From 7b8e947172aaf646ded0842fd32228a0d9d884cb Mon Sep 17 00:00:00 2001
From: "Shekhar S. Chandra" <shekhar.chandra@uq.edu.au>
Date: Tue, 17 Sep 2024 09:51:06 +1000
Subject: [PATCH 01/17] Added recognition branch for recognition problems to be
 committed.

---
 recognition/README.md | 10 ++++++++++
 1 file changed, 10 insertions(+)
 create mode 100644 recognition/README.md

diff --git a/recognition/README.md b/recognition/README.md
new file mode 100644
index 000000000..32c99e899
--- /dev/null
+++ b/recognition/README.md
@@ -0,0 +1,10 @@
+# Recognition Tasks
+Various recognition tasks solved in deep learning frameworks.
+
+Tasks may include:
+* Image Segmentation
+* Object detection
+* Graph node classification
+* Image super resolution
+* Disease classification
+* Generative modelling with StyleGAN and Stable Diffusion
\ No newline at end of file

From b7453988f64769752d9613f77dd38cf454d03798 Mon Sep 17 00:00:00 2001
From: Mr Thanh Trung Pham <s4671748@login0.compute.eait.uq.edu.au>
Date: Fri, 25 Oct 2024 03:28:10 +1000
Subject: [PATCH 02/17] Able to move training data to local directory

---
 .gitignore         |  2 ++
 prepare_dataset.py | 60 ++++++++++++++++++++++++++++++++
 slurm_script.sh    | 24 +++++++++++++
 train.py           | 85 ++++++++++++++++++++++++++++++++++++++++++++++
 4 files changed, 171 insertions(+)
 create mode 100644 .gitignore
 create mode 100644 prepare_dataset.py
 create mode 100644 slurm_script.sh
 create mode 100644 train.py

diff --git a/.gitignore b/.gitignore
new file mode 100644
index 000000000..f332404e1
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,2 @@
+data/
+ISIC2018_Task1-2_Test_Input/
\ No newline at end of file
diff --git a/prepare_dataset.py b/prepare_dataset.py
new file mode 100644
index 000000000..5fa04a231
--- /dev/null
+++ b/prepare_dataset.py
@@ -0,0 +1,60 @@
+import os
+import shutil
+from sklearn.model_selection import train_test_split
+from pathlib import Path
+
+def move_dataset():
+    # Source directories of data
+    input_dir = '/home/groups/comp3710/ISIC2018/ISIC2018_Task1-2_Training_Input_x2'
+    mask_dir = '/home/groups/comp3710/ISIC2018/ISIC2018_Task1_Training_GroundTruth_x2'
+
+    # Create directories to move data to
+    for dir_path in ['data/images/train', 'data/images/val', 'data/masks/train', 'data/masks/val']:
+        Path(dir_path).mkdir(parents=True, exist_ok=True)
+
+    # Get list of image files (.jpg)
+    image_files = []
+    for filename in os.listdir(input_dir):
+        if filename.endswith('.jpg'):
+            image_files.append(filename)
+
+    # Split the dataset into train and validation sets (80-20 split)
+    train_files, val_files = train_test_split(
+        image_files,
+        test_size=0.2,
+        random_state=40
+    )
+
+    # Helper used to get mask's file name from the image's name
+    def get_mask_filename(image_filename):
+        return image_filename.replace('.jpg', '_segmentation.png')
+
+    # Copy training files
+    for filename in train_files:
+        # Copy input image
+        shutil.copy2(
+            os.path.join(input_dir, filename),
+            os.path.join('data/images/train', filename)
+        )
+        # Copy mask
+        mask_filename = get_mask_filename(filename)
+        shutil.copy2(
+            os.path.join(mask_dir, mask_filename),
+            os.path.join('data/masks/train', mask_filename)
+        )
+
+    # Copy validation files
+    for filename in val_files:
+        # Copy input image
+        shutil.copy2(
+            os.path.join(input_dir, filename),
+            os.path.join('data/images/val', filename)
+        )
+        # Copy mask
+        mask_filename = get_mask_filename(filename)
+        shutil.copy2(
+            os.path.join(mask_dir, mask_filename),
+            os.path.join('data/masks/val', mask_filename)
+        )
+
+move_dataset()
\ No newline at end of file
diff --git a/slurm_script.sh b/slurm_script.sh
new file mode 100644
index 000000000..f8da6b533
--- /dev/null
+++ b/slurm_script.sh
@@ -0,0 +1,24 @@
+#!/bin/bash
+#SBATCH --time=0-00:30:00           # Time limit: 30 minutes
+#SBATCH --nodes=1                   # Run on single node
+#SBATCH --ntasks-per-node=1         # Single task per node
+#SBATCH --gres=gpu:1               # Request 1 GPU
+#SBATCH --partition=gpu            # GPU partition
+#SBATCH --job-name="yolov8-victor"          # Job name
+#SBATCH --mail-user=phamtrung0633@email.com  # Email address for notifications
+#SBATCH --mail-type=BEGIN          # Email at start
+#SBATCH --mail-type=END            # Email at completion
+#SBATCH --mail-type=FAIL           # Email on failure
+#SBATCH --output=yolo_train_%j.out  # Output file
+
+# Load required modules
+echo "Job ID: $SLURM_JOB_ID"
+echo "Node: $SLURM_JOB_NODELIST"
+echo "Start Time: $(date)"
+
+# Set Python path
+
+# Run the training script
+python train_model.py
+
+echo "End Time: $(date)"
\ No newline at end of file
diff --git a/train.py b/train.py
new file mode 100644
index 000000000..1c335f72b
--- /dev/null
+++ b/train.py
@@ -0,0 +1,85 @@
+from ultralytics import YOLO
+import os
+import shutil
+import yaml
+from sklearn.model_selection import train_test_split
+from PIL import Image
+import numpy as np
+
+def prepare_dataset():
+    # Define paths
+    base_dir = '/home/Student/s4671748/comp3710-project'
+    dataset_dir = '/home/groups/comp3710/ISIC2018'
+    images_dir = os.path.join(dataset_dir, 'ISIC2018_Task1-2_Training_Input_x2')
+    masks_dir = os.path.join(dataset_dir, 'ISIC2018_Task1_Training_GroundTruth_x2')
+    
+    # Create necessary directories
+    os.makedirs(os.path.join(base_dir, 'dataset', 'images', 'train'), exist_ok=True)
+    os.makedirs(os.path.join(base_dir, 'dataset', 'images', 'val'), exist_ok=True)
+    
+    # Get all image files
+    image_files = [f for f in os.listdir(images_dir) if f.endswith('.jpg')]
+    
+    # Split dataset
+    train_images, val_images = train_test_split(image_files, test_size=0.2, random_state=42)
+    
+    # Process training set
+    for img_file in train_images:
+        # Copy image
+        shutil.copy(
+            os.path.join(images_dir, img_file),
+            os.path.join(base_dir, 'dataset', 'images', 'train', img_file)
+        )
+    
+    # Process validation set
+    for img_file in val_images:
+        # Copy image
+        shutil.copy(
+            os.path.join(images_dir, img_file),
+            os.path.join(base_dir, 'dataset', 'images', 'val', img_file)
+        )
+
+def create_dataset_yaml():
+    yaml_content = {
+        'path': '/home/Student/s4671748/comp3710-project/dataset',
+        'train': 'images/train',
+        'val': 'images/val',
+        'names': ['lesion'],
+        'nc': 1  # number of classes
+    }
+    
+    with open('dataset.yaml', 'w') as f:
+        yaml.dump(yaml_content, f)
+
+def main():
+    # Prepare dataset
+    prepare_dataset()
+    
+    # Create dataset.yaml
+    create_dataset_yaml()
+    
+    # Initialize YOLOv8 model
+    '''model = YOLO('yolov8n-seg.pt')  # Load YOLOv8 nano segmentation model
+    
+    # Training configuration
+    training_args = {
+        'data': 'dataset.yaml',
+        'epochs': 1,
+        'imgsz': 640,
+        'batch': 8,
+        'device': 0,  # Use GPU if available
+        'name': 'isic2018_run',
+        'patience': 30,  # Early stopping patience
+        'save': True,
+        'cache': True,
+        'project': 'ISIC2018'
+    }
+    
+    # Start training
+    results = model.train(**training_args)
+    
+    # Validate the model
+    model.val()'''
+
+if __name__ == "__main__":
+    main()
\ No newline at end of file

From d5dc22a3ac6a29d5ef54de25dea232b2301e4d9c Mon Sep 17 00:00:00 2001
From: Mr Thanh Trung Pham <s4671748@login0.compute.eait.uq.edu.au>
Date: Fri, 25 Oct 2024 04:37:57 +1000
Subject: [PATCH 03/17] Able to generate labels for YOLO in terms of polyglons

---
 .gitignore         |  3 +-
 prepare_dataset.py | 81 ++++++++++++++++++++++++++++++++++++++++++-
 train.py           | 85 ----------------------------------------------
 3 files changed, 82 insertions(+), 87 deletions(-)
 delete mode 100644 train.py

diff --git a/.gitignore b/.gitignore
index f332404e1..b2bbef667 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,2 +1,3 @@
 data/
-ISIC2018_Task1-2_Test_Input/
\ No newline at end of file
+ISIC2018_Task1-2_Test_Input/
+yolov8n-seg.pt
\ No newline at end of file
diff --git a/prepare_dataset.py b/prepare_dataset.py
index 5fa04a231..9f4ee40d6 100644
--- a/prepare_dataset.py
+++ b/prepare_dataset.py
@@ -57,4 +57,83 @@ def get_mask_filename(image_filename):
             os.path.join('data/masks/val', mask_filename)
         )
 
-move_dataset()
\ No newline at end of file
+def generate_labels():
+    # Create the directories to store the ground truth label txt files
+    os.makedirs('data/labels/train', exist_ok=True)
+    os.makedirs('data/labels/val', exist_ok=True)
+
+    # The directories that store the binary mask images and the directories to store the ground truth label txt files
+    input_dir_train = './data/masks/train'
+    output_dir_train = './data/labels/train'
+    input_dir_val = './data/masks/val'
+    output_dir_val = './data/labels/val'
+    dirs_pairs = [[input_dir_train, output_dir_train], [input_dir_val, output_dir_val]]
+
+    # Create the ground truth label txt files for the training and validation sets to suit the Ultralytics's yolo model
+    for dirs_pair in dirs_pairs:
+        input_dir = dirs_pair[0]
+        output_dir = dirs_pair[1]
+        for file_name in os.listdir(input_dir):
+            image_path = os.path.join(input_dir, file_name)
+            
+            # This is used to get the binary mask image in order to retrieve the contours
+            # Ultralytics's yolo model requires the mask to be in the format of a polygon
+            mask = cv2.imread(image_path, cv2.IMREAD_GRAYSCALE)
+            _, mask = cv2.threshold(mask, 1, 255, cv2.THRESH_BINARY)
+
+            # find the contours
+            height, width = mask.shape
+            contours, _ = cv2.findContours(mask, cv2.RETR_EXTERNAL, cv2.CHAIN_APPROX_SIMPLE)
+
+            # Change the contours to polygons
+            polygons_list = []
+            for contour in contours:
+                if cv2.contourArea(contour) > 200:
+                    polygon = []
+                    for point in contour:
+                        x, y = point[0]
+                        # Normalize the points
+                        polygon.append(x / width)
+                        polygon.append(y / height)
+                    polygons_list.append(polygon)
+
+            # Put the polygons into the txt file
+            polyglon_file_name = f"{os.path.splitext(os.path.join(output_dir, file_name))[0]}.txt"
+
+            with open(polyglon_file_name, 'w') as file:
+                for polygon in polygons_list:
+                    for index, p in enumerate(polygon):
+                        if index == len(polygon) - 1:
+                            file.write('{}\n'.format(p))
+                        elif index == 0:
+                            file.write('0 {} '.format(p))
+                        else:
+                            file.write('{} '.format(p))
+
+                file.close()
+
+def rename_groundtruth():
+    # List of directories to process
+    directories = ['data/labels/train', 'data/labels/val']
+
+    # Process each directory
+    for directory in directories:
+        # Get all files in directory
+        files = os.listdir(directory)
+        
+        # Go through each file
+        for filename in files:
+            if '_segmentation.txt' in filename:
+                # Create new filename by replacing '_segmentation' with ''
+                new_filename = filename.replace('_segmentation.txt', '.txt')
+                
+                # Generate full paths to do rename
+                old_path = os.path.join(directory, filename)
+                new_path = os.path.join(directory, new_filename)
+                
+                # Rename file
+                os.rename(old_path, new_path)
+
+move_dataset()
+generate_labels()
+rename_groundtruth()
\ No newline at end of file
diff --git a/train.py b/train.py
deleted file mode 100644
index 1c335f72b..000000000
--- a/train.py
+++ /dev/null
@@ -1,85 +0,0 @@
-from ultralytics import YOLO
-import os
-import shutil
-import yaml
-from sklearn.model_selection import train_test_split
-from PIL import Image
-import numpy as np
-
-def prepare_dataset():
-    # Define paths
-    base_dir = '/home/Student/s4671748/comp3710-project'
-    dataset_dir = '/home/groups/comp3710/ISIC2018'
-    images_dir = os.path.join(dataset_dir, 'ISIC2018_Task1-2_Training_Input_x2')
-    masks_dir = os.path.join(dataset_dir, 'ISIC2018_Task1_Training_GroundTruth_x2')
-    
-    # Create necessary directories
-    os.makedirs(os.path.join(base_dir, 'dataset', 'images', 'train'), exist_ok=True)
-    os.makedirs(os.path.join(base_dir, 'dataset', 'images', 'val'), exist_ok=True)
-    
-    # Get all image files
-    image_files = [f for f in os.listdir(images_dir) if f.endswith('.jpg')]
-    
-    # Split dataset
-    train_images, val_images = train_test_split(image_files, test_size=0.2, random_state=42)
-    
-    # Process training set
-    for img_file in train_images:
-        # Copy image
-        shutil.copy(
-            os.path.join(images_dir, img_file),
-            os.path.join(base_dir, 'dataset', 'images', 'train', img_file)
-        )
-    
-    # Process validation set
-    for img_file in val_images:
-        # Copy image
-        shutil.copy(
-            os.path.join(images_dir, img_file),
-            os.path.join(base_dir, 'dataset', 'images', 'val', img_file)
-        )
-
-def create_dataset_yaml():
-    yaml_content = {
-        'path': '/home/Student/s4671748/comp3710-project/dataset',
-        'train': 'images/train',
-        'val': 'images/val',
-        'names': ['lesion'],
-        'nc': 1  # number of classes
-    }
-    
-    with open('dataset.yaml', 'w') as f:
-        yaml.dump(yaml_content, f)
-
-def main():
-    # Prepare dataset
-    prepare_dataset()
-    
-    # Create dataset.yaml
-    create_dataset_yaml()
-    
-    # Initialize YOLOv8 model
-    '''model = YOLO('yolov8n-seg.pt')  # Load YOLOv8 nano segmentation model
-    
-    # Training configuration
-    training_args = {
-        'data': 'dataset.yaml',
-        'epochs': 1,
-        'imgsz': 640,
-        'batch': 8,
-        'device': 0,  # Use GPU if available
-        'name': 'isic2018_run',
-        'patience': 30,  # Early stopping patience
-        'save': True,
-        'cache': True,
-        'project': 'ISIC2018'
-    }
-    
-    # Start training
-    results = model.train(**training_args)
-    
-    # Validate the model
-    model.val()'''
-
-if __name__ == "__main__":
-    main()
\ No newline at end of file

From 197a541d8d5445e0a52dd95774e9f4f9b37fc8f4 Mon Sep 17 00:00:00 2001
From: Mr Thanh Trung Pham <s4671748@login0.compute.eait.uq.edu.au>
Date: Fri, 25 Oct 2024 09:14:37 +1000
Subject: [PATCH 04/17] Finished training script

---
 .gitignore      |  3 ++-
 dataset.yaml    |  6 ++++++
 slurm_script.sh | 14 +++++++-------
 train.py        | 47 +++++++++++++++++++++++++++++++++++++++++++++++
 4 files changed, 62 insertions(+), 8 deletions(-)
 create mode 100644 dataset.yaml
 create mode 100644 train.py

diff --git a/.gitignore b/.gitignore
index b2bbef667..7b49eaaf6 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,3 +1,4 @@
 data/
 ISIC2018_Task1-2_Test_Input/
-yolov8n-seg.pt
\ No newline at end of file
+yolov8n-seg.pt
+yolov8n.pt
diff --git a/dataset.yaml b/dataset.yaml
new file mode 100644
index 000000000..ef17519f6
--- /dev/null
+++ b/dataset.yaml
@@ -0,0 +1,6 @@
+names:
+- lesion
+nc: 1
+path: /home/Student/s4671748/comp3710-project/data
+train: images/train
+val: images/val
diff --git a/slurm_script.sh b/slurm_script.sh
index f8da6b533..bf739f5f0 100644
--- a/slurm_script.sh
+++ b/slurm_script.sh
@@ -1,9 +1,9 @@
 #!/bin/bash
-#SBATCH --time=0-00:30:00           # Time limit: 30 minutes
+#SBATCH --time=0-03:30:00           # Time limit: 30 minutes
 #SBATCH --nodes=1                   # Run on single node
 #SBATCH --ntasks-per-node=1         # Single task per node
-#SBATCH --gres=gpu:1               # Request 1 GPU
-#SBATCH --partition=gpu            # GPU partition
+#SBATCH --gres=gpu:1
+#SBATCH --partition=a100 # GPU partition
 #SBATCH --job-name="yolov8-victor"          # Job name
 #SBATCH --mail-user=phamtrung0633@email.com  # Email address for notifications
 #SBATCH --mail-type=BEGIN          # Email at start
@@ -16,9 +16,9 @@ echo "Job ID: $SLURM_JOB_ID"
 echo "Node: $SLURM_JOB_NODELIST"
 echo "Start Time: $(date)"
 
-# Set Python path
-
+#
+source /home/Student/s4671748/.bashrc
 # Run the training script
-python train_model.py
+python train.py
 
-echo "End Time: $(date)"
\ No newline at end of file
+echo "End Time: $(date)"
diff --git a/train.py b/train.py
new file mode 100644
index 000000000..96f297bb7
--- /dev/null
+++ b/train.py
@@ -0,0 +1,47 @@
+from ultralytics import YOLO
+import os
+import shutil
+import yaml
+from PIL import Image
+import numpy as np
+
+def create_dataset_yaml():
+    yaml_content = {
+        'path': '/home/Student/s4671748/comp3710-project/data',
+        'train': 'images/train',
+        'val': 'images/val',
+        'names': ['lesion'],
+        'nc': 1  # number of classes
+    }
+    
+    with open('dataset.yaml', 'w') as f:
+        yaml.dump(yaml_content, f)
+
+def main():
+    
+    # Create dataset.yaml
+    create_dataset_yaml()
+    
+    # Initialize YOLOv8 model
+    model = YOLO('yolov8n-seg.pt')  # Load YOLOv8 nano segmentation model
+    
+    # Training configuration
+    training_args = {
+        'data': 'dataset.yaml',
+        'epochs': 80,
+        'imgsz': 640,
+        'batch': 8,
+        'device': 0,  # Use GPU if available
+        'name': 'isic2018_run_victor',
+        'save': True,
+        'cache': True,
+    }
+    
+    # Start training
+    results = model.train(**training_args)
+    
+    # Validate the model
+    model.val()
+
+if __name__ == "__main__":
+    main()
\ No newline at end of file

From dc62e3080bee23532df95daeb724fb29c2096bdc Mon Sep 17 00:00:00 2001
From: Mr Thanh Trung Pham <s4671748@login0.compute.eait.uq.edu.au>
Date: Fri, 25 Oct 2024 14:31:35 +1000
Subject: [PATCH 05/17] Added code to visualize predictions

---
 .gitignore            |   1 +
 predict.py            |  17 +++
 slurm_script.sh       |   4 +-
 train.py              |   8 +-
 yolo_train_221284.out | 302 ++++++++++++++++++++++++++++++++++++++++++
 5 files changed, 327 insertions(+), 5 deletions(-)
 create mode 100644 predict.py
 create mode 100644 yolo_train_221284.out

diff --git a/.gitignore b/.gitignore
index 7b49eaaf6..9facff227 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,4 +1,5 @@
 data/
+runs/
 ISIC2018_Task1-2_Test_Input/
 yolov8n-seg.pt
 yolov8n.pt
diff --git a/predict.py b/predict.py
new file mode 100644
index 000000000..5fa3dc973
--- /dev/null
+++ b/predict.py
@@ -0,0 +1,17 @@
+from ultralytics import YOLO
+import random
+import cv2
+import numpy as np
+
+model = YOLO("~/weights/best.pt")
+img = cv2.imread("")
+conf = 0.4
+results = model.predict(img, conf=conf)
+color = random.choices(range(256), k=3)
+
+for result in results:
+    for mask, box in zip(result.masks.segments, result.boxes):
+        points = np.int32([np.float64(mask) * box.xywh.numpy()[0][2]])
+        cv2.fillPoly(img, points, color)
+
+cv2.imwrite("prediction_test.jpg", img)
diff --git a/slurm_script.sh b/slurm_script.sh
index bf739f5f0..73a5183fe 100644
--- a/slurm_script.sh
+++ b/slurm_script.sh
@@ -3,7 +3,9 @@
 #SBATCH --nodes=1                   # Run on single node
 #SBATCH --ntasks-per-node=1         # Single task per node
 #SBATCH --gres=gpu:1
-#SBATCH --partition=a100 # GPU partition
+
+#SBATCH --partition=comp3710 # GPU partition
+#SBATCH --account=comp3710 
 #SBATCH --job-name="yolov8-victor"          # Job name
 #SBATCH --mail-user=phamtrung0633@email.com  # Email address for notifications
 #SBATCH --mail-type=BEGIN          # Email at start
diff --git a/train.py b/train.py
index 96f297bb7..e2bea50f9 100644
--- a/train.py
+++ b/train.py
@@ -30,11 +30,11 @@ def main():
         'data': 'dataset.yaml',
         'epochs': 80,
         'imgsz': 640,
-        'batch': 8,
+        'batch': 4,
         'device': 0,  # Use GPU if available
         'name': 'isic2018_run_victor',
-        'save': True,
-        'cache': True,
+        'save': False,
+        'cache': False,
     }
     
     # Start training
@@ -44,4 +44,4 @@ def main():
     model.val()
 
 if __name__ == "__main__":
-    main()
\ No newline at end of file
+    main()
diff --git a/yolo_train_221284.out b/yolo_train_221284.out
new file mode 100644
index 000000000..86cdaccfa
--- /dev/null
+++ b/yolo_train_221284.out
@@ -0,0 +1,302 @@
+Job ID: 221284
+Node: a100-1
+Start Time: Fri Oct 25 09:44:45 AEST 2024
+Matplotlib created a temporary cache directory at /scratch/221284/matplotlib-4l5kg6ya because the default path (/cache/matplotlib) is not a writable directory; it is highly recommended to set the MPLCONFIGDIR environment variable to a writable directory, in particular to speed up the import of Matplotlib and to better support multiprocessing.
+/home/Student/s4671748/miniconda3/lib/python3.12/site-packages/ultralytics/nn/tasks.py:336: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature.
+  return torch.load(file, map_location='cpu'), file  # load
+New https://pypi.org/project/ultralytics/8.3.21 available 😃 Update with 'pip install -U ultralytics'
+Ultralytics YOLOv8.0.58 🚀 Python-3.12.7 torch-2.5.0+cu124 CUDA:0 (NVIDIA A100-PCIE-40GB, 40339MiB)
+yolo/engine/trainer: task=segment, mode=train, model=yolov8n-seg.pt, data=dataset.yaml, epochs=80, patience=50, batch=4, imgsz=640, save=False, save_period=-1, cache=False, device=0, workers=8, project=None, name=isic2018_run_victor, exist_ok=False, pretrained=False, optimizer=SGD, verbose=True, seed=0, deterministic=True, single_cls=False, image_weights=False, rect=False, cos_lr=False, close_mosaic=10, resume=False, amp=True, overlap_mask=True, mask_ratio=4, dropout=0.0, val=True, split=val, save_json=False, save_hybrid=False, conf=None, iou=0.7, max_det=300, half=False, dnn=False, plots=True, source=None, show=False, save_txt=False, save_conf=False, save_crop=False, hide_labels=False, hide_conf=False, vid_stride=1, line_thickness=3, visualize=False, augment=False, agnostic_nms=False, classes=None, retina_masks=False, boxes=True, format=torchscript, keras=False, optimize=False, int8=False, dynamic=False, simplify=False, opset=None, workspace=4, nms=False, lr0=0.01, lrf=0.01, momentum=0.937, weight_decay=0.0005, warmup_epochs=3.0, warmup_momentum=0.8, warmup_bias_lr=0.1, box=7.5, cls=0.5, dfl=1.5, fl_gamma=0.0, label_smoothing=0.0, nbs=64, hsv_h=0.015, hsv_s=0.7, hsv_v=0.4, degrees=0.0, translate=0.1, scale=0.5, shear=0.0, perspective=0.0, flipud=0.0, fliplr=0.5, mosaic=1.0, mixup=0.0, copy_paste=0.0, cfg=None, v5loader=False, tracker=botsort.yaml, save_dir=runs/segment/isic2018_run_victor
+Overriding model.yaml nc=80 with nc=1
+
+                   from  n    params  module                                       arguments                     
+  0                  -1  1       464  ultralytics.nn.modules.Conv                  [3, 16, 3, 2]                 
+  1                  -1  1      4672  ultralytics.nn.modules.Conv                  [16, 32, 3, 2]                
+  2                  -1  1      7360  ultralytics.nn.modules.C2f                   [32, 32, 1, True]             
+  3                  -1  1     18560  ultralytics.nn.modules.Conv                  [32, 64, 3, 2]                
+  4                  -1  2     49664  ultralytics.nn.modules.C2f                   [64, 64, 2, True]             
+  5                  -1  1     73984  ultralytics.nn.modules.Conv                  [64, 128, 3, 2]               
+  6                  -1  2    197632  ultralytics.nn.modules.C2f                   [128, 128, 2, True]           
+  7                  -1  1    295424  ultralytics.nn.modules.Conv                  [128, 256, 3, 2]              
+  8                  -1  1    460288  ultralytics.nn.modules.C2f                   [256, 256, 1, True]           
+  9                  -1  1    164608  ultralytics.nn.modules.SPPF                  [256, 256, 5]                 
+ 10                  -1  1         0  torch.nn.modules.upsampling.Upsample         [None, 2, 'nearest']          
+ 11             [-1, 6]  1         0  ultralytics.nn.modules.Concat                [1]                           
+ 12                  -1  1    148224  ultralytics.nn.modules.C2f                   [384, 128, 1]                 
+ 13                  -1  1         0  torch.nn.modules.upsampling.Upsample         [None, 2, 'nearest']          
+ 14             [-1, 4]  1         0  ultralytics.nn.modules.Concat                [1]                           
+ 15                  -1  1     37248  ultralytics.nn.modules.C2f                   [192, 64, 1]                  
+ 16                  -1  1     36992  ultralytics.nn.modules.Conv                  [64, 64, 3, 2]                
+ 17            [-1, 12]  1         0  ultralytics.nn.modules.Concat                [1]                           
+ 18                  -1  1    123648  ultralytics.nn.modules.C2f                   [192, 128, 1]                 
+ 19                  -1  1    147712  ultralytics.nn.modules.Conv                  [128, 128, 3, 2]              
+ 20             [-1, 9]  1         0  ultralytics.nn.modules.Concat                [1]                           
+ 21                  -1  1    493056  ultralytics.nn.modules.C2f                   [384, 256, 1]                 
+ 22        [15, 18, 21]  1   1004275  ultralytics.nn.modules.Segment               [1, 32, 64, [64, 128, 256]]   
+YOLOv8n-seg summary: 261 layers, 3263811 parameters, 3263795 gradients, 12.1 GFLOPs
+
+Transferred 381/417 items from pretrained weights
+AMP: running Automatic Mixed Precision (AMP) checks with YOLOv8n...
+/home/Student/s4671748/miniconda3/lib/python3.12/site-packages/ultralytics/yolo/engine/trainer.py:636: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.
+  with torch.cuda.amp.autocast(True):
+AMP: checks passed ✅
+/home/Student/s4671748/miniconda3/lib/python3.12/site-packages/ultralytics/yolo/engine/trainer.py:217: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead.
+  self.scaler = amp.GradScaler(enabled=self.amp)
+optimizer: SGD(lr=0.01) with parameter groups 66 weight(decay=0.0), 77 weight(decay=0.0005), 76 bias
+
train: Scanning /home/Student/s4671748/comp3710-project/data/labels/train.cache... 2075 images, 0 backgrounds, 0 corrupt: 100%|██████████| 2075/2075 [00:00<?, ?it/s]
train: Scanning /home/Student/s4671748/comp3710-project/data/labels/train.cache... 2075 images, 0 backgrounds, 0 corrupt: 100%|██████████| 2075/2075 [00:00<?, ?it/s]
+/home/Student/s4671748/miniconda3/lib/python3.12/site-packages/torch/utils/data/dataloader.py:617: UserWarning: This DataLoader will create 4 worker processes in total. Our suggested max number of worker in current system is 1, which is smaller than what this DataLoader is going to create. Please be aware that excessive worker creation might get DataLoader running slow or even freeze, lower the worker number to avoid potential slowness/freeze if necessary.
+  warnings.warn(
+
val: Scanning /home/Student/s4671748/comp3710-project/data/labels/val.cache... 519 images, 0 backgrounds, 0 corrupt: 100%|██████████| 519/519 [00:00<?, ?it/s]
val: Scanning /home/Student/s4671748/comp3710-project/data/labels/val.cache... 519 images, 0 backgrounds, 0 corrupt: 100%|██████████| 519/519 [00:00<?, ?it/s]
+/home/Student/s4671748/miniconda3/lib/python3.12/site-packages/torch/utils/data/dataloader.py:617: UserWarning: This DataLoader will create 8 worker processes in total. Our suggested max number of worker in current system is 1, which is smaller than what this DataLoader is going to create. Please be aware that excessive worker creation might get DataLoader running slow or even freeze, lower the worker number to avoid potential slowness/freeze if necessary.
+  warnings.warn(
+Plotting labels to runs/segment/isic2018_run_victor/labels.jpg... 
+Image sizes 640 train, 640 val
+Using 4 dataloader workers
+Logging results to runs/segment/isic2018_run_victor
+Starting training for 80 epochs...
+/home/Student/s4671748/miniconda3/lib/python3.12/site-packages/torch/utils/data/dataloader.py:617: UserWarning: This DataLoader will create 4 worker processes in total. Our suggested max number of worker in current system is 1, which is smaller than what this DataLoader is going to create. Please be aware that excessive worker creation might get DataLoader running slow or even freeze, lower the worker number to avoid potential slowness/freeze if necessary.
+  warnings.warn(
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]/home/Student/s4671748/miniconda3/lib/python3.12/site-packages/ultralytics/yolo/engine/trainer.py:317: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.
+  with torch.cuda.amp.autocast(self.amp):
+/home/Student/s4671748/miniconda3/lib/python3.12/site-packages/ultralytics/yolo/v8/segment/train.py:123: UserWarning: Specified kernel cache directory could not be created! This disables kernel caching. Specified directory is /cache/torch/kernels. This warning will appear only once per process. (Triggered internally at ../aten/src/ATen/native/cuda/jit_utils.cpp:1442.)
+  marea = xyxy2xywh(xyxyn)[:, 2:].prod(1)
+
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       1/80     0.801G      1.402      3.665       2.99      1.639          7        640:   8%|▊         | 41/519 [00:24<03:59,  1.99it/s]
       1/80     0.801G      1.391      3.628      2.993      1.631         10        640:   8%|▊         | 41/519 [00:24<03:59,  1.99it/s]
       1/80     0.801G      1.391      3.628      2.993      1.631         10        640:   8%|▊         | 42/519 [00:24<03:33,  2.23it/s]
       1/80     0.801G      1.389      3.592      2.987      1.623         10        640:   8%|▊         | 42/519 [00:25<03:33,  2.23it/s]
       1/80     0.801G      1.389      3.592      2.987      1.623         10        640:   8%|▊         | 43/519 [00:25<05:38,  1.41it/s]
       1/80     0.801G       1.38      3.569      2.982      1.614         13        640:   8%|▊         | 43/519 [00:26<05:38,  1.41it/s]
       1/80     0.801G       1.38      3.569      2.982      1.614         13        640:   8%|▊         | 44/519 [00:26<04:47,  1.65it/s]
       1/80     0.801G      1.384       3.55       2.98      1.617          8        640:   8%|▊         | 44/519 [00:26<04:47,  1.65it/s]
       1/80     0.801G      1.384       3.55       2.98      1.617          8        640:   9%|▊         | 45/519 [00:26<04:08,  1.91it/s]
       1/80     0.801G      1.376      3.521       2.97       1.61         11        640:   9%|▊         | 45/519 [00:27<04:08,  1.91it/s]
       1/80     0.801G      1.376      3.521       2.97       1.61         11        640:   9%|▉         | 46/519 [00:27<04:27,  1.77it/s]
       1/80     0.801G      1.371      3.506      2.975      1.606         10        640:   9%|▉         | 46/519 [00:28<04:27,  1.77it/s]
       1/80     0.801G      1.371      3.506      2.975      1.606         10        640:   9%|▉         | 47/519 [00:28<06:29,  1.21it/s]
       1/80     0.801G      1.363      3.481      2.968      1.599         10        640:   9%|▉         | 47/519 [00:29<06:29,  1.21it/s]
       1/80     0.801G      1.363      3.481      2.968      1.599         10        640:   9%|▉         | 48/519 [00:29<05:18,  1.48it/s]
       1/80     0.801G       1.36      3.473      2.965      1.601         10        640:   9%|▉         | 48/519 [00:29<05:18,  1.48it/s]
       1/80     0.801G       1.36      3.473      2.965      1.601         10        640:   9%|▉         | 49/519 [00:29<04:29,  1.74it/s]
       1/80     0.801G      1.352      3.446      2.959      1.593          8        640:   9%|▉         | 49/519 [00:29<04:29,  1.74it/s]
       1/80     0.801G      1.352      3.446      2.959      1.593          8        640:  10%|▉         | 50/519 [00:29<03:55,  1.99it/s]
       1/80     0.801G      1.353      3.429      2.951       1.59         11        640:  10%|▉         | 50/519 [00:30<03:55,  1.99it/s]
       1/80     0.801G      1.353      3.429      2.951       1.59         11        640:  10%|▉         | 51/519 [00:30<05:25,  1.44it/s]
       1/80     0.801G       1.35      3.405      2.949      1.586         11        640:  10%|▉         | 51/519 [00:30<05:25,  1.44it/s]
       1/80     0.801G       1.35      3.405      2.949      1.586         11        640:  10%|█         | 52/519 [00:30<04:03,  1.92it/s]
       1/80     0.801G      1.347      3.387      2.946      1.586          8        640:  10%|█         | 52/519 [00:31<04:03,  1.92it/s]
       1/80     0.801G      1.347      3.387      2.946      1.586          8        640:  10%|█         | 53/519 [00:31<03:04,  2.53it/s]
       1/80     0.812G       1.34      3.367      2.941       1.58         10        640:  10%|█         | 53/519 [00:31<03:04,  2.53it/s]
       1/80     0.812G       1.34      3.367      2.941       1.58         10        640:  10%|█         | 54/519 [00:31<02:54,  2.67it/s]
       1/80     0.812G      1.336      3.347      2.938      1.578         10        640:  10%|█         | 54/519 [00:32<02:54,  2.67it/s]
       1/80     0.812G      1.336      3.347      2.938      1.578         10        640:  11%|█         | 55/519 [00:32<04:47,  1.61it/s]
       1/80     0.812G       1.33       3.32       2.93      1.574         11        640:  11%|█         | 55/519 [00:32<04:47,  1.61it/s]
       1/80     0.812G       1.33       3.32       2.93      1.574         11        640:  11%|█         | 56/519 [00:32<03:51,  2.00it/s]
       1/80     0.812G      1.332      3.316      2.923      1.581          8        640:  11%|█         | 56/519 [00:33<03:51,  2.00it/s]
       1/80     0.812G      1.332      3.316      2.923      1.581          8        640:  11%|█         | 57/519 [00:33<03:23,  2.27it/s]
       1/80     0.812G      1.344      3.321      2.932      1.593          6        640:  11%|█         | 57/519 [00:33<03:23,  2.27it/s]
       1/80     0.812G      1.344      3.321      2.932      1.593          6        640:  11%|█         | 58/519 [00:33<03:05,  2.48it/s]
       1/80     0.812G      1.343      3.308      2.929       1.59         15        640:  11%|█         | 58/519 [00:34<03:05,  2.48it/s]
       1/80     0.812G      1.343      3.308      2.929       1.59         15        640:  11%|█▏        | 59/519 [00:34<04:18,  1.78it/s]
       1/80     0.812G      1.339       3.29      2.924      1.585         13        640:  11%|█▏        | 59/519 [00:34<04:18,  1.78it/s]
       1/80     0.812G      1.339       3.29      2.924      1.585         13        640:  12%|█▏        | 60/519 [00:34<03:46,  2.02it/s]
       1/80     0.812G      1.332      3.269       2.92       1.58          9        640:  12%|█▏        | 60/519 [00:34<03:46,  2.02it/s]
       1/80     0.812G      1.332      3.269       2.92       1.58          9        640:  12%|█▏        | 61/519 [00:34<03:01,  2.52it/s]
       1/80     0.812G      1.329      3.271      2.923      1.577         10        640:  12%|█▏        | 61/519 [00:35<03:01,  2.52it/s]
       1/80     0.812G      1.329      3.271      2.923      1.577         10        640:  12%|█▏        | 62/519 [00:35<02:40,  2.85it/s]
       1/80     0.812G      1.326       3.26      2.919      1.573         13        640:  12%|█▏        | 62/519 [00:36<02:40,  2.85it/s]
       1/80     0.812G      1.326       3.26      2.919      1.573         13        640:  12%|█▏        | 63/519 [00:36<05:28,  1.39it/s]
       1/80     0.812G      1.325      3.246      2.921      1.574          9        640:  12%|█▏        | 63/519 [00:36<05:28,  1.39it/s]
       1/80     0.812G      1.325      3.246      2.921      1.574          9        640:  12%|█▏        | 64/519 [00:36<04:27,  1.70it/s]
       1/80     0.812G       1.32      3.235      2.915       1.57         10        640:  12%|█▏        | 64/519 [00:37<04:27,  1.70it/s]
       1/80     0.812G       1.32      3.235      2.915       1.57         10        640:  13%|█▎        | 65/519 [00:37<03:29,  2.16it/s]
       1/80     0.812G      1.317       3.22      2.911      1.566         12        640:  13%|█▎        | 65/519 [00:37<03:29,  2.16it/s]
       1/80     0.812G      1.317       3.22      2.911      1.566         12        640:  13%|█▎        | 66/519 [00:37<03:14,  2.33it/s]
       1/80     0.812G      1.315      3.204      2.904      1.563         12        640:  13%|█▎        | 66/519 [00:38<03:14,  2.33it/s]
       1/80     0.812G      1.315      3.204      2.904      1.563         12        640:  13%|█▎        | 67/519 [00:38<04:24,  1.71it/s]
       1/80     0.812G      1.312      3.188      2.904      1.562         11        640:  13%|█▎        | 67/519 [00:38<04:24,  1.71it/s]
       1/80     0.812G      1.312      3.188      2.904      1.562         11        640:  13%|█▎        | 68/519 [00:38<03:45,  2.00it/s]
       1/80     0.812G       1.31      3.175      2.897      1.557         10        640:  13%|█▎        | 68/519 [00:39<03:45,  2.00it/s]
       1/80     0.812G       1.31      3.175      2.897      1.557         10        640:  13%|█▎        | 69/519 [00:39<03:15,  2.30it/s]
       1/80     0.812G       1.31      3.156      2.904      1.555          6        640:  13%|█▎        | 69/519 [00:39<03:15,  2.30it/s]
       1/80     0.812G       1.31      3.156      2.904      1.555          6        640:  13%|█▎        | 70/519 [00:39<02:56,  2.54it/s]
       1/80     0.812G      1.306      3.134      2.901      1.549         12        640:  13%|█▎        | 70/519 [00:40<02:56,  2.54it/s]
       1/80     0.812G      1.306      3.134      2.901      1.549         12        640:  14%|█▎        | 71/519 [00:40<04:33,  1.64it/s]
       1/80     0.812G      1.303       3.12      2.897      1.544         10        640:  14%|█▎        | 71/519 [00:40<04:33,  1.64it/s]
       1/80     0.812G      1.303       3.12      2.897      1.544         10        640:  14%|█▍        | 72/519 [00:40<03:29,  2.13it/s]
       1/80     0.812G      1.304      3.123      2.902      1.546          6        640:  14%|█▍        | 72/519 [00:40<03:29,  2.13it/s]
       1/80     0.812G      1.304      3.123      2.902      1.546          6        640:  14%|█▍        | 73/519 [00:40<03:03,  2.43it/s]
       1/80     0.812G      1.304      3.115      2.903      1.542         13        640:  14%|█▍        | 73/519 [00:41<03:03,  2.43it/s]
       1/80     0.812G      1.304      3.115      2.903      1.542         13        640:  14%|█▍        | 74/519 [00:41<02:45,  2.68it/s]
       1/80     0.812G      1.305      3.106      2.907      1.541         10        640:  14%|█▍        | 74/519 [00:41<02:45,  2.68it/s]
       1/80     0.812G      1.305      3.106      2.907      1.541         10        640:  14%|█▍        | 75/519 [00:41<03:10,  2.33it/s]
       1/80     0.812G      1.309      3.094      2.914      1.542         12        640:  14%|█▍        | 75/519 [00:42<03:10,  2.33it/s]
       1/80     0.812G      1.309      3.094      2.914      1.542         12        640:  15%|█▍        | 76/519 [00:42<02:58,  2.49it/s]
       1/80     0.812G      1.306      3.084      2.912      1.537          5        640:  15%|█▍        | 76/519 [00:42<02:58,  2.49it/s]
       1/80     0.812G      1.306      3.084      2.912      1.537          5        640:  15%|█▍        | 77/519 [00:42<02:33,  2.89it/s]
       1/80     0.812G      1.302      3.067      2.909      1.532          8        640:  15%|█▍        | 77/519 [00:43<02:33,  2.89it/s]
       1/80     0.812G      1.302      3.067      2.909      1.532          8        640:  15%|█▌        | 78/519 [00:43<03:40,  2.00it/s]
       1/80     0.812G      1.297      3.062      2.912      1.531          6        640:  15%|█▌        | 78/519 [00:43<03:40,  2.00it/s]
       1/80     0.812G      1.297      3.062      2.912      1.531          6        640:  15%|█▌        | 79/519 [00:43<04:02,  1.81it/s]
       1/80     0.812G      1.298      3.055      2.906      1.529         11        640:  15%|█▌        | 79/519 [00:44<04:02,  1.81it/s]
       1/80     0.812G      1.298      3.055      2.906      1.529         11        640:  15%|█▌        | 80/519 [00:44<03:26,  2.13it/s]
       1/80     0.812G      1.297      3.054      2.907      1.527         10        640:  15%|█▌        | 80/519 [00:44<03:26,  2.13it/s]
       1/80     0.812G      1.297      3.054      2.907      1.527         10        640:  16%|█▌        | 81/519 [00:44<02:59,  2.44it/s]
       1/80     0.812G      1.295      3.044      2.904      1.525          7        640:  16%|█▌        | 81/519 [00:44<02:59,  2.44it/s]
       1/80     0.812G      1.295      3.044      2.904      1.525          7        640:  16%|█▌        | 82/519 [00:44<03:14,  2.25it/s]
       1/80     0.812G      1.289      3.028      2.896      1.521         10        640:  16%|█▌        | 82/519 [00:45<03:14,  2.25it/s]
       1/80     0.812G      1.289      3.028      2.896      1.521         10        640:  16%|█▌        | 83/519 [00:45<04:26,  1.64it/s]
       1/80     0.812G      1.287      3.017      2.894      1.517         14        640:  16%|█▌        | 83/519 [00:46<04:26,  1.64it/s]
       1/80     0.812G      1.287      3.017      2.894      1.517         14        640:  16%|█▌        | 84/519 [00:46<03:47,  1.91it/s]
       1/80     0.812G      1.287      3.002      2.895      1.518          5        640:  16%|█▌        | 84/519 [00:46<03:47,  1.91it/s]
       1/80     0.812G      1.287      3.002      2.895      1.518          5        640:  16%|█▋        | 85/519 [00:46<03:12,  2.25it/s]
       1/80     0.812G       1.29      3.003      2.897      1.518          7        640:  16%|█▋        | 85/519 [00:46<03:12,  2.25it/s]
       1/80     0.812G       1.29      3.003      2.897      1.518          7        640:  17%|█▋        | 86/519 [00:46<03:14,  2.22it/s]
       1/80     0.812G      1.288      2.999      2.898      1.517          6        640:  17%|█▋        | 86/519 [00:47<03:14,  2.22it/s]
       1/80     0.812G      1.288      2.999      2.898      1.517          6        640:  17%|█▋        | 87/519 [00:47<03:19,  2.17it/s]
       1/80     0.812G      1.287      2.998      2.896      1.516         10        640:  17%|█▋        | 87/519 [00:47<03:19,  2.17it/s]
       1/80     0.812G      1.287      2.998      2.896      1.516         10        640:  17%|█▋        | 88/519 [00:47<02:57,  2.42it/s]
       1/80     0.812G      1.286      2.997      2.895      1.518          8        640:  17%|█▋        | 88/519 [00:48<02:57,  2.42it/s]
       1/80     0.812G      1.286      2.997      2.895      1.518          8        640:  17%|█▋        | 89/519 [00:48<03:31,  2.04it/s]
       1/80     0.812G      1.284      2.983      2.893      1.515          7        640:  17%|█▋        | 89/519 [00:48<03:31,  2.04it/s]
       1/80     0.812G      1.284      2.983      2.893      1.515          7        640:  17%|█▋        | 90/519 [00:48<03:10,  2.25it/s]
       1/80     0.812G       1.28      2.972      2.888       1.51         12        640:  17%|█▋        | 90/519 [00:49<03:10,  2.25it/s]
       1/80     0.812G       1.28      2.972      2.888       1.51         12        640:  18%|█▊        | 91/519 [00:49<03:11,  2.24it/s]
       1/80     0.812G      1.276      2.971      2.884      1.508         10        640:  18%|█▊        | 91/519 [00:49<03:11,  2.24it/s]
       1/80     0.812G      1.276      2.971      2.884      1.508         10        640:  18%|█▊        | 92/519 [00:49<02:45,  2.58it/s]
       1/80     0.812G      1.272      2.964      2.884      1.506          6        640:  18%|█▊        | 92/519 [00:49<02:45,  2.58it/s]
       1/80     0.812G      1.272      2.964      2.884      1.506          6        640:  18%|█▊        | 93/519 [00:49<02:26,  2.91it/s]
       1/80     0.812G      1.272      2.958      2.878      1.505         12        640:  18%|█▊        | 93/519 [00:50<02:26,  2.91it/s]
       1/80     0.812G      1.272      2.958      2.878      1.505         12        640:  18%|█▊        | 94/519 [00:50<03:19,  2.13it/s]
       1/80     0.812G      1.277      2.961      2.873      1.511         12        640:  18%|█▊        | 94/519 [00:51<03:19,  2.13it/s]
       1/80     0.812G      1.277      2.961      2.873      1.511         12        640:  18%|█▊        | 95/519 [00:51<04:44,  1.49it/s]
       1/80     0.812G      1.278      2.964      2.867      1.511         11        640:  18%|█▊        | 95/519 [00:51<04:44,  1.49it/s]
       1/80     0.812G      1.278      2.964      2.867      1.511         11        640:  18%|█▊        | 96/519 [00:51<04:01,  1.75it/s]
       1/80     0.812G      1.277      2.963      2.866       1.51         10        640:  18%|█▊        | 96/519 [00:52<04:01,  1.75it/s]
       1/80     0.812G      1.277      2.963      2.866       1.51         10        640:  19%|█▊        | 97/519 [00:52<03:12,  2.19it/s]
       1/80     0.812G      1.278      2.959      2.868      1.511          8        640:  19%|█▊        | 97/519 [00:53<03:12,  2.19it/s]
       1/80     0.812G      1.278      2.959      2.868      1.511          8        640:  19%|█▉        | 98/519 [00:53<04:33,  1.54it/s]
       1/80     0.812G      1.278      2.947      2.871      1.511          9        640:  19%|█▉        | 98/519 [00:53<04:33,  1.54it/s]
       1/80     0.812G      1.278      2.947      2.871      1.511          9        640:  19%|█▉        | 99/519 [00:53<03:44,  1.87it/s]
       1/80     0.812G      1.276      2.943      2.865      1.509         11        640:  19%|█▉        | 99/519 [00:53<03:44,  1.87it/s]
       1/80     0.812G      1.276      2.943      2.865      1.509         11        640:  19%|█▉        | 100/519 [00:53<03:08,  2.22it/s]
       1/80     0.812G      1.273      2.935       2.86      1.508          7        640:  19%|█▉        | 100/519 [00:53<03:08,  2.22it/s]
       1/80     0.812G      1.273      2.935       2.86      1.508          7        640:  19%|█▉        | 101/519 [00:53<02:49,  2.47it/s]
       1/80     0.812G       1.27      2.927      2.855      1.506         10        640:  19%|█▉        | 101/519 [00:54<02:49,  2.47it/s]
       1/80     0.812G       1.27      2.927      2.855      1.506         10        640:  20%|█▉        | 102/519 [00:54<04:01,  1.73it/s]
       1/80     0.812G       1.27      2.921      2.853      1.506          6        640:  20%|█▉        | 102/519 [00:55<04:01,  1.73it/s]
       1/80     0.812G       1.27      2.921      2.853      1.506          6        640:  20%|█▉        | 103/519 [00:55<03:17,  2.10it/s]
       1/80     0.812G      1.267      2.913      2.847      1.504         10        640:  20%|█▉        | 103/519 [00:55<03:17,  2.10it/s]
       1/80     0.812G      1.267      2.913      2.847      1.504         10        640:  20%|██        | 104/519 [00:55<02:58,  2.33it/s]
       1/80     0.812G      1.265      2.908      2.842      1.503         13        640:  20%|██        | 104/519 [00:56<02:58,  2.33it/s]
       1/80     0.812G      1.265      2.908      2.842      1.503         13        640:  20%|██        | 105/519 [00:56<03:15,  2.12it/s]
       1/80     0.812G      1.265      2.899      2.837      1.502         13        640:  20%|██        | 105/519 [00:56<03:15,  2.12it/s]
       1/80     0.812G      1.265      2.899      2.837      1.502         13        640:  20%|██        | 106/519 [00:56<03:14,  2.13it/s]
       1/80     0.812G      1.265      2.895      2.837      1.503          6        640:  20%|██        | 106/519 [00:57<03:14,  2.13it/s]
       1/80     0.812G      1.265      2.895      2.837      1.503          6        640:  21%|██        | 107/519 [00:57<03:16,  2.09it/s]
       1/80     0.812G      1.263      2.886      2.832      1.503          7        640:  21%|██        | 107/519 [00:57<03:16,  2.09it/s]
       1/80     0.812G      1.263      2.886      2.832      1.503          7        640:  21%|██        | 108/519 [00:57<02:49,  2.43it/s]
       1/80     0.812G      1.262      2.882      2.829      1.502         14        640:  21%|██        | 108/519 [00:57<02:49,  2.43it/s]
       1/80     0.812G      1.262      2.882      2.829      1.502         14        640:  21%|██        | 109/519 [00:57<02:59,  2.28it/s]
       1/80     0.812G       1.26      2.874      2.824      1.501          9        640:  21%|██        | 109/519 [00:58<02:59,  2.28it/s]
       1/80     0.812G       1.26      2.874      2.824      1.501          9        640:  21%|██        | 110/519 [00:58<03:30,  1.94it/s]
       1/80     0.812G      1.263      2.877      2.824      1.502          6        640:  21%|██        | 110/519 [00:58<03:30,  1.94it/s]
       1/80     0.812G      1.263      2.877      2.824      1.502          6        640:  21%|██▏       | 111/519 [00:58<03:01,  2.25it/s]
       1/80     0.812G      1.261      2.868      2.824      1.499          8        640:  21%|██▏       | 111/519 [00:59<03:01,  2.25it/s]
       1/80     0.812G      1.261      2.868      2.824      1.499          8        640:  22%|██▏       | 112/519 [00:59<02:45,  2.45it/s]
       1/80     0.812G      1.264      2.864      2.824      1.498          8        640:  22%|██▏       | 112/519 [00:59<02:45,  2.45it/s]
       1/80     0.812G      1.264      2.864      2.824      1.498          8        640:  22%|██▏       | 113/519 [00:59<03:21,  2.01it/s]
       1/80     0.814G       1.26      2.851      2.822      1.496          5        640:  22%|██▏       | 113/519 [01:01<03:21,  2.01it/s]
       1/80     0.814G       1.26      2.851      2.822      1.496          5        640:  22%|██▏       | 114/519 [01:01<04:58,  1.36it/s]
       1/80     0.814G      1.259      2.844      2.819      1.494          8        640:  22%|██▏       | 114/519 [01:01<04:58,  1.36it/s]
       1/80     0.814G      1.259      2.844      2.819      1.494          8        640:  22%|██▏       | 115/519 [01:01<03:47,  1.78it/s]
       1/80     0.814G      1.257      2.838      2.813      1.491         12        640:  22%|██▏       | 115/519 [01:01<03:47,  1.78it/s]
       1/80     0.814G      1.257      2.838      2.813      1.491         12        640:  22%|██▏       | 116/519 [01:01<03:19,  2.02it/s]
       1/80     0.814G      1.264      2.843      2.816        1.5          5        640:  22%|██▏       | 116/519 [01:01<03:19,  2.02it/s]
       1/80     0.814G      1.264      2.843      2.816        1.5          5        640:  23%|██▎       | 117/519 [01:01<02:53,  2.31it/s]
       1/80     0.814G      1.263      2.839      2.813      1.502          9        640:  23%|██▎       | 117/519 [01:03<02:53,  2.31it/s]
       1/80     0.814G      1.263      2.839      2.813      1.502          9        640:  23%|██▎       | 118/519 [01:03<05:06,  1.31it/s]
       1/80     0.814G      1.263       2.83       2.81      1.501         11        640:  23%|██▎       | 118/519 [01:03<05:06,  1.31it/s]
       1/80     0.814G      1.263       2.83       2.81      1.501         11        640:  23%|██▎       | 119/519 [01:03<03:57,  1.69it/s]
       1/80     0.814G      1.262      2.826      2.809      1.501          9        640:  23%|██▎       | 119/519 [01:03<03:57,  1.69it/s]
       1/80     0.814G      1.262      2.826      2.809      1.501          9        640:  23%|██▎       | 120/519 [01:03<03:15,  2.04it/s]
       1/80     0.814G      1.259      2.825      2.804      1.499         10        640:  23%|██▎       | 120/519 [01:04<03:15,  2.04it/s]
       1/80     0.814G      1.259      2.825      2.804      1.499         10        640:  23%|██▎       | 121/519 [01:04<02:35,  2.55it/s]
       1/80     0.814G      1.255      2.816      2.799      1.498          6        640:  23%|██▎       | 121/519 [01:05<02:35,  2.55it/s]
       1/80     0.814G      1.255      2.816      2.799      1.498          6        640:  24%|██▎       | 122/519 [01:05<04:48,  1.37it/s]
       1/80     0.814G      1.256      2.807      2.796      1.502          7        640:  24%|██▎       | 122/519 [01:05<04:48,  1.37it/s]
       1/80     0.814G      1.256      2.807      2.796      1.502          7        640:  24%|██▎       | 123/519 [01:05<03:45,  1.76it/s]
       1/80     0.814G      1.252      2.799      2.792      1.499         11        640:  24%|██▎       | 123/519 [01:06<03:45,  1.76it/s]
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       1/80     0.814G      1.252      2.806      2.793      1.497         11        640:  24%|██▍       | 124/519 [01:06<03:11,  2.06it/s]
       1/80     0.814G      1.252      2.806      2.793      1.497         11        640:  24%|██▍       | 125/519 [01:06<02:43,  2.41it/s]
       1/80     0.814G       1.25      2.799      2.788      1.496          7        640:  24%|██▍       | 125/519 [01:07<02:43,  2.41it/s]
       1/80     0.814G       1.25      2.799      2.788      1.496          7        640:  24%|██▍       | 126/519 [01:07<04:03,  1.62it/s]
       1/80     0.814G       1.25      2.802      2.783      1.496         13        640:  24%|██▍       | 126/519 [01:07<04:03,  1.62it/s]
       1/80     0.814G       1.25      2.802      2.783      1.496         13        640:  24%|██▍       | 127/519 [01:07<03:06,  2.10it/s]
       1/80     0.814G      1.247      2.793      2.777      1.493         12        640:  24%|██▍       | 127/519 [01:07<03:06,  2.10it/s]
       1/80     0.814G      1.247      2.793      2.777      1.493         12        640:  25%|██▍       | 128/519 [01:07<02:47,  2.34it/s]
       1/80     0.814G      1.245      2.789      2.771      1.491         11        640:  25%|██▍       | 128/519 [01:08<02:47,  2.34it/s]
       1/80     0.814G      1.245      2.789      2.771      1.491         11        640:  25%|██▍       | 129/519 [01:08<02:27,  2.65it/s]
       1/80     0.814G      1.244      2.785      2.767      1.489         13        640:  25%|██▍       | 129/519 [01:08<02:27,  2.65it/s]
       1/80     0.814G      1.244      2.785      2.767      1.489         13        640:  25%|██▌       | 130/519 [01:08<02:30,  2.59it/s]
       1/80     0.814G      1.243      2.785      2.761      1.487         11        640:  25%|██▌       | 130/519 [01:08<02:30,  2.59it/s]
       1/80     0.814G      1.243      2.785      2.761      1.487         11        640:  25%|██▌       | 131/519 [01:08<02:08,  3.02it/s]
       1/80     0.814G      1.242       2.78      2.756      1.486         10        640:  25%|██▌       | 131/519 [01:09<02:08,  3.02it/s]
       1/80     0.814G      1.242       2.78      2.756      1.486         10        640:  25%|██▌       | 132/519 [01:09<02:09,  2.99it/s]
       1/80     0.814G      1.243      2.779      2.751      1.487          8        640:  25%|██▌       | 132/519 [01:09<02:09,  2.99it/s]
       1/80     0.814G      1.243      2.779      2.751      1.487          8        640:  26%|██▌       | 133/519 [01:09<02:37,  2.46it/s]
       1/80     0.814G      1.243      2.774      2.746      1.487          8        640:  26%|██▌       | 133/519 [01:10<02:37,  2.46it/s]
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       1/80     0.814G      1.243      2.768      2.743      1.486         11        640:  26%|██▌       | 134/519 [01:10<03:37,  1.77it/s]
       1/80     0.814G      1.243      2.768      2.743      1.486         11        640:  26%|██▌       | 135/519 [01:10<03:02,  2.11it/s]
       1/80     0.814G       1.24      2.757      2.737      1.484          7        640:  26%|██▌       | 135/519 [01:11<03:02,  2.11it/s]
       1/80     0.814G       1.24      2.757      2.737      1.484          7        640:  26%|██▌       | 136/519 [01:11<02:38,  2.42it/s]
       1/80     0.814G      1.243      2.757      2.735      1.487          9        640:  26%|██▌       | 136/519 [01:11<02:38,  2.42it/s]
       1/80     0.814G      1.243      2.757      2.735      1.487          9        640:  26%|██▋       | 137/519 [01:11<02:37,  2.43it/s]
       1/80     0.814G      1.242      2.752      2.731      1.486         11        640:  26%|██▋       | 137/519 [01:11<02:37,  2.43it/s]
       1/80     0.814G      1.242      2.752      2.731      1.486         11        640:  27%|██▋       | 138/519 [01:11<02:22,  2.68it/s]
       1/80     0.814G      1.242       2.76       2.73      1.486          9        640:  27%|██▋       | 138/519 [01:12<02:22,  2.68it/s]
       1/80     0.814G      1.242       2.76       2.73      1.486          9        640:  27%|██▋       | 139/519 [01:12<02:08,  2.97it/s]
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       1/80     0.814G      1.241      2.757      2.726      1.486          5        640:  27%|██▋       | 140/519 [01:13<02:50,  2.23it/s]
       1/80     0.814G      1.241      2.757      2.726      1.486          5        640:  27%|██▋       | 141/519 [01:13<02:53,  2.17it/s]
       1/80     0.814G       1.24       2.75       2.72      1.484          9        640:  27%|██▋       | 141/519 [01:13<02:53,  2.17it/s]
       1/80     0.814G       1.24       2.75       2.72      1.484          9        640:  27%|██▋       | 142/519 [01:13<02:37,  2.40it/s]
       1/80     0.814G      1.241       2.75      2.718      1.485          8        640:  27%|██▋       | 142/519 [01:13<02:37,  2.40it/s]
       1/80     0.814G      1.241       2.75      2.718      1.485          8        640:  28%|██▊       | 143/519 [01:13<02:19,  2.70it/s]
       1/80     0.814G      1.244       2.75      2.716      1.487         10        640:  28%|██▊       | 143/519 [01:14<02:19,  2.70it/s]
       1/80     0.814G      1.244       2.75      2.716      1.487         10        640:  28%|██▊       | 144/519 [01:14<02:34,  2.43it/s]
       1/80     0.814G      1.243      2.746       2.71      1.486         14        640:  28%|██▊       | 144/519 [01:15<02:34,  2.43it/s]
       1/80     0.814G      1.243      2.746       2.71      1.486         14        640:  28%|██▊       | 145/519 [01:15<04:28,  1.39it/s]
       1/80     0.814G       1.24      2.746      2.707      1.484         10        640:  28%|██▊       | 145/519 [01:16<04:28,  1.39it/s]
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       1/80     0.814G      1.241      2.749      2.704      1.484          9        640:  28%|██▊       | 146/519 [01:16<03:41,  1.68it/s]
       1/80     0.814G      1.241      2.749      2.704      1.484          9        640:  28%|██▊       | 147/519 [01:16<03:03,  2.02it/s]
       1/80     0.814G       1.24      2.748      2.699      1.486          5        640:  28%|██▊       | 147/519 [01:16<03:03,  2.02it/s]
       1/80     0.814G       1.24      2.748      2.699      1.486          5        640:  29%|██▊       | 148/519 [01:16<02:44,  2.26it/s]
       1/80     0.814G      1.241      2.744      2.695      1.486         11        640:  29%|██▊       | 148/519 [01:17<02:44,  2.26it/s]
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       1/80     0.814G      1.242      2.742      2.694      1.486          9        640:  29%|██▊       | 149/519 [01:17<03:53,  1.58it/s]
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       1/80     0.814G      1.243      2.737      2.688      1.486          7        640:  29%|██▉       | 150/519 [01:18<03:09,  1.95it/s]
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       1/80     0.814G      1.241      2.735      2.683      1.485         12        640:  29%|██▉       | 151/519 [01:18<02:37,  2.33it/s]
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       1/80     0.814G      1.238      2.731      2.677      1.482         10        640:  29%|██▉       | 152/519 [01:19<02:38,  2.32it/s]
       1/80     0.814G      1.238      2.731      2.677      1.482         10        640:  29%|██▉       | 153/519 [01:19<03:31,  1.73it/s]
       1/80     0.814G      1.236      2.727      2.672       1.48         10        640:  29%|██▉       | 153/519 [01:19<03:31,  1.73it/s]
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       1/80     0.814G      1.235      2.725      2.669       1.48          9        640:  30%|██▉       | 154/519 [01:20<02:46,  2.19it/s]
       1/80     0.814G      1.235      2.725      2.669       1.48          9        640:  30%|██▉       | 155/519 [01:20<02:27,  2.47it/s]
       1/80     0.814G      1.236      2.723      2.665       1.48         13        640:  30%|██▉       | 155/519 [01:20<02:27,  2.47it/s]
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       1/80     0.814G      1.235      2.718      2.659      1.479         12        640:  30%|███       | 156/519 [01:21<02:15,  2.69it/s]
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       1/80     0.814G      1.237      2.715      2.656      1.482          7        640:  30%|███       | 157/519 [01:21<02:53,  2.08it/s]
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       1/80     0.814G      1.237      2.714      2.653      1.481         12        640:  30%|███       | 158/519 [01:21<02:21,  2.56it/s]
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       1/80     0.814G      1.235      2.706      2.648      1.479          7        640:  31%|███       | 159/519 [01:22<02:13,  2.69it/s]
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       1/80     0.814G      1.235      2.702      2.642       1.48          9        640:  31%|███       | 160/519 [01:22<02:50,  2.11it/s]
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       1/80     0.814G      1.233      2.696      2.639      1.479          6        640:  31%|███       | 161/519 [01:22<02:27,  2.42it/s]
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       1/80     0.814G      1.235      2.694      2.636      1.479          9        640:  31%|███       | 162/519 [01:23<02:18,  2.58it/s]
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       1/80     0.814G      1.232      2.695       2.63      1.476         11        640:  31%|███▏      | 163/519 [01:24<02:04,  2.85it/s]
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       1/80     0.814G      1.233      2.691      2.627      1.476         10        640:  32%|███▏      | 164/519 [01:25<04:32,  1.31it/s]
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       1/80     0.814G      1.231      2.685      2.621      1.475          8        640:  32%|███▏      | 165/519 [01:25<03:34,  1.65it/s]
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       1/80     0.814G      1.231      2.683      2.617      1.475         10        640:  32%|███▏      | 166/519 [01:25<02:47,  2.11it/s]
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       1/80     0.814G       1.23      2.679      2.615      1.474         10        640:  32%|███▏      | 167/519 [01:26<02:25,  2.43it/s]
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       1/80     0.814G      1.231      2.676       2.61      1.475          9        640:  32%|███▏      | 168/519 [01:27<04:09,  1.41it/s]
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       1/80     0.814G      1.231      2.673      2.605      1.476         10        640:  33%|███▎      | 169/519 [01:27<03:19,  1.76it/s]
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       1/80     0.814G      1.233      2.673      2.604      1.474         12        640:  33%|███▎      | 170/519 [01:27<02:43,  2.14it/s]
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       1/80     0.814G      1.232       2.67      2.598      1.474         10        640:  33%|███▎      | 171/519 [01:28<02:25,  2.40it/s]
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       1/80     0.814G      1.234      2.669      2.596      1.475          9        640:  33%|███▎      | 172/519 [01:28<03:08,  1.84it/s]
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       1/80     0.816G      1.217      2.438      2.172      1.439         11        640:  60%|██████    | 312/519 [02:32<01:24,  2.46it/s]
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       1/80     0.816G      1.213      2.427      2.154      1.435          9        640:  61%|██████▏   | 319/519 [02:36<01:49,  1.82it/s]
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       1/80     0.816G      1.212      2.425      2.151      1.434          8        640:  62%|██████▏   | 320/519 [02:37<01:37,  2.04it/s]
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       1/80     0.816G      1.211      2.417      2.139      1.433         11        640:  62%|██████▏   | 324/519 [02:39<01:11,  2.72it/s]
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       1/80     0.816G       1.21      2.394      2.104      1.429         12        640:  66%|██████▋   | 345/519 [02:48<01:16,  2.28it/s]
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       1/80     0.816G      1.209      2.392      2.101      1.428         15        640:  67%|██████▋   | 346/519 [02:48<01:10,  2.45it/s]
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       1/80     0.816G      1.207      2.389      2.099      1.427          8        640:  67%|██████▋   | 347/519 [02:48<01:10,  2.44it/s]
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       1/80     0.816G      1.206      2.386      2.095      1.426         11        640:  67%|██████▋   | 349/519 [02:49<00:53,  3.16it/s]
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       1/80     0.816G      1.206      2.385      2.093      1.426          6        640:  68%|██████▊   | 351/519 [02:50<01:33,  1.80it/s]
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       1/80     0.816G        1.2       2.37      2.074      1.421          7        640:  69%|██████▉   | 360/519 [02:55<01:42,  1.55it/s]
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       1/80     0.816G        1.2      2.369      2.071       1.42         11        640:  70%|██████▉   | 361/519 [02:55<01:19,  1.99it/s]
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       1/80     0.816G        1.2      2.368      2.068      1.419         11        640:  70%|██████▉   | 362/519 [02:56<01:10,  2.22it/s]
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       1/80     0.816G      1.199      2.366      2.065      1.418         10        640:  70%|██████▉   | 363/519 [02:57<02:00,  1.30it/s]
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       1/80     0.816G      1.197      2.364      2.063      1.417          8        640:  70%|███████   | 364/519 [02:57<01:32,  1.68it/s]
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       1/80     0.816G      1.197      2.365      2.061      1.417          8        640:  70%|███████   | 365/519 [02:57<01:12,  2.12it/s]
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       1/80     0.816G       1.19      2.335      1.983       1.41          6        640:  79%|███████▉  | 410/519 [03:18<00:39,  2.79it/s]
       1/80     0.816G      1.189      2.333      1.981      1.409         11        640:  79%|███████▉  | 410/519 [03:19<00:39,  2.79it/s]
       1/80     0.816G      1.189      2.333      1.981      1.409         11        640:  79%|███████▉  | 411/519 [03:19<01:13,  1.48it/s]
       1/80     0.816G      1.189      2.331       1.98      1.408          9        640:  79%|███████▉  | 411/519 [03:20<01:13,  1.48it/s]
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       1/80     0.816G      1.188      2.329      1.974      1.407         10        640:  80%|███████▉  | 415/519 [03:21<00:56,  1.84it/s]
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       1/80     0.816G      1.187      2.314      1.931      1.402         10        640:  86%|████████▌ | 446/519 [03:34<00:23,  3.08it/s]
       1/80     0.816G      1.186      2.312      1.929      1.402          7        640:  86%|████████▌ | 446/519 [03:35<00:23,  3.08it/s]
       1/80     0.816G      1.186      2.312      1.929      1.402          7        640:  86%|████████▌ | 447/519 [03:35<00:34,  2.06it/s]
       1/80     0.816G      1.188      2.312      1.929      1.403         11        640:  86%|████████▌ | 447/519 [03:35<00:34,  2.06it/s]
       1/80     0.816G      1.188      2.312      1.929      1.403         11        640:  86%|████████▋ | 448/519 [03:35<00:30,  2.35it/s]
       1/80     0.816G      1.188      2.312      1.928      1.403         16        640:  86%|████████▋ | 448/519 [03:35<00:30,  2.35it/s]
       1/80     0.816G      1.188      2.312      1.928      1.403         16        640:  87%|████████▋ | 449/519 [03:35<00:26,  2.65it/s]
       1/80     0.816G      1.187       2.31      1.926      1.402          8        640:  87%|████████▋ | 449/519 [03:36<00:26,  2.65it/s]
       1/80     0.816G      1.187       2.31      1.926      1.402          8        640:  87%|████████▋ | 450/519 [03:36<00:22,  3.10it/s]
       1/80     0.816G      1.187       2.31      1.924      1.401         14        640:  87%|████████▋ | 450/519 [03:36<00:22,  3.10it/s]
       1/80     0.816G      1.187       2.31      1.924      1.401         14        640:  87%|████████▋ | 451/519 [03:36<00:21,  3.18it/s]
       1/80     0.816G      1.187      2.308      1.922      1.401          7        640:  87%|████████▋ | 451/519 [03:37<00:21,  3.18it/s]
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       1/80     0.816G      1.185      2.302       1.91      1.399          9        640:  88%|████████▊ | 458/519 [03:40<00:22,  2.67it/s]
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       1/80     0.816G      1.183      2.297      1.906      1.398          6        640:  89%|████████▉ | 462/519 [03:42<00:23,  2.38it/s]
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       1/80     0.816G      1.182      2.296      1.904      1.397         10        640:  89%|████████▉ | 463/519 [03:43<00:20,  2.75it/s]
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       1/80     0.816G      1.182      2.294      1.902      1.397         16        640:  89%|████████▉ | 464/519 [03:43<00:31,  1.77it/s]
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       1/80     0.816G      1.182      2.296      1.903      1.397          7        640:  90%|████████▉ | 465/519 [03:43<00:24,  2.17it/s]
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       1/80     0.816G      1.181      2.294      1.899      1.395         13        640:  90%|█████████ | 468/519 [03:45<00:36,  1.41it/s]
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       1/80     0.816G       1.18      2.293      1.897      1.395          8        640:  90%|█████████ | 469/519 [03:45<00:28,  1.76it/s]
       1/80     0.816G       1.18      2.293      1.897      1.395          8        640:  91%|█████████ | 470/519 [03:45<00:23,  2.13it/s]
       1/80     0.816G      1.181      2.292      1.896      1.396         10        640:  91%|█████████ | 470/519 [03:46<00:23,  2.13it/s]
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       1/80     0.816G      1.181      2.291      1.894      1.395         14        640:  91%|█████████ | 471/519 [03:46<00:25,  1.91it/s]
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       1/80     0.816G       1.18      2.292      1.893      1.395         13        640:  91%|█████████ | 472/519 [03:47<00:23,  2.00it/s]
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       1/80     0.816G       1.18       2.29       1.89      1.395          9        640:  91%|█████████ | 473/519 [03:47<00:19,  2.40it/s]
       1/80     0.816G       1.18       2.29       1.89      1.395          9        640:  91%|█████████▏| 474/519 [03:47<00:17,  2.57it/s]
       1/80     0.816G      1.179      2.289      1.888      1.394         12        640:  91%|█████████▏| 474/519 [03:47<00:17,  2.57it/s]
       1/80     0.816G      1.179      2.289      1.888      1.394         12        640:  92%|█████████▏| 475/519 [03:47<00:18,  2.37it/s]
       1/80     0.816G      1.179      2.288      1.887      1.394         16        640:  92%|█████████▏| 475/519 [03:48<00:18,  2.37it/s]
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       1/80     0.816G      1.179      2.287      1.886      1.394         13        640:  92%|█████████▏| 476/519 [03:48<00:22,  1.93it/s]
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       1/80     0.816G      1.179      2.287      1.884      1.393         13        640:  92%|█████████▏| 477/519 [03:49<00:18,  2.27it/s]
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       1/80     0.816G      1.178      2.285      1.882      1.393         11        640:  92%|█████████▏| 478/519 [03:49<00:15,  2.71it/s]
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       1/80     0.816G      1.177      2.283       1.88      1.392         11        640:  92%|█████████▏| 479/519 [03:50<00:18,  2.20it/s]
       1/80     0.816G      1.177      2.283       1.88      1.392         11        640:  92%|█████████▏| 480/519 [03:50<00:14,  2.62it/s]
       1/80     0.816G      1.176      2.284      1.879      1.392          6        640:  92%|█████████▏| 480/519 [03:50<00:14,  2.62it/s]
       1/80     0.816G      1.176      2.284      1.879      1.392          6        640:  93%|█████████▎| 481/519 [03:50<00:12,  2.98it/s]
       1/80     0.816G      1.175      2.282      1.877      1.391         10        640:  93%|█████████▎| 481/519 [03:50<00:12,  2.98it/s]
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       1/80     0.816G      1.176      2.282      1.876      1.391          9        640:  93%|█████████▎| 482/519 [03:51<00:15,  2.39it/s]
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       1/80     0.816G      1.176      2.282      1.875       1.39          9        640:  93%|█████████▎| 483/519 [03:51<00:14,  2.47it/s]
       1/80     0.816G      1.176      2.282      1.875       1.39          9        640:  93%|█████████▎| 484/519 [03:51<00:13,  2.60it/s]
       1/80     0.816G      1.176      2.281      1.874      1.391          7        640:  93%|█████████▎| 484/519 [03:51<00:13,  2.60it/s]
       1/80     0.816G      1.176      2.281      1.874      1.391          7        640:  93%|█████████▎| 485/519 [03:51<00:12,  2.64it/s]
       1/80     0.816G      1.176      2.278      1.872       1.39         10        640:  93%|█████████▎| 485/519 [03:53<00:12,  2.64it/s]
       1/80     0.816G      1.176      2.278      1.872       1.39         10        640:  94%|█████████▎| 486/519 [03:53<00:20,  1.62it/s]
       1/80     0.816G      1.175      2.277       1.87       1.39         11        640:  94%|█████████▎| 486/519 [03:53<00:20,  1.62it/s]
       1/80     0.816G      1.175      2.277       1.87       1.39         11        640:  94%|█████████▍| 487/519 [03:53<00:15,  2.00it/s]
       1/80     0.816G      1.176      2.277      1.869       1.39         10        640:  94%|█████████▍| 487/519 [03:53<00:15,  2.00it/s]
       1/80     0.816G      1.176      2.277      1.869       1.39         10        640:  94%|█████████▍| 488/519 [03:53<00:13,  2.37it/s]
       1/80     0.816G      1.176      2.278      1.869       1.39         13        640:  94%|█████████▍| 488/519 [03:53<00:13,  2.37it/s]
       1/80     0.816G      1.176      2.278      1.869       1.39         13        640:  94%|█████████▍| 489/519 [03:53<00:11,  2.71it/s]
       1/80     0.816G      1.175      2.276      1.867       1.39          8        640:  94%|█████████▍| 489/519 [03:54<00:11,  2.71it/s]
       1/80     0.816G      1.175      2.276      1.867       1.39          8        640:  94%|█████████▍| 490/519 [03:54<00:15,  1.90it/s]
       1/80     0.816G      1.175      2.277      1.866      1.389         11        640:  94%|█████████▍| 490/519 [03:55<00:15,  1.90it/s]
       1/80     0.816G      1.175      2.277      1.866      1.389         11        640:  95%|█████████▍| 491/519 [03:55<00:13,  2.11it/s]
       1/80     0.816G      1.174      2.274      1.864      1.389         10        640:  95%|█████████▍| 491/519 [03:55<00:13,  2.11it/s]
       1/80     0.816G      1.174      2.274      1.864      1.389         10        640:  95%|█████████▍| 492/519 [03:55<00:15,  1.74it/s]
       1/80     0.816G      1.175      2.274      1.862      1.389         13        640:  95%|█████████▍| 492/519 [03:56<00:15,  1.74it/s]
       1/80     0.816G      1.175      2.274      1.862      1.389         13        640:  95%|█████████▍| 493/519 [03:56<00:12,  2.06it/s]
       1/80     0.816G      1.174      2.272      1.861      1.388          7        640:  95%|█████████▍| 493/519 [03:56<00:12,  2.06it/s]
       1/80     0.816G      1.174      2.272      1.861      1.388          7        640:  95%|█████████▌| 494/519 [03:56<00:11,  2.09it/s]
       1/80     0.816G      1.174      2.272      1.859      1.388         13        640:  95%|█████████▌| 494/519 [03:56<00:11,  2.09it/s]
       1/80     0.816G      1.174      2.272      1.859      1.388         13        640:  95%|█████████▌| 495/519 [03:56<00:09,  2.41it/s]
       1/80     0.816G      1.173       2.27      1.857      1.387          9        640:  95%|█████████▌| 495/519 [03:57<00:09,  2.41it/s]
       1/80     0.816G      1.173       2.27      1.857      1.387          9        640:  96%|█████████▌| 496/519 [03:57<00:08,  2.82it/s]
       1/80     0.816G      1.172      2.268      1.855      1.386          7        640:  96%|█████████▌| 496/519 [03:57<00:08,  2.82it/s]
       1/80     0.816G      1.172      2.268      1.855      1.386          7        640:  96%|█████████▌| 497/519 [03:57<00:07,  2.98it/s]
       1/80     0.816G      1.173      2.269      1.855      1.386         12        640:  96%|█████████▌| 497/519 [03:58<00:07,  2.98it/s]
       1/80     0.816G      1.173      2.269      1.855      1.386         12        640:  96%|█████████▌| 498/519 [03:58<00:14,  1.41it/s]
       1/80     0.816G      1.172      2.269      1.855      1.386          9        640:  96%|█████████▌| 498/519 [03:59<00:14,  1.41it/s]
       1/80     0.816G      1.172      2.269      1.855      1.386          9        640:  96%|█████████▌| 499/519 [03:59<00:11,  1.68it/s]
       1/80     0.816G      1.172      2.268      1.853      1.386         10        640:  96%|█████████▌| 499/519 [03:59<00:11,  1.68it/s]
       1/80     0.816G      1.172      2.268      1.853      1.386         10        640:  96%|█████████▋| 500/519 [03:59<00:08,  2.14it/s]
       1/80     0.816G      1.171      2.266      1.852      1.385         13        640:  96%|█████████▋| 500/519 [03:59<00:08,  2.14it/s]
       1/80     0.816G      1.171      2.266      1.852      1.385         13        640:  97%|█████████▋| 501/519 [03:59<00:07,  2.53it/s]
       1/80     0.816G      1.171      2.265       1.85      1.385         14        640:  97%|█████████▋| 501/519 [04:00<00:07,  2.53it/s]
       1/80     0.816G      1.171      2.265       1.85      1.385         14        640:  97%|█████████▋| 502/519 [04:00<00:11,  1.53it/s]
       1/80     0.816G      1.172      2.265      1.851      1.385          7        640:  97%|█████████▋| 502/519 [04:01<00:11,  1.53it/s]
       1/80     0.816G      1.172      2.265      1.851      1.385          7        640:  97%|█████████▋| 503/519 [04:01<00:08,  1.82it/s]
       1/80     0.816G      1.171      2.264       1.85      1.385          8        640:  97%|█████████▋| 503/519 [04:01<00:08,  1.82it/s]
       1/80     0.816G      1.171      2.264       1.85      1.385          8        640:  97%|█████████▋| 504/519 [04:01<00:06,  2.19it/s]
       1/80     0.816G      1.172      2.263      1.849      1.385          8        640:  97%|█████████▋| 504/519 [04:01<00:06,  2.19it/s]
       1/80     0.816G      1.172      2.263      1.849      1.385          8        640:  97%|█████████▋| 505/519 [04:01<00:05,  2.56it/s]
       1/80     0.816G      1.172      2.264      1.848      1.386          8        640:  97%|█████████▋| 505/519 [04:02<00:05,  2.56it/s]
       1/80     0.816G      1.172      2.264      1.848      1.386          8        640:  97%|█████████▋| 506/519 [04:02<00:06,  1.92it/s]
       1/80     0.816G      1.171      2.263      1.846      1.385          7        640:  97%|█████████▋| 506/519 [04:02<00:06,  1.92it/s]
       1/80     0.816G      1.171      2.263      1.846      1.385          7        640:  98%|█████████▊| 507/519 [04:02<00:05,  2.25it/s]
       1/80     0.816G      1.171      2.262      1.844      1.385         11        640:  98%|█████████▊| 507/519 [04:03<00:05,  2.25it/s]
       1/80     0.816G      1.171      2.262      1.844      1.385         11        640:  98%|█████████▊| 508/519 [04:03<00:05,  1.89it/s]
       1/80     0.816G      1.171      2.261      1.843      1.385          9        640:  98%|█████████▊| 508/519 [04:03<00:05,  1.89it/s]
       1/80     0.816G      1.171      2.261      1.843      1.385          9        640:  98%|█████████▊| 509/519 [04:03<00:04,  2.17it/s]
       1/80     0.816G       1.17      2.259      1.841      1.384         13        640:  98%|█████████▊| 509/519 [04:04<00:04,  2.17it/s]
       1/80     0.816G       1.17      2.259      1.841      1.384         13        640:  98%|█████████▊| 510/519 [04:04<00:04,  1.91it/s]
       1/80     0.816G       1.17      2.258       1.84      1.384          9        640:  98%|█████████▊| 510/519 [04:04<00:04,  1.91it/s]
       1/80     0.816G       1.17      2.258       1.84      1.384          9        640:  98%|█████████▊| 511/519 [04:04<00:03,  2.30it/s]
       1/80     0.816G      1.169      2.258      1.838      1.383         10        640:  98%|█████████▊| 511/519 [04:04<00:03,  2.30it/s]
       1/80     0.816G      1.169      2.258      1.838      1.383         10        640:  99%|█████████▊| 512/519 [04:04<00:02,  2.65it/s]
       1/80     0.816G      1.169      2.258      1.837      1.383         10        640:  99%|█████████▊| 512/519 [04:05<00:02,  2.65it/s]
       1/80     0.816G      1.169      2.258      1.837      1.383         10        640:  99%|█████████▉| 513/519 [04:05<00:01,  3.05it/s]
       1/80     0.816G      1.169      2.258      1.836      1.383         13        640:  99%|█████████▉| 513/519 [04:06<00:01,  3.05it/s]
       1/80     0.816G      1.169      2.258      1.836      1.383         13        640:  99%|█████████▉| 514/519 [04:06<00:02,  1.72it/s]
       1/80     0.816G      1.168      2.257      1.834      1.382          8        640:  99%|█████████▉| 514/519 [04:06<00:02,  1.72it/s]
       1/80     0.816G      1.168      2.257      1.834      1.382          8        640:  99%|█████████▉| 515/519 [04:06<00:01,  2.06it/s]
       1/80     0.816G      1.168      2.257      1.833      1.382         10        640:  99%|█████████▉| 515/519 [04:06<00:01,  2.06it/s]
       1/80     0.816G      1.168      2.257      1.833      1.382         10        640:  99%|█████████▉| 516/519 [04:06<00:01,  2.49it/s]
       1/80     0.816G      1.168      2.257      1.832      1.382         11        640:  99%|█████████▉| 516/519 [04:07<00:01,  2.49it/s]
       1/80     0.816G      1.168      2.257      1.832      1.382         11        640: 100%|█████████▉| 517/519 [04:07<00:00,  2.64it/s]
       1/80     0.816G      1.167      2.255       1.83      1.382         10        640: 100%|█████████▉| 517/519 [04:07<00:00,  2.64it/s]
       1/80     0.816G      1.167      2.255       1.83      1.382         10        640: 100%|█████████▉| 518/519 [04:07<00:00,  2.99it/s]
       1/80     0.816G      1.167      2.255       1.83      1.382          7        640: 100%|█████████▉| 518/519 [04:07<00:00,  2.99it/s]
       1/80     0.816G      1.167      2.255       1.83      1.382          7        640: 100%|██████████| 519/519 [04:07<00:00,  3.39it/s]
       1/80     0.816G      1.167      2.255       1.83      1.382          7        640: 100%|██████████| 519/519 [04:07<00:00,  2.10it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]/home/Student/s4671748/miniconda3/lib/python3.12/site-packages/torch/utils/data/dataloader.py:617: UserWarning: This DataLoader will create 8 worker processes in total. Our suggested max number of worker in current system is 1, which is smaller than what this DataLoader is going to create. Please be aware that excessive worker creation might get DataLoader running slow or even freeze, lower the worker number to avoid potential slowness/freeze if necessary.
+  warnings.warn(
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<07:16,  6.83s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:07<03:11,  3.04s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:49,  1.76s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:15,  1.23s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<01:00,  1.02s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:09<00:50,  1.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:42,  1.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:10<00:37,  1.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:32,  1.75it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:26,  2.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:11<00:24,  2.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:20,  2.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:22,  2.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:23,  2.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:19,  2.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:22,  2.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:25,  1.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:26,  1.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:15<00:25,  1.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:27,  1.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:28,  1.55it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:17<00:27,  1.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:25,  1.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  1.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:18<00:18,  2.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.27it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:19<00:06,  5.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:19<00:06,  5.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:19<00:05,  5.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:05,  6.36it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.58it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.81it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:20<00:04,  6.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:20<00:03,  7.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:20<00:04,  6.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:04,  5.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:04,  5.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  5.93it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:21<00:03,  5.93it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:21<00:03,  6.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:21<00:03,  6.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  6.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:03,  5.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:22<00:02,  6.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:22<00:02,  6.49it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:22<00:02,  6.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:22<00:01,  7.44it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  82%|████████▏ | 53/65 [00:22<00:01,  8.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:22<00:01,  8.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  8.83it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:00,  9.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  89%|████████▉ | 58/65 [00:23<00:00,  9.39it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:23<00:00,  9.46it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  92%|█████████▏| 60/65 [00:23<00:00,  9.49it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:23<00:00,  9.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:23<00:00,  9.59it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:23<00:00,  8.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  98%|█████████▊| 64/65 [00:23<00:00,  8.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  7.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:24<00:00,  2.70it/s]
+                   all        519        519       0.85      0.783       0.86      0.542      0.847      0.781      0.855       0.54
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
       2/80     0.919G     0.7458      2.071      1.167      1.198         12        640:   0%|          | 0/519 [00:02<?, ?it/s]
       2/80     0.919G     0.7458      2.071      1.167      1.198         12        640:   0%|          | 1/519 [00:02<25:49,  2.99s/it]
       2/80     0.931G     0.9283      2.176      1.201      1.254         10        640:   0%|          | 1/519 [00:03<25:49,  2.99s/it]
       2/80     0.931G     0.9283      2.176      1.201      1.254         10        640:   0%|          | 2/519 [00:03<12:25,  1.44s/it]
       2/80     0.931G     0.9704      2.146      1.189      1.255         11        640:   0%|          | 2/519 [00:03<12:25,  1.44s/it]
       2/80     0.931G     0.9704      2.146      1.189      1.255         11        640:   1%|          | 3/519 [00:03<07:40,  1.12it/s]
       2/80     0.935G      1.053      2.072      1.375       1.29          7        640:   1%|          | 3/519 [00:03<07:40,  1.12it/s]
       2/80     0.935G      1.053      2.072      1.375       1.29          7        640:   1%|          | 4/519 [00:03<05:29,  1.56it/s]
       2/80     0.935G      1.082      2.115      1.481      1.306          8        640:   1%|          | 4/519 [00:05<05:29,  1.56it/s]
       2/80     0.935G      1.082      2.115      1.481      1.306          8        640:   1%|          | 5/519 [00:05<07:31,  1.14it/s]
       2/80     0.935G      1.158      2.206      1.456      1.322         11        640:   1%|          | 5/519 [00:05<07:31,  1.14it/s]
       2/80     0.935G      1.158      2.206      1.456      1.322         11        640:   1%|          | 6/519 [00:05<05:37,  1.52it/s]
       2/80     0.935G      1.126      2.129       1.46       1.28          9        640:   1%|          | 6/519 [00:05<05:37,  1.52it/s]
       2/80     0.935G      1.126      2.129       1.46       1.28          9        640:   1%|▏         | 7/519 [00:05<04:24,  1.94it/s]
       2/80     0.935G      1.135       2.06        1.4      1.278          9        640:   1%|▏         | 7/519 [00:05<04:24,  1.94it/s]
       2/80     0.935G      1.135       2.06        1.4      1.278          9        640:   2%|▏         | 8/519 [00:05<03:45,  2.27it/s]
       2/80     0.935G      1.115      2.106      1.381      1.295          7        640:   2%|▏         | 8/519 [00:06<03:45,  2.27it/s]
       2/80     0.935G      1.115      2.106      1.381      1.295          7        640:   2%|▏         | 9/519 [00:06<04:47,  1.77it/s]
       2/80     0.935G      1.119      2.074      1.359      1.288         13        640:   2%|▏         | 9/519 [00:06<04:47,  1.77it/s]
       2/80     0.935G      1.119      2.074      1.359      1.288         13        640:   2%|▏         | 10/519 [00:06<04:00,  2.11it/s]
       2/80     0.935G      1.132      2.049       1.35      1.293         11        640:   2%|▏         | 10/519 [00:07<04:00,  2.11it/s]
       2/80     0.935G      1.132      2.049       1.35      1.293         11        640:   2%|▏         | 11/519 [00:07<03:20,  2.53it/s]
       2/80     0.935G      1.136      2.052      1.323      1.307         11        640:   2%|▏         | 11/519 [00:07<03:20,  2.53it/s]
       2/80     0.935G      1.136      2.052      1.323      1.307         11        640:   2%|▏         | 12/519 [00:07<02:47,  3.02it/s]
       2/80     0.935G      1.122      2.039      1.299      1.297          9        640:   2%|▏         | 12/519 [00:08<02:47,  3.02it/s]
       2/80     0.935G      1.122      2.039      1.299      1.297          9        640:   3%|▎         | 13/519 [00:08<05:22,  1.57it/s]
       2/80     0.935G      1.129      2.084      1.287      1.308          9        640:   3%|▎         | 13/519 [00:09<05:22,  1.57it/s]
       2/80     0.935G      1.129      2.084      1.287      1.308          9        640:   3%|▎         | 14/519 [00:09<04:30,  1.86it/s]
       2/80     0.935G      1.142      2.058      1.304      1.298         12        640:   3%|▎         | 14/519 [00:09<04:30,  1.86it/s]
       2/80     0.935G      1.142      2.058      1.304      1.298         12        640:   3%|▎         | 15/519 [00:09<03:44,  2.25it/s]
       2/80     0.935G      1.125      2.032      1.304      1.291          9        640:   3%|▎         | 15/519 [00:09<03:44,  2.25it/s]
       2/80     0.935G      1.125      2.032      1.304      1.291          9        640:   3%|▎         | 16/519 [00:09<03:17,  2.55it/s]
       2/80     0.935G      1.114      2.018      1.294      1.286         11        640:   3%|▎         | 16/519 [00:10<03:17,  2.55it/s]
       2/80     0.935G      1.114      2.018      1.294      1.286         11        640:   3%|▎         | 17/519 [00:10<04:35,  1.82it/s]
       2/80     0.935G      1.132      2.049      1.314      1.291         14        640:   3%|▎         | 17/519 [00:10<04:35,  1.82it/s]
       2/80     0.935G      1.132      2.049      1.314      1.291         14        640:   3%|▎         | 18/519 [00:10<03:46,  2.21it/s]
       2/80     0.935G       1.14      2.058      1.313      1.294         11        640:   3%|▎         | 18/519 [00:10<03:46,  2.21it/s]
       2/80     0.935G       1.14      2.058      1.313      1.294         11        640:   4%|▎         | 19/519 [00:10<03:16,  2.55it/s]
       2/80     0.935G       1.15      2.085      1.338      1.298          8        640:   4%|▎         | 19/519 [00:11<03:16,  2.55it/s]
       2/80     0.935G       1.15      2.085      1.338      1.298          8        640:   4%|▍         | 20/519 [00:11<02:59,  2.77it/s]
       2/80     0.935G      1.145      2.086      1.333      1.313          6        640:   4%|▍         | 20/519 [00:13<02:59,  2.77it/s]
       2/80     0.935G      1.145      2.086      1.333      1.313          6        640:   4%|▍         | 21/519 [00:13<06:44,  1.23it/s]
       2/80     0.935G      1.132      2.082      1.316      1.303         12        640:   4%|▍         | 21/519 [00:13<06:44,  1.23it/s]
       2/80     0.935G      1.132      2.082      1.316      1.303         12        640:   4%|▍         | 22/519 [00:13<05:17,  1.57it/s]
       2/80     0.935G      1.132       2.08      1.308      1.307         11        640:   4%|▍         | 22/519 [00:13<05:17,  1.57it/s]
       2/80     0.935G      1.132       2.08      1.308      1.307         11        640:   4%|▍         | 23/519 [00:13<04:20,  1.91it/s]
       2/80     0.935G      1.133      2.069      1.292      1.308         12        640:   4%|▍         | 23/519 [00:13<04:20,  1.91it/s]
       2/80     0.935G      1.133      2.069      1.292      1.308         12        640:   5%|▍         | 24/519 [00:13<03:30,  2.35it/s]
       2/80     0.935G      1.136      2.074      1.288      1.305         14        640:   5%|▍         | 24/519 [00:14<03:30,  2.35it/s]
       2/80     0.935G      1.136      2.074      1.288      1.305         14        640:   5%|▍         | 25/519 [00:14<05:02,  1.63it/s]
       2/80     0.935G      1.127      2.068      1.282      1.307         10        640:   5%|▍         | 25/519 [00:15<05:02,  1.63it/s]
       2/80     0.935G      1.127      2.068      1.282      1.307         10        640:   5%|▌         | 26/519 [00:15<04:21,  1.89it/s]
       2/80     0.935G      1.118      2.037      1.268      1.298         10        640:   5%|▌         | 26/519 [00:15<04:21,  1.89it/s]
       2/80     0.935G      1.118      2.037      1.268      1.298         10        640:   5%|▌         | 27/519 [00:15<03:36,  2.28it/s]
       2/80     0.935G      1.112      2.027      1.264      1.292         13        640:   5%|▌         | 27/519 [00:15<03:36,  2.28it/s]
       2/80     0.935G      1.112      2.027      1.264      1.292         13        640:   5%|▌         | 28/519 [00:15<03:11,  2.56it/s]
       2/80     0.935G      1.116      2.012      1.256      1.286         10        640:   5%|▌         | 28/519 [00:16<03:11,  2.56it/s]
       2/80     0.935G      1.116      2.012      1.256      1.286         10        640:   6%|▌         | 29/519 [00:16<05:12,  1.57it/s]
       2/80     0.935G      1.117      2.006      1.247      1.284         12        640:   6%|▌         | 29/519 [00:17<05:12,  1.57it/s]
       2/80     0.935G      1.117      2.006      1.247      1.284         12        640:   6%|▌         | 30/519 [00:17<04:17,  1.90it/s]
       2/80     0.935G      1.122      2.001      1.243      1.288         11        640:   6%|▌         | 30/519 [00:17<04:17,  1.90it/s]
       2/80     0.935G      1.122      2.001      1.243      1.288         11        640:   6%|▌         | 31/519 [00:17<03:24,  2.39it/s]
       2/80     0.935G       1.12      2.005      1.245      1.288         11        640:   6%|▌         | 31/519 [00:17<03:24,  2.39it/s]
       2/80     0.935G       1.12      2.005      1.245      1.288         11        640:   6%|▌         | 32/519 [00:17<03:15,  2.49it/s]
       2/80     0.935G      1.119      2.004      1.243      1.289          8        640:   6%|▌         | 32/519 [00:19<03:15,  2.49it/s]
       2/80     0.935G      1.119      2.004      1.243      1.289          8        640:   6%|▋         | 33/519 [00:19<06:01,  1.34it/s]
       2/80     0.935G       1.12      2.014      1.241      1.291         12        640:   6%|▋         | 33/519 [00:19<06:01,  1.34it/s]
       2/80     0.935G       1.12      2.014      1.241      1.291         12        640:   7%|▋         | 34/519 [00:19<04:46,  1.70it/s]
       2/80     0.935G      1.133      2.022      1.247      1.294          9        640:   7%|▋         | 34/519 [00:19<04:46,  1.70it/s]
       2/80     0.935G      1.133      2.022      1.247      1.294          9        640:   7%|▋         | 35/519 [00:19<03:50,  2.10it/s]
       2/80     0.935G      1.139      2.039      1.251      1.297         11        640:   7%|▋         | 35/519 [00:19<03:50,  2.10it/s]
       2/80     0.935G      1.139      2.039      1.251      1.297         11        640:   7%|▋         | 36/519 [00:19<03:13,  2.50it/s]
       2/80     0.935G      1.154      2.072      1.258      1.308         10        640:   7%|▋         | 36/519 [00:20<03:13,  2.50it/s]
       2/80     0.935G      1.154      2.072      1.258      1.308         10        640:   7%|▋         | 37/519 [00:20<04:19,  1.86it/s]
       2/80     0.935G      1.148       2.06      1.251      1.302         14        640:   7%|▋         | 37/519 [00:20<04:19,  1.86it/s]
       2/80     0.935G      1.148       2.06      1.251      1.302         14        640:   7%|▋         | 38/519 [00:20<03:34,  2.24it/s]
       2/80     0.935G      1.147      2.045      1.244      1.301          9        640:   7%|▋         | 38/519 [00:21<03:34,  2.24it/s]
       2/80     0.935G      1.147      2.045      1.244      1.301          9        640:   8%|▊         | 39/519 [00:21<03:16,  2.44it/s]
       2/80     0.935G      1.142      2.036      1.243      1.297         10        640:   8%|▊         | 39/519 [00:21<03:16,  2.44it/s]
       2/80     0.935G      1.142      2.036      1.243      1.297         10        640:   8%|▊         | 40/519 [00:21<02:50,  2.82it/s]
       2/80     0.935G      1.149      2.022      1.243      1.299          9        640:   8%|▊         | 40/519 [00:22<02:50,  2.82it/s]
       2/80     0.935G      1.149      2.022      1.243      1.299          9        640:   8%|▊         | 41/519 [00:22<04:30,  1.77it/s]
       2/80     0.935G      1.152      2.029      1.243      1.304         11        640:   8%|▊         | 41/519 [00:22<04:30,  1.77it/s]
       2/80     0.935G      1.152      2.029      1.243      1.304         11        640:   8%|▊         | 42/519 [00:22<03:40,  2.17it/s]
       2/80     0.935G       1.15       2.03      1.244      1.302         13        640:   8%|▊         | 42/519 [00:23<03:40,  2.17it/s]
       2/80     0.935G       1.15       2.03      1.244      1.302         13        640:   8%|▊         | 43/519 [00:23<03:09,  2.51it/s]
       2/80     0.935G      1.149      2.016      1.237      1.303          8        640:   8%|▊         | 43/519 [00:23<03:09,  2.51it/s]
       2/80     0.935G      1.149      2.016      1.237      1.303          8        640:   8%|▊         | 44/519 [00:23<02:41,  2.94it/s]
       2/80     0.935G      1.144       2.01      1.234      1.296          7        640:   8%|▊         | 44/519 [00:24<02:41,  2.94it/s]
       2/80     0.935G      1.144       2.01      1.234      1.296          7        640:   9%|▊         | 45/519 [00:24<03:52,  2.04it/s]
       2/80     0.935G       1.15      2.019      1.241      1.299         12        640:   9%|▊         | 45/519 [00:24<03:52,  2.04it/s]
       2/80     0.935G       1.15      2.019      1.241      1.299         12        640:   9%|▉         | 46/519 [00:24<03:17,  2.39it/s]
       2/80     0.935G       1.15      2.024      1.235      1.301         12        640:   9%|▉         | 46/519 [00:24<03:17,  2.39it/s]
       2/80     0.935G      1.152      2.017      1.235      1.299          9        640:   9%|▉         | 46/519 [00:24<03:17,  2.39it/s]
       2/80     0.935G      1.152      2.017      1.235      1.299          9        640:   9%|▉         | 48/519 [00:24<02:00,  3.90it/s]
       2/80     0.935G       1.15      2.005      1.232      1.296         11        640:   9%|▉         | 48/519 [00:25<02:00,  3.90it/s]
       2/80     0.935G       1.15      2.005      1.232      1.296         11        640:   9%|▉         | 49/519 [00:25<03:28,  2.25it/s]
       2/80     0.935G      1.148      2.002       1.23      1.294          7        640:   9%|▉         | 49/519 [00:26<03:28,  2.25it/s]
       2/80     0.935G      1.148      2.002       1.23      1.294          7        640:  10%|▉         | 50/519 [00:26<03:59,  1.96it/s]
       2/80     0.935G      1.157      2.017      1.239      1.309          7        640:  10%|▉         | 50/519 [00:26<03:59,  1.96it/s]
       2/80     0.935G      1.157      2.017      1.239      1.309          7        640:  10%|▉         | 51/519 [00:26<03:11,  2.45it/s]
       2/80     0.935G      1.156      2.019      1.236      1.311          9        640:  10%|▉         | 51/519 [00:26<03:11,  2.45it/s]
       2/80     0.935G      1.156      2.019      1.236      1.311          9        640:  10%|█         | 52/519 [00:26<02:53,  2.69it/s]
       2/80     0.935G      1.152      2.009       1.23      1.309          9        640:  10%|█         | 52/519 [00:27<02:53,  2.69it/s]
       2/80     0.935G      1.152      2.009       1.23      1.309          9        640:  10%|█         | 53/519 [00:27<03:02,  2.55it/s]
       2/80     0.935G      1.152      2.003      1.226      1.305         11        640:  10%|█         | 53/519 [00:27<03:02,  2.55it/s]
       2/80     0.935G      1.152      2.003      1.226      1.305         11        640:  10%|█         | 54/519 [00:27<04:16,  1.81it/s]
       2/80     0.935G      1.158       2.02      1.228       1.31          9        640:  10%|█         | 54/519 [00:28<04:16,  1.81it/s]
       2/80     0.935G      1.158       2.02      1.228       1.31          9        640:  11%|█         | 55/519 [00:28<03:25,  2.26it/s]
       2/80     0.935G      1.155      2.018      1.225      1.308         12        640:  11%|█         | 55/519 [00:28<03:25,  2.26it/s]
       2/80     0.935G      1.155      2.018      1.225      1.308         12        640:  11%|█         | 56/519 [00:28<03:00,  2.57it/s]
       2/80     0.935G      1.152       2.01      1.219      1.308         11        640:  11%|█         | 56/519 [00:28<03:00,  2.57it/s]
       2/80     0.935G      1.152       2.01      1.219      1.308         11        640:  11%|█         | 57/519 [00:28<02:46,  2.78it/s]
       2/80     0.935G      1.156       2.01       1.23      1.311          9        640:  11%|█         | 57/519 [00:29<02:46,  2.78it/s]
       2/80     0.935G      1.156       2.01       1.23      1.311          9        640:  11%|█         | 58/519 [00:29<04:06,  1.87it/s]
       2/80     0.935G      1.152      2.014      1.226      1.309         11        640:  11%|█         | 58/519 [00:29<04:06,  1.87it/s]
       2/80     0.935G      1.152      2.014      1.226      1.309         11        640:  11%|█▏        | 59/519 [00:29<03:24,  2.25it/s]
       2/80     0.935G      1.145      2.007      1.222      1.306          9        640:  11%|█▏        | 59/519 [00:30<03:24,  2.25it/s]
       2/80     0.935G      1.145      2.007      1.222      1.306          9        640:  12%|█▏        | 60/519 [00:30<02:47,  2.74it/s]
       2/80     0.935G      1.148      2.003      1.222      1.305         12        640:  12%|█▏        | 60/519 [00:30<02:47,  2.74it/s]
       2/80     0.935G      1.148      2.003      1.222      1.305         12        640:  12%|█▏        | 61/519 [00:30<02:57,  2.57it/s]
       2/80     0.935G       1.15      1.997      1.225      1.309          6        640:  12%|█▏        | 61/519 [00:30<02:57,  2.57it/s]
       2/80     0.935G       1.15      1.997      1.225      1.309          6        640:  12%|█▏        | 62/519 [00:30<02:51,  2.66it/s]
       2/80     0.935G      1.155      2.002      1.227      1.312         11        640:  12%|█▏        | 62/519 [00:31<02:51,  2.66it/s]
       2/80     0.935G      1.155      2.002      1.227      1.312         11        640:  12%|█▏        | 63/519 [00:31<02:30,  3.04it/s]
       2/80     0.935G      1.151      1.991      1.221      1.309         11        640:  12%|█▏        | 63/519 [00:31<02:30,  3.04it/s]
       2/80     0.935G      1.151      1.991      1.221      1.309         11        640:  12%|█▏        | 64/519 [00:31<02:21,  3.21it/s]
       2/80     0.935G      1.152      1.992      1.223       1.31         13        640:  12%|█▏        | 64/519 [00:32<02:21,  3.21it/s]
       2/80     0.935G      1.152      1.992      1.223       1.31         13        640:  13%|█▎        | 65/519 [00:32<03:45,  2.01it/s]
       2/80     0.935G       1.15      1.984      1.222      1.311          8        640:  13%|█▎        | 65/519 [00:32<03:45,  2.01it/s]
       2/80     0.935G       1.15      1.984      1.222      1.311          8        640:  13%|█▎        | 66/519 [00:32<03:12,  2.36it/s]
       2/80     0.935G      1.154       1.99      1.225      1.312          7        640:  13%|█▎        | 66/519 [00:32<03:12,  2.36it/s]
       2/80     0.935G      1.154       1.99      1.225      1.312          7        640:  13%|█▎        | 67/519 [00:32<02:51,  2.64it/s]
       2/80     0.935G      1.151      1.992      1.228      1.311          6        640:  13%|█▎        | 67/519 [00:32<02:51,  2.64it/s]
       2/80     0.935G      1.151      1.992      1.228      1.311          6        640:  13%|█▎        | 68/519 [00:32<02:25,  3.11it/s]
       2/80     0.935G      1.149      1.987      1.225      1.312         10        640:  13%|█▎        | 68/519 [00:33<02:25,  3.11it/s]
       2/80     0.935G      1.149      1.987      1.225      1.312         10        640:  13%|█▎        | 69/519 [00:33<03:15,  2.31it/s]
       2/80     0.935G      1.153      1.987      1.228      1.312          9        640:  13%|█▎        | 69/519 [00:34<03:15,  2.31it/s]
       2/80     0.935G      1.153      1.987      1.228      1.312          9        640:  13%|█▎        | 70/519 [00:34<04:19,  1.73it/s]
       2/80     0.935G      1.153      1.979       1.23      1.309          9        640:  13%|█▎        | 70/519 [00:34<04:19,  1.73it/s]
       2/80     0.935G      1.153      1.979       1.23      1.309          9        640:  14%|█▎        | 71/519 [00:34<03:36,  2.07it/s]
       2/80     0.935G      1.158      1.993      1.245      1.316          8        640:  14%|█▎        | 71/519 [00:35<03:36,  2.07it/s]
       2/80     0.935G      1.158      1.993      1.245      1.316          8        640:  14%|█▍        | 72/519 [00:35<03:11,  2.34it/s]
       2/80     0.935G      1.159      1.989      1.244      1.317         10        640:  14%|█▍        | 72/519 [00:36<03:11,  2.34it/s]
       2/80     0.935G      1.159      1.989      1.244      1.317         10        640:  14%|█▍        | 73/519 [00:36<04:13,  1.76it/s]
       2/80     0.935G      1.161      1.989      1.243      1.317         12        640:  14%|█▍        | 73/519 [00:36<04:13,  1.76it/s]
       2/80     0.935G      1.161      1.989      1.243      1.317         12        640:  14%|█▍        | 74/519 [00:36<03:28,  2.14it/s]
       2/80     0.935G      1.162       1.99      1.248      1.318          9        640:  14%|█▍        | 74/519 [00:36<03:28,  2.14it/s]
       2/80     0.935G      1.162       1.99      1.248      1.318          9        640:  14%|█▍        | 75/519 [00:36<02:58,  2.49it/s]
       2/80     0.935G      1.166      1.999      1.255       1.32         10        640:  14%|█▍        | 75/519 [00:36<02:58,  2.49it/s]
       2/80     0.935G      1.166      1.999      1.255       1.32         10        640:  15%|█▍        | 76/519 [00:36<02:39,  2.77it/s]
       2/80     0.935G      1.164      1.996      1.253       1.32          8        640:  15%|█▍        | 76/519 [00:37<02:39,  2.77it/s]
       2/80     0.935G      1.164      1.996      1.253       1.32          8        640:  15%|█▍        | 77/519 [00:37<03:13,  2.28it/s]
       2/80     0.935G      1.163      1.996      1.253      1.321          8        640:  15%|█▍        | 77/519 [00:37<03:13,  2.28it/s]
       2/80     0.935G      1.163      1.996      1.253      1.321          8        640:  15%|█▌        | 78/519 [00:37<02:53,  2.54it/s]
       2/80     0.935G       1.16       1.99      1.249      1.317          7        640:  15%|█▌        | 78/519 [00:37<02:53,  2.54it/s]
       2/80     0.935G       1.16       1.99      1.249      1.317          7        640:  15%|█▌        | 79/519 [00:37<02:35,  2.83it/s]
       2/80     0.935G       1.16      1.987      1.249      1.317         10        640:  15%|█▌        | 79/519 [00:39<02:35,  2.83it/s]
       2/80     0.935G       1.16      1.987      1.249      1.317         10        640:  15%|█▌        | 80/519 [00:39<04:26,  1.65it/s]
       2/80     0.935G      1.162      1.989       1.25      1.317         12        640:  15%|█▌        | 80/519 [00:39<04:26,  1.65it/s]
       2/80     0.935G      1.162      1.989       1.25      1.317         12        640:  16%|█▌        | 81/519 [00:39<03:34,  2.04it/s]
       2/80     0.935G      1.165      1.983      1.254      1.322          7        640:  16%|█▌        | 81/519 [00:39<03:34,  2.04it/s]
       2/80     0.935G      1.165      1.983      1.254      1.322          7        640:  16%|█▌        | 82/519 [00:39<03:02,  2.39it/s]
       2/80     0.935G      1.168      1.988      1.254      1.327          7        640:  16%|█▌        | 82/519 [00:39<03:02,  2.39it/s]
       2/80     0.935G      1.168      1.988      1.254      1.327          7        640:  16%|█▌        | 83/519 [00:39<02:39,  2.73it/s]
       2/80     0.935G      1.166      1.984      1.254      1.327         12        640:  16%|█▌        | 83/519 [00:41<02:39,  2.73it/s]
       2/80     0.935G      1.166      1.984      1.254      1.327         12        640:  16%|█▌        | 84/519 [00:41<05:35,  1.30it/s]
       2/80     0.935G      1.165      1.982      1.251      1.327         10        640:  16%|█▌        | 84/519 [00:41<05:35,  1.30it/s]
       2/80     0.935G      1.165      1.982      1.251      1.327         10        640:  16%|█▋        | 85/519 [00:41<04:39,  1.55it/s]
       2/80     0.935G      1.166      1.983      1.249      1.328          9        640:  16%|█▋        | 85/519 [00:42<04:39,  1.55it/s]
       2/80     0.935G      1.166      1.983      1.249      1.328          9        640:  17%|█▋        | 86/519 [00:42<03:42,  1.95it/s]
       2/80     0.935G      1.162      1.981      1.246      1.324         11        640:  17%|█▋        | 86/519 [00:42<03:42,  1.95it/s]
       2/80     0.935G      1.162      1.981      1.246      1.324         11        640:  17%|█▋        | 87/519 [00:42<03:06,  2.32it/s]
       2/80     0.935G      1.162      1.982       1.25      1.325          8        640:  17%|█▋        | 87/519 [00:43<03:06,  2.32it/s]
       2/80     0.935G      1.162      1.982       1.25      1.325          8        640:  17%|█▋        | 88/519 [00:43<04:51,  1.48it/s]
       2/80     0.935G      1.164      1.987      1.253      1.327         11        640:  17%|█▋        | 88/519 [00:43<04:51,  1.48it/s]
       2/80     0.935G      1.164      1.987      1.253      1.327         11        640:  17%|█▋        | 89/519 [00:43<03:51,  1.86it/s]
       2/80     0.935G      1.169      2.004      1.271      1.332          6        640:  17%|█▋        | 89/519 [00:44<03:51,  1.86it/s]
       2/80     0.935G      1.169      2.004      1.271      1.332          6        640:  17%|█▋        | 90/519 [00:44<03:19,  2.15it/s]
       2/80     0.937G      1.169      2.005      1.276      1.333          7        640:  17%|█▋        | 90/519 [00:44<03:19,  2.15it/s]
       2/80     0.937G      1.169      2.005      1.276      1.333          7        640:  18%|█▊        | 91/519 [00:44<02:52,  2.48it/s]
       2/80     0.937G      1.165      1.999      1.275      1.331          9        640:  18%|█▊        | 91/519 [00:45<02:52,  2.48it/s]
       2/80     0.937G      1.165      1.999      1.275      1.331          9        640:  18%|█▊        | 92/519 [00:45<03:37,  1.97it/s]
       2/80     0.937G      1.164      1.997      1.272      1.329          8        640:  18%|█▊        | 92/519 [00:45<03:37,  1.97it/s]
       2/80     0.937G      1.164      1.997      1.272      1.329          8        640:  18%|█▊        | 93/519 [00:45<03:05,  2.30it/s]
       2/80     0.937G      1.169      2.005      1.279      1.336          7        640:  18%|█▊        | 93/519 [00:45<03:05,  2.30it/s]
       2/80     0.937G      1.169      2.005      1.279      1.336          7        640:  18%|█▊        | 94/519 [00:45<02:34,  2.75it/s]
       2/80     0.937G      1.167      1.998      1.277      1.335          6        640:  18%|█▊        | 94/519 [00:45<02:34,  2.75it/s]
       2/80     0.937G      1.167      1.998      1.277      1.335          6        640:  18%|█▊        | 95/519 [00:45<02:17,  3.09it/s]
       2/80     0.937G      1.164      1.987      1.274      1.334          6        640:  18%|█▊        | 95/519 [00:47<02:17,  3.09it/s]
       2/80     0.937G      1.164      1.987      1.274      1.334          6        640:  18%|█▊        | 96/519 [00:47<04:44,  1.49it/s]
       2/80     0.937G      1.164      1.992      1.273      1.334         11        640:  18%|█▊        | 96/519 [00:47<04:44,  1.49it/s]
       2/80     0.937G      1.164      1.992      1.273      1.334         11        640:  19%|█▊        | 97/519 [00:47<03:37,  1.94it/s]
       2/80     0.937G      1.167      1.999      1.273      1.337         10        640:  19%|█▊        | 97/519 [00:47<03:37,  1.94it/s]
       2/80     0.937G      1.167      1.999      1.273      1.337         10        640:  19%|█▉        | 98/519 [00:47<02:57,  2.37it/s]
       2/80     0.937G      1.164      1.995      1.272      1.335          8        640:  19%|█▉        | 98/519 [00:47<02:57,  2.37it/s]
       2/80     0.937G      1.164      1.995      1.272      1.335          8        640:  19%|█▉        | 99/519 [00:47<02:39,  2.63it/s]
       2/80     0.937G      1.164          2       1.27      1.336          8        640:  19%|█▉        | 99/519 [00:49<02:39,  2.63it/s]
       2/80     0.937G      1.164          2       1.27      1.336          8        640:  19%|█▉        | 100/519 [00:49<04:19,  1.62it/s]
       2/80     0.937G      1.166      2.003      1.273       1.34          8        640:  19%|█▉        | 100/519 [00:49<04:19,  1.62it/s]
       2/80     0.937G      1.166      2.003      1.273       1.34          8        640:  19%|█▉        | 101/519 [00:49<03:27,  2.01it/s]
       2/80     0.937G      1.167      2.006      1.272      1.345          6        640:  19%|█▉        | 101/519 [00:49<03:27,  2.01it/s]
       2/80     0.937G      1.167      2.006      1.272      1.345          6        640:  20%|█▉        | 102/519 [00:49<02:49,  2.45it/s]
       2/80     0.937G      1.168      2.006       1.27      1.346         10        640:  20%|█▉        | 102/519 [00:49<02:49,  2.45it/s]
       2/80     0.937G      1.168      2.006       1.27      1.346         10        640:  20%|█▉        | 103/519 [00:49<02:22,  2.92it/s]
       2/80     0.937G      1.168      2.006      1.268      1.345         13        640:  20%|█▉        | 103/519 [00:50<02:22,  2.92it/s]
       2/80     0.937G      1.168      2.006      1.268      1.345         13        640:  20%|██        | 104/519 [00:50<04:00,  1.73it/s]
       2/80      0.94G      1.166      2.002      1.266      1.347          4        640:  20%|██        | 104/519 [00:51<04:00,  1.73it/s]
       2/80      0.94G      1.166      2.002      1.266      1.347          4        640:  20%|██        | 105/519 [00:51<03:10,  2.17it/s]
       2/80      0.94G      1.167      1.999      1.267      1.345         12        640:  20%|██        | 105/519 [00:51<03:10,  2.17it/s]
       2/80      0.94G      1.167      1.999      1.267      1.345         12        640:  20%|██        | 106/519 [00:51<02:45,  2.49it/s]
       2/80      0.94G      1.167      2.001       1.27      1.344         12        640:  20%|██        | 106/519 [00:51<02:45,  2.49it/s]
       2/80      0.94G      1.167      2.001       1.27      1.344         12        640:  21%|██        | 107/519 [00:51<02:28,  2.77it/s]
       2/80      0.94G      1.169      2.002      1.268      1.344         10        640:  21%|██        | 107/519 [00:52<02:28,  2.77it/s]
       2/80      0.94G      1.169      2.002      1.268      1.344         10        640:  21%|██        | 108/519 [00:52<04:08,  1.66it/s]
       2/80      0.94G      1.165      2.006      1.269      1.343          7        640:  21%|██        | 108/519 [00:52<04:08,  1.66it/s]
       2/80      0.94G      1.165      2.006      1.269      1.343          7        640:  21%|██        | 109/519 [00:52<03:16,  2.09it/s]
       2/80      0.94G      1.166      2.006      1.272      1.344         11        640:  21%|██        | 109/519 [00:53<03:16,  2.09it/s]
       2/80      0.94G      1.166      2.006      1.272      1.344         11        640:  21%|██        | 110/519 [00:53<02:43,  2.50it/s]
       2/80      0.94G      1.163      2.005      1.272      1.342         10        640:  21%|██        | 110/519 [00:53<02:43,  2.50it/s]
       2/80      0.94G      1.163      2.005      1.272      1.342         10        640:  21%|██▏       | 111/519 [00:53<02:27,  2.78it/s]
       2/80      0.94G      1.163      2.004      1.274      1.344          7        640:  21%|██▏       | 111/519 [00:54<02:27,  2.78it/s]
       2/80      0.94G      1.163      2.004      1.274      1.344          7        640:  22%|██▏       | 112/519 [00:54<04:19,  1.57it/s]
       2/80      0.94G      1.166      2.005      1.274      1.345          7        640:  22%|██▏       | 112/519 [00:55<04:19,  1.57it/s]
       2/80      0.94G      1.166      2.005      1.274      1.345          7        640:  22%|██▏       | 113/519 [00:55<03:54,  1.73it/s]
       2/80      0.94G      1.166      2.002      1.272      1.345         12        640:  22%|██▏       | 113/519 [00:55<03:54,  1.73it/s]
       2/80      0.94G      1.166      2.002      1.272      1.345         12        640:  22%|██▏       | 114/519 [00:55<03:11,  2.12it/s]
       2/80      0.94G      1.166      1.999      1.271      1.343          7        640:  22%|██▏       | 114/519 [00:55<03:11,  2.12it/s]
       2/80      0.94G      1.166      1.999      1.271      1.343          7        640:  22%|██▏       | 115/519 [00:55<02:45,  2.44it/s]
       2/80      0.94G      1.166      2.002      1.269      1.341         11        640:  22%|██▏       | 115/519 [00:56<02:45,  2.44it/s]
       2/80      0.94G      1.166      2.002      1.269      1.341         11        640:  22%|██▏       | 116/519 [00:56<02:40,  2.50it/s]
       2/80      0.94G      1.167      1.997      1.267      1.341         11        640:  22%|██▏       | 116/519 [00:57<02:40,  2.50it/s]
       2/80      0.94G      1.167      1.997      1.267      1.341         11        640:  23%|██▎       | 117/519 [00:57<05:29,  1.22it/s]
       2/80      0.94G      1.169      1.999      1.269      1.341          6        640:  23%|██▎       | 117/519 [00:58<05:29,  1.22it/s]
       2/80      0.94G      1.169      1.999      1.269      1.341          6        640:  23%|██▎       | 118/519 [00:58<04:16,  1.56it/s]
       2/80      0.94G      1.164      1.991      1.265      1.339          6        640:  23%|██▎       | 118/519 [00:58<04:16,  1.56it/s]
       2/80      0.94G      1.164      1.991      1.265      1.339          6        640:  23%|██▎       | 119/519 [00:58<03:26,  1.94it/s]
       2/80      0.94G      1.164      1.993      1.265      1.341          9        640:  23%|██▎       | 119/519 [00:58<03:26,  1.94it/s]
       2/80      0.94G      1.164      1.993      1.265      1.341          9        640:  23%|██▎       | 120/519 [00:58<03:02,  2.19it/s]
       2/80      0.94G      1.162      1.991      1.263      1.339         13        640:  23%|██▎       | 120/519 [00:59<03:02,  2.19it/s]
       2/80      0.94G      1.162      1.991      1.263      1.339         13        640:  23%|██▎       | 121/519 [00:59<03:11,  2.07it/s]
       2/80      0.94G      1.163      1.994      1.263      1.339         11        640:  23%|██▎       | 121/519 [00:59<03:11,  2.07it/s]
       2/80      0.94G      1.163      1.994      1.263      1.339         11        640:  24%|██▎       | 122/519 [00:59<02:48,  2.35it/s]
       2/80      0.94G      1.161      1.989       1.26      1.338          7        640:  24%|██▎       | 122/519 [00:59<02:48,  2.35it/s]
       2/80      0.94G      1.161      1.989       1.26      1.338          7        640:  24%|██▎       | 123/519 [00:59<02:22,  2.79it/s]
       2/80      0.94G       1.16      1.988      1.262      1.336          5        640:  24%|██▎       | 123/519 [01:00<02:22,  2.79it/s]
       2/80      0.94G       1.16      1.988      1.262      1.336          5        640:  24%|██▍       | 124/519 [01:00<02:39,  2.48it/s]
       2/80      0.94G      1.159      1.983       1.26      1.335         10        640:  24%|██▍       | 124/519 [01:01<02:39,  2.48it/s]
       2/80      0.94G      1.159      1.983       1.26      1.335         10        640:  24%|██▍       | 125/519 [01:01<04:13,  1.55it/s]
       2/80      0.94G      1.157      1.982      1.258      1.333         10        640:  24%|██▍       | 125/519 [01:01<04:13,  1.55it/s]
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       2/80      0.94G      1.158      1.983      1.257      1.332         12        640:  24%|██▍       | 126/519 [01:01<03:20,  1.96it/s]
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       2/80      0.94G      1.156      1.982      1.257      1.331         12        640:  24%|██▍       | 127/519 [01:02<02:50,  2.30it/s]
       2/80      0.94G      1.156      1.982      1.257      1.331         12        640:  25%|██▍       | 128/519 [01:02<02:31,  2.59it/s]
       2/80      0.94G      1.158       1.98      1.257      1.333         15        640:  25%|██▍       | 128/519 [01:02<02:31,  2.59it/s]
       2/80      0.94G      1.158       1.98      1.257      1.333         15        640:  25%|██▍       | 129/519 [01:02<03:25,  1.89it/s]
       2/80      0.94G      1.154      1.977      1.254      1.333          5        640:  25%|██▍       | 129/519 [01:03<03:25,  1.89it/s]
       2/80      0.94G      1.154      1.977      1.254      1.333          5        640:  25%|██▌       | 130/519 [01:03<03:42,  1.75it/s]
       2/80      0.94G      1.154      1.982      1.254      1.332         10        640:  25%|██▌       | 130/519 [01:03<03:42,  1.75it/s]
       2/80      0.94G      1.154      1.982      1.254      1.332         10        640:  25%|██▌       | 131/519 [01:03<02:57,  2.18it/s]
       2/80      0.94G      1.157      1.992      1.258      1.337         10        640:  25%|██▌       | 131/519 [01:04<02:57,  2.18it/s]
       2/80      0.94G      1.157      1.992      1.258      1.337         10        640:  25%|██▌       | 132/519 [01:04<02:44,  2.36it/s]
       2/80      0.94G      1.156      1.994      1.256      1.336         12        640:  25%|██▌       | 132/519 [01:04<02:44,  2.36it/s]
       2/80      0.94G      1.156      1.994      1.256      1.336         12        640:  26%|██▌       | 133/519 [01:04<02:19,  2.77it/s]
       2/80      0.94G      1.156      1.992      1.255      1.337          9        640:  26%|██▌       | 133/519 [01:05<02:19,  2.77it/s]
       2/80      0.94G      1.156      1.992      1.255      1.337          9        640:  26%|██▌       | 134/519 [01:05<04:00,  1.60it/s]
       2/80      0.94G      1.155      1.996      1.253      1.337          7        640:  26%|██▌       | 134/519 [01:05<04:00,  1.60it/s]
       2/80      0.94G      1.155      1.996      1.253      1.337          7        640:  26%|██▌       | 135/519 [01:05<03:14,  1.98it/s]
       2/80      0.94G      1.155      1.998      1.253      1.338         12        640:  26%|██▌       | 135/519 [01:06<03:14,  1.98it/s]
       2/80      0.94G      1.155      1.998      1.253      1.338         12        640:  26%|██▌       | 136/519 [01:06<02:51,  2.23it/s]
       2/80      0.94G      1.151      1.991       1.25      1.336         10        640:  26%|██▌       | 136/519 [01:06<02:51,  2.23it/s]
       2/80      0.94G      1.151      1.991       1.25      1.336         10        640:  26%|██▋       | 137/519 [01:06<02:28,  2.57it/s]
       2/80      0.94G      1.151      1.989      1.249      1.335         13        640:  26%|██▋       | 137/519 [01:07<02:28,  2.57it/s]
       2/80      0.94G      1.151      1.989      1.249      1.335         13        640:  27%|██▋       | 138/519 [01:07<03:02,  2.09it/s]
       2/80      0.94G      1.151      1.993      1.249      1.336          8        640:  27%|██▋       | 138/519 [01:07<03:02,  2.09it/s]
       2/80      0.94G      1.151      1.993      1.249      1.336          8        640:  27%|██▋       | 139/519 [01:07<02:31,  2.50it/s]
       2/80      0.94G      1.151      1.994      1.247      1.335         10        640:  27%|██▋       | 139/519 [01:08<02:31,  2.50it/s]
       2/80      0.94G      1.151      1.994      1.247      1.335         10        640:  27%|██▋       | 140/519 [01:08<03:06,  2.04it/s]
       2/80      0.94G      1.153          2       1.25      1.337         12        640:  27%|██▋       | 140/519 [01:08<03:06,  2.04it/s]
       2/80      0.94G      1.153          2       1.25      1.337         12        640:  27%|██▋       | 141/519 [01:08<02:44,  2.29it/s]
       2/80      0.94G      1.153      1.998      1.249      1.338          7        640:  27%|██▋       | 141/519 [01:08<02:44,  2.29it/s]
       2/80      0.94G      1.153      1.998      1.249      1.338          7        640:  27%|██▋       | 142/519 [01:08<03:06,  2.02it/s]
       2/80      0.94G      1.156      1.998      1.251      1.339         11        640:  27%|██▋       | 142/519 [01:09<03:06,  2.02it/s]
       2/80      0.94G      1.156      1.998      1.251      1.339         11        640:  28%|██▊       | 143/519 [01:09<02:34,  2.43it/s]
       2/80      0.94G      1.157      1.997      1.255       1.34          8        640:  28%|██▊       | 143/519 [01:09<02:34,  2.43it/s]
       2/80      0.94G      1.157      1.997      1.255       1.34          8        640:  28%|██▊       | 144/519 [01:09<02:49,  2.21it/s]
       2/80      0.94G      1.157      1.997      1.256       1.34         10        640:  28%|██▊       | 144/519 [01:09<02:49,  2.21it/s]
       2/80      0.94G      1.157      1.997      1.256       1.34         10        640:  28%|██▊       | 145/519 [01:09<02:26,  2.55it/s]
       2/80      0.94G      1.158      1.995      1.256      1.341          7        640:  28%|██▊       | 145/519 [01:11<02:26,  2.55it/s]
       2/80      0.94G      1.158      1.995      1.256      1.341          7        640:  28%|██▊       | 146/519 [01:11<03:48,  1.63it/s]
       2/80      0.94G      1.158      1.999      1.255      1.343          8        640:  28%|██▊       | 146/519 [01:11<03:48,  1.63it/s]
       2/80      0.94G      1.158      1.999      1.255      1.343          8        640:  28%|██▊       | 147/519 [01:11<03:08,  1.98it/s]
       2/80      0.94G      1.161      2.004      1.256      1.345         10        640:  28%|██▊       | 147/519 [01:11<03:08,  1.98it/s]
       2/80      0.94G      1.161      2.004      1.256      1.345         10        640:  29%|██▊       | 148/519 [01:11<02:46,  2.23it/s]
       2/80      0.94G      1.161      2.003      1.254      1.346         11        640:  29%|██▊       | 148/519 [01:11<02:46,  2.23it/s]
       2/80      0.94G      1.161      2.003      1.254      1.346         11        640:  29%|██▊       | 149/519 [01:11<02:26,  2.52it/s]
       2/80      0.94G      1.162      2.004      1.256      1.347         13        640:  29%|██▊       | 149/519 [01:13<02:26,  2.52it/s]
       2/80      0.94G      1.162      2.004      1.256      1.347         13        640:  29%|██▉       | 150/519 [01:13<04:25,  1.39it/s]
       2/80      0.94G       1.16      2.003      1.255      1.346          9        640:  29%|██▉       | 150/519 [01:13<04:25,  1.39it/s]
       2/80      0.94G       1.16      2.003      1.255      1.346          9        640:  29%|██▉       | 151/519 [01:13<03:34,  1.72it/s]
       2/80      0.94G      1.161      2.004      1.255      1.346         11        640:  29%|██▉       | 151/519 [01:13<03:34,  1.72it/s]
       2/80      0.94G      1.161      2.004      1.255      1.346         11        640:  29%|██▉       | 152/519 [01:13<02:53,  2.11it/s]
       2/80      0.94G      1.159      2.001      1.253      1.345          9        640:  29%|██▉       | 152/519 [01:14<02:53,  2.11it/s]
       2/80      0.94G      1.159      2.001      1.253      1.345          9        640:  29%|██▉       | 153/519 [01:14<02:32,  2.40it/s]
       2/80      0.94G      1.157      1.998      1.252      1.344         11        640:  29%|██▉       | 153/519 [01:14<02:32,  2.40it/s]
       2/80      0.94G      1.157      1.998      1.252      1.344         11        640:  30%|██▉       | 154/519 [01:14<03:15,  1.87it/s]
       2/80      0.94G      1.156      2.003       1.25      1.343         13        640:  30%|██▉       | 154/519 [01:15<03:15,  1.87it/s]
       2/80      0.94G      1.156      2.003       1.25      1.343         13        640:  30%|██▉       | 155/519 [01:15<02:53,  2.10it/s]
       2/80      0.94G      1.157      2.002      1.252      1.342         11        640:  30%|██▉       | 155/519 [01:15<02:53,  2.10it/s]
       2/80      0.94G      1.157      2.002      1.252      1.342         11        640:  30%|███       | 156/519 [01:15<02:27,  2.45it/s]
       2/80      0.94G      1.157      2.002       1.25      1.342         13        640:  30%|███       | 156/519 [01:15<02:27,  2.45it/s]
       2/80      0.94G      1.157      2.002       1.25      1.342         13        640:  30%|███       | 157/519 [01:15<02:17,  2.62it/s]
       2/80      0.94G      1.159      2.004      1.251      1.343          7        640:  30%|███       | 157/519 [01:16<02:17,  2.62it/s]
       2/80      0.94G      1.159      2.004      1.251      1.343          7        640:  30%|███       | 158/519 [01:16<02:57,  2.03it/s]
       2/80      0.94G      1.158      2.005       1.25      1.342         10        640:  30%|███       | 158/519 [01:16<02:57,  2.03it/s]
       2/80      0.94G      1.158      2.005       1.25      1.342         10        640:  31%|███       | 159/519 [01:16<02:24,  2.49it/s]
       2/80      0.94G      1.162      2.009      1.252      1.344         11        640:  31%|███       | 159/519 [01:17<02:24,  2.49it/s]
       2/80      0.94G      1.162      2.009      1.252      1.344         11        640:  31%|███       | 160/519 [01:17<02:06,  2.83it/s]
       2/80      0.94G      1.161      2.005       1.25      1.343         10        640:  31%|███       | 160/519 [01:17<02:06,  2.83it/s]
       2/80      0.94G      1.161      2.005       1.25      1.343         10        640:  31%|███       | 161/519 [01:17<02:01,  2.96it/s]
       2/80      0.94G      1.161      2.006      1.248      1.342         11        640:  31%|███       | 161/519 [01:18<02:01,  2.96it/s]
       2/80      0.94G      1.161      2.006      1.248      1.342         11        640:  31%|███       | 162/519 [01:18<02:55,  2.04it/s]
       2/80      0.94G      1.162      2.006      1.249       1.34          9        640:  31%|███       | 162/519 [01:18<02:55,  2.04it/s]
       2/80      0.94G      1.162      2.006      1.249       1.34          9        640:  31%|███▏      | 163/519 [01:18<02:35,  2.29it/s]
       2/80      0.94G      1.162       2.01      1.251       1.34         10        640:  31%|███▏      | 163/519 [01:18<02:35,  2.29it/s]
       2/80      0.94G      1.162       2.01      1.251       1.34         10        640:  32%|███▏      | 164/519 [01:18<02:15,  2.61it/s]
       2/80      0.94G      1.161      2.007       1.25      1.339         13        640:  32%|███▏      | 164/519 [01:19<02:15,  2.61it/s]
       2/80      0.94G      1.161      2.007       1.25      1.339         13        640:  32%|███▏      | 165/519 [01:19<02:03,  2.86it/s]
       2/80      0.94G       1.16      2.004      1.247      1.339          8        640:  32%|███▏      | 165/519 [01:20<02:03,  2.86it/s]
       2/80      0.94G       1.16      2.004      1.247      1.339          8        640:  32%|███▏      | 166/519 [01:20<03:21,  1.75it/s]
       2/80      0.94G      1.164      2.005      1.246      1.342          9        640:  32%|███▏      | 166/519 [01:20<03:21,  1.75it/s]
       2/80      0.94G      1.164      2.005      1.246      1.342          9        640:  32%|███▏      | 167/519 [01:20<02:45,  2.13it/s]
       2/80      0.94G      1.165      2.007      1.246      1.345          8        640:  32%|███▏      | 167/519 [01:20<02:45,  2.13it/s]
       2/80      0.94G      1.165      2.007      1.246      1.345          8        640:  32%|███▏      | 168/519 [01:20<02:16,  2.57it/s]
       2/80      0.94G      1.164      2.006      1.246      1.345          7        640:  32%|███▏      | 168/519 [01:20<02:16,  2.57it/s]
       2/80      0.94G      1.164      2.006      1.246      1.345          7        640:  33%|███▎      | 169/519 [01:20<02:05,  2.80it/s]
       2/80      0.94G      1.167      2.005      1.247      1.347          8        640:  33%|███▎      | 169/519 [01:21<02:05,  2.80it/s]
       2/80      0.94G      1.167      2.005      1.247      1.347          8        640:  33%|███▎      | 170/519 [01:21<02:50,  2.04it/s]
       2/80      0.94G      1.165      2.003      1.246      1.346         13        640:  33%|███▎      | 170/519 [01:21<02:50,  2.04it/s]
       2/80      0.94G      1.165      2.003      1.246      1.346         13        640:  33%|███▎      | 171/519 [01:21<02:29,  2.32it/s]
       2/80      0.94G      1.163          2      1.244      1.345         12        640:  33%|███▎      | 171/519 [01:22<02:29,  2.32it/s]
       2/80      0.94G      1.163          2      1.244      1.345         12        640:  33%|███▎      | 172/519 [01:22<02:20,  2.47it/s]
       2/80      0.94G      1.163          2      1.245      1.345         11        640:  33%|███▎      | 172/519 [01:22<02:20,  2.47it/s]
       2/80      0.94G      1.163          2      1.245      1.345         11        640:  33%|███▎      | 173/519 [01:22<02:02,  2.83it/s]
       2/80      0.94G      1.163      2.001      1.246      1.345          9        640:  33%|███▎      | 173/519 [01:23<02:02,  2.83it/s]
       2/80      0.94G      1.163      2.001      1.246      1.345          9        640:  34%|███▎      | 174/519 [01:23<02:37,  2.20it/s]
       2/80      0.94G      1.165      2.007      1.248      1.346         10        640:  34%|███▎      | 174/519 [01:23<02:37,  2.20it/s]
       2/80      0.94G      1.165      2.007      1.248      1.346         10        640:  34%|███▎      | 175/519 [01:23<02:09,  2.66it/s]
       2/80      0.94G      1.164      2.006      1.248      1.347          9        640:  34%|███▎      | 175/519 [01:24<02:09,  2.66it/s]
       2/80      0.94G      1.164      2.006      1.248      1.347          9        640:  34%|███▍      | 176/519 [01:24<03:27,  1.65it/s]
       2/80      0.94G      1.166      2.012      1.253      1.348          9        640:  34%|███▍      | 176/519 [01:24<03:27,  1.65it/s]
       2/80      0.94G      1.166      2.012      1.253      1.348          9        640:  34%|███▍      | 177/519 [01:24<02:47,  2.04it/s]
       2/80      0.94G      1.166      2.011       1.25      1.349          9        640:  34%|███▍      | 177/519 [01:25<02:47,  2.04it/s]
       2/80      0.94G      1.166      2.011       1.25      1.349          9        640:  34%|███▍      | 178/519 [01:25<02:34,  2.21it/s]
       2/80      0.94G      1.166      2.012      1.252      1.348          9        640:  34%|███▍      | 178/519 [01:25<02:34,  2.21it/s]
       2/80      0.94G      1.166      2.012      1.252      1.348          9        640:  34%|███▍      | 179/519 [01:25<02:19,  2.43it/s]
       2/80      0.94G      1.165      2.018      1.252      1.349          8        640:  34%|███▍      | 179/519 [01:26<02:19,  2.43it/s]
       2/80      0.94G      1.165      2.018      1.252      1.349          8        640:  35%|███▍      | 180/519 [01:26<02:49,  2.01it/s]
       2/80      0.94G      1.167       2.02      1.253      1.349          9        640:  35%|███▍      | 180/519 [01:26<02:49,  2.01it/s]
       2/80      0.94G      1.167       2.02      1.253      1.349          9        640:  35%|███▍      | 181/519 [01:26<02:20,  2.40it/s]
       2/80      0.94G      1.167      2.018      1.251      1.349         11        640:  35%|███▍      | 181/519 [01:26<02:20,  2.40it/s]
       2/80      0.94G      1.167      2.018      1.251      1.349         11        640:  35%|███▌      | 182/519 [01:26<02:09,  2.61it/s]
       2/80      0.94G      1.166      2.016       1.25      1.347         11        640:  35%|███▌      | 182/519 [01:26<02:09,  2.61it/s]
       2/80      0.94G      1.166      2.016       1.25      1.347         11        640:  35%|███▌      | 183/519 [01:26<01:54,  2.94it/s]
       2/80      0.94G      1.165      2.013      1.251      1.347          9        640:  35%|███▌      | 183/519 [01:27<01:54,  2.94it/s]
       2/80      0.94G      1.165      2.013      1.251      1.347          9        640:  35%|███▌      | 184/519 [01:27<02:06,  2.65it/s]
       2/80      0.94G      1.166      2.013       1.25      1.347         10        640:  35%|███▌      | 184/519 [01:28<02:06,  2.65it/s]
       2/80      0.94G      1.166      2.013       1.25      1.347         10        640:  36%|███▌      | 185/519 [01:28<02:53,  1.92it/s]
       2/80      0.94G      1.166      2.015      1.251      1.347         10        640:  36%|███▌      | 185/519 [01:28<02:53,  1.92it/s]
       2/80      0.94G      1.166      2.015      1.251      1.347         10        640:  36%|███▌      | 186/519 [01:28<03:10,  1.75it/s]
       2/80      0.94G      1.165       2.01      1.249      1.346         10        640:  36%|███▌      | 186/519 [01:29<03:10,  1.75it/s]
       2/80      0.94G      1.165       2.01      1.249      1.346         10        640:  36%|███▌      | 187/519 [01:29<02:44,  2.02it/s]
       2/80      0.94G      1.165       2.01       1.25      1.345          6        640:  36%|███▌      | 187/519 [01:29<02:44,  2.02it/s]
       2/80      0.94G      1.165       2.01       1.25      1.345          6        640:  36%|███▌      | 188/519 [01:29<02:19,  2.37it/s]
       2/80      0.94G      1.164      2.007      1.249      1.344          8        640:  36%|███▌      | 188/519 [01:30<02:19,  2.37it/s]
       2/80      0.94G      1.164      2.007      1.249      1.344          8        640:  36%|███▋      | 189/519 [01:30<02:47,  1.97it/s]
       2/80      0.94G      1.164      2.004      1.247      1.343         10        640:  36%|███▋      | 189/519 [01:31<02:47,  1.97it/s]
       2/80      0.94G      1.164      2.004      1.247      1.343         10        640:  37%|███▋      | 190/519 [01:31<03:32,  1.55it/s]
       2/80      0.94G      1.163      2.005      1.246      1.342          9        640:  37%|███▋      | 190/519 [01:31<03:32,  1.55it/s]
       2/80      0.94G      1.163      2.005      1.246      1.342          9        640:  37%|███▋      | 191/519 [01:31<02:53,  1.89it/s]
       2/80      0.94G      1.163      2.003      1.246      1.341         10        640:  37%|███▋      | 191/519 [01:31<02:53,  1.89it/s]
       2/80      0.94G      1.163      2.003      1.246      1.341         10        640:  37%|███▋      | 192/519 [01:31<02:22,  2.30it/s]
       2/80      0.94G      1.163      2.002      1.247      1.342          8        640:  37%|███▋      | 192/519 [01:31<02:22,  2.30it/s]
       2/80      0.94G      1.163      2.002      1.247      1.342          8        640:  37%|███▋      | 193/519 [01:31<02:02,  2.66it/s]
       2/80      0.94G      1.164      2.002      1.247      1.342          9        640:  37%|███▋      | 193/519 [01:33<02:02,  2.66it/s]
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       2/80      0.94G      1.173      1.991      1.207      1.349         12        640:  87%|████████▋ | 451/519 [03:34<00:38,  1.78it/s]
       2/80      0.94G      1.173      1.991      1.206      1.349          8        640:  87%|████████▋ | 451/519 [03:34<00:38,  1.78it/s]
       2/80      0.94G      1.173      1.991      1.206      1.349          8        640:  87%|████████▋ | 452/519 [03:34<00:31,  2.14it/s]
       2/80      0.94G      1.173       1.99      1.206      1.348         11        640:  87%|████████▋ | 452/519 [03:34<00:31,  2.14it/s]
       2/80      0.94G      1.173       1.99      1.206      1.348         11        640:  87%|████████▋ | 453/519 [03:34<00:25,  2.59it/s]
       2/80      0.94G      1.171      1.989      1.205      1.347          8        640:  87%|████████▋ | 453/519 [03:34<00:25,  2.59it/s]
       2/80      0.94G      1.171      1.989      1.205      1.347          8        640:  87%|████████▋ | 454/519 [03:34<00:21,  2.99it/s]
       2/80      0.94G       1.17      1.987      1.203      1.347          8        640:  87%|████████▋ | 454/519 [03:35<00:21,  2.99it/s]
       2/80      0.94G       1.17      1.987      1.203      1.347          8        640:  88%|████████▊ | 455/519 [03:35<00:28,  2.26it/s]
       2/80      0.94G      1.171      1.988      1.204      1.347         11        640:  88%|████████▊ | 455/519 [03:35<00:28,  2.26it/s]
       2/80      0.94G      1.171      1.988      1.204      1.347         11        640:  88%|████████▊ | 456/519 [03:35<00:23,  2.70it/s]
       2/80      0.94G      1.173      1.989      1.204      1.348         10        640:  88%|████████▊ | 456/519 [03:36<00:23,  2.70it/s]
       2/80      0.94G      1.173      1.989      1.204      1.348         10        640:  88%|████████▊ | 457/519 [03:36<00:20,  2.97it/s]
       2/80      0.94G      1.172      1.988      1.203      1.347          8        640:  88%|████████▊ | 457/519 [03:36<00:20,  2.97it/s]
       2/80      0.94G      1.172      1.988      1.203      1.347          8        640:  88%|████████▊ | 458/519 [03:36<00:20,  2.97it/s]
       2/80      0.94G      1.172      1.989      1.203      1.347         10        640:  88%|████████▊ | 458/519 [03:37<00:20,  2.97it/s]
       2/80      0.94G      1.172      1.989      1.203      1.347         10        640:  88%|████████▊ | 459/519 [03:37<00:33,  1.77it/s]
       2/80      0.94G      1.171      1.987      1.202      1.347          9        640:  88%|████████▊ | 459/519 [03:37<00:33,  1.77it/s]
       2/80      0.94G      1.171      1.987      1.202      1.347          9        640:  89%|████████▊ | 460/519 [03:37<00:28,  2.08it/s]
       2/80      0.94G      1.171      1.988      1.202      1.346         13        640:  89%|████████▊ | 460/519 [03:37<00:28,  2.08it/s]
       2/80      0.94G      1.171      1.988      1.202      1.346         13        640:  89%|████████▉ | 461/519 [03:37<00:23,  2.50it/s]
       2/80      0.94G      1.171      1.987      1.201      1.346         11        640:  89%|████████▉ | 461/519 [03:38<00:23,  2.50it/s]
       2/80      0.94G      1.171      1.987      1.201      1.346         11        640:  89%|████████▉ | 462/519 [03:38<00:20,  2.83it/s]
       2/80      0.94G      1.171      1.987      1.201      1.346         13        640:  89%|████████▉ | 462/519 [03:39<00:20,  2.83it/s]
       2/80      0.94G      1.171      1.987      1.201      1.346         13        640:  89%|████████▉ | 463/519 [03:39<00:35,  1.57it/s]
       2/80      0.94G      1.171      1.987      1.201      1.346         14        640:  89%|████████▉ | 463/519 [03:39<00:35,  1.57it/s]
       2/80      0.94G      1.171      1.987      1.201      1.346         14        640:  89%|████████▉ | 464/519 [03:39<00:28,  1.95it/s]
       2/80      0.94G      1.172      1.988      1.201      1.346          8        640:  89%|████████▉ | 464/519 [03:39<00:28,  1.95it/s]
       2/80      0.94G      1.172      1.988      1.201      1.346          8        640:  90%|████████▉ | 465/519 [03:39<00:23,  2.31it/s]
       2/80      0.94G      1.172      1.988      1.201      1.346         11        640:  90%|████████▉ | 465/519 [03:40<00:23,  2.31it/s]
       2/80      0.94G      1.172      1.988      1.201      1.346         11        640:  90%|████████▉ | 466/519 [03:40<00:19,  2.67it/s]
       2/80      0.94G      1.172      1.986      1.201      1.346          9        640:  90%|████████▉ | 466/519 [03:42<00:19,  2.67it/s]
       2/80      0.94G      1.172      1.986      1.201      1.346          9        640:  90%|████████▉ | 467/519 [03:42<00:44,  1.17it/s]
       2/80      0.94G      1.172      1.988      1.202      1.347          8        640:  90%|████████▉ | 467/519 [03:42<00:44,  1.17it/s]
       2/80      0.94G      1.172      1.988      1.202      1.347          8        640:  90%|█████████ | 468/519 [03:42<00:33,  1.53it/s]
       2/80      0.94G      1.172      1.988      1.202      1.347          9        640:  90%|█████████ | 468/519 [03:42<00:33,  1.53it/s]
       2/80      0.94G      1.172      1.988      1.202      1.347          9        640:  90%|█████████ | 469/519 [03:42<00:26,  1.87it/s]
       2/80      0.94G      1.172      1.987      1.202      1.347         11        640:  90%|█████████ | 469/519 [03:42<00:26,  1.87it/s]
       2/80      0.94G      1.172      1.987      1.202      1.347         11        640:  91%|█████████ | 470/519 [03:42<00:21,  2.31it/s]
       2/80      0.94G      1.172      1.987      1.201      1.347          8        640:  91%|█████████ | 470/519 [03:44<00:21,  2.31it/s]
       2/80      0.94G      1.172      1.987      1.201      1.347          8        640:  91%|█████████ | 471/519 [03:44<00:32,  1.50it/s]
       2/80      0.94G      1.173      1.988      1.201      1.347          8        640:  91%|█████████ | 471/519 [03:44<00:32,  1.50it/s]
       2/80      0.94G      1.173      1.988      1.201      1.347          8        640:  91%|█████████ | 472/519 [03:44<00:25,  1.88it/s]
       2/80      0.94G      1.172      1.987      1.201      1.347          8        640:  91%|█████████ | 472/519 [03:44<00:25,  1.88it/s]
       2/80      0.94G      1.172      1.987      1.201      1.347          8        640:  91%|█████████ | 473/519 [03:44<00:19,  2.33it/s]
       2/80      0.94G      1.172      1.987      1.201      1.347         12        640:  91%|█████████ | 473/519 [03:44<00:19,  2.33it/s]
       2/80      0.94G      1.172      1.987      1.201      1.347         12        640:  91%|█████████▏| 474/519 [03:44<00:16,  2.74it/s]
       2/80      0.94G      1.171      1.985        1.2      1.347          8        640:  91%|█████████▏| 474/519 [03:45<00:16,  2.74it/s]
       2/80      0.94G      1.171      1.985        1.2      1.347          8        640:  92%|█████████▏| 475/519 [03:45<00:18,  2.32it/s]
       2/80      0.94G      1.172      1.985      1.199      1.347         15        640:  92%|█████████▏| 475/519 [03:45<00:18,  2.32it/s]
       2/80      0.94G      1.172      1.985      1.199      1.347         15        640:  92%|█████████▏| 476/519 [03:45<00:16,  2.69it/s]
       2/80      0.94G      1.171      1.985      1.199      1.347         12        640:  92%|█████████▏| 476/519 [03:45<00:16,  2.69it/s]
       2/80      0.94G      1.171      1.985      1.199      1.347         12        640:  92%|█████████▏| 477/519 [03:45<00:13,  3.20it/s]
       2/80      0.94G       1.17      1.984      1.198      1.346          6        640:  92%|█████████▏| 477/519 [03:45<00:13,  3.20it/s]
       2/80      0.94G       1.17      1.984      1.198      1.346          6        640:  92%|█████████▏| 478/519 [03:45<00:11,  3.62it/s]
       2/80      0.94G       1.17      1.983      1.198      1.346          9        640:  92%|█████████▏| 478/519 [03:46<00:11,  3.62it/s]
       2/80      0.94G       1.17      1.983      1.198      1.346          9        640:  92%|█████████▏| 479/519 [03:46<00:18,  2.18it/s]
       2/80      0.94G       1.17      1.983      1.197      1.346         10        640:  92%|█████████▏| 479/519 [03:47<00:18,  2.18it/s]
       2/80      0.94G       1.17      1.983      1.197      1.346         10        640:  92%|█████████▏| 480/519 [03:47<00:16,  2.41it/s]
       2/80      0.94G      1.169      1.982      1.196      1.345         10        640:  92%|█████████▏| 480/519 [03:47<00:16,  2.41it/s]
       2/80      0.94G      1.169      1.982      1.196      1.345         10        640:  93%|█████████▎| 481/519 [03:47<00:13,  2.87it/s]
       2/80      0.94G      1.169       1.98      1.196      1.345         12        640:  93%|█████████▎| 481/519 [03:47<00:13,  2.87it/s]
       2/80      0.94G      1.169       1.98      1.196      1.345         12        640:  93%|█████████▎| 482/519 [03:47<00:11,  3.22it/s]
       2/80      0.94G      1.169       1.98      1.196      1.345         11        640:  93%|█████████▎| 482/519 [03:48<00:11,  3.22it/s]
       2/80      0.94G      1.169       1.98      1.196      1.345         11        640:  93%|█████████▎| 483/519 [03:48<00:17,  2.10it/s]
       2/80      0.94G      1.169       1.98      1.195      1.345         15        640:  93%|█████████▎| 483/519 [03:48<00:17,  2.10it/s]
       2/80      0.94G      1.169       1.98      1.195      1.345         15        640:  93%|█████████▎| 484/519 [03:48<00:13,  2.53it/s]
       2/80      0.94G      1.171      1.982      1.196      1.346          7        640:  93%|█████████▎| 484/519 [03:48<00:13,  2.53it/s]
       2/80      0.94G      1.171      1.982      1.196      1.346          7        640:  93%|█████████▎| 485/519 [03:48<00:13,  2.57it/s]
       2/80      0.94G       1.17      1.982      1.195      1.346          8        640:  93%|█████████▎| 485/519 [03:49<00:13,  2.57it/s]
       2/80      0.94G       1.17      1.982      1.195      1.346          8        640:  94%|█████████▎| 486/519 [03:49<00:11,  2.93it/s]
       2/80      0.94G       1.17      1.981      1.194      1.346          8        640:  94%|█████████▎| 486/519 [03:50<00:11,  2.93it/s]
       2/80      0.94G       1.17      1.981      1.194      1.346          8        640:  94%|█████████▍| 487/519 [03:50<00:20,  1.59it/s]
       2/80      0.94G       1.17       1.98      1.194      1.346         10        640:  94%|█████████▍| 487/519 [03:50<00:20,  1.59it/s]
       2/80      0.94G       1.17       1.98      1.194      1.346         10        640:  94%|█████████▍| 488/519 [03:50<00:15,  1.96it/s]
       2/80      0.94G       1.17      1.979      1.193      1.345         12        640:  94%|█████████▍| 488/519 [03:50<00:15,  1.96it/s]
       2/80      0.94G       1.17      1.979      1.193      1.345         12        640:  94%|█████████▍| 489/519 [03:50<00:13,  2.30it/s]
       2/80      0.94G       1.17      1.978      1.193      1.345         10        640:  94%|█████████▍| 489/519 [03:51<00:13,  2.30it/s]
       2/80      0.94G       1.17      1.978      1.193      1.345         10        640:  94%|█████████▍| 490/519 [03:51<00:11,  2.63it/s]
       2/80      0.94G       1.17      1.979      1.193      1.345         13        640:  94%|█████████▍| 490/519 [03:52<00:11,  2.63it/s]
       2/80      0.94G       1.17      1.979      1.193      1.345         13        640:  95%|█████████▍| 491/519 [03:52<00:18,  1.47it/s]
       2/80      0.94G      1.171      1.983      1.194      1.346         10        640:  95%|█████████▍| 491/519 [03:52<00:18,  1.47it/s]
       2/80      0.94G      1.171      1.983      1.194      1.346         10        640:  95%|█████████▍| 492/519 [03:52<00:14,  1.85it/s]
       2/80      0.94G      1.171      1.982      1.193      1.346          8        640:  95%|█████████▍| 492/519 [03:52<00:14,  1.85it/s]
       2/80      0.94G      1.171      1.982      1.193      1.346          8        640:  95%|█████████▍| 493/519 [03:52<00:11,  2.27it/s]
       2/80      0.94G      1.172      1.982      1.193      1.346         12        640:  95%|█████████▍| 493/519 [03:53<00:11,  2.27it/s]
       2/80      0.94G      1.172      1.982      1.193      1.346         12        640:  95%|█████████▌| 494/519 [03:53<00:09,  2.68it/s]
       2/80      0.94G      1.172      1.982      1.192      1.346          9        640:  95%|█████████▌| 494/519 [03:54<00:09,  2.68it/s]
       2/80      0.94G      1.172      1.982      1.192      1.346          9        640:  95%|█████████▌| 495/519 [03:54<00:14,  1.69it/s]
       2/80      0.94G      1.172      1.986      1.194      1.347          9        640:  95%|█████████▌| 495/519 [03:54<00:14,  1.69it/s]
       2/80      0.94G      1.172      1.986      1.194      1.347          9        640:  96%|█████████▌| 496/519 [03:54<00:10,  2.09it/s]
       2/80      0.94G      1.172      1.985      1.194      1.346         11        640:  96%|█████████▌| 496/519 [03:54<00:10,  2.09it/s]
       2/80      0.94G      1.172      1.985      1.194      1.346         11        640:  96%|█████████▌| 497/519 [03:54<00:08,  2.53it/s]
       2/80      0.94G      1.171      1.985      1.193      1.346          6        640:  96%|█████████▌| 497/519 [03:54<00:08,  2.53it/s]
       2/80      0.94G      1.171      1.985      1.193      1.346          6        640:  96%|█████████▌| 498/519 [03:54<00:07,  2.87it/s]
       2/80      0.94G      1.172      1.984      1.193      1.345         12        640:  96%|█████████▌| 498/519 [03:55<00:07,  2.87it/s]
       2/80      0.94G      1.172      1.984      1.193      1.345         12        640:  96%|█████████▌| 499/519 [03:55<00:09,  2.18it/s]
       2/80      0.94G      1.171      1.983      1.193      1.345          5        640:  96%|█████████▌| 499/519 [03:55<00:09,  2.18it/s]
       2/80      0.94G      1.171      1.983      1.193      1.345          5        640:  96%|█████████▋| 500/519 [03:55<00:07,  2.67it/s]
       2/80      0.94G      1.171      1.982      1.193      1.345         15        640:  96%|█████████▋| 500/519 [03:56<00:07,  2.67it/s]
       2/80      0.94G      1.171      1.982      1.193      1.345         15        640:  97%|█████████▋| 501/519 [03:56<00:06,  2.87it/s]
       2/80      0.94G      1.171      1.982      1.194      1.345          8        640:  97%|█████████▋| 501/519 [03:56<00:06,  2.87it/s]
       2/80      0.94G      1.171      1.982      1.194      1.345          8        640:  97%|█████████▋| 502/519 [03:56<00:05,  3.22it/s]
       2/80      0.94G      1.171      1.982      1.194      1.344         16        640:  97%|█████████▋| 502/519 [03:57<00:05,  3.22it/s]
       2/80      0.94G      1.171      1.982      1.194      1.344         16        640:  97%|█████████▋| 503/519 [03:57<00:10,  1.46it/s]
       2/80      0.94G      1.171      1.982      1.193      1.344         12        640:  97%|█████████▋| 503/519 [03:58<00:10,  1.46it/s]
       2/80      0.94G      1.171      1.982      1.193      1.344         12        640:  97%|█████████▋| 504/519 [03:58<00:07,  1.90it/s]
       2/80      0.94G      1.171      1.983      1.193      1.344          9        640:  97%|█████████▋| 504/519 [03:58<00:07,  1.90it/s]
       2/80      0.94G      1.171      1.983      1.193      1.344          9        640:  97%|█████████▋| 505/519 [03:58<00:06,  2.32it/s]
       2/80      0.94G       1.17      1.983      1.193      1.344          6        640:  97%|█████████▋| 505/519 [03:58<00:06,  2.32it/s]
       2/80      0.94G       1.17      1.983      1.193      1.344          6        640:  97%|█████████▋| 506/519 [03:58<00:04,  2.65it/s]
       2/80      0.94G       1.17      1.983      1.192      1.344         12        640:  97%|█████████▋| 506/519 [03:59<00:04,  2.65it/s]
       2/80      0.94G       1.17      1.983      1.192      1.344         12        640:  98%|█████████▊| 507/519 [03:59<00:08,  1.50it/s]
       2/80      0.94G       1.17      1.983      1.192      1.344         12        640:  98%|█████████▊| 507/519 [04:00<00:08,  1.50it/s]
       2/80      0.94G       1.17      1.983      1.192      1.344         12        640:  98%|█████████▊| 508/519 [04:00<00:05,  1.88it/s]
       2/80      0.94G      1.171      1.984      1.192      1.344         11        640:  98%|█████████▊| 508/519 [04:00<00:05,  1.88it/s]
       2/80      0.94G      1.171      1.984      1.192      1.344         11        640:  98%|█████████▊| 509/519 [04:00<00:04,  2.27it/s]
       2/80      0.94G      1.171      1.984      1.192      1.344         10        640:  98%|█████████▊| 509/519 [04:00<00:04,  2.27it/s]
       2/80      0.94G      1.171      1.984      1.192      1.344         10        640:  98%|█████████▊| 510/519 [04:00<00:03,  2.56it/s]
       2/80      0.94G      1.171      1.983      1.191      1.344         13        640:  98%|█████████▊| 510/519 [04:01<00:03,  2.56it/s]
       2/80      0.94G      1.171      1.983      1.191      1.344         13        640:  98%|█████████▊| 511/519 [04:01<00:04,  1.88it/s]
       2/80      0.94G      1.172      1.982      1.191      1.344         10        640:  98%|█████████▊| 511/519 [04:01<00:04,  1.88it/s]
       2/80      0.94G      1.172      1.982      1.191      1.344         10        640:  99%|█████████▊| 512/519 [04:01<00:03,  2.28it/s]
       2/80      0.94G      1.171      1.983      1.191      1.344         12        640:  99%|█████████▊| 512/519 [04:01<00:03,  2.28it/s]
       2/80      0.94G      1.171      1.983      1.191      1.344         12        640:  99%|█████████▉| 513/519 [04:01<00:02,  2.63it/s]
       2/80      0.94G      1.171      1.982       1.19      1.343          9        640:  99%|█████████▉| 513/519 [04:02<00:02,  2.63it/s]
       2/80      0.94G      1.171      1.982       1.19      1.343          9        640:  99%|█████████▉| 514/519 [04:02<00:01,  3.23it/s]
       2/80      0.94G       1.17      1.981      1.189      1.343          7        640:  99%|█████████▉| 514/519 [04:02<00:01,  3.23it/s]
       2/80      0.94G       1.17      1.981      1.189      1.343          7        640:  99%|█████████▉| 515/519 [04:02<00:01,  3.00it/s]
       2/80      0.94G       1.17       1.98      1.189      1.342          6        640:  99%|█████████▉| 515/519 [04:02<00:01,  3.00it/s]
       2/80      0.94G       1.17       1.98      1.189      1.342          6        640:  99%|█████████▉| 516/519 [04:02<00:00,  3.71it/s]
       2/80      0.94G       1.17       1.98      1.189      1.342         11        640:  99%|█████████▉| 516/519 [04:02<00:00,  3.71it/s]
       2/80      0.94G       1.17      1.979      1.188      1.342          8        640:  99%|█████████▉| 516/519 [04:02<00:00,  3.71it/s]
       2/80      0.94G       1.17      1.979      1.188      1.342          8        640: 100%|█████████▉| 518/519 [04:02<00:00,  5.17it/s]
       2/80      0.94G       1.17      1.979      1.188      1.342          7        640: 100%|█████████▉| 518/519 [04:02<00:00,  5.17it/s]
       2/80      0.94G       1.17      1.979      1.188      1.342          7        640: 100%|██████████| 519/519 [04:02<00:00,  5.39it/s]
       2/80      0.94G       1.17      1.979      1.188      1.342          7        640: 100%|██████████| 519/519 [04:03<00:00,  2.14it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:42,  6.30s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:58,  2.83s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:06<01:41,  1.63s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:10,  1.16s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:54,  1.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:49,  1.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:08<00:42,  1.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:36,  1.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:09<00:31,  1.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:26,  2.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:24,  2.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:10<00:23,  2.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:11<00:24,  2.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:12<00:23,  2.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:25,  1.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:25,  1.88it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:25,  1.82it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:26,  1.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:26,  1.60it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  2.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:17,  2.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:17<00:14,  2.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  4.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:05,  5.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:18<00:04,  6.47it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.51it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.08it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:19<00:03,  6.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  5.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:20<00:03,  6.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.36it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:21<00:01,  7.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  7.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:21<00:01,  8.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  9.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:00,  9.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  89%|████████▉ | 58/65 [00:22<00:00,  9.50it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:22<00:00,  9.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  98%|█████████▊| 64/65 [00:22<00:00,  9.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.79it/s]
+                   all        519        519      0.804      0.751      0.837      0.472       0.82      0.757      0.838      0.485
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
       3/80      0.94G     0.8851      1.738     0.9125      1.119         12        640:   0%|          | 0/519 [00:02<?, ?it/s]
       3/80      0.94G     0.8851      1.738     0.9125      1.119         12        640:   0%|          | 1/519 [00:02<22:51,  2.65s/it]
       3/80      0.94G      1.073       1.94      1.067      1.287          9        640:   0%|          | 1/519 [00:02<22:51,  2.65s/it]
       3/80      0.94G      1.073       1.94      1.067      1.287          9        640:   0%|          | 2/519 [00:02<10:44,  1.25s/it]
       3/80      0.94G      1.076      2.781      1.148       1.26          9        640:   0%|          | 2/519 [00:03<10:44,  1.25s/it]
       3/80      0.94G      1.076      2.781      1.148       1.26          9        640:   1%|          | 3/519 [00:03<06:22,  1.35it/s]
       3/80      0.94G      1.025      2.411      1.089      1.237          7        640:   1%|          | 3/519 [00:04<06:22,  1.35it/s]
       3/80      0.94G      1.025      2.411      1.089      1.237          7        640:   1%|          | 4/519 [00:04<08:34,  1.00it/s]
       3/80      0.94G      1.092      2.348      1.046      1.273         11        640:   1%|          | 4/519 [00:04<08:34,  1.00it/s]
       3/80      0.94G      1.092      2.348      1.046      1.273         11        640:   1%|          | 5/519 [00:04<06:14,  1.37it/s]
       3/80      0.94G      1.093      2.703      1.054      1.255          6        640:   1%|          | 5/519 [00:04<06:14,  1.37it/s]
       3/80      0.94G      1.093      2.703      1.054      1.255          6        640:   1%|          | 6/519 [00:04<04:51,  1.76it/s]
       3/80      0.94G      1.113      2.617      1.026      1.277          8        640:   1%|          | 6/519 [00:05<04:51,  1.76it/s]
       3/80      0.94G      1.113      2.617      1.026      1.277          8        640:   1%|▏         | 7/519 [00:05<03:56,  2.17it/s]
       3/80      0.94G        1.1      2.555     0.9976      1.278         13        640:   1%|▏         | 7/519 [00:05<03:56,  2.17it/s]
       3/80      0.94G        1.1      2.555     0.9976      1.278         13        640:   2%|▏         | 8/519 [00:05<03:13,  2.65it/s]
       3/80      0.94G      1.131      2.604      1.025      1.294         14        640:   2%|▏         | 8/519 [00:06<03:13,  2.65it/s]
       3/80      0.94G      1.131      2.604      1.025      1.294         14        640:   2%|▏         | 9/519 [00:06<05:05,  1.67it/s]
       3/80      0.94G      1.125      2.521      1.015      1.295         10        640:   2%|▏         | 9/519 [00:07<05:05,  1.67it/s]
       3/80      0.94G      1.125      2.521      1.015      1.295         10        640:   2%|▏         | 10/519 [00:07<05:14,  1.62it/s]
       3/80      0.94G       1.11      2.409       1.01       1.28          6        640:   2%|▏         | 10/519 [00:07<05:14,  1.62it/s]
       3/80      0.94G       1.11      2.409       1.01       1.28          6        640:   2%|▏         | 11/519 [00:07<04:15,  1.99it/s]
       3/80      0.94G       1.14      2.364      1.008      1.305         11        640:   2%|▏         | 11/519 [00:07<04:15,  1.99it/s]
       3/80      0.94G       1.14      2.364      1.008      1.305         11        640:   2%|▏         | 12/519 [00:07<03:35,  2.35it/s]
       3/80      0.94G      1.139      2.338       1.02      1.311         15        640:   2%|▏         | 12/519 [00:08<03:35,  2.35it/s]
       3/80      0.94G      1.139      2.338       1.02      1.311         15        640:   3%|▎         | 13/519 [00:08<04:55,  1.72it/s]
       3/80      0.94G      1.136      2.328      1.039      1.323         11        640:   3%|▎         | 13/519 [00:09<04:55,  1.72it/s]
       3/80      0.94G      1.136      2.328      1.039      1.323         11        640:   3%|▎         | 14/519 [00:09<05:56,  1.42it/s]
       3/80      0.94G      1.158      2.321      1.037       1.33         11        640:   3%|▎         | 14/519 [00:09<05:56,  1.42it/s]
       3/80      0.94G      1.158      2.321      1.037       1.33         11        640:   3%|▎         | 15/519 [00:09<04:52,  1.72it/s]
       3/80      0.94G       1.16      2.323      1.044       1.35          7        640:   3%|▎         | 15/519 [00:10<04:52,  1.72it/s]
       3/80      0.94G       1.16      2.323      1.044       1.35          7        640:   3%|▎         | 16/519 [00:10<04:06,  2.04it/s]
       3/80      0.94G      1.165       2.32      1.033      1.353          9        640:   3%|▎         | 16/519 [00:10<04:06,  2.04it/s]
       3/80      0.94G      1.165       2.32      1.033      1.353          9        640:   3%|▎         | 17/519 [00:10<03:26,  2.43it/s]
       3/80      0.94G      1.173      2.312      1.046      1.357          8        640:   3%|▎         | 17/519 [00:11<03:26,  2.43it/s]
       3/80      0.94G      1.173      2.312      1.046      1.357          8        640:   3%|▎         | 18/519 [00:11<04:43,  1.77it/s]
       3/80      0.94G      1.178      2.305      1.053      1.358         12        640:   3%|▎         | 18/519 [00:11<04:43,  1.77it/s]
       3/80      0.94G      1.178      2.305      1.053      1.358         12        640:   4%|▎         | 19/519 [00:11<03:53,  2.14it/s]
       3/80      0.94G      1.162      2.285      1.043      1.343         13        640:   4%|▎         | 19/519 [00:11<03:53,  2.14it/s]
       3/80      0.94G      1.162      2.285      1.043      1.343         13        640:   4%|▍         | 20/519 [00:11<03:16,  2.53it/s]
       3/80      0.94G      1.151      2.277      1.037       1.34         11        640:   4%|▍         | 20/519 [00:11<03:16,  2.53it/s]
       3/80      0.94G      1.151      2.277      1.037       1.34         11        640:   4%|▍         | 21/519 [00:11<02:50,  2.91it/s]
       3/80      0.94G      1.167      2.328      1.045      1.356          9        640:   4%|▍         | 21/519 [00:13<02:50,  2.91it/s]
       3/80      0.94G      1.167      2.328      1.045      1.356          9        640:   4%|▍         | 22/519 [00:13<04:35,  1.80it/s]
       3/80      0.94G      1.162      2.318      1.054       1.35         12        640:   4%|▍         | 22/519 [00:13<04:35,  1.80it/s]
       3/80      0.94G      1.162      2.318      1.054       1.35         12        640:   4%|▍         | 23/519 [00:13<03:51,  2.14it/s]
       3/80      0.94G      1.169      2.324       1.06       1.36         10        640:   4%|▍         | 23/519 [00:13<03:51,  2.14it/s]
       3/80      0.94G      1.169      2.324       1.06       1.36         10        640:   5%|▍         | 24/519 [00:13<03:19,  2.48it/s]
       3/80      0.94G      1.181      2.304      1.064      1.363         11        640:   5%|▍         | 24/519 [00:14<03:19,  2.48it/s]
       3/80      0.94G      1.181      2.304      1.064      1.363         11        640:   5%|▍         | 25/519 [00:14<03:45,  2.19it/s]
       3/80      0.94G      1.207      2.364       1.09      1.408          6        640:   5%|▍         | 25/519 [00:15<03:45,  2.19it/s]
       3/80      0.94G      1.207      2.364       1.09      1.408          6        640:   5%|▌         | 26/519 [00:15<04:53,  1.68it/s]
       3/80      0.94G      1.203      2.372      1.091      1.407          6        640:   5%|▌         | 26/519 [00:15<04:53,  1.68it/s]
       3/80      0.94G      1.203      2.372      1.091      1.407          6        640:   5%|▌         | 27/519 [00:15<04:04,  2.01it/s]
       3/80      0.94G      1.201      2.376      1.102      1.409         10        640:   5%|▌         | 27/519 [00:15<04:04,  2.01it/s]
       3/80      0.94G      1.201      2.376      1.102      1.409         10        640:   5%|▌         | 28/519 [00:15<03:29,  2.34it/s]
       3/80      0.94G      1.203      2.354      1.096      1.404          6        640:   5%|▌         | 28/519 [00:15<03:29,  2.34it/s]
       3/80      0.94G      1.203      2.354      1.096      1.404          6        640:   6%|▌         | 29/519 [00:15<03:22,  2.42it/s]
       3/80      0.94G      1.217      2.348      1.119      1.423          6        640:   6%|▌         | 29/519 [00:16<03:22,  2.42it/s]
       3/80      0.94G      1.217      2.348      1.119      1.423          6        640:   6%|▌         | 30/519 [00:16<03:59,  2.05it/s]
       3/80      0.94G      1.213      2.353      1.123      1.422          9        640:   6%|▌         | 30/519 [00:16<03:59,  2.05it/s]
       3/80      0.94G      1.213      2.353      1.123      1.422          9        640:   6%|▌         | 31/519 [00:16<03:11,  2.55it/s]
       3/80      0.94G      1.223      2.357      1.127      1.437          7        640:   6%|▌         | 31/519 [00:17<03:11,  2.55it/s]
       3/80      0.94G      1.223      2.357      1.127      1.437          7        640:   6%|▌         | 32/519 [00:17<02:47,  2.91it/s]
       3/80      0.94G       1.22      2.341      1.125      1.429         10        640:   6%|▌         | 32/519 [00:17<02:47,  2.91it/s]
       3/80      0.94G       1.22      2.341      1.125      1.429         10        640:   6%|▋         | 33/519 [00:17<03:13,  2.51it/s]
       3/80      0.94G      1.232      2.347      1.133      1.437          8        640:   6%|▋         | 33/519 [00:18<03:13,  2.51it/s]
       3/80      0.94G      1.232      2.347      1.133      1.437          8        640:   7%|▋         | 34/519 [00:18<05:42,  1.42it/s]
       3/80      0.94G      1.227      2.327      1.129      1.431         11        640:   7%|▋         | 34/519 [00:19<05:42,  1.42it/s]
       3/80      0.94G      1.227      2.327      1.129      1.431         11        640:   7%|▋         | 35/519 [00:19<04:38,  1.74it/s]
       3/80      0.94G      1.217      2.313      1.129      1.424         12        640:   7%|▋         | 35/519 [00:19<04:38,  1.74it/s]
       3/80      0.94G      1.217      2.313      1.129      1.424         12        640:   7%|▋         | 36/519 [00:19<03:49,  2.11it/s]
       3/80      0.94G      1.215       2.31      1.137      1.422         11        640:   7%|▋         | 36/519 [00:19<03:49,  2.11it/s]
       3/80      0.94G      1.215       2.31      1.137      1.422         11        640:   7%|▋         | 37/519 [00:19<03:24,  2.36it/s]
       3/80      0.94G      1.215      2.301      1.141      1.419          9        640:   7%|▋         | 37/519 [00:20<03:24,  2.36it/s]
       3/80      0.94G      1.215      2.301      1.141      1.419          9        640:   7%|▋         | 38/519 [00:20<05:10,  1.55it/s]
       3/80      0.94G      1.217       2.32      1.137      1.419          6        640:   7%|▋         | 38/519 [00:21<05:10,  1.55it/s]
       3/80      0.94G      1.217       2.32      1.137      1.419          6        640:   8%|▊         | 39/519 [00:21<04:23,  1.82it/s]
       3/80      0.94G      1.218      2.333      1.133      1.418         10        640:   8%|▊         | 39/519 [00:21<04:23,  1.82it/s]
       3/80      0.94G      1.218      2.333      1.133      1.418         10        640:   8%|▊         | 40/519 [00:21<03:27,  2.31it/s]
       3/80      0.94G      1.219      2.314      1.139      1.416          9        640:   8%|▊         | 40/519 [00:21<03:27,  2.31it/s]
       3/80      0.94G      1.225      2.316      1.141      1.423          6        640:   8%|▊         | 40/519 [00:22<03:27,  2.31it/s]
       3/80      0.94G      1.225      2.316      1.141      1.423          6        640:   8%|▊         | 42/519 [00:22<04:38,  1.71it/s]
       3/80      0.94G      1.217      2.297      1.133      1.414          8        640:   8%|▊         | 42/519 [00:23<04:38,  1.71it/s]
       3/80      0.94G      1.217      2.297      1.133      1.414          8        640:   8%|▊         | 43/519 [00:23<03:59,  1.99it/s]
       3/80      0.94G      1.217      2.296       1.13      1.414         11        640:   8%|▊         | 43/519 [00:23<03:59,  1.99it/s]
       3/80      0.94G      1.217      2.296       1.13      1.414         11        640:   8%|▊         | 44/519 [00:23<03:29,  2.26it/s]
       3/80      0.94G      1.218      2.294      1.133      1.409         10        640:   8%|▊         | 44/519 [00:23<03:29,  2.26it/s]
       3/80      0.94G      1.218      2.294      1.133      1.409         10        640:   9%|▊         | 45/519 [00:23<02:59,  2.64it/s]
       3/80      0.94G      1.219      2.287      1.138      1.407         15        640:   9%|▊         | 45/519 [00:25<02:59,  2.64it/s]
       3/80      0.94G      1.219      2.287      1.138      1.407         15        640:   9%|▉         | 46/519 [00:25<05:39,  1.39it/s]
       3/80      0.94G      1.215      2.276      1.137      1.402          8        640:   9%|▉         | 46/519 [00:25<05:39,  1.39it/s]
       3/80      0.94G      1.215      2.276      1.137      1.402          8        640:   9%|▉         | 47/519 [00:25<04:34,  1.72it/s]
       3/80      0.94G      1.217      2.269      1.135      1.401          8        640:   9%|▉         | 47/519 [00:25<04:34,  1.72it/s]
       3/80      0.94G      1.217      2.269      1.135      1.401          8        640:   9%|▉         | 48/519 [00:25<03:53,  2.02it/s]
       3/80      0.94G      1.213      2.265      1.132      1.397         13        640:   9%|▉         | 48/519 [00:26<03:53,  2.02it/s]
       3/80      0.94G      1.213      2.265      1.132      1.397         13        640:   9%|▉         | 49/519 [00:26<03:28,  2.26it/s]
       3/80      0.94G      1.209      2.256      1.129      1.393          9        640:   9%|▉         | 49/519 [00:26<03:28,  2.26it/s]
       3/80      0.94G      1.209      2.256      1.129      1.393          9        640:  10%|▉         | 50/519 [00:26<04:11,  1.87it/s]
       3/80      0.94G      1.205      2.251      1.129       1.39          8        640:  10%|▉         | 50/519 [00:27<04:11,  1.87it/s]
       3/80      0.94G      1.205      2.251      1.129       1.39          8        640:  10%|▉         | 51/519 [00:27<03:34,  2.18it/s]
       3/80      0.94G      1.215      2.257      1.131      1.396         11        640:  10%|▉         | 51/519 [00:27<03:34,  2.18it/s]
       3/80      0.94G      1.215      2.257      1.131      1.396         11        640:  10%|█         | 52/519 [00:27<02:59,  2.60it/s]
       3/80      0.94G      1.212      2.253      1.132      1.391         11        640:  10%|█         | 52/519 [00:27<02:59,  2.60it/s]
       3/80      0.94G      1.212      2.253      1.132      1.391         11        640:  10%|█         | 53/519 [00:27<02:39,  2.92it/s]
       3/80      0.94G      1.211      2.243      1.129      1.391         12        640:  10%|█         | 53/519 [00:28<02:39,  2.92it/s]
       3/80      0.94G      1.211      2.243      1.129      1.391         12        640:  10%|█         | 54/519 [00:28<04:49,  1.61it/s]
       3/80      0.94G       1.21      2.247      1.127      1.391         10        640:  10%|█         | 54/519 [00:29<04:49,  1.61it/s]
       3/80      0.94G       1.21      2.247      1.127      1.391         10        640:  11%|█         | 55/519 [00:29<03:48,  2.03it/s]
       3/80      0.94G      1.205      2.232      1.122      1.386          8        640:  11%|█         | 55/519 [00:29<03:48,  2.03it/s]
       3/80      0.94G      1.205      2.232      1.122      1.386          8        640:  11%|█         | 56/519 [00:29<03:04,  2.51it/s]
       3/80      0.94G      1.202      2.225      1.123      1.383         14        640:  11%|█         | 56/519 [00:29<03:04,  2.51it/s]
       3/80      0.94G      1.202      2.225      1.123      1.383         14        640:  11%|█         | 57/519 [00:29<02:43,  2.82it/s]
       3/80      0.94G      1.201      2.217      1.123      1.381         15        640:  11%|█         | 57/519 [00:30<02:43,  2.82it/s]
       3/80      0.94G      1.201      2.217      1.123      1.381         15        640:  11%|█         | 58/519 [00:30<04:17,  1.79it/s]
       3/80      0.94G      1.199      2.211      1.119      1.377         11        640:  11%|█         | 58/519 [00:30<04:17,  1.79it/s]
       3/80      0.94G      1.199      2.211      1.119      1.377         11        640:  11%|█▏        | 59/519 [00:30<03:22,  2.27it/s]
       3/80      0.94G      1.202      2.204      1.113      1.378          9        640:  11%|█▏        | 59/519 [00:30<03:22,  2.27it/s]
       3/80      0.94G      1.202      2.204      1.113      1.378          9        640:  12%|█▏        | 60/519 [00:30<02:58,  2.58it/s]
       3/80      0.94G        1.2      2.199      1.113      1.376          9        640:  12%|█▏        | 60/519 [00:31<02:58,  2.58it/s]
       3/80      0.94G        1.2      2.199      1.113      1.376          9        640:  12%|█▏        | 61/519 [00:31<02:45,  2.77it/s]
       3/80      0.94G      1.202      2.198       1.11      1.377         10        640:  12%|█▏        | 61/519 [00:31<02:45,  2.77it/s]
       3/80      0.94G      1.202      2.198       1.11      1.377         10        640:  12%|█▏        | 62/519 [00:31<03:31,  2.16it/s]
       3/80      0.94G      1.196      2.188      1.103      1.372         10        640:  12%|█▏        | 62/519 [00:32<03:31,  2.16it/s]
       3/80      0.94G      1.196      2.188      1.103      1.372         10        640:  12%|█▏        | 63/519 [00:32<02:59,  2.54it/s]
       3/80      0.94G      1.194      2.187      1.101      1.371         10        640:  12%|█▏        | 63/519 [00:32<02:59,  2.54it/s]
       3/80      0.94G      1.194      2.187      1.101      1.371         10        640:  12%|█▏        | 64/519 [00:32<02:46,  2.74it/s]
       3/80      0.94G      1.185      2.174      1.101      1.367          7        640:  12%|█▏        | 64/519 [00:32<02:46,  2.74it/s]
       3/80      0.94G      1.185      2.174      1.101      1.367          7        640:  13%|█▎        | 65/519 [00:32<02:22,  3.18it/s]
       3/80      0.94G      1.182      2.164      1.098      1.364         11        640:  13%|█▎        | 65/519 [00:33<02:22,  3.18it/s]
       3/80      0.94G      1.182      2.164      1.098      1.364         11        640:  13%|█▎        | 66/519 [00:33<03:25,  2.20it/s]
       3/80      0.94G      1.177      2.155      1.099      1.362         12        640:  13%|█▎        | 66/519 [00:33<03:25,  2.20it/s]
       3/80      0.94G      1.177      2.155      1.099      1.362         12        640:  13%|█▎        | 67/519 [00:33<03:00,  2.50it/s]
       3/80      0.94G      1.173      2.147      1.099      1.359          9        640:  13%|█▎        | 67/519 [00:34<03:00,  2.50it/s]
       3/80      0.94G      1.173      2.147      1.099      1.359          9        640:  13%|█▎        | 68/519 [00:34<04:01,  1.87it/s]
       3/80      0.94G      1.172      2.145      1.103       1.36          6        640:  13%|█▎        | 68/519 [00:34<04:01,  1.87it/s]
       3/80      0.94G      1.172      2.145      1.103       1.36          6        640:  13%|█▎        | 69/519 [00:34<03:15,  2.30it/s]
       3/80      0.94G      1.167      2.136      1.104      1.356          5        640:  13%|█▎        | 69/519 [00:35<03:15,  2.30it/s]
       3/80      0.94G      1.167      2.136      1.104      1.356          5        640:  13%|█▎        | 70/519 [00:35<03:09,  2.36it/s]
       3/80      0.94G      1.165      2.135      1.102      1.356         10        640:  13%|█▎        | 70/519 [00:35<03:09,  2.36it/s]
       3/80      0.94G      1.165      2.135      1.102      1.356         10        640:  14%|█▎        | 71/519 [00:35<02:43,  2.74it/s]
       3/80      0.94G      1.169      2.135      1.101      1.357         10        640:  14%|█▎        | 71/519 [00:36<02:43,  2.74it/s]
       3/80      0.94G      1.169      2.135      1.101      1.357         10        640:  14%|█▍        | 72/519 [00:36<04:15,  1.75it/s]
       3/80      0.94G      1.168      2.135      1.101      1.356         12        640:  14%|█▍        | 72/519 [00:36<04:15,  1.75it/s]
       3/80      0.94G      1.168      2.135      1.101      1.356         12        640:  14%|█▍        | 73/519 [00:36<03:39,  2.04it/s]
       3/80      0.94G      1.168      2.124      1.108      1.362          5        640:  14%|█▍        | 73/519 [00:37<03:39,  2.04it/s]
       3/80      0.94G      1.168      2.124      1.108      1.362          5        640:  14%|█▍        | 74/519 [00:37<03:47,  1.95it/s]
       3/80      0.94G      1.169      2.118      1.107      1.363         10        640:  14%|█▍        | 74/519 [00:37<03:47,  1.95it/s]
       3/80      0.94G      1.169      2.118      1.107      1.363         10        640:  14%|█▍        | 75/519 [00:37<03:08,  2.36it/s]
       3/80      0.94G       1.17      2.153      1.115      1.364          9        640:  14%|█▍        | 75/519 [00:37<03:08,  2.36it/s]
       3/80      0.94G       1.17      2.153      1.115      1.364          9        640:  15%|█▍        | 76/519 [00:37<02:56,  2.50it/s]
       3/80      0.94G      1.168      2.144      1.112      1.361          7        640:  15%|█▍        | 76/519 [00:38<02:56,  2.50it/s]
       3/80      0.94G      1.168      2.144      1.112      1.361          7        640:  15%|█▍        | 77/519 [00:38<02:34,  2.86it/s]
       3/80      0.94G      1.172      2.158      1.114       1.36         11        640:  15%|█▍        | 77/519 [00:39<02:34,  2.86it/s]
       3/80      0.94G      1.172      2.158      1.114       1.36         11        640:  15%|█▌        | 78/519 [00:39<05:01,  1.46it/s]
       3/80      0.94G      1.174      2.165      1.115      1.363          9        640:  15%|█▌        | 78/519 [00:39<05:01,  1.46it/s]
       3/80      0.94G      1.174      2.165      1.115      1.363          9        640:  15%|█▌        | 79/519 [00:39<04:07,  1.78it/s]
       3/80      0.94G       1.17      2.153       1.11      1.362          6        640:  15%|█▌        | 79/519 [00:40<04:07,  1.78it/s]
       3/80      0.94G       1.17      2.153       1.11      1.362          6        640:  15%|█▌        | 80/519 [00:40<03:25,  2.13it/s]
       3/80      0.94G      1.167      2.153      1.108       1.36         13        640:  15%|█▌        | 80/519 [00:40<03:25,  2.13it/s]
       3/80      0.94G      1.167      2.153      1.108       1.36         13        640:  16%|█▌        | 81/519 [00:40<02:45,  2.64it/s]
       3/80      0.94G      1.169      2.151      1.107      1.361         11        640:  16%|█▌        | 81/519 [00:40<02:45,  2.64it/s]
       3/80      0.94G      1.169      2.151      1.107      1.361         11        640:  16%|█▌        | 82/519 [00:40<03:23,  2.15it/s]
       3/80      0.94G      1.168      2.147      1.105       1.36         10        640:  16%|█▌        | 82/519 [00:41<03:23,  2.15it/s]
       3/80      0.94G      1.168      2.147      1.105       1.36         10        640:  16%|█▌        | 83/519 [00:41<02:51,  2.55it/s]
       3/80      0.94G      1.167      2.138      1.103      1.359          8        640:  16%|█▌        | 83/519 [00:41<02:51,  2.55it/s]
       3/80      0.94G      1.167      2.138      1.103      1.359          8        640:  16%|█▌        | 84/519 [00:41<02:46,  2.61it/s]
       3/80      0.94G      1.165       2.13        1.1      1.357         12        640:  16%|█▌        | 84/519 [00:41<02:46,  2.61it/s]
       3/80      0.94G      1.165       2.13        1.1      1.357         12        640:  16%|█▋        | 85/519 [00:41<02:24,  2.99it/s]
       3/80      0.94G       1.17      2.142      1.102      1.361         11        640:  16%|█▋        | 85/519 [00:43<02:24,  2.99it/s]
       3/80      0.94G       1.17      2.142      1.102      1.361         11        640:  17%|█▋        | 86/519 [00:43<05:17,  1.36it/s]
       3/80      0.94G      1.172      2.146      1.102      1.361         10        640:  17%|█▋        | 86/519 [00:43<05:17,  1.36it/s]
       3/80      0.94G      1.172      2.146      1.102      1.361         10        640:  17%|█▋        | 87/519 [00:43<04:11,  1.72it/s]
       3/80      0.94G      1.172      2.138      1.105      1.359         11        640:  17%|█▋        | 87/519 [00:43<04:11,  1.72it/s]
       3/80      0.94G      1.172      2.138      1.105      1.359         11        640:  17%|█▋        | 88/519 [00:43<03:17,  2.19it/s]
       3/80      0.94G      1.169      2.136        1.1      1.357          8        640:  17%|█▋        | 88/519 [00:44<03:17,  2.19it/s]
       3/80      0.94G      1.169      2.136        1.1      1.357          8        640:  17%|█▋        | 89/519 [00:44<02:50,  2.53it/s]
       3/80      0.94G      1.173      2.141      1.103      1.363         13        640:  17%|█▋        | 89/519 [00:44<02:50,  2.53it/s]
       3/80      0.94G      1.173      2.141      1.103      1.363         13        640:  17%|█▋        | 90/519 [00:44<02:44,  2.60it/s]
       3/80      0.94G       1.17      2.135      1.099      1.361          9        640:  17%|█▋        | 90/519 [00:44<02:44,  2.60it/s]
       3/80      0.94G       1.17      2.135      1.099      1.361          9        640:  18%|█▊        | 91/519 [00:44<02:17,  3.10it/s]
       3/80      0.94G      1.166      2.127      1.095      1.357         13        640:  18%|█▊        | 91/519 [00:45<02:17,  3.10it/s]
       3/80      0.94G      1.166      2.127      1.095      1.357         13        640:  18%|█▊        | 92/519 [00:45<02:25,  2.93it/s]
       3/80      0.94G      1.172      2.131      1.097       1.36         12        640:  18%|█▊        | 92/519 [00:45<02:25,  2.93it/s]
       3/80      0.94G      1.172      2.131      1.097       1.36         12        640:  18%|█▊        | 93/519 [00:45<02:05,  3.38it/s]
       3/80      0.94G      1.175      2.133      1.103      1.361          9        640:  18%|█▊        | 93/519 [00:46<02:05,  3.38it/s]
       3/80      0.94G      1.175      2.133      1.103      1.361          9        640:  18%|█▊        | 94/519 [00:46<04:01,  1.76it/s]
       3/80      0.94G      1.171      2.124      1.099      1.358         11        640:  18%|█▊        | 94/519 [00:46<04:01,  1.76it/s]
       3/80      0.94G      1.171      2.124      1.099      1.358         11        640:  18%|█▊        | 95/519 [00:46<03:26,  2.05it/s]
       3/80      0.94G       1.18      2.135      1.103      1.366          7        640:  18%|█▊        | 95/519 [00:47<03:26,  2.05it/s]
       3/80      0.94G       1.18      2.135      1.103      1.366          7        640:  18%|█▊        | 96/519 [00:47<03:38,  1.94it/s]
       3/80      0.94G      1.178      2.129        1.1      1.364         12        640:  18%|█▊        | 96/519 [00:47<03:38,  1.94it/s]
       3/80      0.94G      1.178      2.129        1.1      1.364         12        640:  19%|█▊        | 97/519 [00:47<03:11,  2.21it/s]
       3/80      0.94G      1.181      2.128      1.105      1.365         11        640:  19%|█▊        | 97/519 [00:48<03:11,  2.21it/s]
       3/80      0.94G      1.181      2.128      1.105      1.365         11        640:  19%|█▉        | 98/519 [00:48<04:04,  1.72it/s]
       3/80      0.94G      1.179      2.124      1.105      1.363         16        640:  19%|█▉        | 98/519 [00:48<04:04,  1.72it/s]
       3/80      0.94G      1.179      2.124      1.105      1.363         16        640:  19%|█▉        | 99/519 [00:48<03:13,  2.17it/s]
       3/80      0.94G      1.177      2.118      1.107      1.361          9        640:  19%|█▉        | 99/519 [00:49<03:13,  2.17it/s]
       3/80      0.94G      1.177      2.118      1.107      1.361          9        640:  19%|█▉        | 100/519 [00:49<03:26,  2.03it/s]
       3/80      0.94G       1.18      2.123      1.113      1.362         12        640:  19%|█▉        | 100/519 [00:49<03:26,  2.03it/s]
       3/80      0.94G       1.18      2.123      1.113      1.362         12        640:  19%|█▉        | 101/519 [00:49<02:54,  2.39it/s]
       3/80      0.94G      1.181       2.12      1.114      1.362         10        640:  19%|█▉        | 101/519 [00:50<02:54,  2.39it/s]
       3/80      0.94G      1.181       2.12      1.114      1.362         10        640:  20%|█▉        | 102/519 [00:50<04:02,  1.72it/s]
       3/80      0.94G      1.179      2.122      1.113      1.366          5        640:  20%|█▉        | 102/519 [00:50<04:02,  1.72it/s]
       3/80      0.94G      1.179      2.122      1.113      1.366          5        640:  20%|█▉        | 103/519 [00:50<03:12,  2.16it/s]
       3/80      0.94G       1.18      2.118      1.111      1.366         10        640:  20%|█▉        | 103/519 [00:51<03:12,  2.16it/s]
       3/80      0.94G       1.18      2.118      1.111      1.366         10        640:  20%|██        | 104/519 [00:51<03:53,  1.78it/s]
       3/80      0.94G       1.18       2.12      1.114      1.366         10        640:  20%|██        | 104/519 [00:51<03:53,  1.78it/s]
       3/80      0.94G       1.18       2.12      1.114      1.366         10        640:  20%|██        | 105/519 [00:51<03:14,  2.13it/s]
       3/80      0.94G       1.18      2.115      1.112      1.365         11        640:  20%|██        | 105/519 [00:52<03:14,  2.13it/s]
       3/80      0.94G       1.18      2.115      1.112      1.365         11        640:  20%|██        | 106/519 [00:52<03:54,  1.76it/s]
       3/80      0.94G       1.18      2.119      1.112      1.367          9        640:  20%|██        | 106/519 [00:52<03:54,  1.76it/s]
       3/80      0.94G       1.18      2.119      1.112      1.367          9        640:  21%|██        | 107/519 [00:52<03:02,  2.26it/s]
       3/80      0.94G       1.18      2.114      1.111      1.367          6        640:  21%|██        | 107/519 [00:53<03:02,  2.26it/s]
       3/80      0.94G       1.18      2.114      1.111      1.367          6        640:  21%|██        | 108/519 [00:53<03:16,  2.10it/s]
       3/80      0.94G      1.183      2.118      1.109       1.37          9        640:  21%|██        | 108/519 [00:53<03:16,  2.10it/s]
       3/80      0.94G      1.183      2.118      1.109       1.37          9        640:  21%|██        | 109/519 [00:53<02:42,  2.52it/s]
       3/80      0.94G      1.183      2.114      1.107      1.368         14        640:  21%|██        | 109/519 [00:54<02:42,  2.52it/s]
       3/80      0.94G      1.183      2.114      1.107      1.368         14        640:  21%|██        | 110/519 [00:54<03:12,  2.13it/s]
       3/80      0.94G      1.182      2.114      1.106      1.367         13        640:  21%|██        | 110/519 [00:54<03:12,  2.13it/s]
       3/80      0.94G      1.182      2.114      1.106      1.367         13        640:  21%|██▏       | 111/519 [00:54<02:44,  2.48it/s]
       3/80      0.94G      1.181      2.115      1.107      1.366         12        640:  21%|██▏       | 111/519 [00:55<02:44,  2.48it/s]
       3/80      0.94G      1.181      2.115      1.107      1.366         12        640:  22%|██▏       | 112/519 [00:55<03:32,  1.92it/s]
       3/80      0.94G       1.18      2.112      1.105      1.365          9        640:  22%|██▏       | 112/519 [00:55<03:32,  1.92it/s]
       3/80      0.94G       1.18      2.112      1.105      1.365          9        640:  22%|██▏       | 113/519 [00:55<02:57,  2.29it/s]
       3/80      0.94G       1.18      2.107      1.105      1.365         11        640:  22%|██▏       | 113/519 [00:56<02:57,  2.29it/s]
       3/80      0.94G       1.18      2.107      1.105      1.365         11        640:  22%|██▏       | 114/519 [00:56<04:17,  1.57it/s]
       3/80      0.94G      1.178      2.105      1.104      1.363         12        640:  22%|██▏       | 114/519 [00:56<04:17,  1.57it/s]
       3/80      0.94G      1.178      2.105      1.104      1.363         12        640:  22%|██▏       | 115/519 [00:56<03:25,  1.97it/s]
       3/80      0.94G      1.178      2.105      1.103      1.361         16        640:  22%|██▏       | 115/519 [00:57<03:25,  1.97it/s]
       3/80      0.94G      1.178      2.105      1.103      1.361         16        640:  22%|██▏       | 116/519 [00:57<03:37,  1.86it/s]
       3/80      0.94G      1.177      2.105      1.104      1.362          9        640:  22%|██▏       | 116/519 [00:57<03:37,  1.86it/s]
       3/80      0.94G      1.177      2.105      1.104      1.362          9        640:  23%|██▎       | 117/519 [00:57<02:59,  2.24it/s]
       3/80      0.94G      1.181       2.11      1.112      1.367          7        640:  23%|██▎       | 117/519 [00:57<02:59,  2.24it/s]
       3/80      0.94G      1.181       2.11      1.112      1.367          7        640:  23%|██▎       | 118/519 [00:57<03:07,  2.14it/s]
       3/80      0.94G      1.183       2.11      1.112      1.369         14        640:  23%|██▎       | 118/519 [00:58<03:07,  2.14it/s]
       3/80      0.94G      1.183       2.11      1.112      1.369         14        640:  23%|██▎       | 119/519 [00:58<02:39,  2.50it/s]
       3/80      0.94G      1.182      2.106      1.111      1.369         12        640:  23%|██▎       | 119/519 [00:59<02:39,  2.50it/s]
       3/80      0.94G      1.182      2.106      1.111      1.369         12        640:  23%|██▎       | 120/519 [00:59<04:34,  1.45it/s]
       3/80      0.94G       1.18      2.102      1.109      1.368         10        640:  23%|██▎       | 120/519 [00:59<04:34,  1.45it/s]
       3/80      0.94G       1.18      2.102      1.109      1.368         10        640:  23%|██▎       | 121/519 [00:59<03:43,  1.78it/s]
       3/80      0.94G       1.18        2.1      1.115       1.37         12        640:  23%|██▎       | 121/519 [01:00<03:43,  1.78it/s]
       3/80      0.94G       1.18        2.1      1.115       1.37         12        640:  24%|██▎       | 122/519 [01:00<03:09,  2.10it/s]
       3/80      0.94G      1.184      2.105      1.118      1.372         11        640:  24%|██▎       | 122/519 [01:00<03:09,  2.10it/s]
       3/80      0.94G      1.184      2.105      1.118      1.372         11        640:  24%|██▎       | 123/519 [01:00<02:35,  2.55it/s]
       3/80      0.94G      1.186      2.107       1.12      1.375         10        640:  24%|██▎       | 123/519 [01:00<02:35,  2.55it/s]
       3/80      0.94G      1.186      2.107       1.12      1.375         10        640:  24%|██▍       | 124/519 [01:00<03:04,  2.14it/s]
       3/80      0.94G      1.189      2.109      1.122      1.376         12        640:  24%|██▍       | 124/519 [01:01<03:04,  2.14it/s]
       3/80      0.94G      1.189      2.109      1.122      1.376         12        640:  24%|██▍       | 125/519 [01:01<02:35,  2.54it/s]
       3/80      0.94G      1.188      2.107       1.12      1.375         10        640:  24%|██▍       | 125/519 [01:01<02:35,  2.54it/s]
       3/80      0.94G      1.188      2.107       1.12      1.375         10        640:  24%|██▍       | 126/519 [01:01<02:50,  2.30it/s]
       3/80      0.94G      1.189      2.111      1.119      1.375         13        640:  24%|██▍       | 126/519 [01:01<02:50,  2.30it/s]
       3/80      0.94G      1.189      2.111      1.119      1.375         13        640:  24%|██▍       | 127/519 [01:01<02:21,  2.76it/s]
       3/80      0.94G      1.188       2.11      1.118      1.373         10        640:  24%|██▍       | 127/519 [01:02<02:21,  2.76it/s]
       3/80      0.94G      1.188       2.11      1.118      1.373         10        640:  25%|██▍       | 128/519 [01:02<03:10,  2.05it/s]
       3/80      0.94G      1.191      2.113       1.12      1.375         12        640:  25%|██▍       | 128/519 [01:02<03:10,  2.05it/s]
       3/80      0.94G      1.191      2.113       1.12      1.375         12        640:  25%|██▍       | 129/519 [01:02<02:40,  2.44it/s]
       3/80      0.94G      1.191      2.111      1.119      1.373         10        640:  25%|██▍       | 129/519 [01:03<02:40,  2.44it/s]
       3/80      0.94G      1.191      2.111      1.119      1.373         10        640:  25%|██▌       | 130/519 [01:03<02:18,  2.82it/s]
       3/80      0.94G       1.19      2.107      1.117      1.374          7        640:  25%|██▌       | 130/519 [01:03<02:18,  2.82it/s]
       3/80      0.94G       1.19      2.107      1.117      1.374          7        640:  25%|██▌       | 131/519 [01:03<03:09,  2.05it/s]
       3/80      0.94G      1.192      2.108      1.118      1.377         12        640:  25%|██▌       | 131/519 [01:04<03:09,  2.05it/s]
       3/80      0.94G      1.192      2.108      1.118      1.377         12        640:  25%|██▌       | 132/519 [01:04<02:53,  2.23it/s]
       3/80      0.94G      1.191       2.11      1.119      1.376          7        640:  25%|██▌       | 132/519 [01:04<02:53,  2.23it/s]
       3/80      0.94G      1.191       2.11      1.119      1.376          7        640:  26%|██▌       | 133/519 [01:04<02:28,  2.60it/s]
       3/80      0.94G      1.191       2.11      1.118      1.375          9        640:  26%|██▌       | 133/519 [01:04<02:28,  2.60it/s]
       3/80      0.94G      1.191       2.11      1.118      1.375          9        640:  26%|██▌       | 134/519 [01:04<02:12,  2.90it/s]
       3/80      0.94G       1.19      2.109      1.117      1.373         13        640:  26%|██▌       | 134/519 [01:06<02:12,  2.90it/s]
       3/80      0.94G       1.19      2.109      1.117      1.373         13        640:  26%|██▌       | 135/519 [01:06<04:29,  1.42it/s]
       3/80      0.94G       1.19      2.107      1.116      1.373         10        640:  26%|██▌       | 135/519 [01:06<04:29,  1.42it/s]
       3/80      0.94G       1.19      2.107      1.116      1.373         10        640:  26%|██▌       | 136/519 [01:06<03:36,  1.77it/s]
       3/80      0.94G      1.193      2.112      1.115      1.377          8        640:  26%|██▌       | 136/519 [01:06<03:36,  1.77it/s]
       3/80      0.94G      1.193      2.112      1.115      1.377          8        640:  26%|██▋       | 137/519 [01:06<02:59,  2.13it/s]
       3/80      0.94G      1.192      2.105      1.112      1.375         10        640:  26%|██▋       | 137/519 [01:06<02:59,  2.13it/s]
       3/80      0.94G      1.192      2.105      1.112      1.375         10        640:  27%|██▋       | 138/519 [01:06<02:24,  2.64it/s]
       3/80      0.94G      1.195       2.11      1.116      1.378         11        640:  27%|██▋       | 138/519 [01:08<02:24,  2.64it/s]
       3/80      0.94G      1.195       2.11      1.116      1.378         11        640:  27%|██▋       | 139/519 [01:08<04:24,  1.44it/s]
       3/80      0.94G      1.194      2.111      1.116      1.378         12        640:  27%|██▋       | 139/519 [01:08<04:24,  1.44it/s]
       3/80      0.94G      1.194      2.111      1.116      1.378         12        640:  27%|██▋       | 140/519 [01:08<03:35,  1.76it/s]
       3/80      0.94G      1.197      2.114      1.115      1.379          9        640:  27%|██▋       | 140/519 [01:08<03:35,  1.76it/s]
       3/80      0.94G      1.197      2.114      1.115      1.379          9        640:  27%|██▋       | 141/519 [01:08<02:49,  2.23it/s]
       3/80      0.94G      1.196      2.116      1.116      1.379          9        640:  27%|██▋       | 141/519 [01:09<02:49,  2.23it/s]
       3/80      0.94G      1.196      2.116      1.116      1.379          9        640:  27%|██▋       | 142/519 [01:09<02:31,  2.49it/s]
       3/80      0.94G      1.198      2.121      1.119       1.38         15        640:  27%|██▋       | 142/519 [01:10<02:31,  2.49it/s]
       3/80      0.94G      1.198      2.121      1.119       1.38         15        640:  28%|██▊       | 143/519 [01:10<04:45,  1.32it/s]
       3/80      0.94G      1.199      2.121       1.12      1.379         15        640:  28%|██▊       | 143/519 [01:10<04:45,  1.32it/s]
       3/80      0.94G      1.199      2.121       1.12      1.379         15        640:  28%|██▊       | 144/519 [01:10<03:46,  1.66it/s]
       3/80      0.94G        1.2      2.121       1.12       1.38          8        640:  28%|██▊       | 144/519 [01:11<03:46,  1.66it/s]
       3/80      0.94G        1.2      2.121       1.12       1.38          8        640:  28%|██▊       | 145/519 [01:11<03:10,  1.96it/s]
       3/80      0.94G      1.198      2.118      1.118      1.379         13        640:  28%|██▊       | 145/519 [01:11<03:10,  1.96it/s]
       3/80      0.94G      1.198      2.118      1.118      1.379         13        640:  28%|██▊       | 146/519 [01:11<02:38,  2.35it/s]
       3/80      0.94G      1.202       2.12      1.119       1.38         12        640:  28%|██▊       | 146/519 [01:12<02:38,  2.35it/s]
       3/80      0.94G      1.202       2.12      1.119       1.38         12        640:  28%|██▊       | 147/519 [01:12<02:56,  2.11it/s]
       3/80      0.94G      1.201      2.122      1.118      1.379         10        640:  28%|██▊       | 147/519 [01:12<02:56,  2.11it/s]
       3/80      0.94G      1.201      2.122      1.118      1.379         10        640:  29%|██▊       | 148/519 [01:12<02:38,  2.34it/s]
       3/80      0.94G      1.203      2.124      1.119      1.379          7        640:  29%|██▊       | 148/519 [01:12<02:38,  2.34it/s]
       3/80      0.94G      1.203      2.124      1.119      1.379          7        640:  29%|██▊       | 149/519 [01:12<02:14,  2.75it/s]
       3/80      0.94G      1.202      2.121      1.118      1.378         10        640:  29%|██▊       | 149/519 [01:12<02:14,  2.75it/s]
       3/80      0.94G      1.202      2.121      1.118      1.378         10        640:  29%|██▉       | 150/519 [01:12<02:01,  3.02it/s]
       3/80      0.94G      1.198      2.118      1.116      1.376         13        640:  29%|██▉       | 150/519 [01:14<02:01,  3.02it/s]
       3/80      0.94G      1.198      2.118      1.116      1.376         13        640:  29%|██▉       | 151/519 [01:14<03:40,  1.67it/s]
       3/80      0.94G      1.202      2.124      1.119       1.38          6        640:  29%|██▉       | 151/519 [01:14<03:40,  1.67it/s]
       3/80      0.94G      1.202      2.124      1.119       1.38          6        640:  29%|██▉       | 152/519 [01:14<02:58,  2.05it/s]
       3/80      0.94G      1.206      2.127      1.121      1.384          8        640:  29%|██▉       | 152/519 [01:14<02:58,  2.05it/s]
       3/80      0.94G      1.206      2.127      1.121      1.384          8        640:  29%|██▉       | 153/519 [01:14<02:35,  2.35it/s]
       3/80      0.94G      1.204      2.123      1.121      1.383          7        640:  29%|██▉       | 153/519 [01:14<02:35,  2.35it/s]
       3/80      0.94G      1.204      2.123      1.121      1.383          7        640:  30%|██▉       | 154/519 [01:14<02:16,  2.67it/s]
       3/80      0.94G      1.206      2.126      1.123      1.385         11        640:  30%|██▉       | 154/519 [01:15<02:16,  2.67it/s]
       3/80      0.94G      1.206      2.126      1.123      1.385         11        640:  30%|██▉       | 155/519 [01:15<02:49,  2.14it/s]
       3/80      0.94G      1.208      2.126      1.125      1.387          9        640:  30%|██▉       | 155/519 [01:15<02:49,  2.14it/s]
       3/80      0.94G      1.208      2.126      1.125      1.387          9        640:  30%|███       | 156/519 [01:15<02:33,  2.37it/s]
       3/80      0.94G      1.208      2.124      1.127      1.387          9        640:  30%|███       | 156/519 [01:16<02:33,  2.37it/s]
       3/80      0.94G      1.208      2.124      1.127      1.387          9        640:  30%|███       | 157/519 [01:16<03:10,  1.90it/s]
       3/80      0.94G      1.207      2.123      1.126      1.387         13        640:  30%|███       | 157/519 [01:16<03:10,  1.90it/s]
       3/80      0.94G      1.207      2.123      1.126      1.387         13        640:  30%|███       | 158/519 [01:16<02:38,  2.28it/s]
       3/80      0.94G      1.207      2.123      1.127      1.387         11        640:  30%|███       | 158/519 [01:17<02:38,  2.28it/s]
       3/80      0.94G      1.207      2.123      1.127      1.387         11        640:  31%|███       | 159/519 [01:17<02:26,  2.45it/s]
       3/80      0.94G      1.205      2.122      1.126      1.385         12        640:  31%|███       | 159/519 [01:17<02:26,  2.45it/s]
       3/80      0.94G      1.205      2.122      1.126      1.385         12        640:  31%|███       | 160/519 [01:17<02:14,  2.68it/s]
       3/80      0.94G      1.205       2.12      1.124      1.385         14        640:  31%|███       | 160/519 [01:18<02:14,  2.68it/s]
       3/80      0.94G      1.205       2.12      1.124      1.385         14        640:  31%|███       | 161/519 [01:18<04:04,  1.46it/s]
       3/80      0.94G      1.204      2.121      1.127      1.383          8        640:  31%|███       | 161/519 [01:19<04:04,  1.46it/s]
       3/80      0.94G      1.204      2.121      1.127      1.383          8        640:  31%|███       | 162/519 [01:19<03:13,  1.84it/s]
       3/80      0.94G      1.205      2.121      1.126      1.385         10        640:  31%|███       | 162/519 [01:19<03:13,  1.84it/s]
       3/80      0.94G      1.205      2.121      1.126      1.385         10        640:  31%|███▏      | 163/519 [01:19<02:39,  2.23it/s]
       3/80      0.94G      1.205       2.12      1.127      1.386          8        640:  31%|███▏      | 163/519 [01:19<02:39,  2.23it/s]
       3/80      0.94G      1.205       2.12      1.127      1.386          8        640:  32%|███▏      | 164/519 [01:19<02:11,  2.70it/s]
       3/80      0.94G      1.208      2.125       1.13      1.387          9        640:  32%|███▏      | 164/519 [01:20<02:11,  2.70it/s]
       3/80      0.94G      1.208      2.125       1.13      1.387          9        640:  32%|███▏      | 165/519 [01:20<03:55,  1.50it/s]
       3/80      0.94G      1.206      2.122      1.129      1.386         10        640:  32%|███▏      | 165/519 [01:21<03:55,  1.50it/s]
       3/80      0.94G      1.206      2.122      1.129      1.386         10        640:  32%|███▏      | 166/519 [01:21<03:14,  1.82it/s]
       3/80      0.94G      1.206      2.121       1.13      1.385          9        640:  32%|███▏      | 166/519 [01:21<03:14,  1.82it/s]
       3/80      0.94G      1.206      2.121       1.13      1.385          9        640:  32%|███▏      | 167/519 [01:21<02:37,  2.24it/s]
       3/80      0.94G      1.206      2.121       1.13      1.385          7        640:  32%|███▏      | 167/519 [01:21<02:37,  2.24it/s]
       3/80      0.94G      1.206      2.121       1.13      1.385          7        640:  32%|███▏      | 168/519 [01:21<02:18,  2.54it/s]
       3/80      0.94G      1.207      2.121       1.13      1.386         10        640:  32%|███▏      | 168/519 [01:22<02:18,  2.54it/s]
       3/80      0.94G      1.207      2.121       1.13      1.386         10        640:  33%|███▎      | 169/519 [01:22<03:53,  1.50it/s]
       3/80      0.94G      1.205       2.12      1.131      1.385          6        640:  33%|███▎      | 169/519 [01:23<03:53,  1.50it/s]
       3/80      0.94G      1.205       2.12      1.131      1.385          6        640:  33%|███▎      | 170/519 [01:23<03:02,  1.91it/s]
       3/80      0.94G      1.204       2.12      1.129      1.384         11        640:  33%|███▎      | 170/519 [01:23<03:02,  1.91it/s]
       3/80      0.94G      1.204       2.12      1.129      1.384         11        640:  33%|███▎      | 171/519 [01:23<02:25,  2.39it/s]
       3/80      0.94G      1.202      2.119      1.129      1.383         12        640:  33%|███▎      | 171/519 [01:23<02:25,  2.39it/s]
       3/80      0.94G      1.202      2.119      1.129      1.383         12        640:  33%|███▎      | 172/519 [01:23<02:04,  2.78it/s]
       3/80      0.94G      1.204       2.12       1.13      1.383          8        640:  33%|███▎      | 172/519 [01:24<02:04,  2.78it/s]
       3/80      0.94G      1.204       2.12       1.13      1.383          8        640:  33%|███▎      | 173/519 [01:24<03:35,  1.61it/s]
       3/80      0.94G      1.205      2.124      1.131      1.383         10        640:  33%|███▎      | 173/519 [01:24<03:35,  1.61it/s]
       3/80      0.94G      1.205      2.124      1.131      1.383         10        640:  34%|███▎      | 174/519 [01:24<02:49,  2.03it/s]
       3/80      0.94G      1.204      2.123       1.13      1.382         14        640:  34%|███▎      | 174/519 [01:25<02:49,  2.03it/s]
       3/80      0.94G      1.204      2.123       1.13      1.382         14        640:  34%|███▎      | 175/519 [01:25<02:21,  2.44it/s]
       3/80      0.94G      1.203      2.122      1.129      1.382          9        640:  34%|███▎      | 175/519 [01:25<02:21,  2.44it/s]
       3/80      0.94G      1.203      2.122      1.129      1.382          9        640:  34%|███▍      | 176/519 [01:25<02:00,  2.85it/s]
       3/80      0.94G      1.203      2.118       1.13       1.38         12        640:  34%|███▍      | 176/519 [01:26<02:00,  2.85it/s]
       3/80      0.94G      1.203      2.118       1.13       1.38         12        640:  34%|███▍      | 177/519 [01:26<02:35,  2.20it/s]
       3/80      0.94G      1.202      2.114      1.129       1.38         12        640:  34%|███▍      | 177/519 [01:26<02:35,  2.20it/s]
       3/80      0.94G      1.202      2.114      1.129       1.38         12        640:  34%|███▍      | 178/519 [01:26<02:14,  2.53it/s]
       3/80      0.94G      1.201      2.111      1.127      1.379         12        640:  34%|███▍      | 178/519 [01:26<02:14,  2.53it/s]
       3/80      0.94G      1.201      2.111      1.127      1.379         12        640:  34%|███▍      | 179/519 [01:26<01:55,  2.95it/s]
       3/80      0.94G      1.199      2.108      1.127      1.378          8        640:  34%|███▍      | 179/519 [01:26<01:55,  2.95it/s]
       3/80      0.94G      1.199      2.108      1.127      1.378          8        640:  35%|███▍      | 180/519 [01:26<01:42,  3.32it/s]
       3/80      0.94G      1.197      2.106      1.125      1.377         10        640:  35%|███▍      | 180/519 [01:28<01:42,  3.32it/s]
       3/80      0.94G      1.197      2.106      1.125      1.377         10        640:  35%|███▍      | 181/519 [01:28<04:16,  1.32it/s]
       3/80      0.94G      1.195      2.099      1.124      1.375          6        640:  35%|███▍      | 181/519 [01:28<04:16,  1.32it/s]
       3/80      0.94G      1.195      2.099      1.124      1.375          6        640:  35%|███▌      | 182/519 [01:28<03:26,  1.63it/s]
       3/80      0.94G      1.193      2.098      1.122      1.374         11        640:  35%|███▌      | 182/519 [01:29<03:26,  1.63it/s]
       3/80      0.94G      1.193      2.098      1.122      1.374         11        640:  35%|███▌      | 183/519 [01:29<02:46,  2.02it/s]
       3/80      0.94G      1.194      2.101      1.125      1.376          7        640:  35%|███▌      | 183/519 [01:29<02:46,  2.02it/s]
       3/80      0.94G      1.194      2.101      1.125      1.376          7        640:  35%|███▌      | 184/519 [01:29<02:15,  2.47it/s]
       3/80      0.94G      1.197      2.103      1.128      1.376          7        640:  35%|███▌      | 184/519 [01:30<02:15,  2.47it/s]
       3/80      0.94G      1.197      2.103      1.128      1.376          7        640:  36%|███▌      | 185/519 [01:30<03:34,  1.56it/s]
       3/80      0.94G      1.198        2.1      1.129      1.376          9        640:  36%|███▌      | 185/519 [01:30<03:34,  1.56it/s]
       3/80      0.94G      1.198        2.1      1.129      1.376          9        640:  36%|███▌      | 186/519 [01:30<02:53,  1.92it/s]
       3/80      0.94G      1.197      2.099      1.129      1.375          9        640:  36%|███▌      | 186/519 [01:30<02:53,  1.92it/s]
       3/80      0.94G      1.197      2.099      1.129      1.375          9        640:  36%|███▌      | 187/519 [01:30<02:22,  2.33it/s]
       3/80      0.94G      1.195      2.096      1.129      1.374          8        640:  36%|███▌      | 187/519 [01:31<02:22,  2.33it/s]
       3/80      0.94G      1.195      2.096      1.129      1.374          8        640:  36%|███▌      | 188/519 [01:31<02:04,  2.65it/s]
       3/80      0.94G      1.194      2.095      1.129      1.373         11        640:  36%|███▌      | 188/519 [01:32<02:04,  2.65it/s]
       3/80      0.94G      1.194      2.095      1.129      1.373         11        640:  36%|███▋      | 189/519 [01:32<03:22,  1.63it/s]
       3/80      0.94G      1.195      2.096       1.13      1.374         14        640:  36%|███▋      | 189/519 [01:32<03:22,  1.63it/s]
       3/80      0.94G      1.195      2.096       1.13      1.374         14        640:  37%|███▋      | 190/519 [01:32<02:40,  2.04it/s]
       3/80      0.94G      1.193      2.094       1.13      1.372          8        640:  37%|███▋      | 190/519 [01:32<02:40,  2.04it/s]
       3/80      0.94G      1.193      2.094       1.13      1.372          8        640:  37%|███▋      | 191/519 [01:32<02:13,  2.45it/s]
       3/80      0.94G      1.192       2.09      1.129      1.372         10        640:  37%|███▋      | 191/519 [01:33<02:13,  2.45it/s]
       3/80      0.94G      1.192       2.09      1.129      1.372         10        640:  37%|███▋      | 192/519 [01:33<02:00,  2.72it/s]
       3/80      0.94G      1.194      2.093       1.13      1.373         13        640:  37%|███▋      | 192/519 [01:34<02:00,  2.72it/s]
       3/80      0.94G      1.194      2.093       1.13      1.373         13        640:  37%|███▋      | 193/519 [01:34<03:48,  1.43it/s]
       3/80      0.94G      1.193      2.091      1.129      1.372         13        640:  37%|███▋      | 193/519 [01:34<03:48,  1.43it/s]
       3/80      0.94G      1.193      2.091      1.129      1.372         13        640:  37%|███▋      | 194/519 [01:34<02:55,  1.85it/s]
       3/80      0.94G      1.193      2.088      1.128       1.37         10        640:  37%|███▋      | 194/519 [01:34<02:55,  1.85it/s]
       3/80      0.94G      1.193      2.088      1.128       1.37         10        640:  38%|███▊      | 195/519 [01:34<02:24,  2.24it/s]
       3/80      0.94G      1.193      2.088      1.127      1.371         12        640:  38%|███▊      | 195/519 [01:35<02:24,  2.24it/s]
       3/80      0.94G      1.193      2.088      1.127      1.371         12        640:  38%|███▊      | 196/519 [01:35<02:10,  2.48it/s]
       3/80      0.94G      1.192      2.083      1.126      1.369         10        640:  38%|███▊      | 196/519 [01:35<02:10,  2.48it/s]
       3/80      0.94G      1.192      2.083      1.126      1.369         10        640:  38%|███▊      | 197/519 [01:35<02:32,  2.11it/s]
       3/80      0.94G      1.193      2.084      1.127      1.369         12        640:  38%|███▊      | 197/519 [01:36<02:32,  2.11it/s]
       3/80      0.94G      1.193      2.084      1.127      1.369         12        640:  38%|███▊      | 198/519 [01:36<02:03,  2.61it/s]
       3/80      0.94G      1.192      2.083      1.126      1.369          8        640:  38%|███▊      | 198/519 [01:36<02:03,  2.61it/s]
       3/80      0.94G      1.192      2.083      1.126      1.369          8        640:  38%|███▊      | 199/519 [01:36<01:46,  3.01it/s]
       3/80      0.94G      1.191      2.081      1.125      1.368          8        640:  38%|███▊      | 199/519 [01:36<01:46,  3.01it/s]
       3/80      0.94G      1.191      2.081      1.125      1.368          8        640:  39%|███▊      | 200/519 [01:36<01:42,  3.11it/s]
       3/80      0.94G      1.193       2.08      1.125      1.369          9        640:  39%|███▊      | 200/519 [01:37<01:42,  3.11it/s]
       3/80      0.94G      1.193       2.08      1.125      1.369          9        640:  39%|███▊      | 201/519 [01:37<02:57,  1.79it/s]
       3/80      0.94G      1.192      2.078      1.124      1.369          7        640:  39%|███▊      | 201/519 [01:37<02:57,  1.79it/s]
       3/80      0.94G      1.192      2.078      1.124      1.369          7        640:  39%|███▉      | 202/519 [01:37<02:25,  2.17it/s]
       3/80      0.94G      1.192      2.076      1.123      1.369          7        640:  39%|███▉      | 202/519 [01:38<02:25,  2.17it/s]
       3/80      0.94G      1.192      2.076      1.123      1.369          7        640:  39%|███▉      | 203/519 [01:38<02:02,  2.59it/s]
       3/80      0.94G      1.192      2.076      1.125      1.369         10        640:  39%|███▉      | 203/519 [01:38<02:02,  2.59it/s]
       3/80      0.94G      1.192      2.076      1.125      1.369         10        640:  39%|███▉      | 204/519 [01:38<01:53,  2.79it/s]
       3/80      0.94G      1.193      2.076      1.124       1.37         11        640:  39%|███▉      | 204/519 [01:39<01:53,  2.79it/s]
       3/80      0.94G      1.193      2.076      1.124       1.37         11        640:  39%|███▉      | 205/519 [01:39<02:56,  1.78it/s]
       3/80      0.94G      1.192      2.073      1.123      1.369         10        640:  39%|███▉      | 205/519 [01:39<02:56,  1.78it/s]
       3/80      0.94G      1.192      2.073      1.123      1.369         10        640:  40%|███▉      | 206/519 [01:39<02:25,  2.15it/s]
       3/80      0.94G      1.191      2.072      1.124      1.368          9        640:  40%|███▉      | 206/519 [01:39<02:25,  2.15it/s]
       3/80      0.94G      1.191      2.072      1.124      1.368          9        640:  40%|███▉      | 207/519 [01:39<02:00,  2.59it/s]
       3/80      0.94G      1.192      2.069      1.125      1.368          6        640:  40%|███▉      | 207/519 [01:40<02:00,  2.59it/s]
       3/80      0.94G      1.192      2.069      1.125      1.368          6        640:  40%|████      | 208/519 [01:40<01:51,  2.79it/s]
       3/80      0.94G       1.19      2.067      1.124      1.367          9        640:  40%|████      | 208/519 [01:41<01:51,  2.79it/s]
       3/80      0.94G       1.19      2.067      1.124      1.367          9        640:  40%|████      | 209/519 [01:41<02:47,  1.85it/s]
       3/80      0.94G      1.191      2.067      1.124      1.368          7        640:  40%|████      | 209/519 [01:41<02:47,  1.85it/s]
       3/80      0.94G      1.191      2.067      1.124      1.368          7        640:  40%|████      | 210/519 [01:41<02:23,  2.16it/s]
       3/80      0.94G      1.191      2.067      1.123      1.368         12        640:  40%|████      | 210/519 [01:41<02:23,  2.16it/s]
       3/80      0.94G      1.191      2.067      1.123      1.368         12        640:  41%|████      | 211/519 [01:41<01:56,  2.64it/s]
       3/80      0.94G      1.189      2.064      1.121      1.367         10        640:  41%|████      | 211/519 [01:41<01:56,  2.64it/s]
       3/80      0.94G      1.189      2.064      1.121      1.367         10        640:  41%|████      | 212/519 [01:41<01:45,  2.91it/s]
       3/80      0.94G       1.19      2.065       1.12      1.367         13        640:  41%|████      | 212/519 [01:42<01:45,  2.91it/s]
       3/80      0.94G       1.19      2.065       1.12      1.367         13        640:  41%|████      | 213/519 [01:42<02:55,  1.75it/s]
       3/80      0.94G      1.191      2.064       1.12      1.366         14        640:  41%|████      | 213/519 [01:43<02:55,  1.75it/s]
       3/80      0.94G      1.191      2.064       1.12      1.366         14        640:  41%|████      | 214/519 [01:43<02:19,  2.18it/s]
       3/80      0.94G      1.191      2.065       1.12      1.366         14        640:  41%|████      | 214/519 [01:43<02:19,  2.18it/s]
       3/80      0.94G      1.191      2.065       1.12      1.366         14        640:  41%|████▏     | 215/519 [01:43<02:01,  2.50it/s]
       3/80      0.94G       1.19      2.065      1.121      1.367          8        640:  41%|████▏     | 215/519 [01:43<02:01,  2.50it/s]
       3/80      0.94G       1.19      2.065      1.121      1.367          8        640:  42%|████▏     | 216/519 [01:43<01:42,  2.96it/s]
       3/80      0.94G       1.19      2.067       1.12      1.366         11        640:  42%|████▏     | 216/519 [01:44<01:42,  2.96it/s]
       3/80      0.94G       1.19      2.067       1.12      1.366         11        640:  42%|████▏     | 217/519 [01:44<02:44,  1.84it/s]
       3/80      0.94G      1.189      2.064       1.12      1.366          8        640:  42%|████▏     | 217/519 [01:44<02:44,  1.84it/s]
       3/80      0.94G      1.189      2.064       1.12      1.366          8        640:  42%|████▏     | 218/519 [01:44<02:12,  2.28it/s]
       3/80      0.94G      1.189      2.063      1.119      1.365         16        640:  42%|████▏     | 218/519 [01:44<02:12,  2.28it/s]
       3/80      0.94G      1.189      2.063      1.119      1.365         16        640:  42%|████▏     | 219/519 [01:44<01:49,  2.75it/s]
       3/80      0.94G      1.189      2.066      1.121      1.365         11        640:  42%|████▏     | 219/519 [01:45<01:49,  2.75it/s]
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       3/80      0.94G      1.197      2.022      1.127      1.371          6        640:  92%|█████████▏| 475/519 [03:45<00:34,  1.29it/s]
       3/80      0.94G      1.197      2.022      1.127      1.371          6        640:  92%|█████████▏| 476/519 [03:45<00:26,  1.64it/s]
       3/80      0.94G      1.197      2.022      1.127      1.371          8        640:  92%|█████████▏| 476/519 [03:45<00:26,  1.64it/s]
       3/80      0.94G      1.197      2.022      1.127      1.371          8        640:  92%|█████████▏| 477/519 [03:45<00:20,  2.04it/s]
       3/80      0.94G      1.197      2.021      1.127      1.372          8        640:  92%|█████████▏| 477/519 [03:45<00:20,  2.04it/s]
       3/80      0.94G      1.197      2.021      1.127      1.372          8        640:  92%|█████████▏| 478/519 [03:45<00:17,  2.28it/s]
       3/80      0.94G      1.197      2.022      1.127      1.372         11        640:  92%|█████████▏| 478/519 [03:47<00:17,  2.28it/s]
       3/80      0.94G      1.197      2.022      1.127      1.372         11        640:  92%|█████████▏| 479/519 [03:47<00:26,  1.53it/s]
       3/80      0.94G      1.197      2.021      1.127      1.372          9        640:  92%|█████████▏| 479/519 [03:47<00:26,  1.53it/s]
       3/80      0.94G      1.197      2.021      1.127      1.372          9        640:  92%|█████████▏| 480/519 [03:47<00:20,  1.94it/s]
       3/80      0.94G      1.197      2.022      1.127      1.372          8        640:  92%|█████████▏| 480/519 [03:47<00:20,  1.94it/s]
       3/80      0.94G      1.197      2.022      1.127      1.372          8        640:  93%|█████████▎| 481/519 [03:47<00:15,  2.41it/s]
       3/80      0.94G      1.198      2.023      1.128      1.373         11        640:  93%|█████████▎| 481/519 [03:47<00:15,  2.41it/s]
       3/80      0.94G      1.198      2.023      1.128      1.373         11        640:  93%|█████████▎| 482/519 [03:47<00:13,  2.73it/s]
       3/80      0.94G      1.198      2.022      1.128      1.373          9        640:  93%|█████████▎| 482/519 [03:49<00:13,  2.73it/s]
       3/80      0.94G      1.198      2.022      1.128      1.373          9        640:  93%|█████████▎| 483/519 [03:49<00:23,  1.50it/s]
       3/80      0.94G      1.198      2.025      1.128      1.373          6        640:  93%|█████████▎| 483/519 [03:49<00:23,  1.50it/s]
       3/80      0.94G      1.198      2.025      1.128      1.373          6        640:  93%|█████████▎| 484/519 [03:49<00:18,  1.92it/s]
       3/80      0.94G      1.198      2.026      1.128      1.373          8        640:  93%|█████████▎| 484/519 [03:49<00:18,  1.92it/s]
       3/80      0.94G      1.198      2.026      1.128      1.373          8        640:  93%|█████████▎| 485/519 [03:49<00:14,  2.40it/s]
       3/80      0.94G      1.197      2.024      1.127      1.372          8        640:  93%|█████████▎| 485/519 [03:49<00:14,  2.40it/s]
       3/80      0.94G      1.197      2.024      1.127      1.372          8        640:  94%|█████████▎| 486/519 [03:49<00:12,  2.75it/s]
       3/80      0.94G      1.197      2.023      1.127      1.373         12        640:  94%|█████████▎| 486/519 [03:50<00:12,  2.75it/s]
       3/80      0.94G      1.197      2.023      1.127      1.373         12        640:  94%|█████████▍| 487/519 [03:50<00:20,  1.59it/s]
       3/80      0.94G      1.197      2.024      1.127      1.373         16        640:  94%|█████████▍| 487/519 [03:51<00:20,  1.59it/s]
       3/80      0.94G      1.197      2.024      1.127      1.373         16        640:  94%|█████████▍| 488/519 [03:51<00:15,  2.03it/s]
       3/80      0.94G      1.198      2.023      1.127      1.373          8        640:  94%|█████████▍| 488/519 [03:51<00:15,  2.03it/s]
       3/80      0.94G      1.198      2.023      1.127      1.373          8        640:  94%|█████████▍| 489/519 [03:51<00:12,  2.39it/s]
       3/80      0.94G      1.197      2.021      1.127      1.373          9        640:  94%|█████████▍| 489/519 [03:51<00:12,  2.39it/s]
       3/80      0.94G      1.197      2.021      1.127      1.373          9        640:  94%|█████████▍| 490/519 [03:51<00:10,  2.70it/s]
       3/80      0.94G      1.196      2.021      1.127      1.372         14        640:  94%|█████████▍| 490/519 [03:52<00:10,  2.70it/s]
       3/80      0.94G      1.196      2.021      1.127      1.372         14        640:  95%|█████████▍| 491/519 [03:52<00:14,  1.94it/s]
       3/80      0.94G      1.196       2.02      1.127      1.372         11        640:  95%|█████████▍| 491/519 [03:52<00:14,  1.94it/s]
       3/80      0.94G      1.196       2.02      1.127      1.372         11        640:  95%|█████████▍| 492/519 [03:52<00:11,  2.35it/s]
       3/80      0.94G      1.196       2.02      1.127      1.372          8        640:  95%|█████████▍| 492/519 [03:52<00:11,  2.35it/s]
       3/80      0.94G      1.196       2.02      1.127      1.372          8        640:  95%|█████████▍| 493/519 [03:52<00:09,  2.73it/s]
       3/80      0.94G      1.197       2.02      1.128      1.373          7        640:  95%|█████████▍| 493/519 [03:53<00:09,  2.73it/s]
       3/80      0.94G      1.197       2.02      1.128      1.373          7        640:  95%|█████████▌| 494/519 [03:53<00:08,  3.00it/s]
       3/80      0.94G      1.196       2.02      1.129      1.372         14        640:  95%|█████████▌| 494/519 [03:54<00:08,  3.00it/s]
       3/80      0.94G      1.196       2.02      1.129      1.372         14        640:  95%|█████████▌| 495/519 [03:54<00:14,  1.61it/s]
       3/80      0.94G      1.196      2.019      1.129      1.372          8        640:  95%|█████████▌| 495/519 [03:54<00:14,  1.61it/s]
       3/80      0.94G      1.196      2.019      1.129      1.372          8        640:  96%|█████████▌| 496/519 [03:54<00:11,  2.01it/s]
       3/80      0.94G      1.197      2.019      1.128      1.372         14        640:  96%|█████████▌| 496/519 [03:54<00:11,  2.01it/s]
       3/80      0.94G      1.197      2.019      1.128      1.372         14        640:  96%|█████████▌| 497/519 [03:54<00:08,  2.46it/s]
       3/80      0.94G      1.197       2.02      1.129      1.372         14        640:  96%|█████████▌| 497/519 [03:55<00:08,  2.46it/s]
       3/80      0.94G      1.197       2.02      1.129      1.372         14        640:  96%|█████████▌| 498/519 [03:55<00:07,  2.78it/s]
       3/80      0.94G      1.197      2.019      1.128      1.372         11        640:  96%|█████████▌| 498/519 [03:55<00:07,  2.78it/s]
       3/80      0.94G      1.197      2.019      1.128      1.372         11        640:  96%|█████████▌| 499/519 [03:55<00:09,  2.08it/s]
       3/80      0.94G      1.197      2.019      1.128      1.372         12        640:  96%|█████████▌| 499/519 [03:56<00:09,  2.08it/s]
       3/80      0.94G      1.197      2.019      1.128      1.372         12        640:  96%|█████████▋| 500/519 [03:56<00:07,  2.54it/s]
       3/80      0.94G      1.197      2.021      1.128      1.372          6        640:  96%|█████████▋| 500/519 [03:56<00:07,  2.54it/s]
       3/80      0.94G      1.197      2.021      1.128      1.372          6        640:  97%|█████████▋| 501/519 [03:56<00:06,  2.90it/s]
       3/80      0.94G      1.197      2.021      1.128      1.372         10        640:  97%|█████████▋| 501/519 [03:56<00:06,  2.90it/s]
       3/80      0.94G      1.197      2.021      1.128      1.372         10        640:  97%|█████████▋| 502/519 [03:56<00:05,  3.19it/s]
       3/80      0.94G      1.197      2.021      1.127      1.372         14        640:  97%|█████████▋| 502/519 [03:57<00:05,  3.19it/s]
       3/80      0.94G      1.197      2.021      1.127      1.372         14        640:  97%|█████████▋| 503/519 [03:57<00:08,  1.80it/s]
       3/80      0.94G      1.197       2.02      1.128      1.372         10        640:  97%|█████████▋| 503/519 [03:57<00:08,  1.80it/s]
       3/80      0.94G      1.197       2.02      1.128      1.372         10        640:  97%|█████████▋| 504/519 [03:57<00:06,  2.27it/s]
       3/80      0.94G      1.198      2.021      1.129      1.374          8        640:  97%|█████████▋| 504/519 [03:57<00:06,  2.27it/s]
       3/80      0.94G      1.198      2.021      1.129      1.374          8        640:  97%|█████████▋| 505/519 [03:57<00:05,  2.71it/s]
       3/80      0.94G      1.198      2.022      1.129      1.374          9        640:  97%|█████████▋| 505/519 [03:58<00:05,  2.71it/s]
       3/80      0.94G      1.198      2.022      1.129      1.374          9        640:  97%|█████████▋| 506/519 [03:58<00:04,  3.10it/s]
       3/80      0.94G      1.199      2.022       1.13      1.374         10        640:  97%|█████████▋| 506/519 [03:59<00:04,  3.10it/s]
       3/80      0.94G      1.199      2.022       1.13      1.374         10        640:  98%|█████████▊| 507/519 [03:59<00:07,  1.63it/s]
       3/80      0.94G      1.199      2.021       1.13      1.374          9        640:  98%|█████████▊| 507/519 [03:59<00:07,  1.63it/s]
       3/80      0.94G      1.199      2.021       1.13      1.374          9        640:  98%|█████████▊| 508/519 [03:59<00:05,  2.04it/s]
       3/80      0.94G      1.199       2.02       1.13      1.374          8        640:  98%|█████████▊| 508/519 [03:59<00:05,  2.04it/s]
       3/80      0.94G      1.199       2.02       1.13      1.374          8        640:  98%|█████████▊| 509/519 [03:59<00:04,  2.45it/s]
       3/80      0.94G      1.198      2.021       1.13      1.375         12        640:  98%|█████████▊| 509/519 [04:00<00:04,  2.45it/s]
       3/80      0.94G      1.198      2.021       1.13      1.375         12        640:  98%|█████████▊| 510/519 [04:00<00:03,  2.77it/s]
       3/80      0.94G      1.198       2.02       1.13      1.375          9        640:  98%|█████████▊| 510/519 [04:01<00:03,  2.77it/s]
       3/80      0.94G      1.198       2.02       1.13      1.375          9        640:  98%|█████████▊| 511/519 [04:01<00:05,  1.41it/s]
       3/80      0.94G      1.198      2.019       1.13      1.375         10        640:  98%|█████████▊| 511/519 [04:01<00:05,  1.41it/s]
       3/80      0.94G      1.198      2.019       1.13      1.375         10        640:  99%|█████████▊| 512/519 [04:01<00:03,  1.75it/s]
       3/80      0.94G      1.197      2.019      1.129      1.374         10        640:  99%|█████████▊| 512/519 [04:02<00:03,  1.75it/s]
       3/80      0.94G      1.197      2.019      1.129      1.374         10        640:  99%|█████████▉| 513/519 [04:02<00:02,  2.27it/s]
       3/80      0.94G      1.197      2.019      1.129      1.374         11        640:  99%|█████████▉| 513/519 [04:02<00:02,  2.27it/s]
       3/80      0.94G      1.197      2.019      1.129      1.374         11        640:  99%|█████████▉| 514/519 [04:02<00:01,  2.85it/s]
       3/80      0.94G      1.197      2.017      1.128      1.374         11        640:  99%|█████████▉| 514/519 [04:02<00:01,  2.85it/s]
       3/80      0.94G      1.197      2.017      1.128      1.374         11        640:  99%|█████████▉| 515/519 [04:02<00:01,  2.41it/s]
       3/80      0.94G      1.197      2.017      1.129      1.374         10        640:  99%|█████████▉| 515/519 [04:02<00:01,  2.41it/s]
       3/80      0.94G      1.197      2.017      1.129      1.374         10        640:  99%|█████████▉| 516/519 [04:02<00:01,  2.95it/s]
       3/80      0.94G      1.197      2.016      1.129      1.373         13        640:  99%|█████████▉| 516/519 [04:03<00:01,  2.95it/s]
       3/80      0.94G      1.197      2.016      1.129      1.373         13        640: 100%|█████████▉| 517/519 [04:03<00:00,  3.38it/s]
       3/80      0.94G      1.197      2.016      1.129      1.374          9        640: 100%|█████████▉| 517/519 [04:03<00:00,  3.38it/s]
       3/80      0.94G      1.197      2.016      1.128      1.374          8        640: 100%|█████████▉| 517/519 [04:03<00:00,  3.38it/s]
       3/80      0.94G      1.197      2.016      1.128      1.374          8        640: 100%|██████████| 519/519 [04:03<00:00,  4.48it/s]
       3/80      0.94G      1.197      2.016      1.128      1.374          8        640: 100%|██████████| 519/519 [04:03<00:00,  2.13it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:45,  6.33s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:56,  2.80s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:06<01:43,  1.67s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:12,  1.18s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:53,  1.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:48,  1.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:43,  1.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:38,  1.49it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:09<00:32,  1.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:27,  2.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:25,  2.08it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:23,  2.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:23,  2.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:24,  2.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:24,  2.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:25,  1.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:24,  1.93it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:24,  1.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:25,  1.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:24,  1.75it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  2.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:17,  2.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:08,  4.45it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.51it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  5.83it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:05,  6.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.40it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:04,  6.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  6.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:04,  6.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  5.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:21<00:03,  5.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  5.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  7.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:01,  8.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:21<00:01,  8.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  7.31it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  82%|████████▏ | 53/65 [00:22<00:01,  7.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  8.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:01,  8.42it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  8.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  89%|████████▉ | 58/65 [00:22<00:00,  8.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.55it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:22<00:00,  9.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:23<00:00,  9.55it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  98%|█████████▊| 64/65 [00:23<00:00,  9.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.77it/s]
+                   all        519        519       0.86      0.889      0.915       0.57      0.898      0.849       0.91      0.556
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
       4/80      0.94G       1.09      2.148     0.8481      1.328         10        640:   0%|          | 0/519 [00:03<?, ?it/s]
       4/80      0.94G       1.09      2.148     0.8481      1.328         10        640:   0%|          | 1/519 [00:03<30:01,  3.48s/it]
       4/80      0.94G      1.194      1.934       1.08      1.419          9        640:   0%|          | 1/519 [00:03<30:01,  3.48s/it]
       4/80      0.94G      1.194      1.934       1.08      1.419          9        640:   0%|          | 2/519 [00:03<13:23,  1.55s/it]
       4/80      0.94G      1.148      1.942       1.14      1.365          9        640:   0%|          | 2/519 [00:03<13:23,  1.55s/it]
       4/80      0.94G      1.148      1.942       1.14      1.365          9        640:   1%|          | 3/519 [00:03<08:14,  1.04it/s]
       4/80      0.94G      1.146      1.783      1.101      1.362          6        640:   1%|          | 3/519 [00:04<08:14,  1.04it/s]
       4/80      0.94G      1.146      1.783      1.101      1.362          6        640:   1%|          | 4/519 [00:04<05:54,  1.45it/s]
       4/80      0.94G      1.116      1.759       1.06      1.407          6        640:   1%|          | 4/519 [00:05<05:54,  1.45it/s]
       4/80      0.94G      1.116      1.759       1.06      1.407          6        640:   1%|          | 5/519 [00:05<06:39,  1.29it/s]
       4/80      0.94G      1.122      1.818      1.065      1.396         11        640:   1%|          | 5/519 [00:05<06:39,  1.29it/s]
       4/80      0.94G      1.122      1.818      1.065      1.396         11        640:   1%|          | 6/519 [00:05<04:58,  1.72it/s]
       4/80      0.94G      1.154      1.838      1.068      1.391         14        640:   1%|          | 6/519 [00:05<04:58,  1.72it/s]
       4/80      0.94G      1.154      1.838      1.068      1.391         14        640:   1%|▏         | 7/519 [00:05<04:03,  2.10it/s]
       4/80      0.94G      1.149      1.832      1.051      1.367         15        640:   1%|▏         | 7/519 [00:05<04:03,  2.10it/s]
       4/80      0.94G      1.149      1.832      1.051      1.367         15        640:   2%|▏         | 8/519 [00:05<03:36,  2.36it/s]
       4/80      0.94G      1.172      1.845      1.058      1.376          8        640:   2%|▏         | 8/519 [00:06<03:36,  2.36it/s]
       4/80      0.94G      1.172      1.845      1.058      1.376          8        640:   2%|▏         | 9/519 [00:06<04:29,  1.89it/s]
       4/80      0.94G       1.19      1.889      1.057      1.408          5        640:   2%|▏         | 9/519 [00:06<04:29,  1.89it/s]
       4/80      0.94G       1.19      1.889      1.057      1.408          5        640:   2%|▏         | 10/519 [00:06<03:49,  2.22it/s]
       4/80      0.94G      1.193      1.889      1.063      1.416          9        640:   2%|▏         | 10/519 [00:07<03:49,  2.22it/s]
       4/80      0.94G      1.193      1.889      1.063      1.416          9        640:   2%|▏         | 11/519 [00:07<03:15,  2.60it/s]
       4/80      0.94G      1.202      1.899      1.052      1.414          8        640:   2%|▏         | 11/519 [00:07<03:15,  2.60it/s]
       4/80      0.94G      1.202      1.899      1.052      1.414          8        640:   2%|▏         | 12/519 [00:07<02:52,  2.93it/s]
       4/80      0.94G      1.221      1.899      1.077      1.431          8        640:   2%|▏         | 12/519 [00:08<02:52,  2.93it/s]
       4/80      0.94G      1.221      1.899      1.077      1.431          8        640:   3%|▎         | 13/519 [00:08<05:37,  1.50it/s]
       4/80      0.94G      1.221      1.946      1.077      1.428         10        640:   3%|▎         | 13/519 [00:09<05:37,  1.50it/s]
       4/80      0.94G      1.221      1.946      1.077      1.428         10        640:   3%|▎         | 14/519 [00:09<04:28,  1.88it/s]
       4/80      0.94G       1.23      1.977      1.098      1.431          9        640:   3%|▎         | 14/519 [00:09<04:28,  1.88it/s]
       4/80      0.94G       1.23      1.977      1.098      1.431          9        640:   3%|▎         | 15/519 [00:09<03:44,  2.25it/s]
       4/80      0.94G      1.234      1.959      1.099      1.434         12        640:   3%|▎         | 15/519 [00:09<03:44,  2.25it/s]
       4/80      0.94G      1.234      1.959      1.099      1.434         12        640:   3%|▎         | 16/519 [00:09<03:15,  2.57it/s]
       4/80      0.94G      1.255      1.989      1.105      1.443         10        640:   3%|▎         | 16/519 [00:10<03:15,  2.57it/s]
       4/80      0.94G      1.255      1.989      1.105      1.443         10        640:   3%|▎         | 17/519 [00:10<05:10,  1.62it/s]
       4/80      0.94G      1.257       1.99        1.1      1.436         13        640:   3%|▎         | 17/519 [00:10<05:10,  1.62it/s]
       4/80      0.94G      1.257       1.99        1.1      1.436         13        640:   3%|▎         | 18/519 [00:10<04:09,  2.01it/s]
       4/80      0.94G       1.23      1.956      1.093      1.414          6        640:   3%|▎         | 18/519 [00:11<04:09,  2.01it/s]
       4/80      0.94G       1.23      1.956      1.093      1.414          6        640:   4%|▎         | 19/519 [00:11<03:31,  2.37it/s]
       4/80      0.94G       1.22      1.957      1.088      1.411         11        640:   4%|▎         | 19/519 [00:11<03:31,  2.37it/s]
       4/80      0.94G       1.22      1.957      1.088      1.411         11        640:   4%|▍         | 20/519 [00:11<02:56,  2.82it/s]
       4/80      0.94G      1.241      2.012      1.094      1.416         11        640:   4%|▍         | 20/519 [00:12<02:56,  2.82it/s]
       4/80      0.94G      1.241      2.012      1.094      1.416         11        640:   4%|▍         | 21/519 [00:12<04:56,  1.68it/s]
       4/80      0.94G      1.232      1.982       1.09       1.41          6        640:   4%|▍         | 21/519 [00:12<04:56,  1.68it/s]
       4/80      0.94G      1.232      1.982       1.09       1.41          6        640:   4%|▍         | 22/519 [00:12<04:11,  1.98it/s]
       4/80      0.94G      1.219      1.971      1.075      1.398         12        640:   4%|▍         | 22/519 [00:13<04:11,  1.98it/s]
       4/80      0.94G      1.219      1.971      1.075      1.398         12        640:   4%|▍         | 23/519 [00:13<03:26,  2.40it/s]
       4/80      0.94G       1.23      1.976      1.083      1.404         12        640:   4%|▍         | 23/519 [00:13<03:26,  2.40it/s]
       4/80      0.94G       1.23      1.976      1.083      1.404         12        640:   5%|▍         | 24/519 [00:13<03:14,  2.54it/s]
       4/80      0.94G      1.222      1.961      1.077      1.401         13        640:   5%|▍         | 24/519 [00:14<03:14,  2.54it/s]
       4/80      0.94G      1.222      1.961      1.077      1.401         13        640:   5%|▍         | 25/519 [00:14<05:56,  1.38it/s]
       4/80      0.94G      1.234      1.976      1.083       1.41          9        640:   5%|▍         | 25/519 [00:15<05:56,  1.38it/s]
       4/80      0.94G      1.234      1.976      1.083       1.41          9        640:   5%|▌         | 26/519 [00:15<04:33,  1.80it/s]
       4/80      0.94G      1.233      1.969      1.084      1.412          8        640:   5%|▌         | 26/519 [00:15<04:33,  1.80it/s]
       4/80      0.94G      1.233      1.969      1.084      1.412          8        640:   5%|▌         | 27/519 [00:15<03:39,  2.24it/s]
       4/80      0.94G      1.221      1.963      1.078      1.402         11        640:   5%|▌         | 27/519 [00:15<03:39,  2.24it/s]
       4/80      0.94G      1.221      1.963      1.078      1.402         11        640:   5%|▌         | 28/519 [00:15<03:06,  2.64it/s]
       4/80      0.94G      1.234      1.979      1.087      1.409          7        640:   5%|▌         | 28/519 [00:16<03:06,  2.64it/s]
       4/80      0.94G      1.234      1.979      1.087      1.409          7        640:   6%|▌         | 29/519 [00:16<04:41,  1.74it/s]
       4/80      0.94G       1.23      1.994      1.085      1.415          7        640:   6%|▌         | 29/519 [00:16<04:41,  1.74it/s]
       4/80      0.94G       1.23      1.994      1.085      1.415          7        640:   6%|▌         | 30/519 [00:16<03:47,  2.15it/s]
       4/80      0.94G      1.226      1.988      1.087      1.419          9        640:   6%|▌         | 30/519 [00:16<03:47,  2.15it/s]
       4/80      0.94G      1.226      1.988      1.087      1.419          9        640:   6%|▌         | 31/519 [00:16<03:09,  2.58it/s]
       4/80      0.94G       1.24      1.994      1.092      1.427          8        640:   6%|▌         | 31/519 [00:17<03:09,  2.58it/s]
       4/80      0.94G       1.24      1.994      1.092      1.427          8        640:   6%|▌         | 32/519 [00:17<02:42,  3.00it/s]
       4/80      0.94G       1.23      1.978       1.09      1.419         14        640:   6%|▌         | 32/519 [00:18<02:42,  3.00it/s]
       4/80      0.94G       1.23      1.978       1.09      1.419         14        640:   6%|▋         | 33/519 [00:18<04:25,  1.83it/s]
       4/80      0.94G      1.229      1.993      1.091      1.423          7        640:   6%|▋         | 33/519 [00:18<04:25,  1.83it/s]
       4/80      0.94G      1.229      1.993      1.091      1.423          7        640:   7%|▋         | 34/519 [00:18<03:30,  2.30it/s]
       4/80      0.94G      1.227      1.995        1.1       1.42         10        640:   7%|▋         | 34/519 [00:18<03:30,  2.30it/s]
       4/80      0.94G      1.227      1.995        1.1       1.42         10        640:   7%|▋         | 35/519 [00:18<03:03,  2.64it/s]
       4/80      0.94G      1.216      1.982      1.092      1.408         14        640:   7%|▋         | 35/519 [00:18<03:03,  2.64it/s]
       4/80      0.94G      1.216      1.982      1.092      1.408         14        640:   7%|▋         | 36/519 [00:18<02:44,  2.93it/s]
       4/80      0.94G       1.22      1.976      1.097      1.423          5        640:   7%|▋         | 36/519 [00:20<02:44,  2.93it/s]
       4/80      0.94G       1.22      1.976      1.097      1.423          5        640:   7%|▋         | 37/519 [00:20<05:16,  1.53it/s]
       4/80      0.94G      1.219      1.969      1.094      1.421         11        640:   7%|▋         | 37/519 [00:20<05:16,  1.53it/s]
       4/80      0.94G      1.219      1.969      1.094      1.421         11        640:   7%|▋         | 38/519 [00:20<04:06,  1.95it/s]
       4/80      0.94G      1.215      1.966      1.092      1.417         11        640:   7%|▋         | 38/519 [00:20<04:06,  1.95it/s]
       4/80      0.94G      1.215      1.966      1.092      1.417         11        640:   8%|▊         | 39/519 [00:20<03:30,  2.28it/s]
       4/80      0.94G      1.222      1.967      1.093       1.42          9        640:   8%|▊         | 39/519 [00:20<03:30,  2.28it/s]
       4/80      0.94G      1.222      1.967      1.093       1.42          9        640:   8%|▊         | 40/519 [00:20<03:07,  2.55it/s]
       4/80      0.94G      1.213      1.958      1.085      1.415         10        640:   8%|▊         | 40/519 [00:22<03:07,  2.55it/s]
       4/80      0.94G      1.213      1.958      1.085      1.415         10        640:   8%|▊         | 41/519 [00:22<05:44,  1.39it/s]
       4/80      0.94G      1.213      1.968      1.093      1.423          8        640:   8%|▊         | 41/519 [00:22<05:44,  1.39it/s]
       4/80      0.94G      1.213      1.968      1.093      1.423          8        640:   8%|▊         | 42/519 [00:22<04:31,  1.75it/s]
       4/80      0.94G      1.214      1.976      1.089      1.419          9        640:   8%|▊         | 42/519 [00:22<04:31,  1.75it/s]
       4/80      0.94G      1.214      1.976      1.089      1.419          9        640:   8%|▊         | 43/519 [00:22<03:44,  2.12it/s]
       4/80      0.94G       1.21      1.972       1.09      1.413         13        640:   8%|▊         | 43/519 [00:23<03:44,  2.12it/s]
       4/80      0.94G       1.21      1.972       1.09      1.413         13        640:   8%|▊         | 44/519 [00:23<03:12,  2.46it/s]
       4/80      0.94G      1.212      1.969      1.092      1.415          9        640:   8%|▊         | 44/519 [00:23<03:12,  2.46it/s]
       4/80      0.94G      1.212      1.969      1.092      1.415          9        640:   9%|▊         | 45/519 [00:23<03:48,  2.07it/s]
       4/80      0.94G       1.23      1.997      1.111      1.428         11        640:   9%|▊         | 45/519 [00:23<03:48,  2.07it/s]
       4/80      0.94G       1.23      1.997      1.111      1.428         11        640:   9%|▉         | 46/519 [00:23<02:59,  2.63it/s]
       4/80      0.94G      1.227      1.995      1.106      1.422         14        640:   9%|▉         | 46/519 [00:24<02:59,  2.63it/s]
       4/80      0.94G      1.227      1.995      1.106      1.422         14        640:   9%|▉         | 47/519 [00:24<02:45,  2.86it/s]
       4/80      0.94G      1.231      1.996       1.11       1.42         10        640:   9%|▉         | 47/519 [00:24<02:45,  2.86it/s]
       4/80      0.94G      1.231      1.996       1.11       1.42         10        640:   9%|▉         | 48/519 [00:24<02:28,  3.18it/s]
       4/80      0.94G      1.235      1.998      1.112      1.424          8        640:   9%|▉         | 48/519 [00:25<02:28,  3.18it/s]
       4/80      0.94G      1.235      1.998      1.112      1.424          8        640:   9%|▉         | 49/519 [00:25<05:07,  1.53it/s]
       4/80      0.94G      1.235      1.995      1.108      1.422          9        640:   9%|▉         | 49/519 [00:26<05:07,  1.53it/s]
       4/80      0.94G      1.235      1.995      1.108      1.422          9        640:  10%|▉         | 50/519 [00:26<04:20,  1.80it/s]
       4/80      0.94G      1.237          2      1.109      1.421          8        640:  10%|▉         | 50/519 [00:26<04:20,  1.80it/s]
       4/80      0.94G      1.237          2      1.109      1.421          8        640:  10%|▉         | 51/519 [00:26<03:46,  2.07it/s]
       4/80      0.94G      1.233      1.994      1.108      1.419         11        640:  10%|▉         | 51/519 [00:26<03:46,  2.07it/s]
       4/80      0.94G      1.233      1.994      1.108      1.419         11        640:  10%|█         | 52/519 [00:26<03:17,  2.36it/s]
       4/80      0.94G      1.245      2.017      1.114      1.429         10        640:  10%|█         | 52/519 [00:28<03:17,  2.36it/s]
       4/80      0.94G      1.245      2.017      1.114      1.429         10        640:  10%|█         | 53/519 [00:28<05:39,  1.37it/s]
       4/80      0.94G      1.239      2.024      1.115      1.427          8        640:  10%|█         | 53/519 [00:28<05:39,  1.37it/s]
       4/80      0.94G      1.239      2.024      1.115      1.427          8        640:  10%|█         | 54/519 [00:28<04:40,  1.66it/s]
       4/80      0.94G      1.243      2.019      1.114      1.427         13        640:  10%|█         | 54/519 [00:28<04:40,  1.66it/s]
       4/80      0.94G      1.243      2.019      1.114      1.427         13        640:  11%|█         | 55/519 [00:28<03:57,  1.96it/s]
       4/80      0.94G      1.247      2.012      1.115      1.427          7        640:  11%|█         | 55/519 [00:29<03:57,  1.96it/s]
       4/80      0.94G      1.247      2.012      1.115      1.427          7        640:  11%|█         | 56/519 [00:29<03:27,  2.23it/s]
       4/80      0.94G      1.245      2.019      1.115      1.429          7        640:  11%|█         | 56/519 [00:30<03:27,  2.23it/s]
       4/80      0.94G      1.245      2.019      1.115      1.429          7        640:  11%|█         | 57/519 [00:30<05:14,  1.47it/s]
       4/80      0.94G      1.239       2.01      1.113      1.425         13        640:  11%|█         | 57/519 [00:30<05:14,  1.47it/s]
       4/80      0.94G      1.234      2.006      1.109      1.422          8        640:  11%|█         | 57/519 [00:30<05:14,  1.47it/s]
       4/80      0.94G      1.234      2.006      1.109      1.422          8        640:  11%|█▏        | 59/519 [00:30<03:26,  2.22it/s]
       4/80      0.94G      1.233      2.007      1.114      1.419         12        640:  11%|█▏        | 59/519 [00:30<03:26,  2.22it/s]
       4/80      0.94G      1.233      2.007      1.114      1.419         12        640:  12%|█▏        | 60/519 [00:30<02:58,  2.57it/s]
       4/80      0.94G      1.235      2.007      1.115      1.419         10        640:  12%|█▏        | 60/519 [00:32<02:58,  2.57it/s]
       4/80      0.94G      1.235      2.007      1.115      1.419         10        640:  12%|█▏        | 61/519 [00:32<04:54,  1.56it/s]
       4/80      0.94G      1.235       2.01      1.114      1.415         10        640:  12%|█▏        | 61/519 [00:32<04:54,  1.56it/s]
       4/80      0.94G      1.235       2.01      1.114      1.415         10        640:  12%|█▏        | 62/519 [00:32<04:00,  1.90it/s]
       4/80      0.94G       1.24      2.012      1.116      1.425          9        640:  12%|█▏        | 62/519 [00:32<04:00,  1.90it/s]
       4/80      0.94G       1.24      2.012      1.116      1.425          9        640:  12%|█▏        | 63/519 [00:32<03:16,  2.32it/s]
       4/80      0.94G      1.236      2.006      1.114      1.425         10        640:  12%|█▏        | 63/519 [00:32<03:16,  2.32it/s]
       4/80      0.94G      1.236      2.006      1.114      1.425         10        640:  12%|█▏        | 64/519 [00:32<02:55,  2.59it/s]
       4/80      0.94G      1.235      2.003      1.111      1.421          8        640:  12%|█▏        | 64/519 [00:33<02:55,  2.59it/s]
       4/80      0.94G      1.235      2.003      1.111      1.421          8        640:  13%|█▎        | 65/519 [00:33<04:14,  1.78it/s]
       4/80      0.94G      1.238      2.011       1.11      1.421         11        640:  13%|█▎        | 65/519 [00:34<04:14,  1.78it/s]
       4/80      0.94G      1.238      2.011       1.11      1.421         11        640:  13%|█▎        | 66/519 [00:34<03:28,  2.17it/s]
       4/80      0.94G      1.237      2.006      1.109      1.416         11        640:  13%|█▎        | 66/519 [00:34<03:28,  2.17it/s]
       4/80      0.94G      1.237      2.006      1.109      1.416         11        640:  13%|█▎        | 67/519 [00:34<02:59,  2.52it/s]
       4/80      0.94G      1.236      2.003      1.109      1.416         11        640:  13%|█▎        | 67/519 [00:34<02:59,  2.52it/s]
       4/80      0.94G      1.236      2.003      1.109      1.416         11        640:  13%|█▎        | 68/519 [00:34<02:32,  2.96it/s]
       4/80      0.94G      1.234          2      1.111      1.414          9        640:  13%|█▎        | 68/519 [00:35<02:32,  2.96it/s]
       4/80      0.94G      1.234          2      1.111      1.414          9        640:  13%|█▎        | 69/519 [00:35<04:39,  1.61it/s]
       4/80      0.94G      1.226      1.994      1.107      1.409          8        640:  13%|█▎        | 69/519 [00:36<04:39,  1.61it/s]
       4/80      0.94G      1.226      1.994      1.107      1.409          8        640:  13%|█▎        | 70/519 [00:36<03:50,  1.95it/s]
       4/80      0.94G      1.224      1.995      1.106       1.41          9        640:  13%|█▎        | 70/519 [00:36<03:50,  1.95it/s]
       4/80      0.94G      1.224      1.995      1.106       1.41          9        640:  14%|█▎        | 71/519 [00:36<03:07,  2.39it/s]
       4/80      0.94G      1.233      2.013      1.117      1.416          5        640:  14%|█▎        | 71/519 [00:36<03:07,  2.39it/s]
       4/80      0.94G      1.233      2.013      1.117      1.416          5        640:  14%|█▍        | 72/519 [00:36<02:58,  2.50it/s]
       4/80      0.94G      1.234      2.012      1.119      1.416         11        640:  14%|█▍        | 72/519 [00:37<02:58,  2.50it/s]
       4/80      0.94G      1.234      2.012      1.119      1.416         11        640:  14%|█▍        | 73/519 [00:37<03:43,  1.99it/s]
       4/80      0.94G      1.233      2.005      1.118       1.42          8        640:  14%|█▍        | 73/519 [00:37<03:43,  1.99it/s]
       4/80      0.94G      1.233      2.005      1.118       1.42          8        640:  14%|█▍        | 74/519 [00:37<03:03,  2.43it/s]
       4/80      0.94G      1.233      2.004      1.119       1.42          6        640:  14%|█▍        | 74/519 [00:37<03:03,  2.43it/s]
       4/80      0.94G      1.233      2.004      1.119       1.42          6        640:  14%|█▍        | 75/519 [00:37<02:36,  2.84it/s]
       4/80      0.94G      1.233      1.997      1.116      1.424          8        640:  14%|█▍        | 75/519 [00:38<02:36,  2.84it/s]
       4/80      0.94G      1.233      1.997      1.116      1.424          8        640:  15%|█▍        | 76/519 [00:38<02:17,  3.23it/s]
       4/80      0.94G      1.231      1.999      1.114      1.422          8        640:  15%|█▍        | 76/519 [00:39<02:17,  3.23it/s]
       4/80      0.94G      1.231      1.999      1.114      1.422          8        640:  15%|█▍        | 77/519 [00:39<04:27,  1.65it/s]
       4/80      0.94G      1.228      1.994      1.111      1.419          8        640:  15%|█▍        | 77/519 [00:39<04:27,  1.65it/s]
       4/80      0.94G      1.228      1.994      1.111      1.419          8        640:  15%|█▌        | 78/519 [00:39<03:35,  2.04it/s]
       4/80      0.94G      1.229      1.999       1.11      1.419          9        640:  15%|█▌        | 78/519 [00:39<03:35,  2.04it/s]
       4/80      0.94G      1.229      1.999       1.11      1.419          9        640:  15%|█▌        | 79/519 [00:39<02:57,  2.48it/s]
       4/80      0.94G      1.225      1.993      1.107      1.416          7        640:  15%|█▌        | 79/519 [00:40<02:57,  2.48it/s]
       4/80      0.94G      1.225      1.993      1.107      1.416          7        640:  15%|█▌        | 80/519 [00:40<02:32,  2.87it/s]
       4/80      0.94G      1.229      1.997      1.111      1.415          8        640:  15%|█▌        | 80/519 [00:41<02:32,  2.87it/s]
       4/80      0.94G      1.229      1.997      1.111      1.415          8        640:  16%|█▌        | 81/519 [00:41<03:55,  1.86it/s]
       4/80      0.94G      1.229      1.993      1.111      1.417         12        640:  16%|█▌        | 81/519 [00:41<03:55,  1.86it/s]
       4/80      0.94G      1.229      1.993      1.111      1.417         12        640:  16%|█▌        | 82/519 [00:41<03:18,  2.20it/s]
       4/80      0.94G      1.229      1.991       1.11      1.416         10        640:  16%|█▌        | 82/519 [00:41<03:18,  2.20it/s]
       4/80      0.94G      1.229      1.991       1.11      1.416         10        640:  16%|█▌        | 83/519 [00:41<02:46,  2.61it/s]
       4/80      0.94G      1.231       1.99      1.115      1.419          8        640:  16%|█▌        | 83/519 [00:41<02:46,  2.61it/s]
       4/80      0.94G      1.231       1.99      1.115      1.419          8        640:  16%|█▌        | 84/519 [00:41<02:16,  3.19it/s]
       4/80      0.94G      1.234      1.995      1.115      1.425          7        640:  16%|█▌        | 84/519 [00:42<02:16,  3.19it/s]
       4/80      0.94G      1.234      1.995      1.115      1.425          7        640:  16%|█▋        | 85/519 [00:42<03:39,  1.98it/s]
       4/80      0.94G      1.231       1.99      1.113      1.422         12        640:  16%|█▋        | 85/519 [00:42<03:39,  1.98it/s]
       4/80      0.94G      1.231       1.99      1.113      1.422         12        640:  17%|█▋        | 86/519 [00:42<03:07,  2.31it/s]
       4/80      0.94G       1.23      1.983      1.112      1.422          6        640:  17%|█▋        | 86/519 [00:43<03:07,  2.31it/s]
       4/80      0.94G       1.23      1.983      1.112      1.422          6        640:  17%|█▋        | 87/519 [00:43<02:41,  2.67it/s]
       4/80      0.94G      1.227      1.981      1.109       1.42         10        640:  17%|█▋        | 87/519 [00:43<02:41,  2.67it/s]
       4/80      0.94G      1.227      1.981      1.109       1.42         10        640:  17%|█▋        | 88/519 [00:43<02:36,  2.76it/s]
       4/80      0.94G      1.226      1.978      1.108       1.42         11        640:  17%|█▋        | 88/519 [00:44<02:36,  2.76it/s]
       4/80      0.94G      1.226      1.978      1.108       1.42         11        640:  17%|█▋        | 89/519 [00:44<04:38,  1.54it/s]
       4/80      0.94G      1.227      1.975      1.107       1.42         10        640:  17%|█▋        | 89/519 [00:44<04:38,  1.54it/s]
       4/80      0.94G      1.227      1.975      1.107       1.42         10        640:  17%|█▋        | 90/519 [00:44<03:40,  1.95it/s]
       4/80      0.94G      1.224      1.974      1.106      1.416         11        640:  17%|█▋        | 90/519 [00:45<03:40,  1.95it/s]
       4/80      0.94G      1.224      1.974      1.106      1.416         11        640:  18%|█▊        | 91/519 [00:45<03:03,  2.33it/s]
       4/80      0.94G      1.223      1.976      1.105      1.415         11        640:  18%|█▊        | 91/519 [00:45<03:03,  2.33it/s]
       4/80      0.94G      1.223      1.976      1.105      1.415         11        640:  18%|█▊        | 92/519 [00:45<02:34,  2.77it/s]
       4/80      0.94G      1.224      1.976      1.107      1.416          6        640:  18%|█▊        | 92/519 [00:46<02:34,  2.77it/s]
       4/80      0.94G      1.224      1.976      1.107      1.416          6        640:  18%|█▊        | 93/519 [00:46<04:15,  1.67it/s]
       4/80      0.94G      1.226      1.977      1.111      1.415         10        640:  18%|█▊        | 93/519 [00:46<04:15,  1.67it/s]
       4/80      0.94G      1.226      1.977      1.111      1.415         10        640:  18%|█▊        | 94/519 [00:46<03:22,  2.10it/s]
       4/80      0.94G      1.228      1.986      1.114      1.415          5        640:  18%|█▊        | 94/519 [00:46<03:22,  2.10it/s]
       4/80      0.94G      1.228      1.986      1.114      1.415          5        640:  18%|█▊        | 95/519 [00:46<02:44,  2.58it/s]
       4/80      0.94G      1.229      1.985      1.115      1.417         10        640:  18%|█▊        | 95/519 [00:47<02:44,  2.58it/s]
       4/80      0.94G      1.229      1.985      1.115      1.417         10        640:  18%|█▊        | 96/519 [00:47<02:22,  2.96it/s]
       4/80      0.94G      1.229      1.984      1.114      1.417         10        640:  18%|█▊        | 96/519 [00:48<02:22,  2.96it/s]
       4/80      0.94G      1.229      1.984      1.114      1.417         10        640:  19%|█▊        | 97/519 [00:48<03:47,  1.85it/s]
       4/80      0.94G      1.228      1.982      1.114      1.414         10        640:  19%|█▊        | 97/519 [00:48<03:47,  1.85it/s]
       4/80      0.94G      1.228      1.982      1.114      1.414         10        640:  19%|█▉        | 98/519 [00:48<03:10,  2.21it/s]
       4/80      0.94G      1.229      1.981      1.113      1.418          6        640:  19%|█▉        | 98/519 [00:48<03:10,  2.21it/s]
       4/80      0.94G      1.229      1.981      1.113      1.418          6        640:  19%|█▉        | 99/519 [00:48<02:34,  2.71it/s]
       4/80      0.94G      1.229      1.981      1.113      1.418         12        640:  19%|█▉        | 99/519 [00:48<02:34,  2.71it/s]
       4/80      0.94G      1.229      1.981      1.113      1.418         12        640:  19%|█▉        | 100/519 [00:48<02:24,  2.91it/s]
       4/80      0.94G      1.229      1.982      1.112      1.418         11        640:  19%|█▉        | 100/519 [00:50<02:24,  2.91it/s]
       4/80      0.94G      1.229      1.982      1.112      1.418         11        640:  19%|█▉        | 101/519 [00:50<04:33,  1.53it/s]
       4/80      0.94G      1.229      1.985      1.114      1.419          9        640:  19%|█▉        | 101/519 [00:50<04:33,  1.53it/s]
       4/80      0.94G      1.229      1.985      1.114      1.419          9        640:  20%|█▉        | 102/519 [00:50<03:33,  1.96it/s]
       4/80      0.94G       1.23      1.985      1.114       1.42         10        640:  20%|█▉        | 102/519 [00:50<03:33,  1.96it/s]
       4/80      0.94G       1.23      1.985      1.114       1.42         10        640:  20%|█▉        | 103/519 [00:50<02:53,  2.40it/s]
       4/80      0.94G      1.232      1.992      1.121      1.422         13        640:  20%|█▉        | 103/519 [00:50<02:53,  2.40it/s]
       4/80      0.94G      1.232      1.992      1.121      1.422         13        640:  20%|██        | 104/519 [00:50<02:41,  2.57it/s]
       4/80      0.94G      1.229      1.986       1.12      1.419         14        640:  20%|██        | 104/519 [00:52<02:41,  2.57it/s]
       4/80      0.94G      1.229      1.986       1.12      1.419         14        640:  20%|██        | 105/519 [00:52<04:05,  1.68it/s]
       4/80      0.94G      1.231      1.995      1.122      1.422         11        640:  20%|██        | 105/519 [00:52<04:05,  1.68it/s]
       4/80      0.94G      1.231      1.995      1.122      1.422         11        640:  20%|██        | 106/519 [00:52<03:10,  2.17it/s]
       4/80      0.94G      1.233          2      1.126      1.423         12        640:  20%|██        | 106/519 [00:52<03:10,  2.17it/s]
       4/80      0.94G      1.233          2      1.126      1.423         12        640:  21%|██        | 107/519 [00:52<02:36,  2.64it/s]
       4/80      0.94G      1.233      1.998      1.126      1.424          8        640:  21%|██        | 107/519 [00:52<02:36,  2.64it/s]
       4/80      0.94G      1.233      1.998      1.126      1.424          8        640:  21%|██        | 108/519 [00:52<02:23,  2.86it/s]
       4/80      0.94G      1.233      1.999      1.125      1.422         10        640:  21%|██        | 108/519 [00:53<02:23,  2.86it/s]
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       4/80      0.94G      1.234      1.999      1.125      1.422          9        640:  21%|██        | 109/519 [00:53<02:41,  2.53it/s]
       4/80      0.94G      1.234      1.999      1.125      1.422          9        640:  21%|██        | 110/519 [00:53<02:24,  2.83it/s]
       4/80      0.94G      1.233      2.014      1.125      1.421          8        640:  21%|██        | 110/519 [00:53<02:24,  2.83it/s]
       4/80      0.94G      1.233      2.014      1.125      1.421          8        640:  21%|██▏       | 111/519 [00:53<02:08,  3.18it/s]
       4/80      0.94G      1.233      2.016      1.123       1.42         11        640:  21%|██▏       | 111/519 [00:53<02:08,  3.18it/s]
       4/80      0.94G      1.233      2.016      1.123       1.42         11        640:  22%|██▏       | 112/519 [00:53<01:58,  3.44it/s]
       4/80      0.94G      1.236       2.02      1.127      1.421         10        640:  22%|██▏       | 112/519 [00:54<01:58,  3.44it/s]
       4/80      0.94G      1.236       2.02      1.127      1.421         10        640:  22%|██▏       | 113/519 [00:54<02:48,  2.40it/s]
       4/80      0.94G      1.236      2.014      1.126      1.421          9        640:  22%|██▏       | 113/519 [00:54<02:48,  2.40it/s]
       4/80      0.94G      1.236      2.014      1.126      1.421          9        640:  22%|██▏       | 114/519 [00:54<02:29,  2.71it/s]
       4/80      0.94G      1.235       2.01      1.125      1.421          9        640:  22%|██▏       | 114/519 [00:55<02:29,  2.71it/s]
       4/80      0.94G      1.235       2.01      1.125      1.421          9        640:  22%|██▏       | 115/519 [00:55<02:07,  3.16it/s]
       4/80      0.94G      1.231      2.014      1.124       1.42          8        640:  22%|██▏       | 115/519 [00:55<02:07,  3.16it/s]
       4/80      0.94G      1.231      2.014      1.124       1.42          8        640:  22%|██▏       | 116/519 [00:55<02:02,  3.28it/s]
       4/80      0.94G      1.231       2.02      1.124       1.42          9        640:  22%|██▏       | 116/519 [00:56<02:02,  3.28it/s]
       4/80      0.94G      1.231       2.02      1.124       1.42          9        640:  23%|██▎       | 117/519 [00:56<03:41,  1.81it/s]
       4/80      0.94G      1.233       2.02      1.126      1.421          9        640:  23%|██▎       | 117/519 [00:56<03:41,  1.81it/s]
       4/80      0.94G      1.233       2.02      1.126      1.421          9        640:  23%|██▎       | 118/519 [00:56<02:59,  2.24it/s]
       4/80      0.94G      1.232       2.02      1.125       1.42          9        640:  23%|██▎       | 118/519 [00:56<02:59,  2.24it/s]
       4/80      0.94G      1.232       2.02      1.125       1.42          9        640:  23%|██▎       | 119/519 [00:56<02:29,  2.67it/s]
       4/80      0.94G      1.233       2.02      1.125      1.423         10        640:  23%|██▎       | 119/519 [00:57<02:29,  2.67it/s]
       4/80      0.94G      1.233       2.02      1.125      1.423         10        640:  23%|██▎       | 120/519 [00:57<02:20,  2.83it/s]
       4/80      0.94G       1.23      2.019      1.122       1.42         11        640:  23%|██▎       | 120/519 [00:58<02:20,  2.83it/s]
       4/80      0.94G       1.23      2.019      1.122       1.42         11        640:  23%|██▎       | 121/519 [00:58<03:25,  1.94it/s]
       4/80      0.94G      1.235      2.023      1.126       1.42         13        640:  23%|██▎       | 121/519 [00:58<03:25,  1.94it/s]
       4/80      0.94G      1.235      2.023      1.126       1.42         13        640:  24%|██▎       | 122/519 [00:58<02:50,  2.33it/s]
       4/80      0.94G      1.238      2.031      1.127      1.421         12        640:  24%|██▎       | 122/519 [00:58<02:50,  2.33it/s]
       4/80      0.94G      1.238      2.031      1.127      1.421         12        640:  24%|██▎       | 123/519 [00:58<02:32,  2.59it/s]
       4/80      0.94G      1.237      2.028      1.126      1.418         11        640:  24%|██▎       | 123/519 [00:58<02:32,  2.59it/s]
       4/80      0.94G      1.237      2.028      1.126      1.418         11        640:  24%|██▍       | 124/519 [00:58<02:11,  3.00it/s]
       4/80      0.94G      1.237      2.033      1.125      1.419          9        640:  24%|██▍       | 124/519 [00:59<02:11,  3.00it/s]
       4/80      0.94G      1.237      2.033      1.125      1.419          9        640:  24%|██▍       | 125/519 [00:59<03:54,  1.68it/s]
       4/80      0.94G      1.238      2.034      1.127      1.421         11        640:  24%|██▍       | 125/519 [01:00<03:54,  1.68it/s]
       4/80      0.94G      1.238      2.034      1.127      1.421         11        640:  24%|██▍       | 126/519 [01:00<03:13,  2.03it/s]
       4/80      0.94G      1.237      2.034      1.126      1.421          9        640:  24%|██▍       | 126/519 [01:00<03:13,  2.03it/s]
       4/80      0.94G      1.237      2.034      1.126      1.421          9        640:  24%|██▍       | 127/519 [01:00<02:41,  2.42it/s]
       4/80      0.94G      1.237      2.036      1.125       1.42          7        640:  24%|██▍       | 127/519 [01:00<02:41,  2.42it/s]
       4/80      0.94G      1.237      2.036      1.125       1.42          7        640:  25%|██▍       | 128/519 [01:00<02:19,  2.80it/s]
       4/80      0.94G      1.239      2.037      1.124      1.421          9        640:  25%|██▍       | 128/519 [01:02<02:19,  2.80it/s]
       4/80      0.94G      1.239      2.037      1.124      1.421          9        640:  25%|██▍       | 129/519 [01:02<05:11,  1.25it/s]
       4/80      0.94G      1.239      2.034      1.124      1.419          9        640:  25%|██▍       | 129/519 [01:02<05:11,  1.25it/s]
       4/80      0.94G      1.239      2.034      1.124      1.419          9        640:  25%|██▌       | 130/519 [01:02<03:58,  1.63it/s]
       4/80      0.94G      1.241      2.042      1.128       1.42         10        640:  25%|██▌       | 130/519 [01:02<03:58,  1.63it/s]
       4/80      0.94G      1.241      2.042      1.128       1.42         10        640:  25%|██▌       | 131/519 [01:02<03:09,  2.05it/s]
       4/80      0.94G      1.238      2.037      1.125      1.418          8        640:  25%|██▌       | 131/519 [01:03<03:09,  2.05it/s]
       4/80      0.94G      1.238      2.037      1.125      1.418          8        640:  25%|██▌       | 132/519 [01:03<02:42,  2.39it/s]
       4/80      0.94G      1.236      2.037      1.122      1.416          9        640:  25%|██▌       | 132/519 [01:04<02:42,  2.39it/s]
       4/80      0.94G      1.236      2.037      1.122      1.416          9        640:  26%|██▌       | 133/519 [01:04<04:38,  1.38it/s]
       4/80      0.94G      1.236      2.036      1.123      1.417         11        640:  26%|██▌       | 133/519 [01:04<04:38,  1.38it/s]
       4/80      0.94G      1.236      2.036      1.123      1.417         11        640:  26%|██▌       | 134/519 [01:04<03:34,  1.80it/s]
       4/80      0.94G      1.236       2.04      1.125      1.415         11        640:  26%|██▌       | 134/519 [01:04<03:34,  1.80it/s]
       4/80      0.94G      1.236       2.04      1.125      1.415         11        640:  26%|██▌       | 135/519 [01:04<02:52,  2.23it/s]
       4/80      0.94G      1.238      2.053      1.124      1.416         11        640:  26%|██▌       | 135/519 [01:05<02:52,  2.23it/s]
       4/80      0.94G      1.238      2.053      1.124      1.416         11        640:  26%|██▌       | 136/519 [01:05<02:34,  2.47it/s]
       4/80      0.94G      1.238      2.052      1.123      1.415         12        640:  26%|██▌       | 136/519 [01:06<02:34,  2.47it/s]
       4/80      0.94G      1.238      2.052      1.123      1.415         12        640:  26%|██▋       | 137/519 [01:06<03:52,  1.65it/s]
       4/80      0.94G      1.241       2.06      1.127      1.419          9        640:  26%|██▋       | 137/519 [01:06<03:52,  1.65it/s]
       4/80      0.94G      1.241       2.06      1.127      1.419          9        640:  27%|██▋       | 138/519 [01:06<03:08,  2.02it/s]
       4/80      0.94G       1.24      2.059      1.125      1.418         12        640:  27%|██▋       | 138/519 [01:06<03:08,  2.02it/s]
       4/80      0.94G       1.24      2.059      1.125      1.418         12        640:  27%|██▋       | 139/519 [01:06<02:38,  2.40it/s]
       4/80      0.94G      1.239      2.054      1.127      1.418          8        640:  27%|██▋       | 139/519 [01:06<02:38,  2.40it/s]
       4/80      0.94G      1.239      2.054      1.127      1.418          8        640:  27%|██▋       | 140/519 [01:06<02:15,  2.79it/s]
       4/80      0.94G       1.24      2.056      1.126      1.419         12        640:  27%|██▋       | 140/519 [01:08<02:15,  2.79it/s]
       4/80      0.94G       1.24      2.056      1.126      1.419         12        640:  27%|██▋       | 141/519 [01:08<04:15,  1.48it/s]
       4/80      0.94G      1.237      2.052      1.125      1.417         11        640:  27%|██▋       | 141/519 [01:08<04:15,  1.48it/s]
       4/80      0.94G      1.237      2.052      1.125      1.417         11        640:  27%|██▋       | 142/519 [01:08<03:25,  1.84it/s]
       4/80      0.94G      1.236      2.051      1.123      1.416          9        640:  27%|██▋       | 142/519 [01:08<03:25,  1.84it/s]
       4/80      0.94G      1.236      2.051      1.123      1.416          9        640:  28%|██▊       | 143/519 [01:08<02:49,  2.22it/s]
       4/80      0.94G      1.235      2.055      1.122      1.416         10        640:  28%|██▊       | 143/519 [01:09<02:49,  2.22it/s]
       4/80      0.94G      1.235      2.055      1.122      1.416         10        640:  28%|██▊       | 144/519 [01:09<02:27,  2.54it/s]
       4/80      0.94G      1.236      2.053      1.121      1.416          6        640:  28%|██▊       | 144/519 [01:10<02:27,  2.54it/s]
       4/80      0.94G      1.236      2.053      1.121      1.416          6        640:  28%|██▊       | 145/519 [01:10<03:29,  1.79it/s]
       4/80      0.94G      1.234      2.049      1.119      1.414         12        640:  28%|██▊       | 145/519 [01:10<03:29,  1.79it/s]
       4/80      0.94G      1.234      2.049      1.119      1.414         12        640:  28%|██▊       | 146/519 [01:10<02:59,  2.07it/s]
       4/80      0.94G      1.233      2.046      1.117      1.414          9        640:  28%|██▊       | 146/519 [01:10<02:59,  2.07it/s]
       4/80      0.94G      1.233      2.046      1.117      1.414          9        640:  28%|██▊       | 147/519 [01:10<02:27,  2.53it/s]
       4/80      0.94G      1.234      2.051      1.119      1.414         11        640:  28%|██▊       | 147/519 [01:10<02:27,  2.53it/s]
       4/80      0.94G      1.234      2.051      1.119      1.414         11        640:  29%|██▊       | 148/519 [01:10<02:06,  2.93it/s]
       4/80      0.94G      1.234      2.049      1.117      1.413         12        640:  29%|██▊       | 148/519 [01:11<02:06,  2.93it/s]
       4/80      0.94G      1.234      2.049      1.117      1.413         12        640:  29%|██▊       | 149/519 [01:11<02:49,  2.19it/s]
       4/80      0.94G      1.235      2.049      1.119      1.413          6        640:  29%|██▊       | 149/519 [01:11<02:49,  2.19it/s]
       4/80      0.94G      1.235      2.049      1.119      1.413          6        640:  29%|██▉       | 150/519 [01:11<02:26,  2.52it/s]
       4/80      0.94G      1.234      2.045       1.12      1.412          9        640:  29%|██▉       | 150/519 [01:11<02:26,  2.52it/s]
       4/80      0.94G      1.234      2.045       1.12      1.412          9        640:  29%|██▉       | 151/519 [01:11<02:06,  2.90it/s]
       4/80      0.94G      1.234      2.045      1.121      1.413         10        640:  29%|██▉       | 151/519 [01:12<02:06,  2.90it/s]
       4/80      0.94G      1.234      2.045      1.121      1.413         10        640:  29%|██▉       | 152/519 [01:12<02:08,  2.86it/s]
       4/80      0.94G      1.233      2.044       1.12      1.413         11        640:  29%|██▉       | 152/519 [01:13<02:08,  2.86it/s]
       4/80      0.94G      1.233      2.044       1.12      1.413         11        640:  29%|██▉       | 153/519 [01:13<03:52,  1.58it/s]
       4/80      0.94G      1.231      2.042       1.12      1.411          8        640:  29%|██▉       | 153/519 [01:13<03:52,  1.58it/s]
       4/80      0.94G      1.231      2.042       1.12      1.411          8        640:  30%|██▉       | 154/519 [01:13<03:12,  1.90it/s]
       4/80      0.94G      1.232      2.039      1.119      1.411         12        640:  30%|██▉       | 154/519 [01:14<03:12,  1.90it/s]
       4/80      0.94G      1.232      2.039      1.119      1.411         12        640:  30%|██▉       | 155/519 [01:14<02:43,  2.22it/s]
       4/80      0.94G      1.232      2.037      1.118       1.41         14        640:  30%|██▉       | 155/519 [01:14<02:43,  2.22it/s]
       4/80      0.94G      1.232      2.037      1.118       1.41         14        640:  30%|███       | 156/519 [01:14<02:41,  2.25it/s]
       4/80      0.94G      1.233      2.037      1.121      1.411          7        640:  30%|███       | 156/519 [01:15<02:41,  2.25it/s]
       4/80      0.94G      1.233      2.037      1.121      1.411          7        640:  30%|███       | 157/519 [01:15<03:16,  1.84it/s]
       4/80      0.94G      1.234      2.033      1.119      1.411         10        640:  30%|███       | 157/519 [01:15<03:16,  1.84it/s]
       4/80      0.94G      1.234      2.033      1.119      1.411         10        640:  30%|███       | 158/519 [01:15<02:42,  2.22it/s]
       4/80      0.94G      1.233       2.03      1.118      1.411         10        640:  30%|███       | 158/519 [01:15<02:42,  2.22it/s]
       4/80      0.94G      1.233       2.03      1.118      1.411         10        640:  31%|███       | 159/519 [01:15<02:21,  2.54it/s]
       4/80      0.94G      1.233      2.032      1.119      1.411         10        640:  31%|███       | 159/519 [01:16<02:21,  2.54it/s]
       4/80      0.94G      1.233      2.032      1.119      1.411         10        640:  31%|███       | 160/519 [01:16<02:24,  2.48it/s]
       4/80      0.94G      1.234       2.03      1.119      1.411          8        640:  31%|███       | 160/519 [01:16<02:24,  2.48it/s]
       4/80      0.94G      1.234       2.03      1.119      1.411          8        640:  31%|███       | 161/519 [01:16<02:33,  2.32it/s]
       4/80      0.94G      1.235       2.03      1.119       1.41         10        640:  31%|███       | 161/519 [01:17<02:33,  2.32it/s]
       4/80      0.94G      1.235       2.03      1.119       1.41         10        640:  31%|███       | 162/519 [01:17<02:10,  2.74it/s]
       4/80      0.94G      1.236      2.033       1.12      1.411         14        640:  31%|███       | 162/519 [01:17<02:10,  2.74it/s]
       4/80      0.94G      1.236      2.033       1.12      1.411         14        640:  31%|███▏      | 163/519 [01:17<01:55,  3.09it/s]
       4/80      0.94G      1.235       2.03      1.118      1.409         13        640:  31%|███▏      | 163/519 [01:17<01:55,  3.09it/s]
       4/80      0.94G      1.235       2.03      1.118      1.409         13        640:  32%|███▏      | 164/519 [01:17<02:33,  2.31it/s]
       4/80      0.94G      1.236      2.031      1.118      1.409         10        640:  32%|███▏      | 164/519 [01:18<02:33,  2.31it/s]
       4/80      0.94G      1.236      2.031      1.118      1.409         10        640:  32%|███▏      | 165/519 [01:18<03:08,  1.88it/s]
       4/80      0.94G      1.235      2.028      1.116      1.409          9        640:  32%|███▏      | 165/519 [01:18<03:08,  1.88it/s]
       4/80      0.94G      1.235      2.028      1.116      1.409          9        640:  32%|███▏      | 166/519 [01:18<02:38,  2.22it/s]
       4/80      0.94G      1.235      2.031      1.116      1.408         11        640:  32%|███▏      | 166/519 [01:19<02:38,  2.22it/s]
       4/80      0.94G      1.235      2.031      1.116      1.408         11        640:  32%|███▏      | 167/519 [01:19<02:11,  2.67it/s]
       4/80      0.94G      1.236      2.029      1.114       1.41          8        640:  32%|███▏      | 167/519 [01:19<02:11,  2.67it/s]
       4/80      0.94G      1.236      2.029      1.114       1.41          8        640:  32%|███▏      | 168/519 [01:19<02:36,  2.25it/s]
       4/80      0.94G      1.238       2.03      1.115       1.41         12        640:  32%|███▏      | 168/519 [01:20<02:36,  2.25it/s]
       4/80      0.94G      1.238       2.03      1.115       1.41         12        640:  33%|███▎      | 169/519 [01:20<02:28,  2.36it/s]
       4/80      0.94G       1.24      2.029      1.116       1.41          8        640:  33%|███▎      | 169/519 [01:20<02:28,  2.36it/s]
       4/80      0.94G       1.24      2.029      1.116       1.41          8        640:  33%|███▎      | 170/519 [01:20<02:08,  2.73it/s]
       4/80      0.94G      1.241      2.024      1.117       1.41          8        640:  33%|███▎      | 170/519 [01:20<02:08,  2.73it/s]
       4/80      0.94G      1.241      2.024      1.117       1.41          8        640:  33%|███▎      | 171/519 [01:20<01:53,  3.07it/s]
       4/80      0.94G       1.24      2.022      1.116       1.41         12        640:  33%|███▎      | 171/519 [01:21<01:53,  3.07it/s]
       4/80      0.94G       1.24      2.022      1.116       1.41         12        640:  33%|███▎      | 172/519 [01:21<02:01,  2.86it/s]
       4/80      0.94G      1.238       2.02      1.114      1.409         11        640:  33%|███▎      | 172/519 [01:21<02:01,  2.86it/s]
       4/80      0.94G      1.238       2.02      1.114      1.409         11        640:  33%|███▎      | 173/519 [01:21<02:49,  2.04it/s]
       4/80      0.94G      1.237      2.019      1.113      1.408         12        640:  33%|███▎      | 173/519 [01:22<02:49,  2.04it/s]
       4/80      0.94G      1.237      2.019      1.113      1.408         12        640:  34%|███▎      | 174/519 [01:22<02:22,  2.43it/s]
       4/80      0.94G      1.237      2.017      1.113      1.407          6        640:  34%|███▎      | 174/519 [01:22<02:22,  2.43it/s]
       4/80      0.94G      1.237      2.017      1.113      1.407          6        640:  34%|███▎      | 175/519 [01:22<02:11,  2.61it/s]
       4/80      0.94G      1.239       2.02      1.117       1.41         13        640:  34%|███▎      | 175/519 [01:22<02:11,  2.61it/s]
       4/80      0.94G      1.239       2.02      1.117       1.41         13        640:  34%|███▍      | 176/519 [01:22<02:07,  2.69it/s]
       4/80      0.94G      1.241       2.02      1.117       1.41          9        640:  34%|███▍      | 176/519 [01:23<02:07,  2.69it/s]
       4/80      0.94G      1.241       2.02      1.117       1.41          9        640:  34%|███▍      | 177/519 [01:23<02:46,  2.05it/s]
       4/80      0.94G      1.239      2.016      1.116      1.408         13        640:  34%|███▍      | 177/519 [01:23<02:46,  2.05it/s]
       4/80      0.94G      1.239      2.016      1.116      1.408         13        640:  34%|███▍      | 178/519 [01:23<02:27,  2.30it/s]
       4/80      0.94G      1.238      2.013      1.116      1.408         10        640:  34%|███▍      | 178/519 [01:24<02:27,  2.30it/s]
       4/80      0.94G      1.238      2.013      1.116      1.408         10        640:  34%|███▍      | 179/519 [01:24<02:44,  2.07it/s]
       4/80      0.94G      1.238      2.014      1.117      1.408         11        640:  34%|███▍      | 179/519 [01:24<02:44,  2.07it/s]
       4/80      0.94G      1.238      2.014      1.117      1.408         11        640:  35%|███▍      | 180/519 [01:24<02:32,  2.23it/s]
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       4/80      0.94G      1.224      1.986      1.119      1.404          7        640:  85%|████████▍ | 440/519 [03:23<00:29,  2.64it/s]
       4/80      0.94G      1.224      1.984       1.12      1.404          6        640:  85%|████████▍ | 440/519 [03:25<00:29,  2.64it/s]
       4/80      0.94G      1.224      1.984       1.12      1.404          6        640:  85%|████████▍ | 441/519 [03:25<00:55,  1.41it/s]
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       4/80      0.94G      1.223      1.983      1.118      1.403          9        640:  85%|████████▌ | 442/519 [03:25<00:44,  1.73it/s]
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       4/80      0.94G      1.224      1.982      1.119      1.403          4        640:  86%|████████▌ | 446/519 [03:27<00:44,  1.64it/s]
       4/80      0.94G      1.224      1.982      1.119      1.403          4        640:  86%|████████▌ | 447/519 [03:27<00:35,  2.05it/s]
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       4/80      0.94G      1.223      1.983      1.118      1.402         12        640:  86%|████████▋ | 448/519 [03:28<00:30,  2.35it/s]
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       4/80      0.94G      1.223      1.983      1.118      1.402         13        640:  87%|████████▋ | 450/519 [03:29<00:39,  1.76it/s]
       4/80      0.94G      1.224      1.984      1.119      1.404          7        640:  87%|████████▋ | 450/519 [03:29<00:39,  1.76it/s]
       4/80      0.94G      1.224      1.984      1.119      1.404          7        640:  87%|████████▋ | 451/519 [03:29<00:31,  2.14it/s]
       4/80      0.94G      1.224      1.984      1.118      1.403         15        640:  87%|████████▋ | 451/519 [03:30<00:31,  2.14it/s]
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       4/80      0.94G      1.225      1.984      1.118      1.403         12        640:  87%|████████▋ | 453/519 [03:31<00:39,  1.66it/s]
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       4/80      0.94G      1.225      1.985       1.12      1.404         11        640:  87%|████████▋ | 454/519 [03:31<00:32,  2.00it/s]
       4/80      0.94G      1.225      1.985       1.12      1.404         11        640:  88%|████████▊ | 455/519 [03:31<00:27,  2.37it/s]
       4/80      0.94G      1.226      1.985       1.12      1.404         16        640:  88%|████████▊ | 455/519 [03:32<00:27,  2.37it/s]
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       4/80      0.94G      1.226      1.984       1.12      1.403         13        640:  88%|████████▊ | 457/519 [03:32<00:23,  2.64it/s]
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       4/80      0.94G      1.226      1.984      1.119      1.403          8        640:  88%|████████▊ | 458/519 [03:32<00:20,  2.95it/s]
       4/80      0.94G      1.226      1.984      1.119      1.403          8        640:  88%|████████▊ | 459/519 [03:32<00:17,  3.42it/s]
       4/80      0.94G      1.225      1.986      1.119      1.403          7        640:  88%|████████▊ | 459/519 [03:33<00:17,  3.42it/s]
       4/80      0.94G      1.225      1.986      1.119      1.403          7        640:  89%|████████▊ | 460/519 [03:33<00:16,  3.60it/s]
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       4/80      0.94G      1.223      1.979      1.116      1.402         10        640:  91%|█████████▏| 474/519 [03:40<00:23,  1.89it/s]
       4/80      0.94G      1.223      1.979      1.116      1.402         10        640:  92%|█████████▏| 475/519 [03:40<00:19,  2.25it/s]
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       4/80      0.94G      1.222      1.977      1.115      1.401          8        640:  92%|█████████▏| 477/519 [03:42<00:28,  1.49it/s]
       4/80      0.94G      1.223      1.977      1.116      1.401         10        640:  92%|█████████▏| 477/519 [03:42<00:28,  1.49it/s]
       4/80      0.94G      1.223      1.977      1.116      1.401         10        640:  92%|█████████▏| 478/519 [03:42<00:22,  1.85it/s]
       4/80      0.94G      1.223      1.977      1.115      1.401         10        640:  92%|█████████▏| 478/519 [03:42<00:22,  1.85it/s]
       4/80      0.94G      1.223      1.977      1.115      1.401         10        640:  92%|█████████▏| 479/519 [03:42<00:17,  2.34it/s]
       4/80      0.94G      1.222      1.977      1.115      1.401         12        640:  92%|█████████▏| 479/519 [03:42<00:17,  2.34it/s]
       4/80      0.94G      1.222      1.977      1.115      1.401         12        640:  92%|█████████▏| 480/519 [03:42<00:15,  2.58it/s]
       4/80      0.94G      1.222      1.977      1.115      1.401         12        640:  92%|█████████▏| 480/519 [03:43<00:15,  2.58it/s]
       4/80      0.94G      1.222      1.977      1.115      1.401         12        640:  93%|█████████▎| 481/519 [03:43<00:21,  1.73it/s]
       4/80      0.94G      1.222      1.977      1.115        1.4          7        640:  93%|█████████▎| 481/519 [03:43<00:21,  1.73it/s]
       4/80      0.94G      1.222      1.977      1.115        1.4          7        640:  93%|█████████▎| 482/519 [03:43<00:17,  2.11it/s]
       4/80      0.94G      1.223      1.977      1.115      1.401          9        640:  93%|█████████▎| 482/519 [03:44<00:17,  2.11it/s]
       4/80      0.94G      1.223      1.977      1.115      1.401          9        640:  93%|█████████▎| 483/519 [03:44<00:14,  2.51it/s]
       4/80      0.94G      1.222      1.976      1.115        1.4         10        640:  93%|█████████▎| 483/519 [03:44<00:14,  2.51it/s]
       4/80      0.94G      1.222      1.976      1.115        1.4         10        640:  93%|█████████▎| 484/519 [03:44<00:12,  2.88it/s]
       4/80      0.94G      1.222      1.976      1.115      1.399         10        640:  93%|█████████▎| 484/519 [03:45<00:12,  2.88it/s]
       4/80      0.94G      1.222      1.976      1.115      1.399         10        640:  93%|█████████▎| 485/519 [03:45<00:24,  1.41it/s]
       4/80      0.94G      1.222      1.975      1.114      1.399         11        640:  93%|█████████▎| 485/519 [03:46<00:24,  1.41it/s]
       4/80      0.94G      1.222      1.975      1.114      1.399         11        640:  94%|█████████▎| 486/519 [03:46<00:18,  1.82it/s]
       4/80      0.94G      1.221      1.975      1.115      1.399         11        640:  94%|█████████▎| 486/519 [03:46<00:18,  1.82it/s]
       4/80      0.94G      1.221      1.975      1.115      1.399         11        640:  94%|█████████▍| 487/519 [03:46<00:14,  2.28it/s]
       4/80      0.94G      1.221      1.975      1.114      1.398         15        640:  94%|█████████▍| 487/519 [03:46<00:14,  2.28it/s]
       4/80      0.94G      1.221      1.975      1.114      1.398         15        640:  94%|█████████▍| 488/519 [03:46<00:12,  2.41it/s]
       4/80      0.94G      1.221      1.977      1.114      1.399          8        640:  94%|█████████▍| 488/519 [03:47<00:12,  2.41it/s]
       4/80      0.94G      1.221      1.977      1.114      1.399          8        640:  94%|█████████▍| 489/519 [03:47<00:18,  1.66it/s]
       4/80      0.94G      1.222      1.976      1.115      1.398         11        640:  94%|█████████▍| 489/519 [03:47<00:18,  1.66it/s]
       4/80      0.94G      1.222      1.976      1.115      1.398         11        640:  94%|█████████▍| 490/519 [03:47<00:13,  2.07it/s]
       4/80      0.94G      1.221      1.975      1.115      1.398          9        640:  94%|█████████▍| 490/519 [03:48<00:13,  2.07it/s]
       4/80      0.94G      1.221      1.975      1.115      1.398          9        640:  95%|█████████▍| 491/519 [03:48<00:11,  2.41it/s]
       4/80      0.94G      1.222      1.976      1.114      1.398         13        640:  95%|█████████▍| 491/519 [03:48<00:11,  2.41it/s]
       4/80      0.94G      1.222      1.976      1.114      1.398         13        640:  95%|█████████▍| 492/519 [03:48<00:09,  2.88it/s]
       4/80      0.94G      1.222      1.978      1.114      1.399          9        640:  95%|█████████▍| 492/519 [03:49<00:09,  2.88it/s]
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       4/80      0.94G      1.221      1.979      1.114      1.399         10        640:  95%|█████████▍| 493/519 [03:49<00:15,  1.68it/s]
       4/80      0.94G      1.221      1.979      1.114      1.399         10        640:  95%|█████████▌| 494/519 [03:49<00:12,  2.01it/s]
       4/80      0.94G      1.222      1.981      1.115      1.399          7        640:  95%|█████████▌| 494/519 [03:50<00:12,  2.01it/s]
       4/80      0.94G      1.222      1.981      1.115      1.399          7        640:  95%|█████████▌| 495/519 [03:50<00:10,  2.34it/s]
       4/80      0.94G      1.222      1.985      1.115      1.399          8        640:  95%|█████████▌| 495/519 [03:50<00:10,  2.34it/s]
       4/80      0.94G      1.222      1.985      1.115      1.399          8        640:  96%|█████████▌| 496/519 [03:50<00:08,  2.67it/s]
       4/80      0.94G      1.222      1.985      1.114      1.399          8        640:  96%|█████████▌| 496/519 [03:51<00:08,  2.67it/s]
       4/80      0.94G      1.222      1.985      1.114      1.399          8        640:  96%|█████████▌| 497/519 [03:51<00:14,  1.55it/s]
       4/80      0.94G      1.222      1.984      1.114      1.399          7        640:  96%|█████████▌| 497/519 [03:51<00:14,  1.55it/s]
       4/80      0.94G      1.222      1.984      1.114      1.399          7        640:  96%|█████████▌| 498/519 [03:51<00:10,  1.93it/s]
       4/80      0.94G      1.221      1.985      1.114      1.399          6        640:  96%|█████████▌| 498/519 [03:51<00:10,  1.93it/s]
       4/80      0.94G      1.221      1.985      1.114      1.399          6        640:  96%|█████████▌| 499/519 [03:51<00:08,  2.40it/s]
       4/80      0.94G      1.222      1.985      1.114      1.399         11        640:  96%|█████████▌| 499/519 [03:52<00:08,  2.40it/s]
       4/80      0.94G      1.222      1.985      1.114      1.399         11        640:  96%|█████████▋| 500/519 [03:52<00:06,  2.78it/s]
       4/80      0.94G      1.221      1.985      1.114      1.399          9        640:  96%|█████████▋| 500/519 [03:53<00:06,  2.78it/s]
       4/80      0.94G      1.221      1.985      1.114      1.399          9        640:  97%|█████████▋| 501/519 [03:53<00:09,  1.96it/s]
       4/80      0.94G      1.221      1.985      1.114      1.399          7        640:  97%|█████████▋| 501/519 [03:53<00:09,  1.96it/s]
       4/80      0.94G      1.221      1.985      1.114      1.399          7        640:  97%|█████████▋| 502/519 [03:53<00:07,  2.33it/s]
       4/80      0.94G      1.221      1.985      1.114      1.399         13        640:  97%|█████████▋| 502/519 [03:53<00:07,  2.33it/s]
       4/80      0.94G      1.221      1.985      1.114      1.399         13        640:  97%|█████████▋| 503/519 [03:53<00:06,  2.61it/s]
       4/80      0.94G      1.221      1.985      1.114      1.399          8        640:  97%|█████████▋| 503/519 [03:53<00:06,  2.61it/s]
       4/80      0.94G      1.221      1.985      1.114      1.399          8        640:  97%|█████████▋| 504/519 [03:53<00:05,  2.88it/s]
       4/80      0.94G       1.22      1.985      1.114      1.399          9        640:  97%|█████████▋| 504/519 [03:54<00:05,  2.88it/s]
       4/80      0.94G       1.22      1.985      1.114      1.399          9        640:  97%|█████████▋| 505/519 [03:54<00:06,  2.01it/s]
       4/80      0.94G      1.222      1.988      1.115        1.4         10        640:  97%|█████████▋| 505/519 [03:54<00:06,  2.01it/s]
       4/80      0.94G      1.222      1.988      1.115        1.4         10        640:  97%|█████████▋| 506/519 [03:54<00:05,  2.40it/s]
       4/80      0.94G      1.224      1.989      1.115      1.402          7        640:  97%|█████████▋| 506/519 [03:55<00:05,  2.40it/s]
       4/80      0.94G      1.224      1.989      1.115      1.402          7        640:  98%|█████████▊| 507/519 [03:55<00:04,  2.82it/s]
       4/80      0.94G      1.223      1.988      1.114      1.401         12        640:  98%|█████████▊| 507/519 [03:55<00:04,  2.82it/s]
       4/80      0.94G      1.223      1.988      1.114      1.401         12        640:  98%|█████████▊| 508/519 [03:55<00:03,  3.18it/s]
       4/80      0.94G      1.223      1.987      1.114      1.401         14        640:  98%|█████████▊| 508/519 [03:56<00:03,  3.18it/s]
       4/80      0.94G      1.223      1.987      1.114      1.401         14        640:  98%|█████████▊| 509/519 [03:56<00:05,  1.71it/s]
       4/80      0.94G      1.223      1.987      1.114        1.4         12        640:  98%|█████████▊| 509/519 [03:56<00:05,  1.71it/s]
       4/80      0.94G      1.223      1.987      1.114        1.4         12        640:  98%|█████████▊| 510/519 [03:56<00:04,  2.09it/s]
       4/80      0.94G      1.223      1.987      1.114      1.401          7        640:  98%|█████████▊| 510/519 [03:57<00:04,  2.09it/s]
       4/80      0.94G      1.223      1.987      1.114      1.401          7        640:  98%|█████████▊| 511/519 [03:57<00:03,  2.49it/s]
       4/80      0.94G      1.222      1.986      1.114        1.4          7        640:  98%|█████████▊| 511/519 [03:57<00:03,  2.49it/s]
       4/80      0.94G      1.222      1.986      1.114        1.4          7        640:  99%|█████████▊| 512/519 [03:57<00:02,  2.87it/s]
       4/80      0.94G      1.222      1.987      1.114        1.4         12        640:  99%|█████████▊| 512/519 [03:58<00:02,  2.87it/s]
       4/80      0.94G      1.222      1.987      1.114        1.4         12        640:  99%|█████████▉| 513/519 [03:58<00:03,  1.81it/s]
       4/80      0.94G      1.222      1.987      1.115      1.401          5        640:  99%|█████████▉| 513/519 [03:58<00:03,  1.81it/s]
       4/80      0.94G      1.222      1.987      1.115      1.401          5        640:  99%|█████████▉| 514/519 [03:58<00:02,  2.31it/s]
       4/80      0.94G      1.223      1.989      1.115      1.401         10        640:  99%|█████████▉| 514/519 [03:58<00:02,  2.31it/s]
       4/80      0.94G      1.223      1.989      1.115      1.401         10        640:  99%|█████████▉| 515/519 [03:58<00:01,  2.79it/s]
       4/80      0.94G      1.223      1.989      1.115      1.401          7        640:  99%|█████████▉| 515/519 [03:58<00:01,  2.79it/s]
       4/80      0.94G      1.223      1.989      1.115      1.401          7        640:  99%|█████████▉| 516/519 [03:58<00:00,  3.28it/s]
       4/80      0.94G      1.222      1.989      1.115      1.401          8        640:  99%|█████████▉| 516/519 [03:59<00:00,  3.28it/s]
       4/80      0.94G      1.222      1.989      1.115      1.401          8        640: 100%|█████████▉| 517/519 [03:59<00:00,  2.50it/s]
       4/80      0.94G      1.222      1.988      1.114      1.401          7        640: 100%|█████████▉| 517/519 [03:59<00:00,  2.50it/s]
       4/80      0.94G      1.221      1.988      1.115      1.401          8        640: 100%|█████████▉| 517/519 [03:59<00:00,  2.50it/s]
       4/80      0.94G      1.221      1.988      1.115      1.401          8        640: 100%|██████████| 519/519 [03:59<00:00,  4.06it/s]
       4/80      0.94G      1.221      1.988      1.115      1.401          8        640: 100%|██████████| 519/519 [03:59<00:00,  2.17it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:37,  6.21s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:54,  2.77s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:06<01:42,  1.66s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:07,  1.10s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:07<00:33,  1.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:07<00:20,  2.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:08<00:24,  2.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:08<00:25,  2.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:09<00:29,  1.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:10<00:28,  1.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:10<00:29,  1.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:11<00:28,  1.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:11<00:28,  1.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:12<00:27,  1.81it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:27,  1.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:13<00:27,  1.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:26,  1.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:14<00:27,  1.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:15<00:27,  1.59it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:27,  1.56it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:16<00:27,  1.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:24,  1.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:21,  1.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:17<00:16,  2.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:13,  2.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:10,  3.51it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:08,  4.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:07,  4.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.39it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  5.82it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:18<00:05,  6.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.47it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:04,  6.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:19<00:03,  6.44it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:04,  5.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  5.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.44it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:20<00:03,  6.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.39it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.59it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  7.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:21<00:01,  8.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:21<00:01,  8.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:22<00:00,  9.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:22<00:00, 10.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.80it/s]
+                   all        519        519      0.835      0.832      0.891      0.582      0.826       0.83      0.888      0.563
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
       5/80      0.94G     0.7709      1.213      1.103      1.177          6        640:   0%|          | 0/519 [00:03<?, ?it/s]
       5/80      0.94G     0.7709      1.213      1.103      1.177          6        640:   0%|          | 1/519 [00:03<31:13,  3.62s/it]
       5/80      0.94G      0.977      1.577      1.077      1.263         11        640:   0%|          | 1/519 [00:03<31:13,  3.62s/it]
       5/80      0.94G      0.977      1.577      1.077      1.263         11        640:   0%|          | 2/519 [00:03<14:16,  1.66s/it]
       5/80      0.94G      1.094      2.114      1.059      1.317          9        640:   0%|          | 2/519 [00:04<14:16,  1.66s/it]
       5/80      0.94G      1.094      2.114      1.059      1.317          9        640:   1%|          | 3/519 [00:04<08:36,  1.00s/it]
       5/80      0.94G      1.246      2.109      1.183      1.382         10        640:   1%|          | 3/519 [00:04<08:36,  1.00s/it]
       5/80      0.94G      1.246      2.109      1.183      1.382         10        640:   1%|          | 4/519 [00:04<05:55,  1.45it/s]
       5/80      0.94G        1.3      2.522       1.18      1.447          6        640:   1%|          | 4/519 [00:04<05:55,  1.45it/s]
       5/80      0.94G        1.3      2.522       1.18      1.447          6        640:   1%|          | 5/519 [00:04<05:01,  1.70it/s]
       5/80      0.94G      1.363      2.676      1.183      1.553          9        640:   1%|          | 5/519 [00:04<05:01,  1.70it/s]
       5/80      0.94G      1.363      2.676      1.183      1.553          9        640:   1%|          | 6/519 [00:04<03:59,  2.15it/s]
       5/80      0.94G      1.332      2.573      1.192      1.546         11        640:   1%|          | 6/519 [00:05<03:59,  2.15it/s]
       5/80      0.94G      1.332      2.573      1.192      1.546         11        640:   1%|▏         | 7/519 [00:05<03:21,  2.54it/s]
       5/80      0.94G       1.35       2.75      1.217      1.604          6        640:   1%|▏         | 7/519 [00:05<03:21,  2.54it/s]
       5/80      0.94G       1.35       2.75      1.217      1.604          6        640:   2%|▏         | 8/519 [00:05<03:42,  2.30it/s]
       5/80      0.94G      1.354      2.633      1.209      1.578         13        640:   2%|▏         | 8/519 [00:06<03:42,  2.30it/s]
       5/80      0.94G      1.354      2.633      1.209      1.578         13        640:   2%|▏         | 9/519 [00:06<05:33,  1.53it/s]
       5/80      0.94G      1.313      2.575      1.225      1.535         13        640:   2%|▏         | 9/519 [00:07<05:33,  1.53it/s]
       5/80      0.94G      1.313      2.575      1.225      1.535         13        640:   2%|▏         | 10/519 [00:07<04:31,  1.88it/s]
       5/80      0.94G      1.306        2.6      1.262      1.534          7        640:   2%|▏         | 10/519 [00:07<04:31,  1.88it/s]
       5/80      0.94G      1.306        2.6      1.262      1.534          7        640:   2%|▏         | 11/519 [00:07<03:41,  2.30it/s]
       5/80      0.94G      1.283      2.584      1.234      1.512         11        640:   2%|▏         | 11/519 [00:07<03:41,  2.30it/s]
       5/80      0.94G      1.283      2.584      1.234      1.512         11        640:   2%|▏         | 12/519 [00:07<03:08,  2.68it/s]
       5/80      0.94G      1.301      2.562      1.226      1.511         12        640:   2%|▏         | 12/519 [00:08<03:08,  2.68it/s]
       5/80      0.94G      1.301      2.562      1.226      1.511         12        640:   3%|▎         | 13/519 [00:08<05:40,  1.49it/s]
       5/80      0.94G      1.285      2.552       1.21      1.492         13        640:   3%|▎         | 13/519 [00:09<05:40,  1.49it/s]
       5/80      0.94G      1.285      2.552       1.21      1.492         13        640:   3%|▎         | 14/519 [00:09<04:29,  1.87it/s]
       5/80      0.94G      1.298      2.478      1.208      1.508          7        640:   3%|▎         | 14/519 [00:09<04:29,  1.87it/s]
       5/80      0.94G      1.298      2.478      1.208      1.508          7        640:   3%|▎         | 15/519 [00:09<03:47,  2.22it/s]
       5/80      0.94G      1.299      2.485      1.221       1.51         10        640:   3%|▎         | 15/519 [00:09<03:47,  2.22it/s]
       5/80      0.94G      1.299      2.485      1.221       1.51         10        640:   3%|▎         | 16/519 [00:09<03:21,  2.50it/s]
       5/80      0.94G      1.312      2.474      1.213      1.519         13        640:   3%|▎         | 16/519 [00:11<03:21,  2.50it/s]
       5/80      0.94G      1.312      2.474      1.213      1.519         13        640:   3%|▎         | 17/519 [00:11<05:56,  1.41it/s]
       5/80      0.94G      1.317      2.462      1.203      1.506         12        640:   3%|▎         | 17/519 [00:11<05:56,  1.41it/s]
       5/80      0.94G      1.317      2.462      1.203      1.506         12        640:   3%|▎         | 18/519 [00:11<04:47,  1.75it/s]
       5/80      0.94G      1.297      2.431        1.2      1.494          7        640:   3%|▎         | 18/519 [00:11<04:47,  1.75it/s]
       5/80      0.94G      1.297      2.431        1.2      1.494          7        640:   4%|▎         | 19/519 [00:11<04:00,  2.08it/s]
       5/80      0.94G      1.283      2.391       1.19      1.481         12        640:   4%|▎         | 19/519 [00:11<04:00,  2.08it/s]
       5/80      0.94G      1.283      2.391       1.19      1.481         12        640:   4%|▍         | 20/519 [00:11<03:23,  2.45it/s]
       5/80      0.94G       1.27      2.343      1.173       1.47         12        640:   4%|▍         | 20/519 [00:13<03:23,  2.45it/s]
       5/80      0.94G       1.27      2.343      1.173       1.47         12        640:   4%|▍         | 21/519 [00:13<05:20,  1.55it/s]
       5/80      0.94G      1.264      2.316      1.167      1.479          8        640:   4%|▍         | 21/519 [00:13<05:20,  1.55it/s]
       5/80      0.94G      1.264      2.316      1.167      1.479          8        640:   4%|▍         | 22/519 [00:13<04:13,  1.96it/s]
       5/80      0.94G      1.272      2.315      1.178      1.481         16        640:   4%|▍         | 22/519 [00:13<04:13,  1.96it/s]
       5/80      0.94G      1.272      2.315      1.178      1.481         16        640:   4%|▍         | 23/519 [00:13<03:35,  2.30it/s]
       5/80      0.94G      1.301      2.362      1.191      1.507          7        640:   4%|▍         | 23/519 [00:13<03:35,  2.30it/s]
       5/80      0.94G      1.301      2.362      1.191      1.507          7        640:   5%|▍         | 24/519 [00:13<03:05,  2.67it/s]
       5/80      0.94G      1.288      2.329      1.185      1.507          7        640:   5%|▍         | 24/519 [00:15<03:05,  2.67it/s]
       5/80      0.94G      1.288      2.329      1.185      1.507          7        640:   5%|▍         | 25/519 [00:15<05:40,  1.45it/s]
       5/80      0.94G      1.275        2.3      1.174      1.492         10        640:   5%|▍         | 25/519 [00:15<05:40,  1.45it/s]
       5/80      0.94G      1.275        2.3      1.174      1.492         10        640:   5%|▌         | 26/519 [00:15<04:22,  1.88it/s]
       5/80      0.94G      1.292      2.301      1.194      1.501         11        640:   5%|▌         | 26/519 [00:15<04:22,  1.88it/s]
       5/80      0.94G      1.292      2.301      1.194      1.501         11        640:   5%|▌         | 27/519 [00:15<03:33,  2.30it/s]
       5/80      0.94G      1.275      2.266      1.195      1.492          6        640:   5%|▌         | 27/519 [00:15<03:33,  2.30it/s]
       5/80      0.94G      1.275      2.266      1.195      1.492          6        640:   5%|▌         | 28/519 [00:15<03:07,  2.62it/s]
       5/80      0.94G      1.282      2.264      1.201        1.5         10        640:   5%|▌         | 28/519 [00:17<03:07,  2.62it/s]
       5/80      0.94G      1.282      2.264      1.201        1.5         10        640:   6%|▌         | 29/519 [00:17<05:15,  1.56it/s]
       5/80      0.94G       1.29      2.263      1.211        1.5         13        640:   6%|▌         | 29/519 [00:17<05:15,  1.56it/s]
       5/80      0.94G       1.29      2.263      1.211        1.5         13        640:   6%|▌         | 30/519 [00:17<04:06,  1.99it/s]
       5/80      0.94G      1.292      2.244      1.216      1.504          9        640:   6%|▌         | 30/519 [00:17<04:06,  1.99it/s]
       5/80      0.94G      1.292      2.244      1.216      1.504          9        640:   6%|▌         | 31/519 [00:17<03:22,  2.41it/s]
       5/80      0.94G      1.288      2.233      1.217        1.5         10        640:   6%|▌         | 31/519 [00:17<03:22,  2.41it/s]
       5/80      0.94G      1.288      2.233      1.217        1.5         10        640:   6%|▌         | 32/519 [00:17<02:50,  2.85it/s]
       5/80      0.94G      1.297      2.235      1.224      1.498         11        640:   6%|▌         | 32/519 [00:18<02:50,  2.85it/s]
       5/80      0.94G      1.297      2.235      1.224      1.498         11        640:   6%|▋         | 33/519 [00:18<04:35,  1.76it/s]
       5/80      0.94G      1.305      2.243      1.231      1.502         10        640:   6%|▋         | 33/519 [00:19<04:35,  1.76it/s]
       5/80      0.94G      1.305      2.243      1.231      1.502         10        640:   7%|▋         | 34/519 [00:19<03:58,  2.04it/s]
       5/80      0.94G      1.306      2.248       1.23      1.498         10        640:   7%|▋         | 34/519 [00:19<03:58,  2.04it/s]
       5/80      0.94G      1.306      2.248       1.23      1.498         10        640:   7%|▋         | 35/519 [00:19<03:12,  2.52it/s]
       5/80      0.94G       1.32      2.262      1.233       1.51         10        640:   7%|▋         | 35/519 [00:19<03:12,  2.52it/s]
       5/80      0.94G       1.32      2.262      1.233       1.51         10        640:   7%|▋         | 36/519 [00:19<02:48,  2.87it/s]
       5/80      0.94G      1.322      2.256      1.226      1.508         12        640:   7%|▋         | 36/519 [00:20<02:48,  2.87it/s]
       5/80      0.94G      1.322      2.256      1.226      1.508         12        640:   7%|▋         | 37/519 [00:20<03:23,  2.37it/s]
       5/80      0.94G      1.319      2.267      1.222      1.503         12        640:   7%|▋         | 37/519 [00:20<03:23,  2.37it/s]
       5/80      0.94G      1.319      2.267      1.222      1.503         12        640:   7%|▋         | 38/519 [00:20<03:02,  2.64it/s]
       5/80      0.94G      1.309      2.257      1.218      1.493         11        640:   7%|▋         | 38/519 [00:20<03:02,  2.64it/s]
       5/80      0.94G      1.309      2.257      1.218      1.493         11        640:   8%|▊         | 39/519 [00:20<02:34,  3.11it/s]
       5/80      0.94G      1.313      2.251      1.227      1.494         10        640:   8%|▊         | 39/519 [00:20<02:34,  3.11it/s]
       5/80      0.94G      1.313      2.251      1.227      1.494         10        640:   8%|▊         | 40/519 [00:20<02:21,  3.39it/s]
       5/80      0.94G      1.318      2.243      1.229      1.497         10        640:   8%|▊         | 40/519 [00:21<02:21,  3.39it/s]
       5/80      0.94G      1.318      2.243      1.229      1.497         10        640:   8%|▊         | 41/519 [00:21<03:11,  2.49it/s]
       5/80      0.94G      1.315      2.243      1.225      1.495         12        640:   8%|▊         | 41/519 [00:21<03:11,  2.49it/s]
       5/80      0.94G      1.315      2.243      1.225      1.495         12        640:   8%|▊         | 42/519 [00:21<02:47,  2.85it/s]
       5/80      0.94G       1.32      2.243      1.233      1.504          8        640:   8%|▊         | 42/519 [00:21<02:47,  2.85it/s]
       5/80      0.94G       1.32      2.243      1.233      1.504          8        640:   8%|▊         | 43/519 [00:21<02:29,  3.18it/s]
       5/80      0.94G      1.323      2.239      1.231        1.5         11        640:   8%|▊         | 43/519 [00:22<02:29,  3.18it/s]
       5/80      0.94G      1.323      2.239      1.231        1.5         11        640:   8%|▊         | 44/519 [00:22<02:22,  3.34it/s]
       5/80      0.94G      1.319      2.229      1.229      1.496          9        640:   8%|▊         | 44/519 [00:23<02:22,  3.34it/s]
       5/80      0.94G      1.319      2.229      1.229      1.496          9        640:   9%|▊         | 45/519 [00:23<03:59,  1.98it/s]
       5/80      0.94G      1.313      2.219      1.225      1.491         11        640:   9%|▊         | 45/519 [00:23<03:59,  1.98it/s]
       5/80      0.94G      1.313      2.219      1.225      1.491         11        640:   9%|▉         | 46/519 [00:23<04:28,  1.76it/s]
       5/80      0.94G      1.306      2.211       1.22      1.486         11        640:   9%|▉         | 46/519 [00:24<04:28,  1.76it/s]
       5/80      0.94G      1.306      2.211       1.22      1.486         11        640:   9%|▉         | 47/519 [00:24<03:42,  2.12it/s]
       5/80      0.94G      1.302      2.203      1.216       1.48         12        640:   9%|▉         | 47/519 [00:24<03:42,  2.12it/s]
       5/80      0.94G      1.302      2.203      1.216       1.48         12        640:   9%|▉         | 48/519 [00:24<03:05,  2.54it/s]
       5/80      0.94G      1.304      2.192      1.218      1.483         10        640:   9%|▉         | 48/519 [00:24<03:05,  2.54it/s]
       5/80      0.94G      1.304      2.192      1.218      1.483         10        640:   9%|▉         | 49/519 [00:24<03:36,  2.18it/s]
       5/80      0.94G        1.3      2.181       1.21      1.479         12        640:   9%|▉         | 49/519 [00:25<03:36,  2.18it/s]
       5/80      0.94G        1.3      2.181       1.21      1.479         12        640:  10%|▉         | 50/519 [00:25<04:31,  1.73it/s]
       5/80      0.94G      1.301      2.177      1.211      1.482          9        640:  10%|▉         | 50/519 [00:25<04:31,  1.73it/s]
       5/80      0.94G      1.301      2.177      1.211      1.482          9        640:  10%|▉         | 51/519 [00:25<03:37,  2.15it/s]
       5/80      0.94G      1.294       2.16      1.205      1.477         11        640:  10%|▉         | 51/519 [00:26<03:37,  2.15it/s]
       5/80      0.94G      1.294       2.16      1.205      1.477         11        640:  10%|█         | 52/519 [00:26<03:10,  2.45it/s]
       5/80      0.94G      1.286      2.151      1.203      1.472         11        640:  10%|█         | 52/519 [00:26<03:10,  2.45it/s]
       5/80      0.94G      1.286      2.151      1.203      1.472         11        640:  10%|█         | 53/519 [00:26<03:28,  2.23it/s]
       5/80      0.94G      1.284      2.149      1.195      1.469          9        640:  10%|█         | 53/519 [00:27<03:28,  2.23it/s]
       5/80      0.94G      1.284      2.149      1.195      1.469          9        640:  10%|█         | 54/519 [00:27<03:09,  2.45it/s]
       5/80      0.94G      1.282      2.137      1.196      1.465          7        640:  10%|█         | 54/519 [00:27<03:09,  2.45it/s]
       5/80      0.94G      1.282      2.137      1.196      1.465          7        640:  11%|█         | 55/519 [00:27<03:00,  2.57it/s]
       5/80      0.94G      1.281      2.143      1.192      1.462         13        640:  11%|█         | 55/519 [00:27<03:00,  2.57it/s]
       5/80      0.94G      1.281      2.143      1.192      1.462         13        640:  11%|█         | 56/519 [00:27<02:40,  2.89it/s]
       5/80      0.94G       1.29      2.149      1.193      1.466         12        640:  11%|█         | 56/519 [00:29<02:40,  2.89it/s]
       5/80      0.94G       1.29      2.149      1.193      1.466         12        640:  11%|█         | 57/519 [00:29<05:08,  1.50it/s]
       5/80      0.94G       1.29      2.149       1.19      1.466          9        640:  11%|█         | 57/519 [00:29<05:08,  1.50it/s]
       5/80      0.94G       1.29      2.149       1.19      1.466          9        640:  11%|█         | 58/519 [00:29<04:04,  1.88it/s]
       5/80      0.94G       1.29      2.153      1.193      1.463         11        640:  11%|█         | 58/519 [00:29<04:04,  1.88it/s]
       5/80      0.94G       1.29      2.153      1.193      1.463         11        640:  11%|█▏        | 59/519 [00:29<03:25,  2.24it/s]
       5/80      0.94G      1.284      2.146      1.192      1.459          8        640:  11%|█▏        | 59/519 [00:29<03:25,  2.24it/s]
       5/80      0.94G      1.284      2.146      1.192      1.459          8        640:  12%|█▏        | 60/519 [00:29<02:47,  2.74it/s]
       5/80      0.94G      1.278      2.134      1.189      1.454          9        640:  12%|█▏        | 60/519 [00:30<02:47,  2.74it/s]
       5/80      0.94G      1.278      2.134      1.189      1.454          9        640:  12%|█▏        | 61/519 [00:30<03:03,  2.49it/s]
       5/80      0.94G      1.272      2.125      1.187      1.453          6        640:  12%|█▏        | 61/519 [00:30<03:03,  2.49it/s]
       5/80      0.94G      1.272      2.125      1.187      1.453          6        640:  12%|█▏        | 62/519 [00:30<03:41,  2.06it/s]
       5/80      0.94G      1.268      2.117      1.181      1.448         11        640:  12%|█▏        | 62/519 [00:31<03:41,  2.06it/s]
       5/80      0.94G      1.268      2.117      1.181      1.448         11        640:  12%|█▏        | 63/519 [00:31<03:46,  2.01it/s]
       5/80      0.94G      1.265      2.105      1.176      1.444         11        640:  12%|█▏        | 63/519 [00:31<03:46,  2.01it/s]
       5/80      0.94G      1.265      2.105      1.176      1.444         11        640:  12%|█▏        | 64/519 [00:31<03:09,  2.40it/s]
       5/80      0.94G      1.261      2.098      1.175      1.442         10        640:  12%|█▏        | 64/519 [00:32<03:09,  2.40it/s]
       5/80      0.94G      1.261      2.098      1.175      1.442         10        640:  13%|█▎        | 65/519 [00:32<04:56,  1.53it/s]
       5/80      0.94G      1.267      2.111      1.181      1.448         10        640:  13%|█▎        | 65/519 [00:33<04:56,  1.53it/s]
       5/80      0.94G      1.267      2.111      1.181      1.448         10        640:  13%|█▎        | 66/519 [00:33<04:30,  1.67it/s]
       5/80      0.94G      1.271       2.12      1.187      1.452          8        640:  13%|█▎        | 66/519 [00:33<04:30,  1.67it/s]
       5/80      0.94G      1.271       2.12      1.187      1.452          8        640:  13%|█▎        | 67/519 [00:33<03:55,  1.92it/s]
       5/80      0.94G      1.268      2.121      1.181       1.45          7        640:  13%|█▎        | 67/519 [00:33<03:55,  1.92it/s]
       5/80      0.94G      1.268      2.121      1.181       1.45          7        640:  13%|█▎        | 68/519 [00:33<03:13,  2.33it/s]
       5/80      0.94G       1.27      2.124      1.183      1.451          9        640:  13%|█▎        | 68/519 [00:34<03:13,  2.33it/s]
       5/80      0.94G       1.27      2.124      1.183      1.451          9        640:  13%|█▎        | 69/519 [00:34<03:22,  2.22it/s]
       5/80      0.94G      1.264      2.127      1.182      1.447         10        640:  13%|█▎        | 69/519 [00:35<03:22,  2.22it/s]
       5/80      0.94G      1.264      2.127      1.182      1.447         10        640:  13%|█▎        | 70/519 [00:35<03:47,  1.98it/s]
       5/80      0.94G      1.265      2.121       1.18      1.446          8        640:  13%|█▎        | 70/519 [00:36<03:47,  1.98it/s]
       5/80      0.94G      1.265      2.121       1.18      1.446          8        640:  14%|█▎        | 71/519 [00:36<05:28,  1.36it/s]
       5/80      0.94G      1.263      2.116       1.18      1.444          8        640:  14%|█▎        | 71/519 [00:36<05:28,  1.36it/s]
       5/80      0.94G      1.263      2.116       1.18      1.444          8        640:  14%|█▍        | 72/519 [00:36<04:24,  1.69it/s]
       5/80      0.94G      1.259       2.11      1.177      1.443         11        640:  14%|█▍        | 72/519 [00:36<04:24,  1.69it/s]
       5/80      0.94G      1.259       2.11      1.177      1.443         11        640:  14%|█▍        | 73/519 [00:36<03:36,  2.06it/s]
       5/80      0.94G      1.258      2.104      1.173      1.443         11        640:  14%|█▍        | 73/519 [00:36<03:36,  2.06it/s]
       5/80      0.94G      1.258      2.104      1.173      1.443         11        640:  14%|█▍        | 74/519 [00:36<02:59,  2.48it/s]
       5/80      0.94G      1.258      2.096      1.168      1.442         13        640:  14%|█▍        | 74/519 [00:38<02:59,  2.48it/s]
       5/80      0.94G      1.258      2.096      1.168      1.442         13        640:  14%|█▍        | 75/519 [00:38<06:09,  1.20it/s]
       5/80      0.94G      1.258      2.102       1.17      1.443         14        640:  14%|█▍        | 75/519 [00:39<06:09,  1.20it/s]
       5/80      0.94G      1.258      2.102       1.17      1.443         14        640:  15%|█▍        | 76/519 [00:39<04:50,  1.53it/s]
       5/80      0.94G      1.256      2.099      1.169      1.441          9        640:  15%|█▍        | 76/519 [00:39<04:50,  1.53it/s]
       5/80      0.94G      1.256      2.099      1.169      1.441          9        640:  15%|█▍        | 77/519 [00:39<03:58,  1.85it/s]
       5/80      0.94G      1.254      2.098      1.167      1.438         11        640:  15%|█▍        | 77/519 [00:39<03:58,  1.85it/s]
       5/80      0.94G      1.254      2.098      1.167      1.438         11        640:  15%|█▌        | 78/519 [00:39<03:13,  2.28it/s]
       5/80      0.94G      1.257      2.102      1.169      1.442          9        640:  15%|█▌        | 78/519 [00:40<03:13,  2.28it/s]
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       5/80      0.94G      1.267      2.055      1.122      1.451         12        640:  28%|██▊       | 144/519 [01:11<01:59,  3.13it/s]
       5/80      0.94G      1.269       2.06      1.126      1.453          8        640:  28%|██▊       | 144/519 [01:12<01:59,  3.13it/s]
       5/80      0.94G      1.269       2.06      1.126      1.453          8        640:  28%|██▊       | 145/519 [01:12<03:19,  1.88it/s]
       5/80      0.94G      1.266      2.058      1.124      1.453         10        640:  28%|██▊       | 145/519 [01:13<03:19,  1.88it/s]
       5/80      0.94G      1.266      2.058      1.124      1.453         10        640:  28%|██▊       | 146/519 [01:13<02:51,  2.18it/s]
       5/80      0.94G      1.267       2.06      1.124      1.454          9        640:  28%|██▊       | 146/519 [01:13<02:51,  2.18it/s]
       5/80      0.94G      1.267       2.06      1.124      1.454          9        640:  28%|██▊       | 147/519 [01:13<02:23,  2.59it/s]
       5/80      0.94G      1.265      2.056      1.122      1.453          8        640:  28%|██▊       | 147/519 [01:13<02:23,  2.59it/s]
       5/80      0.94G      1.265      2.056      1.122      1.453          8        640:  29%|██▊       | 148/519 [01:13<02:01,  3.05it/s]
       5/80      0.94G      1.265      2.059      1.122      1.453         12        640:  29%|██▊       | 148/519 [01:14<02:01,  3.05it/s]
       5/80      0.94G      1.265      2.059      1.122      1.453         12        640:  29%|██▊       | 149/519 [01:14<02:54,  2.12it/s]
       5/80      0.94G      1.263      2.057      1.121      1.451         11        640:  29%|██▊       | 149/519 [01:14<02:54,  2.12it/s]
       5/80      0.94G      1.263      2.057      1.121      1.451         11        640:  29%|██▉       | 150/519 [01:14<02:28,  2.49it/s]
       5/80      0.94G      1.261      2.054      1.119       1.45          9        640:  29%|██▉       | 150/519 [01:14<02:28,  2.49it/s]
       5/80      0.94G      1.261      2.054      1.119       1.45          9        640:  29%|██▉       | 151/519 [01:14<02:09,  2.84it/s]
       5/80      0.94G       1.26      2.057      1.118      1.448         13        640:  29%|██▉       | 151/519 [01:14<02:09,  2.84it/s]
       5/80      0.94G       1.26      2.057      1.118      1.448         13        640:  29%|██▉       | 152/519 [01:14<02:00,  3.03it/s]
       5/80      0.94G      1.262      2.057       1.12       1.45          6        640:  29%|██▉       | 152/519 [01:16<02:00,  3.03it/s]
       5/80      0.94G      1.262      2.057       1.12       1.45          6        640:  29%|██▉       | 153/519 [01:16<04:25,  1.38it/s]
       5/80      0.94G      1.259      2.054      1.117       1.45          8        640:  29%|██▉       | 153/519 [01:16<04:25,  1.38it/s]
       5/80      0.94G      1.259      2.054      1.117       1.45          8        640:  30%|██▉       | 154/519 [01:16<03:28,  1.75it/s]
       5/80      0.94G       1.26      2.054       1.12      1.451          7        640:  30%|██▉       | 154/519 [01:17<03:28,  1.75it/s]
       5/80      0.94G       1.26      2.054       1.12      1.451          7        640:  30%|██▉       | 155/519 [01:17<02:50,  2.13it/s]
       5/80      0.94G      1.257      2.052      1.117      1.449         11        640:  30%|██▉       | 155/519 [01:17<02:50,  2.13it/s]
       5/80      0.94G      1.257      2.052      1.117      1.449         11        640:  30%|███       | 156/519 [01:17<02:23,  2.54it/s]
       5/80      0.94G      1.258      2.049      1.118       1.45          6        640:  30%|███       | 156/519 [01:18<02:23,  2.54it/s]
       5/80      0.94G      1.258      2.049      1.118       1.45          6        640:  30%|███       | 157/519 [01:18<03:31,  1.71it/s]
       5/80      0.94G      1.258      2.047      1.117      1.449         11        640:  30%|███       | 157/519 [01:18<03:31,  1.71it/s]
       5/80      0.94G      1.258      2.047      1.117      1.449         11        640:  30%|███       | 158/519 [01:18<02:51,  2.11it/s]
       5/80      0.94G      1.256      2.047      1.116      1.448          8        640:  30%|███       | 158/519 [01:18<02:51,  2.11it/s]
       5/80      0.94G      1.256      2.047      1.116      1.448          8        640:  31%|███       | 159/519 [01:18<02:19,  2.59it/s]
       5/80      0.94G      1.254      2.044      1.113      1.446         10        640:  31%|███       | 159/519 [01:18<02:19,  2.59it/s]
       5/80      0.94G      1.254      2.044      1.113      1.446         10        640:  31%|███       | 160/519 [01:18<02:04,  2.89it/s]
       5/80      0.94G      1.256      2.042      1.115      1.449          6        640:  31%|███       | 160/519 [01:20<02:04,  2.89it/s]
       5/80      0.94G      1.256      2.042      1.115      1.449          6        640:  31%|███       | 161/519 [01:20<03:48,  1.57it/s]
       5/80      0.94G      1.255      2.042      1.113      1.449         10        640:  31%|███       | 161/519 [01:20<03:48,  1.57it/s]
       5/80      0.94G      1.255      2.042      1.113      1.449         10        640:  31%|███       | 162/519 [01:20<03:04,  1.94it/s]
       5/80      0.94G      1.254       2.04      1.113      1.448         10        640:  31%|███       | 162/519 [01:20<03:04,  1.94it/s]
       5/80      0.94G      1.254       2.04      1.113      1.448         10        640:  31%|███▏      | 163/519 [01:20<02:27,  2.42it/s]
       5/80      0.94G      1.255      2.038      1.113      1.448         10        640:  31%|███▏      | 163/519 [01:20<02:27,  2.42it/s]
       5/80      0.94G      1.255      2.038      1.113      1.448         10        640:  32%|███▏      | 164/519 [01:20<02:09,  2.74it/s]
       5/80      0.94G      1.254      2.041      1.112      1.448         10        640:  32%|███▏      | 164/519 [01:22<02:09,  2.74it/s]
       5/80      0.94G      1.254      2.041      1.112      1.448         10        640:  32%|███▏      | 165/519 [01:22<03:50,  1.54it/s]
       5/80      0.94G      1.255      2.043      1.112      1.448         13        640:  32%|███▏      | 165/519 [01:22<03:50,  1.54it/s]
       5/80      0.94G      1.255      2.043      1.112      1.448         13        640:  32%|███▏      | 166/519 [01:22<03:02,  1.94it/s]
       5/80      0.94G      1.253      2.038      1.111      1.448          9        640:  32%|███▏      | 166/519 [01:22<03:02,  1.94it/s]
       5/80      0.94G      1.253      2.038      1.111      1.448          9        640:  32%|███▏      | 167/519 [01:22<02:29,  2.36it/s]
       5/80      0.94G      1.255      2.039       1.11      1.448         12        640:  32%|███▏      | 167/519 [01:22<02:29,  2.36it/s]
       5/80      0.94G      1.255      2.039       1.11      1.448         12        640:  32%|███▏      | 168/519 [01:22<02:08,  2.73it/s]
       5/80      0.94G      1.253      2.038      1.109      1.447         10        640:  32%|███▏      | 168/519 [01:24<02:08,  2.73it/s]
       5/80      0.94G      1.253      2.038      1.109      1.447         10        640:  33%|███▎      | 169/519 [01:24<03:53,  1.50it/s]
       5/80      0.94G      1.254      2.038       1.11      1.447         11        640:  33%|███▎      | 169/519 [01:24<03:53,  1.50it/s]
       5/80      0.94G      1.254      2.038       1.11      1.447         11        640:  33%|███▎      | 170/519 [01:24<03:07,  1.86it/s]
       5/80      0.94G      1.254      2.035      1.108      1.445          8        640:  33%|███▎      | 170/519 [01:24<03:07,  1.86it/s]
       5/80      0.94G      1.254      2.035      1.108      1.445          8        640:  33%|███▎      | 171/519 [01:24<02:33,  2.27it/s]
       5/80      0.94G      1.253      2.036      1.108      1.445          9        640:  33%|███▎      | 171/519 [01:24<02:33,  2.27it/s]
       5/80      0.94G      1.253      2.036      1.108      1.445          9        640:  33%|███▎      | 172/519 [01:24<02:13,  2.60it/s]
       5/80      0.94G      1.251      2.031      1.105      1.443          9        640:  33%|███▎      | 172/519 [01:25<02:13,  2.60it/s]
       5/80      0.94G      1.251      2.031      1.105      1.443          9        640:  33%|███▎      | 173/519 [01:25<02:09,  2.67it/s]
       5/80      0.94G      1.249      2.027      1.104      1.442          9        640:  33%|███▎      | 173/519 [01:25<02:09,  2.67it/s]
       5/80      0.94G      1.249      2.027      1.104      1.442          9        640:  34%|███▎      | 174/519 [01:25<01:55,  2.98it/s]
       5/80      0.94G      1.251       2.03      1.104      1.443          8        640:  34%|███▎      | 174/519 [01:25<01:55,  2.98it/s]
       5/80      0.94G      1.251       2.03      1.104      1.443          8        640:  34%|███▎      | 175/519 [01:25<01:47,  3.20it/s]
       5/80      0.94G      1.249      2.027      1.103      1.443          8        640:  34%|███▎      | 175/519 [01:26<01:47,  3.20it/s]
       5/80      0.94G      1.249      2.027      1.103      1.443          8        640:  34%|███▍      | 176/519 [01:26<01:35,  3.61it/s]
       5/80      0.94G      1.248      2.025      1.102      1.442          9        640:  34%|███▍      | 176/519 [01:27<01:35,  3.61it/s]
       5/80      0.94G      1.248      2.025      1.102      1.442          9        640:  34%|███▍      | 177/519 [01:27<03:51,  1.48it/s]
       5/80      0.94G      1.247      2.021      1.101       1.44         13        640:  34%|███▍      | 177/519 [01:27<03:51,  1.48it/s]
       5/80      0.94G      1.247      2.021      1.101       1.44         13        640:  34%|███▍      | 178/519 [01:27<03:09,  1.80it/s]
       5/80      0.94G      1.247      2.021      1.102       1.44          7        640:  34%|███▍      | 178/519 [01:28<03:09,  1.80it/s]
       5/80      0.94G      1.247      2.021      1.102       1.44          7        640:  34%|███▍      | 179/519 [01:28<02:34,  2.19it/s]
       5/80      0.94G      1.246      2.021      1.102       1.44         14        640:  34%|███▍      | 179/519 [01:28<02:34,  2.19it/s]
       5/80      0.94G      1.246      2.021      1.102       1.44         14        640:  35%|███▍      | 180/519 [01:28<02:13,  2.54it/s]
       5/80      0.94G      1.246      2.021      1.102      1.441          6        640:  35%|███▍      | 180/519 [01:29<02:13,  2.54it/s]
       5/80      0.94G      1.246      2.021      1.102      1.441          6        640:  35%|███▍      | 181/519 [01:29<03:38,  1.55it/s]
       5/80      0.94G      1.247       2.02      1.101       1.44          8        640:  35%|███▍      | 181/519 [01:29<03:38,  1.55it/s]
       5/80      0.94G      1.247       2.02      1.101       1.44          8        640:  35%|███▌      | 182/519 [01:29<02:53,  1.95it/s]
       5/80      0.94G      1.247       2.02      1.101      1.439         14        640:  35%|███▌      | 182/519 [01:30<02:53,  1.95it/s]
       5/80      0.94G      1.247       2.02      1.101      1.439         14        640:  35%|███▌      | 183/519 [01:30<02:21,  2.37it/s]
       5/80      0.94G      1.247      2.019        1.1      1.439         12        640:  35%|███▌      | 183/519 [01:30<02:21,  2.37it/s]
       5/80      0.94G      1.247      2.019        1.1      1.439         12        640:  35%|███▌      | 184/519 [01:30<01:57,  2.85it/s]
       5/80      0.94G      1.246      2.022        1.1      1.438         10        640:  35%|███▌      | 184/519 [01:31<01:57,  2.85it/s]
       5/80      0.94G      1.246      2.022        1.1      1.438         10        640:  36%|███▌      | 185/519 [01:31<02:52,  1.94it/s]
       5/80      0.94G      1.247      2.024      1.101      1.438         13        640:  36%|███▌      | 185/519 [01:31<02:52,  1.94it/s]
       5/80      0.94G      1.247      2.024      1.101      1.438         13        640:  36%|███▌      | 186/519 [01:31<02:29,  2.23it/s]
       5/80      0.94G       1.25      2.029      1.104       1.44          7        640:  36%|███▌      | 186/519 [01:31<02:29,  2.23it/s]
       5/80      0.94G       1.25      2.029      1.104       1.44          7        640:  36%|███▌      | 187/519 [01:31<02:05,  2.64it/s]
       5/80      0.94G      1.251      2.033      1.105       1.44          9        640:  36%|███▌      | 187/519 [01:31<02:05,  2.64it/s]
       5/80      0.94G      1.251      2.033      1.105       1.44          9        640:  36%|███▌      | 188/519 [01:31<01:55,  2.87it/s]
       5/80      0.94G      1.252      2.031      1.106       1.44          7        640:  36%|███▌      | 188/519 [01:32<01:55,  2.87it/s]
       5/80      0.94G      1.252      2.031      1.106       1.44          7        640:  36%|███▋      | 189/519 [01:32<02:30,  2.20it/s]
       5/80      0.94G      1.252      2.031      1.105       1.44          9        640:  36%|███▋      | 189/519 [01:33<02:30,  2.20it/s]
       5/80      0.94G      1.252      2.031      1.105       1.44          9        640:  37%|███▋      | 190/519 [01:33<02:35,  2.12it/s]
       5/80      0.94G      1.255      2.032       1.11      1.442          4        640:  37%|███▋      | 190/519 [01:33<02:35,  2.12it/s]
       5/80      0.94G      1.255      2.032       1.11      1.442          4        640:  37%|███▋      | 191/519 [01:33<02:10,  2.52it/s]
       5/80      0.94G      1.254      2.029       1.11      1.442         10        640:  37%|███▋      | 191/519 [01:33<02:10,  2.52it/s]
       5/80      0.94G      1.254      2.029       1.11      1.442         10        640:  37%|███▋      | 192/519 [01:33<01:57,  2.78it/s]
       5/80      0.94G      1.253      2.031      1.108      1.441         10        640:  37%|███▋      | 192/519 [01:34<01:57,  2.78it/s]
       5/80      0.94G      1.253      2.031      1.108      1.441         10        640:  37%|███▋      | 193/519 [01:34<02:36,  2.08it/s]
       5/80      0.94G      1.251      2.027      1.107      1.439         11        640:  37%|███▋      | 193/519 [01:35<02:36,  2.08it/s]
       5/80      0.94G      1.251      2.027      1.107      1.439         11        640:  37%|███▋      | 194/519 [01:35<03:09,  1.71it/s]
       5/80      0.94G       1.25      2.024      1.105      1.438         13        640:  37%|███▋      | 194/519 [01:35<03:09,  1.71it/s]
       5/80      0.94G       1.25      2.024      1.105      1.438         13        640:  38%|███▊      | 195/519 [01:35<02:43,  1.98it/s]
       5/80      0.94G      1.249      2.023      1.106      1.436         11        640:  38%|███▊      | 195/519 [01:35<02:43,  1.98it/s]
       5/80      0.94G      1.249      2.023      1.106      1.436         11        640:  38%|███▊      | 196/519 [01:35<02:22,  2.26it/s]
       5/80      0.94G      1.249      2.022      1.105      1.436         15        640:  38%|███▊      | 196/519 [01:36<02:22,  2.26it/s]
       5/80      0.94G      1.249      2.022      1.105      1.436         15        640:  38%|███▊      | 197/519 [01:36<02:09,  2.49it/s]
       5/80      0.94G       1.25      2.023      1.104      1.437         10        640:  38%|███▊      | 197/519 [01:37<02:09,  2.49it/s]
       5/80      0.94G       1.25      2.023      1.104      1.437         10        640:  38%|███▊      | 198/519 [01:37<03:54,  1.37it/s]
       5/80      0.94G      1.249       2.02      1.102      1.436          6        640:  38%|███▊      | 198/519 [01:37<03:54,  1.37it/s]
       5/80      0.94G      1.249       2.02      1.102      1.436          6        640:  38%|███▊      | 199/519 [01:37<03:12,  1.66it/s]
       5/80      0.94G      1.248      2.022      1.102      1.435          9        640:  38%|███▊      | 199/519 [01:38<03:12,  1.66it/s]
       5/80      0.94G      1.248      2.022      1.102      1.435          9        640:  39%|███▊      | 200/519 [01:38<02:29,  2.13it/s]
       5/80      0.94G      1.248      2.022      1.103      1.436         10        640:  39%|███▊      | 200/519 [01:38<02:29,  2.13it/s]
       5/80      0.94G      1.248      2.022      1.103      1.436         10        640:  39%|███▊      | 201/519 [01:38<01:55,  2.76it/s]
       5/80      0.94G      1.247       2.02      1.101      1.435          7        640:  39%|███▊      | 201/519 [01:39<01:55,  2.76it/s]
       5/80      0.94G      1.247       2.02      1.101      1.435          7        640:  39%|███▉      | 202/519 [01:39<03:45,  1.41it/s]
       5/80      0.94G      1.247      2.022        1.1      1.435          7        640:  39%|███▉      | 202/519 [01:40<03:45,  1.41it/s]
       5/80      0.94G      1.247      2.022        1.1      1.435          7        640:  39%|███▉      | 203/519 [01:40<03:07,  1.69it/s]
       5/80      0.94G      1.247      2.022      1.099      1.434         12        640:  39%|███▉      | 203/519 [01:40<03:07,  1.69it/s]
       5/80      0.94G      1.247      2.022      1.099      1.434         12        640:  39%|███▉      | 204/519 [01:40<02:36,  2.01it/s]
       5/80      0.94G      1.246      2.023      1.098      1.434         13        640:  39%|███▉      | 204/519 [01:40<02:36,  2.01it/s]
       5/80      0.94G      1.246      2.023      1.098      1.434         13        640:  39%|███▉      | 205/519 [01:40<02:19,  2.26it/s]
       5/80      0.94G      1.245      2.021      1.098      1.433         11        640:  39%|███▉      | 205/519 [01:42<02:19,  2.26it/s]
       5/80      0.94G      1.245      2.021      1.098      1.433         11        640:  40%|███▉      | 206/519 [01:42<04:09,  1.26it/s]
       5/80      0.94G      1.245       2.02      1.098      1.433         12        640:  40%|███▉      | 206/519 [01:42<04:09,  1.26it/s]
       5/80      0.94G      1.245       2.02      1.098      1.433         12        640:  40%|███▉      | 207/519 [01:42<03:23,  1.53it/s]
       5/80      0.94G      1.246      2.023      1.099      1.433          9        640:  40%|███▉      | 207/519 [01:42<03:23,  1.53it/s]
       5/80      0.94G      1.246      2.023      1.099      1.433          9        640:  40%|████      | 208/519 [01:42<02:56,  1.77it/s]
       5/80      0.94G      1.247      2.023      1.099      1.434         10        640:  40%|████      | 208/519 [01:43<02:56,  1.77it/s]
       5/80      0.94G      1.247      2.023      1.099      1.434         10        640:  40%|████      | 209/519 [01:43<02:36,  1.98it/s]
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       5/80      0.94G      1.241      2.013      1.078      1.423         12        640:  90%|█████████ | 469/519 [03:45<00:24,  2.02it/s]
       5/80      0.94G      1.241      2.013      1.078      1.423         11        640:  90%|█████████ | 469/519 [03:45<00:24,  2.02it/s]
       5/80      0.94G      1.241      2.013      1.078      1.423         11        640:  91%|█████████ | 470/519 [03:45<00:20,  2.35it/s]
       5/80      0.94G       1.24      2.012      1.077      1.423         11        640:  91%|█████████ | 470/519 [03:45<00:20,  2.35it/s]
       5/80      0.94G       1.24      2.012      1.077      1.423         11        640:  91%|█████████ | 471/519 [03:45<00:18,  2.65it/s]
       5/80      0.94G      1.241      2.011      1.077      1.423          9        640:  91%|█████████ | 471/519 [03:46<00:18,  2.65it/s]
       5/80      0.94G      1.241      2.011      1.077      1.423          9        640:  91%|█████████ | 472/519 [03:46<00:15,  3.00it/s]
       5/80      0.94G       1.24      2.013      1.077      1.423         12        640:  91%|█████████ | 472/519 [03:47<00:15,  3.00it/s]
       5/80      0.94G       1.24      2.013      1.077      1.423         12        640:  91%|█████████ | 473/519 [03:47<00:31,  1.44it/s]
       5/80      0.94G      1.241      2.012      1.078      1.423         13        640:  91%|█████████ | 473/519 [03:47<00:31,  1.44it/s]
       5/80      0.94G      1.241      2.012      1.078      1.423         13        640:  91%|█████████▏| 474/519 [03:47<00:24,  1.84it/s]
       5/80      0.94G       1.24      2.011      1.077      1.422          8        640:  91%|█████████▏| 474/519 [03:48<00:24,  1.84it/s]
       5/80      0.94G       1.24      2.011      1.077      1.422          8        640:  92%|█████████▏| 475/519 [03:48<00:19,  2.23it/s]
       5/80      0.94G       1.24      2.011      1.077      1.422          9        640:  92%|█████████▏| 475/519 [03:48<00:19,  2.23it/s]
       5/80      0.94G       1.24      2.011      1.077      1.422          9        640:  92%|█████████▏| 476/519 [03:48<00:16,  2.59it/s]
       5/80      0.94G       1.24      2.011      1.078      1.423          9        640:  92%|█████████▏| 476/519 [03:49<00:16,  2.59it/s]
       5/80      0.94G       1.24      2.011      1.078      1.423          9        640:  92%|█████████▏| 477/519 [03:49<00:26,  1.59it/s]
       5/80      0.94G       1.24      2.013      1.079      1.422         11        640:  92%|█████████▏| 477/519 [03:49<00:26,  1.59it/s]
       5/80      0.94G       1.24      2.013      1.079      1.422         11        640:  92%|█████████▏| 478/519 [03:49<00:20,  2.02it/s]
       5/80      0.94G      1.239      2.013      1.079      1.422         10        640:  92%|█████████▏| 478/519 [03:49<00:20,  2.02it/s]
       5/80      0.94G      1.239      2.013      1.079      1.422         10        640:  92%|█████████▏| 479/519 [03:49<00:16,  2.37it/s]
       5/80      0.94G      1.239      2.011      1.078      1.422         11        640:  92%|█████████▏| 479/519 [03:50<00:16,  2.37it/s]
       5/80      0.94G      1.239      2.011      1.078      1.422         11        640:  92%|█████████▏| 480/519 [03:50<00:14,  2.75it/s]
       5/80      0.94G       1.24      2.012      1.079      1.422         10        640:  92%|█████████▏| 480/519 [03:51<00:14,  2.75it/s]
       5/80      0.94G       1.24      2.012      1.079      1.422         10        640:  93%|█████████▎| 481/519 [03:51<00:26,  1.41it/s]
       5/80      0.94G      1.239      2.011      1.079      1.421         12        640:  93%|█████████▎| 481/519 [03:51<00:26,  1.41it/s]
       5/80      0.94G      1.239      2.011      1.079      1.421         12        640:  93%|█████████▎| 482/519 [03:51<00:21,  1.73it/s]
       5/80      0.94G      1.239      2.012      1.079      1.421         13        640:  93%|█████████▎| 482/519 [03:52<00:21,  1.73it/s]
       5/80      0.94G      1.239      2.012      1.079      1.421         13        640:  93%|█████████▎| 483/519 [03:52<00:16,  2.13it/s]
       5/80      0.94G      1.239      2.013       1.08      1.421          6        640:  93%|█████████▎| 483/519 [03:52<00:16,  2.13it/s]
       5/80      0.94G      1.239      2.013       1.08      1.421          6        640:  93%|█████████▎| 484/519 [03:52<00:14,  2.41it/s]
       5/80      0.94G      1.239      2.012      1.079      1.421         10        640:  93%|█████████▎| 484/519 [03:53<00:14,  2.41it/s]
       5/80      0.94G      1.239      2.012      1.079      1.421         10        640:  93%|█████████▎| 485/519 [03:53<00:19,  1.71it/s]
       5/80      0.94G      1.239      2.012      1.079      1.421          8        640:  93%|█████████▎| 485/519 [03:53<00:19,  1.71it/s]
       5/80      0.94G      1.239      2.012      1.079      1.421          8        640:  94%|█████████▎| 486/519 [03:53<00:14,  2.20it/s]
       5/80      0.94G      1.239      2.014      1.079      1.421         14        640:  94%|█████████▎| 486/519 [03:53<00:14,  2.20it/s]
       5/80      0.94G      1.239      2.014      1.079      1.421         14        640:  94%|█████████▍| 487/519 [03:53<00:12,  2.57it/s]
       5/80      0.94G      1.238      2.013      1.078      1.421         10        640:  94%|█████████▍| 487/519 [03:53<00:12,  2.57it/s]
       5/80      0.94G      1.238      2.013      1.078      1.421         10        640:  94%|█████████▍| 488/519 [03:53<00:10,  3.03it/s]
       5/80      0.94G      1.239      2.013      1.078      1.421         16        640:  94%|█████████▍| 488/519 [03:55<00:10,  3.03it/s]
       5/80      0.94G      1.239      2.013      1.078      1.421         16        640:  94%|█████████▍| 489/519 [03:55<00:18,  1.60it/s]
       5/80      0.94G      1.238      2.012      1.078       1.42          9        640:  94%|█████████▍| 489/519 [03:55<00:18,  1.60it/s]
       5/80      0.94G      1.238      2.012      1.078       1.42          9        640:  94%|█████████▍| 490/519 [03:55<00:15,  1.93it/s]
       5/80      0.94G      1.238      2.012      1.078      1.421         11        640:  94%|█████████▍| 490/519 [03:55<00:15,  1.93it/s]
       5/80      0.94G      1.238      2.012      1.078      1.421         11        640:  95%|█████████▍| 491/519 [03:55<00:11,  2.38it/s]
       5/80      0.94G      1.238      2.012      1.077      1.421          9        640:  95%|█████████▍| 491/519 [03:55<00:11,  2.38it/s]
       5/80      0.94G      1.238      2.012      1.077      1.421          9        640:  95%|█████████▍| 492/519 [03:55<00:10,  2.70it/s]
       5/80      0.94G      1.238      2.012      1.077      1.421         12        640:  95%|█████████▍| 492/519 [03:57<00:10,  2.70it/s]
       5/80      0.94G      1.238      2.012      1.077      1.421         12        640:  95%|█████████▍| 493/519 [03:57<00:18,  1.41it/s]
       5/80      0.94G      1.238      2.011      1.078       1.42         14        640:  95%|█████████▍| 493/519 [03:57<00:18,  1.41it/s]
       5/80      0.94G      1.238      2.011      1.078       1.42         14        640:  95%|█████████▌| 494/519 [03:57<00:14,  1.77it/s]
       5/80      0.94G      1.238      2.011      1.078       1.42          9        640:  95%|█████████▌| 494/519 [03:57<00:14,  1.77it/s]
       5/80      0.94G      1.238      2.011      1.078       1.42          9        640:  95%|█████████▌| 495/519 [03:57<00:11,  2.14it/s]
       5/80      0.94G      1.238       2.01      1.078      1.421         11        640:  95%|█████████▌| 495/519 [03:58<00:11,  2.14it/s]
       5/80      0.94G      1.238       2.01      1.078      1.421         11        640:  96%|█████████▌| 496/519 [03:58<00:09,  2.48it/s]
       5/80      0.94G      1.238      2.011      1.078      1.421         10        640:  96%|█████████▌| 496/519 [03:59<00:09,  2.48it/s]
       5/80      0.94G      1.238      2.011      1.078      1.421         10        640:  96%|█████████▌| 497/519 [03:59<00:13,  1.69it/s]
       5/80      0.94G      1.238       2.01      1.078      1.421         12        640:  96%|█████████▌| 497/519 [03:59<00:13,  1.69it/s]
       5/80      0.94G      1.238       2.01      1.078      1.421         12        640:  96%|█████████▌| 498/519 [03:59<00:10,  2.05it/s]
       5/80      0.94G      1.239       2.01      1.077      1.421         15        640:  96%|█████████▌| 498/519 [03:59<00:10,  2.05it/s]
       5/80      0.94G      1.239       2.01      1.077      1.421         15        640:  96%|█████████▌| 499/519 [03:59<00:08,  2.47it/s]
       5/80      0.94G      1.238       2.01      1.077       1.42         15        640:  96%|█████████▌| 499/519 [03:59<00:08,  2.47it/s]
       5/80      0.94G      1.238       2.01      1.077       1.42         15        640:  96%|█████████▋| 500/519 [03:59<00:06,  2.73it/s]
       5/80      0.94G      1.238      2.009      1.077       1.42         14        640:  96%|█████████▋| 500/519 [04:00<00:06,  2.73it/s]
       5/80      0.94G      1.238      2.009      1.077       1.42         14        640:  97%|█████████▋| 501/519 [04:00<00:09,  1.93it/s]
       5/80      0.94G      1.238       2.01      1.077       1.42         14        640:  97%|█████████▋| 501/519 [04:01<00:09,  1.93it/s]
       5/80      0.94G      1.238       2.01      1.077       1.42         14        640:  97%|█████████▋| 502/519 [04:01<00:07,  2.30it/s]
       5/80      0.94G      1.239       2.01      1.078       1.42         11        640:  97%|█████████▋| 502/519 [04:01<00:07,  2.30it/s]
       5/80      0.94G      1.239       2.01      1.078       1.42         11        640:  97%|█████████▋| 503/519 [04:01<00:06,  2.57it/s]
       5/80      0.94G      1.238       2.01      1.077       1.42         13        640:  97%|█████████▋| 503/519 [04:01<00:06,  2.57it/s]
       5/80      0.94G      1.238       2.01      1.077       1.42         13        640:  97%|█████████▋| 504/519 [04:01<00:05,  2.99it/s]
       5/80      0.94G      1.238       2.01      1.077       1.42         11        640:  97%|█████████▋| 504/519 [04:02<00:05,  2.99it/s]
       5/80      0.94G      1.238       2.01      1.077       1.42         11        640:  97%|█████████▋| 505/519 [04:02<00:06,  2.27it/s]
       5/80      0.94G      1.238       2.01      1.076       1.42          9        640:  97%|█████████▋| 505/519 [04:02<00:06,  2.27it/s]
       5/80      0.94G      1.238       2.01      1.076       1.42          9        640:  97%|█████████▋| 506/519 [04:02<00:05,  2.54it/s]
       5/80      0.94G      1.238       2.01      1.076       1.42         11        640:  97%|█████████▋| 506/519 [04:02<00:05,  2.54it/s]
       5/80      0.94G      1.238       2.01      1.076       1.42         11        640:  98%|█████████▊| 507/519 [04:02<00:04,  2.81it/s]
       5/80      0.94G      1.238       2.01      1.076       1.42          9        640:  98%|█████████▊| 507/519 [04:02<00:04,  2.81it/s]
       5/80      0.94G      1.238       2.01      1.076       1.42          9        640:  98%|█████████▊| 508/519 [04:03<00:04,  2.42it/s]
       5/80      0.94G      1.238       2.01      1.076       1.42         13        640:  98%|█████████▊| 508/519 [04:04<00:04,  2.42it/s]
       5/80      0.94G      1.238       2.01      1.076       1.42         13        640:  98%|█████████▊| 509/519 [04:04<00:05,  1.67it/s]
       5/80      0.94G      1.237      2.009      1.075      1.419         12        640:  98%|█████████▊| 509/519 [04:04<00:05,  1.67it/s]
       5/80      0.94G      1.237      2.009      1.075      1.419         12        640:  98%|█████████▊| 510/519 [04:04<00:04,  2.06it/s]
       5/80      0.94G      1.237      2.008      1.074      1.419         14        640:  98%|█████████▊| 510/519 [04:05<00:04,  2.06it/s]
       5/80      0.94G      1.237      2.008      1.074      1.419         14        640:  98%|█████████▊| 511/519 [04:05<00:04,  1.92it/s]
       5/80      0.94G      1.237      2.009      1.075       1.42         11        640:  98%|█████████▊| 511/519 [04:05<00:04,  1.92it/s]
       5/80      0.94G      1.237      2.009      1.075       1.42         11        640:  99%|█████████▊| 512/519 [04:05<00:03,  2.22it/s]
       5/80      0.94G      1.237       2.01      1.075       1.42          7        640:  99%|█████████▊| 512/519 [04:06<00:03,  2.22it/s]
       5/80      0.94G      1.237       2.01      1.075       1.42          7        640:  99%|█████████▉| 513/519 [04:06<00:02,  2.14it/s]
       5/80      0.94G      1.237       2.01      1.075       1.42         10        640:  99%|█████████▉| 513/519 [04:06<00:02,  2.14it/s]
       5/80      0.94G      1.237       2.01      1.075       1.42         10        640:  99%|█████████▉| 514/519 [04:06<00:02,  2.39it/s]
       5/80      0.94G      1.237      2.009      1.074       1.42          8        640:  99%|█████████▉| 514/519 [04:07<00:02,  2.39it/s]
       5/80      0.94G      1.237      2.009      1.074       1.42          8        640:  99%|█████████▉| 515/519 [04:07<00:02,  1.99it/s]
       5/80      0.94G      1.236      2.009      1.074      1.419         11        640:  99%|█████████▉| 515/519 [04:07<00:02,  1.99it/s]
       5/80      0.94G      1.236      2.009      1.074      1.419         11        640:  99%|█████████▉| 516/519 [04:07<00:01,  2.49it/s]
       5/80      0.94G      1.236       2.01      1.074      1.419          7        640:  99%|█████████▉| 516/519 [04:07<00:01,  2.49it/s]
       5/80      0.94G      1.236       2.01      1.074      1.419          7        640: 100%|█████████▉| 517/519 [04:07<00:00,  2.74it/s]
       5/80      0.94G      1.236       2.01      1.074      1.419          8        640: 100%|█████████▉| 517/519 [04:07<00:00,  2.74it/s]
       5/80      0.94G      1.236       2.01      1.074      1.419          8        640: 100%|█████████▉| 518/519 [04:07<00:00,  3.43it/s]
       5/80      0.94G      1.236       2.01      1.073      1.419          5        640: 100%|█████████▉| 518/519 [04:07<00:00,  3.43it/s]
       5/80      0.94G      1.236       2.01      1.073      1.419          5        640: 100%|██████████| 519/519 [04:07<00:00,  3.78it/s]
       5/80      0.94G      1.236       2.01      1.073      1.419          5        640: 100%|██████████| 519/519 [04:07<00:00,  2.09it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:44,  6.31s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:59,  2.85s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:48,  1.75s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:16,  1.25s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<00:59,  1.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:50,  1.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:41,  1.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:36,  1.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:30,  1.81it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:26,  2.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:20,  2.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:10<00:12,  4.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:10<00:09,  5.43it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:11<00:16,  3.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:12<00:22,  2.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:13<00:24,  1.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:13<00:24,  1.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:14<00:26,  1.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:15<00:29,  1.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:31,  1.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:31,  1.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:28,  1.41it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:18<00:24,  1.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:18,  2.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:14,  2.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:11,  3.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:09,  3.83it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:07,  4.49it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:19<00:05,  5.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:05,  6.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:05,  6.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:04,  6.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:20<00:03,  7.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:04,  6.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.58it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:02,  7.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:02,  8.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:20<00:02,  7.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  5.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:03,  4.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  5.75it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:22<00:01,  7.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:22<00:01,  8.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  8.46it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  89%|████████▉ | 58/65 [00:22<00:00,  9.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.36it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:22<00:00,  9.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:23<00:00,  9.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.77it/s]
+                   all        519        519      0.817      0.642      0.757      0.457      0.822      0.639      0.751      0.436
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
       6/80      0.94G      1.501      2.095      1.354      1.563          8        640:   0%|          | 0/519 [00:04<?, ?it/s]
       6/80      0.94G      1.501      2.095      1.354      1.563          8        640:   0%|          | 1/519 [00:04<36:46,  4.26s/it]
       6/80      0.94G       1.76      2.703      1.518      1.766         12        640:   0%|          | 1/519 [00:04<36:46,  4.26s/it]
       6/80      0.94G       1.76      2.703      1.518      1.766         12        640:   0%|          | 2/519 [00:04<16:02,  1.86s/it]
       6/80      0.94G      1.564      2.375      1.293      1.626         13        640:   0%|          | 2/519 [00:04<16:02,  1.86s/it]
       6/80      0.94G      1.564      2.375      1.293      1.626         13        640:   1%|          | 3/519 [00:04<09:22,  1.09s/it]
       6/80      0.94G      1.599      2.364      1.437      1.657          8        640:   1%|          | 3/519 [00:04<09:22,  1.09s/it]
       6/80      0.94G      1.599      2.364      1.437      1.657          8        640:   1%|          | 4/519 [00:04<06:32,  1.31it/s]
       6/80      0.94G      1.504      2.297      1.336      1.578         10        640:   1%|          | 4/519 [00:05<06:32,  1.31it/s]
       6/80      0.94G      1.504      2.297      1.336      1.578         10        640:   1%|          | 5/519 [00:05<06:07,  1.40it/s]
       6/80      0.94G        1.5      2.396      1.373      1.595         11        640:   1%|          | 5/519 [00:05<06:07,  1.40it/s]
       6/80      0.94G        1.5      2.396      1.373      1.595         11        640:   1%|          | 6/519 [00:05<04:37,  1.85it/s]
       6/80      0.94G      1.422      2.244      1.274      1.526         13        640:   1%|          | 6/519 [00:05<04:37,  1.85it/s]
       6/80      0.94G      1.422      2.244      1.274      1.526         13        640:   1%|▏         | 7/519 [00:05<03:46,  2.26it/s]
       6/80      0.94G      1.384      2.166      1.207      1.502         12        640:   1%|▏         | 7/519 [00:06<03:46,  2.26it/s]
       6/80      0.94G      1.384      2.166      1.207      1.502         12        640:   2%|▏         | 8/519 [00:06<03:13,  2.64it/s]
       6/80      0.94G      1.343       2.22      1.171      1.485         12        640:   2%|▏         | 8/519 [00:07<03:13,  2.64it/s]
       6/80      0.94G      1.343       2.22      1.171      1.485         12        640:   2%|▏         | 9/519 [00:07<05:56,  1.43it/s]
       6/80      0.94G      1.344      2.262      1.175      1.487          6        640:   2%|▏         | 9/519 [00:07<05:56,  1.43it/s]
       6/80      0.94G      1.344      2.262      1.175      1.487          6        640:   2%|▏         | 10/519 [00:07<04:54,  1.73it/s]
       6/80      0.94G      1.312      2.186      1.159      1.469         10        640:   2%|▏         | 10/519 [00:08<04:54,  1.73it/s]
       6/80      0.94G      1.312      2.186      1.159      1.469         10        640:   2%|▏         | 11/519 [00:08<03:59,  2.12it/s]
       6/80      0.94G      1.298      2.118      1.126      1.446         12        640:   2%|▏         | 11/519 [00:08<03:59,  2.12it/s]
       6/80      0.94G      1.298      2.118      1.126      1.446         12        640:   2%|▏         | 12/519 [00:08<03:21,  2.52it/s]
       6/80      0.94G      1.302      2.118      1.106      1.442         10        640:   2%|▏         | 12/519 [00:09<03:21,  2.52it/s]
       6/80      0.94G      1.302      2.118      1.106      1.442         10        640:   3%|▎         | 13/519 [00:09<05:44,  1.47it/s]
       6/80      0.94G      1.294      2.095      1.089      1.428         13        640:   3%|▎         | 13/519 [00:09<05:44,  1.47it/s]
       6/80      0.94G      1.294      2.095      1.089      1.428         13        640:   3%|▎         | 14/519 [00:09<04:19,  1.95it/s]
       6/80      0.94G        1.3      2.075      1.103       1.42         10        640:   3%|▎         | 14/519 [00:10<04:19,  1.95it/s]
       6/80      0.94G        1.3      2.075      1.103       1.42         10        640:   3%|▎         | 15/519 [00:10<03:29,  2.41it/s]
       6/80      0.94G      1.277      2.043      1.088      1.412         10        640:   3%|▎         | 15/519 [00:10<03:29,  2.41it/s]
       6/80      0.94G      1.277      2.043      1.088      1.412         10        640:   3%|▎         | 16/519 [00:10<03:01,  2.77it/s]
       6/80      0.94G      1.272      2.013      1.076      1.405         12        640:   3%|▎         | 16/519 [00:11<03:01,  2.77it/s]
       6/80      0.94G      1.272      2.013      1.076      1.405         12        640:   3%|▎         | 17/519 [00:11<05:54,  1.42it/s]
       6/80      0.94G      1.273      2.015      1.071      1.409          7        640:   3%|▎         | 17/519 [00:11<05:54,  1.42it/s]
       6/80      0.94G      1.273      2.015      1.071      1.409          7        640:   3%|▎         | 18/519 [00:11<04:33,  1.83it/s]
       6/80      0.94G      1.276      2.038       1.07      1.417         12        640:   3%|▎         | 18/519 [00:12<04:33,  1.83it/s]
       6/80      0.94G      1.276      2.038       1.07      1.417         12        640:   4%|▎         | 19/519 [00:12<03:36,  2.31it/s]
       6/80      0.94G      1.275      2.054      1.076      1.421         11        640:   4%|▎         | 19/519 [00:12<03:36,  2.31it/s]
       6/80      0.94G      1.275      2.054      1.076      1.421         11        640:   4%|▍         | 20/519 [00:12<03:11,  2.60it/s]
       6/80      0.94G      1.267      2.058      1.078      1.419         11        640:   4%|▍         | 20/519 [00:13<03:11,  2.60it/s]
       6/80      0.94G      1.267      2.058      1.078      1.419         11        640:   4%|▍         | 21/519 [00:13<05:38,  1.47it/s]
       6/80      0.94G      1.261      2.041      1.073      1.411          9        640:   4%|▍         | 21/519 [00:13<05:38,  1.47it/s]
       6/80      0.94G      1.261      2.041      1.073      1.411          9        640:   4%|▍         | 22/519 [00:13<04:21,  1.90it/s]
       6/80      0.94G      1.269      2.041      1.091      1.416          9        640:   4%|▍         | 22/519 [00:14<04:21,  1.90it/s]
       6/80      0.94G      1.269      2.041      1.091      1.416          9        640:   4%|▍         | 23/519 [00:14<03:28,  2.37it/s]
       6/80      0.94G      1.264      2.038      1.081      1.422          8        640:   4%|▍         | 23/519 [00:14<03:28,  2.37it/s]
       6/80      0.94G      1.264      2.038      1.081      1.422          8        640:   5%|▍         | 24/519 [00:14<02:55,  2.82it/s]
       6/80      0.94G      1.271      2.043      1.074       1.42         10        640:   5%|▍         | 24/519 [00:15<02:55,  2.82it/s]
       6/80      0.94G      1.271      2.043      1.074       1.42         10        640:   5%|▍         | 25/519 [00:15<03:55,  2.10it/s]
       6/80      0.94G      1.273      2.022       1.08      1.421         10        640:   5%|▍         | 25/519 [00:15<03:55,  2.10it/s]
       6/80      0.94G      1.273      2.022       1.08      1.421         10        640:   5%|▌         | 26/519 [00:15<03:31,  2.33it/s]
       6/80      0.94G      1.284      2.026      1.084       1.43         12        640:   5%|▌         | 26/519 [00:15<03:31,  2.33it/s]
       6/80      0.94G      1.284      2.026      1.084       1.43         12        640:   5%|▌         | 27/519 [00:15<03:07,  2.62it/s]
       6/80      0.94G      1.294      2.017      1.088      1.444         11        640:   5%|▌         | 27/519 [00:15<03:07,  2.62it/s]
       6/80      0.94G      1.294      2.017      1.088      1.444         11        640:   5%|▌         | 28/519 [00:15<02:40,  3.05it/s]
       6/80      0.94G      1.304      2.007      1.085      1.445         11        640:   5%|▌         | 28/519 [00:16<02:40,  3.05it/s]
       6/80      0.94G      1.304      2.007      1.085      1.445         11        640:   6%|▌         | 29/519 [00:16<04:15,  1.92it/s]
       6/80      0.94G      1.308      2.054      1.097      1.459          8        640:   6%|▌         | 29/519 [00:17<04:15,  1.92it/s]
       6/80      0.94G      1.308      2.054      1.097      1.459          8        640:   6%|▌         | 30/519 [00:17<03:32,  2.30it/s]
       6/80      0.94G      1.302      2.043      1.094      1.453         12        640:   6%|▌         | 30/519 [00:17<03:32,  2.30it/s]
       6/80      0.94G      1.302      2.043      1.094      1.453         12        640:   6%|▌         | 31/519 [00:17<02:58,  2.73it/s]
       6/80      0.94G      1.341      2.058      1.119      1.476          6        640:   6%|▌         | 31/519 [00:17<02:58,  2.73it/s]
       6/80      0.94G      1.341      2.058      1.119      1.476          6        640:   6%|▌         | 32/519 [00:17<02:38,  3.07it/s]
       6/80      0.94G      1.345      2.055       1.12      1.474         12        640:   6%|▌         | 32/519 [00:18<02:38,  3.07it/s]
       6/80      0.94G      1.345      2.055       1.12      1.474         12        640:   6%|▋         | 33/519 [00:18<04:01,  2.01it/s]
       6/80      0.94G      1.343      2.062      1.124      1.479          9        640:   6%|▋         | 33/519 [00:18<04:01,  2.01it/s]
       6/80      0.94G      1.343      2.062      1.124      1.479          9        640:   7%|▋         | 34/519 [00:18<03:20,  2.42it/s]
       6/80      0.94G       1.34      2.046      1.123       1.48          8        640:   7%|▋         | 34/519 [00:18<03:20,  2.42it/s]
       6/80      0.94G       1.34      2.046      1.123       1.48          8        640:   7%|▋         | 35/519 [00:18<02:59,  2.70it/s]
       6/80      0.94G      1.338      2.049      1.116      1.481          7        640:   7%|▋         | 35/519 [00:19<02:59,  2.70it/s]
       6/80      0.94G      1.338      2.049      1.116      1.481          7        640:   7%|▋         | 36/519 [00:19<02:37,  3.07it/s]
       6/80      0.94G      1.335      2.054      1.111      1.477         13        640:   7%|▋         | 36/519 [00:20<02:37,  3.07it/s]
       6/80      0.94G      1.335      2.054      1.111      1.477         13        640:   7%|▋         | 37/519 [00:20<04:57,  1.62it/s]
       6/80      0.94G      1.336      2.046      1.104      1.476         14        640:   7%|▋         | 37/519 [00:20<04:57,  1.62it/s]
       6/80      0.94G      1.336      2.046      1.104      1.476         14        640:   7%|▋         | 38/519 [00:20<04:00,  2.00it/s]
       6/80      0.94G      1.341      2.043      1.098      1.477         12        640:   7%|▋         | 38/519 [00:20<04:00,  2.00it/s]
       6/80      0.94G      1.341      2.043      1.098      1.477         12        640:   8%|▊         | 39/519 [00:20<03:20,  2.39it/s]
       6/80      0.94G      1.337      2.029      1.093      1.471         10        640:   8%|▊         | 39/519 [00:21<03:20,  2.39it/s]
       6/80      0.94G      1.337      2.029      1.093      1.471         10        640:   8%|▊         | 40/519 [00:21<03:08,  2.54it/s]
       6/80      0.94G      1.347      2.021      1.089      1.479          8        640:   8%|▊         | 40/519 [00:22<03:08,  2.54it/s]
       6/80      0.94G      1.347      2.021      1.089      1.479          8        640:   8%|▊         | 41/519 [00:22<05:10,  1.54it/s]
       6/80      0.94G      1.344      2.036      1.086      1.477         13        640:   8%|▊         | 41/519 [00:22<05:10,  1.54it/s]
       6/80      0.94G      1.344      2.036      1.086      1.477         13        640:   8%|▊         | 42/519 [00:22<04:28,  1.77it/s]
       6/80      0.94G      1.341      2.037      1.084      1.474         14        640:   8%|▊         | 42/519 [00:23<04:28,  1.77it/s]
       6/80      0.94G      1.341      2.037      1.084      1.474         14        640:   8%|▊         | 43/519 [00:23<03:53,  2.04it/s]
       6/80      0.94G      1.341      2.032      1.079      1.469         14        640:   8%|▊         | 43/519 [00:23<03:53,  2.04it/s]
       6/80      0.94G      1.341      2.032      1.079      1.469         14        640:   8%|▊         | 44/519 [00:23<03:30,  2.25it/s]
       6/80      0.94G      1.335      2.026      1.078      1.469         10        640:   8%|▊         | 44/519 [00:24<03:30,  2.25it/s]
       6/80      0.94G      1.335      2.026      1.078      1.469         10        640:   9%|▊         | 45/519 [00:24<04:12,  1.88it/s]
       6/80      0.94G      1.325      2.016       1.07      1.462          8        640:   9%|▊         | 45/519 [00:24<04:12,  1.88it/s]
       6/80      0.94G      1.325      2.016       1.07      1.462          8        640:   9%|▉         | 46/519 [00:24<03:35,  2.20it/s]
       6/80      0.94G      1.321      2.014       1.07       1.46         14        640:   9%|▉         | 46/519 [00:24<03:35,  2.20it/s]
       6/80      0.94G      1.321      2.014       1.07       1.46         14        640:   9%|▉         | 47/519 [00:24<03:07,  2.51it/s]
       6/80      0.94G      1.323      2.022      1.069      1.463          8        640:   9%|▉         | 47/519 [00:24<03:07,  2.51it/s]
       6/80      0.94G      1.323      2.022      1.069      1.463          8        640:   9%|▉         | 48/519 [00:24<02:50,  2.76it/s]
       6/80      0.94G      1.321      2.015      1.066      1.458         15        640:   9%|▉         | 48/519 [00:25<02:50,  2.76it/s]
       6/80      0.94G      1.321      2.015      1.066      1.458         15        640:   9%|▉         | 49/519 [00:25<03:45,  2.08it/s]
       6/80      0.94G       1.32      2.009      1.065      1.457          9        640:   9%|▉         | 49/519 [00:25<03:45,  2.08it/s]
       6/80      0.94G       1.32      2.009      1.065      1.457          9        640:  10%|▉         | 50/519 [00:25<03:09,  2.47it/s]
       6/80      0.94G      1.319      2.003      1.068      1.454         12        640:  10%|▉         | 50/519 [00:26<03:09,  2.47it/s]
       6/80      0.94G      1.319      2.003      1.068      1.454         12        640:  10%|▉         | 51/519 [00:26<03:33,  2.19it/s]
       6/80      0.94G      1.312      1.995      1.063      1.449         11        640:  10%|▉         | 51/519 [00:26<03:33,  2.19it/s]
       6/80      0.94G      1.312      1.995      1.063      1.449         11        640:  10%|█         | 52/519 [00:26<02:58,  2.61it/s]
       6/80      0.94G      1.311      1.995      1.061      1.447         13        640:  10%|█         | 52/519 [00:27<02:58,  2.61it/s]
       6/80      0.94G      1.311      1.995      1.061      1.447         13        640:  10%|█         | 53/519 [00:27<03:34,  2.17it/s]
       6/80      0.94G      1.311       1.99      1.056      1.444         11        640:  10%|█         | 53/519 [00:27<03:34,  2.17it/s]
       6/80      0.94G      1.311       1.99      1.056      1.444         11        640:  10%|█         | 54/519 [00:27<03:10,  2.43it/s]
       6/80      0.94G      1.308      1.982      1.057      1.439          9        640:  10%|█         | 54/519 [00:27<03:10,  2.43it/s]
       6/80      0.94G      1.308      1.982      1.057      1.439          9        640:  11%|█         | 55/519 [00:27<02:45,  2.80it/s]
       6/80      0.94G      1.311      2.004      1.056      1.444          8        640:  11%|█         | 55/519 [00:28<02:45,  2.80it/s]
       6/80      0.94G      1.311      2.004      1.056      1.444          8        640:  11%|█         | 56/519 [00:28<02:28,  3.11it/s]
       6/80      0.94G      1.306      2.002      1.052      1.441         11        640:  11%|█         | 56/519 [00:29<02:28,  3.11it/s]
       6/80      0.94G      1.306      2.002      1.052      1.441         11        640:  11%|█         | 57/519 [00:29<04:44,  1.62it/s]
       6/80      0.94G      1.312      1.999      1.054      1.447          7        640:  11%|█         | 57/519 [00:29<04:44,  1.62it/s]
       6/80      0.94G      1.312      1.999      1.054      1.447          7        640:  11%|█         | 58/519 [00:29<04:00,  1.92it/s]
       6/80      0.94G      1.303      1.988      1.049      1.443         10        640:  11%|█         | 58/519 [00:29<04:00,  1.92it/s]
       6/80      0.94G      1.303      1.988      1.049      1.443         10        640:  11%|█▏        | 59/519 [00:29<03:19,  2.31it/s]
       6/80      0.94G      1.301      1.986      1.048      1.441          9        640:  11%|█▏        | 59/519 [00:30<03:19,  2.31it/s]
       6/80      0.94G      1.301      1.986      1.048      1.441          9        640:  12%|█▏        | 60/519 [00:30<02:48,  2.72it/s]
       6/80      0.94G      1.302      1.981      1.046      1.441         15        640:  12%|█▏        | 60/519 [00:31<02:48,  2.72it/s]
       6/80      0.94G      1.302      1.981      1.046      1.441         15        640:  12%|█▏        | 61/519 [00:31<04:22,  1.74it/s]
       6/80      0.94G      1.299      1.977      1.042      1.437         14        640:  12%|█▏        | 61/519 [00:31<04:22,  1.74it/s]
       6/80      0.94G      1.295      1.974      1.038      1.433         11        640:  12%|█▏        | 61/519 [00:31<04:22,  1.74it/s]
       6/80      0.94G      1.295      1.974      1.038      1.433         11        640:  12%|█▏        | 63/519 [00:31<02:35,  2.94it/s]
       6/80      0.94G       1.29      1.972      1.041      1.431          7        640:  12%|█▏        | 63/519 [00:31<02:35,  2.94it/s]
       6/80      0.94G      1.286      1.968       1.04      1.429         11        640:  12%|█▏        | 63/519 [00:33<02:35,  2.94it/s]
       6/80      0.94G      1.286      1.968       1.04      1.429         11        640:  13%|█▎        | 65/519 [00:33<05:04,  1.49it/s]
       6/80      0.94G       1.28      1.961      1.037      1.427          6        640:  13%|█▎        | 65/519 [00:33<05:04,  1.49it/s]
       6/80      0.94G       1.28      1.961      1.037      1.427          6        640:  13%|█▎        | 66/519 [00:33<04:19,  1.75it/s]
       6/80      0.94G      1.286      1.971      1.039       1.43          9        640:  13%|█▎        | 66/519 [00:34<04:19,  1.75it/s]
       6/80      0.94G      1.286      1.971      1.039       1.43          9        640:  13%|█▎        | 67/519 [00:34<03:38,  2.07it/s]
       6/80      0.94G      1.283      1.966      1.036      1.428         16        640:  13%|█▎        | 67/519 [00:34<03:38,  2.07it/s]
       6/80      0.94G      1.283      1.966      1.036      1.428         16        640:  13%|█▎        | 68/519 [00:34<03:04,  2.45it/s]
       6/80      0.94G      1.285      1.971      1.037      1.429         10        640:  13%|█▎        | 68/519 [00:35<03:04,  2.45it/s]
       6/80      0.94G      1.285      1.971      1.037      1.429         10        640:  13%|█▎        | 69/519 [00:35<04:53,  1.53it/s]
       6/80      0.94G      1.284      1.976      1.038      1.429         12        640:  13%|█▎        | 69/519 [00:35<04:53,  1.53it/s]
       6/80      0.94G      1.284      1.976      1.038      1.429         12        640:  13%|█▎        | 70/519 [00:35<03:58,  1.88it/s]
       6/80      0.94G      1.284      1.976      1.042      1.431          6        640:  13%|█▎        | 70/519 [00:35<03:58,  1.88it/s]
       6/80      0.94G      1.287       1.98      1.042      1.429         10        640:  13%|█▎        | 70/519 [00:36<03:58,  1.88it/s]
       6/80      0.94G      1.287       1.98      1.042      1.429         10        640:  14%|█▍        | 72/519 [00:36<02:34,  2.88it/s]
       6/80      0.94G      1.285      1.979      1.039      1.429         10        640:  14%|█▍        | 72/519 [00:37<02:34,  2.88it/s]
       6/80      0.94G      1.285      1.979      1.039      1.429         10        640:  14%|█▍        | 73/519 [00:37<03:52,  1.91it/s]
       6/80      0.94G       1.28      1.975      1.037      1.425         11        640:  14%|█▍        | 73/519 [00:37<03:52,  1.91it/s]
       6/80      0.94G       1.28      1.975      1.037      1.425         11        640:  14%|█▍        | 74/519 [00:37<03:24,  2.18it/s]
       6/80      0.94G       1.28      1.972      1.034      1.424         13        640:  14%|█▍        | 74/519 [00:37<03:24,  2.18it/s]
       6/80      0.94G       1.28      1.972      1.034      1.424         13        640:  14%|█▍        | 75/519 [00:37<02:54,  2.54it/s]
       6/80      0.94G       1.28      1.967      1.035      1.424         10        640:  14%|█▍        | 75/519 [00:37<02:54,  2.54it/s]
       6/80      0.94G       1.28      1.967      1.035      1.424         10        640:  15%|█▍        | 76/519 [00:37<02:34,  2.87it/s]
       6/80      0.94G      1.279      1.962      1.033      1.423          8        640:  15%|█▍        | 76/519 [00:39<02:34,  2.87it/s]
       6/80      0.94G      1.279      1.962      1.033      1.423          8        640:  15%|█▍        | 77/519 [00:39<04:52,  1.51it/s]
       6/80      0.94G      1.276      1.956      1.029      1.419         16        640:  15%|█▍        | 77/519 [00:39<04:52,  1.51it/s]
       6/80      0.94G      1.276      1.956      1.029      1.419         16        640:  15%|█▌        | 78/519 [00:39<03:57,  1.86it/s]
       6/80      0.94G       1.27      1.952      1.027      1.417         11        640:  15%|█▌        | 78/519 [00:39<03:57,  1.86it/s]
       6/80      0.94G       1.27      1.952      1.027      1.417         11        640:  15%|█▌        | 79/519 [00:39<03:19,  2.21it/s]
       6/80      0.94G      1.271      1.952      1.028      1.417          9        640:  15%|█▌        | 79/519 [00:40<03:19,  2.21it/s]
       6/80      0.94G      1.271      1.952      1.028      1.417          9        640:  15%|█▌        | 80/519 [00:40<02:51,  2.56it/s]
       6/80      0.94G       1.27       1.95      1.028      1.417         12        640:  15%|█▌        | 80/519 [00:41<02:51,  2.56it/s]
       6/80      0.94G       1.27       1.95      1.028      1.417         12        640:  16%|█▌        | 81/519 [00:41<05:23,  1.35it/s]
       6/80      0.94G       1.27      1.947      1.028      1.418         12        640:  16%|█▌        | 81/519 [00:41<05:23,  1.35it/s]
       6/80      0.94G       1.27      1.947      1.028      1.418         12        640:  16%|█▌        | 82/519 [00:41<04:06,  1.78it/s]
       6/80      0.94G      1.264      1.946      1.029      1.416          6        640:  16%|█▌        | 82/519 [00:41<04:06,  1.78it/s]
       6/80      0.94G      1.264      1.946      1.029      1.416          6        640:  16%|█▌        | 83/519 [00:41<03:11,  2.27it/s]
       6/80      0.94G      1.264      1.943      1.027      1.415         11        640:  16%|█▌        | 83/519 [00:42<03:11,  2.27it/s]
       6/80      0.94G      1.264      1.943      1.027      1.415         11        640:  16%|█▌        | 84/519 [00:42<02:49,  2.56it/s]
       6/80      0.94G      1.261      1.941      1.023      1.412         13        640:  16%|█▌        | 84/519 [00:43<02:49,  2.56it/s]
       6/80      0.94G      1.261      1.941      1.023      1.412         13        640:  16%|█▋        | 85/519 [00:43<04:33,  1.59it/s]
       6/80      0.94G      1.259       1.94      1.023      1.414          7        640:  16%|█▋        | 85/519 [00:43<04:33,  1.59it/s]
       6/80      0.94G      1.259       1.94      1.023      1.414          7        640:  17%|█▋        | 86/519 [00:43<03:36,  2.00it/s]
       6/80      0.94G      1.257      1.943      1.022      1.414         10        640:  17%|█▋        | 86/519 [00:43<03:36,  2.00it/s]
       6/80      0.94G      1.257      1.943      1.022      1.414         10        640:  17%|█▋        | 87/519 [00:43<02:59,  2.40it/s]
       6/80      0.94G      1.259       1.94       1.02      1.417         13        640:  17%|█▋        | 87/519 [00:44<02:59,  2.40it/s]
       6/80      0.94G      1.259       1.94       1.02      1.417         13        640:  17%|█▋        | 88/519 [00:44<02:40,  2.69it/s]
       6/80      0.94G      1.259       1.94      1.019      1.418          9        640:  17%|█▋        | 88/519 [00:45<02:40,  2.69it/s]
       6/80      0.94G      1.259       1.94      1.019      1.418          9        640:  17%|█▋        | 89/519 [00:45<03:53,  1.84it/s]
       6/80      0.94G      1.258      1.945      1.018      1.415         12        640:  17%|█▋        | 89/519 [00:45<03:53,  1.84it/s]
       6/80      0.94G      1.258      1.945      1.018      1.415         12        640:  17%|█▋        | 90/519 [00:45<03:21,  2.13it/s]
       6/80      0.94G      1.256      1.947      1.019      1.414         16        640:  17%|█▋        | 90/519 [00:45<03:21,  2.13it/s]
       6/80      0.94G      1.256      1.947      1.019      1.414         16        640:  18%|█▊        | 91/519 [00:45<02:53,  2.47it/s]
       6/80      0.94G      1.256      1.952      1.018      1.413         10        640:  18%|█▊        | 91/519 [00:45<02:53,  2.47it/s]
       6/80      0.94G      1.256      1.952      1.018      1.413         10        640:  18%|█▊        | 92/519 [00:45<02:35,  2.74it/s]
       6/80      0.94G      1.256      1.953      1.025      1.413         10        640:  18%|█▊        | 92/519 [00:46<02:35,  2.74it/s]
       6/80      0.94G      1.256      1.953      1.025      1.413         10        640:  18%|█▊        | 93/519 [00:46<04:06,  1.73it/s]
       6/80      0.94G      1.259      1.955      1.036      1.415          9        640:  18%|█▊        | 93/519 [00:47<04:06,  1.73it/s]
       6/80      0.94G      1.259      1.955      1.036      1.415          9        640:  18%|█▊        | 94/519 [00:47<03:15,  2.18it/s]
       6/80      0.94G      1.258      1.955      1.034      1.413         10        640:  18%|█▊        | 94/519 [00:47<03:15,  2.18it/s]
       6/80      0.94G      1.258      1.955      1.034      1.413         10        640:  18%|█▊        | 95/519 [00:47<02:46,  2.55it/s]
       6/80      0.94G      1.256      1.956      1.034      1.413         12        640:  18%|█▊        | 95/519 [00:47<02:46,  2.55it/s]
       6/80      0.94G      1.256      1.956      1.034      1.413         12        640:  18%|█▊        | 96/519 [00:47<02:28,  2.85it/s]
       6/80      0.94G      1.254      1.949      1.031      1.411         11        640:  18%|█▊        | 96/519 [00:48<02:28,  2.85it/s]
       6/80      0.94G      1.254      1.949      1.031      1.411         11        640:  19%|█▊        | 97/519 [00:48<04:07,  1.70it/s]
       6/80      0.94G      1.254      1.947      1.031      1.413          8        640:  19%|█▊        | 97/519 [00:48<04:07,  1.70it/s]
       6/80      0.94G      1.254      1.947      1.031      1.413          8        640:  19%|█▉        | 98/519 [00:48<03:23,  2.07it/s]
       6/80      0.94G      1.252      1.948      1.031      1.411         13        640:  19%|█▉        | 98/519 [00:49<03:23,  2.07it/s]
       6/80      0.94G      1.252      1.948      1.031      1.411         13        640:  19%|█▉        | 99/519 [00:49<02:39,  2.63it/s]
       6/80      0.94G      1.251      1.948      1.029       1.41         12        640:  19%|█▉        | 99/519 [00:49<02:39,  2.63it/s]
       6/80      0.94G      1.251      1.948      1.029       1.41         12        640:  19%|█▉        | 100/519 [00:49<02:32,  2.75it/s]
       6/80      0.94G      1.248      1.942      1.029      1.408          6        640:  19%|█▉        | 100/519 [00:50<02:32,  2.75it/s]
       6/80      0.94G      1.248      1.942      1.029      1.408          6        640:  19%|█▉        | 101/519 [00:50<03:46,  1.85it/s]
       6/80      0.94G       1.25      1.948      1.035      1.411          7        640:  19%|█▉        | 101/519 [00:50<03:46,  1.85it/s]
       6/80      0.94G       1.25      1.948      1.035      1.411          7        640:  20%|█▉        | 102/519 [00:50<02:57,  2.36it/s]
       6/80      0.94G      1.255      1.959      1.039      1.414          8        640:  20%|█▉        | 102/519 [00:50<02:57,  2.36it/s]
       6/80      0.94G      1.255      1.959      1.039      1.414          8        640:  20%|█▉        | 103/519 [00:50<02:30,  2.76it/s]
       6/80      0.94G      1.254      1.967      1.042      1.415          8        640:  20%|█▉        | 103/519 [00:50<02:30,  2.76it/s]
       6/80      0.94G      1.254      1.967      1.042      1.415          8        640:  20%|██        | 104/519 [00:50<02:11,  3.17it/s]
       6/80      0.94G      1.255      1.964      1.041      1.414          8        640:  20%|██        | 104/519 [00:51<02:11,  3.17it/s]
       6/80      0.94G      1.255      1.964      1.041      1.414          8        640:  20%|██        | 105/519 [00:51<02:56,  2.34it/s]
       6/80      0.94G      1.254      1.963      1.041      1.414         11        640:  20%|██        | 105/519 [00:51<02:56,  2.34it/s]
       6/80      0.94G      1.254      1.963      1.041      1.414         11        640:  20%|██        | 106/519 [00:51<02:33,  2.70it/s]
       6/80      0.94G      1.252      1.957      1.039      1.413         11        640:  20%|██        | 106/519 [00:52<02:33,  2.70it/s]
       6/80      0.94G      1.252      1.957      1.039      1.413         11        640:  21%|██        | 107/519 [00:52<02:22,  2.89it/s]
       6/80      0.94G      1.254       1.96      1.042      1.414          8        640:  21%|██        | 107/519 [00:52<02:22,  2.89it/s]
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       6/80      0.94G      1.251      1.953      1.039      1.412         13        640:  21%|██        | 108/519 [00:53<02:03,  3.34it/s]
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       6/80      0.94G      1.251      1.951      1.039      1.413         13        640:  21%|██        | 109/519 [00:53<03:53,  1.76it/s]
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       6/80      0.94G      1.251      1.951      1.041      1.413         12        640:  21%|██        | 110/519 [00:54<03:07,  2.18it/s]
       6/80      0.94G      1.251      1.951      1.041      1.413         12        640:  21%|██▏       | 111/519 [00:54<02:41,  2.53it/s]
       6/80      0.94G      1.251      1.951       1.04      1.412         12        640:  21%|██▏       | 111/519 [00:54<02:41,  2.53it/s]
       6/80      0.94G      1.251      1.951       1.04      1.412         12        640:  22%|██▏       | 112/519 [00:54<02:28,  2.74it/s]
       6/80      0.94G      1.251      1.951      1.042      1.415          5        640:  22%|██▏       | 112/519 [00:55<02:28,  2.74it/s]
       6/80      0.94G      1.251      1.951      1.042      1.415          5        640:  22%|██▏       | 113/519 [00:55<03:58,  1.70it/s]
       6/80      0.94G      1.254       1.95      1.045      1.415         11        640:  22%|██▏       | 113/519 [00:55<03:58,  1.70it/s]
       6/80      0.94G      1.254       1.95      1.045      1.415         11        640:  22%|██▏       | 114/519 [00:55<03:15,  2.07it/s]
       6/80      0.94G      1.254      1.953      1.046      1.415         12        640:  22%|██▏       | 114/519 [00:55<03:15,  2.07it/s]
       6/80      0.94G      1.254      1.953      1.046      1.415         12        640:  22%|██▏       | 115/519 [00:55<02:50,  2.37it/s]
       6/80      0.94G      1.256      1.954      1.047      1.416         10        640:  22%|██▏       | 115/519 [00:56<02:50,  2.37it/s]
       6/80      0.94G      1.256      1.954      1.047      1.416         10        640:  22%|██▏       | 116/519 [00:56<02:22,  2.83it/s]
       6/80      0.94G      1.252      1.948      1.044      1.415          7        640:  22%|██▏       | 116/519 [00:57<02:22,  2.83it/s]
       6/80      0.94G      1.252      1.948      1.044      1.415          7        640:  23%|██▎       | 117/519 [00:57<04:01,  1.66it/s]
       6/80      0.94G      1.252       1.95      1.046      1.422          4        640:  23%|██▎       | 117/519 [00:57<04:01,  1.66it/s]
       6/80      0.94G      1.252       1.95      1.046      1.422          4        640:  23%|██▎       | 118/519 [00:57<03:17,  2.04it/s]
       6/80      0.94G      1.254      1.947      1.046      1.423         11        640:  23%|██▎       | 118/519 [00:57<03:17,  2.04it/s]
       6/80      0.94G      1.254      1.947      1.046      1.423         11        640:  23%|██▎       | 119/519 [00:57<02:51,  2.34it/s]
       6/80      0.94G      1.251      1.941      1.043      1.421         14        640:  23%|██▎       | 119/519 [00:58<02:51,  2.34it/s]
       6/80      0.94G      1.251      1.941      1.043      1.421         14        640:  23%|██▎       | 120/519 [00:58<02:31,  2.63it/s]
       6/80      0.94G      1.251      1.941      1.044       1.42         12        640:  23%|██▎       | 120/519 [00:58<02:31,  2.63it/s]
       6/80      0.94G      1.251      1.941      1.044       1.42         12        640:  23%|██▎       | 121/519 [00:58<03:20,  1.99it/s]
       6/80      0.94G      1.249      1.942      1.044       1.42          6        640:  23%|██▎       | 121/519 [00:59<03:20,  1.99it/s]
       6/80      0.94G      1.249      1.942      1.044       1.42          6        640:  24%|██▎       | 122/519 [00:59<02:57,  2.23it/s]
       6/80      0.94G      1.248      1.946      1.042       1.42         13        640:  24%|██▎       | 122/519 [00:59<02:57,  2.23it/s]
       6/80      0.94G      1.248      1.946      1.042       1.42         13        640:  24%|██▎       | 123/519 [00:59<02:35,  2.55it/s]
       6/80      0.94G      1.247      1.943       1.04      1.418         12        640:  24%|██▎       | 123/519 [00:59<02:35,  2.55it/s]
       6/80      0.94G      1.247      1.943       1.04      1.418         12        640:  24%|██▍       | 124/519 [00:59<02:19,  2.83it/s]
       6/80      0.94G      1.244      1.944      1.039      1.417          8        640:  24%|██▍       | 124/519 [01:00<02:19,  2.83it/s]
       6/80      0.94G      1.244      1.944      1.039      1.417          8        640:  24%|██▍       | 125/519 [01:00<03:54,  1.68it/s]
       6/80      0.94G      1.246      1.952       1.04      1.419         12        640:  24%|██▍       | 125/519 [01:01<03:54,  1.68it/s]
       6/80      0.94G      1.246      1.952       1.04      1.419         12        640:  24%|██▍       | 126/519 [01:01<03:10,  2.06it/s]
       6/80      0.94G      1.249       1.96      1.045      1.421         11        640:  24%|██▍       | 126/519 [01:01<03:10,  2.06it/s]
       6/80      0.94G      1.249       1.96      1.045      1.421         11        640:  24%|██▍       | 127/519 [01:01<02:41,  2.42it/s]
       6/80      0.94G       1.25      1.961      1.045      1.422         10        640:  24%|██▍       | 127/519 [01:01<02:41,  2.42it/s]
       6/80      0.94G       1.25      1.961      1.045      1.422         10        640:  25%|██▍       | 128/519 [01:01<02:15,  2.88it/s]
       6/80      0.94G      1.251       1.96      1.045      1.421         13        640:  25%|██▍       | 128/519 [01:02<02:15,  2.88it/s]
       6/80      0.94G      1.251       1.96      1.045      1.421         13        640:  25%|██▍       | 129/519 [01:02<03:26,  1.89it/s]
       6/80      0.94G       1.25      1.962      1.044       1.42         10        640:  25%|██▍       | 129/519 [01:02<03:26,  1.89it/s]
       6/80      0.94G       1.25      1.962      1.044       1.42         10        640:  25%|██▌       | 130/519 [01:02<02:55,  2.21it/s]
       6/80      0.94G      1.249      1.961      1.045      1.419         14        640:  25%|██▌       | 130/519 [01:03<02:55,  2.21it/s]
       6/80      0.94G      1.249      1.961      1.045      1.419         14        640:  25%|██▌       | 131/519 [01:03<02:29,  2.60it/s]
       6/80      0.94G      1.247      1.958      1.043      1.417         11        640:  25%|██▌       | 131/519 [01:03<02:29,  2.60it/s]
       6/80      0.94G      1.247      1.958      1.043      1.417         11        640:  25%|██▌       | 132/519 [01:03<02:09,  2.98it/s]
       6/80      0.94G      1.244      1.955      1.041      1.414         12        640:  25%|██▌       | 132/519 [01:04<02:09,  2.98it/s]
       6/80      0.94G      1.244      1.955      1.041      1.414         12        640:  26%|██▌       | 133/519 [01:04<03:47,  1.69it/s]
       6/80      0.94G      1.244      1.954       1.04      1.414         10        640:  26%|██▌       | 133/519 [01:04<03:47,  1.69it/s]
       6/80      0.94G      1.244      1.954       1.04      1.414         10        640:  26%|██▌       | 134/519 [01:04<02:58,  2.15it/s]
       6/80      0.94G      1.242      1.952      1.038      1.413         10        640:  26%|██▌       | 134/519 [01:04<02:58,  2.15it/s]
       6/80      0.94G      1.242      1.952      1.038      1.413         10        640:  26%|██▌       | 135/519 [01:04<02:24,  2.65it/s]
       6/80      0.94G      1.242      1.948      1.038      1.415          8        640:  26%|██▌       | 135/519 [01:05<02:24,  2.65it/s]
       6/80      0.94G      1.242      1.948      1.038      1.415          8        640:  26%|██▌       | 136/519 [01:05<02:11,  2.92it/s]
       6/80      0.94G       1.24      1.944      1.037      1.414          8        640:  26%|██▌       | 136/519 [01:06<02:11,  2.92it/s]
       6/80      0.94G       1.24      1.944      1.037      1.414          8        640:  26%|██▋       | 137/519 [01:06<03:51,  1.65it/s]
       6/80      0.94G      1.239      1.944      1.037      1.413          9        640:  26%|██▋       | 137/519 [01:06<03:51,  1.65it/s]
       6/80      0.94G      1.239      1.944      1.037      1.413          9        640:  27%|██▋       | 138/519 [01:06<03:20,  1.90it/s]
       6/80      0.94G      1.238      1.943      1.036      1.412         12        640:  27%|██▋       | 138/519 [01:06<03:20,  1.90it/s]
       6/80      0.94G      1.238      1.943      1.036      1.412         12        640:  27%|██▋       | 139/519 [01:06<02:49,  2.25it/s]
       6/80      0.94G      1.236      1.939      1.034      1.411         14        640:  27%|██▋       | 139/519 [01:07<02:49,  2.25it/s]
       6/80      0.94G      1.236      1.939      1.034      1.411         14        640:  27%|██▋       | 140/519 [01:07<02:25,  2.60it/s]
       6/80      0.94G      1.237      1.941      1.036      1.411          7        640:  27%|██▋       | 140/519 [01:08<02:25,  2.60it/s]
       6/80      0.94G      1.237      1.941      1.036      1.411          7        640:  27%|██▋       | 141/519 [01:08<03:46,  1.67it/s]
       6/80      0.94G      1.234      1.936      1.034       1.41          9        640:  27%|██▋       | 141/519 [01:08<03:46,  1.67it/s]
       6/80      0.94G      1.234      1.936      1.034       1.41          9        640:  27%|██▋       | 142/519 [01:08<03:05,  2.03it/s]
       6/80      0.94G      1.235      1.934      1.034      1.411          8        640:  27%|██▋       | 142/519 [01:08<03:05,  2.03it/s]
       6/80      0.94G      1.235      1.934      1.034      1.411          8        640:  28%|██▊       | 143/519 [01:08<02:32,  2.46it/s]
       6/80      0.94G      1.235      1.934      1.033       1.41         13        640:  28%|██▊       | 143/519 [01:08<02:32,  2.46it/s]
       6/80      0.94G      1.235      1.934      1.033       1.41         13        640:  28%|██▊       | 144/519 [01:08<02:18,  2.71it/s]
       6/80      0.94G      1.233      1.929      1.031      1.408          9        640:  28%|██▊       | 144/519 [01:10<02:18,  2.71it/s]
       6/80      0.94G      1.233      1.929      1.031      1.408          9        640:  28%|██▊       | 145/519 [01:10<03:38,  1.71it/s]
       6/80      0.94G      1.231      1.929      1.031      1.407         10        640:  28%|██▊       | 145/519 [01:10<03:38,  1.71it/s]
       6/80      0.94G      1.231      1.929      1.031      1.407         10        640:  28%|██▊       | 146/519 [01:10<02:58,  2.08it/s]
       6/80      0.94G       1.23      1.923      1.029      1.405          9        640:  28%|██▊       | 146/519 [01:10<02:58,  2.08it/s]
       6/80      0.94G       1.23      1.923      1.029      1.405          9        640:  28%|██▊       | 147/519 [01:10<02:34,  2.41it/s]
       6/80      0.94G      1.233      1.925      1.029      1.407         11        640:  28%|██▊       | 147/519 [01:10<02:34,  2.41it/s]
       6/80      0.94G      1.233      1.925      1.029      1.407         11        640:  29%|██▊       | 148/519 [01:10<02:14,  2.76it/s]
       6/80      0.94G      1.232      1.921      1.028      1.408          8        640:  29%|██▊       | 148/519 [01:11<02:14,  2.76it/s]
       6/80      0.94G      1.232      1.921      1.028      1.408          8        640:  29%|██▊       | 149/519 [01:11<03:07,  1.97it/s]
       6/80      0.94G      1.233      1.925      1.029      1.407         13        640:  29%|██▊       | 149/519 [01:11<03:07,  1.97it/s]
       6/80      0.94G      1.233      1.925      1.029      1.407         13        640:  29%|██▉       | 150/519 [01:11<02:38,  2.33it/s]
       6/80      0.94G      1.231      1.925      1.027      1.407         11        640:  29%|██▉       | 150/519 [01:12<02:38,  2.33it/s]
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       6/80      0.94G      1.231      1.924      1.026      1.405         14        640:  29%|██▉       | 151/519 [01:12<02:15,  2.72it/s]
       6/80      0.94G      1.231      1.924      1.026      1.405         14        640:  29%|██▉       | 152/519 [01:12<01:59,  3.07it/s]
       6/80      0.94G      1.231      1.926      1.027      1.406         12        640:  29%|██▉       | 152/519 [01:13<01:59,  3.07it/s]
       6/80      0.94G      1.231      1.926      1.027      1.406         12        640:  29%|██▉       | 153/519 [01:13<03:13,  1.90it/s]
       6/80      0.94G      1.234      1.929      1.029       1.41          6        640:  29%|██▉       | 153/519 [01:13<03:13,  1.90it/s]
       6/80      0.94G      1.234      1.929      1.029       1.41          6        640:  30%|██▉       | 154/519 [01:13<02:53,  2.11it/s]
       6/80      0.94G      1.233      1.933      1.028      1.409          7        640:  30%|██▉       | 154/519 [01:13<02:53,  2.11it/s]
       6/80      0.94G      1.233      1.933      1.028      1.409          7        640:  30%|██▉       | 155/519 [01:13<02:26,  2.49it/s]
       6/80      0.94G      1.233      1.928      1.027      1.408          7        640:  30%|██▉       | 155/519 [01:14<02:26,  2.49it/s]
       6/80      0.94G      1.233      1.928      1.027      1.408          7        640:  30%|███       | 156/519 [01:14<02:06,  2.86it/s]
       6/80      0.94G      1.231      1.927      1.025      1.407          8        640:  30%|███       | 156/519 [01:15<02:06,  2.86it/s]
       6/80      0.94G      1.231      1.927      1.025      1.407          8        640:  30%|███       | 157/519 [01:15<03:14,  1.86it/s]
       6/80      0.94G       1.23      1.924      1.024      1.406          9        640:  30%|███       | 157/519 [01:15<03:14,  1.86it/s]
       6/80      0.94G       1.23      1.924      1.024      1.406          9        640:  30%|███       | 158/519 [01:15<02:46,  2.17it/s]
       6/80      0.94G      1.229      1.926      1.024      1.406          8        640:  30%|███       | 158/519 [01:15<02:46,  2.17it/s]
       6/80      0.94G      1.229      1.926      1.024      1.406          8        640:  31%|███       | 159/519 [01:15<02:14,  2.68it/s]
       6/80      0.94G      1.227      1.925      1.023      1.405          9        640:  31%|███       | 159/519 [01:15<02:14,  2.68it/s]
       6/80      0.94G      1.227      1.925      1.023      1.405          9        640:  31%|███       | 160/519 [01:15<02:21,  2.54it/s]
       6/80      0.94G      1.226       1.92      1.021      1.404          7        640:  31%|███       | 160/519 [01:16<02:21,  2.54it/s]
       6/80      0.94G      1.226       1.92      1.021      1.404          7        640:  31%|███       | 161/519 [01:16<02:49,  2.11it/s]
       6/80      0.94G      1.227      1.925      1.021      1.406          7        640:  31%|███       | 161/519 [01:16<02:49,  2.11it/s]
       6/80      0.94G      1.227      1.925      1.021      1.406          7        640:  31%|███       | 162/519 [01:16<02:15,  2.63it/s]
       6/80      0.94G      1.226      1.923      1.021      1.405          9        640:  31%|███       | 162/519 [01:17<02:15,  2.63it/s]
       6/80      0.94G      1.226      1.923      1.021      1.405          9        640:  31%|███▏      | 163/519 [01:17<01:59,  2.98it/s]
       6/80      0.94G      1.224      1.919       1.02      1.404         15        640:  31%|███▏      | 163/519 [01:17<01:59,  2.98it/s]
       6/80      0.94G      1.224      1.919       1.02      1.404         15        640:  32%|███▏      | 164/519 [01:17<02:36,  2.26it/s]
       6/80      0.94G      1.223      1.924      1.019      1.404         10        640:  32%|███▏      | 164/519 [01:19<02:36,  2.26it/s]
       6/80      0.94G      1.223      1.924      1.019      1.404         10        640:  32%|███▏      | 165/519 [01:19<04:26,  1.33it/s]
       6/80      0.94G      1.221      1.921      1.018      1.403         11        640:  32%|███▏      | 165/519 [01:19<04:26,  1.33it/s]
       6/80      0.94G      1.221      1.921      1.018      1.403         11        640:  32%|███▏      | 166/519 [01:19<03:26,  1.71it/s]
       6/80      0.94G       1.22      1.918      1.017      1.402         15        640:  32%|███▏      | 166/519 [01:19<03:26,  1.71it/s]
       6/80      0.94G       1.22      1.918      1.017      1.402         15        640:  32%|███▏      | 167/519 [01:19<02:44,  2.14it/s]
       6/80      0.94G      1.221       1.92      1.018      1.402          9        640:  32%|███▏      | 167/519 [01:19<02:44,  2.14it/s]
       6/80      0.94G      1.221       1.92      1.018      1.402          9        640:  32%|███▏      | 168/519 [01:19<02:17,  2.55it/s]
       6/80      0.94G       1.22       1.92      1.018      1.401         10        640:  32%|███▏      | 168/519 [01:21<02:17,  2.55it/s]
       6/80      0.94G       1.22       1.92      1.018      1.401         10        640:  33%|███▎      | 169/519 [01:21<03:55,  1.49it/s]
       6/80      0.94G       1.22      1.918      1.017        1.4         12        640:  33%|███▎      | 169/519 [01:21<03:55,  1.49it/s]
       6/80      0.94G       1.22      1.918      1.017        1.4         12        640:  33%|███▎      | 170/519 [01:21<03:07,  1.86it/s]
       6/80      0.94G      1.219      1.915      1.016        1.4          4        640:  33%|███▎      | 170/519 [01:21<03:07,  1.86it/s]
       6/80      0.94G      1.219      1.915      1.016        1.4          4        640:  33%|███▎      | 171/519 [01:21<02:39,  2.18it/s]
       6/80      0.94G      1.219      1.916      1.016        1.4         11        640:  33%|███▎      | 171/519 [01:21<02:39,  2.18it/s]
       6/80      0.94G      1.219      1.916      1.016        1.4         11        640:  33%|███▎      | 172/519 [01:21<02:15,  2.57it/s]
       6/80      0.94G      1.219      1.916      1.015      1.399         11        640:  33%|███▎      | 172/519 [01:22<02:15,  2.57it/s]
       6/80      0.94G      1.219      1.916      1.015      1.399         11        640:  33%|███▎      | 173/519 [01:22<03:26,  1.68it/s]
       6/80      0.94G       1.22      1.915      1.016        1.4          8        640:  33%|███▎      | 173/519 [01:23<03:26,  1.68it/s]
       6/80      0.94G       1.22      1.915      1.016        1.4          8        640:  34%|███▎      | 174/519 [01:23<02:51,  2.02it/s]
       6/80      0.94G      1.221      1.914      1.017      1.401         13        640:  34%|███▎      | 174/519 [01:23<02:51,  2.02it/s]
       6/80      0.94G      1.221      1.914      1.017      1.401         13        640:  34%|███▎      | 175/519 [01:23<02:22,  2.42it/s]
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       6/80      0.94G        1.2      1.896     0.9942      1.385          9        640:  54%|█████▍    | 279/519 [02:11<01:34,  2.55it/s]
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       6/80      0.94G      1.202      1.907     0.9954      1.382         11        640:  58%|█████▊    | 299/519 [02:20<01:58,  1.85it/s]
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       6/80      0.94G      1.202      1.907     0.9953      1.382          8        640:  58%|█████▊    | 302/519 [02:22<02:35,  1.40it/s]
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       6/80      0.94G        1.2      1.911     0.9977      1.382         13        640:  71%|███████   | 367/519 [02:51<01:11,  2.13it/s]
       6/80      0.94G        1.2      1.912     0.9979      1.383          9        640:  71%|███████   | 367/519 [02:52<01:11,  2.13it/s]
       6/80      0.94G        1.2      1.912     0.9979      1.383          9        640:  71%|███████   | 368/519 [02:52<01:01,  2.44it/s]
       6/80      0.94G        1.2      1.912     0.9983      1.383          8        640:  71%|███████   | 368/519 [02:53<01:01,  2.44it/s]
       6/80      0.94G        1.2      1.912     0.9983      1.383          8        640:  71%|███████   | 369/519 [02:53<01:36,  1.55it/s]
       6/80      0.94G      1.201      1.912     0.9987      1.383         14        640:  71%|███████   | 369/519 [02:53<01:36,  1.55it/s]
       6/80      0.94G      1.201      1.912     0.9987      1.383         14        640:  71%|███████▏  | 370/519 [02:53<01:17,  1.92it/s]
       6/80      0.94G      1.202      1.914     0.9993      1.384          9        640:  71%|███████▏  | 370/519 [02:53<01:17,  1.92it/s]
       6/80      0.94G      1.202      1.914     0.9993      1.384          9        640:  71%|███████▏  | 371/519 [02:53<01:05,  2.26it/s]
       6/80      0.94G      1.202      1.913     0.9988      1.384         11        640:  71%|███████▏  | 371/519 [02:54<01:05,  2.26it/s]
       6/80      0.94G      1.202      1.913     0.9988      1.384         11        640:  72%|███████▏  | 372/519 [02:54<00:56,  2.58it/s]
       6/80      0.94G      1.201      1.912     0.9982      1.384         13        640:  72%|███████▏  | 372/519 [02:54<00:56,  2.58it/s]
       6/80      0.94G      1.201      1.912     0.9982      1.384         13        640:  72%|███████▏  | 373/519 [02:54<01:21,  1.80it/s]
       6/80      0.94G      1.203      1.914     0.9989      1.385         11        640:  72%|███████▏  | 373/519 [02:55<01:21,  1.80it/s]
       6/80      0.94G      1.203      1.914     0.9989      1.385         11        640:  72%|███████▏  | 374/519 [02:55<01:06,  2.19it/s]
       6/80      0.94G      1.203      1.914     0.9993      1.385         13        640:  72%|███████▏  | 374/519 [02:55<01:06,  2.19it/s]
       6/80      0.94G      1.203      1.914     0.9993      1.385         13        640:  72%|███████▏  | 375/519 [02:55<00:56,  2.56it/s]
       6/80      0.94G      1.204      1.918      1.002      1.387          8        640:  72%|███████▏  | 375/519 [02:55<00:56,  2.56it/s]
       6/80      0.94G      1.204      1.918      1.002      1.387          8        640:  72%|███████▏  | 376/519 [02:55<00:47,  2.99it/s]
       6/80      0.94G      1.203      1.917      1.001      1.386         12        640:  72%|███████▏  | 376/519 [02:56<00:47,  2.99it/s]
       6/80      0.94G      1.203      1.917      1.001      1.386         12        640:  73%|███████▎  | 377/519 [02:56<01:19,  1.78it/s]
       6/80      0.94G      1.203      1.916          1      1.386         11        640:  73%|███████▎  | 377/519 [02:56<01:19,  1.78it/s]
       6/80      0.94G      1.203      1.916          1      1.386         11        640:  73%|███████▎  | 378/519 [02:56<01:06,  2.11it/s]
       6/80      0.94G      1.203      1.916          1      1.386          9        640:  73%|███████▎  | 378/519 [02:57<01:06,  2.11it/s]
       6/80      0.94G      1.203      1.916          1      1.386          9        640:  73%|███████▎  | 379/519 [02:57<00:55,  2.53it/s]
       6/80      0.94G      1.203      1.916          1      1.385         13        640:  73%|███████▎  | 379/519 [02:57<00:55,  2.53it/s]
       6/80      0.94G      1.203      1.916          1      1.385         13        640:  73%|███████▎  | 380/519 [02:57<00:46,  2.99it/s]
       6/80      0.94G      1.202      1.914     0.9997      1.385          9        640:  73%|███████▎  | 380/519 [02:58<00:46,  2.99it/s]
       6/80      0.94G      1.202      1.914     0.9997      1.385          9        640:  73%|███████▎  | 381/519 [02:58<01:07,  2.03it/s]
       6/80      0.94G      1.202      1.914     0.9989      1.385         14        640:  73%|███████▎  | 381/519 [02:58<01:07,  2.03it/s]
       6/80      0.94G      1.202      1.914     0.9989      1.385         14        640:  74%|███████▎  | 382/519 [02:58<00:57,  2.40it/s]
       6/80      0.94G      1.202      1.913     0.9986      1.385         13        640:  74%|███████▎  | 382/519 [02:58<00:57,  2.40it/s]
       6/80      0.94G      1.202      1.913     0.9986      1.385         13        640:  74%|███████▍  | 383/519 [02:58<00:51,  2.64it/s]
       6/80      0.94G      1.202      1.913     0.9987      1.384          9        640:  74%|███████▍  | 383/519 [02:58<00:51,  2.64it/s]
       6/80      0.94G      1.202      1.913     0.9987      1.384          9        640:  74%|███████▍  | 384/519 [02:58<00:43,  3.12it/s]
       6/80      0.94G      1.201      1.913     0.9987      1.384         10        640:  74%|███████▍  | 384/519 [03:00<00:43,  3.12it/s]
       6/80      0.94G      1.201      1.913     0.9987      1.384         10        640:  74%|███████▍  | 385/519 [03:00<01:11,  1.86it/s]
       6/80      0.94G      1.202      1.913     0.9983      1.385         11        640:  74%|███████▍  | 385/519 [03:00<01:11,  1.86it/s]
       6/80      0.94G      1.202      1.913     0.9983      1.385         11        640:  74%|███████▍  | 386/519 [03:00<01:01,  2.15it/s]
       6/80      0.94G      1.202      1.915      0.998      1.385         11        640:  74%|███████▍  | 386/519 [03:00<01:01,  2.15it/s]
       6/80      0.94G      1.202      1.915      0.998      1.385         11        640:  75%|███████▍  | 387/519 [03:00<00:50,  2.62it/s]
       6/80      0.94G      1.202      1.916     0.9981      1.385         11        640:  75%|███████▍  | 387/519 [03:00<00:50,  2.62it/s]
       6/80      0.94G      1.202      1.916     0.9981      1.385         11        640:  75%|███████▍  | 388/519 [03:00<00:44,  2.96it/s]
       6/80      0.94G      1.203      1.919     0.9993      1.384         10        640:  75%|███████▍  | 388/519 [03:01<00:44,  2.96it/s]
       6/80      0.94G      1.203      1.919     0.9993      1.384         10        640:  75%|███████▍  | 389/519 [03:01<01:18,  1.65it/s]
       6/80      0.94G      1.203      1.919     0.9999      1.384         10        640:  75%|███████▍  | 389/519 [03:02<01:18,  1.65it/s]
       6/80      0.94G      1.203      1.919     0.9999      1.384         10        640:  75%|███████▌  | 390/519 [03:02<01:04,  2.00it/s]
       6/80      0.94G      1.203      1.918     0.9993      1.384         10        640:  75%|███████▌  | 390/519 [03:02<01:04,  2.00it/s]
       6/80      0.94G      1.203      1.918     0.9993      1.384         10        640:  75%|███████▌  | 391/519 [03:02<00:52,  2.43it/s]
       6/80      0.94G      1.202      1.916     0.9985      1.384         11        640:  75%|███████▌  | 391/519 [03:02<00:52,  2.43it/s]
       6/80      0.94G      1.202      1.916     0.9985      1.384         11        640:  76%|███████▌  | 392/519 [03:02<00:46,  2.73it/s]
       6/80      0.94G      1.202      1.915     0.9977      1.383         11        640:  76%|███████▌  | 392/519 [03:04<00:46,  2.73it/s]
       6/80      0.94G      1.202      1.915     0.9977      1.383         11        640:  76%|███████▌  | 393/519 [03:04<01:24,  1.49it/s]
       6/80      0.94G      1.202      1.915     0.9974      1.384          9        640:  76%|███████▌  | 393/519 [03:04<01:24,  1.49it/s]
       6/80      0.94G      1.202      1.915     0.9974      1.384          9        640:  76%|███████▌  | 394/519 [03:04<01:08,  1.84it/s]
       6/80      0.94G      1.201      1.914     0.9966      1.383         11        640:  76%|███████▌  | 394/519 [03:04<01:08,  1.84it/s]
       6/80      0.94G      1.201      1.914     0.9966      1.383         11        640:  76%|███████▌  | 395/519 [03:04<00:54,  2.28it/s]
       6/80      0.94G        1.2      1.915     0.9966      1.383         11        640:  76%|███████▌  | 395/519 [03:04<00:54,  2.28it/s]
       6/80      0.94G        1.2      1.915     0.9966      1.383         11        640:  76%|███████▋  | 396/519 [03:04<00:48,  2.51it/s]
       6/80      0.94G      1.201      1.915     0.9964      1.383          8        640:  76%|███████▋  | 396/519 [03:05<00:48,  2.51it/s]
       6/80      0.94G      1.201      1.915     0.9964      1.383          8        640:  76%|███████▋  | 397/519 [03:05<01:01,  2.00it/s]
       6/80      0.94G        1.2      1.914     0.9958      1.383          9        640:  76%|███████▋  | 397/519 [03:05<01:01,  2.00it/s]
       6/80      0.94G        1.2      1.914     0.9958      1.383          9        640:  77%|███████▋  | 398/519 [03:05<00:52,  2.31it/s]
       6/80      0.94G        1.2      1.915     0.9961      1.382         11        640:  77%|███████▋  | 398/519 [03:06<00:52,  2.31it/s]
       6/80      0.94G        1.2      1.915     0.9961      1.382         11        640:  77%|███████▋  | 399/519 [03:06<00:46,  2.60it/s]
       6/80      0.94G        1.2      1.915     0.9963      1.382          9        640:  77%|███████▋  | 399/519 [03:06<00:46,  2.60it/s]
       6/80      0.94G        1.2      1.915     0.9963      1.382          9        640:  77%|███████▋  | 400/519 [03:06<00:38,  3.06it/s]
       6/80      0.94G        1.2      1.914     0.9964      1.383         12        640:  77%|███████▋  | 400/519 [03:06<00:38,  3.06it/s]
       6/80      0.94G        1.2      1.914     0.9964      1.383         12        640:  77%|███████▋  | 401/519 [03:06<00:51,  2.29it/s]
       6/80      0.94G        1.2      1.916     0.9972      1.384         12        640:  77%|███████▋  | 401/519 [03:07<00:51,  2.29it/s]
       6/80      0.94G        1.2      1.916     0.9972      1.384         12        640:  77%|███████▋  | 402/519 [03:07<00:43,  2.69it/s]
       6/80      0.94G        1.2      1.916      0.997      1.384         11        640:  77%|███████▋  | 402/519 [03:07<00:43,  2.69it/s]
       6/80      0.94G        1.2      1.916      0.997      1.384         11        640:  78%|███████▊  | 403/519 [03:07<00:38,  3.00it/s]
       6/80      0.94G        1.2      1.919     0.9968      1.384          7        640:  78%|███████▊  | 403/519 [03:07<00:38,  3.00it/s]
       6/80      0.94G        1.2      1.919     0.9968      1.384          7        640:  78%|███████▊  | 404/519 [03:07<00:34,  3.37it/s]
       6/80      0.94G      1.201       1.92     0.9964      1.385         11        640:  78%|███████▊  | 404/519 [03:09<00:34,  3.37it/s]
       6/80      0.94G      1.201       1.92     0.9964      1.385         11        640:  78%|███████▊  | 405/519 [03:09<01:11,  1.59it/s]
       6/80      0.94G      1.201      1.921     0.9963      1.384         11        640:  78%|███████▊  | 405/519 [03:09<01:11,  1.59it/s]
       6/80      0.94G      1.201      1.921     0.9963      1.384         11        640:  78%|███████▊  | 406/519 [03:09<00:55,  2.04it/s]
       6/80      0.94G        1.2       1.92     0.9958      1.384         10        640:  78%|███████▊  | 406/519 [03:09<00:55,  2.04it/s]
       6/80      0.94G        1.2       1.92     0.9958      1.384         10        640:  78%|███████▊  | 407/519 [03:09<00:45,  2.46it/s]
       6/80      0.94G        1.2      1.919     0.9956      1.384          9        640:  78%|███████▊  | 407/519 [03:09<00:45,  2.46it/s]
       6/80      0.94G        1.2      1.919     0.9956      1.384          9        640:  79%|███████▊  | 408/519 [03:09<00:38,  2.86it/s]
       6/80      0.94G      1.199      1.918     0.9952      1.383         13        640:  79%|███████▊  | 408/519 [03:10<00:38,  2.86it/s]
       6/80      0.94G      1.199      1.918     0.9952      1.383         13        640:  79%|███████▉  | 409/519 [03:10<01:03,  1.72it/s]
       6/80      0.94G      1.199      1.918     0.9946      1.383         13        640:  79%|███████▉  | 409/519 [03:11<01:03,  1.72it/s]
       6/80      0.94G      1.199      1.918     0.9946      1.383         13        640:  79%|███████▉  | 410/519 [03:11<00:51,  2.10it/s]
       6/80      0.94G        1.2      1.922     0.9945      1.384          9        640:  79%|███████▉  | 410/519 [03:11<00:51,  2.10it/s]
       6/80      0.94G        1.2      1.922     0.9945      1.384          9        640:  79%|███████▉  | 411/519 [03:11<00:44,  2.42it/s]
       6/80      0.94G      1.199      1.921     0.9939      1.383         13        640:  79%|███████▉  | 411/519 [03:11<00:44,  2.42it/s]
       6/80      0.94G      1.199      1.921     0.9939      1.383         13        640:  79%|███████▉  | 412/519 [03:11<00:38,  2.79it/s]
       6/80      0.94G      1.199      1.921      0.994      1.383          8        640:  79%|███████▉  | 412/519 [03:12<00:38,  2.79it/s]
       6/80      0.94G      1.199      1.921      0.994      1.383          8        640:  80%|███████▉  | 413/519 [03:12<00:52,  2.02it/s]
       6/80      0.94G      1.199      1.921     0.9933      1.383          8        640:  80%|███████▉  | 413/519 [03:12<00:52,  2.02it/s]
       6/80      0.94G      1.199      1.921     0.9933      1.383          8        640:  80%|███████▉  | 414/519 [03:12<00:43,  2.41it/s]
       6/80      0.94G      1.199      1.921     0.9937      1.383         10        640:  80%|███████▉  | 414/519 [03:12<00:43,  2.41it/s]
       6/80      0.94G      1.199      1.921     0.9937      1.383         10        640:  80%|███████▉  | 415/519 [03:12<00:36,  2.82it/s]
       6/80      0.94G      1.199      1.921      0.993      1.383         13        640:  80%|███████▉  | 415/519 [03:13<00:36,  2.82it/s]
       6/80      0.94G      1.199      1.921      0.993      1.383         13        640:  80%|████████  | 416/519 [03:13<00:33,  3.03it/s]
       6/80      0.94G      1.199       1.92     0.9927      1.383          9        640:  80%|████████  | 416/519 [03:13<00:33,  3.03it/s]
       6/80      0.94G      1.199       1.92     0.9927      1.383          9        640:  80%|████████  | 417/519 [03:13<00:52,  1.96it/s]
       6/80      0.94G      1.199      1.919     0.9924      1.382         13        640:  80%|████████  | 417/519 [03:14<00:52,  1.96it/s]
       6/80      0.94G      1.199      1.919     0.9924      1.382         13        640:  81%|████████  | 418/519 [03:14<00:42,  2.38it/s]
       6/80      0.94G      1.198      1.919     0.9921      1.382         13        640:  81%|████████  | 418/519 [03:14<00:42,  2.38it/s]
       6/80      0.94G      1.198      1.919     0.9921      1.382         13        640:  81%|████████  | 419/519 [03:14<00:37,  2.69it/s]
       6/80      0.94G      1.198      1.919     0.9914      1.382          9        640:  81%|████████  | 419/519 [03:14<00:37,  2.69it/s]
       6/80      0.94G      1.198      1.919     0.9914      1.382          9        640:  81%|████████  | 420/519 [03:14<00:31,  3.10it/s]
       6/80      0.94G      1.197      1.919     0.9914      1.381         16        640:  81%|████████  | 420/519 [03:16<00:31,  3.10it/s]
       6/80      0.94G      1.197      1.919     0.9914      1.381         16        640:  81%|████████  | 421/519 [03:16<01:06,  1.48it/s]
       6/80      0.94G      1.197      1.919     0.9915      1.381         12        640:  81%|████████  | 421/519 [03:16<01:06,  1.48it/s]
       6/80      0.94G      1.197      1.919     0.9915      1.381         12        640:  81%|████████▏ | 422/519 [03:16<00:52,  1.84it/s]
       6/80      0.94G      1.197       1.92     0.9918      1.381         10        640:  81%|████████▏ | 422/519 [03:16<00:52,  1.84it/s]
       6/80      0.94G      1.197       1.92     0.9918      1.381         10        640:  82%|████████▏ | 423/519 [03:16<00:43,  2.18it/s]
       6/80      0.94G      1.197      1.919     0.9914      1.381         10        640:  82%|████████▏ | 423/519 [03:16<00:43,  2.18it/s]
       6/80      0.94G      1.197      1.919     0.9914      1.381         10        640:  82%|████████▏ | 424/519 [03:16<00:37,  2.56it/s]
       6/80      0.94G      1.197       1.92     0.9914       1.38          9        640:  82%|████████▏ | 424/519 [03:17<00:37,  2.56it/s]
       6/80      0.94G      1.197       1.92     0.9914       1.38          9        640:  82%|████████▏ | 425/519 [03:17<00:49,  1.89it/s]
       6/80      0.94G      1.198       1.92     0.9916      1.381         12        640:  82%|████████▏ | 425/519 [03:18<00:49,  1.89it/s]
       6/80      0.94G      1.198       1.92     0.9916      1.381         12        640:  82%|████████▏ | 426/519 [03:18<00:43,  2.12it/s]
       6/80      0.94G      1.199      1.921     0.9918      1.382          7        640:  82%|████████▏ | 426/519 [03:18<00:43,  2.12it/s]
       6/80      0.94G      1.199      1.921     0.9918      1.382          7        640:  82%|████████▏ | 427/519 [03:18<00:37,  2.49it/s]
       6/80      0.94G      1.199      1.921     0.9919      1.382         14        640:  82%|████████▏ | 427/519 [03:18<00:37,  2.49it/s]
       6/80      0.94G      1.199      1.921     0.9919      1.382         14        640:  82%|████████▏ | 428/519 [03:18<00:32,  2.82it/s]
       6/80      0.94G      1.199      1.921     0.9917      1.382          6        640:  82%|████████▏ | 428/519 [03:19<00:32,  2.82it/s]
       6/80      0.94G      1.199      1.921     0.9917      1.382          6        640:  83%|████████▎ | 429/519 [03:19<01:00,  1.49it/s]
       6/80      0.94G      1.199      1.922     0.9917      1.382          7        640:  83%|████████▎ | 429/519 [03:20<01:00,  1.49it/s]
       6/80      0.94G      1.199      1.922     0.9917      1.382          7        640:  83%|████████▎ | 430/519 [03:20<00:46,  1.90it/s]
       6/80      0.94G      1.198      1.921     0.9909      1.381          7        640:  83%|████████▎ | 430/519 [03:20<00:46,  1.90it/s]
       6/80      0.94G      1.198      1.921     0.9909      1.381          7        640:  83%|████████▎ | 431/519 [03:20<00:37,  2.34it/s]
       6/80      0.94G      1.198       1.92     0.9905      1.381         13        640:  83%|████████▎ | 431/519 [03:20<00:37,  2.34it/s]
       6/80      0.94G      1.198       1.92     0.9905      1.381         13        640:  83%|████████▎ | 432/519 [03:20<00:32,  2.67it/s]
       6/80      0.94G      1.197      1.918     0.9897      1.381          8        640:  83%|████████▎ | 432/519 [03:21<00:32,  2.67it/s]
       6/80      0.94G      1.197      1.918     0.9897      1.381          8        640:  83%|████████▎ | 433/519 [03:21<00:42,  2.04it/s]
       6/80      0.94G      1.197      1.918     0.9901      1.381         12        640:  83%|████████▎ | 433/519 [03:21<00:42,  2.04it/s]
       6/80      0.94G      1.197      1.918     0.9901      1.381         12        640:  84%|████████▎ | 434/519 [03:21<00:33,  2.50it/s]
       6/80      0.94G      1.197      1.918     0.9903      1.381          8        640:  84%|████████▎ | 434/519 [03:21<00:33,  2.50it/s]
       6/80      0.94G      1.197      1.918     0.9903      1.381          8        640:  84%|████████▍ | 435/519 [03:21<00:29,  2.83it/s]
       6/80      0.94G      1.196      1.916     0.9894       1.38         11        640:  84%|████████▍ | 435/519 [03:21<00:29,  2.83it/s]
       6/80      0.94G      1.196      1.916     0.9894       1.38         11        640:  84%|████████▍ | 436/519 [03:21<00:25,  3.23it/s]
       6/80      0.94G      1.196      1.915     0.9893       1.38         10        640:  84%|████████▍ | 436/519 [03:23<00:25,  3.23it/s]
       6/80      0.94G      1.196      1.915     0.9893       1.38         10        640:  84%|████████▍ | 437/519 [03:23<00:55,  1.48it/s]
       6/80      0.94G      1.195      1.914     0.9891      1.379         13        640:  84%|████████▍ | 437/519 [03:23<00:55,  1.48it/s]
       6/80      0.94G      1.195      1.914     0.9891      1.379         13        640:  84%|████████▍ | 438/519 [03:23<00:43,  1.85it/s]
       6/80      0.94G      1.195      1.915     0.9891      1.379         11        640:  84%|████████▍ | 438/519 [03:23<00:43,  1.85it/s]
       6/80      0.94G      1.195      1.915     0.9891      1.379         11        640:  85%|████████▍ | 439/519 [03:23<00:34,  2.30it/s]
       6/80      0.94G      1.195      1.915     0.9893      1.379         10        640:  85%|████████▍ | 439/519 [03:24<00:34,  2.30it/s]
       6/80      0.94G      1.195      1.915     0.9893      1.379         10        640:  85%|████████▍ | 440/519 [03:24<00:31,  2.52it/s]
       6/80      0.94G      1.195      1.915     0.9895      1.379         10        640:  85%|████████▍ | 440/519 [03:25<00:31,  2.52it/s]
       6/80      0.94G      1.195      1.915     0.9895      1.379         10        640:  85%|████████▍ | 441/519 [03:25<00:45,  1.72it/s]
       6/80      0.94G      1.195      1.917     0.9896      1.379          8        640:  85%|████████▍ | 441/519 [03:25<00:45,  1.72it/s]
       6/80      0.94G      1.195      1.917     0.9896      1.379          8        640:  85%|████████▌ | 442/519 [03:25<00:37,  2.06it/s]
       6/80      0.94G      1.196      1.918     0.9904       1.38          8        640:  85%|████████▌ | 442/519 [03:25<00:37,  2.06it/s]
       6/80      0.94G      1.196      1.918     0.9904       1.38          8        640:  85%|████████▌ | 443/519 [03:25<00:32,  2.35it/s]
       6/80      0.94G      1.196      1.918     0.9905       1.38         12        640:  85%|████████▌ | 443/519 [03:26<00:32,  2.35it/s]
       6/80      0.94G      1.196      1.918     0.9905       1.38         12        640:  86%|████████▌ | 444/519 [03:26<00:28,  2.66it/s]
       6/80      0.94G      1.196      1.917     0.9898      1.379         11        640:  86%|████████▌ | 444/519 [03:27<00:28,  2.66it/s]
       6/80      0.94G      1.196      1.917     0.9898      1.379         11        640:  86%|████████▌ | 445/519 [03:27<00:40,  1.83it/s]
       6/80      0.94G      1.196      1.918     0.9902       1.38         12        640:  86%|████████▌ | 445/519 [03:27<00:40,  1.83it/s]
       6/80      0.94G      1.196      1.918     0.9902       1.38         12        640:  86%|████████▌ | 446/519 [03:27<00:32,  2.23it/s]
       6/80      0.94G      1.196      1.918     0.9893      1.379         10        640:  86%|████████▌ | 446/519 [03:27<00:32,  2.23it/s]
       6/80      0.94G      1.196      1.918     0.9893      1.379         10        640:  86%|████████▌ | 447/519 [03:27<00:27,  2.61it/s]
       6/80      0.94G      1.195      1.917      0.989       1.38          8        640:  86%|████████▌ | 447/519 [03:27<00:27,  2.61it/s]
       6/80      0.94G      1.195      1.917      0.989       1.38          8        640:  86%|████████▋ | 448/519 [03:27<00:23,  2.96it/s]
       6/80      0.94G      1.195      1.917     0.9894       1.38         13        640:  86%|████████▋ | 448/519 [03:28<00:23,  2.96it/s]
       6/80      0.94G      1.195      1.917     0.9894       1.38         13        640:  87%|████████▋ | 449/519 [03:28<00:32,  2.12it/s]
       6/80      0.94G      1.196      1.918     0.9903       1.38          7        640:  87%|████████▋ | 449/519 [03:28<00:32,  2.12it/s]
       6/80      0.94G      1.196      1.918     0.9903       1.38          7        640:  87%|████████▋ | 450/519 [03:28<00:27,  2.51it/s]
       6/80      0.94G      1.196      1.916       0.99       1.38         11        640:  87%|████████▋ | 450/519 [03:28<00:27,  2.51it/s]
       6/80      0.94G      1.196      1.916       0.99       1.38         11        640:  87%|████████▋ | 451/519 [03:28<00:23,  2.90it/s]
       6/80      0.94G      1.197      1.917     0.9902      1.381         14        640:  87%|████████▋ | 451/519 [03:29<00:23,  2.90it/s]
       6/80      0.94G      1.197      1.917     0.9902      1.381         14        640:  87%|████████▋ | 452/519 [03:29<00:19,  3.42it/s]
       6/80      0.94G      1.196       1.92      0.992      1.381          7        640:  87%|████████▋ | 452/519 [03:30<00:19,  3.42it/s]
       6/80      0.94G      1.196       1.92      0.992      1.381          7        640:  87%|████████▋ | 453/519 [03:30<00:31,  2.08it/s]
       6/80      0.94G      1.196      1.919     0.9916      1.381         11        640:  87%|████████▋ | 453/519 [03:30<00:31,  2.08it/s]
       6/80      0.94G      1.196      1.919     0.9916      1.381         11        640:  87%|████████▋ | 454/519 [03:30<00:26,  2.47it/s]
       6/80      0.94G      1.196      1.922     0.9921      1.381         10        640:  87%|████████▋ | 454/519 [03:30<00:26,  2.47it/s]
       6/80      0.94G      1.196      1.922     0.9921      1.381         10        640:  88%|████████▊ | 455/519 [03:30<00:23,  2.76it/s]
       6/80      0.94G      1.196      1.924     0.9927      1.381         10        640:  88%|████████▊ | 455/519 [03:30<00:23,  2.76it/s]
       6/80      0.94G      1.196      1.924     0.9927      1.381         10        640:  88%|████████▊ | 456/519 [03:30<00:20,  3.10it/s]
       6/80      0.94G      1.196      1.925     0.9927      1.382         11        640:  88%|████████▊ | 456/519 [03:32<00:20,  3.10it/s]
       6/80      0.94G      1.196      1.925     0.9927      1.382         11        640:  88%|████████▊ | 457/519 [03:32<00:39,  1.56it/s]
       6/80      0.94G      1.196      1.925     0.9924      1.382          8        640:  88%|████████▊ | 457/519 [03:32<00:39,  1.56it/s]
       6/80      0.94G      1.196      1.925     0.9924      1.382          8        640:  88%|████████▊ | 458/519 [03:32<00:32,  1.86it/s]
       6/80      0.94G      1.196      1.924     0.9921      1.381         13        640:  88%|████████▊ | 458/519 [03:32<00:32,  1.86it/s]
       6/80      0.94G      1.196      1.924     0.9921      1.381         13        640:  88%|████████▊ | 459/519 [03:32<00:24,  2.44it/s]
       6/80      0.94G      1.195      1.923     0.9914      1.381          9        640:  88%|████████▊ | 459/519 [03:32<00:24,  2.44it/s]
       6/80      0.94G      1.195      1.923      0.991      1.381          9        640:  88%|████████▊ | 459/519 [03:33<00:24,  2.44it/s]
       6/80      0.94G      1.195      1.923      0.991      1.381          9        640:  89%|████████▉ | 461/519 [03:33<00:31,  1.84it/s]
       6/80      0.94G      1.195      1.925     0.9907      1.381         12        640:  89%|████████▉ | 461/519 [03:34<00:31,  1.84it/s]
       6/80      0.94G      1.195      1.925     0.9907      1.381         12        640:  89%|████████▉ | 462/519 [03:34<00:27,  2.04it/s]
       6/80      0.94G      1.195      1.925     0.9913      1.382         10        640:  89%|████████▉ | 462/519 [03:34<00:27,  2.04it/s]
       6/80      0.94G      1.195      1.925     0.9913      1.382         10        640:  89%|████████▉ | 463/519 [03:34<00:23,  2.40it/s]
       6/80      0.94G      1.196      1.925      0.991      1.382          9        640:  89%|████████▉ | 463/519 [03:34<00:23,  2.40it/s]
       6/80      0.94G      1.196      1.925      0.991      1.382          9        640:  89%|████████▉ | 464/519 [03:34<00:20,  2.68it/s]
       6/80      0.94G      1.196      1.926     0.9905      1.382         10        640:  89%|████████▉ | 464/519 [03:35<00:20,  2.68it/s]
       6/80      0.94G      1.196      1.926     0.9905      1.382         10        640:  90%|████████▉ | 465/519 [03:35<00:33,  1.63it/s]
       6/80      0.94G      1.196      1.927     0.9907      1.382          9        640:  90%|████████▉ | 465/519 [03:36<00:33,  1.63it/s]
       6/80      0.94G      1.196      1.927     0.9907      1.382          9        640:  90%|████████▉ | 466/519 [03:36<00:27,  1.96it/s]
       6/80      0.94G      1.196      1.926     0.9904      1.381          9        640:  90%|████████▉ | 466/519 [03:36<00:27,  1.96it/s]
       6/80      0.94G      1.196      1.926     0.9904      1.381          9        640:  90%|████████▉ | 467/519 [03:36<00:21,  2.42it/s]
       6/80      0.94G      1.195      1.925     0.9904      1.381          8        640:  90%|████████▉ | 467/519 [03:36<00:21,  2.42it/s]
       6/80      0.94G      1.195      1.925     0.9904      1.381          8        640:  90%|█████████ | 468/519 [03:36<00:19,  2.63it/s]
       6/80      0.94G      1.195      1.924     0.9897       1.38         11        640:  90%|█████████ | 468/519 [03:37<00:19,  2.63it/s]
       6/80      0.94G      1.195      1.924     0.9897       1.38         11        640:  90%|█████████ | 469/519 [03:37<00:27,  1.81it/s]
       6/80      0.94G      1.195      1.924     0.9899       1.38         14        640:  90%|█████████ | 469/519 [03:37<00:27,  1.81it/s]
       6/80      0.94G      1.195      1.924     0.9899       1.38         14        640:  91%|█████████ | 470/519 [03:37<00:21,  2.24it/s]
       6/80      0.94G      1.195      1.924     0.9898       1.38         11        640:  91%|█████████ | 470/519 [03:38<00:21,  2.24it/s]
       6/80      0.94G      1.195      1.924     0.9898       1.38         11        640:  91%|█████████ | 471/519 [03:38<00:18,  2.59it/s]
       6/80      0.94G      1.195      1.923       0.99       1.38         15        640:  91%|█████████ | 471/519 [03:38<00:18,  2.59it/s]
       6/80      0.94G      1.195      1.923       0.99       1.38         15        640:  91%|█████████ | 472/519 [03:38<00:16,  2.88it/s]
       6/80      0.94G      1.195      1.924     0.9897       1.38         14        640:  91%|█████████ | 472/519 [03:39<00:16,  2.88it/s]
       6/80      0.94G      1.195      1.924     0.9897       1.38         14        640:  91%|█████████ | 473/519 [03:39<00:21,  2.14it/s]
       6/80      0.94G      1.194      1.924     0.9893      1.379         10        640:  91%|█████████ | 473/519 [03:39<00:21,  2.14it/s]
       6/80      0.94G      1.194      1.924     0.9893      1.379         10        640:  91%|█████████▏| 474/519 [03:39<00:19,  2.33it/s]
       6/80      0.94G      1.194      1.925     0.9892      1.379         12        640:  91%|█████████▏| 474/519 [03:39<00:19,  2.33it/s]
       6/80      0.94G      1.194      1.925     0.9892      1.379         12        640:  92%|█████████▏| 475/519 [03:39<00:16,  2.66it/s]
       6/80      0.94G      1.194      1.925     0.9896      1.379         10        640:  92%|█████████▏| 475/519 [03:39<00:16,  2.66it/s]
       6/80      0.94G      1.194      1.925     0.9896      1.379         10        640:  92%|█████████▏| 476/519 [03:39<00:14,  3.02it/s]
       6/80      0.94G      1.194      1.926     0.9893      1.379          7        640:  92%|█████████▏| 476/519 [03:40<00:14,  3.02it/s]
       6/80      0.94G      1.194      1.926     0.9893      1.379          7        640:  92%|█████████▏| 477/519 [03:40<00:18,  2.24it/s]
       6/80      0.94G      1.194      1.925     0.9886      1.379         13        640:  92%|█████████▏| 477/519 [03:40<00:18,  2.24it/s]
       6/80      0.94G      1.194      1.925     0.9886      1.379         13        640:  92%|█████████▏| 478/519 [03:40<00:15,  2.69it/s]
       6/80      0.94G      1.193      1.925     0.9894      1.379          9        640:  92%|█████████▏| 478/519 [03:41<00:15,  2.69it/s]
       6/80      0.94G      1.193      1.925     0.9894      1.379          9        640:  92%|█████████▏| 479/519 [03:41<00:13,  3.00it/s]
       6/80      0.94G      1.193      1.925     0.9902       1.38          6        640:  92%|█████████▏| 479/519 [03:41<00:13,  3.00it/s]
       6/80      0.94G      1.193      1.925     0.9902       1.38          6        640:  92%|█████████▏| 480/519 [03:41<00:11,  3.30it/s]
       6/80      0.94G      1.193      1.925     0.9896      1.379         11        640:  92%|█████████▏| 480/519 [03:42<00:11,  3.30it/s]
       6/80      0.94G      1.193      1.925     0.9896      1.379         11        640:  93%|█████████▎| 481/519 [03:42<00:18,  2.07it/s]
       6/80      0.94G      1.192      1.924      0.989      1.379          8        640:  93%|█████████▎| 481/519 [03:42<00:18,  2.07it/s]
       6/80      0.94G      1.192      1.924      0.989      1.379          8        640:  93%|█████████▎| 482/519 [03:42<00:15,  2.39it/s]
       6/80      0.94G      1.192      1.923     0.9885      1.379          9        640:  93%|█████████▎| 482/519 [03:42<00:15,  2.39it/s]
       6/80      0.94G      1.192      1.923     0.9885      1.379          9        640:  93%|█████████▎| 483/519 [03:42<00:15,  2.28it/s]
       6/80      0.94G      1.192      1.924     0.9886      1.379         12        640:  93%|█████████▎| 483/519 [03:43<00:15,  2.28it/s]
       6/80      0.94G      1.192      1.924     0.9886      1.379         12        640:  93%|█████████▎| 484/519 [03:43<00:17,  2.03it/s]
       6/80      0.94G      1.193      1.925     0.9889      1.379         13        640:  93%|█████████▎| 484/519 [03:44<00:17,  2.03it/s]
       6/80      0.94G      1.193      1.925     0.9889      1.379         13        640:  93%|█████████▎| 485/519 [03:44<00:16,  2.10it/s]
       6/80      0.94G      1.193      1.925     0.9891      1.379          8        640:  93%|█████████▎| 485/519 [03:44<00:16,  2.10it/s]
       6/80      0.94G      1.193      1.925     0.9891      1.379          8        640:  94%|█████████▎| 486/519 [03:44<00:13,  2.53it/s]
       6/80      0.94G      1.193      1.925     0.9894      1.379         10        640:  94%|█████████▎| 486/519 [03:44<00:13,  2.53it/s]
       6/80      0.94G      1.193      1.925     0.9894      1.379         10        640:  94%|█████████▍| 487/519 [03:44<00:11,  2.83it/s]
       6/80      0.94G      1.193      1.925     0.9893      1.379          9        640:  94%|█████████▍| 487/519 [03:45<00:11,  2.83it/s]
       6/80      0.94G      1.193      1.925     0.9893      1.379          9        640:  94%|█████████▍| 488/519 [03:45<00:17,  1.81it/s]
       6/80      0.94G      1.192      1.924     0.9888      1.378          8        640:  94%|█████████▍| 488/519 [03:45<00:17,  1.81it/s]
       6/80      0.94G      1.192      1.924     0.9888      1.378          8        640:  94%|█████████▍| 489/519 [03:45<00:13,  2.20it/s]
       6/80      0.94G      1.192      1.925     0.9885      1.378         14        640:  94%|█████████▍| 489/519 [03:46<00:13,  2.20it/s]
       6/80      0.94G      1.192      1.925     0.9885      1.378         14        640:  94%|█████████▍| 490/519 [03:46<00:11,  2.42it/s]
       6/80      0.94G      1.192      1.924      0.988      1.378         14        640:  94%|█████████▍| 490/519 [03:46<00:11,  2.42it/s]
       6/80      0.94G      1.192      1.924      0.988      1.378         14        640:  95%|█████████▍| 491/519 [03:46<00:10,  2.63it/s]
       6/80      0.94G      1.192      1.924     0.9879      1.378         12        640:  95%|█████████▍| 491/519 [03:47<00:10,  2.63it/s]
       6/80      0.94G      1.192      1.924     0.9879      1.378         12        640:  95%|█████████▍| 492/519 [03:47<00:16,  1.65it/s]
       6/80      0.94G      1.192      1.927     0.9879      1.377          8        640:  95%|█████████▍| 492/519 [03:47<00:16,  1.65it/s]
       6/80      0.94G      1.192      1.927     0.9879      1.377          8        640:  95%|█████████▍| 493/519 [03:47<00:12,  2.08it/s]
       6/80      0.94G      1.192      1.929     0.9883      1.378         12        640:  95%|█████████▍| 493/519 [03:47<00:12,  2.08it/s]
       6/80      0.94G      1.192      1.929     0.9883      1.378         12        640:  95%|█████████▌| 494/519 [03:47<00:10,  2.37it/s]
       6/80      0.94G      1.191      1.927     0.9878      1.377          6        640:  95%|█████████▌| 494/519 [03:48<00:10,  2.37it/s]
       6/80      0.94G      1.191      1.927     0.9878      1.377          6        640:  95%|█████████▌| 495/519 [03:48<00:09,  2.65it/s]
       6/80      0.94G      1.191      1.927     0.9874      1.377          9        640:  95%|█████████▌| 495/519 [03:49<00:09,  2.65it/s]
       6/80      0.94G      1.191      1.927     0.9874      1.377          9        640:  96%|█████████▌| 496/519 [03:49<00:13,  1.70it/s]
       6/80      0.94G      1.191      1.927     0.9874      1.377         13        640:  96%|█████████▌| 496/519 [03:49<00:13,  1.70it/s]
       6/80      0.94G      1.191      1.927     0.9874      1.377         13        640:  96%|█████████▌| 497/519 [03:49<00:12,  1.79it/s]
       6/80      0.94G      1.191      1.926     0.9871      1.377         12        640:  96%|█████████▌| 497/519 [03:49<00:12,  1.79it/s]
       6/80      0.94G      1.191      1.926     0.9871      1.377         12        640:  96%|█████████▌| 498/519 [03:49<00:09,  2.22it/s]
       6/80      0.94G      1.191      1.926     0.9871      1.377         10        640:  96%|█████████▌| 498/519 [03:50<00:09,  2.22it/s]
       6/80      0.94G      1.191      1.926     0.9871      1.377         10        640:  96%|█████████▌| 499/519 [03:50<00:07,  2.58it/s]
       6/80      0.94G       1.19      1.926     0.9877      1.377         11        640:  96%|█████████▌| 499/519 [03:50<00:07,  2.58it/s]
       6/80      0.94G       1.19      1.926     0.9877      1.377         11        640:  96%|█████████▋| 500/519 [03:50<00:08,  2.16it/s]
       6/80      0.94G      1.191      1.926     0.9872      1.377          8        640:  96%|█████████▋| 500/519 [03:52<00:08,  2.16it/s]
       6/80      0.94G      1.191      1.926     0.9872      1.377          8        640:  97%|█████████▋| 501/519 [03:52<00:12,  1.40it/s]
       6/80      0.94G      1.191      1.926     0.9872      1.377          8        640:  97%|█████████▋| 501/519 [03:52<00:12,  1.40it/s]
       6/80      0.94G      1.191      1.926     0.9872      1.377          8        640:  97%|█████████▋| 502/519 [03:52<00:09,  1.76it/s]
       6/80      0.94G      1.192      1.926     0.9878      1.377          9        640:  97%|█████████▋| 502/519 [03:52<00:09,  1.76it/s]
       6/80      0.94G      1.192      1.926     0.9878      1.377          9        640:  97%|█████████▋| 503/519 [03:52<00:07,  2.15it/s]
       6/80      0.94G      1.192      1.926     0.9873      1.377         12        640:  97%|█████████▋| 503/519 [03:53<00:07,  2.15it/s]
       6/80      0.94G      1.192      1.926     0.9873      1.377         12        640:  97%|█████████▋| 504/519 [03:53<00:06,  2.23it/s]
       6/80      0.94G      1.192      1.927     0.9883      1.377          7        640:  97%|█████████▋| 504/519 [03:53<00:06,  2.23it/s]
       6/80      0.94G      1.192      1.927     0.9883      1.377          7        640:  97%|█████████▋| 505/519 [03:53<00:08,  1.65it/s]
       6/80      0.94G      1.192      1.926     0.9878      1.377         10        640:  97%|█████████▋| 505/519 [03:54<00:08,  1.65it/s]
       6/80      0.94G      1.192      1.926     0.9878      1.377         10        640:  97%|█████████▋| 506/519 [03:54<00:06,  1.91it/s]
       6/80      0.94G      1.192      1.927     0.9885      1.377         12        640:  97%|█████████▋| 506/519 [03:54<00:06,  1.91it/s]
       6/80      0.94G      1.192      1.927     0.9885      1.377         12        640:  98%|█████████▊| 507/519 [03:54<00:05,  2.29it/s]
       6/80      0.94G      1.191      1.928     0.9902      1.377          5        640:  98%|█████████▊| 507/519 [03:54<00:05,  2.29it/s]
       6/80      0.94G      1.191      1.928     0.9902      1.377          5        640:  98%|█████████▊| 508/519 [03:54<00:04,  2.60it/s]
       6/80      0.94G      1.191      1.927     0.9898      1.377         10        640:  98%|█████████▊| 508/519 [03:55<00:04,  2.60it/s]
       6/80      0.94G      1.191      1.927     0.9898      1.377         10        640:  98%|█████████▊| 509/519 [03:55<00:04,  2.11it/s]
       6/80      0.94G      1.191      1.927     0.9897      1.377         11        640:  98%|█████████▊| 509/519 [03:55<00:04,  2.11it/s]
       6/80      0.94G      1.191      1.927     0.9897      1.377         11        640:  98%|█████████▊| 510/519 [03:55<00:03,  2.50it/s]
       6/80      0.94G      1.191      1.926     0.9891      1.376         13        640:  98%|█████████▊| 510/519 [03:55<00:03,  2.50it/s]
       6/80      0.94G      1.191      1.926     0.9891      1.376         13        640:  98%|█████████▊| 511/519 [03:55<00:02,  2.82it/s]
       6/80      0.94G      1.191      1.925     0.9889      1.376          6        640:  98%|█████████▊| 511/519 [03:56<00:02,  2.82it/s]
       6/80      0.94G      1.191      1.925     0.9889      1.376          6        640:  99%|█████████▊| 512/519 [03:56<00:02,  2.96it/s]
       6/80      0.94G      1.191      1.925     0.9892      1.376          9        640:  99%|█████████▊| 512/519 [03:57<00:02,  2.96it/s]
       6/80      0.94G      1.191      1.925     0.9892      1.376          9        640:  99%|█████████▉| 513/519 [03:57<00:02,  2.02it/s]
       6/80      0.94G      1.191      1.925     0.9894      1.376         11        640:  99%|█████████▉| 513/519 [03:57<00:02,  2.02it/s]
       6/80      0.94G      1.191      1.925     0.9894      1.376         11        640:  99%|█████████▉| 514/519 [03:57<00:02,  2.38it/s]
       6/80      0.94G       1.19      1.924     0.9891      1.376          8        640:  99%|█████████▉| 514/519 [03:57<00:02,  2.38it/s]
       6/80      0.94G       1.19      1.924     0.9891      1.376          8        640:  99%|█████████▉| 515/519 [03:57<00:01,  2.87it/s]
       6/80      0.94G       1.19      1.924     0.9888      1.375          9        640:  99%|█████████▉| 515/519 [03:57<00:01,  2.87it/s]
       6/80      0.94G      1.189      1.923     0.9882      1.375          6        640:  99%|█████████▉| 515/519 [03:57<00:01,  2.87it/s]
       6/80      0.94G      1.189      1.923     0.9882      1.375          6        640: 100%|█████████▉| 517/519 [03:57<00:00,  4.17it/s]
       6/80      0.94G      1.189      1.923      0.988      1.375         13        640: 100%|█████████▉| 517/519 [03:57<00:00,  4.17it/s]
       6/80      0.94G      1.189      1.922     0.9878      1.375          9        640: 100%|█████████▉| 517/519 [03:57<00:00,  4.17it/s]
       6/80      0.94G      1.189      1.922     0.9878      1.375          9        640: 100%|██████████| 519/519 [03:57<00:00,  5.85it/s]
       6/80      0.94G      1.189      1.922     0.9878      1.375          9        640: 100%|██████████| 519/519 [03:58<00:00,  2.18it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:45,  6.33s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:56,  2.80s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:06<01:40,  1.63s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:10,  1.16s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:50,  1.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:07<00:34,  1.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:07<00:19,  2.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:08<00:18,  2.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:08<00:24,  2.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:09<00:27,  1.93it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:10<00:26,  1.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:10<00:28,  1.81it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:11<00:29,  1.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:11<00:27,  1.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:12<00:28,  1.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:28,  1.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:13<00:26,  1.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:25,  1.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:14<00:26,  1.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:15<00:26,  1.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:27,  1.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:16<00:26,  1.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:22,  1.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:21,  1.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:17<00:16,  2.31it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:13,  2.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:10,  3.47it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:08,  4.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:07,  4.81it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  5.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:18<00:05,  6.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.44it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.88it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:04,  6.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:19<00:04,  5.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:04,  5.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  5.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  5.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:20<00:03,  6.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  7.84it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  82%|████████▏ | 53/65 [00:21<00:01,  8.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:21<00:01,  8.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  8.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.44it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  92%|█████████▏| 60/65 [00:22<00:00,  9.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:22<00:00,  9.83it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.83it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.80it/s]
+                   all        519        519      0.935      0.918      0.964      0.661      0.937       0.92      0.967      0.642
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
       7/80      0.94G      1.428       1.83      1.175      1.388          8        640:   0%|          | 0/519 [00:03<?, ?it/s]
       7/80      0.94G      1.428       1.83      1.175      1.388          8        640:   0%|          | 1/519 [00:03<27:47,  3.22s/it]
       7/80      0.94G      1.554      2.152      1.262      1.562         10        640:   0%|          | 1/519 [00:03<27:47,  3.22s/it]
       7/80      0.94G      1.554      2.152      1.262      1.562         10        640:   0%|          | 2/519 [00:03<12:23,  1.44s/it]
       7/80      0.94G       1.42      2.177      1.109      1.491         12        640:   0%|          | 2/519 [00:03<12:23,  1.44s/it]
       7/80      0.94G       1.42      2.177      1.109      1.491         12        640:   1%|          | 3/519 [00:03<07:57,  1.08it/s]
       7/80      0.94G      1.325      2.177      1.039      1.452          8        640:   1%|          | 3/519 [00:03<07:57,  1.08it/s]
       7/80      0.94G      1.325      2.177      1.039      1.452          8        640:   1%|          | 4/519 [00:03<05:42,  1.51it/s]
       7/80      0.94G      1.195      2.001     0.9832      1.376          9        640:   1%|          | 4/519 [00:04<05:42,  1.51it/s]
       7/80      0.94G      1.195      2.001     0.9832      1.376          9        640:   1%|          | 5/519 [00:04<05:25,  1.58it/s]
       7/80      0.94G      1.285      1.973      1.002      1.436          6        640:   1%|          | 5/519 [00:04<05:25,  1.58it/s]
       7/80      0.94G      1.285      1.973      1.002      1.436          6        640:   1%|          | 6/519 [00:04<04:45,  1.80it/s]
       7/80      0.94G      1.279      1.947      1.009      1.437         14        640:   1%|          | 6/519 [00:05<04:45,  1.80it/s]
       7/80      0.94G      1.279      1.947      1.009      1.437         14        640:   1%|▏         | 7/519 [00:05<04:29,  1.90it/s]
       7/80      0.94G      1.261      1.946      1.006       1.41         14        640:   1%|▏         | 7/519 [00:05<04:29,  1.90it/s]
       7/80      0.94G      1.261      1.946      1.006       1.41         14        640:   2%|▏         | 8/519 [00:05<03:42,  2.30it/s]
       7/80      0.94G      1.228      1.885     0.9676      1.376         13        640:   2%|▏         | 8/519 [00:05<03:42,  2.30it/s]
       7/80      0.94G      1.228      1.885     0.9676      1.376         13        640:   2%|▏         | 9/519 [00:05<03:21,  2.53it/s]
       7/80      0.94G      1.206      1.852     0.9643      1.375          9        640:   2%|▏         | 9/519 [00:06<03:21,  2.53it/s]
       7/80      0.94G      1.206      1.852     0.9643      1.375          9        640:   2%|▏         | 10/519 [00:06<03:47,  2.24it/s]
       7/80      0.94G      1.174      1.817     0.9636      1.357         11        640:   2%|▏         | 10/519 [00:07<03:47,  2.24it/s]
       7/80      0.94G      1.174      1.817     0.9636      1.357         11        640:   2%|▏         | 11/519 [00:07<03:51,  2.19it/s]
       7/80      0.94G      1.195      1.799      1.017      1.372          6        640:   2%|▏         | 11/519 [00:07<03:51,  2.19it/s]
       7/80      0.94G      1.195      1.799      1.017      1.372          6        640:   2%|▏         | 12/519 [00:07<03:21,  2.52it/s]
       7/80      0.94G       1.18      1.783      1.002      1.366         11        640:   2%|▏         | 12/519 [00:07<03:21,  2.52it/s]
       7/80      0.94G       1.18      1.783      1.002      1.366         11        640:   3%|▎         | 13/519 [00:07<03:00,  2.80it/s]
       7/80      0.94G      1.196      1.812      1.032      1.379         12        640:   3%|▎         | 13/519 [00:08<03:00,  2.80it/s]
       7/80      0.94G      1.196      1.812      1.032      1.379         12        640:   3%|▎         | 14/519 [00:08<03:55,  2.14it/s]
       7/80      0.94G      1.196      1.823       1.02      1.383          9        640:   3%|▎         | 14/519 [00:09<03:55,  2.14it/s]
       7/80      0.94G      1.196      1.823       1.02      1.383          9        640:   3%|▎         | 15/519 [00:09<04:59,  1.68it/s]
       7/80      0.94G      1.178      1.815      1.002      1.374         11        640:   3%|▎         | 15/519 [00:09<04:59,  1.68it/s]
       7/80      0.94G      1.178      1.815      1.002      1.374         11        640:   3%|▎         | 16/519 [00:09<04:01,  2.08it/s]
       7/80      0.94G      1.168      1.775     0.9911      1.358         10        640:   3%|▎         | 16/519 [00:09<04:01,  2.08it/s]
       7/80      0.94G      1.168      1.775     0.9911      1.358         10        640:   3%|▎         | 17/519 [00:09<03:47,  2.21it/s]
       7/80      0.94G       1.19      1.824     0.9952      1.374          9        640:   3%|▎         | 17/519 [00:10<03:47,  2.21it/s]
       7/80      0.94G       1.19      1.824     0.9952      1.374          9        640:   3%|▎         | 18/519 [00:10<03:14,  2.57it/s]
       7/80      0.94G      1.195      1.818      1.004      1.377          9        640:   3%|▎         | 18/519 [00:11<03:14,  2.57it/s]
       7/80      0.94G      1.195      1.818      1.004      1.377          9        640:   4%|▎         | 19/519 [00:11<05:56,  1.40it/s]
       7/80      0.94G      1.195      1.841          1      1.375         12        640:   4%|▎         | 19/519 [00:11<05:56,  1.40it/s]
       7/80      0.94G      1.195      1.841          1      1.375         12        640:   4%|▍         | 20/519 [00:11<04:46,  1.74it/s]
       7/80      0.94G      1.194      1.851      1.002      1.384         11        640:   4%|▍         | 20/519 [00:12<04:46,  1.74it/s]
       7/80      0.94G      1.194      1.851      1.002      1.384         11        640:   4%|▍         | 21/519 [00:12<04:14,  1.96it/s]
       7/80      0.94G      1.192      1.836     0.9918      1.388          8        640:   4%|▍         | 21/519 [00:12<04:14,  1.96it/s]
       7/80      0.94G      1.192      1.836     0.9918      1.388          8        640:   4%|▍         | 22/519 [00:12<03:34,  2.32it/s]
       7/80      0.94G      1.198      1.842     0.9861      1.391          6        640:   4%|▍         | 22/519 [00:13<03:34,  2.32it/s]
       7/80      0.94G      1.198      1.842     0.9861      1.391          6        640:   4%|▍         | 23/519 [00:13<05:12,  1.59it/s]
       7/80      0.94G      1.214      1.862     0.9901      1.392          9        640:   4%|▍         | 23/519 [00:13<05:12,  1.59it/s]
       7/80      0.94G      1.214      1.862     0.9901      1.392          9        640:   5%|▍         | 24/519 [00:13<04:15,  1.93it/s]
       7/80      0.94G      1.227      1.861     0.9942      1.416          5        640:   5%|▍         | 24/519 [00:13<04:15,  1.93it/s]
       7/80      0.94G      1.227      1.861     0.9942      1.416          5        640:   5%|▍         | 25/519 [00:13<03:33,  2.31it/s]
       7/80      0.94G      1.232       1.87     0.9952      1.416         11        640:   5%|▍         | 25/519 [00:14<03:33,  2.31it/s]
       7/80      0.94G      1.232       1.87     0.9952      1.416         11        640:   5%|▌         | 26/519 [00:14<02:59,  2.75it/s]
       7/80      0.94G      1.231      1.861     0.9851      1.411         14        640:   5%|▌         | 26/519 [00:15<02:59,  2.75it/s]
       7/80      0.94G      1.231      1.861     0.9851      1.411         14        640:   5%|▌         | 27/519 [00:15<04:26,  1.85it/s]
       7/80      0.94G      1.236      1.885      0.989      1.408         12        640:   5%|▌         | 27/519 [00:15<04:26,  1.85it/s]
       7/80      0.94G      1.236      1.885      0.989      1.408         12        640:   5%|▌         | 28/519 [00:15<03:36,  2.27it/s]
       7/80      0.94G      1.239      1.891     0.9918      1.407         12        640:   5%|▌         | 28/519 [00:15<03:36,  2.27it/s]
       7/80      0.94G      1.239      1.891     0.9918      1.407         12        640:   6%|▌         | 29/519 [00:15<03:01,  2.71it/s]
       7/80      0.94G      1.234      1.904     0.9988      1.403         13        640:   6%|▌         | 29/519 [00:15<03:01,  2.71it/s]
       7/80      0.94G      1.234      1.904     0.9988      1.403         13        640:   6%|▌         | 30/519 [00:15<02:43,  3.00it/s]
       7/80      0.94G      1.224       1.89      1.002        1.4         10        640:   6%|▌         | 30/519 [00:17<02:43,  3.00it/s]
       7/80      0.94G      1.224       1.89      1.002        1.4         10        640:   6%|▌         | 31/519 [00:17<05:02,  1.61it/s]
       7/80      0.94G      1.226      1.891     0.9982      1.404         10        640:   6%|▌         | 31/519 [00:17<05:02,  1.61it/s]
       7/80      0.94G      1.226      1.891     0.9982      1.404         10        640:   6%|▌         | 32/519 [00:17<03:59,  2.03it/s]
       7/80      0.94G       1.23      1.872      1.007      1.404          7        640:   6%|▌         | 32/519 [00:17<03:59,  2.03it/s]
       7/80      0.94G       1.23      1.872      1.007      1.404          7        640:   6%|▋         | 33/519 [00:17<03:30,  2.31it/s]
       7/80      0.94G      1.219      1.848     0.9998      1.395          9        640:   6%|▋         | 33/519 [00:17<03:30,  2.31it/s]
       7/80      0.94G      1.219      1.848     0.9998      1.395          9        640:   7%|▋         | 34/519 [00:17<02:55,  2.76it/s]
       7/80      0.94G      1.211      1.832     0.9904      1.387         10        640:   7%|▋         | 34/519 [00:19<02:55,  2.76it/s]
       7/80      0.94G      1.211      1.832     0.9904      1.387         10        640:   7%|▋         | 35/519 [00:19<06:43,  1.20it/s]
       7/80      0.94G      1.219      1.838     0.9915      1.397          7        640:   7%|▋         | 35/519 [00:19<06:43,  1.20it/s]
       7/80      0.94G      1.219      1.838     0.9915      1.397          7        640:   7%|▋         | 36/519 [00:19<05:09,  1.56it/s]
       7/80      0.94G      1.217      1.856     0.9942      1.393         12        640:   7%|▋         | 36/519 [00:20<05:09,  1.56it/s]
       7/80      0.94G      1.217      1.856     0.9942      1.393         12        640:   7%|▋         | 37/519 [00:20<04:10,  1.93it/s]
       7/80      0.94G      1.224      1.873      1.003      1.398         10        640:   7%|▋         | 37/519 [00:20<04:10,  1.93it/s]
       7/80      0.94G      1.224      1.873      1.003      1.398         10        640:   7%|▋         | 38/519 [00:20<03:22,  2.37it/s]
       7/80      0.94G       1.22      1.879     0.9973      1.401         11        640:   7%|▋         | 38/519 [00:21<03:22,  2.37it/s]
       7/80      0.94G       1.22      1.879     0.9973      1.401         11        640:   8%|▊         | 39/519 [00:21<04:34,  1.75it/s]
       7/80      0.94G      1.232      1.896      1.008       1.41         10        640:   8%|▊         | 39/519 [00:21<04:34,  1.75it/s]
       7/80      0.94G      1.232      1.896      1.008       1.41         10        640:   8%|▊         | 40/519 [00:21<03:53,  2.05it/s]
       7/80      0.94G      1.232      1.906      1.009      1.407         11        640:   8%|▊         | 40/519 [00:21<03:53,  2.05it/s]
       7/80      0.94G      1.232      1.906      1.009      1.407         11        640:   8%|▊         | 41/519 [00:21<03:11,  2.49it/s]
       7/80      0.94G      1.222      1.892      1.003        1.4         14        640:   8%|▊         | 41/519 [00:21<03:11,  2.49it/s]
       7/80      0.94G      1.222      1.892      1.003        1.4         14        640:   8%|▊         | 42/519 [00:21<02:48,  2.84it/s]
       7/80      0.94G      1.237      1.925      1.018      1.405         11        640:   8%|▊         | 42/519 [00:22<02:48,  2.84it/s]
       7/80      0.94G      1.237      1.925      1.018      1.405         11        640:   8%|▊         | 43/519 [00:22<04:22,  1.81it/s]
       7/80      0.94G      1.232      1.916      1.009      1.399         11        640:   8%|▊         | 43/519 [00:23<04:22,  1.81it/s]
       7/80      0.94G      1.232      1.916      1.009      1.399         11        640:   8%|▊         | 44/519 [00:23<03:35,  2.21it/s]
       7/80      0.94G      1.228      1.911      1.006      1.395         11        640:   8%|▊         | 44/519 [00:23<03:35,  2.21it/s]
       7/80      0.94G      1.228      1.911      1.006      1.395         11        640:   9%|▊         | 45/519 [00:23<03:07,  2.53it/s]
       7/80      0.94G      1.232      1.934      1.008      1.395         10        640:   9%|▊         | 45/519 [00:23<03:07,  2.53it/s]
       7/80      0.94G      1.232      1.934      1.008      1.395         10        640:   9%|▉         | 46/519 [00:23<02:26,  3.22it/s]
       7/80      0.94G      1.237      1.927      1.011      1.406          6        640:   9%|▉         | 46/519 [00:24<02:26,  3.22it/s]
       7/80      0.94G      1.237      1.927      1.011      1.406          6        640:   9%|▉         | 47/519 [00:24<05:04,  1.55it/s]
       7/80      0.94G      1.236      1.924      1.008      1.404         10        640:   9%|▉         | 47/519 [00:25<05:04,  1.55it/s]
       7/80      0.94G      1.236      1.924      1.008      1.404         10        640:   9%|▉         | 48/519 [00:25<04:10,  1.88it/s]
       7/80      0.94G      1.242      1.929      1.007       1.41          9        640:   9%|▉         | 48/519 [00:25<04:10,  1.88it/s]
       7/80      0.94G      1.242      1.929      1.007       1.41          9        640:   9%|▉         | 49/519 [00:25<03:32,  2.21it/s]
       7/80      0.94G      1.233      1.917          1      1.403         10        640:   9%|▉         | 49/519 [00:25<03:32,  2.21it/s]
       7/80      0.94G      1.233      1.917          1      1.403         10        640:  10%|▉         | 50/519 [00:25<03:06,  2.52it/s]
       7/80      0.94G      1.232      1.907     0.9999      1.409          6        640:  10%|▉         | 50/519 [00:26<03:06,  2.52it/s]
       7/80      0.94G      1.232      1.907     0.9999      1.409          6        640:  10%|▉         | 51/519 [00:26<04:30,  1.73it/s]
       7/80      0.94G      1.229      1.895     0.9989      1.406          8        640:  10%|▉         | 51/519 [00:26<04:30,  1.73it/s]
       7/80      0.94G      1.229      1.895     0.9989      1.406          8        640:  10%|█         | 52/519 [00:26<03:42,  2.10it/s]
       7/80      0.94G      1.235        1.9      1.001      1.413          5        640:  10%|█         | 52/519 [00:27<03:42,  2.10it/s]
       7/80      0.94G      1.235        1.9      1.001      1.413          5        640:  10%|█         | 53/519 [00:27<03:10,  2.44it/s]
       7/80      0.94G      1.235        1.9          1      1.411         15        640:  10%|█         | 53/519 [00:27<03:10,  2.44it/s]
       7/80      0.94G      1.235        1.9          1      1.411         15        640:  10%|█         | 54/519 [00:27<02:45,  2.81it/s]
       7/80      0.94G      1.229      1.905     0.9992      1.409         11        640:  10%|█         | 54/519 [00:28<02:45,  2.81it/s]
       7/80      0.94G      1.229      1.905     0.9992      1.409         11        640:  11%|█         | 55/519 [00:28<03:37,  2.14it/s]
       7/80      0.94G      1.226      1.898     0.9928      1.406         11        640:  11%|█         | 55/519 [00:28<03:37,  2.14it/s]
       7/80      0.94G      1.226      1.898     0.9928      1.406         11        640:  11%|█         | 56/519 [00:28<03:00,  2.57it/s]
       7/80      0.94G      1.223       1.89     0.9858      1.401          6        640:  11%|█         | 56/519 [00:28<03:00,  2.57it/s]
       7/80      0.94G      1.223       1.89     0.9858      1.401          6        640:  11%|█         | 57/519 [00:28<02:44,  2.81it/s]
       7/80      0.94G      1.221      1.888     0.9822      1.401          9        640:  11%|█         | 57/519 [00:29<02:44,  2.81it/s]
       7/80      0.94G      1.221      1.888     0.9822      1.401          9        640:  11%|█         | 58/519 [00:29<03:19,  2.31it/s]
       7/80      0.94G      1.231      1.905     0.9917      1.408          7        640:  11%|█         | 58/519 [00:29<03:19,  2.31it/s]
       7/80      0.94G      1.231      1.905     0.9917      1.408          7        640:  11%|█▏        | 59/519 [00:29<03:25,  2.24it/s]
       7/80      0.94G      1.228      1.891     0.9959      1.411          6        640:  11%|█▏        | 59/519 [00:30<03:25,  2.24it/s]
       7/80      0.94G      1.228      1.891     0.9959      1.411          6        640:  12%|█▏        | 60/519 [00:30<03:20,  2.29it/s]
       7/80      0.94G       1.23      1.891     0.9955      1.411          8        640:  12%|█▏        | 60/519 [00:30<03:20,  2.29it/s]
       7/80      0.94G       1.23      1.891     0.9955      1.411          8        640:  12%|█▏        | 61/519 [00:30<02:46,  2.75it/s]
       7/80      0.94G      1.224      1.892     0.9928      1.407         12        640:  12%|█▏        | 61/519 [00:31<02:46,  2.75it/s]
       7/80      0.94G      1.224      1.892     0.9928      1.407         12        640:  12%|█▏        | 62/519 [00:31<03:52,  1.96it/s]
       7/80      0.94G      1.223      1.892      0.994      1.409          8        640:  12%|█▏        | 62/519 [00:32<03:52,  1.96it/s]
       7/80      0.94G      1.223      1.892      0.994      1.409          8        640:  12%|█▏        | 63/519 [00:32<05:05,  1.49it/s]
       7/80      0.94G      1.221      1.888     0.9904      1.405         16        640:  12%|█▏        | 63/519 [00:32<05:05,  1.49it/s]
       7/80      0.94G      1.221      1.888     0.9904      1.405         16        640:  12%|█▏        | 64/519 [00:32<04:07,  1.84it/s]
       7/80      0.94G      1.218      1.885      0.989      1.402          8        640:  12%|█▏        | 64/519 [00:32<04:07,  1.84it/s]
       7/80      0.94G      1.218      1.885      0.989      1.402          8        640:  13%|█▎        | 65/519 [00:32<03:25,  2.21it/s]
       7/80      0.94G      1.215      1.879     0.9875      1.402          6        640:  13%|█▎        | 65/519 [00:33<03:25,  2.21it/s]
       7/80      0.94G      1.215      1.879     0.9875      1.402          6        640:  13%|█▎        | 66/519 [00:33<03:06,  2.42it/s]
       7/80      0.94G       1.22      1.886     0.9886      1.405          8        640:  13%|█▎        | 66/519 [00:34<03:06,  2.42it/s]
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       7/80      0.94G      1.199      1.948     0.9963      1.406          4        640:  25%|██▌       | 131/519 [01:04<03:46,  1.71it/s]
       7/80      0.94G      1.199      1.948     0.9963      1.406          4        640:  25%|██▌       | 132/519 [01:04<03:11,  2.02it/s]
       7/80      0.94G      1.198      1.949     0.9948      1.406         11        640:  25%|██▌       | 132/519 [01:04<03:11,  2.02it/s]
       7/80      0.94G      1.198      1.949     0.9948      1.406         11        640:  26%|██▌       | 133/519 [01:04<02:36,  2.47it/s]
       7/80      0.94G      1.197      1.956     0.9961      1.404         10        640:  26%|██▌       | 133/519 [01:05<02:36,  2.47it/s]
       7/80      0.94G      1.197      1.956     0.9961      1.404         10        640:  26%|██▌       | 134/519 [01:05<03:23,  1.89it/s]
       7/80      0.94G      1.197      1.955      0.994      1.403         10        640:  26%|██▌       | 134/519 [01:05<03:23,  1.89it/s]
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       7/80      0.94G      1.201      1.958     0.9962      1.404          7        640:  26%|██▋       | 137/519 [01:07<03:34,  1.78it/s]
       7/80      0.94G      1.201      1.958     0.9962      1.404          7        640:  27%|██▋       | 138/519 [01:07<02:56,  2.16it/s]
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       7/80      0.94G        1.2      1.951     0.9942      1.407          8        640:  27%|██▋       | 140/519 [01:09<03:40,  1.72it/s]
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       7/80      0.94G      1.204      1.956      1.001       1.41          7        640:  27%|██▋       | 141/519 [01:10<03:09,  2.00it/s]
       7/80      0.94G      1.204      1.956      1.001       1.41          7        640:  27%|██▋       | 142/519 [01:10<03:30,  1.79it/s]
       7/80      0.94G      1.201      1.954      0.998      1.408         10        640:  27%|██▋       | 142/519 [01:10<03:30,  1.79it/s]
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       7/80      0.94G      1.201      1.951     0.9969      1.408          9        640:  28%|██▊       | 145/519 [01:11<02:15,  2.77it/s]
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       7/80      0.94G      1.202      1.947     0.9971      1.408          8        640:  28%|██▊       | 146/519 [01:11<03:00,  2.07it/s]
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       7/80      0.94G      1.203      1.942     0.9965      1.408          6        640:  29%|██▊       | 149/519 [01:13<02:26,  2.53it/s]
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       7/80      0.94G      1.202      1.928     0.9914      1.405          5        640:  30%|███       | 156/519 [01:16<02:38,  2.29it/s]
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       7/80      0.94G      1.202      1.928     0.9907      1.405         12        640:  30%|███       | 157/519 [01:16<02:16,  2.65it/s]
       7/80      0.94G      1.206      1.928     0.9908      1.408         10        640:  30%|███       | 157/519 [01:18<02:16,  2.65it/s]
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       7/80      0.94G      1.205      1.926       0.99      1.407         15        640:  30%|███       | 158/519 [01:18<04:54,  1.23it/s]
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       7/80      0.94G      1.199       1.92     0.9879      1.403          7        640:  31%|███       | 161/519 [01:19<02:37,  2.28it/s]
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       7/80      0.94G      1.199      1.915     0.9897      1.402          8        640:  32%|███▏      | 164/519 [01:20<02:14,  2.65it/s]
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       7/80      0.94G      1.198      1.912     0.9891        1.4          8        640:  32%|███▏      | 165/519 [01:21<01:57,  3.00it/s]
       7/80      0.94G      1.198      1.912     0.9891        1.4          8        640:  32%|███▏      | 166/519 [01:21<02:36,  2.25it/s]
       7/80      0.94G      1.198      1.912     0.9878      1.399         10        640:  32%|███▏      | 166/519 [01:21<02:36,  2.25it/s]
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       7/80      0.94G      1.199      1.915     0.9874        1.4         11        640:  32%|███▏      | 167/519 [01:21<02:18,  2.54it/s]
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       7/80      0.94G      1.198      1.914     0.9874        1.4         11        640:  32%|███▏      | 168/519 [01:21<02:02,  2.86it/s]
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       7/80      0.94G      1.197      1.913     0.9863        1.4         12        640:  33%|███▎      | 170/519 [01:23<03:20,  1.74it/s]
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       7/80      0.94G      1.195      1.912     0.9848      1.398         16        640:  33%|███▎      | 171/519 [01:23<02:42,  2.14it/s]
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       7/80      0.94G      1.193      1.908     0.9835      1.396         10        640:  33%|███▎      | 172/519 [01:23<02:16,  2.54it/s]
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       7/80      0.94G      1.192      1.908     0.9843      1.397          8        640:  33%|███▎      | 173/519 [01:24<02:00,  2.87it/s]
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       7/80      0.94G      1.191      1.913     0.9871      1.397          6        640:  34%|███▎      | 174/519 [01:25<03:23,  1.69it/s]
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       7/80      0.94G      1.191      1.916     0.9863      1.397          9        640:  34%|███▍      | 176/519 [01:25<02:15,  2.53it/s]
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       7/80      0.94G      1.192      1.914     0.9836      1.397         14        640:  34%|███▍      | 178/519 [01:26<03:03,  1.85it/s]
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       7/80      0.94G      1.191      1.911     0.9822      1.396         14        640:  35%|███▍      | 180/519 [01:27<02:17,  2.46it/s]
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       7/80      0.94G      1.193      1.908     0.9825      1.397          8        640:  36%|███▌      | 186/519 [01:30<02:59,  1.85it/s]
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       7/80      0.94G      1.191      1.902     0.9794      1.397         13        640:  36%|███▌      | 188/519 [01:30<02:09,  2.56it/s]
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       7/80      0.94G      1.193      1.906     0.9806      1.399         10        640:  36%|███▋      | 189/519 [01:31<01:50,  3.00it/s]
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       7/80      0.94G      1.194       1.91     0.9808      1.399          6        640:  37%|███▋      | 190/519 [01:32<02:58,  1.85it/s]
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       7/80      0.94G      1.194       1.91      0.981      1.399         10        640:  37%|███▋      | 191/519 [01:32<02:22,  2.30it/s]
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       7/80      0.94G      1.195       1.91     0.9813        1.4         11        640:  37%|███▋      | 192/519 [01:32<02:01,  2.69it/s]
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       7/80      0.94G      1.191      1.908     0.9804      1.399          4        640:  37%|███▋      | 193/519 [01:33<01:50,  2.95it/s]
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       7/80      0.94G      1.187      1.887     0.9695       1.39          9        640:  74%|███████▍  | 386/519 [03:01<01:20,  1.65it/s]
       7/80      0.94G      1.186      1.886     0.9689       1.39         10        640:  74%|███████▍  | 386/519 [03:01<01:20,  1.65it/s]
       7/80      0.94G      1.186      1.886     0.9689       1.39         10        640:  75%|███████▍  | 387/519 [03:01<01:07,  1.97it/s]
       7/80      0.94G      1.188      1.889     0.9698      1.392          7        640:  75%|███████▍  | 387/519 [03:01<01:07,  1.97it/s]
       7/80      0.94G      1.188      1.889     0.9698      1.392          7        640:  75%|███████▍  | 388/519 [03:01<00:56,  2.33it/s]
       7/80      0.94G      1.188      1.889     0.9696      1.392         11        640:  75%|███████▍  | 388/519 [03:03<00:56,  2.33it/s]
       7/80      0.94G      1.188      1.889     0.9696      1.392         11        640:  75%|███████▍  | 389/519 [03:03<01:32,  1.41it/s]
       7/80      0.94G      1.188      1.889     0.9694      1.392         14        640:  75%|███████▍  | 389/519 [03:03<01:32,  1.41it/s]
       7/80      0.94G      1.188      1.889     0.9694      1.392         14        640:  75%|███████▌  | 390/519 [03:03<01:11,  1.81it/s]
       7/80      0.94G      1.189      1.889     0.9712      1.392          7        640:  75%|███████▌  | 390/519 [03:03<01:11,  1.81it/s]
       7/80      0.94G      1.189      1.889     0.9712      1.392          7        640:  75%|███████▌  | 391/519 [03:03<00:56,  2.26it/s]
       7/80      0.94G      1.188      1.887     0.9709      1.391         11        640:  75%|███████▌  | 391/519 [03:03<00:56,  2.26it/s]
       7/80      0.94G      1.188      1.887     0.9709      1.391         11        640:  76%|███████▌  | 392/519 [03:03<00:49,  2.58it/s]
       7/80      0.94G      1.188      1.888     0.9706      1.391         11        640:  76%|███████▌  | 392/519 [03:05<00:49,  2.58it/s]
       7/80      0.94G      1.188      1.888     0.9706      1.391         11        640:  76%|███████▌  | 393/519 [03:05<01:22,  1.53it/s]
       7/80      0.94G      1.187      1.887     0.9697      1.391          8        640:  76%|███████▌  | 393/519 [03:05<01:22,  1.53it/s]
       7/80      0.94G      1.187      1.887     0.9697      1.391          8        640:  76%|███████▌  | 394/519 [03:05<01:03,  1.96it/s]
       7/80      0.94G      1.186      1.886       0.97       1.39          7        640:  76%|███████▌  | 394/519 [03:05<01:03,  1.96it/s]
       7/80      0.94G      1.186      1.886       0.97       1.39          7        640:  76%|███████▌  | 395/519 [03:05<00:52,  2.35it/s]
       7/80      0.94G      1.187      1.887     0.9704      1.392          7        640:  76%|███████▌  | 395/519 [03:05<00:52,  2.35it/s]
       7/80      0.94G      1.187      1.887     0.9704      1.392          7        640:  76%|███████▋  | 396/519 [03:05<00:46,  2.62it/s]
       7/80      0.94G      1.187      1.886     0.9697      1.391         14        640:  76%|███████▋  | 396/519 [03:06<00:46,  2.62it/s]
       7/80      0.94G      1.187      1.886     0.9697      1.391         14        640:  76%|███████▋  | 397/519 [03:06<01:04,  1.91it/s]
       7/80      0.94G      1.187      1.886     0.9692      1.391         10        640:  76%|███████▋  | 397/519 [03:06<01:04,  1.91it/s]
       7/80      0.94G      1.187      1.886     0.9692      1.391         10        640:  77%|███████▋  | 398/519 [03:06<00:52,  2.30it/s]
       7/80      0.94G      1.187      1.886     0.9689       1.39         10        640:  77%|███████▋  | 398/519 [03:07<00:52,  2.30it/s]
       7/80      0.94G      1.187      1.886     0.9689       1.39         10        640:  77%|███████▋  | 399/519 [03:07<00:45,  2.62it/s]
       7/80      0.94G      1.186      1.886     0.9684       1.39         10        640:  77%|███████▋  | 399/519 [03:07<00:45,  2.62it/s]
       7/80      0.94G      1.186      1.886     0.9684       1.39         10        640:  77%|███████▋  | 400/519 [03:07<00:39,  3.01it/s]
       7/80      0.94G      1.185      1.885      0.968      1.389         11        640:  77%|███████▋  | 400/519 [03:08<00:39,  3.01it/s]
       7/80      0.94G      1.185      1.885      0.968      1.389         11        640:  77%|███████▋  | 401/519 [03:08<01:14,  1.59it/s]
       7/80      0.94G      1.185      1.884     0.9675      1.389         10        640:  77%|███████▋  | 401/519 [03:08<01:14,  1.59it/s]
       7/80      0.94G      1.185      1.884     0.9675      1.389         10        640:  77%|███████▋  | 402/519 [03:08<01:00,  1.93it/s]
       7/80      0.94G      1.185      1.885     0.9675      1.389         12        640:  77%|███████▋  | 402/519 [03:09<01:00,  1.93it/s]
       7/80      0.94G      1.185      1.885     0.9675      1.389         12        640:  78%|███████▊  | 403/519 [03:09<00:52,  2.20it/s]
       7/80      0.94G      1.186      1.885     0.9682       1.39          7        640:  78%|███████▊  | 403/519 [03:09<00:52,  2.20it/s]
       7/80      0.94G      1.186      1.885     0.9682       1.39          7        640:  78%|███████▊  | 404/519 [03:09<00:44,  2.56it/s]
       7/80      0.94G      1.186      1.885     0.9678       1.39         11        640:  78%|███████▊  | 404/519 [03:11<00:44,  2.56it/s]
       7/80      0.94G      1.186      1.885     0.9678       1.39         11        640:  78%|███████▊  | 405/519 [03:11<01:31,  1.25it/s]
       7/80      0.94G      1.186      1.884     0.9669       1.39          9        640:  78%|███████▊  | 405/519 [03:11<01:31,  1.25it/s]
       7/80      0.94G      1.186      1.884     0.9669       1.39          9        640:  78%|███████▊  | 406/519 [03:11<01:10,  1.59it/s]
       7/80      0.94G      1.186      1.884      0.967       1.39         10        640:  78%|███████▊  | 406/519 [03:11<01:10,  1.59it/s]
       7/80      0.94G      1.186      1.884      0.967       1.39         10        640:  78%|███████▊  | 407/519 [03:11<00:55,  2.01it/s]
       7/80      0.94G      1.185      1.885     0.9664       1.39          8        640:  78%|███████▊  | 407/519 [03:11<00:55,  2.01it/s]
       7/80      0.94G      1.185      1.885     0.9664       1.39          8        640:  79%|███████▊  | 408/519 [03:11<00:46,  2.37it/s]
       7/80      0.94G      1.185      1.886     0.9658      1.389          9        640:  79%|███████▊  | 408/519 [03:13<00:46,  2.37it/s]
       7/80      0.94G      1.185      1.886     0.9658      1.389          9        640:  79%|███████▉  | 409/519 [03:13<01:19,  1.39it/s]
       7/80      0.94G      1.185      1.885     0.9661      1.389         12        640:  79%|███████▉  | 409/519 [03:13<01:19,  1.39it/s]
       7/80      0.94G      1.185      1.885     0.9661      1.389         12        640:  79%|███████▉  | 410/519 [03:13<01:01,  1.78it/s]
       7/80      0.94G      1.185      1.884     0.9658      1.389         10        640:  79%|███████▉  | 410/519 [03:13<01:01,  1.78it/s]
       7/80      0.94G      1.185      1.884     0.9658      1.389         10        640:  79%|███████▉  | 411/519 [03:13<00:49,  2.17it/s]
       7/80      0.94G      1.186      1.885     0.9652      1.389         11        640:  79%|███████▉  | 411/519 [03:13<00:49,  2.17it/s]
       7/80      0.94G      1.186      1.885     0.9652      1.389         11        640:  79%|███████▉  | 412/519 [03:13<00:43,  2.44it/s]
       7/80      0.94G      1.186      1.884     0.9649       1.39          9        640:  79%|███████▉  | 412/519 [03:14<00:43,  2.44it/s]
       7/80      0.94G      1.186      1.884     0.9649       1.39          9        640:  80%|███████▉  | 413/519 [03:14<00:56,  1.88it/s]
       7/80      0.94G      1.186      1.885     0.9646      1.389         12        640:  80%|███████▉  | 413/519 [03:15<00:56,  1.88it/s]
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       7/80      0.94G      1.186      1.885     0.9649      1.389         13        640:  80%|███████▉  | 414/519 [03:15<00:46,  2.28it/s]
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       7/80      0.94G      1.186      1.884     0.9643      1.389          9        640:  80%|████████  | 416/519 [03:15<00:34,  2.95it/s]
       7/80      0.94G      1.185      1.883     0.9638      1.389         11        640:  80%|████████  | 416/519 [03:17<00:34,  2.95it/s]
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       7/80      0.94G      1.186      1.882     0.9629       1.39          8        640:  81%|████████  | 420/519 [03:18<00:41,  2.39it/s]
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       7/80      0.94G      1.186      1.882     0.9627      1.389          9        640:  81%|████████▏ | 422/519 [03:18<00:34,  2.83it/s]
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       7/80      0.94G      1.187      1.884     0.9627       1.39          8        640:  82%|████████▏ | 427/519 [03:20<00:31,  2.95it/s]
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       7/80      0.94G      1.188      1.886     0.9639      1.392          6        640:  83%|████████▎ | 430/519 [03:22<00:52,  1.70it/s]
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       7/80      0.94G      1.183      1.881     0.9604      1.389         13        640:  86%|████████▌ | 447/519 [03:31<00:30,  2.39it/s]
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       7/80      0.94G      1.184      1.881     0.9607      1.389         11        640:  86%|████████▋ | 448/519 [03:31<00:43,  1.62it/s]
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       7/80      0.94G      1.185      1.881     0.9617      1.391          6        640:  87%|████████▋ | 449/519 [03:31<00:35,  2.00it/s]
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       7/80      0.94G       1.19      1.889     0.9656      1.395         12        640:  89%|████████▉ | 462/519 [03:38<00:32,  1.77it/s]
       7/80      0.94G       1.19      1.889     0.9656      1.395         12        640:  89%|████████▉ | 463/519 [03:38<00:25,  2.21it/s]
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       7/80      0.94G      1.188      1.887     0.9644      1.393         10        640:  92%|█████████▏| 475/519 [03:44<00:22,  1.98it/s]
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       7/80      0.94G      1.188      1.887     0.9649      1.393          7        640:  92%|█████████▏| 476/519 [03:44<00:18,  2.35it/s]
       7/80      0.94G      1.188      1.887     0.9649      1.392          9        640:  92%|█████████▏| 476/519 [03:45<00:18,  2.35it/s]
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       7/80      0.94G      1.187      1.888     0.9646      1.392          6        640:  92%|█████████▏| 477/519 [03:45<00:27,  1.52it/s]
       7/80      0.94G      1.187      1.888     0.9646      1.392          6        640:  92%|█████████▏| 478/519 [03:45<00:21,  1.90it/s]
       7/80      0.94G      1.187      1.891     0.9648      1.392         10        640:  92%|█████████▏| 478/519 [03:46<00:21,  1.90it/s]
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       7/80      0.94G      1.188      1.891     0.9637      1.393          6        640:  93%|█████████▎| 481/519 [03:47<00:24,  1.57it/s]
       7/80      0.94G      1.187       1.89     0.9633      1.392          4        640:  93%|█████████▎| 481/519 [03:47<00:24,  1.57it/s]
       7/80      0.94G      1.187       1.89     0.9633      1.392          4        640:  93%|█████████▎| 482/519 [03:47<00:18,  1.98it/s]
       7/80      0.94G      1.187       1.89     0.9642      1.392          9        640:  93%|█████████▎| 482/519 [03:47<00:18,  1.98it/s]
       7/80      0.94G      1.187       1.89     0.9642      1.392          9        640:  93%|█████████▎| 483/519 [03:47<00:15,  2.35it/s]
       7/80      0.94G      1.188       1.89     0.9643      1.393         11        640:  93%|█████████▎| 483/519 [03:48<00:15,  2.35it/s]
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       7/80      0.94G      1.188       1.89     0.9638      1.393          6        640:  93%|█████████▎| 484/519 [03:48<00:13,  2.66it/s]
       7/80      0.94G      1.188       1.89     0.9638      1.393          6        640:  93%|█████████▎| 485/519 [03:48<00:15,  2.17it/s]
       7/80      0.94G      1.187      1.889     0.9631      1.392         10        640:  93%|█████████▎| 485/519 [03:49<00:15,  2.17it/s]
       7/80      0.94G      1.187      1.889     0.9631      1.392         10        640:  94%|█████████▎| 486/519 [03:49<00:12,  2.65it/s]
       7/80      0.94G      1.187       1.89     0.9632      1.392         11        640:  94%|█████████▎| 486/519 [03:49<00:12,  2.65it/s]
       7/80      0.94G      1.187       1.89     0.9632      1.392         11        640:  94%|█████████▍| 487/519 [03:49<00:11,  2.81it/s]
       7/80      0.94G      1.187      1.891     0.9633      1.392         11        640:  94%|█████████▍| 487/519 [03:49<00:11,  2.81it/s]
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       7/80      0.94G      1.187      1.891     0.9632      1.392          8        640:  95%|█████████▍| 491/519 [03:51<00:11,  2.46it/s]
       7/80      0.94G      1.187      1.891     0.9632      1.392          8        640:  95%|█████████▍| 492/519 [03:51<00:09,  2.80it/s]
       7/80      0.94G      1.187      1.892     0.9628      1.392         11        640:  95%|█████████▍| 492/519 [03:52<00:09,  2.80it/s]
       7/80      0.94G      1.187      1.892     0.9628      1.392         11        640:  95%|█████████▍| 493/519 [03:52<00:13,  1.89it/s]
       7/80      0.94G      1.187      1.891     0.9624      1.392          8        640:  95%|█████████▍| 493/519 [03:52<00:13,  1.89it/s]
       7/80      0.94G      1.187      1.891     0.9624      1.392          8        640:  95%|█████████▌| 494/519 [03:52<00:12,  1.94it/s]
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       7/80      0.94G      1.187      1.892     0.9626      1.391          9        640:  95%|█████████▌| 495/519 [03:53<00:10,  2.23it/s]
       7/80      0.94G      1.187      1.892     0.9626      1.391          9        640:  96%|█████████▌| 496/519 [03:53<00:08,  2.65it/s]
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       7/80      0.94G      1.187      1.892     0.9625      1.391         14        640:  96%|█████████▌| 497/519 [03:53<00:08,  2.48it/s]
       7/80      0.94G      1.187      1.891     0.9626      1.391          6        640:  96%|█████████▌| 497/519 [03:54<00:08,  2.48it/s]
       7/80      0.94G      1.187      1.891     0.9626      1.391          6        640:  96%|█████████▌| 498/519 [03:54<00:12,  1.63it/s]
       7/80      0.94G      1.187      1.891     0.9628      1.391          9        640:  96%|█████████▌| 498/519 [03:55<00:12,  1.63it/s]
       7/80      0.94G      1.187      1.891     0.9628      1.391          9        640:  96%|█████████▌| 499/519 [03:55<00:10,  1.90it/s]
       7/80      0.94G      1.186      1.891     0.9626      1.391          7        640:  96%|█████████▌| 499/519 [03:55<00:10,  1.90it/s]
       7/80      0.94G      1.186      1.891     0.9626      1.391          7        640:  96%|█████████▋| 500/519 [03:55<00:08,  2.20it/s]
       7/80      0.94G      1.187      1.891     0.9623      1.391         14        640:  96%|█████████▋| 500/519 [03:55<00:08,  2.20it/s]
       7/80      0.94G      1.187      1.891     0.9623      1.391         14        640:  97%|█████████▋| 501/519 [03:55<00:07,  2.52it/s]
       7/80      0.94G      1.187      1.891      0.962      1.391         14        640:  97%|█████████▋| 501/519 [03:57<00:07,  2.52it/s]
       7/80      0.94G      1.187      1.891      0.962      1.391         14        640:  97%|█████████▋| 502/519 [03:57<00:11,  1.42it/s]
       7/80      0.94G      1.187      1.891     0.9623      1.391         12        640:  97%|█████████▋| 502/519 [03:57<00:11,  1.42it/s]
       7/80      0.94G      1.187      1.891     0.9623      1.391         12        640:  97%|█████████▋| 503/519 [03:57<00:09,  1.77it/s]
       7/80      0.94G      1.187      1.892     0.9615       1.39         14        640:  97%|█████████▋| 503/519 [03:57<00:09,  1.77it/s]
       7/80      0.94G      1.187      1.892     0.9615       1.39         14        640:  97%|█████████▋| 504/519 [03:57<00:07,  2.11it/s]
       7/80      0.94G      1.186      1.892     0.9618       1.39         11        640:  97%|█████████▋| 504/519 [03:57<00:07,  2.11it/s]
       7/80      0.94G      1.186      1.892     0.9618       1.39         11        640:  97%|█████████▋| 505/519 [03:57<00:05,  2.55it/s]
       7/80      0.94G      1.186      1.892     0.9615       1.39         11        640:  97%|█████████▋| 505/519 [03:59<00:05,  2.55it/s]
       7/80      0.94G      1.186      1.892     0.9615       1.39         11        640:  97%|█████████▋| 506/519 [03:59<00:09,  1.42it/s]
       7/80      0.94G      1.186      1.893     0.9616      1.389          9        640:  97%|█████████▋| 506/519 [03:59<00:09,  1.42it/s]
       7/80      0.94G      1.186      1.893     0.9616      1.389          9        640:  98%|█████████▊| 507/519 [03:59<00:06,  1.79it/s]
       7/80      0.94G      1.186      1.893     0.9615      1.389         11        640:  98%|█████████▊| 507/519 [03:59<00:06,  1.79it/s]
       7/80      0.94G      1.186      1.893     0.9615      1.389         11        640:  98%|█████████▊| 508/519 [03:59<00:05,  2.17it/s]
       7/80      0.94G      1.186      1.893     0.9613      1.389         12        640:  98%|█████████▊| 508/519 [03:59<00:05,  2.17it/s]
       7/80      0.94G      1.186      1.893     0.9613      1.389         12        640:  98%|█████████▊| 509/519 [03:59<00:03,  2.64it/s]
       7/80      0.94G      1.186      1.893     0.9607      1.389         11        640:  98%|█████████▊| 509/519 [04:00<00:03,  2.64it/s]
       7/80      0.94G      1.186      1.893     0.9607      1.389         11        640:  98%|█████████▊| 510/519 [04:00<00:04,  2.04it/s]
       7/80      0.94G      1.186      1.894     0.9605      1.389         10        640:  98%|█████████▊| 510/519 [04:01<00:04,  2.04it/s]
       7/80      0.94G      1.186      1.894     0.9605      1.389         10        640:  98%|█████████▊| 511/519 [04:01<00:03,  2.33it/s]
       7/80      0.94G      1.186      1.894     0.9607      1.389         12        640:  98%|█████████▊| 511/519 [04:01<00:03,  2.33it/s]
       7/80      0.94G      1.186      1.894     0.9607      1.389         12        640:  99%|█████████▊| 512/519 [04:01<00:02,  2.80it/s]
       7/80      0.94G      1.185      1.894     0.9603      1.389          9        640:  99%|█████████▊| 512/519 [04:01<00:02,  2.80it/s]
       7/80      0.94G      1.185      1.894     0.9603      1.389          9        640:  99%|█████████▉| 513/519 [04:01<00:01,  3.03it/s]
       7/80      0.94G      1.185      1.894     0.9602      1.389         11        640:  99%|█████████▉| 513/519 [04:02<00:01,  3.03it/s]
       7/80      0.94G      1.185      1.894     0.9602      1.389         11        640:  99%|█████████▉| 514/519 [04:02<00:02,  2.24it/s]
       7/80      0.94G      1.186      1.895     0.9601      1.389         10        640:  99%|█████████▉| 514/519 [04:02<00:02,  2.24it/s]
       7/80      0.94G      1.186      1.895     0.9601      1.389         10        640:  99%|█████████▉| 515/519 [04:02<00:01,  2.64it/s]
       7/80      0.94G      1.186      1.894     0.9599      1.389          9        640:  99%|█████████▉| 515/519 [04:02<00:01,  2.64it/s]
       7/80      0.94G      1.186      1.894     0.9599      1.389          9        640:  99%|█████████▉| 516/519 [04:02<00:00,  3.31it/s]
       7/80      0.94G      1.186      1.894     0.9597      1.389         11        640:  99%|█████████▉| 516/519 [04:02<00:00,  3.31it/s]
       7/80      0.94G      1.187      1.895     0.9603      1.389         14        640:  99%|█████████▉| 516/519 [04:02<00:00,  3.31it/s]
       7/80      0.94G      1.187      1.895     0.9603      1.389         14        640: 100%|█████████▉| 518/519 [04:02<00:00,  3.82it/s]
       7/80      0.94G      1.187      1.895     0.9606      1.389          9        640: 100%|█████████▉| 518/519 [04:03<00:00,  3.82it/s]
       7/80      0.94G      1.187      1.895     0.9606      1.389          9        640: 100%|██████████| 519/519 [04:03<00:00,  2.13it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:49,  6.40s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:58,  2.83s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:44,  1.69s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:13,  1.21s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<01:00,  1.00s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:49,  1.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:41,  1.39it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:37,  1.51it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:31,  1.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:26,  2.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:24,  2.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:24,  2.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:24,  2.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:24,  2.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:23,  2.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:24,  1.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:22,  2.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:22,  2.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:25,  1.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:15<00:24,  1.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:26,  1.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  1.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:18,  2.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.75it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.59it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.55it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  5.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:05,  6.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.42it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:04,  6.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:04,  6.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  6.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.43it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:21<00:01,  7.45it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  82%|████████▏ | 53/65 [00:21<00:01,  8.46it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:22<00:01,  8.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  9.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:00,  9.27it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.43it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  8.87it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  92%|█████████▏| 60/65 [00:22<00:00,  9.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:22<00:00,  9.40it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.50it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  9.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.78it/s]
+                   all        519        519      0.947      0.909      0.965      0.677      0.943      0.906      0.961      0.669
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
       8/80      0.94G      1.123      1.519     0.8224       1.27         10        640:   0%|          | 0/519 [00:03<?, ?it/s]
       8/80      0.94G      1.123      1.519     0.8224       1.27         10        640:   0%|          | 1/519 [00:03<27:28,  3.18s/it]
       8/80      0.94G      1.091      1.955     0.9915      1.313         12        640:   0%|          | 1/519 [00:03<27:28,  3.18s/it]
       8/80      0.94G      1.091      1.955     0.9915      1.313         12        640:   0%|          | 2/519 [00:03<12:38,  1.47s/it]
       8/80      0.94G      1.007      1.682     0.8473      1.262          8        640:   0%|          | 2/519 [00:03<12:38,  1.47s/it]
       8/80      0.94G      1.007      1.682     0.8473      1.262          8        640:   1%|          | 3/519 [00:03<07:54,  1.09it/s]
       8/80      0.94G     0.9579      1.631     0.7999      1.252          8        640:   1%|          | 3/519 [00:03<07:54,  1.09it/s]
       8/80      0.94G     0.9579      1.631     0.7999      1.252          8        640:   1%|          | 4/519 [00:03<05:29,  1.56it/s]
       8/80      0.94G       1.02      1.751     0.8612      1.306          9        640:   1%|          | 4/519 [00:04<05:29,  1.56it/s]
       8/80      0.94G       1.02      1.751     0.8612      1.306          9        640:   1%|          | 5/519 [00:04<04:16,  2.01it/s]
       8/80      0.94G      1.114      1.931     0.9013      1.409          8        640:   1%|          | 5/519 [00:05<04:16,  2.01it/s]
       8/80      0.94G      1.114      1.931     0.9013      1.409          8        640:   1%|          | 6/519 [00:05<06:21,  1.35it/s]
       8/80      0.94G      1.115      1.913     0.8877      1.412         13        640:   1%|          | 6/519 [00:05<06:21,  1.35it/s]
       8/80      0.94G      1.115      1.913     0.8877      1.412         13        640:   1%|▏         | 7/519 [00:05<04:58,  1.71it/s]
       8/80      0.94G      1.168      2.043     0.8901       1.46          6        640:   1%|▏         | 7/519 [00:05<04:58,  1.71it/s]
       8/80      0.94G      1.168      2.043     0.8901       1.46          6        640:   2%|▏         | 8/519 [00:05<04:04,  2.09it/s]
       8/80      0.94G      1.192      1.987     0.8854      1.478          9        640:   2%|▏         | 8/519 [00:06<04:04,  2.09it/s]
       8/80      0.94G      1.192      1.987     0.8854      1.478          9        640:   2%|▏         | 9/519 [00:06<03:49,  2.22it/s]
       8/80      0.94G      1.167      1.938     0.8768      1.456         11        640:   2%|▏         | 9/519 [00:06<03:49,  2.22it/s]
       8/80      0.94G      1.167      1.938     0.8768      1.456         11        640:   2%|▏         | 10/519 [00:06<04:11,  2.03it/s]
       8/80      0.94G      1.139      1.992      0.881      1.431          8        640:   2%|▏         | 10/519 [00:07<04:11,  2.03it/s]
       8/80      0.94G      1.139      1.992      0.881      1.431          8        640:   2%|▏         | 11/519 [00:07<03:24,  2.48it/s]
       8/80      0.94G      1.107      1.968     0.8527        1.4         11        640:   2%|▏         | 11/519 [00:07<03:24,  2.48it/s]
       8/80      0.94G      1.107      1.968     0.8527        1.4         11        640:   2%|▏         | 12/519 [00:07<03:14,  2.61it/s]
       8/80      0.94G      1.107      1.959     0.8582      1.392         12        640:   2%|▏         | 12/519 [00:07<03:14,  2.61it/s]
       8/80      0.94G      1.107      1.959     0.8582      1.392         12        640:   3%|▎         | 13/519 [00:07<03:21,  2.51it/s]
       8/80      0.94G      1.103      1.925     0.8495       1.38         11        640:   3%|▎         | 13/519 [00:08<03:21,  2.51it/s]
       8/80      0.94G      1.103      1.925     0.8495       1.38         11        640:   3%|▎         | 14/519 [00:08<04:45,  1.77it/s]
       8/80      0.94G      1.118      1.993      0.871      1.383         10        640:   3%|▎         | 14/519 [00:09<04:45,  1.77it/s]
       8/80      0.94G      1.118      1.993      0.871      1.383         10        640:   3%|▎         | 15/519 [00:09<03:53,  2.16it/s]
       8/80      0.94G       1.12      1.977     0.8663      1.377         12        640:   3%|▎         | 15/519 [00:09<03:53,  2.16it/s]
       8/80      0.94G       1.12      1.977     0.8663      1.377         12        640:   3%|▎         | 16/519 [00:09<03:17,  2.54it/s]
       8/80      0.94G       1.12      1.988      0.884      1.375          9        640:   3%|▎         | 16/519 [00:09<03:17,  2.54it/s]
       8/80      0.94G       1.12      1.988      0.884      1.375          9        640:   3%|▎         | 17/519 [00:09<03:00,  2.79it/s]
       8/80      0.94G      1.107      1.982     0.8758      1.361         12        640:   3%|▎         | 17/519 [00:10<03:00,  2.79it/s]
       8/80      0.94G      1.107      1.982     0.8758      1.361         12        640:   3%|▎         | 18/519 [00:10<05:32,  1.50it/s]
       8/80      0.94G      1.128      1.961     0.8728      1.362          8        640:   3%|▎         | 18/519 [00:11<05:32,  1.50it/s]
       8/80      0.94G      1.128      1.961     0.8728      1.362          8        640:   4%|▎         | 19/519 [00:11<04:22,  1.90it/s]
       8/80      0.94G      1.124      1.978     0.8825      1.366          9        640:   4%|▎         | 19/519 [00:11<04:22,  1.90it/s]
       8/80      0.94G      1.124      1.978     0.8825      1.366          9        640:   4%|▍         | 20/519 [00:11<03:40,  2.26it/s]
       8/80      0.94G      1.112      1.947     0.8812      1.362          9        640:   4%|▍         | 20/519 [00:11<03:40,  2.26it/s]
       8/80      0.94G      1.112      1.947     0.8812      1.362          9        640:   4%|▍         | 21/519 [00:11<03:12,  2.58it/s]
       8/80      0.94G      1.107      1.931     0.8781      1.357         11        640:   4%|▍         | 21/519 [00:12<03:12,  2.58it/s]
       8/80      0.94G      1.107      1.931     0.8781      1.357         11        640:   4%|▍         | 22/519 [00:12<05:18,  1.56it/s]
       8/80      0.94G      1.122      1.945     0.8945      1.363         10        640:   4%|▍         | 22/519 [00:13<05:18,  1.56it/s]
       8/80      0.94G      1.122      1.945     0.8945      1.363         10        640:   4%|▍         | 23/519 [00:13<04:23,  1.88it/s]
       8/80      0.94G       1.15      1.964     0.9075      1.385          6        640:   4%|▍         | 23/519 [00:13<04:23,  1.88it/s]
       8/80      0.94G       1.15      1.964     0.9075      1.385          6        640:   5%|▍         | 24/519 [00:13<03:37,  2.27it/s]
       8/80      0.94G      1.152      1.969       0.91      1.384         12        640:   5%|▍         | 24/519 [00:13<03:37,  2.27it/s]
       8/80      0.94G      1.152      1.969       0.91      1.384         12        640:   5%|▍         | 25/519 [00:13<03:10,  2.59it/s]
       8/80      0.94G      1.146      1.982     0.9039       1.38          9        640:   5%|▍         | 25/519 [00:14<03:10,  2.59it/s]
       8/80      0.94G      1.146      1.982     0.9039       1.38          9        640:   5%|▌         | 26/519 [00:14<04:20,  1.89it/s]
       8/80      0.94G      1.143      1.997     0.9267      1.383          9        640:   5%|▌         | 26/519 [00:14<04:20,  1.89it/s]
       8/80      0.94G      1.143      1.997     0.9267      1.383          9        640:   5%|▌         | 27/519 [00:14<03:43,  2.20it/s]
       8/80      0.94G      1.166      2.011     0.9528      1.394         10        640:   5%|▌         | 27/519 [00:15<03:43,  2.20it/s]
       8/80      0.94G      1.166      2.011     0.9528      1.394         10        640:   5%|▌         | 28/519 [00:15<03:20,  2.45it/s]
       8/80      0.94G      1.161      1.993     0.9473       1.39          9        640:   5%|▌         | 28/519 [00:15<03:20,  2.45it/s]
       8/80      0.94G      1.161      1.993     0.9473       1.39          9        640:   6%|▌         | 29/519 [00:15<02:54,  2.81it/s]
       8/80      0.94G      1.151      1.972     0.9368      1.381          9        640:   6%|▌         | 29/519 [00:16<02:54,  2.81it/s]
       8/80      0.94G      1.151      1.972     0.9368      1.381          9        640:   6%|▌         | 30/519 [00:16<05:45,  1.42it/s]
       8/80      0.94G      1.149      1.964     0.9372      1.388          9        640:   6%|▌         | 30/519 [00:16<05:45,  1.42it/s]
       8/80      0.94G      1.149      1.964     0.9372      1.388          9        640:   6%|▌         | 31/519 [00:16<04:26,  1.83it/s]
       8/80      0.94G      1.146      1.962     0.9323      1.386         13        640:   6%|▌         | 31/519 [00:17<04:26,  1.83it/s]
       8/80      0.94G      1.146      1.962     0.9323      1.386         13        640:   6%|▌         | 32/519 [00:17<03:42,  2.19it/s]
       8/80      0.94G      1.149      1.959     0.9352      1.387         15        640:   6%|▌         | 32/519 [00:17<03:42,  2.19it/s]
       8/80      0.94G      1.149      1.959     0.9352      1.387         15        640:   6%|▋         | 33/519 [00:17<03:08,  2.58it/s]
       8/80      0.94G      1.153      1.952     0.9344      1.388         11        640:   6%|▋         | 33/519 [00:18<03:08,  2.58it/s]
       8/80      0.94G      1.153      1.952     0.9344      1.388         11        640:   7%|▋         | 34/519 [00:18<04:05,  1.98it/s]
       8/80      0.94G      1.156      1.939     0.9383      1.394         10        640:   7%|▋         | 34/519 [00:18<04:05,  1.98it/s]
       8/80      0.94G      1.156      1.939     0.9383      1.394         10        640:   7%|▋         | 35/519 [00:18<03:24,  2.37it/s]
       8/80      0.94G      1.148       1.93     0.9311      1.386         12        640:   7%|▋         | 35/519 [00:18<03:24,  2.37it/s]
       8/80      0.94G      1.148       1.93     0.9311      1.386         12        640:   7%|▋         | 36/519 [00:18<02:56,  2.74it/s]
       8/80      0.94G      1.151      1.933     0.9398      1.386         11        640:   7%|▋         | 36/519 [00:18<02:56,  2.74it/s]
       8/80      0.94G      1.151      1.933     0.9398      1.386         11        640:   7%|▋         | 37/519 [00:18<02:40,  3.01it/s]
       8/80      0.94G      1.149      1.938     0.9463      1.383         11        640:   7%|▋         | 37/519 [00:19<02:40,  3.01it/s]
       8/80      0.94G      1.149      1.938     0.9463      1.383         11        640:   7%|▋         | 38/519 [00:19<03:40,  2.18it/s]
       8/80      0.94G      1.146       1.93     0.9461      1.383         11        640:   7%|▋         | 38/519 [00:19<03:40,  2.18it/s]
       8/80      0.94G      1.146       1.93     0.9461      1.383         11        640:   8%|▊         | 39/519 [00:19<03:08,  2.54it/s]
       8/80      0.94G      1.147      1.923     0.9461      1.383          9        640:   8%|▊         | 39/519 [00:20<03:08,  2.54it/s]
       8/80      0.94G      1.147      1.923     0.9461      1.383          9        640:   8%|▊         | 40/519 [00:20<02:48,  2.84it/s]
       8/80      0.94G      1.149      1.931      0.947      1.382         11        640:   8%|▊         | 40/519 [00:20<02:48,  2.84it/s]
       8/80      0.94G      1.149      1.931      0.947      1.382         11        640:   8%|▊         | 41/519 [00:20<02:46,  2.87it/s]
       8/80      0.94G      1.151       1.92     0.9463       1.38         11        640:   8%|▊         | 41/519 [00:21<02:46,  2.87it/s]
       8/80      0.94G      1.151       1.92     0.9463       1.38         11        640:   8%|▊         | 42/519 [00:21<04:22,  1.81it/s]
       8/80      0.94G      1.145      1.906     0.9393      1.376          7        640:   8%|▊         | 42/519 [00:21<04:22,  1.81it/s]
       8/80      0.94G      1.145      1.906     0.9393      1.376          7        640:   8%|▊         | 43/519 [00:21<03:28,  2.28it/s]
       8/80      0.94G      1.148      1.904     0.9446      1.377         12        640:   8%|▊         | 43/519 [00:22<03:28,  2.28it/s]
       8/80      0.94G      1.148      1.904     0.9446      1.377         12        640:   8%|▊         | 44/519 [00:22<03:15,  2.43it/s]
       8/80      0.94G      1.144      1.896     0.9382       1.37          9        640:   8%|▊         | 44/519 [00:22<03:15,  2.43it/s]
       8/80      0.94G      1.144      1.896     0.9382       1.37          9        640:   9%|▊         | 45/519 [00:22<03:51,  2.05it/s]
       8/80      0.94G      1.139      1.888     0.9338       1.37          7        640:   9%|▊         | 45/519 [00:23<03:51,  2.05it/s]
       8/80      0.94G      1.139      1.888     0.9338       1.37          7        640:   9%|▉         | 46/519 [00:23<03:15,  2.42it/s]
       8/80      0.94G      1.134      1.881     0.9286      1.368          8        640:   9%|▉         | 46/519 [00:23<03:15,  2.42it/s]
       8/80      0.94G      1.134      1.881     0.9286      1.368          8        640:   9%|▉         | 47/519 [00:23<04:34,  1.72it/s]
       8/80      0.94G      1.132      1.886     0.9335      1.366          6        640:   9%|▉         | 47/519 [00:24<04:34,  1.72it/s]
       8/80      0.94G      1.132      1.886     0.9335      1.366          6        640:   9%|▉         | 48/519 [00:24<03:47,  2.07it/s]
       8/80      0.94G      1.136      1.901     0.9329      1.372         11        640:   9%|▉         | 48/519 [00:24<03:47,  2.07it/s]
       8/80      0.94G      1.136      1.901     0.9329      1.372         11        640:   9%|▉         | 49/519 [00:24<03:40,  2.13it/s]
       8/80      0.94G      1.132      1.898     0.9291       1.37         10        640:   9%|▉         | 49/519 [00:24<03:40,  2.13it/s]
       8/80      0.94G      1.132      1.898     0.9291       1.37         10        640:  10%|▉         | 50/519 [00:24<03:07,  2.50it/s]
       8/80      0.94G      1.131      1.885     0.9251      1.367          9        640:  10%|▉         | 50/519 [00:26<03:07,  2.50it/s]
       8/80      0.94G      1.131      1.885     0.9251      1.367          9        640:  10%|▉         | 51/519 [00:26<05:35,  1.39it/s]
       8/80      0.94G      1.135      1.887     0.9343      1.367         11        640:  10%|▉         | 51/519 [00:26<05:35,  1.39it/s]
       8/80      0.94G      1.135      1.887     0.9343      1.367         11        640:  10%|█         | 52/519 [00:26<04:25,  1.76it/s]
       8/80      0.94G      1.139      1.898     0.9349      1.368          9        640:  10%|█         | 52/519 [00:26<04:25,  1.76it/s]
       8/80      0.94G      1.139      1.898     0.9349      1.368          9        640:  10%|█         | 53/519 [00:26<03:36,  2.15it/s]
       8/80      0.94G       1.14      1.895     0.9345      1.368          8        640:  10%|█         | 53/519 [00:27<03:36,  2.15it/s]
       8/80      0.94G       1.14      1.895     0.9345      1.368          8        640:  10%|█         | 54/519 [00:27<03:10,  2.44it/s]
       8/80      0.94G      1.147      1.902     0.9329      1.372          9        640:  10%|█         | 54/519 [00:28<03:10,  2.44it/s]
       8/80      0.94G      1.147      1.902     0.9329      1.372          9        640:  11%|█         | 55/519 [00:28<04:50,  1.60it/s]
       8/80      0.94G      1.146      1.914     0.9272      1.371         11        640:  11%|█         | 55/519 [00:28<04:50,  1.60it/s]
       8/80      0.94G      1.146      1.914     0.9272      1.371         11        640:  11%|█         | 56/519 [00:28<03:48,  2.02it/s]
       8/80      0.94G      1.143      1.906     0.9252      1.368         14        640:  11%|█         | 56/519 [00:28<03:48,  2.02it/s]
       8/80      0.94G      1.143      1.906     0.9252      1.368         14        640:  11%|█         | 57/519 [00:28<03:11,  2.42it/s]
       8/80      0.94G      1.146      1.897     0.9222      1.373          9        640:  11%|█         | 57/519 [00:28<03:11,  2.42it/s]
       8/80      0.94G      1.146      1.897     0.9222      1.373          9        640:  11%|█         | 58/519 [00:28<02:43,  2.82it/s]
       8/80      0.94G      1.146      1.893     0.9293      1.372          9        640:  11%|█         | 58/519 [00:29<02:43,  2.82it/s]
       8/80      0.94G      1.146      1.893     0.9293      1.372          9        640:  11%|█▏        | 59/519 [00:29<03:58,  1.93it/s]
       8/80      0.94G      1.147      1.893     0.9281      1.371         13        640:  11%|█▏        | 59/519 [00:29<03:58,  1.93it/s]
       8/80      0.94G      1.147      1.893     0.9281      1.371         13        640:  12%|█▏        | 60/519 [00:29<03:21,  2.28it/s]
       8/80      0.94G      1.146      1.887     0.9261      1.368         15        640:  12%|█▏        | 60/519 [00:30<03:21,  2.28it/s]
       8/80      0.94G      1.146      1.887     0.9261      1.368         15        640:  12%|█▏        | 61/519 [00:30<02:57,  2.58it/s]
       8/80      0.94G      1.145      1.878     0.9241      1.367          8        640:  12%|█▏        | 61/519 [00:30<02:57,  2.58it/s]
       8/80      0.94G      1.145      1.878     0.9241      1.367          8        640:  12%|█▏        | 62/519 [00:30<02:38,  2.88it/s]
       8/80      0.94G      1.142      1.872     0.9218      1.366         11        640:  12%|█▏        | 62/519 [00:31<02:38,  2.88it/s]
       8/80      0.94G      1.142      1.872     0.9218      1.366         11        640:  12%|█▏        | 63/519 [00:31<04:06,  1.85it/s]
       8/80      0.94G      1.149      1.888     0.9301      1.368          8        640:  12%|█▏        | 63/519 [00:31<04:06,  1.85it/s]
       8/80      0.94G      1.149      1.888     0.9301      1.368          8        640:  12%|█▏        | 64/519 [00:31<03:22,  2.25it/s]
       8/80      0.94G      1.147      1.889     0.9313      1.366          9        640:  12%|█▏        | 64/519 [00:31<03:22,  2.25it/s]
       8/80      0.94G      1.147      1.889     0.9313      1.366          9        640:  13%|█▎        | 65/519 [00:31<02:51,  2.65it/s]
       8/80      0.94G      1.146      1.899     0.9304      1.365          9        640:  13%|█▎        | 65/519 [00:32<02:51,  2.65it/s]
       8/80      0.94G      1.146      1.899     0.9304      1.365          9        640:  13%|█▎        | 66/519 [00:32<02:34,  2.93it/s]
       8/80      0.94G      1.145      1.901     0.9293      1.364         10        640:  13%|█▎        | 66/519 [00:33<02:34,  2.93it/s]
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       8/80      0.94G      1.144      1.897     0.9269      1.363         14        640:  13%|█▎        | 67/519 [00:33<04:46,  1.58it/s]
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       8/80      0.94G      1.145      1.907     0.9297      1.363         12        640:  13%|█▎        | 68/519 [00:33<03:40,  2.05it/s]
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       8/80      0.94G      1.142      1.902     0.9285      1.361         10        640:  13%|█▎        | 69/519 [00:34<02:57,  2.54it/s]
       8/80      0.94G      1.142      1.902     0.9285      1.361         10        640:  13%|█▎        | 70/519 [00:34<02:37,  2.85it/s]
       8/80      0.94G      1.138      1.896     0.9319      1.359         12        640:  13%|█▎        | 70/519 [00:35<02:37,  2.85it/s]
       8/80      0.94G      1.138      1.896     0.9319      1.359         12        640:  14%|█▎        | 71/519 [00:35<04:30,  1.66it/s]
       8/80      0.94G      1.137       1.89     0.9302       1.36          9        640:  14%|█▎        | 71/519 [00:35<04:30,  1.66it/s]
       8/80      0.94G      1.137       1.89     0.9302       1.36          9        640:  14%|█▍        | 72/519 [00:35<03:36,  2.07it/s]
       8/80      0.94G      1.136      1.894     0.9289      1.361         10        640:  14%|█▍        | 72/519 [00:35<03:36,  2.07it/s]
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       8/80      0.94G      1.136      1.888     0.9271      1.359          9        640:  14%|█▍        | 73/519 [00:35<02:53,  2.57it/s]
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       8/80      0.94G      1.139      1.891     0.9304      1.362         11        640:  14%|█▍        | 74/519 [00:37<02:40,  2.77it/s]
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       8/80      0.94G      1.141      1.891     0.9336      1.366          9        640:  14%|█▍        | 75/519 [00:37<04:25,  1.67it/s]
       8/80      0.94G      1.141      1.891     0.9336      1.366          9        640:  15%|█▍        | 76/519 [00:37<03:42,  1.99it/s]
       8/80      0.94G      1.142      1.891     0.9349      1.367         10        640:  15%|█▍        | 76/519 [00:37<03:42,  1.99it/s]
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       8/80      0.94G      1.145      1.893     0.9368      1.368          7        640:  15%|█▍        | 77/519 [00:37<03:08,  2.34it/s]
       8/80      0.94G      1.145      1.893     0.9368      1.368          7        640:  15%|█▌        | 78/519 [00:37<02:43,  2.70it/s]
       8/80      0.94G      1.142       1.89     0.9352      1.367         11        640:  15%|█▌        | 78/519 [00:38<02:43,  2.70it/s]
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       8/80      0.94G      1.146      1.903     0.9399      1.368         12        640:  15%|█▌        | 79/519 [00:38<02:35,  2.83it/s]
       8/80      0.94G      1.146      1.903     0.9399      1.368         12        640:  15%|█▌        | 80/519 [00:38<02:18,  3.17it/s]
       8/80      0.94G      1.149      1.907      0.942      1.368         12        640:  15%|█▌        | 80/519 [00:38<02:18,  3.17it/s]
       8/80      0.94G      1.149      1.907      0.942      1.368         12        640:  16%|█▌        | 81/519 [00:38<02:10,  3.35it/s]
       8/80      0.94G      1.151      1.906     0.9456       1.37         12        640:  16%|█▌        | 81/519 [00:38<02:10,  3.35it/s]
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       8/80      0.94G      1.152      1.905     0.9465      1.369         13        640:  16%|█▌        | 82/519 [00:39<02:00,  3.62it/s]
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       8/80      0.94G      1.162      1.914      0.932      1.366         13        640:  66%|██████▌   | 340/519 [02:36<01:54,  1.56it/s]
       8/80      0.94G      1.162      1.914      0.932      1.366         13        640:  66%|██████▌   | 341/519 [02:36<01:28,  2.01it/s]
       8/80      0.94G      1.161      1.912     0.9314      1.365         11        640:  66%|██████▌   | 341/519 [02:36<01:28,  2.01it/s]
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       8/80      0.94G      1.161      1.905     0.9293      1.362         11        640:  68%|██████▊   | 355/519 [02:44<01:44,  1.57it/s]
       8/80      0.94G      1.161      1.905     0.9288      1.362         13        640:  68%|██████▊   | 355/519 [02:44<01:44,  1.57it/s]
       8/80      0.94G      1.161      1.905     0.9282      1.362         13        640:  68%|██████▊   | 355/519 [02:44<01:44,  1.57it/s]
       8/80      0.94G      1.161      1.905     0.9282      1.362         13        640:  69%|██████▉   | 357/519 [02:44<01:07,  2.39it/s]
       8/80      0.94G      1.162      1.906     0.9293      1.362          6        640:  69%|██████▉   | 357/519 [02:44<01:07,  2.39it/s]
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       8/80      0.94G      1.163      1.903     0.9289      1.364          5        640:  72%|███████▏  | 373/519 [02:51<00:49,  2.97it/s]
       8/80      0.94G      1.163      1.903     0.9289      1.364          5        640:  72%|███████▏  | 374/519 [02:51<00:45,  3.21it/s]
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       8/80      0.94G      1.162      1.897     0.9271      1.362         10        640:  73%|███████▎  | 379/519 [02:53<01:05,  2.13it/s]
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       8/80      0.94G      1.162        1.9     0.9271      1.362          9        640:  74%|███████▎  | 382/519 [02:56<00:47,  2.90it/s]
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       8/80      0.94G      1.161      1.898     0.9265      1.361         11        640:  74%|███████▍  | 383/519 [02:56<01:48,  1.26it/s]
       8/80      0.94G      1.161      1.898     0.9265      1.361         11        640:  74%|███████▍  | 384/519 [02:56<01:25,  1.57it/s]
       8/80      0.94G      1.162        1.9      0.928      1.362          5        640:  74%|███████▍  | 384/519 [02:56<01:25,  1.57it/s]
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       8/80      0.94G      1.161        1.9     0.9276      1.362         14        640:  74%|███████▍  | 385/519 [02:56<01:08,  1.95it/s]
       8/80      0.94G      1.161        1.9     0.9276      1.362         14        640:  74%|███████▍  | 386/519 [02:56<00:57,  2.30it/s]
       8/80      0.94G      1.161        1.9     0.9273      1.361          7        640:  74%|███████▍  | 386/519 [02:57<00:57,  2.30it/s]
       8/80      0.94G      1.161        1.9     0.9273      1.361          7        640:  75%|███████▍  | 387/519 [02:57<01:13,  1.79it/s]
       8/80      0.94G      1.161      1.899     0.9268      1.361         11        640:  75%|███████▍  | 387/519 [02:57<01:13,  1.79it/s]
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       8/80      0.94G      1.161      1.899     0.9265      1.361         11        640:  75%|███████▍  | 388/519 [02:58<01:00,  2.15it/s]
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       8/80      0.94G      1.161      1.901     0.9262      1.361          6        640:  75%|███████▍  | 389/519 [02:58<00:53,  2.45it/s]
       8/80      0.94G      1.161      1.901     0.9262      1.361          6        640:  75%|███████▌  | 390/519 [02:58<00:45,  2.81it/s]
       8/80      0.94G       1.16        1.9     0.9264      1.361          8        640:  75%|███████▌  | 390/519 [02:59<00:45,  2.81it/s]
       8/80      0.94G       1.16        1.9     0.9264      1.361          8        640:  75%|███████▌  | 391/519 [02:59<01:12,  1.78it/s]
       8/80      0.94G       1.16      1.899     0.9261      1.361          7        640:  75%|███████▌  | 391/519 [02:59<01:12,  1.78it/s]
       8/80      0.94G       1.16      1.899     0.9261      1.361          7        640:  76%|███████▌  | 392/519 [02:59<00:57,  2.19it/s]
       8/80      0.94G      1.159      1.898     0.9258      1.361          9        640:  76%|███████▌  | 392/519 [02:59<00:57,  2.19it/s]
       8/80      0.94G      1.159      1.898     0.9258      1.361          9        640:  76%|███████▌  | 393/519 [02:59<00:47,  2.64it/s]
       8/80      0.94G      1.159      1.898     0.9261       1.36         14        640:  76%|███████▌  | 393/519 [03:00<00:47,  2.64it/s]
       8/80      0.94G      1.159      1.898     0.9261       1.36         14        640:  76%|███████▌  | 394/519 [03:00<00:42,  2.93it/s]
       8/80      0.94G      1.159      1.897     0.9254       1.36         12        640:  76%|███████▌  | 394/519 [03:00<00:42,  2.93it/s]
       8/80      0.94G      1.159      1.897     0.9254       1.36         12        640:  76%|███████▌  | 395/519 [03:00<00:52,  2.37it/s]
       8/80      0.94G      1.159      1.896     0.9255       1.36         10        640:  76%|███████▌  | 395/519 [03:01<00:52,  2.37it/s]
       8/80      0.94G      1.159      1.896     0.9255       1.36         10        640:  76%|███████▋  | 396/519 [03:01<01:05,  1.87it/s]
       8/80      0.94G       1.16      1.897     0.9262      1.361         11        640:  76%|███████▋  | 396/519 [03:01<01:05,  1.87it/s]
       8/80      0.94G       1.16      1.897     0.9262      1.361         11        640:  76%|███████▋  | 397/519 [03:01<00:56,  2.14it/s]
       8/80      0.94G       1.16      1.898     0.9269       1.36         11        640:  76%|███████▋  | 397/519 [03:02<00:56,  2.14it/s]
       8/80      0.94G       1.16      1.898     0.9269       1.36         11        640:  77%|███████▋  | 398/519 [03:02<00:48,  2.51it/s]
       8/80      0.94G       1.16      1.897     0.9265       1.36         14        640:  77%|███████▋  | 398/519 [03:02<00:48,  2.51it/s]
       8/80      0.94G       1.16      1.897     0.9265       1.36         14        640:  77%|███████▋  | 399/519 [03:02<00:41,  2.87it/s]
       8/80      0.94G       1.16      1.898     0.9269       1.36          6        640:  77%|███████▋  | 399/519 [03:03<00:41,  2.87it/s]
       8/80      0.94G       1.16      1.898     0.9269       1.36          6        640:  77%|███████▋  | 400/519 [03:03<01:08,  1.72it/s]
       8/80      0.94G      1.161      1.899     0.9271      1.361          8        640:  77%|███████▋  | 400/519 [03:03<01:08,  1.72it/s]
       8/80      0.94G      1.161      1.899     0.9271      1.361          8        640:  77%|███████▋  | 401/519 [03:03<00:57,  2.05it/s]
       8/80      0.94G       1.16      1.898     0.9262      1.361         11        640:  77%|███████▋  | 401/519 [03:04<00:57,  2.05it/s]
       8/80      0.94G       1.16      1.898     0.9262      1.361         11        640:  77%|███████▋  | 402/519 [03:04<00:49,  2.35it/s]
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       8/80      0.94G      1.165      1.899     0.9259      1.363         11        640:  89%|████████▉ | 464/519 [03:33<00:27,  2.01it/s]
       8/80      0.94G      1.165        1.9     0.9264      1.363         10        640:  89%|████████▉ | 464/519 [03:34<00:27,  2.01it/s]
       8/80      0.94G      1.165        1.9     0.9264      1.363         10        640:  90%|████████▉ | 465/519 [03:34<00:23,  2.27it/s]
       8/80      0.94G      1.165      1.899     0.9261      1.363          9        640:  90%|████████▉ | 465/519 [03:34<00:23,  2.27it/s]
       8/80      0.94G      1.165      1.899     0.9261      1.363          9        640:  90%|████████▉ | 466/519 [03:34<00:20,  2.53it/s]
       8/80      0.94G      1.166        1.9     0.9264      1.364         14        640:  90%|████████▉ | 466/519 [03:35<00:20,  2.53it/s]
       8/80      0.94G      1.166        1.9     0.9264      1.364         14        640:  90%|████████▉ | 467/519 [03:35<00:29,  1.74it/s]
       8/80      0.94G      1.166      1.901     0.9265      1.364          9        640:  90%|████████▉ | 467/519 [03:35<00:29,  1.74it/s]
       8/80      0.94G      1.166      1.901     0.9265      1.364          9        640:  90%|█████████ | 468/519 [03:35<00:24,  2.06it/s]
       8/80      0.94G      1.166        1.9     0.9262      1.364         10        640:  90%|█████████ | 468/519 [03:35<00:24,  2.06it/s]
       8/80      0.94G      1.166        1.9     0.9262      1.364         10        640:  90%|█████████ | 469/519 [03:35<00:20,  2.40it/s]
       8/80      0.94G      1.165      1.901     0.9257      1.364         10        640:  90%|█████████ | 469/519 [03:36<00:20,  2.40it/s]
       8/80      0.94G      1.165      1.901     0.9257      1.364         10        640:  91%|█████████ | 470/519 [03:36<00:17,  2.79it/s]
       8/80      0.94G      1.166      1.901     0.9257      1.363         11        640:  91%|█████████ | 470/519 [03:36<00:17,  2.79it/s]
       8/80      0.94G      1.166      1.901     0.9257      1.363         11        640:  91%|█████████ | 471/519 [03:36<00:25,  1.88it/s]
       8/80      0.94G      1.166        1.9     0.9255      1.363          9        640:  91%|█████████ | 471/519 [03:37<00:25,  1.88it/s]
       8/80      0.94G      1.166        1.9     0.9255      1.363          9        640:  91%|█████████ | 472/519 [03:37<00:20,  2.30it/s]
       8/80      0.94G      1.166      1.901     0.9253      1.363         14        640:  91%|█████████ | 472/519 [03:37<00:20,  2.30it/s]
       8/80      0.94G      1.166      1.901     0.9253      1.363         14        640:  91%|█████████ | 473/519 [03:37<00:23,  1.94it/s]
       8/80      0.94G      1.166      1.899     0.9252      1.363          9        640:  91%|█████████ | 473/519 [03:38<00:23,  1.94it/s]
       8/80      0.94G      1.166      1.899     0.9252      1.363          9        640:  91%|█████████▏| 474/519 [03:38<00:19,  2.29it/s]
       8/80      0.94G      1.166      1.899      0.925      1.363         11        640:  91%|█████████▏| 474/519 [03:39<00:19,  2.29it/s]
       8/80      0.94G      1.166      1.899      0.925      1.363         11        640:  92%|█████████▏| 475/519 [03:39<00:31,  1.39it/s]
       8/80      0.94G      1.166      1.898     0.9251      1.363         15        640:  92%|█████████▏| 475/519 [03:39<00:31,  1.39it/s]
       8/80      0.94G      1.166      1.898     0.9251      1.363         15        640:  92%|█████████▏| 476/519 [03:39<00:25,  1.67it/s]
       8/80      0.94G      1.167      1.898     0.9262      1.363          5        640:  92%|█████████▏| 476/519 [03:40<00:25,  1.67it/s]
       8/80      0.94G      1.167      1.898     0.9262      1.363          5        640:  92%|█████████▏| 477/519 [03:40<00:21,  1.96it/s]
       8/80      0.94G      1.167      1.898     0.9264      1.364          7        640:  92%|█████████▏| 477/519 [03:40<00:21,  1.96it/s]
       8/80      0.94G      1.167      1.898     0.9264      1.364          7        640:  92%|█████████▏| 478/519 [03:40<00:17,  2.32it/s]
       8/80      0.94G      1.167      1.897     0.9263      1.364          8        640:  92%|█████████▏| 478/519 [03:41<00:17,  2.32it/s]
       8/80      0.94G      1.167      1.897     0.9263      1.364          8        640:  92%|█████████▏| 479/519 [03:41<00:25,  1.56it/s]
       8/80      0.94G      1.166      1.897      0.926      1.364         11        640:  92%|█████████▏| 479/519 [03:41<00:25,  1.56it/s]
       8/80      0.94G      1.166      1.897      0.926      1.364         11        640:  92%|█████████▏| 480/519 [03:41<00:19,  2.00it/s]
       8/80      0.94G      1.166      1.897     0.9262      1.364         10        640:  92%|█████████▏| 480/519 [03:41<00:19,  2.00it/s]
       8/80      0.94G      1.166      1.897     0.9262      1.364         10        640:  93%|█████████▎| 481/519 [03:41<00:15,  2.38it/s]
       8/80      0.94G      1.166      1.896     0.9259      1.363         11        640:  93%|█████████▎| 481/519 [03:42<00:15,  2.38it/s]
       8/80      0.94G      1.166      1.896     0.9259      1.363         11        640:  93%|█████████▎| 482/519 [03:42<00:13,  2.72it/s]
       8/80      0.94G      1.166      1.895     0.9255      1.363         11        640:  93%|█████████▎| 482/519 [03:43<00:13,  2.72it/s]
       8/80      0.94G      1.166      1.895     0.9255      1.363         11        640:  93%|█████████▎| 483/519 [03:43<00:21,  1.68it/s]
       8/80      0.94G      1.166      1.894     0.9254      1.363         11        640:  93%|█████████▎| 483/519 [03:43<00:21,  1.68it/s]
       8/80      0.94G      1.166      1.894     0.9254      1.363         11        640:  93%|█████████▎| 484/519 [03:43<00:17,  2.03it/s]
       8/80      0.94G      1.165      1.893     0.9247      1.362         10        640:  93%|█████████▎| 484/519 [03:43<00:17,  2.03it/s]
       8/80      0.94G      1.165      1.893     0.9247      1.362         10        640:  93%|█████████▎| 485/519 [03:43<00:14,  2.40it/s]
       8/80      0.94G      1.165      1.892     0.9245      1.362         11        640:  93%|█████████▎| 485/519 [03:43<00:14,  2.40it/s]
       8/80      0.94G      1.165      1.892     0.9245      1.362         11        640:  94%|█████████▎| 486/519 [03:43<00:11,  2.83it/s]
       8/80      0.94G      1.165      1.893     0.9247      1.362          8        640:  94%|█████████▎| 486/519 [03:45<00:11,  2.83it/s]
       8/80      0.94G      1.165      1.893     0.9247      1.362          8        640:  94%|█████████▍| 487/519 [03:45<00:24,  1.28it/s]
       8/80      0.94G      1.165      1.893      0.925      1.363          5        640:  94%|█████████▍| 487/519 [03:45<00:24,  1.28it/s]
       8/80      0.94G      1.165      1.893      0.925      1.363          5        640:  94%|█████████▍| 488/519 [03:45<00:18,  1.66it/s]
       8/80      0.94G      1.165      1.893     0.9247      1.363          9        640:  94%|█████████▍| 488/519 [03:46<00:18,  1.66it/s]
       8/80      0.94G      1.165      1.893     0.9247      1.363          9        640:  94%|█████████▍| 489/519 [03:46<00:14,  2.07it/s]
       8/80      0.94G      1.166      1.894     0.9247      1.363         13        640:  94%|█████████▍| 489/519 [03:46<00:14,  2.07it/s]
       8/80      0.94G      1.166      1.894     0.9247      1.363         13        640:  94%|█████████▍| 490/519 [03:46<00:11,  2.44it/s]
       8/80      0.94G      1.166      1.893     0.9243      1.363         13        640:  94%|█████████▍| 490/519 [03:47<00:11,  2.44it/s]
       8/80      0.94G      1.166      1.893     0.9243      1.363         13        640:  95%|█████████▍| 491/519 [03:47<00:17,  1.58it/s]
       8/80      0.94G      1.166      1.893     0.9241      1.363         11        640:  95%|█████████▍| 491/519 [03:47<00:17,  1.58it/s]
       8/80      0.94G      1.166      1.893     0.9241      1.363         11        640:  95%|█████████▍| 492/519 [03:47<00:14,  1.89it/s]
       8/80      0.94G      1.165      1.894     0.9245      1.362         12        640:  95%|█████████▍| 492/519 [03:47<00:14,  1.89it/s]
       8/80      0.94G      1.165      1.894     0.9245      1.362         12        640:  95%|█████████▍| 493/519 [03:47<00:10,  2.44it/s]
       8/80      0.94G      1.166      1.894     0.9242      1.362         13        640:  95%|█████████▍| 493/519 [03:48<00:10,  2.44it/s]
       8/80      0.94G      1.166      1.894     0.9242      1.362         13        640:  95%|█████████▌| 494/519 [03:48<00:08,  2.94it/s]
       8/80      0.94G      1.165      1.893     0.9236      1.362          9        640:  95%|█████████▌| 494/519 [03:49<00:08,  2.94it/s]
       8/80      0.94G      1.165      1.893     0.9236      1.362          9        640:  95%|█████████▌| 495/519 [03:49<00:15,  1.56it/s]
       8/80      0.94G      1.164      1.893     0.9231      1.361         12        640:  95%|█████████▌| 495/519 [03:49<00:15,  1.56it/s]
       8/80      0.94G      1.164      1.893     0.9231      1.361         12        640:  96%|█████████▌| 496/519 [03:49<00:11,  1.95it/s]
       8/80      0.94G      1.164      1.893     0.9225      1.361         11        640:  96%|█████████▌| 496/519 [03:49<00:11,  1.95it/s]
       8/80      0.94G      1.164      1.893     0.9225      1.361         11        640:  96%|█████████▌| 497/519 [03:49<00:09,  2.41it/s]
       8/80      0.94G      1.164      1.893     0.9223      1.361         10        640:  96%|█████████▌| 497/519 [03:50<00:09,  2.41it/s]
       8/80      0.94G      1.164      1.893     0.9223      1.361         10        640:  96%|█████████▌| 498/519 [03:50<00:07,  2.68it/s]
       8/80      0.94G      1.163      1.892     0.9218       1.36         13        640:  96%|█████████▌| 498/519 [03:51<00:07,  2.68it/s]
       8/80      0.94G      1.163      1.892     0.9218       1.36         13        640:  96%|█████████▌| 499/519 [03:51<00:12,  1.55it/s]
       8/80      0.94G      1.163      1.891     0.9215       1.36         10        640:  96%|█████████▌| 499/519 [03:51<00:12,  1.55it/s]
       8/80      0.94G      1.163      1.891     0.9215       1.36         10        640:  96%|█████████▋| 500/519 [03:51<00:09,  2.02it/s]
       8/80      0.94G      1.163      1.892      0.921      1.359          9        640:  96%|█████████▋| 500/519 [03:51<00:09,  2.02it/s]
       8/80      0.94G      1.163      1.892      0.921      1.359          9        640:  97%|█████████▋| 501/519 [03:51<00:07,  2.53it/s]
       8/80      0.94G      1.162      1.893     0.9207      1.359         10        640:  97%|█████████▋| 501/519 [03:52<00:07,  2.53it/s]
       8/80      0.94G      1.162      1.893     0.9207      1.359         10        640:  97%|█████████▋| 502/519 [03:52<00:06,  2.78it/s]
       8/80      0.94G      1.162      1.892     0.9206      1.359          6        640:  97%|█████████▋| 502/519 [03:52<00:06,  2.78it/s]
       8/80      0.94G      1.162      1.892     0.9206      1.359          6        640:  97%|█████████▋| 503/519 [03:52<00:08,  2.00it/s]
       8/80      0.94G      1.162      1.891     0.9201      1.359          9        640:  97%|█████████▋| 503/519 [03:53<00:08,  2.00it/s]
       8/80      0.94G      1.162      1.891     0.9201      1.359          9        640:  97%|█████████▋| 504/519 [03:53<00:06,  2.24it/s]
       8/80      0.94G      1.161      1.891     0.9199      1.358         14        640:  97%|█████████▋| 504/519 [03:53<00:06,  2.24it/s]
       8/80      0.94G      1.161      1.891     0.9199      1.358         14        640:  97%|█████████▋| 505/519 [03:53<00:05,  2.59it/s]
       8/80      0.94G      1.161       1.89     0.9197      1.358         10        640:  97%|█████████▋| 505/519 [03:53<00:05,  2.59it/s]
       8/80      0.94G      1.161       1.89     0.9197      1.358         10        640:  97%|█████████▋| 506/519 [03:53<00:04,  3.15it/s]
       8/80      0.94G       1.16       1.89     0.9193      1.357         12        640:  97%|█████████▋| 506/519 [03:54<00:04,  3.15it/s]
       8/80      0.94G       1.16       1.89     0.9193      1.357         12        640:  98%|█████████▊| 507/519 [03:54<00:05,  2.05it/s]
       8/80      0.94G       1.16      1.889     0.9191      1.357         11        640:  98%|█████████▊| 507/519 [03:54<00:05,  2.05it/s]
       8/80      0.94G       1.16      1.889     0.9191      1.357         11        640:  98%|█████████▊| 508/519 [03:54<00:04,  2.28it/s]
       8/80      0.94G       1.16      1.889     0.9189      1.357         11        640:  98%|█████████▊| 508/519 [03:55<00:04,  2.28it/s]
       8/80      0.94G       1.16      1.889     0.9189      1.357         11        640:  98%|█████████▊| 509/519 [03:55<00:03,  2.63it/s]
       8/80      0.94G       1.16      1.889     0.9188      1.357         10        640:  98%|█████████▊| 509/519 [03:55<00:03,  2.63it/s]
       8/80      0.94G       1.16      1.889     0.9188      1.357         10        640:  98%|█████████▊| 510/519 [03:55<00:03,  2.98it/s]
       8/80      0.94G       1.16      1.889     0.9187      1.357         13        640:  98%|█████████▊| 510/519 [03:56<00:03,  2.98it/s]
       8/80      0.94G       1.16      1.889     0.9187      1.357         13        640:  98%|█████████▊| 511/519 [03:56<00:04,  1.81it/s]
       8/80      0.94G       1.16      1.888     0.9183      1.357          9        640:  98%|█████████▊| 511/519 [03:56<00:04,  1.81it/s]
       8/80      0.94G       1.16      1.888     0.9183      1.357          9        640:  99%|█████████▊| 512/519 [03:56<00:03,  2.26it/s]
       8/80      0.94G       1.16      1.889     0.9185      1.357         11        640:  99%|█████████▊| 512/519 [03:56<00:03,  2.26it/s]
       8/80      0.94G       1.16      1.889     0.9185      1.357         11        640:  99%|█████████▉| 513/519 [03:56<00:02,  2.71it/s]
       8/80      0.94G      1.161      1.891     0.9191      1.358          8        640:  99%|█████████▉| 513/519 [03:56<00:02,  2.71it/s]
       8/80      0.94G      1.161      1.891     0.9191      1.358          8        640:  99%|█████████▉| 514/519 [03:56<00:01,  3.29it/s]
       8/80      0.94G      1.161      1.893     0.9191      1.358          8        640:  99%|█████████▉| 514/519 [03:57<00:01,  3.29it/s]
       8/80      0.94G      1.161      1.893     0.9191      1.358          8        640:  99%|█████████▉| 515/519 [03:57<00:01,  2.43it/s]
       8/80      0.94G      1.161      1.894     0.9195      1.359          8        640:  99%|█████████▉| 515/519 [03:57<00:01,  2.43it/s]
       8/80      0.94G      1.161      1.894     0.9195      1.359          8        640:  99%|█████████▉| 516/519 [03:57<00:01,  2.98it/s]
       8/80      0.94G       1.16      1.894     0.9191      1.358          9        640:  99%|█████████▉| 516/519 [03:57<00:01,  2.98it/s]
       8/80      0.94G       1.16      1.894     0.9193      1.358          9        640:  99%|█████████▉| 516/519 [03:57<00:01,  2.98it/s]
       8/80      0.94G       1.16      1.894     0.9193      1.358          9        640: 100%|█████████▉| 518/519 [03:57<00:00,  4.40it/s]
       8/80      0.94G       1.16      1.897     0.9196      1.358          7        640: 100%|█████████▉| 518/519 [03:58<00:00,  4.40it/s]
       8/80      0.94G       1.16      1.897     0.9196      1.358          7        640: 100%|██████████| 519/519 [03:58<00:00,  4.31it/s]
       8/80      0.94G       1.16      1.897     0.9196      1.358          7        640: 100%|██████████| 519/519 [03:58<00:00,  2.18it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:39,  6.24s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:58,  2.84s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:46,  1.71s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:13,  1.21s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<00:59,  1.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:49,  1.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:43,  1.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:37,  1.51it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:31,  1.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:27,  2.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:23,  2.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:22,  2.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:23,  2.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:23,  2.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:23,  2.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:24,  1.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:23,  1.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:25,  1.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:26,  1.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  1.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:17,  2.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:17<00:14,  2.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.39it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  4.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:18<00:05,  6.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:04,  6.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:19<00:04,  6.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:20<00:03,  6.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.31it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.49it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:21<00:01,  7.48it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  8.08it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  82%|████████▏ | 53/65 [00:21<00:01,  8.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  9.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.53it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  92%|█████████▏| 60/65 [00:22<00:00,  9.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:22<00:00,  9.87it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.80it/s]
+                   all        519        519      0.912      0.942      0.969      0.678      0.906      0.933      0.961      0.657
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
       9/80      0.94G      1.094      1.487     0.7127      1.299         10        640:   0%|          | 0/519 [00:02<?, ?it/s]
       9/80      0.94G      1.094      1.487     0.7127      1.299         10        640:   0%|          | 1/519 [00:02<24:43,  2.86s/it]
       9/80      0.94G      1.233      1.936     0.8468      1.526          6        640:   0%|          | 1/519 [00:03<24:43,  2.86s/it]
       9/80      0.94G      1.233      1.936     0.8468      1.526          6        640:   0%|          | 2/519 [00:03<11:14,  1.31s/it]
       9/80      0.94G      1.293      1.742     0.8407      1.478          6        640:   0%|          | 2/519 [00:03<11:14,  1.31s/it]
       9/80      0.94G      1.293      1.742     0.8407      1.478          6        640:   1%|          | 3/519 [00:03<07:09,  1.20it/s]
       9/80      0.94G      1.208      1.713     0.8817      1.441         12        640:   1%|          | 3/519 [00:03<07:09,  1.20it/s]
       9/80      0.94G      1.208      1.713     0.8817      1.441         12        640:   1%|          | 4/519 [00:03<04:57,  1.73it/s]
       9/80      0.94G      1.233      1.778     0.9012      1.434         10        640:   1%|          | 4/519 [00:04<04:57,  1.73it/s]
       9/80      0.94G      1.233      1.778     0.9012      1.434         10        640:   1%|          | 5/519 [00:04<06:06,  1.40it/s]
       9/80      0.94G      1.263      1.786     0.9844      1.458         11        640:   1%|          | 5/519 [00:04<06:06,  1.40it/s]
       9/80      0.94G      1.263      1.786     0.9844      1.458         11        640:   1%|          | 6/519 [00:04<04:50,  1.76it/s]
       9/80      0.94G      1.294      1.876     0.9753      1.474         10        640:   1%|          | 6/519 [00:05<04:50,  1.76it/s]
       9/80      0.94G      1.294      1.876     0.9753      1.474         10        640:   1%|▏         | 7/519 [00:05<03:59,  2.14it/s]
       9/80      0.94G      1.295      1.923     0.9904      1.465         11        640:   1%|▏         | 7/519 [00:05<03:59,  2.14it/s]
       9/80      0.94G      1.295      1.923     0.9904      1.465         11        640:   2%|▏         | 8/519 [00:05<03:19,  2.56it/s]
       9/80      0.94G      1.295       1.94      1.011      1.475         11        640:   2%|▏         | 8/519 [00:05<03:19,  2.56it/s]
       9/80      0.94G      1.295       1.94      1.011      1.475         11        640:   2%|▏         | 9/519 [00:05<03:59,  2.13it/s]
       9/80      0.94G      1.259      1.897     0.9796      1.442         14        640:   2%|▏         | 9/519 [00:06<03:59,  2.13it/s]
       9/80      0.94G      1.259      1.897     0.9796      1.442         14        640:   2%|▏         | 10/519 [00:06<03:28,  2.44it/s]
       9/80      0.94G      1.249      1.847     0.9576       1.45          8        640:   2%|▏         | 10/519 [00:07<03:28,  2.44it/s]
       9/80      0.94G      1.249      1.847     0.9576       1.45          8        640:   2%|▏         | 11/519 [00:07<05:12,  1.62it/s]
       9/80      0.94G      1.266      1.887     0.9719      1.449          8        640:   2%|▏         | 11/519 [00:07<05:12,  1.62it/s]
       9/80      0.94G      1.266      1.887     0.9719      1.449          8        640:   2%|▏         | 12/519 [00:07<04:18,  1.96it/s]
       9/80      0.94G      1.262        1.9     0.9609      1.441         14        640:   2%|▏         | 12/519 [00:08<04:18,  1.96it/s]
       9/80      0.94G      1.262        1.9     0.9609      1.441         14        640:   3%|▎         | 13/519 [00:08<05:00,  1.68it/s]
       9/80      0.94G      1.271      1.893     0.9855      1.452         10        640:   3%|▎         | 13/519 [00:08<05:00,  1.68it/s]
       9/80      0.94G      1.271      1.893     0.9855      1.452         10        640:   3%|▎         | 14/519 [00:08<04:07,  2.04it/s]
       9/80      0.94G      1.269      1.901     0.9768      1.451          9        640:   3%|▎         | 14/519 [00:08<04:07,  2.04it/s]
       9/80      0.94G      1.269      1.901     0.9768      1.451          9        640:   3%|▎         | 15/519 [00:08<03:26,  2.44it/s]
       9/80      0.94G      1.251       1.87     0.9584      1.441         10        640:   3%|▎         | 15/519 [00:09<03:26,  2.44it/s]
       9/80      0.94G      1.251       1.87     0.9584      1.441         10        640:   3%|▎         | 16/519 [00:09<03:05,  2.71it/s]
       9/80      0.94G      1.251      1.877     0.9628       1.44         13        640:   3%|▎         | 16/519 [00:09<03:05,  2.71it/s]
       9/80      0.94G      1.251      1.877     0.9628       1.44         13        640:   3%|▎         | 17/519 [00:09<03:58,  2.11it/s]
       9/80      0.94G      1.242      1.869     0.9497      1.426         12        640:   3%|▎         | 17/519 [00:10<03:58,  2.11it/s]
       9/80      0.94G      1.242      1.869     0.9497      1.426         12        640:   3%|▎         | 18/519 [00:10<03:21,  2.48it/s]
       9/80      0.94G      1.233      1.835     0.9363      1.412         15        640:   3%|▎         | 18/519 [00:10<03:21,  2.48it/s]
       9/80      0.94G      1.233      1.835     0.9363      1.412         15        640:   4%|▎         | 19/519 [00:10<02:55,  2.84it/s]
       9/80      0.94G      1.218       1.82     0.9231      1.397         10        640:   4%|▎         | 19/519 [00:10<02:55,  2.84it/s]
       9/80      0.94G      1.218       1.82     0.9231      1.397         10        640:   4%|▍         | 20/519 [00:10<02:40,  3.10it/s]
       9/80      0.94G      1.208      1.789     0.9259      1.393          8        640:   4%|▍         | 20/519 [00:11<02:40,  3.10it/s]
       9/80      0.94G      1.208      1.789     0.9259      1.393          8        640:   4%|▍         | 21/519 [00:11<04:04,  2.04it/s]
       9/80      0.94G      1.191      1.783     0.9175      1.387          6        640:   4%|▍         | 21/519 [00:11<04:04,  2.04it/s]
       9/80      0.94G      1.191      1.783     0.9175      1.387          6        640:   4%|▍         | 22/519 [00:11<03:28,  2.38it/s]
       9/80      0.94G      1.197      1.786     0.9229      1.386         12        640:   4%|▍         | 22/519 [00:11<03:28,  2.38it/s]
       9/80      0.94G      1.197      1.786     0.9229      1.386         12        640:   4%|▍         | 23/519 [00:11<03:17,  2.51it/s]
       9/80      0.94G      1.186      1.781      0.911      1.375          8        640:   4%|▍         | 23/519 [00:12<03:17,  2.51it/s]
       9/80      0.94G      1.186      1.781      0.911      1.375          8        640:   5%|▍         | 24/519 [00:12<02:56,  2.81it/s]
       9/80      0.94G      1.196      1.782     0.9156      1.373         13        640:   5%|▍         | 24/519 [00:12<02:56,  2.81it/s]
       9/80      0.94G      1.196      1.782     0.9156      1.373         13        640:   5%|▍         | 25/519 [00:12<03:48,  2.16it/s]
       9/80      0.94G       1.19      1.786     0.9347      1.372          6        640:   5%|▍         | 25/519 [00:13<03:48,  2.16it/s]
       9/80      0.94G       1.19      1.786     0.9347      1.372          6        640:   5%|▌         | 26/519 [00:13<03:13,  2.55it/s]
       9/80      0.94G      1.203      1.806     0.9384      1.376         10        640:   5%|▌         | 26/519 [00:13<03:13,  2.55it/s]
       9/80      0.94G      1.203      1.806     0.9384      1.376         10        640:   5%|▌         | 27/519 [00:13<03:28,  2.36it/s]
       9/80      0.94G      1.194       1.79      0.933      1.371         12        640:   5%|▌         | 27/519 [00:13<03:28,  2.36it/s]
       9/80      0.94G      1.194       1.79      0.933      1.371         12        640:   5%|▌         | 28/519 [00:13<02:59,  2.74it/s]
       9/80      0.94G      1.196       1.81     0.9302       1.37         11        640:   5%|▌         | 28/519 [00:14<02:59,  2.74it/s]
       9/80      0.94G      1.196       1.81     0.9302       1.37         11        640:   6%|▌         | 29/519 [00:14<03:59,  2.04it/s]
       9/80      0.94G      1.199      1.825     0.9294      1.368         12        640:   6%|▌         | 29/519 [00:14<03:59,  2.04it/s]
       9/80      0.94G      1.199      1.825     0.9294      1.368         12        640:   6%|▌         | 30/519 [00:14<03:17,  2.47it/s]
       9/80      0.94G      1.188      1.813      0.927       1.36          9        640:   6%|▌         | 30/519 [00:15<03:17,  2.47it/s]
       9/80      0.94G      1.188      1.813      0.927       1.36          9        640:   6%|▌         | 31/519 [00:15<03:46,  2.15it/s]
       9/80      0.94G      1.188      1.817      0.928      1.363         10        640:   6%|▌         | 31/519 [00:15<03:46,  2.15it/s]
       9/80      0.94G      1.188      1.817      0.928      1.363         10        640:   6%|▌         | 32/519 [00:15<03:15,  2.49it/s]
       9/80      0.94G      1.183      1.812     0.9221      1.362         10        640:   6%|▌         | 32/519 [00:16<03:15,  2.49it/s]
       9/80      0.94G      1.183      1.812     0.9221      1.362         10        640:   6%|▋         | 33/519 [00:16<04:38,  1.74it/s]
       9/80      0.94G      1.175      1.803     0.9164      1.358         14        640:   6%|▋         | 33/519 [00:16<04:38,  1.74it/s]
       9/80      0.94G      1.175      1.803     0.9164      1.358         14        640:   7%|▋         | 34/519 [00:16<03:48,  2.12it/s]
       9/80      0.94G      1.174      1.806     0.9121      1.358         10        640:   7%|▋         | 34/519 [00:17<03:48,  2.12it/s]
       9/80      0.94G      1.174      1.806     0.9121      1.358         10        640:   7%|▋         | 35/519 [00:17<03:57,  2.04it/s]
       9/80      0.94G      1.176      1.792     0.9105      1.362         10        640:   7%|▋         | 35/519 [00:17<03:57,  2.04it/s]
       9/80      0.94G      1.176      1.792     0.9105      1.362         10        640:   7%|▋         | 36/519 [00:17<03:16,  2.46it/s]
       9/80      0.94G      1.182      1.798      0.915      1.368          7        640:   7%|▋         | 36/519 [00:18<03:16,  2.46it/s]
       9/80      0.94G      1.182      1.798      0.915      1.368          7        640:   7%|▋         | 37/519 [00:18<04:21,  1.84it/s]
       9/80      0.94G      1.182        1.8     0.9183      1.371          9        640:   7%|▋         | 37/519 [00:18<04:21,  1.84it/s]
       9/80      0.94G      1.182        1.8     0.9183      1.371          9        640:   7%|▋         | 38/519 [00:18<03:36,  2.22it/s]
       9/80      0.94G      1.181      1.803     0.9132      1.368         12        640:   7%|▋         | 38/519 [00:19<03:36,  2.22it/s]
       9/80      0.94G      1.181      1.803     0.9132      1.368         12        640:   8%|▊         | 39/519 [00:19<03:33,  2.25it/s]
       9/80      0.94G       1.18      1.801     0.9107      1.369          9        640:   8%|▊         | 39/519 [00:19<03:33,  2.25it/s]
       9/80      0.94G       1.18      1.801     0.9107      1.369          9        640:   8%|▊         | 40/519 [00:19<03:00,  2.66it/s]
       9/80      0.94G      1.184      1.798     0.9159      1.376         10        640:   8%|▊         | 40/519 [00:19<03:00,  2.66it/s]
       9/80      0.94G      1.184      1.798     0.9159      1.376         10        640:   8%|▊         | 41/519 [00:19<03:22,  2.36it/s]
       9/80      0.94G      1.191      1.804     0.9176      1.381         10        640:   8%|▊         | 41/519 [00:20<03:22,  2.36it/s]
       9/80      0.94G      1.191      1.804     0.9176      1.381         10        640:   8%|▊         | 42/519 [00:20<02:49,  2.81it/s]
       9/80      0.94G      1.184      1.797      0.915      1.375         10        640:   8%|▊         | 42/519 [00:20<02:49,  2.81it/s]
       9/80      0.94G      1.184      1.797      0.915      1.375         10        640:   8%|▊         | 43/519 [00:20<03:05,  2.57it/s]
       9/80      0.94G      1.174       1.79     0.9155      1.375          5        640:   8%|▊         | 43/519 [00:20<03:05,  2.57it/s]
       9/80      0.94G      1.174       1.79     0.9155      1.375          5        640:   8%|▊         | 44/519 [00:20<02:43,  2.90it/s]
       9/80      0.94G      1.174      1.786     0.9107      1.376          8        640:   8%|▊         | 44/519 [00:21<02:43,  2.90it/s]
       9/80      0.94G      1.174      1.786     0.9107      1.376          8        640:   9%|▊         | 45/519 [00:21<04:24,  1.79it/s]
       9/80      0.94G      1.171      1.779      0.904      1.373         13        640:   9%|▊         | 45/519 [00:22<04:24,  1.79it/s]
       9/80      0.94G      1.171      1.779      0.904      1.373         13        640:   9%|▉         | 46/519 [00:22<03:35,  2.19it/s]
       9/80      0.94G       1.17      1.795     0.9038      1.373         12        640:   9%|▉         | 46/519 [00:22<03:35,  2.19it/s]
       9/80      0.94G       1.17      1.795     0.9038      1.373         12        640:   9%|▉         | 47/519 [00:22<02:59,  2.64it/s]
       9/80      0.94G      1.172      1.785     0.8992      1.373         10        640:   9%|▉         | 47/519 [00:22<02:59,  2.64it/s]
       9/80      0.94G      1.172      1.785     0.8992      1.373         10        640:   9%|▉         | 48/519 [00:22<02:44,  2.87it/s]
       9/80      0.94G      1.171      1.783      0.897      1.371         11        640:   9%|▉         | 48/519 [00:24<02:44,  2.87it/s]
       9/80      0.94G      1.171      1.783      0.897      1.371         11        640:   9%|▉         | 49/519 [00:24<05:23,  1.45it/s]
       9/80      0.94G      1.174      1.803     0.9071      1.376          8        640:   9%|▉         | 49/519 [00:24<05:23,  1.45it/s]
       9/80      0.94G      1.174      1.803     0.9071      1.376          8        640:  10%|▉         | 50/519 [00:24<04:19,  1.81it/s]
       9/80      0.94G       1.17      1.798     0.9006      1.373          7        640:  10%|▉         | 50/519 [00:24<04:19,  1.81it/s]
       9/80      0.94G       1.17      1.798     0.9006      1.373          7        640:  10%|▉         | 51/519 [00:24<03:25,  2.28it/s]
       9/80      0.94G      1.174      1.804     0.9055      1.377         10        640:  10%|▉         | 51/519 [00:24<03:25,  2.28it/s]
       9/80      0.94G      1.174      1.804     0.9055      1.377         10        640:  10%|█         | 52/519 [00:24<02:52,  2.70it/s]
       9/80      0.94G      1.176      1.802     0.9043      1.379         13        640:  10%|█         | 52/519 [00:26<02:52,  2.70it/s]
       9/80      0.94G      1.176      1.802     0.9043      1.379         13        640:  10%|█         | 53/519 [00:26<05:34,  1.39it/s]
       9/80      0.94G      1.177      1.812     0.9097      1.381          9        640:  10%|█         | 53/519 [00:26<05:34,  1.39it/s]
       9/80      0.94G      1.177      1.812     0.9097      1.381          9        640:  10%|█         | 54/519 [00:26<04:29,  1.73it/s]
       9/80      0.94G      1.172       1.81     0.9059      1.379         12        640:  10%|█         | 54/519 [00:26<04:29,  1.73it/s]
       9/80      0.94G      1.172       1.81     0.9059      1.379         12        640:  11%|█         | 55/519 [00:26<03:36,  2.14it/s]
       9/80      0.94G      1.167      1.797     0.9043      1.376          9        640:  11%|█         | 55/519 [00:26<03:36,  2.14it/s]
       9/80      0.94G      1.167      1.797     0.9043      1.376          9        640:  11%|█         | 56/519 [00:26<03:06,  2.49it/s]
       9/80      0.94G      1.166      1.794     0.9008      1.373         14        640:  11%|█         | 56/519 [00:28<03:06,  2.49it/s]
       9/80      0.94G      1.166      1.794     0.9008      1.373         14        640:  11%|█         | 57/519 [00:28<04:58,  1.55it/s]
       9/80      0.94G       1.17      1.805     0.8987      1.377         12        640:  11%|█         | 57/519 [00:28<04:58,  1.55it/s]
       9/80      0.94G       1.17      1.805     0.8987      1.377         12        640:  11%|█         | 58/519 [00:28<04:08,  1.86it/s]
       9/80      0.94G      1.175      1.797     0.8973      1.379          7        640:  11%|█         | 58/519 [00:28<04:08,  1.86it/s]
       9/80      0.94G      1.175      1.797     0.8973      1.379          7        640:  11%|█▏        | 59/519 [00:28<03:21,  2.28it/s]
       9/80      0.94G      1.181        1.8     0.8992      1.383         14        640:  11%|█▏        | 59/519 [00:28<03:21,  2.28it/s]
       9/80      0.94G      1.181        1.8     0.8992      1.383         14        640:  12%|█▏        | 60/519 [00:28<02:43,  2.81it/s]
       9/80      0.94G      1.177      1.797     0.9054      1.381          8        640:  12%|█▏        | 60/519 [00:29<02:43,  2.81it/s]
       9/80      0.94G      1.177      1.797     0.9054      1.381          8        640:  12%|█▏        | 61/519 [00:29<04:23,  1.74it/s]
       9/80      0.94G      1.171      1.792     0.9016      1.378          7        640:  12%|█▏        | 61/519 [00:30<04:23,  1.74it/s]
       9/80      0.94G      1.171      1.792     0.9016      1.378          7        640:  12%|█▏        | 62/519 [00:30<03:38,  2.09it/s]
       9/80      0.94G      1.169      1.789     0.8972      1.376         10        640:  12%|█▏        | 62/519 [00:30<03:38,  2.09it/s]
       9/80      0.94G      1.169      1.789     0.8972      1.376         10        640:  12%|█▏        | 63/519 [00:30<03:02,  2.50it/s]
       9/80      0.94G      1.169      1.791     0.8967      1.376          8        640:  12%|█▏        | 63/519 [00:30<03:02,  2.50it/s]
       9/80      0.94G      1.169      1.791     0.8967      1.376          8        640:  12%|█▏        | 64/519 [00:30<02:37,  2.88it/s]
       9/80      0.94G      1.167      1.793     0.8938      1.374         14        640:  12%|█▏        | 64/519 [00:31<02:37,  2.88it/s]
       9/80      0.94G      1.167      1.793     0.8938      1.374         14        640:  13%|█▎        | 65/519 [00:31<03:24,  2.22it/s]
       9/80      0.94G      1.166      1.796     0.8932      1.373         10        640:  13%|█▎        | 65/519 [00:31<03:24,  2.22it/s]
       9/80      0.94G      1.166      1.796     0.8932      1.373         10        640:  13%|█▎        | 66/519 [00:31<02:59,  2.53it/s]
       9/80      0.94G      1.167       1.79     0.8954      1.371          6        640:  13%|█▎        | 66/519 [00:31<02:59,  2.53it/s]
       9/80      0.94G      1.167       1.79     0.8954      1.371          6        640:  13%|█▎        | 67/519 [00:31<02:33,  2.95it/s]
       9/80      0.94G      1.168      1.791     0.8924      1.372          8        640:  13%|█▎        | 67/519 [00:32<02:33,  2.95it/s]
       9/80      0.94G      1.168      1.791     0.8924      1.372          8        640:  13%|█▎        | 68/519 [00:32<02:24,  3.12it/s]
       9/80      0.94G      1.164      1.782     0.8888      1.367         14        640:  13%|█▎        | 68/519 [00:32<02:24,  3.12it/s]
       9/80      0.94G      1.164      1.782     0.8888      1.367         14        640:  13%|█▎        | 69/519 [00:32<03:12,  2.34it/s]
       9/80      0.94G      1.164      1.783     0.8882      1.365         10        640:  13%|█▎        | 69/519 [00:33<03:12,  2.34it/s]
       9/80      0.94G      1.164      1.783     0.8882      1.365         10        640:  13%|█▎        | 70/519 [00:33<02:47,  2.68it/s]
       9/80      0.94G      1.165      1.784     0.8871      1.364         11        640:  13%|█▎        | 70/519 [00:33<02:47,  2.68it/s]
       9/80      0.94G      1.165      1.784     0.8871      1.364         11        640:  14%|█▎        | 71/519 [00:33<02:49,  2.65it/s]
       9/80      0.94G      1.161       1.79     0.8844      1.363          8        640:  14%|█▎        | 71/519 [00:33<02:49,  2.65it/s]
       9/80      0.94G      1.161       1.79     0.8844      1.363          8        640:  14%|█▍        | 72/519 [00:33<02:30,  2.97it/s]
       9/80      0.94G      1.158      1.787      0.885      1.361         10        640:  14%|█▍        | 72/519 [00:34<02:30,  2.97it/s]
       9/80      0.94G      1.158      1.787      0.885      1.361         10        640:  14%|█▍        | 73/519 [00:34<03:22,  2.20it/s]
       9/80      0.94G      1.162      1.788     0.8862      1.361         11        640:  14%|█▍        | 73/519 [00:34<03:22,  2.20it/s]
       9/80      0.94G      1.162      1.788     0.8862      1.361         11        640:  14%|█▍        | 74/519 [00:34<03:10,  2.33it/s]
       9/80      0.94G      1.161      1.791      0.887      1.361          7        640:  14%|█▍        | 74/519 [00:34<03:10,  2.33it/s]
       9/80      0.94G      1.161      1.791      0.887      1.361          7        640:  14%|█▍        | 75/519 [00:34<02:42,  2.74it/s]
       9/80      0.94G      1.158      1.787     0.8857      1.359         12        640:  14%|█▍        | 75/519 [00:35<02:42,  2.74it/s]
       9/80      0.94G      1.158      1.787     0.8857      1.359         12        640:  15%|█▍        | 76/519 [00:35<02:24,  3.06it/s]
       9/80      0.94G      1.157      1.788     0.8842      1.358         10        640:  15%|█▍        | 76/519 [00:36<02:24,  3.06it/s]
       9/80      0.94G      1.157      1.788     0.8842      1.358         10        640:  15%|█▍        | 77/519 [00:36<04:31,  1.63it/s]
       9/80      0.94G      1.157       1.79     0.8836      1.358          8        640:  15%|█▍        | 77/519 [00:36<04:31,  1.63it/s]
       9/80      0.94G      1.157       1.79     0.8836      1.358          8        640:  15%|█▌        | 78/519 [00:36<03:41,  1.99it/s]
       9/80      0.94G      1.153      1.789     0.8823      1.355          8        640:  15%|█▌        | 78/519 [00:37<03:41,  1.99it/s]
       9/80      0.94G      1.153      1.789     0.8823      1.355          8        640:  15%|█▌        | 79/519 [00:37<03:30,  2.09it/s]
       9/80      0.94G      1.157      1.795     0.8888      1.357          7        640:  15%|█▌        | 79/519 [00:37<03:30,  2.09it/s]
       9/80      0.94G      1.157      1.795     0.8888      1.357          7        640:  15%|█▌        | 80/519 [00:37<02:57,  2.47it/s]
       9/80      0.94G      1.156      1.792     0.8875      1.357         11        640:  15%|█▌        | 80/519 [00:38<02:57,  2.47it/s]
       9/80      0.94G      1.156      1.792     0.8875      1.357         11        640:  16%|█▌        | 81/519 [00:38<04:54,  1.49it/s]
       9/80      0.94G      1.155      1.796     0.8861      1.358         11        640:  16%|█▌        | 81/519 [00:38<04:54,  1.49it/s]
       9/80      0.94G      1.155      1.796     0.8861      1.358         11        640:  16%|█▌        | 82/519 [00:38<03:59,  1.82it/s]
       9/80      0.94G      1.154      1.795     0.8838      1.356         11        640:  16%|█▌        | 82/519 [00:39<03:59,  1.82it/s]
       9/80      0.94G      1.154      1.795     0.8838      1.356         11        640:  16%|█▌        | 83/519 [00:39<03:14,  2.24it/s]
       9/80      0.94G      1.152      1.789     0.8821      1.354          9        640:  16%|█▌        | 83/519 [00:39<03:14,  2.24it/s]
       9/80      0.94G      1.152      1.789     0.8821      1.354          9        640:  16%|█▌        | 84/519 [00:39<02:46,  2.61it/s]
       9/80      0.94G      1.151      1.789     0.8812      1.353         12        640:  16%|█▌        | 84/519 [00:40<02:46,  2.61it/s]
       9/80      0.94G      1.151      1.789     0.8812      1.353         12        640:  16%|█▋        | 85/519 [00:40<04:11,  1.73it/s]
       9/80      0.94G      1.148       1.79     0.8808      1.351          9        640:  16%|█▋        | 85/519 [00:40<04:11,  1.73it/s]
       9/80      0.94G      1.148       1.79     0.8808      1.351          9        640:  17%|█▋        | 86/519 [00:40<03:36,  2.00it/s]
       9/80      0.94G      1.148      1.793      0.883      1.352         11        640:  17%|█▋        | 86/519 [00:40<03:36,  2.00it/s]
       9/80      0.94G      1.148      1.793      0.883      1.352         11        640:  17%|█▋        | 87/519 [00:40<02:54,  2.47it/s]
       9/80      0.94G       1.15      1.796     0.8859      1.354          7        640:  17%|█▋        | 87/519 [00:41<02:54,  2.47it/s]
       9/80      0.94G       1.15      1.796     0.8859      1.354          7        640:  17%|█▋        | 88/519 [00:41<02:31,  2.85it/s]
       9/80      0.94G      1.151       1.79     0.8858      1.357          7        640:  17%|█▋        | 88/519 [00:42<02:31,  2.85it/s]
       9/80      0.94G      1.151       1.79     0.8858      1.357          7        640:  17%|█▋        | 89/519 [00:42<04:06,  1.74it/s]
       9/80      0.94G      1.151      1.789     0.8849      1.357         10        640:  17%|█▋        | 89/519 [00:42<04:06,  1.74it/s]
       9/80      0.94G      1.151      1.789     0.8849      1.357         10        640:  17%|█▋        | 90/519 [00:42<03:29,  2.05it/s]
       9/80      0.94G      1.146      1.785     0.8822      1.353         15        640:  17%|█▋        | 90/519 [00:42<03:29,  2.05it/s]
       9/80      0.94G      1.146      1.785     0.8822      1.353         15        640:  18%|█▊        | 91/519 [00:42<02:47,  2.56it/s]
       9/80      0.94G      1.145      1.785     0.8799       1.35         14        640:  18%|█▊        | 91/519 [00:42<02:47,  2.56it/s]
       9/80      0.94G      1.145      1.785     0.8799       1.35         14        640:  18%|█▊        | 92/519 [00:42<02:27,  2.90it/s]
       9/80      0.94G      1.145      1.784     0.8787      1.352          9        640:  18%|█▊        | 92/519 [00:44<02:27,  2.90it/s]
       9/80      0.94G      1.145      1.784     0.8787      1.352          9        640:  18%|█▊        | 93/519 [00:44<04:58,  1.43it/s]
       9/80      0.94G      1.143      1.783      0.878      1.351         10        640:  18%|█▊        | 93/519 [00:44<04:58,  1.43it/s]
       9/80      0.94G      1.143      1.783      0.878      1.351         10        640:  18%|█▊        | 94/519 [00:44<03:50,  1.85it/s]
       9/80      0.94G      1.146      1.785     0.8793      1.354         12        640:  18%|█▊        | 94/519 [00:44<03:50,  1.85it/s]
       9/80      0.94G      1.146      1.785     0.8793      1.354         12        640:  18%|█▊        | 95/519 [00:44<03:06,  2.27it/s]
       9/80      0.94G      1.145      1.786     0.8806      1.353         10        640:  18%|█▊        | 95/519 [00:45<03:06,  2.27it/s]
       9/80      0.94G      1.145      1.786     0.8806      1.353         10        640:  18%|█▊        | 96/519 [00:45<02:41,  2.63it/s]
       9/80      0.94G      1.146      1.789     0.8808      1.352         13        640:  18%|█▊        | 96/519 [00:46<02:41,  2.63it/s]
       9/80      0.94G      1.146      1.789     0.8808      1.352         13        640:  19%|█▊        | 97/519 [00:46<04:15,  1.65it/s]
       9/80      0.94G      1.148      1.793     0.8824      1.353         14        640:  19%|█▊        | 97/519 [00:46<04:15,  1.65it/s]
       9/80      0.94G      1.148      1.793     0.8824      1.353         14        640:  19%|█▉        | 98/519 [00:46<03:22,  2.08it/s]
       9/80      0.94G      1.148      1.794     0.8836      1.353         14        640:  19%|█▉        | 98/519 [00:46<03:22,  2.08it/s]
       9/80      0.94G      1.148      1.794     0.8836      1.353         14        640:  19%|█▉        | 99/519 [00:46<02:46,  2.52it/s]
       9/80      0.94G       1.15      1.796      0.884      1.354         12        640:  19%|█▉        | 99/519 [00:46<02:46,  2.52it/s]
       9/80      0.94G       1.15      1.796      0.884      1.354         12        640:  19%|█▉        | 100/519 [00:46<02:23,  2.92it/s]
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       9/80      0.94G       1.16      1.853     0.8991      1.366         10        640:  47%|████▋     | 242/519 [01:53<01:54,  2.42it/s]
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       9/80      0.94G      1.159      1.852     0.8987      1.365         16        640:  47%|████▋     | 243/519 [01:53<02:46,  1.66it/s]
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       9/80      0.94G      1.157      1.851      0.897      1.364         12        640:  47%|████▋     | 245/519 [01:54<01:58,  2.32it/s]
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       9/80      0.94G      1.155      1.847      0.895      1.362          9        640:  48%|████▊     | 247/519 [01:55<02:11,  2.06it/s]
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       9/80      0.94G      1.151      1.842     0.8938       1.36          6        640:  49%|████▊     | 252/519 [01:58<02:38,  1.68it/s]
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       9/80      0.94G      1.149      1.835     0.8909      1.354         14        640:  51%|█████▏    | 266/519 [02:04<02:35,  1.63it/s]
       9/80      0.94G      1.149      1.835     0.8909      1.354         14        640:  51%|█████▏    | 267/519 [02:04<02:08,  1.97it/s]
       9/80      0.94G      1.149      1.833     0.8909      1.354         13        640:  51%|█████▏    | 267/519 [02:04<02:08,  1.97it/s]
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       9/80      0.94G       1.15      1.834     0.8908      1.354         13        640:  52%|█████▏    | 269/519 [02:05<01:33,  2.68it/s]
       9/80      0.94G      1.151      1.846     0.8917      1.355          9        640:  52%|█████▏    | 269/519 [02:06<01:33,  2.68it/s]
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       9/80      0.94G      1.149      1.843     0.8915      1.354          7        640:  52%|█████▏    | 271/519 [02:06<01:53,  2.19it/s]
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       9/80      0.94G      1.151      1.849     0.8961      1.354          6        640:  54%|█████▍    | 281/519 [02:11<01:35,  2.48it/s]
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       9/80      0.94G       1.15      1.851     0.8961      1.354         11        640:  55%|█████▍    | 283/519 [02:12<01:32,  2.56it/s]
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       9/80      0.94G      1.149      1.849      0.896      1.353         10        640:  55%|█████▍    | 285/519 [02:13<02:00,  1.95it/s]
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       9/80      0.94G       1.15      1.849     0.8959      1.355          7        640:  55%|█████▌    | 287/519 [02:13<01:34,  2.45it/s]
       9/80      0.94G       1.15       1.85     0.8958      1.355         10        640:  55%|█████▌    | 287/519 [02:13<01:34,  2.45it/s]
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       9/80      0.94G       1.15      1.848     0.8944      1.354         10        640:  56%|█████▌    | 290/519 [02:15<01:52,  2.03it/s]
       9/80      0.94G      1.149      1.847     0.8941      1.354         11        640:  56%|█████▌    | 290/519 [02:15<01:52,  2.03it/s]
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       9/80      0.94G       1.15      1.848      0.895      1.355          7        640:  56%|█████▋    | 292/519 [02:15<01:24,  2.68it/s]
       9/80      0.94G      1.149      1.847     0.8945      1.354         13        640:  56%|█████▋    | 292/519 [02:16<01:24,  2.68it/s]
       9/80      0.94G      1.149      1.847     0.8945      1.354         13        640:  56%|█████▋    | 293/519 [02:16<02:27,  1.53it/s]
       9/80      0.94G      1.149      1.845     0.8943      1.356          6        640:  56%|█████▋    | 293/519 [02:17<02:27,  1.53it/s]
       9/80      0.94G      1.149      1.845     0.8943      1.356          6        640:  57%|█████▋    | 294/519 [02:17<02:19,  1.61it/s]
       9/80      0.94G       1.15      1.846     0.8944      1.356          6        640:  57%|█████▋    | 294/519 [02:17<02:19,  1.61it/s]
       9/80      0.94G       1.15      1.846     0.8944      1.356          6        640:  57%|█████▋    | 295/519 [02:17<01:48,  2.06it/s]
       9/80      0.94G      1.152      1.848     0.8952      1.357         11        640:  57%|█████▋    | 295/519 [02:17<01:48,  2.06it/s]
       9/80      0.94G      1.152      1.848     0.8952      1.357         11        640:  57%|█████▋    | 296/519 [02:17<01:34,  2.36it/s]
       9/80      0.94G      1.151      1.847     0.8946      1.357         11        640:  57%|█████▋    | 296/519 [02:18<01:34,  2.36it/s]
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       9/80      0.94G       1.15      1.847     0.8956      1.357         12        640:  58%|█████▊    | 300/519 [02:19<01:28,  2.48it/s]
       9/80      0.94G       1.15      1.849     0.8958      1.357         11        640:  58%|█████▊    | 300/519 [02:20<01:28,  2.48it/s]
       9/80      0.94G       1.15      1.849     0.8958      1.357         11        640:  58%|█████▊    | 301/519 [02:20<01:17,  2.82it/s]
       9/80      0.94G      1.151      1.849     0.8963      1.356          7        640:  58%|█████▊    | 301/519 [02:21<01:17,  2.82it/s]
       9/80      0.94G      1.151      1.849     0.8963      1.356          7        640:  58%|█████▊    | 302/519 [02:21<02:28,  1.46it/s]
       9/80      0.94G       1.15      1.849     0.8958      1.357          5        640:  58%|█████▊    | 302/519 [02:21<02:28,  1.46it/s]
       9/80      0.94G       1.15      1.849     0.8958      1.357          5        640:  58%|█████▊    | 303/519 [02:21<02:01,  1.78it/s]
       9/80      0.94G      1.151      1.849     0.8966      1.356         13        640:  58%|█████▊    | 303/519 [02:22<02:01,  1.78it/s]
       9/80      0.94G      1.151      1.849     0.8966      1.356         13        640:  59%|█████▊    | 304/519 [02:22<01:41,  2.12it/s]
       9/80      0.94G       1.15      1.848     0.8962      1.356         11        640:  59%|█████▊    | 304/519 [02:22<01:41,  2.12it/s]
       9/80      0.94G       1.15      1.848     0.8962      1.356         11        640:  59%|█████▉    | 305/519 [02:22<01:25,  2.51it/s]
       9/80      0.94G      1.149      1.847     0.8955      1.356          7        640:  59%|█████▉    | 305/519 [02:23<01:25,  2.51it/s]
       9/80      0.94G      1.149      1.847     0.8955      1.356          7        640:  59%|█████▉    | 306/519 [02:23<02:45,  1.29it/s]
       9/80      0.94G      1.149      1.847     0.8954      1.355         14        640:  59%|█████▉    | 306/519 [02:24<02:45,  1.29it/s]
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       9/80      0.94G      1.148      1.846     0.8945      1.355          6        640:  59%|█████▉    | 307/519 [02:24<02:08,  1.65it/s]
       9/80      0.94G      1.148      1.846     0.8945      1.355          6        640:  59%|█████▉    | 308/519 [02:24<01:43,  2.05it/s]
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       9/80      0.94G      1.149      1.848     0.8949      1.356         11        640:  60%|█████▉    | 309/519 [02:24<01:30,  2.33it/s]
       9/80      0.94G      1.149      1.848     0.8943      1.355         10        640:  60%|█████▉    | 309/519 [02:26<01:30,  2.33it/s]
       9/80      0.94G      1.149      1.848     0.8943      1.355         10        640:  60%|█████▉    | 310/519 [02:26<02:40,  1.30it/s]
       9/80      0.94G      1.149      1.848     0.8951      1.355         11        640:  60%|█████▉    | 310/519 [02:26<02:40,  1.30it/s]
       9/80      0.94G      1.149      1.848     0.8951      1.355         11        640:  60%|█████▉    | 311/519 [02:26<02:01,  1.71it/s]
       9/80      0.94G      1.148      1.846     0.8943      1.354          7        640:  60%|█████▉    | 311/519 [02:26<02:01,  1.71it/s]
       9/80      0.94G      1.148      1.846     0.8943      1.354          7        640:  60%|██████    | 312/519 [02:26<01:36,  2.14it/s]
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       9/80      0.94G      1.149      1.849      0.895      1.357          6        640:  60%|██████    | 313/519 [02:28<01:19,  2.58it/s]
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       9/80      0.94G      1.148      1.847     0.8944      1.356          5        640:  61%|██████    | 314/519 [02:28<02:11,  1.55it/s]
       9/80      0.94G      1.148      1.847     0.8944      1.356          5        640:  61%|██████    | 315/519 [02:28<01:43,  1.97it/s]
       9/80      0.94G      1.147      1.846     0.8948      1.356          8        640:  61%|██████    | 315/519 [02:28<01:43,  1.97it/s]
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       9/80      0.94G      1.148       1.85      0.896      1.357          8        640:  61%|██████    | 317/519 [02:29<01:13,  2.74it/s]
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       9/80      0.94G      1.151      1.853      0.899       1.36          9        640:  63%|██████▎   | 328/519 [02:34<01:27,  2.18it/s]
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       9/80      0.94G       1.15      1.852     0.8984      1.359          9        640:  63%|██████▎   | 329/519 [02:35<01:17,  2.44it/s]
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       9/80      0.94G       1.15       1.85     0.8979      1.359          8        640:  64%|██████▍   | 333/519 [02:37<01:04,  2.87it/s]
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       9/80      0.94G       1.15      1.849     0.8976      1.359         14        640:  64%|██████▍   | 334/519 [02:37<01:34,  1.95it/s]
       9/80      0.94G       1.15      1.849     0.8976      1.359         14        640:  65%|██████▍   | 335/519 [02:37<01:20,  2.30it/s]
       9/80      0.94G       1.15      1.848      0.898      1.359          8        640:  65%|██████▍   | 335/519 [02:37<01:20,  2.30it/s]
       9/80      0.94G       1.15      1.848      0.898      1.359          8        640:  65%|██████▍   | 336/519 [02:37<01:07,  2.71it/s]
       9/80      0.94G      1.151      1.849     0.8988       1.36         11        640:  65%|██████▍   | 336/519 [02:37<01:07,  2.71it/s]
       9/80      0.94G      1.151      1.849     0.8988       1.36         11        640:  65%|██████▍   | 337/519 [02:37<01:01,  2.96it/s]
       9/80      0.94G       1.15      1.847     0.8978      1.359          9        640:  65%|██████▍   | 337/519 [02:39<01:01,  2.96it/s]
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       9/80      0.94G       1.15      1.845     0.8975      1.359         14        640:  65%|██████▌   | 339/519 [02:39<01:27,  2.05it/s]
       9/80      0.94G       1.15      1.846     0.8982      1.358          8        640:  65%|██████▌   | 339/519 [02:39<01:27,  2.05it/s]
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       9/80      0.94G      1.147      1.845     0.8981      1.357          9        640:  68%|██████▊   | 354/519 [02:46<01:39,  1.66it/s]
       9/80      0.94G      1.147      1.845     0.8981      1.357          9        640:  68%|██████▊   | 355/519 [02:46<01:18,  2.09it/s]
       9/80      0.94G      1.147      1.845     0.8986      1.357         10        640:  68%|██████▊   | 355/519 [02:46<01:18,  2.09it/s]
       9/80      0.94G      1.147      1.845     0.8986      1.357         10        640:  69%|██████▊   | 356/519 [02:46<01:08,  2.40it/s]
       9/80      0.94G      1.147      1.847      0.899      1.357          9        640:  69%|██████▊   | 356/519 [02:47<01:08,  2.40it/s]
       9/80      0.94G      1.147      1.847      0.899      1.357          9        640:  69%|██████▉   | 357/519 [02:47<01:01,  2.63it/s]
       9/80      0.94G      1.147      1.847     0.9003      1.358          8        640:  69%|██████▉   | 357/519 [02:48<01:01,  2.63it/s]
       9/80      0.94G      1.147      1.847     0.9003      1.358          8        640:  69%|██████▉   | 358/519 [02:48<01:45,  1.53it/s]
       9/80      0.94G      1.148      1.847     0.9012      1.358         10        640:  69%|██████▉   | 358/519 [02:48<01:45,  1.53it/s]
       9/80      0.94G      1.148      1.847     0.9012      1.358         10        640:  69%|██████▉   | 359/519 [02:48<01:22,  1.94it/s]
       9/80      0.94G      1.148      1.848     0.9012      1.359         12        640:  69%|██████▉   | 359/519 [02:48<01:22,  1.94it/s]
       9/80      0.94G      1.148      1.848     0.9012      1.359         12        640:  69%|██████▉   | 360/519 [02:48<01:06,  2.40it/s]
       9/80      0.94G      1.147      1.847     0.9004      1.358         13        640:  69%|██████▉   | 360/519 [02:48<01:06,  2.40it/s]
       9/80      0.94G      1.147      1.847     0.9004      1.358         13        640:  70%|██████▉   | 361/519 [02:48<00:57,  2.76it/s]
       9/80      0.94G      1.147      1.846     0.8999      1.358         10        640:  70%|██████▉   | 361/519 [02:50<00:57,  2.76it/s]
       9/80      0.94G      1.147      1.846     0.8999      1.358         10        640:  70%|██████▉   | 362/519 [02:50<01:34,  1.66it/s]
       9/80      0.94G      1.147      1.845     0.8992      1.359          8        640:  70%|██████▉   | 362/519 [02:50<01:34,  1.66it/s]
       9/80      0.94G      1.147      1.845     0.8992      1.359          8        640:  70%|██████▉   | 363/519 [02:50<01:16,  2.03it/s]
       9/80      0.94G      1.149      1.851     0.9007       1.36          4        640:  70%|██████▉   | 363/519 [02:50<01:16,  2.03it/s]
       9/80      0.94G      1.149      1.851     0.9007       1.36          4        640:  70%|███████   | 364/519 [02:50<01:04,  2.39it/s]
       9/80      0.94G       1.15       1.85     0.9007       1.36         13        640:  70%|███████   | 364/519 [02:50<01:04,  2.39it/s]
       9/80      0.94G       1.15       1.85     0.9007       1.36         13        640:  70%|███████   | 365/519 [02:50<00:57,  2.67it/s]
       9/80      0.94G       1.15      1.849     0.9002       1.36         12        640:  70%|███████   | 365/519 [02:51<00:57,  2.67it/s]
       9/80      0.94G       1.15      1.849     0.9002       1.36         12        640:  71%|███████   | 366/519 [02:51<01:10,  2.17it/s]
       9/80      0.94G       1.15      1.848     0.9001       1.36          7        640:  71%|███████   | 366/519 [02:51<01:10,  2.17it/s]
       9/80      0.94G       1.15      1.848     0.9001       1.36          7        640:  71%|███████   | 367/519 [02:51<01:01,  2.48it/s]
       9/80      0.94G       1.15      1.848     0.8998       1.36         10        640:  71%|███████   | 367/519 [02:51<01:01,  2.48it/s]
       9/80      0.94G       1.15      1.848     0.8998       1.36         10        640:  71%|███████   | 368/519 [02:51<00:51,  2.91it/s]
       9/80      0.94G      1.151      1.848     0.9006      1.361         11        640:  71%|███████   | 368/519 [02:52<00:51,  2.91it/s]
       9/80      0.94G      1.151      1.848     0.9006      1.361         11        640:  71%|███████   | 369/519 [02:52<00:46,  3.26it/s]
       9/80      0.94G      1.151      1.849     0.9006      1.361         10        640:  71%|███████   | 369/519 [02:53<00:46,  3.26it/s]
       9/80      0.94G      1.151      1.849     0.9006      1.361         10        640:  71%|███████▏  | 370/519 [02:53<01:19,  1.87it/s]
       9/80      0.94G      1.152       1.85     0.9016      1.362         11        640:  71%|███████▏  | 370/519 [02:53<01:19,  1.87it/s]
       9/80      0.94G      1.152       1.85     0.9016      1.362         11        640:  71%|███████▏  | 371/519 [02:53<01:06,  2.23it/s]
       9/80      0.94G      1.151      1.854     0.9017      1.362          9        640:  71%|███████▏  | 371/519 [02:53<01:06,  2.23it/s]
       9/80      0.94G      1.151      1.854     0.9017      1.362          9        640:  72%|███████▏  | 372/519 [02:53<00:55,  2.66it/s]
       9/80      0.94G      1.152      1.855     0.9022      1.362         14        640:  72%|███████▏  | 372/519 [02:54<00:55,  2.66it/s]
       9/80      0.94G      1.152      1.855     0.9022      1.362         14        640:  72%|███████▏  | 373/519 [02:54<00:52,  2.77it/s]
       9/80      0.94G      1.153      1.856     0.9028      1.363         10        640:  72%|███████▏  | 373/519 [02:55<00:52,  2.77it/s]
       9/80      0.94G      1.153      1.856     0.9028      1.363         10        640:  72%|███████▏  | 374/519 [02:55<01:37,  1.49it/s]
       9/80      0.94G      1.152      1.856     0.9029      1.362         11        640:  72%|███████▏  | 374/519 [02:55<01:37,  1.49it/s]
       9/80      0.94G      1.152      1.856     0.9029      1.362         11        640:  72%|███████▏  | 375/519 [02:55<01:13,  1.96it/s]
       9/80      0.94G      1.153      1.857     0.9031      1.363         10        640:  72%|███████▏  | 375/519 [02:55<01:13,  1.96it/s]
       9/80      0.94G      1.153      1.857     0.9031      1.363         10        640:  72%|███████▏  | 376/519 [02:55<00:57,  2.47it/s]
       9/80      0.94G      1.154      1.857     0.9029      1.364         12        640:  72%|███████▏  | 376/519 [02:56<00:57,  2.47it/s]
       9/80      0.94G      1.154      1.857     0.9029      1.364         12        640:  73%|███████▎  | 377/519 [02:56<00:53,  2.68it/s]
       9/80      0.94G      1.154      1.859     0.9029      1.365         10        640:  73%|███████▎  | 377/519 [02:56<00:53,  2.68it/s]
       9/80      0.94G      1.154      1.859     0.9029      1.365         10        640:  73%|███████▎  | 378/519 [02:56<01:13,  1.92it/s]
       9/80      0.94G      1.154      1.858     0.9028      1.365         13        640:  73%|███████▎  | 378/519 [02:57<01:13,  1.92it/s]
       9/80      0.94G      1.154      1.858     0.9028      1.365         13        640:  73%|███████▎  | 379/519 [02:57<00:58,  2.38it/s]
       9/80      0.94G      1.154      1.857     0.9021      1.364         10        640:  73%|███████▎  | 379/519 [02:57<00:58,  2.38it/s]
       9/80      0.94G      1.154      1.857     0.9021      1.364         10        640:  73%|███████▎  | 380/519 [02:57<00:48,  2.85it/s]
       9/80      0.94G      1.154      1.857     0.9019      1.365         10        640:  73%|███████▎  | 380/519 [02:57<00:48,  2.85it/s]
       9/80      0.94G      1.154      1.857     0.9019      1.365         10        640:  73%|███████▎  | 381/519 [02:57<00:44,  3.10it/s]
       9/80      0.94G      1.154      1.857     0.9025      1.364         11        640:  73%|███████▎  | 381/519 [02:58<00:44,  3.10it/s]
       9/80      0.94G      1.154      1.857     0.9025      1.364         11        640:  74%|███████▎  | 382/519 [02:58<00:57,  2.40it/s]
       9/80      0.94G      1.153      1.856     0.9025      1.364         11        640:  74%|███████▎  | 382/519 [02:58<00:57,  2.40it/s]
       9/80      0.94G      1.153      1.856     0.9025      1.364         11        640:  74%|███████▍  | 383/519 [02:58<00:49,  2.77it/s]
       9/80      0.94G      1.153      1.855     0.9022      1.363         12        640:  74%|███████▍  | 383/519 [02:58<00:49,  2.77it/s]
       9/80      0.94G      1.153      1.855     0.9022      1.363         12        640:  74%|███████▍  | 384/519 [02:58<00:43,  3.09it/s]
       9/80      0.94G      1.152      1.854     0.9012      1.363         10        640:  74%|███████▍  | 384/519 [02:58<00:43,  3.09it/s]
       9/80      0.94G      1.152      1.854     0.9012      1.363         10        640:  74%|███████▍  | 385/519 [02:58<00:39,  3.36it/s]
       9/80      0.94G      1.152      1.853     0.9011      1.364          7        640:  74%|███████▍  | 385/519 [03:00<00:39,  3.36it/s]
       9/80      0.94G      1.152      1.853     0.9011      1.364          7        640:  74%|███████▍  | 386/519 [03:00<01:33,  1.43it/s]
       9/80      0.94G      1.152      1.853     0.9007      1.364          8        640:  74%|███████▍  | 386/519 [03:00<01:33,  1.43it/s]
       9/80      0.94G      1.152      1.853     0.9007      1.364          8        640:  75%|███████▍  | 387/519 [03:00<01:14,  1.77it/s]
       9/80      0.94G      1.153      1.853      0.901      1.364         12        640:  75%|███████▍  | 387/519 [03:00<01:14,  1.77it/s]
       9/80      0.94G      1.153      1.853      0.901      1.364         12        640:  75%|███████▍  | 388/519 [03:00<00:58,  2.22it/s]
       9/80      0.94G      1.153      1.852     0.9011      1.364         10        640:  75%|███████▍  | 388/519 [03:01<00:58,  2.22it/s]
       9/80      0.94G      1.153      1.852     0.9011      1.364         10        640:  75%|███████▍  | 389/519 [03:01<00:52,  2.48it/s]
       9/80      0.94G      1.152      1.851     0.9003      1.364          8        640:  75%|███████▍  | 389/519 [03:02<00:52,  2.48it/s]
       9/80      0.94G      1.152      1.851     0.9003      1.364          8        640:  75%|███████▌  | 390/519 [03:02<01:09,  1.87it/s]
       9/80      0.94G      1.152      1.851     0.9003      1.363         12        640:  75%|███████▌  | 390/519 [03:02<01:09,  1.87it/s]
       9/80      0.94G      1.152      1.851     0.9003      1.363         12        640:  75%|███████▌  | 391/519 [03:02<00:55,  2.31it/s]
       9/80      0.94G      1.153      1.853     0.9001      1.364         11        640:  75%|███████▌  | 391/519 [03:02<00:55,  2.31it/s]
       9/80      0.94G      1.153      1.853     0.9001      1.364         11        640:  76%|███████▌  | 392/519 [03:02<00:46,  2.75it/s]
       9/80      0.94G      1.154      1.853     0.9004      1.364         11        640:  76%|███████▌  | 392/519 [03:02<00:46,  2.75it/s]
       9/80      0.94G      1.154      1.853     0.9004      1.364         11        640:  76%|███████▌  | 393/519 [03:02<00:41,  3.01it/s]
       9/80      0.94G      1.154      1.853     0.9008      1.364         10        640:  76%|███████▌  | 393/519 [03:04<00:41,  3.01it/s]
       9/80      0.94G      1.154      1.853     0.9008      1.364         10        640:  76%|███████▌  | 394/519 [03:04<01:25,  1.45it/s]
       9/80      0.94G      1.154      1.852     0.9003      1.364         12        640:  76%|███████▌  | 394/519 [03:04<01:25,  1.45it/s]
       9/80      0.94G      1.154      1.852     0.9003      1.364         12        640:  76%|███████▌  | 395/519 [03:04<01:07,  1.84it/s]
       9/80      0.94G      1.154      1.852     0.8998      1.363         12        640:  76%|███████▌  | 395/519 [03:04<01:07,  1.84it/s]
       9/80      0.94G      1.154      1.852     0.8998      1.363         12        640:  76%|███████▋  | 396/519 [03:04<00:55,  2.20it/s]
       9/80      0.94G      1.154      1.852     0.8999      1.363         13        640:  76%|███████▋  | 396/519 [03:04<00:55,  2.20it/s]
       9/80      0.94G      1.154      1.852     0.8999      1.363         13        640:  76%|███████▋  | 397/519 [03:04<00:47,  2.55it/s]
       9/80      0.94G      1.154      1.852     0.9001      1.363          7        640:  76%|███████▋  | 397/519 [03:06<00:47,  2.55it/s]
       9/80      0.94G      1.154      1.852     0.9001      1.363          7        640:  77%|███████▋  | 398/519 [03:06<01:15,  1.59it/s]
       9/80      0.94G      1.154      1.852     0.9004      1.363         11        640:  77%|███████▋  | 398/519 [03:06<01:15,  1.59it/s]
       9/80      0.94G      1.154      1.852     0.9004      1.363         11        640:  77%|███████▋  | 399/519 [03:06<01:00,  1.98it/s]
       9/80      0.94G      1.153      1.851     0.8996      1.363         11        640:  77%|███████▋  | 399/519 [03:06<01:00,  1.98it/s]
       9/80      0.94G      1.153      1.851     0.8996      1.363         11        640:  77%|███████▋  | 400/519 [03:06<00:49,  2.41it/s]
       9/80      0.94G      1.153       1.85     0.8991      1.363          5        640:  77%|███████▋  | 400/519 [03:06<00:49,  2.41it/s]
       9/80      0.94G      1.153       1.85     0.8991      1.363          5        640:  77%|███████▋  | 401/519 [03:06<00:43,  2.73it/s]
       9/80      0.94G      1.153       1.85     0.8994      1.363          7        640:  77%|███████▋  | 401/519 [03:07<00:43,  2.73it/s]
       9/80      0.94G      1.153       1.85     0.8994      1.363          7        640:  77%|███████▋  | 402/519 [03:07<01:01,  1.90it/s]
       9/80      0.94G      1.152      1.848     0.8988      1.363          8        640:  77%|███████▋  | 402/519 [03:07<01:01,  1.90it/s]
       9/80      0.94G      1.152      1.848     0.8988      1.363          8        640:  78%|███████▊  | 403/519 [03:07<00:51,  2.24it/s]
       9/80      0.94G      1.152      1.847     0.8981      1.362         13        640:  78%|███████▊  | 403/519 [03:08<00:51,  2.24it/s]
       9/80      0.94G      1.152      1.847     0.8981      1.362         13        640:  78%|███████▊  | 404/519 [03:08<00:44,  2.61it/s]
       9/80      0.94G      1.152      1.849      0.898      1.362         11        640:  78%|███████▊  | 404/519 [03:08<00:44,  2.61it/s]
       9/80      0.94G      1.152      1.849      0.898      1.362         11        640:  78%|███████▊  | 405/519 [03:08<00:41,  2.72it/s]
       9/80      0.94G      1.152      1.849      0.898      1.363         11        640:  78%|███████▊  | 405/519 [03:09<00:41,  2.72it/s]
       9/80      0.94G      1.152      1.849      0.898      1.363         11        640:  78%|███████▊  | 406/519 [03:09<01:10,  1.61it/s]
       9/80      0.94G      1.152      1.851     0.8988      1.363         10        640:  78%|███████▊  | 406/519 [03:09<01:10,  1.61it/s]
       9/80      0.94G      1.152      1.851     0.8988      1.363         10        640:  78%|███████▊  | 407/519 [03:09<00:57,  1.95it/s]
       9/80      0.94G      1.152       1.85     0.8984      1.363         10        640:  78%|███████▊  | 407/519 [03:10<00:57,  1.95it/s]
       9/80      0.94G      1.152       1.85     0.8984      1.363         10        640:  79%|███████▊  | 408/519 [03:10<00:46,  2.38it/s]
       9/80      0.94G      1.152      1.849     0.8979      1.362         12        640:  79%|███████▊  | 408/519 [03:10<00:46,  2.38it/s]
       9/80      0.94G      1.152      1.849     0.8979      1.362         12        640:  79%|███████▉  | 409/519 [03:10<00:39,  2.82it/s]
       9/80      0.94G      1.152       1.85     0.8993      1.363          5        640:  79%|███████▉  | 409/519 [03:11<00:39,  2.82it/s]
       9/80      0.94G      1.152       1.85     0.8993      1.363          5        640:  79%|███████▉  | 410/519 [03:11<01:05,  1.66it/s]
       9/80      0.94G      1.152      1.851     0.8994      1.363         11        640:  79%|███████▉  | 410/519 [03:11<01:05,  1.66it/s]
       9/80      0.94G      1.152      1.851     0.8994      1.363         11        640:  79%|███████▉  | 411/519 [03:11<00:53,  2.01it/s]
       9/80      0.94G      1.153      1.852     0.8998      1.363         13        640:  79%|███████▉  | 411/519 [03:12<00:53,  2.01it/s]
       9/80      0.94G      1.153      1.852     0.8998      1.363         13        640:  79%|███████▉  | 412/519 [03:12<00:43,  2.45it/s]
       9/80      0.94G      1.153      1.852     0.9002      1.363         10        640:  79%|███████▉  | 412/519 [03:12<00:43,  2.45it/s]
       9/80      0.94G      1.153      1.852     0.9002      1.363         10        640:  80%|███████▉  | 413/519 [03:12<00:38,  2.79it/s]
       9/80      0.94G      1.153      1.853        0.9      1.364         10        640:  80%|███████▉  | 413/519 [03:13<00:38,  2.79it/s]
       9/80      0.94G      1.153      1.853        0.9      1.364         10        640:  80%|███████▉  | 414/519 [03:13<00:57,  1.82it/s]
       9/80      0.94G      1.153      1.853     0.8994      1.363         11        640:  80%|███████▉  | 414/519 [03:13<00:57,  1.82it/s]
       9/80      0.94G      1.153      1.853     0.8994      1.363         11        640:  80%|███████▉  | 415/519 [03:13<00:47,  2.20it/s]
       9/80      0.94G      1.152      1.852     0.8989      1.363         14        640:  80%|███████▉  | 415/519 [03:13<00:47,  2.20it/s]
       9/80      0.94G      1.152      1.852     0.8989      1.363         14        640:  80%|████████  | 416/519 [03:13<00:41,  2.50it/s]
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       9/80      0.94G      1.154      1.857     0.8998      1.367         13        640:  92%|█████████▏| 479/519 [03:42<00:13,  2.95it/s]
       9/80      0.94G      1.154      1.857     0.8998      1.367         13        640:  92%|█████████▏| 480/519 [03:42<00:19,  2.00it/s]
       9/80      0.94G      1.155      1.859     0.8999      1.366         12        640:  92%|█████████▏| 480/519 [03:43<00:19,  2.00it/s]
       9/80      0.94G      1.155      1.859     0.8999      1.366         12        640:  93%|█████████▎| 481/519 [03:43<00:15,  2.39it/s]
       9/80      0.94G      1.155      1.859     0.8996      1.366         11        640:  93%|█████████▎| 481/519 [03:43<00:15,  2.39it/s]
       9/80      0.94G      1.155      1.859     0.8996      1.366         11        640:  93%|█████████▎| 482/519 [03:43<00:13,  2.83it/s]
       9/80      0.94G      1.155      1.859     0.8997      1.366         10        640:  93%|█████████▎| 482/519 [03:43<00:13,  2.83it/s]
       9/80      0.94G      1.155      1.859     0.8997      1.366         10        640:  93%|█████████▎| 483/519 [03:43<00:12,  2.99it/s]
       9/80      0.94G      1.154      1.858     0.8993      1.366         12        640:  93%|█████████▎| 483/519 [03:44<00:12,  2.99it/s]
       9/80      0.94G      1.154      1.858     0.8993      1.366         12        640:  93%|█████████▎| 484/519 [03:44<00:19,  1.78it/s]
       9/80      0.94G      1.155      1.858     0.8995      1.366         13        640:  93%|█████████▎| 484/519 [03:44<00:19,  1.78it/s]
       9/80      0.94G      1.155      1.858     0.8995      1.366         13        640:  93%|█████████▎| 485/519 [03:44<00:16,  2.04it/s]
       9/80      0.94G      1.154      1.857      0.899      1.366         10        640:  93%|█████████▎| 485/519 [03:45<00:16,  2.04it/s]
       9/80      0.94G      1.154      1.857      0.899      1.366         10        640:  94%|█████████▎| 486/519 [03:45<00:13,  2.42it/s]
       9/80      0.94G      1.154      1.858     0.8989      1.366         10        640:  94%|█████████▎| 486/519 [03:45<00:13,  2.42it/s]
       9/80      0.94G      1.155      1.858     0.8996      1.366          6        640:  94%|█████████▎| 486/519 [03:46<00:13,  2.42it/s]
       9/80      0.94G      1.155      1.858     0.8996      1.366          6        640:  94%|█████████▍| 488/519 [03:46<00:15,  2.04it/s]
       9/80      0.94G      1.155      1.858     0.8996      1.367         12        640:  94%|█████████▍| 488/519 [03:46<00:15,  2.04it/s]
       9/80      0.94G      1.155      1.858     0.8996      1.367         12        640:  94%|█████████▍| 489/519 [03:46<00:12,  2.36it/s]
       9/80      0.94G      1.155      1.858      0.899      1.366         12        640:  94%|█████████▍| 489/519 [03:46<00:12,  2.36it/s]
       9/80      0.94G      1.155      1.858      0.899      1.366         12        640:  94%|█████████▍| 490/519 [03:46<00:10,  2.69it/s]
       9/80      0.94G      1.155      1.859     0.8994      1.366          9        640:  94%|█████████▍| 490/519 [03:46<00:10,  2.69it/s]
       9/80      0.94G      1.155      1.859     0.8994      1.366          9        640:  95%|█████████▍| 491/519 [03:46<00:09,  3.03it/s]
       9/80      0.94G      1.155      1.858     0.8991      1.366          9        640:  95%|█████████▍| 491/519 [03:47<00:09,  3.03it/s]
       9/80      0.94G      1.155      1.858     0.8991      1.366          9        640:  95%|█████████▍| 492/519 [03:47<00:12,  2.16it/s]
       9/80      0.94G      1.154      1.858     0.8987      1.366         10        640:  95%|█████████▍| 492/519 [03:48<00:12,  2.16it/s]
       9/80      0.94G      1.154      1.858     0.8987      1.366         10        640:  95%|█████████▍| 493/519 [03:48<00:10,  2.51it/s]
       9/80      0.94G      1.154      1.856     0.8981      1.365         12        640:  95%|█████████▍| 493/519 [03:48<00:10,  2.51it/s]
       9/80      0.94G      1.154      1.856     0.8981      1.365         12        640:  95%|█████████▌| 494/519 [03:48<00:08,  2.87it/s]
       9/80      0.94G      1.154      1.856     0.8979      1.365          9        640:  95%|█████████▌| 494/519 [03:48<00:08,  2.87it/s]
       9/80      0.94G      1.154      1.856     0.8979      1.365          9        640:  95%|█████████▌| 495/519 [03:48<00:07,  3.17it/s]
       9/80      0.94G      1.154      1.856      0.898      1.365          7        640:  95%|█████████▌| 495/519 [03:49<00:07,  3.17it/s]
       9/80      0.94G      1.154      1.856      0.898      1.365          7        640:  96%|█████████▌| 496/519 [03:49<00:11,  1.93it/s]
       9/80      0.94G      1.155      1.856     0.8984      1.366          7        640:  96%|█████████▌| 496/519 [03:49<00:11,  1.93it/s]
       9/80      0.94G      1.155      1.856     0.8984      1.366          7        640:  96%|█████████▌| 497/519 [03:49<00:09,  2.38it/s]
       9/80      0.94G      1.155      1.856     0.8986      1.366         12        640:  96%|█████████▌| 497/519 [03:49<00:09,  2.38it/s]
       9/80      0.94G      1.155      1.856     0.8986      1.366         12        640:  96%|█████████▌| 498/519 [03:49<00:08,  2.56it/s]
       9/80      0.94G      1.155      1.855     0.8984      1.365          9        640:  96%|█████████▌| 498/519 [03:50<00:08,  2.56it/s]
       9/80      0.94G      1.155      1.855     0.8984      1.365          9        640:  96%|█████████▌| 499/519 [03:50<00:06,  2.96it/s]
       9/80      0.94G      1.155      1.854      0.898      1.365         11        640:  96%|█████████▌| 499/519 [03:51<00:06,  2.96it/s]
       9/80      0.94G      1.155      1.854      0.898      1.365         11        640:  96%|█████████▋| 500/519 [03:51<00:09,  2.07it/s]
       9/80      0.94G      1.155      1.855     0.8983      1.365         10        640:  96%|█████████▋| 500/519 [03:51<00:09,  2.07it/s]
       9/80      0.94G      1.155      1.855     0.8983      1.365         10        640:  97%|█████████▋| 501/519 [03:51<00:07,  2.37it/s]
       9/80      0.94G      1.155      1.854     0.8981      1.365         10        640:  97%|█████████▋| 501/519 [03:51<00:07,  2.37it/s]
       9/80      0.94G      1.155      1.854     0.8981      1.365         10        640:  97%|█████████▋| 502/519 [03:51<00:06,  2.74it/s]
       9/80      0.94G      1.154      1.853     0.8978      1.365          6        640:  97%|█████████▋| 502/519 [03:51<00:06,  2.74it/s]
       9/80      0.94G      1.154      1.853     0.8978      1.365          6        640:  97%|█████████▋| 503/519 [03:51<00:05,  3.02it/s]
       9/80      0.94G      1.154      1.852     0.8973      1.365         13        640:  97%|█████████▋| 503/519 [03:52<00:05,  3.02it/s]
       9/80      0.94G      1.154      1.852     0.8973      1.365         13        640:  97%|█████████▋| 504/519 [03:52<00:05,  2.62it/s]
       9/80      0.94G      1.154      1.853     0.8983      1.365          8        640:  97%|█████████▋| 504/519 [03:52<00:05,  2.62it/s]
       9/80      0.94G      1.154      1.853     0.8983      1.365          8        640:  97%|█████████▋| 505/519 [03:52<00:04,  3.00it/s]
       9/80      0.94G      1.155      1.854      0.898      1.365         12        640:  97%|█████████▋| 505/519 [03:52<00:04,  3.00it/s]
       9/80      0.94G      1.155      1.854      0.898      1.365         12        640:  97%|█████████▋| 506/519 [03:52<00:04,  2.79it/s]
       9/80      0.94G      1.155      1.854     0.8985      1.366          8        640:  97%|█████████▋| 506/519 [03:53<00:04,  2.79it/s]
       9/80      0.94G      1.155      1.854     0.8985      1.366          8        640:  98%|█████████▊| 507/519 [03:53<00:03,  3.15it/s]
       9/80      0.94G      1.155      1.854     0.8987      1.366         14        640:  98%|█████████▊| 507/519 [03:54<00:03,  3.15it/s]
       9/80      0.94G      1.155      1.854     0.8987      1.366         14        640:  98%|█████████▊| 508/519 [03:54<00:07,  1.38it/s]
       9/80      0.94G      1.155      1.853     0.8982      1.365          8        640:  98%|█████████▊| 508/519 [03:55<00:07,  1.38it/s]
       9/80      0.94G      1.155      1.853     0.8982      1.365          8        640:  98%|█████████▊| 509/519 [03:55<00:05,  1.75it/s]
       9/80      0.94G      1.155      1.854     0.8992      1.365          7        640:  98%|█████████▊| 509/519 [03:55<00:05,  1.75it/s]
       9/80      0.94G      1.155      1.854     0.8992      1.365          7        640:  98%|█████████▊| 510/519 [03:55<00:04,  2.07it/s]
       9/80      0.94G      1.154      1.854     0.8986      1.365          6        640:  98%|█████████▊| 510/519 [03:55<00:04,  2.07it/s]
       9/80      0.94G      1.154      1.854     0.8986      1.365          6        640:  98%|█████████▊| 511/519 [03:55<00:03,  2.45it/s]
       9/80      0.94G      1.154      1.854     0.8981      1.365         11        640:  98%|█████████▊| 511/519 [03:56<00:03,  2.45it/s]
       9/80      0.94G      1.154      1.854     0.8981      1.365         11        640:  99%|█████████▊| 512/519 [03:56<00:03,  1.80it/s]
       9/80      0.94G      1.153      1.853     0.8976      1.365         13        640:  99%|█████████▊| 512/519 [03:56<00:03,  1.80it/s]
       9/80      0.94G      1.153      1.853     0.8976      1.365         13        640:  99%|█████████▉| 513/519 [03:56<00:02,  2.19it/s]
       9/80      0.94G      1.153      1.855     0.8975      1.365          9        640:  99%|█████████▉| 513/519 [03:57<00:02,  2.19it/s]
       9/80      0.94G      1.153      1.855     0.8975      1.365          9        640:  99%|█████████▉| 514/519 [03:57<00:02,  1.83it/s]
       9/80      0.94G      1.153      1.854      0.897      1.365          9        640:  99%|█████████▉| 514/519 [03:57<00:02,  1.83it/s]
       9/80      0.94G      1.153      1.854      0.897      1.365          9        640:  99%|█████████▉| 515/519 [03:57<00:01,  2.25it/s]
       9/80      0.94G      1.153      1.853     0.8972      1.364         10        640:  99%|█████████▉| 515/519 [03:58<00:01,  2.25it/s]
       9/80      0.94G      1.153      1.853     0.8972      1.364         10        640:  99%|█████████▉| 516/519 [03:58<00:01,  1.85it/s]
       9/80      0.94G      1.152      1.852     0.8968      1.364          6        640:  99%|█████████▉| 516/519 [03:58<00:01,  1.85it/s]
       9/80      0.94G      1.152      1.852     0.8968      1.364          6        640: 100%|█████████▉| 517/519 [03:58<00:00,  2.37it/s]
       9/80      0.94G      1.153      1.853     0.8972      1.364         12        640: 100%|█████████▉| 517/519 [03:58<00:00,  2.37it/s]
       9/80      0.94G      1.153      1.853     0.8972      1.364         12        640: 100%|█████████▉| 518/519 [03:58<00:00,  3.00it/s]
       9/80      0.94G      1.154      1.855     0.8973      1.365          6        640: 100%|█████████▉| 518/519 [03:58<00:00,  3.00it/s]
       9/80      0.94G      1.154      1.855     0.8973      1.365          6        640: 100%|██████████| 519/519 [03:58<00:00,  2.17it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:40,  6.25s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:55,  2.78s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:06<01:39,  1.61s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:10,  1.16s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:56,  1.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:46,  1.27it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:08<00:42,  1.36it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:38,  1.50it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:09<00:31,  1.75it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:27,  2.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:24,  2.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:10<00:23,  2.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:11<00:24,  2.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:12<00:24,  2.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:26,  1.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:25,  1.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:25,  1.82it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:26,  1.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:26,  1.60it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  2.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:17,  2.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  4.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.58it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:05,  5.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:18<00:04,  6.43it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.60it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:19<00:03,  6.53it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.08it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:20<00:03,  6.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.39it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.62it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  8.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:21<00:01,  8.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:00,  9.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  89%|████████▉ | 58/65 [00:22<00:00,  9.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  92%|█████████▏| 60/65 [00:22<00:00,  9.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:22<00:00,  9.81it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.83it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.08it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.80it/s]
+                   all        519        519      0.928      0.913      0.963      0.677      0.927      0.909       0.96      0.661
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
      10/80      0.94G      1.106      1.909     0.8081      1.348          9        640:   0%|          | 0/519 [00:03<?, ?it/s]
      10/80      0.94G      1.106      1.909     0.8081      1.348          9        640:   0%|          | 1/519 [00:03<29:44,  3.44s/it]
      10/80      0.94G       1.23      1.844      0.856      1.328         12        640:   0%|          | 1/519 [00:03<29:44,  3.44s/it]
      10/80      0.94G       1.23      1.844      0.856      1.328         12        640:   0%|          | 2/519 [00:03<13:24,  1.56s/it]
      10/80      0.94G      1.134      1.705      0.786      1.319          6        640:   0%|          | 2/519 [00:03<13:24,  1.56s/it]
      10/80      0.94G      1.134      1.705      0.786      1.319          6        640:   1%|          | 3/519 [00:03<08:10,  1.05it/s]
      10/80      0.94G      1.109      1.658     0.7839      1.306         10        640:   1%|          | 3/519 [00:04<08:10,  1.05it/s]
      10/80      0.94G      1.109      1.658     0.7839      1.306         10        640:   1%|          | 4/519 [00:04<05:44,  1.50it/s]
      10/80      0.94G      1.125      1.746     0.7727      1.347         11        640:   1%|          | 4/519 [00:05<05:44,  1.50it/s]
      10/80      0.94G      1.125      1.746     0.7727      1.347         11        640:   1%|          | 5/519 [00:05<07:35,  1.13it/s]
      10/80      0.94G      1.109      1.758     0.8074      1.338          9        640:   1%|          | 5/519 [00:05<07:35,  1.13it/s]
      10/80      0.94G      1.109      1.758     0.8074      1.338          9        640:   1%|          | 6/519 [00:05<05:37,  1.52it/s]
      10/80      0.94G      1.161      1.944     0.8715      1.365         12        640:   1%|          | 6/519 [00:05<05:37,  1.52it/s]
      10/80      0.94G      1.161      1.944     0.8715      1.365         12        640:   1%|▏         | 7/519 [00:05<04:27,  1.91it/s]
      10/80      0.94G      1.147      1.872      0.844      1.349          8        640:   1%|▏         | 7/519 [00:06<04:27,  1.91it/s]
      10/80      0.94G      1.147      1.872      0.844      1.349          8        640:   2%|▏         | 8/519 [00:06<03:34,  2.38it/s]
      10/80      0.94G      1.185      1.846     0.8609      1.373          9        640:   2%|▏         | 8/519 [00:07<03:34,  2.38it/s]
      10/80      0.94G      1.185      1.846     0.8609      1.373          9        640:   2%|▏         | 9/519 [00:07<06:22,  1.33it/s]
      10/80      0.94G      1.197      1.834     0.8578       1.37         10        640:   2%|▏         | 9/519 [00:07<06:22,  1.33it/s]
      10/80      0.94G      1.197      1.834     0.8578       1.37         10        640:   2%|▏         | 10/519 [00:07<04:55,  1.72it/s]
      10/80      0.94G      1.207       1.84     0.8553      1.363          9        640:   2%|▏         | 10/519 [00:07<04:55,  1.72it/s]
      10/80      0.94G      1.207       1.84     0.8553      1.363          9        640:   2%|▏         | 11/519 [00:07<03:52,  2.19it/s]
      10/80      0.94G       1.21      1.841     0.8596      1.357          8        640:   2%|▏         | 11/519 [00:08<03:52,  2.19it/s]
      10/80      0.94G       1.21      1.841     0.8596      1.357          8        640:   2%|▏         | 12/519 [00:08<03:12,  2.64it/s]
      10/80      0.94G      1.269      1.884       0.89      1.393          6        640:   2%|▏         | 12/519 [00:08<03:12,  2.64it/s]
      10/80      0.94G      1.269      1.884       0.89      1.393          6        640:   3%|▎         | 13/519 [00:08<04:22,  1.93it/s]
      10/80      0.94G      1.266      1.889     0.9161      1.415         10        640:   3%|▎         | 13/519 [00:09<04:22,  1.93it/s]
      10/80      0.94G      1.266      1.889     0.9161      1.415         10        640:   3%|▎         | 14/519 [00:09<03:52,  2.17it/s]
      10/80      0.94G      1.287      1.896     0.9292      1.425         10        640:   3%|▎         | 14/519 [00:09<03:52,  2.17it/s]
      10/80      0.94G      1.287      1.896     0.9292      1.425         10        640:   3%|▎         | 15/519 [00:09<03:22,  2.49it/s]
      10/80      0.94G      1.285      1.892      0.928      1.417         14        640:   3%|▎         | 15/519 [00:09<03:22,  2.49it/s]
      10/80      0.94G      1.285      1.892      0.928      1.417         14        640:   3%|▎         | 16/519 [00:09<03:02,  2.76it/s]
      10/80      0.94G      1.292      1.865     0.9301      1.413         10        640:   3%|▎         | 16/519 [00:10<03:02,  2.76it/s]
      10/80      0.94G      1.292      1.865     0.9301      1.413         10        640:   3%|▎         | 17/519 [00:10<04:24,  1.90it/s]
      10/80      0.94G       1.28      1.921     0.9367      1.414         11        640:   3%|▎         | 17/519 [00:10<04:24,  1.90it/s]
      10/80      0.94G       1.28      1.921     0.9367      1.414         11        640:   3%|▎         | 18/519 [00:10<03:40,  2.27it/s]
      10/80      0.94G      1.292      1.945     0.9492      1.418         11        640:   3%|▎         | 18/519 [00:11<03:40,  2.27it/s]
      10/80      0.94G      1.292      1.945     0.9492      1.418         11        640:   4%|▎         | 19/519 [00:11<03:09,  2.63it/s]
      10/80      0.94G      1.266      1.921      0.938      1.411          8        640:   4%|▎         | 19/519 [00:11<03:09,  2.63it/s]
      10/80      0.94G      1.266      1.921      0.938      1.411          8        640:   4%|▍         | 20/519 [00:11<02:44,  3.03it/s]
      10/80      0.94G      1.255      1.888     0.9251      1.406         10        640:   4%|▍         | 20/519 [00:12<02:44,  3.03it/s]
      10/80      0.94G      1.255      1.888     0.9251      1.406         10        640:   4%|▍         | 21/519 [00:12<04:51,  1.71it/s]
      10/80      0.94G      1.266       1.92     0.9403      1.409         11        640:   4%|▍         | 21/519 [00:12<04:51,  1.71it/s]
      10/80      0.94G      1.266       1.92     0.9403      1.409         11        640:   4%|▍         | 22/519 [00:12<04:07,  2.01it/s]
      10/80      0.94G      1.255      1.893     0.9323      1.398         10        640:   4%|▍         | 22/519 [00:13<04:07,  2.01it/s]
      10/80      0.94G      1.255      1.893     0.9323      1.398         10        640:   4%|▍         | 23/519 [00:13<03:20,  2.47it/s]
      10/80      0.94G      1.248      1.875     0.9234      1.389         12        640:   4%|▍         | 23/519 [00:13<03:20,  2.47it/s]
      10/80      0.94G      1.248      1.875     0.9234      1.389         12        640:   5%|▍         | 24/519 [00:13<02:53,  2.85it/s]
      10/80      0.94G      1.241      1.863      0.918      1.384         11        640:   5%|▍         | 24/519 [00:14<02:53,  2.85it/s]
      10/80      0.94G      1.241      1.863      0.918      1.384         11        640:   5%|▍         | 25/519 [00:14<04:42,  1.75it/s]
      10/80      0.94G      1.228      1.857       0.91      1.376         10        640:   5%|▍         | 25/519 [00:14<04:42,  1.75it/s]
      10/80      0.94G      1.228      1.857       0.91      1.376         10        640:   5%|▌         | 26/519 [00:14<04:21,  1.88it/s]
      10/80      0.94G       1.24      1.878     0.9286      1.387         10        640:   5%|▌         | 26/519 [00:15<04:21,  1.88it/s]
      10/80      0.94G       1.24      1.878     0.9286      1.387         10        640:   5%|▌         | 27/519 [00:15<03:38,  2.25it/s]
      10/80      0.94G      1.242      1.883     0.9281      1.385          8        640:   5%|▌         | 27/519 [00:15<03:38,  2.25it/s]
      10/80      0.94G      1.242      1.883     0.9281      1.385          8        640:   5%|▌         | 28/519 [00:15<03:05,  2.65it/s]
      10/80      0.94G      1.232      1.872     0.9235      1.379         12        640:   5%|▌         | 28/519 [00:15<03:05,  2.65it/s]
      10/80      0.94G      1.232      1.872     0.9235      1.379         12        640:   6%|▌         | 29/519 [00:15<03:16,  2.49it/s]
      10/80      0.94G      1.217      1.863     0.9185      1.376         10        640:   6%|▌         | 29/519 [00:17<03:16,  2.49it/s]
      10/80      0.94G      1.217      1.863     0.9185      1.376         10        640:   6%|▌         | 30/519 [00:17<05:47,  1.41it/s]
      10/80      0.94G      1.216      1.872     0.9206       1.37          9        640:   6%|▌         | 30/519 [00:17<05:47,  1.41it/s]
      10/80      0.94G      1.216      1.872     0.9206       1.37          9        640:   6%|▌         | 31/519 [00:17<04:35,  1.77it/s]
      10/80      0.94G      1.217      1.885     0.9175      1.371         12        640:   6%|▌         | 31/519 [00:17<04:35,  1.77it/s]
      10/80      0.94G      1.217      1.885     0.9175      1.371         12        640:   6%|▌         | 32/519 [00:17<03:44,  2.17it/s]
      10/80      0.94G      1.206      1.883     0.9066      1.364          8        640:   6%|▌         | 32/519 [00:17<03:44,  2.17it/s]
      10/80      0.94G      1.206      1.883     0.9066      1.364          8        640:   6%|▋         | 33/519 [00:17<03:12,  2.53it/s]
      10/80      0.94G        1.2      1.878      0.902      1.364         10        640:   6%|▋         | 33/519 [00:18<03:12,  2.53it/s]
      10/80      0.94G        1.2      1.878      0.902      1.364         10        640:   7%|▋         | 34/519 [00:18<04:47,  1.69it/s]
      10/80      0.94G      1.208      1.904     0.9087      1.374          8        640:   7%|▋         | 34/519 [00:19<04:47,  1.69it/s]
      10/80      0.94G      1.208      1.904     0.9087      1.374          8        640:   7%|▋         | 35/519 [00:19<03:48,  2.12it/s]
      10/80      0.94G      1.201      1.916     0.9116      1.376          7        640:   7%|▋         | 35/519 [00:19<03:48,  2.12it/s]
      10/80      0.94G      1.201      1.916     0.9116      1.376          7        640:   7%|▋         | 36/519 [00:19<03:10,  2.54it/s]
      10/80      0.94G      1.201      1.911     0.9084      1.371         12        640:   7%|▋         | 36/519 [00:19<03:10,  2.54it/s]
      10/80      0.94G      1.201      1.911     0.9084      1.371         12        640:   7%|▋         | 37/519 [00:19<02:45,  2.91it/s]
      10/80      0.94G      1.208      1.914     0.9134      1.372         10        640:   7%|▋         | 37/519 [00:20<02:45,  2.91it/s]
      10/80      0.94G      1.208      1.914     0.9134      1.372         10        640:   7%|▋         | 38/519 [00:20<05:13,  1.53it/s]
      10/80      0.94G      1.214      1.914     0.9247      1.381          7        640:   7%|▋         | 38/519 [00:21<05:13,  1.53it/s]
      10/80      0.94G      1.214      1.914     0.9247      1.381          7        640:   8%|▊         | 39/519 [00:21<04:06,  1.95it/s]
      10/80      0.94G        1.2      1.904     0.9208      1.374          6        640:   8%|▊         | 39/519 [00:21<04:06,  1.95it/s]
      10/80      0.94G        1.2      1.904     0.9208      1.374          6        640:   8%|▊         | 40/519 [00:21<03:25,  2.33it/s]
      10/80      0.94G      1.194      1.901     0.9155       1.37         13        640:   8%|▊         | 40/519 [00:21<03:25,  2.33it/s]
      10/80      0.94G      1.194      1.901     0.9155       1.37         13        640:   8%|▊         | 41/519 [00:21<03:00,  2.64it/s]
      10/80      0.94G      1.187      1.898     0.9099      1.366          8        640:   8%|▊         | 41/519 [00:22<03:00,  2.64it/s]
      10/80      0.94G      1.187      1.898     0.9099      1.366          8        640:   8%|▊         | 42/519 [00:22<05:10,  1.53it/s]
      10/80      0.94G      1.182      1.893      0.906      1.362         14        640:   8%|▊         | 42/519 [00:23<05:10,  1.53it/s]
      10/80      0.94G      1.182      1.893      0.906      1.362         14        640:   8%|▊         | 43/519 [00:23<03:59,  1.99it/s]
      10/80      0.94G      1.177      1.885     0.8996      1.362          9        640:   8%|▊         | 43/519 [00:23<03:59,  1.99it/s]
      10/80      0.94G      1.177      1.885     0.8996      1.362          9        640:   8%|▊         | 44/519 [00:23<03:29,  2.27it/s]
      10/80      0.94G      1.175      1.878     0.8944       1.36         12        640:   8%|▊         | 44/519 [00:23<03:29,  2.27it/s]
      10/80      0.94G      1.175      1.878     0.8944       1.36         12        640:   9%|▊         | 45/519 [00:23<02:55,  2.71it/s]
      10/80      0.94G      1.176      1.893     0.9056      1.359          6        640:   9%|▊         | 45/519 [00:24<02:55,  2.71it/s]
      10/80      0.94G      1.176      1.893     0.9056      1.359          6        640:   9%|▉         | 46/519 [00:24<05:09,  1.53it/s]
      10/80      0.94G      1.172      1.883     0.9067      1.358         11        640:   9%|▉         | 46/519 [00:25<05:09,  1.53it/s]
      10/80      0.94G      1.172      1.883     0.9067      1.358         11        640:   9%|▉         | 47/519 [00:25<04:00,  1.96it/s]
      10/80      0.94G      1.164      1.874     0.9018      1.353         13        640:   9%|▉         | 47/519 [00:25<04:00,  1.96it/s]
      10/80      0.94G      1.164      1.874     0.9018      1.353         13        640:   9%|▉         | 48/519 [00:25<03:12,  2.44it/s]
      10/80      0.94G      1.158      1.857     0.8955      1.347          8        640:   9%|▉         | 48/519 [00:25<03:12,  2.44it/s]
      10/80      0.94G      1.158      1.857     0.8955      1.347          8        640:   9%|▉         | 49/519 [00:25<02:53,  2.71it/s]
      10/80      0.94G      1.159      1.868     0.8948      1.353          8        640:   9%|▉         | 49/519 [00:26<02:53,  2.71it/s]
      10/80      0.94G      1.159      1.868     0.8948      1.353          8        640:  10%|▉         | 50/519 [00:26<03:36,  2.17it/s]
      10/80      0.94G      1.162      1.864     0.8961      1.353         11        640:  10%|▉         | 50/519 [00:26<03:36,  2.17it/s]
      10/80      0.94G      1.162      1.864     0.8961      1.353         11        640:  10%|▉         | 51/519 [00:26<03:13,  2.42it/s]
      10/80      0.94G      1.159      1.861     0.8962      1.353          6        640:  10%|▉         | 51/519 [00:26<03:13,  2.42it/s]
      10/80      0.94G      1.159      1.861     0.8962      1.353          6        640:  10%|█         | 52/519 [00:26<02:36,  2.98it/s]
      10/80      0.94G      1.157      1.863     0.9015      1.353         12        640:  10%|█         | 52/519 [00:26<02:36,  2.98it/s]
      10/80      0.94G      1.157      1.863     0.9015      1.353         12        640:  10%|█         | 53/519 [00:26<02:27,  3.15it/s]
      10/80      0.94G      1.163      1.867     0.8983      1.355         11        640:  10%|█         | 53/519 [00:28<02:27,  3.15it/s]
      10/80      0.94G      1.163      1.867     0.8983      1.355         11        640:  10%|█         | 54/519 [00:28<04:40,  1.66it/s]
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      10/80      0.94G      1.144      1.843     0.8761       1.36          8        640:  96%|█████████▌| 497/519 [03:47<00:11,  1.84it/s]
      10/80      0.94G      1.143      1.842     0.8754       1.36         11        640:  96%|█████████▌| 497/519 [03:48<00:11,  1.84it/s]
      10/80      0.94G      1.143      1.842     0.8754       1.36         11        640:  96%|█████████▌| 498/519 [03:48<00:12,  1.70it/s]
      10/80      0.94G      1.143      1.843     0.8751       1.36         13        640:  96%|█████████▌| 498/519 [03:48<00:12,  1.70it/s]
      10/80      0.94G      1.143      1.843     0.8751       1.36         13        640:  96%|█████████▌| 499/519 [03:48<00:09,  2.10it/s]
      10/80      0.94G      1.143      1.843     0.8747       1.36          5        640:  96%|█████████▌| 499/519 [03:49<00:09,  2.10it/s]
      10/80      0.94G      1.143      1.843     0.8747       1.36          5        640:  96%|█████████▋| 500/519 [03:49<00:07,  2.44it/s]
      10/80      0.94G      1.143      1.843     0.8745       1.36         11        640:  96%|█████████▋| 500/519 [03:49<00:07,  2.44it/s]
      10/80      0.94G      1.143      1.843     0.8745       1.36         11        640:  97%|█████████▋| 501/519 [03:49<00:07,  2.37it/s]
      10/80      0.94G      1.143      1.844     0.8749       1.36          9        640:  97%|█████████▋| 501/519 [03:50<00:07,  2.37it/s]
      10/80      0.94G      1.143      1.844     0.8749       1.36          9        640:  97%|█████████▋| 502/519 [03:50<00:08,  1.94it/s]
      10/80      0.94G      1.143      1.844     0.8752       1.36         11        640:  97%|█████████▋| 502/519 [03:50<00:08,  1.94it/s]
      10/80      0.94G      1.143      1.844     0.8752       1.36         11        640:  97%|█████████▋| 503/519 [03:50<00:06,  2.33it/s]
      10/80      0.94G      1.144      1.844     0.8749       1.36         12        640:  97%|█████████▋| 503/519 [03:50<00:06,  2.33it/s]
      10/80      0.94G      1.144      1.844     0.8749       1.36         12        640:  97%|█████████▋| 504/519 [03:50<00:05,  2.65it/s]
      10/80      0.94G      1.143      1.844     0.8746       1.36          7        640:  97%|█████████▋| 504/519 [03:51<00:05,  2.65it/s]
      10/80      0.94G      1.143      1.844     0.8746       1.36          7        640:  97%|█████████▋| 505/519 [03:51<00:05,  2.52it/s]
      10/80      0.94G      1.143      1.843     0.8743      1.359          8        640:  97%|█████████▋| 505/519 [03:51<00:05,  2.52it/s]
      10/80      0.94G      1.143      1.843     0.8743      1.359          8        640:  97%|█████████▋| 506/519 [03:51<00:05,  2.29it/s]
      10/80      0.94G      1.143      1.843     0.8742       1.36          9        640:  97%|█████████▋| 506/519 [03:51<00:05,  2.29it/s]
      10/80      0.94G      1.143      1.843     0.8742       1.36          9        640:  98%|█████████▊| 507/519 [03:51<00:04,  2.73it/s]
      10/80      0.94G      1.144      1.843      0.876      1.361         10        640:  98%|█████████▊| 507/519 [03:52<00:04,  2.73it/s]
      10/80      0.94G      1.144      1.843      0.876      1.361         10        640:  98%|█████████▊| 508/519 [03:52<00:03,  3.09it/s]
      10/80      0.94G      1.144      1.842     0.8755       1.36          8        640:  98%|█████████▊| 508/519 [03:53<00:03,  3.09it/s]
      10/80      0.94G      1.144      1.842     0.8755       1.36          8        640:  98%|█████████▊| 509/519 [03:53<00:05,  1.84it/s]
      10/80      0.94G      1.143      1.842     0.8752       1.36         11        640:  98%|█████████▊| 509/519 [03:53<00:05,  1.84it/s]
      10/80      0.94G      1.143      1.842     0.8752       1.36         11        640:  98%|█████████▊| 510/519 [03:53<00:04,  2.13it/s]
      10/80      0.94G      1.143      1.841      0.875       1.36         10        640:  98%|█████████▊| 510/519 [03:53<00:04,  2.13it/s]
      10/80      0.94G      1.143      1.841      0.875       1.36         10        640:  98%|█████████▊| 511/519 [03:53<00:03,  2.49it/s]
      10/80      0.94G      1.143      1.841     0.8749       1.36         11        640:  98%|█████████▊| 511/519 [03:53<00:03,  2.49it/s]
      10/80      0.94G      1.143      1.841     0.8749       1.36         11        640:  99%|█████████▊| 512/519 [03:53<00:02,  3.01it/s]
      10/80      0.94G      1.143       1.84     0.8746      1.359          8        640:  99%|█████████▊| 512/519 [03:54<00:02,  3.01it/s]
      10/80      0.94G      1.143       1.84     0.8746      1.359          8        640:  99%|█████████▉| 513/519 [03:54<00:02,  2.17it/s]
      10/80      0.94G      1.143      1.839     0.8742      1.359         10        640:  99%|█████████▉| 513/519 [03:54<00:02,  2.17it/s]
      10/80      0.94G      1.143      1.839     0.8742      1.359         10        640:  99%|█████████▉| 514/519 [03:54<00:02,  2.45it/s]
      10/80      0.94G      1.143      1.839     0.8752       1.36          7        640:  99%|█████████▉| 514/519 [03:55<00:02,  2.45it/s]
      10/80      0.94G      1.143      1.839     0.8752       1.36          7        640:  99%|█████████▉| 515/519 [03:55<00:01,  2.83it/s]
      10/80      0.94G      1.143      1.838     0.8745      1.359         12        640:  99%|█████████▉| 515/519 [03:55<00:01,  2.83it/s]
      10/80      0.94G      1.143      1.838     0.8745      1.359         12        640:  99%|█████████▉| 516/519 [03:55<00:00,  3.34it/s]
      10/80      0.94G      1.144      1.838     0.8748       1.36          6        640:  99%|█████████▉| 516/519 [03:55<00:00,  3.34it/s]
      10/80      0.94G      1.144      1.838     0.8748       1.36          6        640: 100%|█████████▉| 517/519 [03:55<00:00,  3.24it/s]
      10/80      0.94G      1.145      1.839      0.875       1.36          7        640: 100%|█████████▉| 517/519 [03:55<00:00,  3.24it/s]
      10/80      0.94G      1.145      1.839      0.875       1.36          7        640: 100%|█████████▉| 518/519 [03:55<00:00,  3.43it/s]
      10/80      0.94G      1.144      1.839      0.875       1.36          5        640: 100%|█████████▉| 518/519 [03:56<00:00,  3.43it/s]
      10/80      0.94G      1.144      1.839      0.875       1.36          5        640: 100%|██████████| 519/519 [03:56<00:00,  2.20it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:46,  6.36s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<03:01,  2.88s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:47,  1.73s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:51,  1.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:45,  1.31it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:08<00:44,  1.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:40,  1.42it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:09<00:34,  1.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:29,  1.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:26,  2.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:25,  2.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:25,  2.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:25,  2.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:24,  2.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:24,  1.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:26,  1.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:25,  1.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:24,  1.88it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:26,  1.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:27,  1.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:25,  1.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:21,  1.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:18,  2.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:04,  6.44it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.82it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:04,  6.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.08it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:03,  6.31it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.08it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  6.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.48it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.41it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  8.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:22<00:01,  8.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  8.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.59it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.78it/s]
+                   all        519        519      0.963      0.919      0.978      0.674      0.945      0.932      0.974      0.664
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
      11/80      0.94G      1.591      3.118      1.054      1.519          8        640:   0%|          | 0/519 [00:02<?, ?it/s]
      11/80      0.94G      1.591      3.118      1.054      1.519          8        640:   0%|          | 1/519 [00:02<25:49,  2.99s/it]
      11/80      0.94G      1.281      2.447     0.8704      1.365         15        640:   0%|          | 1/519 [00:03<25:49,  2.99s/it]
      11/80      0.94G      1.281      2.447     0.8704      1.365         15        640:   0%|          | 2/519 [00:03<11:41,  1.36s/it]
      11/80      0.94G      1.328       2.19     0.8972      1.371         12        640:   0%|          | 2/519 [00:03<11:41,  1.36s/it]
      11/80      0.94G      1.328       2.19     0.8972      1.371         12        640:   1%|          | 3/519 [00:03<07:21,  1.17it/s]
      11/80      0.94G      1.226          2     0.8247      1.313          8        640:   1%|          | 3/519 [00:03<07:21,  1.17it/s]
      11/80      0.94G      1.226          2     0.8247      1.313          8        640:   1%|          | 4/519 [00:03<05:11,  1.66it/s]
      11/80      0.94G      1.209      1.969     0.8439      1.335         14        640:   1%|          | 4/519 [00:05<05:11,  1.66it/s]
      11/80      0.94G      1.209      1.969     0.8439      1.335         14        640:   1%|          | 5/519 [00:05<07:47,  1.10it/s]
      11/80      0.94G      1.131      1.845     0.8205      1.305          9        640:   1%|          | 5/519 [00:05<07:47,  1.10it/s]
      11/80      0.94G      1.131      1.845     0.8205      1.305          9        640:   1%|          | 6/519 [00:05<05:45,  1.48it/s]
      11/80      0.94G      1.126      1.907     0.8365      1.305         11        640:   1%|          | 6/519 [00:05<05:45,  1.48it/s]
      11/80      0.94G      1.126      1.907     0.8365      1.305         11        640:   1%|▏         | 7/519 [00:05<04:50,  1.76it/s]
      11/80      0.94G      1.146      1.931     0.8628      1.317         10        640:   1%|▏         | 7/519 [00:05<04:50,  1.76it/s]
      11/80      0.94G      1.146      1.931     0.8628      1.317         10        640:   2%|▏         | 8/519 [00:05<03:59,  2.13it/s]
      11/80      0.94G      1.124      1.861     0.8414      1.299         11        640:   2%|▏         | 8/519 [00:07<03:59,  2.13it/s]
      11/80      0.94G      1.124      1.861     0.8414      1.299         11        640:   2%|▏         | 9/519 [00:07<06:40,  1.27it/s]
      11/80      0.94G      1.148      1.911     0.8598      1.335          8        640:   2%|▏         | 9/519 [00:07<06:40,  1.27it/s]
      11/80      0.94G      1.148      1.911     0.8598      1.335          8        640:   2%|▏         | 10/519 [00:07<05:10,  1.64it/s]
      11/80      0.94G      1.147      1.861       0.86      1.341         13        640:   2%|▏         | 10/519 [00:07<05:10,  1.64it/s]
      11/80      0.94G      1.147      1.861       0.86      1.341         13        640:   2%|▏         | 11/519 [00:07<04:07,  2.05it/s]
      11/80      0.94G      1.191      1.951     0.8825      1.367          8        640:   2%|▏         | 11/519 [00:08<04:07,  2.05it/s]
      11/80      0.94G      1.191      1.951     0.8825      1.367          8        640:   2%|▏         | 12/519 [00:08<03:27,  2.44it/s]
      11/80      0.94G      1.195      1.949      0.875      1.356         16        640:   2%|▏         | 12/519 [00:08<03:27,  2.44it/s]
      11/80      0.94G      1.195      1.949      0.875      1.356         16        640:   3%|▎         | 13/519 [00:08<04:30,  1.87it/s]
      11/80      0.94G       1.19      1.934     0.8828      1.351         12        640:   3%|▎         | 13/519 [00:09<04:30,  1.87it/s]
      11/80      0.94G       1.19      1.934     0.8828      1.351         12        640:   3%|▎         | 14/519 [00:09<03:45,  2.24it/s]
      11/80      0.94G      1.191      1.969     0.9159      1.357          9        640:   3%|▎         | 14/519 [00:09<03:45,  2.24it/s]
      11/80      0.94G      1.191      1.969     0.9159      1.357          9        640:   3%|▎         | 15/519 [00:09<03:17,  2.55it/s]
      11/80      0.94G      1.172       1.93     0.8948      1.345          6        640:   3%|▎         | 15/519 [00:09<03:17,  2.55it/s]
      11/80      0.94G      1.172       1.93     0.8948      1.345          6        640:   3%|▎         | 16/519 [00:09<02:51,  2.93it/s]
      11/80      0.94G      1.164      1.918     0.8868      1.339         13        640:   3%|▎         | 16/519 [00:11<02:51,  2.93it/s]
      11/80      0.94G      1.164      1.918     0.8868      1.339         13        640:   3%|▎         | 17/519 [00:11<05:49,  1.44it/s]
      11/80      0.94G      1.154      1.904     0.8674      1.333         12        640:   3%|▎         | 17/519 [00:11<05:49,  1.44it/s]
      11/80      0.94G      1.154      1.904     0.8674      1.333         12        640:   3%|▎         | 18/519 [00:11<04:40,  1.79it/s]
      11/80      0.94G      1.158      1.902      0.865      1.337         12        640:   3%|▎         | 18/519 [00:11<04:40,  1.79it/s]
      11/80      0.94G      1.158      1.902      0.865      1.337         12        640:   4%|▎         | 19/519 [00:11<03:50,  2.17it/s]
      11/80      0.94G      1.146      1.891     0.8514      1.336          8        640:   4%|▎         | 19/519 [00:11<03:50,  2.17it/s]
      11/80      0.94G      1.146      1.891     0.8514      1.336          8        640:   4%|▍         | 20/519 [00:11<03:15,  2.55it/s]
      11/80      0.94G       1.15      1.889     0.8484      1.334         10        640:   4%|▍         | 20/519 [00:13<03:15,  2.55it/s]
      11/80      0.94G       1.15      1.889     0.8484      1.334         10        640:   4%|▍         | 21/519 [00:13<05:41,  1.46it/s]
      11/80      0.94G      1.141       1.87     0.8433      1.322         12        640:   4%|▍         | 21/519 [00:13<05:41,  1.46it/s]
      11/80      0.94G      1.141       1.87     0.8433      1.322         12        640:   4%|▍         | 22/519 [00:13<04:26,  1.86it/s]
      11/80      0.94G      1.138      1.858     0.8578      1.323         10        640:   4%|▍         | 22/519 [00:13<04:26,  1.86it/s]
      11/80      0.94G      1.138      1.858     0.8578      1.323         10        640:   4%|▍         | 23/519 [00:13<03:53,  2.12it/s]
      11/80      0.94G      1.138      1.846     0.8571      1.321         10        640:   4%|▍         | 23/519 [00:14<03:53,  2.12it/s]
      11/80      0.94G      1.138      1.846     0.8571      1.321         10        640:   5%|▍         | 24/519 [00:14<03:20,  2.47it/s]
      11/80      0.94G      1.131      1.828     0.8483      1.319         12        640:   5%|▍         | 24/519 [00:14<03:20,  2.47it/s]
      11/80      0.94G      1.131      1.828     0.8483      1.319         12        640:   5%|▍         | 25/519 [00:14<04:00,  2.05it/s]
      11/80      0.94G      1.131      1.826     0.8564      1.316         13        640:   5%|▍         | 25/519 [00:14<04:00,  2.05it/s]
      11/80      0.94G      1.131      1.826     0.8564      1.316         13        640:   5%|▌         | 26/519 [00:14<03:16,  2.50it/s]
      11/80      0.94G      1.133      1.824     0.8565      1.315         13        640:   5%|▌         | 26/519 [00:15<03:16,  2.50it/s]
      11/80      0.94G      1.133      1.824     0.8565      1.315         13        640:   5%|▌         | 27/519 [00:15<02:55,  2.81it/s]
      11/80      0.94G      1.128      1.812     0.8514      1.316          6        640:   5%|▌         | 27/519 [00:15<02:55,  2.81it/s]
      11/80      0.94G      1.128      1.812     0.8514      1.316          6        640:   5%|▌         | 28/519 [00:15<02:35,  3.15it/s]
      11/80      0.94G      1.126      1.792     0.8449      1.314          9        640:   5%|▌         | 28/519 [00:16<02:35,  3.15it/s]
      11/80      0.94G      1.126      1.792     0.8449      1.314          9        640:   6%|▌         | 29/519 [00:16<04:54,  1.67it/s]
      11/80      0.94G      1.122      1.792      0.838      1.309         12        640:   6%|▌         | 29/519 [00:16<04:54,  1.67it/s]
      11/80      0.94G      1.122      1.792      0.838      1.309         12        640:   6%|▌         | 30/519 [00:16<03:56,  2.07it/s]
      11/80      0.94G      1.122      1.798     0.8373      1.309         10        640:   6%|▌         | 30/519 [00:17<03:56,  2.07it/s]
      11/80      0.94G      1.122      1.798     0.8373      1.309         10        640:   6%|▌         | 31/519 [00:17<03:18,  2.46it/s]
      11/80      0.94G      1.117      1.795     0.8326      1.304         11        640:   6%|▌         | 31/519 [00:17<03:18,  2.46it/s]
      11/80      0.94G      1.117      1.795     0.8326      1.304         11        640:   6%|▌         | 32/519 [00:17<02:47,  2.91it/s]
      11/80      0.94G      1.111      1.796     0.8269      1.302          8        640:   6%|▌         | 32/519 [00:17<02:47,  2.91it/s]
      11/80      0.94G      1.111      1.796     0.8269      1.302          8        640:   6%|▋         | 33/519 [00:17<03:09,  2.56it/s]
      11/80      0.94G       1.11      1.789     0.8328      1.301         14        640:   6%|▋         | 33/519 [00:17<03:09,  2.56it/s]
      11/80      0.94G       1.11      1.789     0.8328      1.301         14        640:   7%|▋         | 34/519 [00:17<02:45,  2.93it/s]
      11/80      0.94G      1.107      1.793     0.8321        1.3         12        640:   7%|▋         | 34/519 [00:18<02:45,  2.93it/s]
      11/80      0.94G      1.107      1.793     0.8321        1.3         12        640:   7%|▋         | 35/519 [00:18<02:31,  3.20it/s]
      11/80      0.94G      1.119      1.807     0.8372       1.31         10        640:   7%|▋         | 35/519 [00:18<02:31,  3.20it/s]
      11/80      0.94G      1.119      1.807     0.8372       1.31         10        640:   7%|▋         | 36/519 [00:18<02:41,  2.99it/s]
      11/80      0.94G      1.117      1.805     0.8477      1.314         10        640:   7%|▋         | 36/519 [00:19<02:41,  2.99it/s]
      11/80      0.94G      1.117      1.805     0.8477      1.314         10        640:   7%|▋         | 37/519 [00:19<03:11,  2.51it/s]
      11/80      0.94G      1.117       1.81     0.8508      1.316          6        640:   7%|▋         | 37/519 [00:19<03:11,  2.51it/s]
      11/80      0.94G      1.117       1.81     0.8508      1.316          6        640:   7%|▋         | 38/519 [00:19<02:54,  2.76it/s]
      11/80      0.94G      1.118      1.832     0.8577       1.32         10        640:   7%|▋         | 38/519 [00:19<02:54,  2.76it/s]
      11/80      0.94G      1.118      1.832     0.8577       1.32         10        640:   8%|▊         | 39/519 [00:19<02:41,  2.97it/s]
      11/80      0.94G      1.128      1.849     0.8698      1.322         11        640:   8%|▊         | 39/519 [00:20<02:41,  2.97it/s]
      11/80      0.94G      1.128      1.849     0.8698      1.322         11        640:   8%|▊         | 40/519 [00:20<04:05,  1.95it/s]
      11/80      0.94G      1.126      1.848      0.868       1.32         11        640:   8%|▊         | 40/519 [00:20<04:05,  1.95it/s]
      11/80      0.94G      1.126      1.848      0.868       1.32         11        640:   8%|▊         | 41/519 [00:20<03:24,  2.34it/s]
      11/80      0.94G      1.148      1.894     0.8919      1.336          8        640:   8%|▊         | 41/519 [00:21<03:24,  2.34it/s]
      11/80      0.94G      1.148      1.894     0.8919      1.336          8        640:   8%|▊         | 42/519 [00:21<04:02,  1.97it/s]
      11/80      0.94G      1.146      1.896      0.888      1.335         12        640:   8%|▊         | 42/519 [00:21<04:02,  1.97it/s]
      11/80      0.94G      1.146      1.896      0.888      1.335         12        640:   8%|▊         | 43/519 [00:21<03:17,  2.41it/s]
      11/80      0.94G      1.152      1.903      0.889      1.342          7        640:   8%|▊         | 43/519 [00:22<03:17,  2.41it/s]
      11/80      0.94G      1.152      1.903      0.889      1.342          7        640:   8%|▊         | 44/519 [00:22<05:06,  1.55it/s]
      11/80      0.94G      1.155      1.895      0.888      1.346         11        640:   8%|▊         | 44/519 [00:23<05:06,  1.55it/s]
      11/80      0.94G      1.155      1.895      0.888      1.346         11        640:   9%|▊         | 45/519 [00:23<04:14,  1.86it/s]
      11/80      0.94G      1.154       1.88     0.8819      1.347          7        640:   9%|▊         | 45/519 [00:23<04:14,  1.86it/s]
      11/80      0.94G      1.154       1.88     0.8819      1.347          7        640:   9%|▉         | 46/519 [00:23<03:23,  2.32it/s]
      11/80      0.94G      1.146      1.871     0.8778      1.342         13        640:   9%|▉         | 46/519 [00:23<03:23,  2.32it/s]
      11/80      0.94G      1.146      1.871     0.8778      1.342         13        640:   9%|▉         | 47/519 [00:23<02:57,  2.66it/s]
      11/80      0.94G      1.148      1.858     0.8812      1.348          6        640:   9%|▉         | 47/519 [00:24<02:57,  2.66it/s]
      11/80      0.94G      1.148      1.858     0.8812      1.348          6        640:   9%|▉         | 48/519 [00:24<04:33,  1.72it/s]
      11/80      0.94G      1.152      1.867      0.879       1.35         11        640:   9%|▉         | 48/519 [00:24<04:33,  1.72it/s]
      11/80      0.94G      1.152      1.867      0.879       1.35         11        640:   9%|▉         | 49/519 [00:24<03:45,  2.09it/s]
      11/80      0.94G      1.147      1.869     0.8761      1.348          7        640:   9%|▉         | 49/519 [00:25<03:45,  2.09it/s]
      11/80      0.94G      1.147      1.869     0.8761      1.348          7        640:  10%|▉         | 50/519 [00:25<03:13,  2.43it/s]
      11/80      0.94G      1.139      1.868     0.8735      1.347          8        640:  10%|▉         | 50/519 [00:25<03:13,  2.43it/s]
      11/80      0.94G      1.139      1.868     0.8735      1.347          8        640:  10%|▉         | 51/519 [00:25<02:48,  2.78it/s]
      11/80      0.94G      1.142      1.878     0.8735      1.344         14        640:  10%|▉         | 51/519 [00:26<02:48,  2.78it/s]
      11/80      0.94G      1.142      1.878     0.8735      1.344         14        640:  10%|█         | 52/519 [00:26<04:20,  1.79it/s]
      11/80      0.94G      1.141      1.887     0.8748      1.347         10        640:  10%|█         | 52/519 [00:26<04:20,  1.79it/s]
      11/80      0.94G      1.141      1.887     0.8748      1.347         10        640:  10%|█         | 53/519 [00:26<03:31,  2.20it/s]
      11/80      0.94G       1.14      1.888     0.8687      1.345         11        640:  10%|█         | 53/519 [00:26<03:31,  2.20it/s]
      11/80      0.94G       1.14      1.888     0.8687      1.345         11        640:  10%|█         | 54/519 [00:26<03:01,  2.56it/s]
      11/80      0.94G      1.141      1.887     0.8694      1.347         13        640:  10%|█         | 54/519 [00:27<03:01,  2.56it/s]
      11/80      0.94G      1.141      1.887     0.8694      1.347         13        640:  11%|█         | 55/519 [00:27<02:56,  2.63it/s]
      11/80      0.94G       1.14      1.892     0.8726      1.349          8        640:  11%|█         | 55/519 [00:28<02:56,  2.63it/s]
      11/80      0.94G       1.14      1.892     0.8726      1.349          8        640:  11%|█         | 56/519 [00:28<04:50,  1.59it/s]
      11/80      0.94G      1.141      1.888     0.8769      1.355          6        640:  11%|█         | 56/519 [00:28<04:50,  1.59it/s]
      11/80      0.94G      1.141      1.888     0.8769      1.355          6        640:  11%|█         | 57/519 [00:28<03:59,  1.93it/s]
      11/80      0.94G      1.143      1.888     0.8747      1.354         10        640:  11%|█         | 57/519 [00:28<03:59,  1.93it/s]
      11/80      0.94G      1.143      1.888     0.8747      1.354         10        640:  11%|█         | 58/519 [00:28<03:12,  2.40it/s]
      11/80      0.94G      1.152      1.897     0.8816      1.361          9        640:  11%|█         | 58/519 [00:29<03:12,  2.40it/s]
      11/80      0.94G      1.152      1.897     0.8816      1.361          9        640:  11%|█▏        | 59/519 [00:29<02:49,  2.71it/s]
      11/80      0.94G      1.157      1.899     0.8862      1.365          8        640:  11%|█▏        | 59/519 [00:30<02:49,  2.71it/s]
      11/80      0.94G      1.157      1.899     0.8862      1.365          8        640:  12%|█▏        | 60/519 [00:30<05:27,  1.40it/s]
      11/80      0.94G      1.155      1.893     0.8813      1.361         13        640:  12%|█▏        | 60/519 [00:30<05:27,  1.40it/s]
      11/80      0.94G      1.155      1.893     0.8813      1.361         13        640:  12%|█▏        | 61/519 [00:30<04:15,  1.79it/s]
      11/80      0.94G      1.151      1.889      0.878      1.359         10        640:  12%|█▏        | 61/519 [00:31<04:15,  1.79it/s]
      11/80      0.94G      1.151      1.889      0.878      1.359         10        640:  12%|█▏        | 62/519 [00:31<04:40,  1.63it/s]
      11/80      0.94G      1.152      1.883      0.877      1.359         12        640:  12%|█▏        | 62/519 [00:31<04:40,  1.63it/s]
      11/80      0.94G      1.152      1.883      0.877      1.359         12        640:  12%|█▏        | 63/519 [00:31<03:45,  2.02it/s]
      11/80      0.94G      1.152      1.881     0.8765      1.362          9        640:  12%|█▏        | 63/519 [00:32<03:45,  2.02it/s]
      11/80      0.94G      1.152      1.881     0.8765      1.362          9        640:  12%|█▏        | 64/519 [00:32<03:22,  2.25it/s]
      11/80      0.94G      1.153       1.88     0.8779      1.361          8        640:  12%|█▏        | 64/519 [00:32<03:22,  2.25it/s]
      11/80      0.94G      1.153       1.88     0.8779      1.361          8        640:  13%|█▎        | 65/519 [00:32<02:56,  2.57it/s]
      11/80      0.94G       1.15      1.883     0.8788       1.36          7        640:  13%|█▎        | 65/519 [00:32<02:56,  2.57it/s]
      11/80      0.94G       1.15      1.883     0.8788       1.36          7        640:  13%|█▎        | 66/519 [00:32<02:58,  2.54it/s]
      11/80      0.94G      1.147      1.874     0.8732      1.358         11        640:  13%|█▎        | 66/519 [00:33<02:58,  2.54it/s]
      11/80      0.94G      1.147      1.874     0.8732      1.358         11        640:  13%|█▎        | 67/519 [00:33<02:35,  2.91it/s]
      11/80      0.94G      1.145      1.867     0.8688      1.355         10        640:  13%|█▎        | 67/519 [00:33<02:35,  2.91it/s]
      11/80      0.94G      1.145      1.867     0.8688      1.355         10        640:  13%|█▎        | 68/519 [00:33<02:22,  3.17it/s]
      11/80      0.94G      1.149      1.868     0.8701      1.358         12        640:  13%|█▎        | 68/519 [00:33<02:22,  3.17it/s]
      11/80      0.94G      1.149      1.868     0.8701      1.358         12        640:  13%|█▎        | 69/519 [00:33<02:17,  3.27it/s]
      11/80      0.94G      1.149      1.866     0.8744      1.361          7        640:  13%|█▎        | 69/519 [00:34<02:17,  3.27it/s]
      11/80      0.94G      1.149      1.866     0.8744      1.361          7        640:  13%|█▎        | 70/519 [00:34<04:15,  1.76it/s]
      11/80      0.94G      1.147      1.861     0.8724      1.359         13        640:  13%|█▎        | 70/519 [00:35<04:15,  1.76it/s]
      11/80      0.94G      1.147      1.861     0.8724      1.359         13        640:  14%|█▎        | 71/519 [00:35<03:43,  2.01it/s]
      11/80      0.94G      1.142      1.852     0.8678      1.357          9        640:  14%|█▎        | 71/519 [00:35<03:43,  2.01it/s]
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      11/80      0.94G      1.132      1.858     0.8621      1.326          5        640:  76%|███████▌  | 392/519 [03:03<00:47,  2.70it/s]
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      11/80      0.94G      1.131      1.859     0.8618      1.326          7        640:  76%|███████▌  | 393/519 [03:03<00:40,  3.08it/s]
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      11/80      0.94G      1.124      1.846      0.855       1.32          7        640:  87%|████████▋ | 454/519 [03:30<00:19,  3.37it/s]
      11/80      0.94G      1.124      1.845     0.8549       1.32         11        640:  87%|████████▋ | 454/519 [03:31<00:19,  3.37it/s]
      11/80      0.94G      1.124      1.845     0.8549       1.32         11        640:  88%|████████▊ | 455/519 [03:31<00:19,  3.32it/s]
      11/80      0.94G      1.124      1.846     0.8552       1.32         12        640:  88%|████████▊ | 455/519 [03:31<00:19,  3.32it/s]
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      11/80      0.94G      1.123      1.844     0.8545       1.32          9        640:  88%|████████▊ | 456/519 [03:32<00:23,  2.64it/s]
      11/80      0.94G      1.123      1.844     0.8545       1.32          9        640:  88%|████████▊ | 457/519 [03:32<00:27,  2.30it/s]
      11/80      0.94G      1.123      1.844     0.8543      1.319         10        640:  88%|████████▊ | 457/519 [03:32<00:27,  2.30it/s]
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      11/80      0.94G      1.123      1.843     0.8539      1.319         13        640:  88%|████████▊ | 458/519 [03:32<00:22,  2.67it/s]
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      11/80      0.94G      1.122      1.844     0.8537      1.319         10        640:  88%|████████▊ | 459/519 [03:32<00:19,  3.08it/s]
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      11/80      0.94G      1.123      1.845     0.8539      1.319         15        640:  89%|████████▊ | 460/519 [03:34<00:18,  3.28it/s]
      11/80      0.94G      1.123      1.845     0.8539      1.319         15        640:  89%|████████▉ | 461/519 [03:34<00:45,  1.27it/s]
      11/80      0.94G      1.122      1.843     0.8531      1.319          6        640:  89%|████████▉ | 461/519 [03:34<00:45,  1.27it/s]
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      11/80      0.94G      1.122      1.843     0.8524      1.319          7        640:  89%|████████▉ | 462/519 [03:34<00:33,  1.71it/s]
      11/80      0.94G      1.121      1.842     0.8525      1.319          6        640:  89%|████████▉ | 462/519 [03:35<00:33,  1.71it/s]
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      11/80      0.94G      1.121      1.841     0.8527      1.319         11        640:  89%|████████▉ | 464/519 [03:37<00:19,  2.89it/s]
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      11/80      0.94G      1.122      1.841     0.8532       1.32          9        640:  90%|████████▉ | 467/519 [03:37<00:26,  1.94it/s]
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      11/80      0.94G      1.122       1.84     0.8529      1.319          7        640:  90%|█████████ | 468/519 [03:38<00:21,  2.35it/s]
      11/80      0.94G      1.122       1.84     0.8529      1.319          7        640:  90%|█████████ | 469/519 [03:38<00:24,  2.02it/s]
      11/80      0.94G      1.121      1.838     0.8522      1.319          9        640:  90%|█████████ | 469/519 [03:38<00:24,  2.02it/s]
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      11/80      0.94G      1.122      1.837     0.8518      1.319         11        640:  91%|█████████ | 471/519 [03:39<00:19,  2.52it/s]
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      11/80      0.94G      1.121      1.837     0.8513      1.319          7        640:  92%|█████████▏| 475/519 [03:40<00:17,  2.54it/s]
      11/80      0.94G      1.121      1.838     0.8513      1.319          9        640:  92%|█████████▏| 475/519 [03:40<00:17,  2.54it/s]
      11/80      0.94G      1.121      1.838     0.8513      1.319          9        640:  92%|█████████▏| 476/519 [03:40<00:15,  2.83it/s]
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      11/80      0.94G      1.121      1.837     0.8509      1.319          8        640:  92%|█████████▏| 477/519 [03:41<00:18,  2.22it/s]
      11/80      0.94G      1.121      1.837     0.8509      1.319          8        640:  92%|█████████▏| 478/519 [03:41<00:15,  2.62it/s]
      11/80      0.94G       1.12      1.835     0.8505      1.318         10        640:  92%|█████████▏| 478/519 [03:42<00:15,  2.62it/s]
      11/80      0.94G       1.12      1.835     0.8505      1.318         10        640:  92%|█████████▏| 479/519 [03:42<00:18,  2.14it/s]
      11/80      0.94G      1.121      1.836     0.8508      1.319          8        640:  92%|█████████▏| 479/519 [03:42<00:18,  2.14it/s]
      11/80      0.94G      1.121      1.836     0.8508      1.319          8        640:  92%|█████████▏| 480/519 [03:42<00:15,  2.55it/s]
      11/80      0.94G       1.12      1.836     0.8502      1.318         13        640:  92%|█████████▏| 480/519 [03:42<00:15,  2.55it/s]
      11/80      0.94G       1.12      1.836     0.8502      1.318         13        640:  93%|█████████▎| 481/519 [03:42<00:13,  2.84it/s]
      11/80      0.94G       1.12      1.836     0.8501      1.319          9        640:  93%|█████████▎| 481/519 [03:43<00:13,  2.84it/s]
      11/80      0.94G       1.12      1.836     0.8501      1.319          9        640:  93%|█████████▎| 482/519 [03:43<00:11,  3.16it/s]
      11/80      0.94G       1.12      1.836     0.8499      1.319          8        640:  93%|█████████▎| 482/519 [03:44<00:11,  3.16it/s]
      11/80      0.94G       1.12      1.836     0.8499      1.319          8        640:  93%|█████████▎| 483/519 [03:44<00:24,  1.48it/s]
      11/80      0.94G       1.12      1.836     0.8495      1.319         10        640:  93%|█████████▎| 483/519 [03:44<00:24,  1.48it/s]
      11/80      0.94G       1.12      1.836     0.8495      1.319         10        640:  93%|█████████▎| 484/519 [03:44<00:19,  1.81it/s]
      11/80      0.94G      1.121      1.836     0.8498      1.319          9        640:  93%|█████████▎| 484/519 [03:45<00:19,  1.81it/s]
      11/80      0.94G      1.121      1.836     0.8498      1.319          9        640:  93%|█████████▎| 485/519 [03:45<00:21,  1.59it/s]
      11/80      0.94G      1.121      1.837     0.8495       1.32          9        640:  93%|█████████▎| 485/519 [03:45<00:21,  1.59it/s]
      11/80      0.94G      1.121      1.837     0.8495       1.32          9        640:  94%|█████████▎| 486/519 [03:45<00:17,  1.94it/s]
      11/80      0.94G      1.121      1.836       0.85       1.32         13        640:  94%|█████████▎| 486/519 [03:46<00:17,  1.94it/s]
      11/80      0.94G      1.121      1.836       0.85       1.32         13        640:  94%|█████████▍| 487/519 [03:46<00:21,  1.50it/s]
      11/80      0.94G      1.121      1.837     0.8498       1.32          8        640:  94%|█████████▍| 487/519 [03:47<00:21,  1.50it/s]
      11/80      0.94G      1.121      1.837     0.8498       1.32          8        640:  94%|█████████▍| 488/519 [03:47<00:16,  1.87it/s]
      11/80      0.94G       1.12      1.837     0.8493      1.319          8        640:  94%|█████████▍| 488/519 [03:47<00:16,  1.87it/s]
      11/80      0.94G       1.12      1.837     0.8493      1.319          8        640:  94%|█████████▍| 489/519 [03:47<00:14,  2.00it/s]
      11/80      0.94G       1.12      1.836     0.8488      1.319          8        640:  94%|█████████▍| 489/519 [03:47<00:14,  2.00it/s]
      11/80      0.94G       1.12      1.836     0.8488      1.319          8        640:  94%|█████████▍| 490/519 [03:47<00:11,  2.43it/s]
      11/80      0.94G       1.12      1.835     0.8482      1.319          8        640:  94%|█████████▍| 490/519 [03:48<00:11,  2.43it/s]
      11/80      0.94G       1.12      1.835     0.8482      1.319          8        640:  95%|█████████▍| 491/519 [03:48<00:15,  1.77it/s]
      11/80      0.94G       1.12      1.836     0.8487       1.32          8        640:  95%|█████████▍| 491/519 [03:48<00:15,  1.77it/s]
      11/80      0.94G       1.12      1.836     0.8487       1.32          8        640:  95%|█████████▍| 492/519 [03:48<00:12,  2.12it/s]
      11/80      0.94G       1.12      1.835     0.8481      1.319         13        640:  95%|█████████▍| 492/519 [03:49<00:12,  2.12it/s]
      11/80      0.94G       1.12      1.835     0.8481      1.319         13        640:  95%|█████████▍| 493/519 [03:49<00:12,  2.05it/s]
      11/80      0.94G       1.12      1.834     0.8481      1.319         13        640:  95%|█████████▍| 493/519 [03:49<00:12,  2.05it/s]
      11/80      0.94G       1.12      1.834     0.8481      1.319         13        640:  95%|█████████▌| 494/519 [03:49<00:10,  2.36it/s]
      11/80      0.94G      1.121      1.835     0.8489      1.319         11        640:  95%|█████████▌| 494/519 [03:50<00:10,  2.36it/s]
      11/80      0.94G      1.121      1.835     0.8489      1.319         11        640:  95%|█████████▌| 495/519 [03:50<00:12,  1.92it/s]
      11/80      0.94G      1.121      1.835     0.8487      1.319         10        640:  95%|█████████▌| 495/519 [03:50<00:12,  1.92it/s]
      11/80      0.94G      1.121      1.835     0.8487      1.319         10        640:  96%|█████████▌| 496/519 [03:50<00:09,  2.32it/s]
      11/80      0.94G      1.122      1.836     0.8492       1.32         10        640:  96%|█████████▌| 496/519 [03:51<00:09,  2.32it/s]
      11/80      0.94G      1.122      1.836     0.8492       1.32         10        640:  96%|█████████▌| 497/519 [03:51<00:13,  1.65it/s]
      11/80      0.94G      1.122      1.837     0.8493       1.32         13        640:  96%|█████████▌| 497/519 [03:51<00:13,  1.65it/s]
      11/80      0.94G      1.122      1.837     0.8493       1.32         13        640:  96%|█████████▌| 498/519 [03:51<00:10,  2.00it/s]
      11/80      0.94G      1.123      1.837     0.8494       1.32          9        640:  96%|█████████▌| 498/519 [03:52<00:10,  2.00it/s]
      11/80      0.94G      1.123      1.837     0.8494       1.32          9        640:  96%|█████████▌| 499/519 [03:52<00:08,  2.34it/s]
      11/80      0.94G      1.122      1.837      0.849       1.32         10        640:  96%|█████████▌| 499/519 [03:52<00:08,  2.34it/s]
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      11/80      0.94G      1.122      1.837     0.8499      1.321          9        640:  96%|█████████▋| 500/519 [03:53<00:06,  2.73it/s]
      11/80      0.94G      1.122      1.837     0.8499      1.321          9        640:  97%|█████████▋| 501/519 [03:53<00:12,  1.43it/s]
      11/80      0.94G      1.122      1.837     0.8497       1.32         10        640:  97%|█████████▋| 501/519 [03:54<00:12,  1.43it/s]
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      11/80      0.94G      1.122      1.838     0.8497      1.321         13        640:  97%|█████████▋| 504/519 [03:55<00:06,  2.47it/s]
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      11/80      0.94G      1.122      1.838     0.8495      1.321         12        640:  97%|█████████▋| 505/519 [03:55<00:07,  1.92it/s]
      11/80      0.94G      1.122      1.838     0.8495      1.321         12        640:  97%|█████████▋| 506/519 [03:55<00:05,  2.23it/s]
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      11/80      0.94G      1.123      1.839     0.8504      1.322          9        640:  98%|█████████▊| 507/519 [03:56<00:04,  2.70it/s]
      11/80      0.94G      1.123      1.839     0.8504      1.322          9        640:  98%|█████████▊| 508/519 [03:56<00:03,  3.03it/s]
      11/80      0.94G      1.123      1.838     0.8501      1.321         14        640:  98%|█████████▊| 508/519 [03:57<00:03,  3.03it/s]
      11/80      0.94G      1.123      1.838     0.8501      1.321         14        640:  98%|█████████▊| 509/519 [03:57<00:05,  1.67it/s]
      11/80      0.94G      1.123      1.838     0.8502      1.321         10        640:  98%|█████████▊| 509/519 [03:57<00:05,  1.67it/s]
      11/80      0.94G      1.123      1.838     0.8502      1.321         10        640:  98%|█████████▊| 510/519 [03:57<00:04,  2.00it/s]
      11/80      0.94G      1.123      1.838     0.8504      1.322          8        640:  98%|█████████▊| 510/519 [03:57<00:04,  2.00it/s]
      11/80      0.94G      1.123      1.838     0.8504      1.322          8        640:  98%|█████████▊| 511/519 [03:57<00:03,  2.44it/s]
      11/80      0.94G      1.123      1.839     0.8508      1.323          8        640:  98%|█████████▊| 511/519 [03:58<00:03,  2.44it/s]
      11/80      0.94G      1.123      1.839     0.8508      1.323          8        640:  99%|█████████▊| 512/519 [03:58<00:02,  2.70it/s]
      11/80      0.94G      1.123      1.838     0.8506      1.323         11        640:  99%|█████████▊| 512/519 [03:59<00:02,  2.70it/s]
      11/80      0.94G      1.123      1.838     0.8506      1.323         11        640:  99%|█████████▉| 513/519 [03:59<00:03,  1.92it/s]
      11/80      0.94G      1.123      1.838     0.8502      1.322         10        640:  99%|█████████▉| 513/519 [03:59<00:03,  1.92it/s]
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      11/80      0.94G      1.123      1.838     0.8498      1.322         15        640:  99%|█████████▉| 515/519 [03:59<00:01,  2.82it/s]
      11/80      0.94G      1.123      1.837     0.8495      1.322         10        640:  99%|█████████▉| 515/519 [03:59<00:01,  2.82it/s]
      11/80      0.94G      1.123      1.837     0.8495      1.322         10        640:  99%|█████████▉| 516/519 [03:59<00:00,  3.25it/s]
      11/80      0.94G      1.123      1.836      0.849      1.322          9        640:  99%|█████████▉| 516/519 [03:59<00:00,  3.25it/s]
      11/80      0.94G      1.123      1.836      0.849      1.322          9        640: 100%|█████████▉| 517/519 [03:59<00:00,  3.15it/s]
      11/80      0.94G      1.123      1.836      0.849      1.322         11        640: 100%|█████████▉| 517/519 [04:00<00:00,  3.15it/s]
      11/80      0.94G      1.124      1.836     0.8492      1.323          6        640: 100%|█████████▉| 517/519 [04:00<00:00,  3.15it/s]
      11/80      0.94G      1.124      1.836     0.8492      1.323          6        640: 100%|██████████| 519/519 [04:00<00:00,  4.84it/s]
      11/80      0.94G      1.124      1.836     0.8492      1.323          6        640: 100%|██████████| 519/519 [04:00<00:00,  2.16it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:38,  6.23s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:58,  2.83s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:45,  1.70s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:13,  1.20s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<01:00,  1.01s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:49,  1.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:42,  1.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:36,  1.55it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:32,  1.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:26,  2.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:24,  2.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:21,  2.46it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:11<00:13,  3.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:11<00:19,  2.62it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:12<00:22,  2.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:24,  1.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:13<00:24,  1.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:24,  1.87it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:25,  1.75it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:15<00:26,  1.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:28,  1.49it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:26,  1.56it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:23,  1.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:19,  2.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:15,  2.51it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:12,  3.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:08,  4.40it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.48it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  5.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:18<00:05,  6.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  7.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:19<00:03,  6.58it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.46it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:20<00:02,  6.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.58it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.82it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  8.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  82%|████████▏ | 53/65 [00:21<00:01,  7.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  8.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.51it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.87it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.80it/s]
+                   all        519        519      0.925      0.933      0.974      0.662      0.923       0.94      0.969      0.649
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
      12/80      0.94G     0.9664      2.139     0.9105      1.205         14        640:   0%|          | 0/519 [00:03<?, ?it/s]
      12/80      0.94G     0.9664      2.139     0.9105      1.205         14        640:   0%|          | 1/519 [00:03<26:03,  3.02s/it]
      12/80      0.94G      1.147      1.954      1.111      1.275         11        640:   0%|          | 1/519 [00:03<26:03,  3.02s/it]
      12/80      0.94G      1.147      1.954      1.111      1.275         11        640:   0%|          | 2/519 [00:03<11:58,  1.39s/it]
      12/80      0.94G      1.077      1.854     0.9898      1.271          8        640:   0%|          | 2/519 [00:03<11:58,  1.39s/it]
      12/80      0.94G      1.077      1.854     0.9898      1.271          8        640:   1%|          | 3/519 [00:03<07:27,  1.15it/s]
      12/80      0.94G      1.012      1.746     0.8987      1.246         12        640:   1%|          | 3/519 [00:03<07:27,  1.15it/s]
      12/80      0.94G      1.012      1.746     0.8987      1.246         12        640:   1%|          | 4/519 [00:03<05:13,  1.64it/s]
      12/80      0.94G      1.105      1.791     0.9588      1.316         12        640:   1%|          | 4/519 [00:04<05:13,  1.64it/s]
      12/80      0.94G      1.105      1.791     0.9588      1.316         12        640:   1%|          | 5/519 [00:04<07:13,  1.19it/s]
      12/80      0.94G      1.099      1.838     0.9039      1.307         12        640:   1%|          | 5/519 [00:05<07:13,  1.19it/s]
      12/80      0.94G      1.099      1.838     0.9039      1.307         12        640:   1%|          | 6/519 [00:05<05:29,  1.56it/s]
      12/80      0.94G      1.086      1.784     0.8527      1.296          7        640:   1%|          | 6/519 [00:05<05:29,  1.56it/s]
      12/80      0.94G      1.086      1.784     0.8527      1.296          7        640:   1%|▏         | 7/519 [00:05<04:16,  2.00it/s]
      12/80      0.94G      1.097      2.122     0.8627      1.304          5        640:   1%|▏         | 7/519 [00:05<04:16,  2.00it/s]
      12/80      0.94G      1.097      2.122     0.8627      1.304          5        640:   2%|▏         | 8/519 [00:05<03:36,  2.36it/s]
      12/80      0.94G        1.1      2.145     0.8548      1.304         13        640:   2%|▏         | 8/519 [00:06<03:36,  2.36it/s]
      12/80      0.94G        1.1      2.145     0.8548      1.304         13        640:   2%|▏         | 9/519 [00:06<04:23,  1.94it/s]
      12/80      0.94G      1.072      2.117      0.842      1.294          9        640:   2%|▏         | 9/519 [00:06<04:23,  1.94it/s]
      12/80      0.94G      1.072      2.117      0.842      1.294          9        640:   2%|▏         | 10/519 [00:06<03:40,  2.31it/s]
      12/80      0.94G      1.101      2.148     0.8687      1.303          7        640:   2%|▏         | 10/519 [00:06<03:40,  2.31it/s]
      12/80      0.94G      1.101      2.148     0.8687      1.303          7        640:   2%|▏         | 11/519 [00:06<03:09,  2.68it/s]
      12/80      0.94G      1.095      2.099     0.8491      1.293         15        640:   2%|▏         | 11/519 [00:07<03:09,  2.68it/s]
      12/80      0.94G      1.095      2.099     0.8491      1.293         15        640:   2%|▏         | 12/519 [00:07<02:50,  2.97it/s]
      12/80      0.94G      1.095      2.061     0.8297      1.297         13        640:   2%|▏         | 12/519 [00:07<02:50,  2.97it/s]
      12/80      0.94G      1.095      2.061     0.8297      1.297         13        640:   3%|▎         | 13/519 [00:07<04:02,  2.08it/s]
      12/80      0.94G       1.09      2.032     0.8177      1.292         10        640:   3%|▎         | 13/519 [00:08<04:02,  2.08it/s]
      12/80      0.94G       1.09      2.032     0.8177      1.292         10        640:   3%|▎         | 14/519 [00:08<03:58,  2.12it/s]
      12/80      0.94G       1.12       2.06     0.8362      1.357          6        640:   3%|▎         | 14/519 [00:08<03:58,  2.12it/s]
      12/80      0.94G       1.12       2.06     0.8362      1.357          6        640:   3%|▎         | 15/519 [00:08<03:16,  2.57it/s]
      12/80      0.94G      1.105      2.016     0.8178      1.334          8        640:   3%|▎         | 15/519 [00:08<03:16,  2.57it/s]
      12/80      0.94G      1.105      2.016     0.8178      1.334          8        640:   3%|▎         | 16/519 [00:08<03:07,  2.68it/s]
      12/80      0.94G      1.118      1.997     0.8217      1.333          9        640:   3%|▎         | 16/519 [00:09<03:07,  2.68it/s]
      12/80      0.94G      1.118      1.997     0.8217      1.333          9        640:   3%|▎         | 17/519 [00:09<04:06,  2.04it/s]
      12/80      0.94G       1.11      1.968     0.8257       1.33          7        640:   3%|▎         | 17/519 [00:11<04:06,  2.04it/s]
      12/80      0.94G       1.11      1.968     0.8257       1.33          7        640:   3%|▎         | 18/519 [00:11<06:34,  1.27it/s]
      12/80      0.94G      1.101      1.978     0.8248      1.322         13        640:   3%|▎         | 18/519 [00:11<06:34,  1.27it/s]
      12/80      0.94G      1.101      1.978     0.8248      1.322         13        640:   4%|▎         | 19/519 [00:11<05:14,  1.59it/s]
      12/80      0.94G        1.1      1.945     0.8146      1.318          9        640:   4%|▎         | 19/519 [00:11<05:14,  1.59it/s]
      12/80      0.94G        1.1      1.945     0.8146      1.318          9        640:   4%|▍         | 20/519 [00:11<04:16,  1.94it/s]
      12/80      0.94G      1.095      1.976     0.8199      1.316         12        640:   4%|▍         | 20/519 [00:11<04:16,  1.94it/s]
      12/80      0.94G      1.095      1.976     0.8199      1.316         12        640:   4%|▍         | 21/519 [00:11<03:39,  2.27it/s]
      12/80      0.94G      1.072      1.933     0.8044      1.301          9        640:   4%|▍         | 21/519 [00:13<03:39,  2.27it/s]
      12/80      0.94G      1.072      1.933     0.8044      1.301          9        640:   4%|▍         | 22/519 [00:13<05:52,  1.41it/s]
      12/80      0.94G      1.086      1.949     0.8151      1.314          7        640:   4%|▍         | 22/519 [00:13<05:52,  1.41it/s]
      12/80      0.94G      1.086      1.949     0.8151      1.314          7        640:   4%|▍         | 23/519 [00:13<04:47,  1.73it/s]
      12/80      0.94G      1.083      1.948      0.809      1.309         11        640:   4%|▍         | 23/519 [00:13<04:47,  1.73it/s]
      12/80      0.94G      1.083      1.948      0.809      1.309         11        640:   5%|▍         | 24/519 [00:13<03:52,  2.13it/s]
      12/80      0.94G        1.1      1.971     0.8179       1.32         11        640:   5%|▍         | 24/519 [00:14<03:52,  2.13it/s]
      12/80      0.94G        1.1      1.971     0.8179       1.32         11        640:   5%|▍         | 25/519 [00:14<03:21,  2.46it/s]
      12/80      0.94G      1.117      1.964     0.8408      1.323          6        640:   5%|▍         | 25/519 [00:15<03:21,  2.46it/s]
      12/80      0.94G      1.117      1.964     0.8408      1.323          6        640:   5%|▌         | 26/519 [00:15<05:29,  1.50it/s]
      12/80      0.94G       1.12      1.954     0.8318      1.319         10        640:   5%|▌         | 26/519 [00:15<05:29,  1.50it/s]
      12/80      0.94G      1.111       1.95     0.8426      1.316         10        640:   5%|▌         | 26/519 [00:15<05:29,  1.50it/s]
      12/80      0.94G      1.111       1.95     0.8426      1.316         10        640:   5%|▌         | 28/519 [00:15<03:34,  2.29it/s]
      12/80      0.94G       1.11      1.944      0.838       1.31         15        640:   5%|▌         | 28/519 [00:15<03:34,  2.29it/s]
      12/80      0.94G       1.11      1.944      0.838       1.31         15        640:   6%|▌         | 29/519 [00:15<03:07,  2.62it/s]
      12/80      0.94G      1.114      1.959     0.8418      1.316         11        640:   6%|▌         | 29/519 [00:16<03:07,  2.62it/s]
      12/80      0.94G      1.114      1.959     0.8418      1.316         11        640:   6%|▌         | 30/519 [00:16<04:38,  1.76it/s]
      12/80      0.94G      1.121      1.962     0.8434      1.314         13        640:   6%|▌         | 30/519 [00:17<04:38,  1.76it/s]
      12/80      0.94G      1.121      1.962     0.8434      1.314         13        640:   6%|▌         | 31/519 [00:17<03:52,  2.10it/s]
      12/80      0.94G      1.127      1.951     0.8456      1.324          8        640:   6%|▌         | 31/519 [00:17<03:52,  2.10it/s]
      12/80      0.94G      1.127      1.951     0.8456      1.324          8        640:   6%|▌         | 32/519 [00:17<03:24,  2.38it/s]
      12/80      0.94G      1.132      1.961     0.8485      1.325         10        640:   6%|▌         | 32/519 [00:17<03:24,  2.38it/s]
      12/80      0.94G      1.132      1.961     0.8485      1.325         10        640:   6%|▋         | 33/519 [00:17<03:11,  2.54it/s]
      12/80      0.94G      1.134      1.961     0.8516      1.327         10        640:   6%|▋         | 33/519 [00:18<03:11,  2.54it/s]
      12/80      0.94G      1.134      1.961     0.8516      1.327         10        640:   7%|▋         | 34/519 [00:18<04:58,  1.62it/s]
      12/80      0.94G      1.143      1.967     0.8559      1.335          9        640:   7%|▋         | 34/519 [00:19<04:58,  1.62it/s]
      12/80      0.94G      1.143      1.967     0.8559      1.335          9        640:   7%|▋         | 35/519 [00:19<04:01,  2.01it/s]
      12/80      0.94G      1.138      1.967     0.8545      1.332          9        640:   7%|▋         | 35/519 [00:19<04:01,  2.01it/s]
      12/80      0.94G      1.138      1.967     0.8545      1.332          9        640:   7%|▋         | 36/519 [00:19<03:15,  2.47it/s]
      12/80      0.94G      1.135      1.956     0.8497      1.328         13        640:   7%|▋         | 36/519 [00:19<03:15,  2.47it/s]
      12/80      0.94G      1.135      1.956     0.8497      1.328         13        640:   7%|▋         | 37/519 [00:19<02:49,  2.84it/s]
      12/80      0.94G      1.135       1.95     0.8438      1.333          9        640:   7%|▋         | 37/519 [00:20<02:49,  2.84it/s]
      12/80      0.94G      1.135       1.95     0.8438      1.333          9        640:   7%|▋         | 38/519 [00:20<04:14,  1.89it/s]
      12/80      0.94G      1.138      1.939     0.8407      1.333         10        640:   7%|▋         | 38/519 [00:20<04:14,  1.89it/s]
      12/80      0.94G      1.138      1.939     0.8407      1.333         10        640:   8%|▊         | 39/519 [00:20<03:28,  2.31it/s]
      12/80      0.94G      1.132      1.924     0.8372      1.332         14        640:   8%|▊         | 39/519 [00:20<03:28,  2.31it/s]
      12/80      0.94G      1.132      1.924     0.8372      1.332         14        640:   8%|▊         | 40/519 [00:20<02:48,  2.84it/s]
      12/80      0.94G      1.129      1.911      0.835      1.327         10        640:   8%|▊         | 40/519 [00:21<02:48,  2.84it/s]
      12/80      0.94G      1.129      1.911      0.835      1.327         10        640:   8%|▊         | 41/519 [00:21<02:34,  3.09it/s]
      12/80      0.94G      1.129      1.902     0.8298      1.326         10        640:   8%|▊         | 41/519 [00:22<02:34,  3.09it/s]
      12/80      0.94G      1.129      1.902     0.8298      1.326         10        640:   8%|▊         | 42/519 [00:22<03:52,  2.05it/s]
      12/80      0.94G      1.127      1.901     0.8247      1.327          9        640:   8%|▊         | 42/519 [00:22<03:52,  2.05it/s]
      12/80      0.94G      1.127      1.901     0.8247      1.327          9        640:   8%|▊         | 43/519 [00:22<03:21,  2.36it/s]
      12/80      0.94G      1.123      1.891     0.8257      1.322         12        640:   8%|▊         | 43/519 [00:22<03:21,  2.36it/s]
      12/80      0.94G      1.123      1.891     0.8257      1.322         12        640:   8%|▊         | 44/519 [00:22<02:45,  2.87it/s]
      12/80      0.94G      1.117      1.882     0.8205      1.317         16        640:   8%|▊         | 44/519 [00:22<02:45,  2.87it/s]
      12/80      0.94G      1.117      1.882     0.8205      1.317         16        640:   9%|▊         | 45/519 [00:22<02:30,  3.14it/s]
      12/80      0.94G       1.12      1.882      0.822      1.317         10        640:   9%|▊         | 45/519 [00:24<02:30,  3.14it/s]
      12/80      0.94G       1.12      1.882      0.822      1.317         10        640:   9%|▉         | 46/519 [00:24<04:53,  1.61it/s]
      12/80      0.94G      1.123      1.879     0.8193      1.319          9        640:   9%|▉         | 46/519 [00:24<04:53,  1.61it/s]
      12/80      0.94G      1.123      1.879     0.8193      1.319          9        640:   9%|▉         | 47/519 [00:24<03:53,  2.02it/s]
      12/80      0.94G      1.129      1.884     0.8217      1.324         12        640:   9%|▉         | 47/519 [00:24<03:53,  2.02it/s]
      12/80      0.94G      1.129      1.884     0.8217      1.324         12        640:   9%|▉         | 48/519 [00:24<03:18,  2.37it/s]
      12/80      0.94G      1.124      1.888     0.8203      1.324          7        640:   9%|▉         | 48/519 [00:24<03:18,  2.37it/s]
      12/80      0.94G      1.124      1.888     0.8203      1.324          7        640:   9%|▉         | 49/519 [00:24<03:07,  2.50it/s]
      12/80      0.94G      1.131      1.889     0.8232      1.326         11        640:   9%|▉         | 49/519 [00:25<03:07,  2.50it/s]
      12/80      0.94G      1.131      1.889     0.8232      1.326         11        640:  10%|▉         | 50/519 [00:25<03:55,  1.99it/s]
      12/80      0.94G      1.131      1.883     0.8214      1.326          9        640:  10%|▉         | 50/519 [00:25<03:55,  1.99it/s]
      12/80      0.94G      1.131      1.883     0.8214      1.326          9        640:  10%|▉         | 51/519 [00:25<03:25,  2.27it/s]
      12/80      0.94G      1.133      1.884     0.8266      1.331          8        640:  10%|▉         | 51/519 [00:26<03:25,  2.27it/s]
      12/80      0.94G      1.133      1.884     0.8266      1.331          8        640:  10%|█         | 52/519 [00:26<02:52,  2.71it/s]
      12/80      0.94G       1.13      1.878     0.8237      1.327          8        640:  10%|█         | 52/519 [00:26<02:52,  2.71it/s]
      12/80      0.94G       1.13      1.878     0.8237      1.327          8        640:  10%|█         | 53/519 [00:26<02:28,  3.13it/s]
      12/80      0.94G       1.13      1.881     0.8235      1.326         10        640:  10%|█         | 53/519 [00:26<02:28,  3.13it/s]
      12/80      0.94G       1.13      1.881     0.8235      1.326         10        640:  10%|█         | 54/519 [00:26<03:03,  2.54it/s]
      12/80      0.94G      1.127      1.878     0.8195      1.324         14        640:  10%|█         | 54/519 [00:27<03:03,  2.54it/s]
      12/80      0.94G      1.127      1.878     0.8195      1.324         14        640:  11%|█         | 55/519 [00:27<02:35,  2.99it/s]
      12/80      0.94G      1.124      1.873     0.8162      1.322         15        640:  11%|█         | 55/519 [00:28<02:35,  2.99it/s]
      12/80      0.94G      1.124      1.873     0.8162      1.322         15        640:  11%|█         | 56/519 [00:28<04:00,  1.93it/s]
      12/80      0.94G      1.123      1.872      0.813      1.319         10        640:  11%|█         | 56/519 [00:28<04:00,  1.93it/s]
      12/80      0.94G      1.123      1.872      0.813      1.319         10        640:  11%|█         | 57/519 [00:28<03:11,  2.41it/s]
      12/80      0.94G      1.124      1.877     0.8131      1.317         12        640:  11%|█         | 57/519 [00:28<03:11,  2.41it/s]
      12/80      0.94G      1.124      1.877     0.8131      1.317         12        640:  11%|█         | 58/519 [00:28<03:48,  2.02it/s]
      12/80      0.94G      1.124      1.872     0.8151      1.319          9        640:  11%|█         | 58/519 [00:29<03:48,  2.02it/s]
      12/80      0.94G      1.124      1.872     0.8151      1.319          9        640:  11%|█▏        | 59/519 [00:29<03:21,  2.28it/s]
      12/80      0.94G      1.135      1.896     0.8338      1.329          9        640:  11%|█▏        | 59/519 [00:29<03:21,  2.28it/s]
      12/80      0.94G      1.135      1.896     0.8338      1.329          9        640:  12%|█▏        | 60/519 [00:29<03:15,  2.34it/s]
      12/80      0.94G      1.135      1.896     0.8302      1.328         12        640:  12%|█▏        | 60/519 [00:29<03:15,  2.34it/s]
      12/80      0.94G      1.135      1.896     0.8302      1.328         12        640:  12%|█▏        | 61/519 [00:29<02:52,  2.65it/s]
      12/80      0.94G      1.133      1.895       0.83      1.325         10        640:  12%|█▏        | 61/519 [00:30<02:52,  2.65it/s]
      12/80      0.94G      1.133      1.895       0.83      1.325         10        640:  12%|█▏        | 62/519 [00:30<04:04,  1.87it/s]
      12/80      0.94G       1.13       1.89     0.8293      1.324         10        640:  12%|█▏        | 62/519 [00:31<04:04,  1.87it/s]
      12/80      0.94G       1.13       1.89     0.8293      1.324         10        640:  12%|█▏        | 63/519 [00:31<03:26,  2.20it/s]
      12/80      0.94G      1.126      1.882     0.8257       1.32         15        640:  12%|█▏        | 63/519 [00:31<03:26,  2.20it/s]
      12/80      0.94G      1.126      1.882     0.8257       1.32         15        640:  12%|█▏        | 64/519 [00:31<02:58,  2.55it/s]
      12/80      0.94G      1.128      1.883     0.8268      1.321         13        640:  12%|█▏        | 64/519 [00:31<02:58,  2.55it/s]
      12/80      0.94G      1.128      1.883     0.8268      1.321         13        640:  13%|█▎        | 65/519 [00:31<02:38,  2.87it/s]
      12/80      0.94G      1.128      1.884     0.8256      1.324          6        640:  13%|█▎        | 65/519 [00:32<02:38,  2.87it/s]
      12/80      0.94G      1.128      1.884     0.8256      1.324          6        640:  13%|█▎        | 66/519 [00:32<04:47,  1.57it/s]
      12/80      0.94G      1.125      1.879     0.8257      1.324          7        640:  13%|█▎        | 66/519 [00:33<04:47,  1.57it/s]
      12/80      0.94G      1.125      1.879     0.8257      1.324          7        640:  13%|█▎        | 67/519 [00:33<03:50,  1.96it/s]
      12/80      0.94G      1.127      1.872     0.8289      1.323          9        640:  13%|█▎        | 67/519 [00:33<03:50,  1.96it/s]
      12/80      0.94G      1.127      1.872     0.8289      1.323          9        640:  13%|█▎        | 68/519 [00:33<03:14,  2.32it/s]
      12/80      0.94G      1.126      1.868     0.8288      1.322          7        640:  13%|█▎        | 68/519 [00:33<03:14,  2.32it/s]
      12/80      0.94G      1.126      1.868     0.8288      1.322          7        640:  13%|█▎        | 69/519 [00:33<02:49,  2.66it/s]
      12/80      0.94G      1.125      1.866     0.8275      1.318         16        640:  13%|█▎        | 69/519 [00:34<02:49,  2.66it/s]
      12/80      0.94G      1.125      1.866     0.8275      1.318         16        640:  13%|█▎        | 70/519 [00:34<03:41,  2.03it/s]
      12/80      0.94G      1.127      1.861     0.8269       1.32          9        640:  13%|█▎        | 70/519 [00:34<03:41,  2.03it/s]
      12/80      0.94G      1.127      1.861     0.8269       1.32          9        640:  14%|█▎        | 71/519 [00:34<03:06,  2.40it/s]
      12/80      0.94G      1.129      1.858     0.8269      1.321         13        640:  14%|█▎        | 71/519 [00:34<03:06,  2.40it/s]
      12/80      0.94G      1.129      1.858     0.8269      1.321         13        640:  14%|█▍        | 72/519 [00:34<02:40,  2.78it/s]
      12/80      0.94G      1.123      1.854     0.8256      1.317         12        640:  14%|█▍        | 72/519 [00:34<02:40,  2.78it/s]
      12/80      0.94G      1.123      1.854     0.8256      1.317         12        640:  14%|█▍        | 73/519 [00:34<02:17,  3.24it/s]
      12/80      0.94G      1.121      1.853     0.8257      1.316         13        640:  14%|█▍        | 73/519 [00:35<02:17,  3.24it/s]
      12/80      0.94G      1.121      1.853     0.8257      1.316         13        640:  14%|█▍        | 74/519 [00:35<03:24,  2.18it/s]
      12/80      0.94G      1.121      1.855     0.8232      1.318          8        640:  14%|█▍        | 74/519 [00:35<03:24,  2.18it/s]
      12/80      0.94G      1.121      1.855     0.8232      1.318          8        640:  14%|█▍        | 75/519 [00:35<02:52,  2.58it/s]
      12/80      0.94G      1.119       1.85     0.8204      1.316          9        640:  14%|█▍        | 75/519 [00:36<02:52,  2.58it/s]
      12/80      0.94G      1.119       1.85     0.8204      1.316          9        640:  15%|█▍        | 76/519 [00:36<02:31,  2.92it/s]
      12/80      0.94G      1.115      1.848     0.8184      1.312         11        640:  15%|█▍        | 76/519 [00:36<02:31,  2.92it/s]
      12/80      0.94G      1.115      1.848     0.8184      1.312         11        640:  15%|█▍        | 77/519 [00:36<02:17,  3.21it/s]
      12/80      0.94G      1.116      1.847     0.8177      1.311         12        640:  15%|█▍        | 77/519 [00:37<02:17,  3.21it/s]
      12/80      0.94G      1.116      1.847     0.8177      1.311         12        640:  15%|█▌        | 78/519 [00:37<04:09,  1.77it/s]
      12/80      0.94G      1.117      1.838     0.8166      1.311          8        640:  15%|█▌        | 78/519 [00:37<04:09,  1.77it/s]
      12/80      0.94G      1.117      1.838     0.8166      1.311          8        640:  15%|█▌        | 79/519 [00:37<03:23,  2.16it/s]
      12/80      0.94G      1.121      1.837      0.819      1.313          6        640:  15%|█▌        | 79/519 [00:38<03:23,  2.16it/s]
      12/80      0.94G      1.121      1.837      0.819      1.313          6        640:  15%|█▌        | 80/519 [00:38<03:02,  2.41it/s]
      12/80      0.94G      1.122      1.831     0.8176      1.311         13        640:  15%|█▌        | 80/519 [00:38<03:02,  2.41it/s]
      12/80      0.94G      1.122      1.831     0.8176      1.311         13        640:  16%|█▌        | 81/519 [00:38<02:39,  2.74it/s]
      12/80      0.94G      1.119       1.83     0.8173      1.309         12        640:  16%|█▌        | 81/519 [00:39<02:39,  2.74it/s]
      12/80      0.94G      1.119       1.83     0.8173      1.309         12        640:  16%|█▌        | 82/519 [00:39<04:46,  1.53it/s]
      12/80      0.94G      1.117      1.823     0.8142      1.307         13        640:  16%|█▌        | 82/519 [00:39<04:46,  1.53it/s]
      12/80      0.94G      1.117      1.823     0.8142      1.307         13        640:  16%|█▌        | 83/519 [00:39<03:43,  1.95it/s]
      12/80      0.94G      1.119      1.824      0.817      1.311          9        640:  16%|█▌        | 83/519 [00:40<03:43,  1.95it/s]
      12/80      0.94G      1.119      1.824      0.817      1.311          9        640:  16%|█▌        | 84/519 [00:40<03:02,  2.38it/s]
      12/80      0.94G      1.118      1.825     0.8194       1.31         11        640:  16%|█▌        | 84/519 [00:40<03:02,  2.38it/s]
      12/80      0.94G      1.118      1.825     0.8194       1.31         11        640:  16%|█▋        | 85/519 [00:40<02:36,  2.78it/s]
      12/80      0.94G      1.116      1.821     0.8199      1.308          9        640:  16%|█▋        | 85/519 [00:41<02:36,  2.78it/s]
      12/80      0.94G      1.116      1.821     0.8199      1.308          9        640:  17%|█▋        | 86/519 [00:41<04:15,  1.69it/s]
      12/80      0.94G      1.112      1.815     0.8162      1.305          8        640:  17%|█▋        | 86/519 [00:41<04:15,  1.69it/s]
      12/80      0.94G      1.112      1.815     0.8162      1.305          8        640:  17%|█▋        | 87/519 [00:41<03:31,  2.04it/s]
      12/80      0.94G      1.111      1.815     0.8132      1.305         10        640:  17%|█▋        | 87/519 [00:41<03:31,  2.04it/s]
      12/80      0.94G      1.111      1.815     0.8132      1.305         10        640:  17%|█▋        | 88/519 [00:41<02:56,  2.44it/s]
      12/80      0.94G      1.113      1.824     0.8154      1.307          9        640:  17%|█▋        | 88/519 [00:42<02:56,  2.44it/s]
      12/80      0.94G      1.113      1.824     0.8154      1.307          9        640:  17%|█▋        | 89/519 [00:42<02:35,  2.76it/s]
      12/80      0.94G      1.115      1.822     0.8148      1.306          7        640:  17%|█▋        | 89/519 [00:43<02:35,  2.76it/s]
      12/80      0.94G      1.115      1.822     0.8148      1.306          7        640:  17%|█▋        | 90/519 [00:43<04:29,  1.59it/s]
      12/80      0.94G       1.12      1.825     0.8166       1.31         11        640:  17%|█▋        | 90/519 [00:43<04:29,  1.59it/s]
      12/80      0.94G       1.12      1.825     0.8166       1.31         11        640:  18%|█▊        | 91/519 [00:43<03:38,  1.96it/s]
      12/80      0.94G      1.126      1.827     0.8214      1.315         12        640:  18%|█▊        | 91/519 [00:43<03:38,  1.96it/s]
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      12/80      0.94G      1.099      1.802     0.8213      1.318         12        640:  91%|█████████ | 472/519 [03:36<00:20,  2.27it/s]
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      12/80      0.94G      1.099      1.801     0.8209      1.317         10        640:  91%|█████████ | 473/519 [03:37<00:17,  2.60it/s]
      12/80      0.94G      1.099      1.801     0.8209      1.317         10        640:  91%|█████████▏| 474/519 [03:37<00:25,  1.78it/s]
      12/80      0.94G      1.099      1.802      0.821      1.317         11        640:  91%|█████████▏| 474/519 [03:37<00:25,  1.78it/s]
      12/80      0.94G      1.099      1.802      0.821      1.317         11        640:  92%|█████████▏| 475/519 [03:37<00:20,  2.18it/s]
      12/80      0.94G        1.1      1.803     0.8216      1.318         10        640:  92%|█████████▏| 475/519 [03:37<00:20,  2.18it/s]
      12/80      0.94G        1.1      1.803     0.8216      1.318         10        640:  92%|█████████▏| 476/519 [03:37<00:18,  2.33it/s]
      12/80      0.94G      1.099      1.802      0.821      1.317         10        640:  92%|█████████▏| 476/519 [03:38<00:18,  2.33it/s]
      12/80      0.94G      1.099      1.802      0.821      1.317         10        640:  92%|█████████▏| 477/519 [03:38<00:15,  2.72it/s]
      12/80      0.94G      1.099      1.802     0.8209      1.318          9        640:  92%|█████████▏| 477/519 [03:39<00:15,  2.72it/s]
      12/80      0.94G      1.099      1.802     0.8209      1.318          9        640:  92%|█████████▏| 478/519 [03:39<00:29,  1.38it/s]
      12/80      0.94G        1.1      1.807      0.821      1.319          7        640:  92%|█████████▏| 478/519 [03:39<00:29,  1.38it/s]
      12/80      0.94G        1.1      1.807      0.821      1.319          7        640:  92%|█████████▏| 479/519 [03:39<00:23,  1.71it/s]
      12/80      0.94G        1.1      1.807     0.8207      1.319          9        640:  92%|█████████▏| 479/519 [03:40<00:23,  1.71it/s]
      12/80      0.94G        1.1      1.807     0.8207      1.319          9        640:  92%|█████████▏| 480/519 [03:40<00:19,  2.03it/s]
      12/80      0.94G      1.101      1.807     0.8209      1.319          8        640:  92%|█████████▏| 480/519 [03:40<00:19,  2.03it/s]
      12/80      0.94G      1.101      1.807     0.8209      1.319          8        640:  93%|█████████▎| 481/519 [03:40<00:16,  2.31it/s]
      12/80      0.94G        1.1      1.807     0.8207      1.319          6        640:  93%|█████████▎| 481/519 [03:41<00:16,  2.31it/s]
      12/80      0.94G        1.1      1.807     0.8207      1.319          6        640:  93%|█████████▎| 482/519 [03:41<00:24,  1.51it/s]
      12/80      0.94G        1.1      1.806     0.8209      1.319         10        640:  93%|█████████▎| 482/519 [03:41<00:24,  1.51it/s]
      12/80      0.94G        1.1      1.806     0.8209      1.319         10        640:  93%|█████████▎| 483/519 [03:41<00:19,  1.84it/s]
      12/80      0.94G      1.099      1.805     0.8203      1.318         11        640:  93%|█████████▎| 483/519 [03:42<00:19,  1.84it/s]
      12/80      0.94G      1.099      1.805     0.8203      1.318         11        640:  93%|█████████▎| 484/519 [03:42<00:15,  2.28it/s]
      12/80      0.94G      1.099      1.805     0.8203      1.318          8        640:  93%|█████████▎| 484/519 [03:42<00:15,  2.28it/s]
      12/80      0.94G      1.099      1.805     0.8203      1.318          8        640:  93%|█████████▎| 485/519 [03:42<00:12,  2.68it/s]
      12/80      0.94G      1.099      1.805     0.8199      1.318         16        640:  93%|█████████▎| 485/519 [03:42<00:12,  2.68it/s]
      12/80      0.94G      1.099      1.805     0.8199      1.318         16        640:  94%|█████████▎| 486/519 [03:42<00:14,  2.22it/s]
      12/80      0.94G      1.099      1.805     0.8199      1.318         15        640:  94%|█████████▎| 486/519 [03:43<00:14,  2.22it/s]
      12/80      0.94G      1.099      1.805     0.8199      1.318         15        640:  94%|█████████▍| 487/519 [03:43<00:12,  2.49it/s]
      12/80      0.94G      1.098      1.805     0.8197      1.317          8        640:  94%|█████████▍| 487/519 [03:43<00:12,  2.49it/s]
      12/80      0.94G      1.098      1.805     0.8197      1.317          8        640:  94%|█████████▍| 488/519 [03:43<00:13,  2.27it/s]
      12/80      0.94G      1.098      1.804     0.8194      1.317         11        640:  94%|█████████▍| 488/519 [03:44<00:13,  2.27it/s]
      12/80      0.94G      1.098      1.804     0.8194      1.317         11        640:  94%|█████████▍| 489/519 [03:44<00:11,  2.59it/s]
      12/80      0.94G      1.098      1.804     0.8191      1.317         12        640:  94%|█████████▍| 489/519 [03:45<00:11,  2.59it/s]
      12/80      0.94G      1.098      1.804     0.8191      1.317         12        640:  94%|█████████▍| 490/519 [03:45<00:19,  1.48it/s]
      12/80      0.94G      1.097      1.803     0.8185      1.316          7        640:  94%|█████████▍| 490/519 [03:45<00:19,  1.48it/s]
      12/80      0.94G      1.097      1.803     0.8185      1.316          7        640:  95%|█████████▍| 491/519 [03:45<00:15,  1.81it/s]
      12/80      0.94G      1.097      1.803     0.8188      1.317          9        640:  95%|█████████▍| 491/519 [03:45<00:15,  1.81it/s]
      12/80      0.94G      1.097      1.803     0.8188      1.317          9        640:  95%|█████████▍| 492/519 [03:45<00:12,  2.18it/s]
      12/80      0.94G      1.098      1.805     0.8187      1.317         11        640:  95%|█████████▍| 492/519 [03:46<00:12,  2.18it/s]
      12/80      0.94G      1.098      1.805     0.8187      1.317         11        640:  95%|█████████▍| 493/519 [03:46<00:10,  2.52it/s]
      12/80      0.94G      1.098      1.805     0.8191      1.317         13        640:  95%|█████████▍| 493/519 [03:46<00:10,  2.52it/s]
      12/80      0.94G      1.098      1.805     0.8191      1.317         13        640:  95%|█████████▌| 494/519 [03:46<00:12,  2.08it/s]
      12/80      0.94G      1.098      1.805     0.8192      1.317         10        640:  95%|█████████▌| 494/519 [03:47<00:12,  2.08it/s]
      12/80      0.94G      1.098      1.805     0.8192      1.317         10        640:  95%|█████████▌| 495/519 [03:47<00:09,  2.51it/s]
      12/80      0.94G      1.098      1.804     0.8193      1.317         13        640:  95%|█████████▌| 495/519 [03:47<00:09,  2.51it/s]
      12/80      0.94G      1.098      1.804     0.8193      1.317         13        640:  96%|█████████▌| 496/519 [03:47<00:08,  2.65it/s]
      12/80      0.94G      1.099      1.805     0.8191      1.317         14        640:  96%|█████████▌| 496/519 [03:47<00:08,  2.65it/s]
      12/80      0.94G      1.099      1.805     0.8191      1.317         14        640:  96%|█████████▌| 497/519 [03:47<00:07,  2.84it/s]
      12/80      0.94G      1.099      1.804     0.8189      1.317         12        640:  96%|█████████▌| 497/519 [03:48<00:07,  2.84it/s]
      12/80      0.94G      1.099      1.804     0.8189      1.317         12        640:  96%|█████████▌| 498/519 [03:48<00:12,  1.64it/s]
      12/80      0.94G      1.099      1.805     0.8192      1.317          9        640:  96%|█████████▌| 498/519 [03:49<00:12,  1.64it/s]
      12/80      0.94G      1.099      1.805     0.8192      1.317          9        640:  96%|█████████▌| 499/519 [03:49<00:09,  2.06it/s]
      12/80      0.94G      1.099      1.804     0.8196      1.317          9        640:  96%|█████████▌| 499/519 [03:49<00:09,  2.06it/s]
      12/80      0.94G      1.099      1.804     0.8196      1.317          9        640:  96%|█████████▋| 500/519 [03:49<00:07,  2.60it/s]
      12/80      0.94G      1.099      1.805     0.8196      1.317          9        640:  96%|█████████▋| 500/519 [03:49<00:07,  2.60it/s]
      12/80      0.94G      1.099      1.805     0.8196      1.317          9        640:  97%|█████████▋| 501/519 [03:49<00:06,  2.84it/s]
      12/80      0.94G      1.099      1.805     0.8194      1.317          7        640:  97%|█████████▋| 501/519 [03:50<00:06,  2.84it/s]
      12/80      0.94G      1.099      1.805     0.8194      1.317          7        640:  97%|█████████▋| 502/519 [03:50<00:07,  2.15it/s]
      12/80      0.94G      1.099      1.804       0.82      1.317         10        640:  97%|█████████▋| 502/519 [03:50<00:07,  2.15it/s]
      12/80      0.94G      1.099      1.804       0.82      1.317         10        640:  97%|█████████▋| 503/519 [03:50<00:06,  2.46it/s]
      12/80      0.94G      1.099      1.805     0.8201      1.316         10        640:  97%|█████████▋| 503/519 [03:50<00:06,  2.46it/s]
      12/80      0.94G      1.099      1.805     0.8201      1.316         10        640:  97%|█████████▋| 504/519 [03:50<00:06,  2.28it/s]
      12/80      0.94G      1.098      1.803     0.8197      1.316          9        640:  97%|█████████▋| 504/519 [03:51<00:06,  2.28it/s]
      12/80      0.94G      1.098      1.803     0.8197      1.316          9        640:  97%|█████████▋| 505/519 [03:51<00:05,  2.70it/s]
      12/80      0.94G      1.098      1.803     0.8195      1.316          9        640:  97%|█████████▋| 505/519 [03:52<00:05,  2.70it/s]
      12/80      0.94G      1.098      1.803     0.8195      1.316          9        640:  97%|█████████▋| 506/519 [03:52<00:06,  1.91it/s]
      12/80      0.94G      1.098      1.802     0.8189      1.316         13        640:  97%|█████████▋| 506/519 [03:52<00:06,  1.91it/s]
      12/80      0.94G      1.098      1.802     0.8189      1.316         13        640:  98%|█████████▊| 507/519 [03:52<00:05,  2.35it/s]
      12/80      0.94G      1.098      1.802     0.8185      1.316         13        640:  98%|█████████▊| 507/519 [03:52<00:05,  2.35it/s]
      12/80      0.94G      1.098      1.802     0.8185      1.316         13        640:  98%|█████████▊| 508/519 [03:52<00:03,  2.84it/s]
      12/80      0.94G      1.098      1.801      0.818      1.316          9        640:  98%|█████████▊| 508/519 [03:52<00:03,  2.84it/s]
      12/80      0.94G      1.098      1.801      0.818      1.316          9        640:  98%|█████████▊| 509/519 [03:52<00:03,  3.07it/s]
      12/80      0.94G      1.097        1.8     0.8178      1.316          7        640:  98%|█████████▊| 509/519 [03:53<00:03,  3.07it/s]
      12/80      0.94G      1.097        1.8     0.8178      1.316          7        640:  98%|█████████▊| 510/519 [03:53<00:04,  1.92it/s]
      12/80      0.94G      1.097        1.8     0.8183      1.316         12        640:  98%|█████████▊| 510/519 [03:54<00:04,  1.92it/s]
      12/80      0.94G      1.097        1.8     0.8183      1.316         12        640:  98%|█████████▊| 511/519 [03:54<00:04,  1.93it/s]
      12/80      0.94G      1.097        1.8     0.8179      1.316          9        640:  98%|█████████▊| 511/519 [03:54<00:04,  1.93it/s]
      12/80      0.94G      1.097        1.8     0.8179      1.316          9        640:  99%|█████████▊| 512/519 [03:54<00:03,  2.29it/s]
      12/80      0.94G      1.097        1.8     0.8175      1.316         12        640:  99%|█████████▊| 512/519 [03:54<00:03,  2.29it/s]
      12/80      0.94G      1.097        1.8     0.8175      1.316         12        640:  99%|█████████▉| 513/519 [03:54<00:02,  2.70it/s]
      12/80      0.94G      1.098      1.801     0.8175      1.316         12        640:  99%|█████████▉| 513/519 [03:54<00:02,  2.70it/s]
      12/80      0.94G      1.098      1.801     0.8175      1.316         12        640:  99%|█████████▉| 514/519 [03:54<00:01,  3.10it/s]
      12/80      0.94G      1.098      1.802     0.8185      1.316          7        640:  99%|█████████▉| 514/519 [03:55<00:01,  3.10it/s]
      12/80      0.94G      1.098      1.802     0.8185      1.316          7        640:  99%|█████████▉| 515/519 [03:55<00:01,  2.12it/s]
      12/80      0.94G      1.099      1.801     0.8183      1.317          6        640:  99%|█████████▉| 515/519 [03:55<00:01,  2.12it/s]
      12/80      0.94G      1.099      1.801     0.8183      1.317          6        640:  99%|█████████▉| 516/519 [03:55<00:01,  2.76it/s]
      12/80      0.94G      1.099      1.801      0.818      1.317         12        640:  99%|█████████▉| 516/519 [03:55<00:01,  2.76it/s]
      12/80      0.94G      1.099      1.801      0.818      1.317         12        640: 100%|█████████▉| 517/519 [03:55<00:00,  3.52it/s]
      12/80      0.94G      1.099      1.801     0.8177      1.317         12        640: 100%|█████████▉| 517/519 [03:56<00:00,  3.52it/s]
      12/80      0.94G        1.1      1.801     0.8175      1.318          4        640: 100%|█████████▉| 517/519 [03:56<00:00,  3.52it/s]
      12/80      0.94G        1.1      1.801     0.8175      1.318          4        640: 100%|██████████| 519/519 [03:56<00:00,  4.56it/s]
      12/80      0.94G        1.1      1.801     0.8175      1.318          4        640: 100%|██████████| 519/519 [03:56<00:00,  2.20it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:44,  6.33s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:58,  2.84s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:48,  1.75s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:13,  1.21s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<01:00,  1.01s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:49,  1.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:44,  1.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:40,  1.42it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:34,  1.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:28,  1.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:25,  2.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:23,  2.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:12<00:26,  1.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:26,  1.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:13<00:26,  1.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:24,  2.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:14<00:24,  1.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:23,  1.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:15<00:24,  1.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:26,  1.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:25,  1.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:17<00:25,  1.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  2.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:18<00:18,  2.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:08,  4.42it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:19<00:07,  4.93it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:19<00:06,  5.41it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:19<00:05,  5.88it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:05,  6.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.49it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.82it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:20<00:03,  7.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:20<00:03,  7.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:20<00:03,  7.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:03,  6.51it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:04,  5.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:21<00:03,  6.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:21<00:03,  6.46it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:21<00:03,  6.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:02,  7.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  8.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  7.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:22<00:02,  5.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:22<00:02,  6.55it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  82%|████████▏ | 53/65 [00:22<00:01,  7.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  8.55it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.39it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  92%|█████████▏| 60/65 [00:23<00:00,  9.49it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:23<00:00,  9.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:23<00:00,  9.75it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.08it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.73it/s]
+                   all        519        519      0.894      0.922      0.968      0.677      0.902      0.915      0.967      0.667
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
      13/80      0.94G      1.281      2.515     0.8066      1.285         11        640:   0%|          | 0/519 [00:03<?, ?it/s]
      13/80      0.94G      1.281      2.515     0.8066      1.285         11        640:   0%|          | 1/519 [00:03<28:29,  3.30s/it]
      13/80      0.94G      1.226      1.998     0.7734      1.387          7        640:   0%|          | 1/519 [00:03<28:29,  3.30s/it]
      13/80      0.94G      1.226      1.998     0.7734      1.387          7        640:   0%|          | 2/519 [00:03<13:21,  1.55s/it]
      13/80      0.94G      1.065      1.719     0.7049      1.322         10        640:   0%|          | 2/519 [00:03<13:21,  1.55s/it]
      13/80      0.94G      1.065      1.719     0.7049      1.322         10        640:   1%|          | 3/519 [00:03<08:27,  1.02it/s]
      13/80      0.94G       1.02      1.619     0.6687      1.296         11        640:   1%|          | 3/519 [00:04<08:27,  1.02it/s]
      13/80      0.94G       1.02      1.619     0.6687      1.296         11        640:   1%|          | 4/519 [00:04<06:09,  1.39it/s]
      13/80      0.94G      1.012      1.606     0.7013      1.283          7        640:   1%|          | 4/519 [00:05<06:09,  1.39it/s]
      13/80      0.94G      1.012      1.606     0.7013      1.283          7        640:   1%|          | 5/519 [00:05<08:51,  1.03s/it]
      13/80      0.94G      1.039      1.716     0.7821      1.304          8        640:   1%|          | 5/519 [00:06<08:51,  1.03s/it]
      13/80      0.94G      1.039      1.716     0.7821      1.304          8        640:   1%|          | 6/519 [00:06<06:25,  1.33it/s]
      13/80      0.94G      1.063      1.787     0.8571      1.297         11        640:   1%|          | 6/519 [00:06<06:25,  1.33it/s]
      13/80      0.94G      1.063      1.787     0.8571      1.297         11        640:   1%|▏         | 7/519 [00:06<05:03,  1.69it/s]
      13/80      0.94G       1.04      1.733      0.825      1.265         13        640:   1%|▏         | 7/519 [00:06<05:03,  1.69it/s]
      13/80      0.94G       1.04      1.733      0.825      1.265         13        640:   2%|▏         | 8/519 [00:06<04:14,  2.01it/s]
      13/80      0.94G      1.043      1.748     0.8548      1.276          8        640:   2%|▏         | 8/519 [00:07<04:14,  2.01it/s]
      13/80      0.94G      1.043      1.748     0.8548      1.276          8        640:   2%|▏         | 9/519 [00:07<05:46,  1.47it/s]
      13/80      0.94G      1.073      1.743     0.8669      1.292         11        640:   2%|▏         | 9/519 [00:07<05:46,  1.47it/s]
      13/80      0.94G      1.073      1.743     0.8669      1.292         11        640:   2%|▏         | 10/519 [00:07<04:45,  1.78it/s]
      13/80      0.94G       1.11      1.762     0.8978      1.302          9        640:   2%|▏         | 10/519 [00:08<04:45,  1.78it/s]
      13/80      0.94G       1.11      1.762     0.8978      1.302          9        640:   2%|▏         | 11/519 [00:08<03:51,  2.20it/s]
      13/80      0.94G      1.123      1.767     0.8984      1.305         12        640:   2%|▏         | 11/519 [00:08<03:51,  2.20it/s]
      13/80      0.94G      1.123      1.767     0.8984      1.305         12        640:   2%|▏         | 12/519 [00:08<03:19,  2.54it/s]
      13/80      0.94G      1.122      1.745     0.9049      1.301         11        640:   2%|▏         | 12/519 [00:09<03:19,  2.54it/s]
      13/80      0.94G      1.122      1.745     0.9049      1.301         11        640:   3%|▎         | 13/519 [00:09<05:26,  1.55it/s]
      13/80      0.94G       1.11      1.761     0.8793      1.307          8        640:   3%|▎         | 13/519 [00:09<05:26,  1.55it/s]
      13/80      0.94G       1.11      1.761     0.8793      1.307          8        640:   3%|▎         | 14/519 [00:09<04:16,  1.97it/s]
      13/80      0.94G      1.113      1.743     0.8763       1.31         12        640:   3%|▎         | 14/519 [00:10<04:16,  1.97it/s]
      13/80      0.94G      1.113      1.743     0.8763       1.31         12        640:   3%|▎         | 15/519 [00:10<03:41,  2.28it/s]
      13/80      0.94G       1.11      1.744     0.8725      1.306          9        640:   3%|▎         | 15/519 [00:10<03:41,  2.28it/s]
      13/80      0.94G       1.11      1.744     0.8725      1.306          9        640:   3%|▎         | 16/519 [00:10<03:10,  2.64it/s]
      13/80      0.94G      1.119      1.765     0.8769      1.297         13        640:   3%|▎         | 16/519 [00:10<03:10,  2.64it/s]
      13/80      0.94G      1.119      1.765     0.8769      1.297         13        640:   3%|▎         | 17/519 [00:10<03:45,  2.23it/s]
      13/80      0.94G      1.108      1.749     0.8608      1.297         11        640:   3%|▎         | 17/519 [00:11<03:45,  2.23it/s]
      13/80      0.94G      1.108      1.749     0.8608      1.297         11        640:   3%|▎         | 18/519 [00:11<03:13,  2.59it/s]
      13/80      0.94G      1.106      1.747     0.8526      1.301         11        640:   3%|▎         | 18/519 [00:11<03:13,  2.59it/s]
      13/80      0.94G      1.106      1.747     0.8526      1.301         11        640:   4%|▎         | 19/519 [00:11<02:51,  2.91it/s]
      13/80      0.94G      1.095      1.737     0.8447      1.299          5        640:   4%|▎         | 19/519 [00:11<02:51,  2.91it/s]
      13/80      0.94G      1.095      1.737     0.8447      1.299          5        640:   4%|▍         | 20/519 [00:11<02:32,  3.28it/s]
      13/80      0.94G      1.099      1.728     0.8447      1.314          8        640:   4%|▍         | 20/519 [00:12<02:32,  3.28it/s]
      13/80      0.94G      1.099      1.728     0.8447      1.314          8        640:   4%|▍         | 21/519 [00:12<04:45,  1.74it/s]
      13/80      0.94G      1.117      1.778     0.8619       1.32         11        640:   4%|▍         | 21/519 [00:13<04:45,  1.74it/s]
      13/80      0.94G      1.117      1.778     0.8619       1.32         11        640:   4%|▍         | 22/519 [00:13<03:50,  2.16it/s]
      13/80      0.94G      1.122       1.75      0.859      1.319          7        640:   4%|▍         | 22/519 [00:13<03:50,  2.16it/s]
      13/80      0.94G      1.122       1.75      0.859      1.319          7        640:   4%|▍         | 23/519 [00:13<03:08,  2.62it/s]
      13/80      0.94G      1.123      1.742     0.8669      1.317         11        640:   4%|▍         | 23/519 [00:13<03:08,  2.62it/s]
      13/80      0.94G      1.123      1.742     0.8669      1.317         11        640:   5%|▍         | 24/519 [00:13<02:48,  2.94it/s]
      13/80      0.94G      1.129      1.739     0.8644      1.311         11        640:   5%|▍         | 24/519 [00:15<02:48,  2.94it/s]
      13/80      0.94G      1.129      1.739     0.8644      1.311         11        640:   5%|▍         | 25/519 [00:15<06:10,  1.33it/s]
      13/80      0.94G      1.125      1.724     0.8611      1.303         11        640:   5%|▍         | 25/519 [00:15<06:10,  1.33it/s]
      13/80      0.94G      1.125      1.724     0.8611      1.303         11        640:   5%|▌         | 26/519 [00:15<04:41,  1.75it/s]
      13/80      0.94G      1.122      1.699     0.8509        1.3         10        640:   5%|▌         | 26/519 [00:15<04:41,  1.75it/s]
      13/80      0.94G      1.122      1.699     0.8509        1.3         10        640:   5%|▌         | 27/519 [00:15<03:44,  2.19it/s]
      13/80      0.94G      1.129      1.731     0.8659       1.31         11        640:   5%|▌         | 27/519 [00:15<03:44,  2.19it/s]
      13/80      0.94G      1.129      1.731     0.8659       1.31         11        640:   5%|▌         | 28/519 [00:15<03:07,  2.61it/s]
      13/80      0.94G      1.125      1.758     0.8602      1.306         14        640:   5%|▌         | 28/519 [00:16<03:07,  2.61it/s]
      13/80      0.94G      1.125      1.758     0.8602      1.306         14        640:   6%|▌         | 29/519 [00:16<04:55,  1.66it/s]
      13/80      0.94G      1.122      1.751     0.8596      1.305          6        640:   6%|▌         | 29/519 [00:17<04:55,  1.66it/s]
      13/80      0.94G      1.122      1.751     0.8596      1.305          6        640:   6%|▌         | 30/519 [00:17<03:58,  2.05it/s]
      13/80      0.94G      1.121      1.753     0.8599      1.307         12        640:   6%|▌         | 30/519 [00:17<03:58,  2.05it/s]
      13/80      0.94G      1.121      1.753     0.8599      1.307         12        640:   6%|▌         | 31/519 [00:17<03:13,  2.52it/s]
      13/80      0.94G      1.122      1.752      0.854      1.305         15        640:   6%|▌         | 31/519 [00:17<03:13,  2.52it/s]
      13/80      0.94G      1.122      1.752      0.854      1.305         15        640:   6%|▌         | 32/519 [00:17<02:45,  2.95it/s]
      13/80      0.94G      1.135      1.757     0.8533       1.32          9        640:   6%|▌         | 32/519 [00:18<02:45,  2.95it/s]
      13/80      0.94G      1.135      1.757     0.8533       1.32          9        640:   6%|▋         | 33/519 [00:18<04:49,  1.68it/s]
      13/80      0.94G      1.131      1.747     0.8475      1.315         12        640:   6%|▋         | 33/519 [00:18<04:49,  1.68it/s]
      13/80      0.94G      1.131      1.747     0.8475      1.315         12        640:   7%|▋         | 34/519 [00:18<03:53,  2.08it/s]
      13/80      0.94G      1.139      1.781     0.8613      1.327          6        640:   7%|▋         | 34/519 [00:19<03:53,  2.08it/s]
      13/80      0.94G      1.139      1.781     0.8613      1.327          6        640:   7%|▋         | 35/519 [00:19<03:10,  2.54it/s]
      13/80      0.94G      1.144      1.789     0.8625      1.326         14        640:   7%|▋         | 35/519 [00:19<03:10,  2.54it/s]
      13/80      0.94G      1.144      1.789     0.8625      1.326         14        640:   7%|▋         | 36/519 [00:19<02:46,  2.90it/s]
      13/80      0.94G      1.149      1.789     0.8727      1.329          8        640:   7%|▋         | 36/519 [00:20<02:46,  2.90it/s]
      13/80      0.94G      1.149      1.789     0.8727      1.329          8        640:   7%|▋         | 37/519 [00:20<04:27,  1.80it/s]
      13/80      0.94G      1.151      1.801     0.8712      1.333         10        640:   7%|▋         | 37/519 [00:20<04:27,  1.80it/s]
      13/80      0.94G      1.151      1.801     0.8712      1.333         10        640:   7%|▋         | 38/519 [00:20<03:43,  2.15it/s]
      13/80      0.94G      1.141      1.784     0.8638      1.329          7        640:   7%|▋         | 38/519 [00:20<03:43,  2.15it/s]
      13/80      0.94G      1.141      1.784     0.8638      1.329          7        640:   8%|▊         | 39/519 [00:20<03:07,  2.57it/s]
      13/80      0.94G      1.141      1.769     0.8598      1.331          7        640:   8%|▊         | 39/519 [00:21<03:07,  2.57it/s]
      13/80      0.94G      1.141      1.769     0.8598      1.331          7        640:   8%|▊         | 40/519 [00:21<02:44,  2.91it/s]
      13/80      0.94G      1.149      1.766     0.8641      1.338          9        640:   8%|▊         | 40/519 [00:22<02:44,  2.91it/s]
      13/80      0.94G      1.149      1.766     0.8641      1.338          9        640:   8%|▊         | 41/519 [00:22<06:11,  1.29it/s]
      13/80      0.94G      1.145       1.75     0.8575      1.333          9        640:   8%|▊         | 41/519 [00:23<06:11,  1.29it/s]
      13/80      0.94G      1.145       1.75     0.8575      1.333          9        640:   8%|▊         | 42/519 [00:23<04:55,  1.61it/s]
      13/80      0.94G      1.145      1.745     0.8522      1.335         11        640:   8%|▊         | 42/519 [00:23<04:55,  1.61it/s]
      13/80      0.94G      1.145      1.745     0.8522      1.335         11        640:   8%|▊         | 43/519 [00:23<04:04,  1.95it/s]
      13/80      0.94G      1.143      1.749      0.854      1.333         13        640:   8%|▊         | 43/519 [00:23<04:04,  1.95it/s]
      13/80      0.94G      1.143      1.749      0.854      1.333         13        640:   8%|▊         | 44/519 [00:23<03:24,  2.33it/s]
      13/80      0.94G      1.139      1.738     0.8491       1.33         10        640:   8%|▊         | 44/519 [00:24<03:24,  2.33it/s]
      13/80      0.94G      1.139      1.738     0.8491       1.33         10        640:   9%|▊         | 45/519 [00:24<04:40,  1.69it/s]
      13/80      0.94G      1.135      1.724     0.8426      1.329         11        640:   9%|▊         | 45/519 [00:24<04:40,  1.69it/s]
      13/80      0.94G      1.135      1.724     0.8426      1.329         11        640:   9%|▉         | 46/519 [00:24<03:45,  2.10it/s]
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      13/80      0.94G      1.132       1.74     0.8449      1.327         10        640:   9%|▉         | 47/519 [00:25<03:10,  2.48it/s]
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      13/80      0.94G      1.116      1.774      0.826      1.323         13        640:  11%|█▏        | 59/519 [00:30<02:44,  2.79it/s]
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      13/80      0.94G      1.116       1.76     0.8352      1.322          8        640:  12%|█▏        | 63/519 [00:32<02:56,  2.58it/s]
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      13/80      0.94G      1.123      1.756      0.838      1.329          6        640:  13%|█▎        | 65/519 [00:33<03:07,  2.42it/s]
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      13/80      0.94G      1.121      1.762     0.8398      1.328          7        640:  13%|█▎        | 66/519 [00:33<02:36,  2.90it/s]
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      13/80      0.94G      1.117      1.763     0.8368      1.325          8        640:  13%|█▎        | 68/519 [00:34<02:17,  3.27it/s]
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      13/80      0.94G      1.093      1.787     0.8231      1.325          8        640:  94%|█████████▍| 490/519 [03:48<00:11,  2.48it/s]
      13/80      0.94G      1.094      1.788     0.8241      1.326         12        640:  94%|█████████▍| 490/519 [03:49<00:11,  2.48it/s]
      13/80      0.94G      1.094      1.788     0.8241      1.326         12        640:  95%|█████████▍| 491/519 [03:49<00:15,  1.83it/s]
      13/80      0.94G      1.093      1.787     0.8237      1.325         12        640:  95%|█████████▍| 491/519 [03:49<00:15,  1.83it/s]
      13/80      0.94G      1.093      1.787     0.8237      1.325         12        640:  95%|█████████▍| 492/519 [03:49<00:12,  2.16it/s]
      13/80      0.94G      1.093      1.787     0.8233      1.325          9        640:  95%|█████████▍| 492/519 [03:49<00:12,  2.16it/s]
      13/80      0.94G      1.093      1.787     0.8233      1.325          9        640:  95%|█████████▍| 493/519 [03:49<00:10,  2.54it/s]
      13/80      0.94G      1.093      1.787     0.8232      1.325         13        640:  95%|█████████▍| 493/519 [03:49<00:10,  2.54it/s]
      13/80      0.94G      1.093      1.787     0.8232      1.325         13        640:  95%|█████████▌| 494/519 [03:49<00:08,  2.87it/s]
      13/80      0.94G      1.093      1.788     0.8232      1.324          9        640:  95%|█████████▌| 494/519 [03:50<00:08,  2.87it/s]
      13/80      0.94G      1.093      1.788     0.8232      1.324          9        640:  95%|█████████▌| 495/519 [03:50<00:13,  1.81it/s]
      13/80      0.94G      1.093      1.787     0.8229      1.324         12        640:  95%|█████████▌| 495/519 [03:51<00:13,  1.81it/s]
      13/80      0.94G      1.093      1.787     0.8229      1.324         12        640:  96%|█████████▌| 496/519 [03:51<00:10,  2.18it/s]
      13/80      0.94G      1.092      1.787     0.8225      1.324          8        640:  96%|█████████▌| 496/519 [03:51<00:10,  2.18it/s]
      13/80      0.94G      1.092      1.787     0.8225      1.324          8        640:  96%|█████████▌| 497/519 [03:51<00:08,  2.55it/s]
      13/80      0.94G      1.092      1.787     0.8224      1.324         10        640:  96%|█████████▌| 497/519 [03:51<00:08,  2.55it/s]
      13/80      0.94G      1.092      1.787     0.8224      1.324         10        640:  96%|█████████▌| 498/519 [03:51<00:07,  2.95it/s]
      13/80      0.94G      1.092      1.786     0.8221      1.323         12        640:  96%|█████████▌| 498/519 [03:52<00:07,  2.95it/s]
      13/80      0.94G      1.092      1.786     0.8221      1.323         12        640:  96%|█████████▌| 499/519 [03:52<00:11,  1.74it/s]
      13/80      0.94G      1.092      1.785     0.8217      1.323         10        640:  96%|█████████▌| 499/519 [03:53<00:11,  1.74it/s]
      13/80      0.94G      1.092      1.785     0.8217      1.323         10        640:  96%|█████████▋| 500/519 [03:53<00:09,  2.09it/s]
      13/80      0.94G      1.092      1.786     0.8217      1.323         11        640:  96%|█████████▋| 500/519 [03:53<00:09,  2.09it/s]
      13/80      0.94G      1.092      1.786     0.8217      1.323         11        640:  97%|█████████▋| 501/519 [03:53<00:07,  2.52it/s]
      13/80      0.94G      1.092      1.786     0.8215      1.323          9        640:  97%|█████████▋| 501/519 [03:53<00:07,  2.52it/s]
      13/80      0.94G      1.092      1.786     0.8215      1.323          9        640:  97%|█████████▋| 502/519 [03:53<00:05,  2.88it/s]
      13/80      0.94G      1.092      1.788     0.8215      1.323         11        640:  97%|█████████▋| 502/519 [03:54<00:05,  2.88it/s]
      13/80      0.94G      1.092      1.788     0.8215      1.323         11        640:  97%|█████████▋| 503/519 [03:54<00:07,  2.06it/s]
      13/80      0.94G      1.092      1.789     0.8213      1.323          9        640:  97%|█████████▋| 503/519 [03:54<00:07,  2.06it/s]
      13/80      0.94G      1.092      1.789     0.8213      1.323          9        640:  97%|█████████▋| 504/519 [03:54<00:06,  2.39it/s]
      13/80      0.94G      1.091      1.789     0.8213      1.323          9        640:  97%|█████████▋| 504/519 [03:54<00:06,  2.39it/s]
      13/80      0.94G      1.091      1.789     0.8213      1.323          9        640:  97%|█████████▋| 505/519 [03:54<00:05,  2.76it/s]
      13/80      0.94G      1.091      1.789      0.821      1.323          9        640:  97%|█████████▋| 505/519 [03:55<00:05,  2.76it/s]
      13/80      0.94G      1.091      1.789      0.821      1.323          9        640:  97%|█████████▋| 506/519 [03:55<00:04,  2.88it/s]
      13/80      0.94G      1.091      1.788     0.8209      1.323          8        640:  97%|█████████▋| 506/519 [03:55<00:04,  2.88it/s]
      13/80      0.94G      1.091      1.788     0.8209      1.323          8        640:  98%|█████████▊| 507/519 [03:55<00:05,  2.07it/s]
      13/80      0.94G      1.091      1.787     0.8204      1.324          7        640:  98%|█████████▊| 507/519 [03:56<00:05,  2.07it/s]
      13/80      0.94G      1.091      1.787     0.8204      1.324          7        640:  98%|█████████▊| 508/519 [03:56<00:04,  2.44it/s]
      13/80      0.94G       1.09      1.786     0.8198      1.323          5        640:  98%|█████████▊| 508/519 [03:56<00:04,  2.44it/s]
      13/80      0.94G       1.09      1.786     0.8198      1.323          5        640:  98%|█████████▊| 509/519 [03:56<00:03,  2.77it/s]
      13/80      0.94G       1.09      1.784     0.8194      1.323          6        640:  98%|█████████▊| 509/519 [03:56<00:03,  2.77it/s]
      13/80      0.94G       1.09      1.784     0.8194      1.323          6        640:  98%|█████████▊| 510/519 [03:56<00:02,  3.14it/s]
      13/80      0.94G      1.091      1.786       0.82      1.323         11        640:  98%|█████████▊| 510/519 [03:57<00:02,  3.14it/s]
      13/80      0.94G      1.091      1.786       0.82      1.323         11        640:  98%|█████████▊| 511/519 [03:57<00:03,  2.05it/s]
      13/80      0.94G      1.091      1.785     0.8198      1.323          8        640:  98%|█████████▊| 511/519 [03:57<00:03,  2.05it/s]
      13/80      0.94G      1.091      1.785     0.8198      1.323          8        640:  99%|█████████▊| 512/519 [03:57<00:02,  2.41it/s]
      13/80      0.94G       1.09      1.784     0.8193      1.323         10        640:  99%|█████████▊| 512/519 [03:57<00:02,  2.41it/s]
      13/80      0.94G       1.09      1.784     0.8193      1.323         10        640:  99%|█████████▉| 513/519 [03:57<00:02,  2.80it/s]
      13/80      0.94G       1.09      1.785     0.8193      1.322         10        640:  99%|█████████▉| 513/519 [03:58<00:02,  2.80it/s]
      13/80      0.94G       1.09      1.785     0.8193      1.322         10        640:  99%|█████████▉| 514/519 [03:58<00:01,  3.15it/s]
      13/80      0.94G       1.09      1.785     0.8194      1.323         11        640:  99%|█████████▉| 514/519 [03:58<00:01,  3.15it/s]
      13/80      0.94G       1.09      1.785     0.8194      1.323         11        640:  99%|█████████▉| 515/519 [03:58<00:01,  2.10it/s]
      13/80      0.94G       1.09      1.785     0.8206      1.323         10        640:  99%|█████████▉| 515/519 [03:59<00:01,  2.10it/s]
      13/80      0.94G       1.09      1.785     0.8206      1.323         10        640:  99%|█████████▉| 516/519 [03:59<00:01,  2.70it/s]
      13/80      0.94G      1.091      1.785     0.8209      1.323         14        640:  99%|█████████▉| 516/519 [03:59<00:01,  2.70it/s]
      13/80      0.94G      1.091      1.785     0.8209      1.323         14        640: 100%|█████████▉| 517/519 [03:59<00:00,  3.42it/s]
      13/80      0.94G       1.09      1.785     0.8209      1.323         11        640: 100%|█████████▉| 517/519 [03:59<00:00,  3.42it/s]
      13/80      0.94G      1.091      1.785     0.8213      1.323          6        640: 100%|█████████▉| 517/519 [03:59<00:00,  3.42it/s]
      13/80      0.94G      1.091      1.785     0.8213      1.323          6        640: 100%|██████████| 519/519 [03:59<00:00,  4.40it/s]
      13/80      0.94G      1.091      1.785     0.8213      1.323          6        640: 100%|██████████| 519/519 [03:59<00:00,  2.17it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:43,  6.31s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:59,  2.84s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:50,  1.79s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:16,  1.26s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<01:00,  1.01s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:50,  1.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:42,  1.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:37,  1.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:31,  1.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:26,  2.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:23,  2.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:22,  2.39it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:20,  2.49it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:22,  2.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:22,  2.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:23,  2.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:23,  2.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:24,  1.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:23,  1.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:24,  1.81it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:25,  1.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:21,  1.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:18,  2.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.31it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:05,  5.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:18<00:04,  6.46it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.83it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.08it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:19<00:03,  6.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.36it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.40it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:20<00:03,  6.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.49it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.49it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  8.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:21<00:01,  8.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:00,  9.27it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  89%|████████▉ | 58/65 [00:22<00:00,  9.55it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  92%|█████████▏| 60/65 [00:22<00:00,  9.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:22<00:00,  9.83it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  98%|█████████▊| 64/65 [00:22<00:00,  9.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.80it/s]
+                   all        519        519      0.945      0.938      0.979      0.712      0.947       0.94      0.978      0.697
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
      14/80      0.94G      1.072       1.74     0.6462      1.385         11        640:   0%|          | 0/519 [00:03<?, ?it/s]
      14/80      0.94G      1.072       1.74     0.6462      1.385         11        640:   0%|          | 1/519 [00:03<28:16,  3.27s/it]
      14/80      0.94G      1.171      2.082     0.7923      1.557          6        640:   0%|          | 1/519 [00:03<28:16,  3.27s/it]
      14/80      0.94G      1.171      2.082     0.7923      1.557          6        640:   0%|          | 2/519 [00:03<13:12,  1.53s/it]
      14/80      0.94G      1.167      2.049     0.7526      1.529          6        640:   0%|          | 2/519 [00:03<13:12,  1.53s/it]
      14/80      0.94G      1.167      2.049     0.7526      1.529          6        640:   1%|          | 3/519 [00:03<08:07,  1.06it/s]
      14/80      0.94G      1.097       1.94     0.6808      1.456          8        640:   1%|          | 3/519 [00:03<08:07,  1.06it/s]
      14/80      0.94G      1.097       1.94     0.6808      1.456          8        640:   1%|          | 4/519 [00:03<05:19,  1.61it/s]
      14/80      0.94G      1.115      1.928     0.6959      1.446          9        640:   1%|          | 4/519 [00:04<05:19,  1.61it/s]
      14/80      0.94G      1.115      1.928     0.6959      1.446          9        640:   1%|          | 5/519 [00:04<05:20,  1.60it/s]
      14/80      0.94G      1.189      2.031     0.7187      1.513         11        640:   1%|          | 5/519 [00:05<05:20,  1.60it/s]
      14/80      0.94G      1.189      2.031     0.7187      1.513         11        640:   1%|          | 6/519 [00:05<05:19,  1.61it/s]
      14/80      0.94G      1.129      1.955     0.6973      1.497          5        640:   1%|          | 6/519 [00:05<05:19,  1.61it/s]
      14/80      0.94G      1.129      1.955     0.6973      1.497          5        640:   1%|▏         | 7/519 [00:05<03:57,  2.16it/s]
      14/80      0.94G      1.191      2.077     0.7715      1.517          9        640:   1%|▏         | 7/519 [00:05<03:57,  2.16it/s]
      14/80      0.94G      1.191      2.077     0.7715      1.517          9        640:   2%|▏         | 8/519 [00:05<02:58,  2.86it/s]
      14/80      0.94G      1.199      2.095     0.7768      1.499         11        640:   2%|▏         | 8/519 [00:06<02:58,  2.86it/s]
      14/80      0.94G      1.199      2.095     0.7768      1.499         11        640:   2%|▏         | 9/519 [00:06<04:20,  1.96it/s]
      14/80      0.94G      1.181      2.031     0.7689      1.476         11        640:   2%|▏         | 9/519 [00:07<04:20,  1.96it/s]
      14/80      0.94G      1.181      2.031     0.7689      1.476         11        640:   2%|▏         | 10/519 [00:07<04:53,  1.73it/s]
      14/80      0.94G      1.156      1.981     0.7729      1.446         14        640:   2%|▏         | 10/519 [00:07<04:53,  1.73it/s]
      14/80      0.94G      1.156      1.981     0.7729      1.446         14        640:   2%|▏         | 11/519 [00:07<04:01,  2.10it/s]
      14/80      0.94G      1.173      1.967      0.787      1.448         14        640:   2%|▏         | 11/519 [00:07<04:01,  2.10it/s]
      14/80      0.94G      1.173      1.967      0.787      1.448         14        640:   2%|▏         | 12/519 [00:07<03:59,  2.12it/s]
      14/80      0.94G      1.203      1.987     0.8292      1.456         11        640:   2%|▏         | 12/519 [00:08<03:59,  2.12it/s]
      14/80      0.94G      1.203      1.987     0.8292      1.456         11        640:   3%|▎         | 13/519 [00:08<05:37,  1.50it/s]
      14/80      0.94G      1.218      1.991     0.8471      1.465          7        640:   3%|▎         | 13/519 [00:09<05:37,  1.50it/s]
      14/80      0.94G      1.218      1.991     0.8471      1.465          7        640:   3%|▎         | 14/519 [00:09<04:26,  1.90it/s]
      14/80      0.94G      1.208      1.965     0.8449       1.45         11        640:   3%|▎         | 14/519 [00:09<04:26,  1.90it/s]
      14/80      0.94G      1.208      1.965     0.8449       1.45         11        640:   3%|▎         | 15/519 [00:09<03:39,  2.29it/s]
      14/80      0.94G      1.217      1.984      0.838      1.456          8        640:   3%|▎         | 15/519 [00:10<03:39,  2.29it/s]
      14/80      0.94G      1.217      1.984      0.838      1.456          8        640:   3%|▎         | 16/519 [00:10<05:31,  1.52it/s]
      14/80      0.94G      1.211       1.97     0.8309      1.465          5        640:   3%|▎         | 16/519 [00:10<05:31,  1.52it/s]
      14/80      0.94G      1.211       1.97     0.8309      1.465          5        640:   3%|▎         | 17/519 [00:10<04:27,  1.88it/s]
      14/80      0.94G      1.202      1.961     0.8207      1.452         14        640:   3%|▎         | 17/519 [00:11<04:27,  1.88it/s]
      14/80      0.94G      1.202      1.961     0.8207      1.452         14        640:   3%|▎         | 18/519 [00:11<03:52,  2.15it/s]
      14/80      0.94G      1.187      1.936     0.8214      1.434         12        640:   3%|▎         | 18/519 [00:11<03:52,  2.15it/s]
      14/80      0.94G      1.187      1.936     0.8214      1.434         12        640:   4%|▎         | 19/519 [00:11<03:19,  2.51it/s]
      14/80      0.94G      1.191      1.953     0.8395      1.441         10        640:   4%|▎         | 19/519 [00:11<03:19,  2.51it/s]
      14/80      0.94G      1.191      1.953     0.8395      1.441         10        640:   4%|▍         | 20/519 [00:11<03:50,  2.17it/s]
      14/80      0.94G      1.174      1.937     0.8279      1.428         10        640:   4%|▍         | 20/519 [00:12<03:50,  2.17it/s]
      14/80      0.94G      1.174      1.937     0.8279      1.428         10        640:   4%|▍         | 21/519 [00:12<03:12,  2.59it/s]
      14/80      0.94G      1.173      1.932     0.8219      1.428         12        640:   4%|▍         | 21/519 [00:12<03:12,  2.59it/s]
      14/80      0.94G      1.173      1.932     0.8219      1.428         12        640:   4%|▍         | 22/519 [00:12<04:02,  2.05it/s]
      14/80      0.94G      1.165      1.906     0.8138      1.414         10        640:   4%|▍         | 22/519 [00:13<04:02,  2.05it/s]
      14/80      0.94G      1.165      1.906     0.8138      1.414         10        640:   4%|▍         | 23/519 [00:13<03:21,  2.46it/s]
      14/80      0.94G       1.17      1.925     0.8181      1.411          8        640:   4%|▍         | 23/519 [00:13<03:21,  2.46it/s]
      14/80      0.94G       1.17      1.925     0.8181      1.411          8        640:   5%|▍         | 24/519 [00:13<04:19,  1.90it/s]
      14/80      0.94G       1.18       1.92     0.8215      1.417          8        640:   5%|▍         | 24/519 [00:14<04:19,  1.90it/s]
      14/80      0.94G       1.18       1.92     0.8215      1.417          8        640:   5%|▍         | 25/519 [00:14<03:28,  2.36it/s]
      14/80      0.94G      1.175      1.926     0.8218      1.414         12        640:   5%|▍         | 25/519 [00:14<03:28,  2.36it/s]
      14/80      0.94G      1.175      1.926     0.8218      1.414         12        640:   5%|▌         | 26/519 [00:14<04:16,  1.92it/s]
      14/80      0.94G      1.168      1.916     0.8151      1.409         14        640:   5%|▌         | 26/519 [00:14<04:16,  1.92it/s]
      14/80      0.94G      1.168      1.916     0.8151      1.409         14        640:   5%|▌         | 27/519 [00:14<03:25,  2.39it/s]
      14/80      0.94G      1.163      1.906     0.8172      1.411         10        640:   5%|▌         | 27/519 [00:15<03:25,  2.39it/s]
      14/80      0.94G      1.163      1.906     0.8172      1.411         10        640:   5%|▌         | 28/519 [00:15<03:02,  2.70it/s]
      14/80      0.94G      1.164      1.918     0.8276       1.41          7        640:   5%|▌         | 28/519 [00:16<03:02,  2.70it/s]
      14/80      0.94G      1.164      1.918     0.8276       1.41          7        640:   6%|▌         | 29/519 [00:16<04:40,  1.75it/s]
      14/80      0.94G      1.165      1.913     0.8306      1.405         11        640:   6%|▌         | 29/519 [00:16<04:40,  1.75it/s]
      14/80      0.94G      1.165      1.913     0.8306      1.405         11        640:   6%|▌         | 30/519 [00:16<03:42,  2.20it/s]
      14/80      0.94G      1.164      1.912     0.8289        1.4         12        640:   6%|▌         | 30/519 [00:16<03:42,  2.20it/s]
      14/80      0.94G      1.164      1.912     0.8289        1.4         12        640:   6%|▌         | 31/519 [00:16<03:11,  2.55it/s]
      14/80      0.94G      1.163      1.902     0.8285      1.399          9        640:   6%|▌         | 31/519 [00:16<03:11,  2.55it/s]
      14/80      0.94G      1.163      1.902     0.8285      1.399          9        640:   6%|▌         | 32/519 [00:16<02:45,  2.94it/s]
      14/80      0.94G      1.163      1.899     0.8291      1.395         11        640:   6%|▌         | 32/519 [00:18<02:45,  2.94it/s]
      14/80      0.94G      1.163      1.899     0.8291      1.395         11        640:   6%|▋         | 33/519 [00:18<05:36,  1.44it/s]
      14/80      0.94G      1.164      1.895     0.8319      1.392         10        640:   6%|▋         | 33/519 [00:18<05:36,  1.44it/s]
      14/80      0.94G      1.164      1.895     0.8319      1.392         10        640:   7%|▋         | 34/519 [00:18<04:37,  1.75it/s]
      14/80      0.94G      1.153      1.888     0.8243      1.383         13        640:   7%|▋         | 34/519 [00:18<04:37,  1.75it/s]
      14/80      0.94G      1.153      1.888     0.8243      1.383         13        640:   7%|▋         | 35/519 [00:18<03:55,  2.06it/s]
      14/80      0.94G      1.147      1.887     0.8199      1.378         13        640:   7%|▋         | 35/519 [00:19<03:55,  2.06it/s]
      14/80      0.94G      1.147      1.887     0.8199      1.378         13        640:   7%|▋         | 36/519 [00:19<03:15,  2.47it/s]
      14/80      0.94G      1.151      1.891     0.8238       1.38         12        640:   7%|▋         | 36/519 [00:20<03:15,  2.47it/s]
      14/80      0.94G      1.151      1.891     0.8238       1.38         12        640:   7%|▋         | 37/519 [00:20<05:07,  1.57it/s]
      14/80      0.94G      1.143      1.886     0.8184      1.373          8        640:   7%|▋         | 37/519 [00:20<05:07,  1.57it/s]
      14/80      0.94G      1.143      1.886     0.8184      1.373          8        640:   7%|▋         | 38/519 [00:20<04:03,  1.97it/s]
      14/80      0.94G      1.137      1.871     0.8135      1.367         12        640:   7%|▋         | 38/519 [00:20<04:03,  1.97it/s]
      14/80      0.94G      1.137      1.871     0.8135      1.367         12        640:   8%|▊         | 39/519 [00:20<03:23,  2.36it/s]
      14/80      0.94G       1.14      1.868     0.8163      1.369          7        640:   8%|▊         | 39/519 [00:21<03:23,  2.36it/s]
      14/80      0.94G       1.14      1.868     0.8163      1.369          7        640:   8%|▊         | 40/519 [00:21<02:54,  2.74it/s]
      14/80      0.94G      1.139      1.866     0.8137      1.368         12        640:   8%|▊         | 40/519 [00:22<02:54,  2.74it/s]
      14/80      0.94G      1.139      1.866     0.8137      1.368         12        640:   8%|▊         | 41/519 [00:22<05:46,  1.38it/s]
      14/80      0.94G      1.129      1.852     0.8077      1.364          6        640:   8%|▊         | 41/519 [00:22<05:46,  1.38it/s]
      14/80      0.94G      1.129      1.852     0.8077      1.364          6        640:   8%|▊         | 42/519 [00:22<04:31,  1.76it/s]
      14/80      0.94G      1.127      1.867      0.812      1.364          7        640:   8%|▊         | 42/519 [00:23<04:31,  1.76it/s]
      14/80      0.94G      1.127      1.867      0.812      1.364          7        640:   8%|▊         | 43/519 [00:23<03:47,  2.09it/s]
      14/80      0.94G      1.125       1.87     0.8127       1.36          9        640:   8%|▊         | 43/519 [00:23<03:47,  2.09it/s]
      14/80      0.94G      1.125       1.87     0.8127       1.36          9        640:   8%|▊         | 44/519 [00:23<03:08,  2.52it/s]
      14/80      0.94G      1.123      1.866     0.8089      1.367          4        640:   8%|▊         | 44/519 [00:24<03:08,  2.52it/s]
      14/80      0.94G      1.123      1.866     0.8089      1.367          4        640:   9%|▊         | 45/519 [00:24<05:18,  1.49it/s]
      14/80      0.94G      1.118       1.86       0.81      1.365          8        640:   9%|▊         | 45/519 [00:24<05:18,  1.49it/s]
      14/80      0.94G      1.118       1.86       0.81      1.365          8        640:   9%|▉         | 46/519 [00:24<04:11,  1.88it/s]
      14/80      0.94G      1.113      1.855     0.8054      1.362         12        640:   9%|▉         | 46/519 [00:25<04:11,  1.88it/s]
      14/80      0.94G      1.113      1.855     0.8054      1.362         12        640:   9%|▉         | 47/519 [00:25<03:28,  2.26it/s]
      14/80      0.94G      1.116       1.85     0.8108      1.365          7        640:   9%|▉         | 47/519 [00:25<03:28,  2.26it/s]
      14/80      0.94G      1.116       1.85     0.8108      1.365          7        640:   9%|▉         | 48/519 [00:25<03:02,  2.59it/s]
      14/80      0.94G      1.112      1.838     0.8097      1.361         14        640:   9%|▉         | 48/519 [00:25<03:02,  2.59it/s]
      14/80      0.94G      1.112      1.838     0.8097      1.361         14        640:   9%|▉         | 49/519 [00:25<03:42,  2.11it/s]
      14/80      0.94G      1.105      1.834     0.8081      1.357         10        640:   9%|▉         | 49/519 [00:26<03:42,  2.11it/s]
      14/80      0.94G      1.105      1.834     0.8081      1.357         10        640:  10%|▉         | 50/519 [00:26<03:19,  2.35it/s]
      14/80      0.94G      1.116      1.858     0.8251      1.364         12        640:  10%|▉         | 50/519 [00:26<03:19,  2.35it/s]
      14/80      0.94G      1.116      1.858     0.8251      1.364         12        640:  10%|▉         | 51/519 [00:26<02:56,  2.66it/s]
      14/80      0.94G      1.118      1.852     0.8226      1.361         12        640:  10%|▉         | 51/519 [00:26<02:56,  2.66it/s]
      14/80      0.94G      1.118      1.852     0.8226      1.361         12        640:  10%|█         | 52/519 [00:26<02:38,  2.95it/s]
      14/80      0.94G      1.113      1.845     0.8191      1.356          9        640:  10%|█         | 52/519 [00:27<02:38,  2.95it/s]
      14/80      0.94G      1.113      1.845     0.8191      1.356          9        640:  10%|█         | 53/519 [00:27<02:47,  2.78it/s]
      14/80      0.94G      1.106      1.833     0.8152      1.352          6        640:  10%|█         | 53/519 [00:27<02:47,  2.78it/s]
      14/80      0.94G      1.106      1.833     0.8152      1.352          6        640:  10%|█         | 54/519 [00:27<02:24,  3.21it/s]
      14/80      0.94G      1.104      1.842     0.8173       1.35          9        640:  10%|█         | 54/519 [00:27<02:24,  3.21it/s]
      14/80      0.94G      1.104      1.842     0.8173       1.35          9        640:  11%|█         | 55/519 [00:27<02:16,  3.41it/s]
      14/80      0.94G      1.105      1.848     0.8175      1.351         12        640:  11%|█         | 55/519 [00:27<02:16,  3.41it/s]
      14/80      0.94G      1.105      1.848     0.8175      1.351         12        640:  11%|█         | 56/519 [00:27<02:10,  3.55it/s]
      14/80      0.94G      1.099      1.851     0.8148      1.346         11        640:  11%|█         | 56/519 [00:28<02:10,  3.55it/s]
      14/80      0.94G      1.099      1.851     0.8148      1.346         11        640:  11%|█         | 57/519 [00:28<03:56,  1.95it/s]
      14/80      0.94G      1.098      1.855     0.8147      1.344          9        640:  11%|█         | 57/519 [00:29<03:56,  1.95it/s]
      14/80      0.94G      1.098      1.855     0.8147      1.344          9        640:  11%|█         | 58/519 [00:29<03:45,  2.05it/s]
      14/80      0.94G      1.096      1.851     0.8127      1.342         11        640:  11%|█         | 58/519 [00:29<03:45,  2.05it/s]
      14/80      0.94G      1.096      1.851     0.8127      1.342         11        640:  11%|█▏        | 59/519 [00:29<03:05,  2.47it/s]
      14/80      0.94G      1.097      1.846     0.8092      1.344          9        640:  11%|█▏        | 59/519 [00:29<03:05,  2.47it/s]
      14/80      0.94G      1.097      1.846     0.8092      1.344          9        640:  12%|█▏        | 60/519 [00:29<02:44,  2.79it/s]
      14/80      0.94G      1.098      1.844     0.8145      1.344         11        640:  12%|█▏        | 60/519 [00:31<02:44,  2.79it/s]
      14/80      0.94G      1.098      1.844     0.8145      1.344         11        640:  12%|█▏        | 61/519 [00:31<04:38,  1.64it/s]
      14/80      0.94G      1.097      1.837     0.8107      1.346          8        640:  12%|█▏        | 61/519 [00:31<04:38,  1.64it/s]
      14/80      0.94G      1.097      1.837     0.8107      1.346          8        640:  12%|█▏        | 62/519 [00:31<04:52,  1.56it/s]
      14/80      0.94G      1.095      1.835     0.8074      1.343         13        640:  12%|█▏        | 62/519 [00:31<04:52,  1.56it/s]
      14/80      0.94G      1.095      1.835     0.8074      1.343         13        640:  12%|█▏        | 63/519 [00:31<03:54,  1.95it/s]
      14/80      0.94G      1.101      1.855     0.8121       1.35          8        640:  12%|█▏        | 63/519 [00:32<03:54,  1.95it/s]
      14/80      0.94G      1.101      1.855     0.8121       1.35          8        640:  12%|█▏        | 64/519 [00:32<03:18,  2.29it/s]
      14/80      0.94G      1.102      1.854     0.8133       1.35          9        640:  12%|█▏        | 64/519 [00:32<03:18,  2.29it/s]
      14/80      0.94G      1.102      1.854     0.8133       1.35          9        640:  13%|█▎        | 65/519 [00:32<03:59,  1.90it/s]
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      14/80      0.94G      1.101      1.773     0.8069      1.333          7        640:  98%|█████████▊| 507/519 [03:56<00:05,  2.06it/s]
      14/80      0.94G      1.101      1.773     0.8069      1.333          7        640:  98%|█████████▊| 508/519 [03:56<00:04,  2.36it/s]
      14/80      0.94G      1.102      1.773     0.8073      1.333          6        640:  98%|█████████▊| 508/519 [03:56<00:04,  2.36it/s]
      14/80      0.94G      1.102      1.773     0.8073      1.333          6        640:  98%|█████████▊| 509/519 [03:56<00:03,  2.84it/s]
      14/80      0.94G      1.101      1.772     0.8072      1.333         12        640:  98%|█████████▊| 509/519 [03:57<00:03,  2.84it/s]
      14/80      0.94G      1.101      1.772     0.8072      1.333         12        640:  98%|█████████▊| 510/519 [03:57<00:05,  1.74it/s]
      14/80      0.94G      1.101      1.772     0.8073      1.333         13        640:  98%|█████████▊| 510/519 [03:57<00:05,  1.74it/s]
      14/80      0.94G      1.101      1.772     0.8073      1.333         13        640:  98%|█████████▊| 511/519 [03:57<00:03,  2.14it/s]
      14/80      0.94G      1.101      1.774      0.807      1.332          5        640:  98%|█████████▊| 511/519 [03:57<00:03,  2.14it/s]
      14/80      0.94G      1.101      1.774      0.807      1.332          5        640:  99%|█████████▊| 512/519 [03:57<00:02,  2.48it/s]
      14/80      0.94G      1.101      1.774     0.8068      1.332         10        640:  99%|█████████▊| 512/519 [03:58<00:02,  2.48it/s]
      14/80      0.94G      1.101      1.774     0.8068      1.332         10        640:  99%|█████████▉| 513/519 [03:58<00:01,  3.00it/s]
      14/80      0.94G      1.101      1.774     0.8066      1.332          8        640:  99%|█████████▉| 513/519 [03:59<00:01,  3.00it/s]
      14/80      0.94G      1.101      1.774     0.8066      1.332          8        640:  99%|█████████▉| 514/519 [03:59<00:03,  1.65it/s]
      14/80      0.94G        1.1      1.773     0.8066      1.332         10        640:  99%|█████████▉| 514/519 [03:59<00:03,  1.65it/s]
      14/80      0.94G        1.1      1.773     0.8066      1.332         10        640:  99%|█████████▉| 515/519 [03:59<00:01,  2.12it/s]
      14/80      0.94G        1.1      1.773     0.8069      1.332         10        640:  99%|█████████▉| 515/519 [03:59<00:01,  2.12it/s]
      14/80      0.94G        1.1      1.773     0.8069      1.332         10        640:  99%|█████████▉| 516/519 [03:59<00:01,  2.68it/s]
      14/80      0.94G        1.1      1.774     0.8071      1.332         12        640:  99%|█████████▉| 516/519 [03:59<00:01,  2.68it/s]
      14/80      0.94G        1.1      1.772     0.8067      1.333          7        640:  99%|█████████▉| 516/519 [03:59<00:01,  2.68it/s]
      14/80      0.94G        1.1      1.772     0.8067      1.333          7        640: 100%|█████████▉| 518/519 [03:59<00:00,  3.98it/s]
      14/80      0.94G        1.1      1.773     0.8065      1.333          9        640: 100%|█████████▉| 518/519 [03:59<00:00,  3.98it/s]
      14/80      0.94G        1.1      1.773     0.8065      1.333          9        640: 100%|██████████| 519/519 [04:00<00:00,  2.16it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:39,  6.24s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:54,  2.76s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:06<01:42,  1.65s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:11,  1.17s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:56,  1.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:46,  1.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:08<00:42,  1.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:37,  1.53it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:09<00:31,  1.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:26,  2.08it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:24,  2.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:10<00:24,  2.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:24,  2.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:11<00:23,  2.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:25,  1.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:26,  1.81it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:24,  1.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:22,  2.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:23,  1.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:15<00:23,  1.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:25,  1.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:25,  1.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:22,  1.82it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:19,  2.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:17<00:15,  2.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:12,  3.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:08,  4.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:05,  5.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:18<00:05,  6.27it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.82it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.93it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  7.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  6.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:19<00:03,  6.59it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:04,  5.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  5.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  5.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  5.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  5.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:03,  5.58it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  5.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  5.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  5.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:21<00:02,  6.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  7.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  82%|████████▏ | 53/65 [00:22<00:01,  7.75it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:22<00:01,  8.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  8.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:01,  8.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  8.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  89%|████████▉ | 58/65 [00:22<00:00,  8.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  92%|█████████▏| 60/65 [00:22<00:00,  9.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:23<00:00,  9.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:23<00:00,  9.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  98%|█████████▊| 64/65 [00:23<00:00,  9.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.75it/s]
+                   all        519        519      0.903      0.883       0.95      0.666      0.914      0.854      0.941      0.636
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
      15/80      0.94G     0.8516      1.758     0.7797      1.052          7        640:   0%|          | 0/519 [00:02<?, ?it/s]
      15/80      0.94G     0.8516      1.758     0.7797      1.052          7        640:   0%|          | 1/519 [00:02<23:56,  2.77s/it]
      15/80      0.94G     0.8624       1.66     0.7315      1.131         10        640:   0%|          | 1/519 [00:03<23:56,  2.77s/it]
      15/80      0.94G     0.8624       1.66     0.7315      1.131         10        640:   0%|          | 2/519 [00:03<11:12,  1.30s/it]
      15/80      0.94G     0.8032       1.61     0.6506       1.12          7        640:   0%|          | 2/519 [00:03<11:12,  1.30s/it]
      15/80      0.94G     0.8032       1.61     0.6506       1.12          7        640:   1%|          | 3/519 [00:03<06:57,  1.23it/s]
      15/80      0.94G     0.8824      1.572       0.71      1.187         12        640:   1%|          | 3/519 [00:03<06:57,  1.23it/s]
      15/80      0.94G     0.8824      1.572       0.71      1.187         12        640:   1%|          | 4/519 [00:03<05:03,  1.70it/s]
      15/80      0.94G     0.9252      1.716     0.8209      1.214          8        640:   1%|          | 4/519 [00:04<05:03,  1.70it/s]
      15/80      0.94G     0.9252      1.716     0.8209      1.214          8        640:   1%|          | 5/519 [00:04<05:50,  1.47it/s]
      15/80      0.94G     0.9926      1.752     0.8469       1.27         10        640:   1%|          | 5/519 [00:04<05:50,  1.47it/s]
      15/80      0.94G     0.9926      1.752     0.8469       1.27         10        640:   1%|          | 6/519 [00:04<04:33,  1.88it/s]
      15/80      0.94G     0.9849      1.695     0.8118      1.271         11        640:   1%|          | 6/519 [00:04<04:33,  1.88it/s]
      15/80      0.94G     0.9849      1.695     0.8118      1.271         11        640:   1%|▏         | 7/519 [00:04<03:41,  2.31it/s]
      15/80      0.94G     0.9951      1.652      0.793      1.265          8        640:   1%|▏         | 7/519 [00:05<03:41,  2.31it/s]
      15/80      0.94G     0.9951      1.652      0.793      1.265          8        640:   2%|▏         | 8/519 [00:05<03:04,  2.76it/s]
      15/80      0.94G     0.9769      1.645     0.7617       1.26          7        640:   2%|▏         | 8/519 [00:06<03:04,  2.76it/s]
      15/80      0.94G     0.9769      1.645     0.7617       1.26          7        640:   2%|▏         | 9/519 [00:06<04:47,  1.77it/s]
      15/80      0.94G     0.9768      1.635     0.7651       1.26          9        640:   2%|▏         | 9/519 [00:06<04:47,  1.77it/s]
      15/80      0.94G     0.9768      1.635     0.7651       1.26          9        640:   2%|▏         | 10/519 [00:06<04:42,  1.80it/s]
      15/80      0.94G     0.9842      1.661     0.7858      1.266         10        640:   2%|▏         | 10/519 [00:07<04:42,  1.80it/s]
      15/80      0.94G     0.9842      1.661     0.7858      1.266         10        640:   2%|▏         | 11/519 [00:07<06:45,  1.25it/s]
      15/80      0.94G     0.9848      1.647     0.7822      1.263         11        640:   2%|▏         | 11/519 [00:08<06:45,  1.25it/s]
      15/80      0.94G     0.9848      1.647     0.7822      1.263         11        640:   2%|▏         | 12/519 [00:08<05:19,  1.59it/s]
      15/80      0.94G     0.9752      1.621     0.7634      1.248          8        640:   2%|▏         | 12/519 [00:08<05:19,  1.59it/s]
      15/80      0.94G     0.9752      1.621     0.7634      1.248          8        640:   3%|▎         | 13/519 [00:08<04:19,  1.95it/s]
      15/80      0.94G     0.9947      1.655     0.7789       1.27          9        640:   3%|▎         | 13/519 [00:08<04:19,  1.95it/s]
      15/80      0.94G     0.9947      1.655     0.7789       1.27          9        640:   3%|▎         | 14/519 [00:08<04:27,  1.89it/s]
      15/80      0.94G     0.9903      1.654     0.7707      1.262         10        640:   3%|▎         | 14/519 [00:09<04:27,  1.89it/s]
      15/80      0.94G     0.9903      1.654     0.7707      1.262         10        640:   3%|▎         | 15/519 [00:09<03:43,  2.25it/s]
      15/80      0.94G     0.9744      1.628     0.7612      1.248         11        640:   3%|▎         | 15/519 [00:09<03:43,  2.25it/s]
      15/80      0.94G     0.9744      1.628     0.7612      1.248         11        640:   3%|▎         | 16/519 [00:09<02:58,  2.81it/s]
      15/80      0.94G     0.9627      1.623      0.752      1.239          7        640:   3%|▎         | 16/519 [00:09<02:58,  2.81it/s]
      15/80      0.94G     0.9627      1.623      0.752      1.239          7        640:   3%|▎         | 17/519 [00:09<03:23,  2.47it/s]
      15/80      0.94G     0.9694      1.647     0.7512      1.234          8        640:   3%|▎         | 17/519 [00:11<03:23,  2.47it/s]
      15/80      0.94G     0.9694      1.647     0.7512      1.234          8        640:   3%|▎         | 18/519 [00:11<06:16,  1.33it/s]
      15/80      0.94G     0.9672      1.661     0.7444      1.228         13        640:   3%|▎         | 18/519 [00:11<06:16,  1.33it/s]
      15/80      0.94G     0.9672      1.661     0.7444      1.228         13        640:   4%|▎         | 19/519 [00:11<04:50,  1.72it/s]
      15/80      0.94G     0.9633       1.63     0.7348      1.221          7        640:   4%|▎         | 19/519 [00:11<04:50,  1.72it/s]
      15/80      0.94G     0.9633       1.63     0.7348      1.221          7        640:   4%|▍         | 20/519 [00:11<04:02,  2.05it/s]
      15/80      0.94G     0.9736      1.663     0.7432      1.228          7        640:   4%|▍         | 20/519 [00:12<04:02,  2.05it/s]
      15/80      0.94G     0.9736      1.663     0.7432      1.228          7        640:   4%|▍         | 21/519 [00:12<03:23,  2.45it/s]
      15/80      0.94G     0.9889      1.668     0.7395      1.235         11        640:   4%|▍         | 21/519 [00:13<03:23,  2.45it/s]
      15/80      0.94G     0.9889      1.668     0.7395      1.235         11        640:   4%|▍         | 22/519 [00:13<05:37,  1.47it/s]
      15/80      0.94G     0.9804      1.655     0.7312      1.234          7        640:   4%|▍         | 22/519 [00:13<05:37,  1.47it/s]
      15/80      0.94G     0.9804      1.655     0.7312      1.234          7        640:   4%|▍         | 23/519 [00:13<04:25,  1.87it/s]
      15/80      0.94G     0.9823       1.66     0.7346      1.234         15        640:   4%|▍         | 23/519 [00:13<04:25,  1.87it/s]
      15/80      0.94G     0.9823       1.66     0.7346      1.234         15        640:   5%|▍         | 24/519 [00:13<03:38,  2.26it/s]
      15/80      0.94G     0.9839      1.679     0.7295      1.239         10        640:   5%|▍         | 24/519 [00:14<03:38,  2.26it/s]
      15/80      0.94G     0.9839      1.679     0.7295      1.239         10        640:   5%|▍         | 25/519 [00:14<03:15,  2.52it/s]
      15/80      0.94G     0.9911      1.681     0.7344      1.248          7        640:   5%|▍         | 25/519 [00:15<03:15,  2.52it/s]
      15/80      0.94G     0.9911      1.681     0.7344      1.248          7        640:   5%|▌         | 26/519 [00:15<05:00,  1.64it/s]
      15/80      0.94G     0.9911      1.682      0.729      1.247         12        640:   5%|▌         | 26/519 [00:15<05:00,  1.64it/s]
      15/80      0.94G     0.9911      1.682      0.729      1.247         12        640:   5%|▌         | 27/519 [00:15<04:05,  2.00it/s]
      15/80      0.94G     0.9838      1.675     0.7339      1.241          6        640:   5%|▌         | 27/519 [00:15<04:05,  2.00it/s]
      15/80      0.94G     0.9838      1.675     0.7339      1.241          6        640:   5%|▌         | 28/519 [00:15<03:31,  2.32it/s]
      15/80      0.94G     0.9988      1.673     0.7454       1.25         11        640:   5%|▌         | 28/519 [00:15<03:31,  2.32it/s]
      15/80      0.94G     0.9988      1.673     0.7454       1.25         11        640:   6%|▌         | 29/519 [00:15<02:57,  2.76it/s]
      15/80      0.94G      1.012      1.695      0.747       1.26         11        640:   6%|▌         | 29/519 [00:16<02:57,  2.76it/s]
      15/80      0.94G      1.012      1.695      0.747       1.26         11        640:   6%|▌         | 30/519 [00:16<04:00,  2.03it/s]
      15/80      0.94G      1.013      1.684     0.7483      1.264          9        640:   6%|▌         | 30/519 [00:16<04:00,  2.03it/s]
      15/80      0.94G      1.013      1.684     0.7483      1.264          9        640:   6%|▌         | 31/519 [00:16<03:18,  2.46it/s]
      15/80      0.94G      1.024      1.732     0.7572      1.273         11        640:   6%|▌         | 31/519 [00:17<03:18,  2.46it/s]
      15/80      0.94G      1.024      1.732     0.7572      1.273         11        640:   6%|▌         | 32/519 [00:17<02:57,  2.75it/s]
      15/80      0.94G      1.034      1.745     0.7821      1.288          9        640:   6%|▌         | 32/519 [00:17<02:57,  2.75it/s]
      15/80      0.94G      1.034      1.745     0.7821      1.288          9        640:   6%|▋         | 33/519 [00:17<03:19,  2.44it/s]
      15/80      0.94G      1.038      1.756     0.7947      1.295         10        640:   6%|▋         | 33/519 [00:18<03:19,  2.44it/s]
      15/80      0.94G      1.038      1.756     0.7947      1.295         10        640:   7%|▋         | 34/519 [00:18<03:22,  2.40it/s]
      15/80      0.94G      1.038      1.764     0.7977      1.294         13        640:   7%|▋         | 34/519 [00:18<03:22,  2.40it/s]
      15/80      0.94G      1.038      1.764     0.7977      1.294         13        640:   7%|▋         | 35/519 [00:18<02:56,  2.74it/s]
      15/80      0.94G      1.037      1.764     0.7998      1.293         10        640:   7%|▋         | 35/519 [00:18<02:56,  2.74it/s]
      15/80      0.94G      1.037      1.764     0.7998      1.293         10        640:   7%|▋         | 36/519 [00:18<02:37,  3.07it/s]
      15/80      0.94G      1.034      1.751     0.7952      1.291         10        640:   7%|▋         | 36/519 [00:19<02:37,  3.07it/s]
      15/80      0.94G      1.034      1.751     0.7952      1.291         10        640:   7%|▋         | 37/519 [00:19<02:59,  2.68it/s]
      15/80      0.94G      1.032      1.738      0.793      1.289         10        640:   7%|▋         | 37/519 [00:20<02:59,  2.68it/s]
      15/80      0.94G      1.032      1.738      0.793      1.289         10        640:   7%|▋         | 38/519 [00:20<04:38,  1.72it/s]
      15/80      0.94G      1.031      1.728     0.7873      1.288          7        640:   7%|▋         | 38/519 [00:20<04:38,  1.72it/s]
      15/80      0.94G      1.031      1.728     0.7873      1.288          7        640:   8%|▊         | 39/519 [00:20<03:45,  2.12it/s]
      15/80      0.94G      1.025       1.72     0.7845      1.284         10        640:   8%|▊         | 39/519 [00:20<03:45,  2.12it/s]
      15/80      0.94G      1.025       1.72     0.7845      1.284         10        640:   8%|▊         | 40/519 [00:20<03:13,  2.48it/s]
      15/80      0.94G      1.031      1.721     0.7945      1.288         10        640:   8%|▊         | 40/519 [00:21<03:13,  2.48it/s]
      15/80      0.94G      1.031      1.721     0.7945      1.288         10        640:   8%|▊         | 41/519 [00:21<03:19,  2.39it/s]
      15/80      0.94G      1.025      1.713     0.7886      1.285         10        640:   8%|▊         | 41/519 [00:21<03:19,  2.39it/s]
      15/80      0.94G      1.025      1.713     0.7886      1.285         10        640:   8%|▊         | 42/519 [00:21<03:00,  2.64it/s]
      15/80      0.94G      1.031      1.717     0.7913      1.288         14        640:   8%|▊         | 42/519 [00:21<03:00,  2.64it/s]
      15/80      0.94G      1.031      1.717     0.7913      1.288         14        640:   8%|▊         | 43/519 [00:21<02:57,  2.68it/s]
      15/80      0.94G      1.039      1.725     0.8074      1.293         10        640:   8%|▊         | 43/519 [00:22<02:57,  2.68it/s]
      15/80      0.94G      1.039      1.725     0.8074      1.293         10        640:   8%|▊         | 44/519 [00:22<02:39,  2.99it/s]
      15/80      0.94G      1.037      1.717     0.8024      1.293         11        640:   8%|▊         | 44/519 [00:23<02:39,  2.99it/s]
      15/80      0.94G      1.037      1.717     0.8024      1.293         11        640:   9%|▊         | 45/519 [00:23<05:00,  1.58it/s]
      15/80      0.94G      1.038      1.719     0.8031       1.29         10        640:   9%|▊         | 45/519 [00:23<05:00,  1.58it/s]
      15/80      0.94G      1.038      1.719     0.8031       1.29         10        640:   9%|▉         | 46/519 [00:23<04:03,  1.94it/s]
      15/80      0.94G      1.039       1.72     0.7977       1.29         11        640:   9%|▉         | 46/519 [00:23<04:03,  1.94it/s]
      15/80      0.94G      1.039       1.72     0.7977       1.29         11        640:   9%|▉         | 47/519 [00:23<03:22,  2.33it/s]
      15/80      0.94G      1.041       1.73     0.8014      1.293          7        640:   9%|▉         | 47/519 [00:24<03:22,  2.33it/s]
      15/80      0.94G      1.041       1.73     0.8014      1.293          7        640:   9%|▉         | 48/519 [00:24<02:56,  2.66it/s]
      15/80      0.94G      1.041       1.74     0.7998      1.294         11        640:   9%|▉         | 48/519 [00:25<02:56,  2.66it/s]
      15/80      0.94G      1.041       1.74     0.7998      1.294         11        640:   9%|▉         | 49/519 [00:25<04:46,  1.64it/s]
      15/80      0.94G      1.043      1.743     0.7996      1.294         11        640:   9%|▉         | 49/519 [00:25<04:46,  1.64it/s]
      15/80      0.94G      1.043      1.743     0.7996      1.294         11        640:  10%|▉         | 50/519 [00:25<03:52,  2.02it/s]
      15/80      0.94G      1.046      1.745     0.7986      1.298          9        640:  10%|▉         | 50/519 [00:25<03:52,  2.02it/s]
      15/80      0.94G      1.046      1.745     0.7986      1.298          9        640:  10%|▉         | 51/519 [00:25<03:14,  2.40it/s]
      15/80      0.94G      1.054      1.747     0.8031      1.301         10        640:  10%|▉         | 51/519 [00:25<03:14,  2.40it/s]
      15/80      0.94G      1.054      1.747     0.8031      1.301         10        640:  10%|█         | 52/519 [00:25<02:47,  2.79it/s]
      15/80      0.94G      1.051      1.742     0.8016      1.299          9        640:  10%|█         | 52/519 [00:26<02:47,  2.79it/s]
      15/80      0.94G      1.051      1.742     0.8016      1.299          9        640:  10%|█         | 53/519 [00:26<04:04,  1.90it/s]
      15/80      0.94G      1.045      1.737     0.7954      1.297         13        640:  10%|█         | 53/519 [00:27<04:04,  1.90it/s]
      15/80      0.94G      1.045      1.737     0.7954      1.297         13        640:  10%|█         | 54/519 [00:27<03:23,  2.29it/s]
      15/80      0.94G      1.043      1.737     0.7987      1.295         12        640:  10%|█         | 54/519 [00:28<03:23,  2.29it/s]
      15/80      0.94G      1.043      1.737     0.7987      1.295         12        640:  11%|█         | 55/519 [00:28<04:48,  1.61it/s]
      15/80      0.94G      1.042      1.736     0.7972      1.295         15        640:  11%|█         | 55/519 [00:28<04:48,  1.61it/s]
      15/80      0.94G      1.042      1.736     0.7972      1.295         15        640:  11%|█         | 56/519 [00:28<03:52,  1.99it/s]
      15/80      0.94G      1.046      1.735     0.7967      1.295         13        640:  11%|█         | 56/519 [00:28<03:52,  1.99it/s]
      15/80      0.94G      1.046      1.735     0.7967      1.295         13        640:  11%|█         | 57/519 [00:28<03:30,  2.19it/s]
      15/80      0.94G      1.046      1.736     0.7969      1.297         10        640:  11%|█         | 57/519 [00:28<03:30,  2.19it/s]
      15/80      0.94G      1.046      1.736     0.7969      1.297         10        640:  11%|█         | 58/519 [00:28<02:57,  2.59it/s]
      15/80      0.94G      1.051      1.734      0.797      1.303          9        640:  11%|█         | 58/519 [00:30<02:57,  2.59it/s]
      15/80      0.94G      1.051      1.734      0.797      1.303          9        640:  11%|█▏        | 59/519 [00:30<05:33,  1.38it/s]
      15/80      0.94G      1.045      1.733     0.7931      1.301          7        640:  11%|█▏        | 59/519 [00:30<05:33,  1.38it/s]
      15/80      0.94G      1.045      1.733     0.7931      1.301          7        640:  12%|█▏        | 60/519 [00:30<04:26,  1.72it/s]
      15/80      0.94G      1.041      1.729     0.7907      1.299         10        640:  12%|█▏        | 60/519 [00:30<04:26,  1.72it/s]
      15/80      0.94G      1.041      1.729     0.7907      1.299         10        640:  12%|█▏        | 61/519 [00:30<03:32,  2.15it/s]
      15/80      0.94G      1.043      1.727     0.7917      1.299          6        640:  12%|█▏        | 61/519 [00:31<03:32,  2.15it/s]
      15/80      0.94G      1.043      1.727     0.7917      1.299          6        640:  12%|█▏        | 62/519 [00:31<02:57,  2.58it/s]
      15/80      0.94G      1.047      1.728     0.7917      1.302         12        640:  12%|█▏        | 62/519 [00:31<02:57,  2.58it/s]
      15/80      0.94G      1.047      1.728     0.7917      1.302         12        640:  12%|█▏        | 63/519 [00:31<04:03,  1.87it/s]
      15/80      0.94G      1.044      1.727     0.7892      1.299         13        640:  12%|█▏        | 63/519 [00:32<04:03,  1.87it/s]
      15/80      0.94G      1.044      1.727     0.7892      1.299         13        640:  12%|█▏        | 64/519 [00:32<03:25,  2.21it/s]
      15/80      0.94G      1.046      1.724      0.788      1.298         11        640:  12%|█▏        | 64/519 [00:32<03:25,  2.21it/s]
      15/80      0.94G      1.046      1.724      0.788      1.298         11        640:  13%|█▎        | 65/519 [00:32<02:50,  2.66it/s]
      15/80      0.94G      1.041      1.722     0.7866      1.294         10        640:  13%|█▎        | 65/519 [00:32<02:50,  2.66it/s]
      15/80      0.94G      1.041      1.722     0.7866      1.294         10        640:  13%|█▎        | 66/519 [00:32<02:34,  2.94it/s]
      15/80      0.94G      1.041      1.731     0.7851      1.297         10        640:  13%|█▎        | 66/519 [00:33<02:34,  2.94it/s]
      15/80      0.94G      1.041      1.731     0.7851      1.297         10        640:  13%|█▎        | 67/519 [00:33<03:16,  2.30it/s]
      15/80      0.94G      1.043      1.726     0.7843        1.3         10        640:  13%|█▎        | 67/519 [00:33<03:16,  2.30it/s]
      15/80      0.94G      1.043      1.726     0.7843        1.3         10        640:  13%|█▎        | 68/519 [00:33<02:45,  2.72it/s]
      15/80      0.94G       1.05      1.724     0.7862      1.307          7        640:  13%|█▎        | 68/519 [00:34<02:45,  2.72it/s]
      15/80      0.94G       1.05      1.724     0.7862      1.307          7        640:  13%|█▎        | 69/519 [00:34<03:39,  2.05it/s]
      15/80      0.94G      1.051      1.724     0.7854      1.305         10        640:  13%|█▎        | 69/519 [00:34<03:39,  2.05it/s]
      15/80      0.94G      1.051      1.724     0.7854      1.305         10        640:  13%|█▎        | 70/519 [00:34<03:04,  2.43it/s]
      15/80      0.94G       1.05       1.72     0.7848      1.304         11        640:  13%|█▎        | 70/519 [00:35<03:04,  2.43it/s]
      15/80      0.94G       1.05       1.72     0.7848      1.304         11        640:  14%|█▎        | 71/519 [00:35<03:44,  1.99it/s]
      15/80      0.94G      1.053      1.717     0.7835      1.306         13        640:  14%|█▎        | 71/519 [00:35<03:44,  1.99it/s]
      15/80      0.94G      1.053      1.717     0.7835      1.306         13        640:  14%|█▍        | 72/519 [00:35<03:06,  2.40it/s]
      15/80      0.94G      1.052      1.714     0.7818      1.303         10        640:  14%|█▍        | 72/519 [00:36<03:06,  2.40it/s]
      15/80      0.94G      1.052      1.714     0.7818      1.303         10        640:  14%|█▍        | 73/519 [00:36<04:21,  1.70it/s]
      15/80      0.94G      1.053      1.717     0.7846      1.303         11        640:  14%|█▍        | 73/519 [00:36<04:21,  1.70it/s]
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      15/80      0.94G      1.051      1.711     0.7839      1.304          8        640:  14%|█▍        | 74/519 [00:37<03:33,  2.08it/s]
      15/80      0.94G      1.051      1.711     0.7839      1.304          8        640:  14%|█▍        | 75/519 [00:37<04:57,  1.49it/s]
      15/80      0.94G      1.049      1.707     0.7835      1.303          8        640:  14%|█▍        | 75/519 [00:38<04:57,  1.49it/s]
      15/80      0.94G      1.049      1.707     0.7835      1.303          8        640:  15%|█▍        | 76/519 [00:38<04:09,  1.78it/s]
      15/80      0.94G      1.054      1.711     0.7867      1.305          8        640:  15%|█▍        | 76/519 [00:38<04:09,  1.78it/s]
      15/80      0.94G      1.054      1.711     0.7867      1.305          8        640:  15%|█▍        | 77/519 [00:38<03:24,  2.16it/s]
      15/80      0.94G       1.05      1.706     0.7862      1.304          7        640:  15%|█▍        | 77/519 [00:38<03:24,  2.16it/s]
      15/80      0.94G       1.05      1.706     0.7862      1.304          7        640:  15%|█▌        | 78/519 [00:38<02:51,  2.56it/s]
      15/80      0.94G      1.052      1.713     0.7883      1.304         14        640:  15%|█▌        | 78/519 [00:39<02:51,  2.56it/s]
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      15/80      0.94G      1.076      1.778     0.7998       1.32         10        640:  89%|████████▉ | 461/519 [03:35<00:21,  2.67it/s]
      15/80      0.94G      1.076      1.778     0.7998       1.32         10        640:  89%|████████▉ | 462/519 [03:35<00:24,  2.30it/s]
      15/80      0.94G      1.076      1.778     0.7996       1.32         11        640:  89%|████████▉ | 462/519 [03:35<00:24,  2.30it/s]
      15/80      0.94G      1.076      1.778     0.7996       1.32         11        640:  89%|████████▉ | 463/519 [03:35<00:21,  2.56it/s]
      15/80      0.94G      1.076      1.778      0.799       1.32         10        640:  89%|████████▉ | 463/519 [03:36<00:21,  2.56it/s]
      15/80      0.94G      1.076      1.778      0.799       1.32         10        640:  89%|████████▉ | 464/519 [03:36<00:33,  1.65it/s]
      15/80      0.94G      1.076      1.779      0.799      1.321         10        640:  89%|████████▉ | 464/519 [03:37<00:33,  1.65it/s]
      15/80      0.94G      1.076      1.779      0.799      1.321         10        640:  90%|████████▉ | 465/519 [03:37<00:27,  1.93it/s]
      15/80      0.94G      1.077       1.78     0.7994      1.321          5        640:  90%|████████▉ | 465/519 [03:37<00:27,  1.93it/s]
      15/80      0.94G      1.077       1.78     0.7994      1.321          5        640:  90%|████████▉ | 466/519 [03:37<00:22,  2.32it/s]
      15/80      0.94G      1.077       1.78     0.7993      1.322          5        640:  90%|████████▉ | 466/519 [03:37<00:22,  2.32it/s]
      15/80      0.94G      1.077       1.78     0.7993      1.322          5        640:  90%|████████▉ | 467/519 [03:37<00:18,  2.76it/s]
      15/80      0.94G      1.077       1.78      0.799      1.322         12        640:  90%|████████▉ | 467/519 [03:38<00:18,  2.76it/s]
      15/80      0.94G      1.077       1.78      0.799      1.322         12        640:  90%|█████████ | 468/519 [03:38<00:26,  1.92it/s]
      15/80      0.94G      1.078      1.779      0.799      1.322          8        640:  90%|█████████ | 468/519 [03:38<00:26,  1.92it/s]
      15/80      0.94G      1.078      1.779      0.799      1.322          8        640:  90%|█████████ | 469/519 [03:38<00:21,  2.30it/s]
      15/80      0.94G      1.077      1.779      0.799      1.322          8        640:  90%|█████████ | 469/519 [03:39<00:21,  2.30it/s]
      15/80      0.94G      1.077      1.779      0.799      1.322          8        640:  91%|█████████ | 470/519 [03:39<00:23,  2.05it/s]
      15/80      0.94G      1.077      1.779     0.7988      1.322          7        640:  91%|█████████ | 470/519 [03:39<00:23,  2.05it/s]
      15/80      0.94G      1.077      1.779     0.7988      1.322          7        640:  91%|█████████ | 471/519 [03:39<00:19,  2.42it/s]
      15/80      0.94G      1.077      1.778     0.7989      1.322         11        640:  91%|█████████ | 471/519 [03:39<00:19,  2.42it/s]
      15/80      0.94G      1.077      1.778     0.7989      1.322         11        640:  91%|█████████ | 472/519 [03:39<00:17,  2.67it/s]
      15/80      0.94G      1.077      1.777     0.7985      1.321         12        640:  91%|█████████ | 472/519 [03:40<00:17,  2.67it/s]
      15/80      0.94G      1.077      1.777     0.7985      1.321         12        640:  91%|█████████ | 473/519 [03:40<00:18,  2.51it/s]
      15/80      0.94G      1.077      1.778     0.7985      1.321         13        640:  91%|█████████ | 473/519 [03:40<00:18,  2.51it/s]
      15/80      0.94G      1.077      1.778     0.7985      1.321         13        640:  91%|█████████▏| 474/519 [03:40<00:18,  2.49it/s]
      15/80      0.94G      1.077      1.777      0.798      1.321         10        640:  91%|█████████▏| 474/519 [03:42<00:18,  2.49it/s]
      15/80      0.94G      1.077      1.777      0.798      1.321         10        640:  92%|█████████▏| 475/519 [03:42<00:33,  1.32it/s]
      15/80      0.94G      1.077      1.777     0.7991      1.321          8        640:  92%|█████████▏| 475/519 [03:42<00:33,  1.32it/s]
      15/80      0.94G      1.077      1.777     0.7991      1.321          8        640:  92%|█████████▏| 476/519 [03:42<00:26,  1.60it/s]
      15/80      0.94G      1.076      1.776     0.7988      1.321         13        640:  92%|█████████▏| 476/519 [03:42<00:26,  1.60it/s]
      15/80      0.94G      1.076      1.776     0.7988      1.321         13        640:  92%|█████████▏| 477/519 [03:42<00:20,  2.01it/s]
      15/80      0.94G      1.076      1.776      0.799      1.321         10        640:  92%|█████████▏| 477/519 [03:42<00:20,  2.01it/s]
      15/80      0.94G      1.076      1.776      0.799      1.321         10        640:  92%|█████████▏| 478/519 [03:42<00:17,  2.37it/s]
      15/80      0.94G      1.076      1.776     0.7985      1.321         10        640:  92%|█████████▏| 478/519 [03:43<00:17,  2.37it/s]
      15/80      0.94G      1.076      1.776     0.7985      1.321         10        640:  92%|█████████▏| 479/519 [03:43<00:22,  1.74it/s]
      15/80      0.94G      1.076      1.775     0.7984      1.321         11        640:  92%|█████████▏| 479/519 [03:44<00:22,  1.74it/s]
      15/80      0.94G      1.076      1.775     0.7984      1.321         11        640:  92%|█████████▏| 480/519 [03:44<00:17,  2.19it/s]
      15/80      0.94G      1.076      1.777     0.7988      1.321         10        640:  92%|█████████▏| 480/519 [03:44<00:17,  2.19it/s]
      15/80      0.94G      1.076      1.777     0.7988      1.321         10        640:  93%|█████████▎| 481/519 [03:44<00:22,  1.72it/s]
      15/80      0.94G      1.077      1.776      0.799      1.321          7        640:  93%|█████████▎| 481/519 [03:45<00:22,  1.72it/s]
      15/80      0.94G      1.077      1.776      0.799      1.321          7        640:  93%|█████████▎| 482/519 [03:45<00:17,  2.09it/s]
      15/80      0.94G      1.077      1.775     0.7989      1.322          5        640:  93%|█████████▎| 482/519 [03:46<00:17,  2.09it/s]
      15/80      0.94G      1.077      1.775     0.7989      1.322          5        640:  93%|█████████▎| 483/519 [03:46<00:23,  1.52it/s]
      15/80      0.94G      1.078      1.776     0.7999      1.323          6        640:  93%|█████████▎| 483/519 [03:46<00:23,  1.52it/s]
      15/80      0.94G      1.078      1.776     0.7999      1.323          6        640:  93%|█████████▎| 484/519 [03:46<00:18,  1.86it/s]
      15/80      0.94G      1.078      1.776     0.7998      1.323         10        640:  93%|█████████▎| 484/519 [03:46<00:18,  1.86it/s]
      15/80      0.94G      1.078      1.776     0.7998      1.323         10        640:  93%|█████████▎| 485/519 [03:46<00:17,  1.96it/s]
      15/80      0.94G      1.079      1.775     0.7999      1.323         11        640:  93%|█████████▎| 485/519 [03:47<00:17,  1.96it/s]
      15/80      0.94G      1.079      1.775     0.7999      1.323         11        640:  94%|█████████▎| 486/519 [03:47<00:13,  2.36it/s]
      15/80      0.94G      1.079      1.775     0.7998      1.323         12        640:  94%|█████████▎| 486/519 [03:47<00:13,  2.36it/s]
      15/80      0.94G      1.079      1.775     0.7998      1.323         12        640:  94%|█████████▍| 487/519 [03:47<00:17,  1.87it/s]
      15/80      0.94G      1.079      1.776        0.8      1.323         12        640:  94%|█████████▍| 487/519 [03:48<00:17,  1.87it/s]
      15/80      0.94G      1.079      1.776        0.8      1.323         12        640:  94%|█████████▍| 488/519 [03:48<00:13,  2.26it/s]
      15/80      0.94G      1.079      1.776     0.8001      1.323          9        640:  94%|█████████▍| 488/519 [03:49<00:13,  2.26it/s]
      15/80      0.94G      1.079      1.776     0.8001      1.323          9        640:  94%|█████████▍| 489/519 [03:49<00:17,  1.75it/s]
      15/80      0.94G      1.079      1.775     0.7998      1.323          8        640:  94%|█████████▍| 489/519 [03:49<00:17,  1.75it/s]
      15/80      0.94G      1.079      1.775     0.7998      1.323          8        640:  94%|█████████▍| 490/519 [03:49<00:13,  2.15it/s]
      15/80      0.94G      1.078      1.774     0.7993      1.322         11        640:  94%|█████████▍| 490/519 [03:49<00:13,  2.15it/s]
      15/80      0.94G      1.078      1.774     0.7993      1.322         11        640:  95%|█████████▍| 491/519 [03:49<00:11,  2.38it/s]
      15/80      0.94G      1.077      1.774     0.7988      1.322         10        640:  95%|█████████▍| 491/519 [03:49<00:11,  2.38it/s]
      15/80      0.94G      1.077      1.774     0.7988      1.322         10        640:  95%|█████████▍| 492/519 [03:49<00:10,  2.69it/s]
      15/80      0.94G      1.077      1.773     0.7991      1.322          8        640:  95%|█████████▍| 492/519 [03:50<00:10,  2.69it/s]
      15/80      0.94G      1.077      1.773     0.7991      1.322          8        640:  95%|█████████▍| 493/519 [03:50<00:09,  2.65it/s]
      15/80      0.94G      1.077      1.774     0.7986      1.322          6        640:  95%|█████████▍| 493/519 [03:50<00:09,  2.65it/s]
      15/80      0.94G      1.077      1.774     0.7986      1.322          6        640:  95%|█████████▌| 494/519 [03:50<00:08,  2.98it/s]
      15/80      0.94G      1.077      1.773     0.7983      1.322         12        640:  95%|█████████▌| 494/519 [03:51<00:08,  2.98it/s]
      15/80      0.94G      1.077      1.773     0.7983      1.322         12        640:  95%|█████████▌| 495/519 [03:51<00:10,  2.34it/s]
      15/80      0.94G      1.077      1.773     0.7984      1.322          9        640:  95%|█████████▌| 495/519 [03:51<00:10,  2.34it/s]
      15/80      0.94G      1.077      1.773     0.7984      1.322          9        640:  96%|█████████▌| 496/519 [03:51<00:08,  2.65it/s]
      15/80      0.94G      1.077      1.772     0.7984      1.322         11        640:  96%|█████████▌| 496/519 [03:51<00:08,  2.65it/s]
      15/80      0.94G      1.077      1.772     0.7984      1.322         11        640:  96%|█████████▌| 497/519 [03:51<00:08,  2.66it/s]
      15/80      0.94G      1.076      1.772     0.7983      1.322         11        640:  96%|█████████▌| 497/519 [03:51<00:08,  2.66it/s]
      15/80      0.94G      1.076      1.772     0.7983      1.322         11        640:  96%|█████████▌| 498/519 [03:51<00:06,  3.05it/s]
      15/80      0.94G      1.076      1.772      0.798      1.321         13        640:  96%|█████████▌| 498/519 [03:52<00:06,  3.05it/s]
      15/80      0.94G      1.076      1.772      0.798      1.321         13        640:  96%|█████████▌| 499/519 [03:52<00:07,  2.73it/s]
      15/80      0.94G      1.077      1.772     0.7984      1.321         12        640:  96%|█████████▌| 499/519 [03:52<00:07,  2.73it/s]
      15/80      0.94G      1.077      1.772     0.7984      1.321         12        640:  96%|█████████▋| 500/519 [03:52<00:06,  3.07it/s]
      15/80      0.94G      1.078      1.773     0.7987      1.322         11        640:  96%|█████████▋| 500/519 [03:53<00:06,  3.07it/s]
      15/80      0.94G      1.078      1.773     0.7987      1.322         11        640:  97%|█████████▋| 501/519 [03:53<00:06,  2.61it/s]
      15/80      0.94G      1.079      1.777        0.8      1.322          7        640:  97%|█████████▋| 501/519 [03:53<00:06,  2.61it/s]
      15/80      0.94G      1.079      1.777        0.8      1.322          7        640:  97%|█████████▋| 502/519 [03:53<00:06,  2.76it/s]
      15/80      0.94G      1.079      1.777     0.7994      1.322         11        640:  97%|█████████▋| 502/519 [03:55<00:06,  2.76it/s]
      15/80      0.94G      1.079      1.777     0.7994      1.322         11        640:  97%|█████████▋| 503/519 [03:55<00:11,  1.35it/s]
      15/80      0.94G      1.079      1.777     0.7993      1.322         12        640:  97%|█████████▋| 503/519 [03:55<00:11,  1.35it/s]
      15/80      0.94G      1.079      1.777     0.7993      1.322         12        640:  97%|█████████▋| 504/519 [03:55<00:08,  1.72it/s]
      15/80      0.94G      1.079      1.777     0.7992      1.321         10        640:  97%|█████████▋| 504/519 [03:55<00:08,  1.72it/s]
      15/80      0.94G      1.079      1.777     0.7992      1.321         10        640:  97%|█████████▋| 505/519 [03:55<00:06,  2.08it/s]
      15/80      0.94G      1.078      1.777     0.7995      1.321         13        640:  97%|█████████▋| 505/519 [03:55<00:06,  2.08it/s]
      15/80      0.94G      1.078      1.777     0.7995      1.321         13        640:  97%|█████████▋| 506/519 [03:55<00:05,  2.39it/s]
      15/80      0.94G      1.079      1.776     0.7998      1.321          9        640:  97%|█████████▋| 506/519 [03:57<00:05,  2.39it/s]
      15/80      0.94G      1.079      1.776     0.7998      1.321          9        640:  98%|█████████▊| 507/519 [03:57<00:08,  1.44it/s]
      15/80      0.94G       1.08      1.778     0.8007      1.322          7        640:  98%|█████████▊| 507/519 [03:57<00:08,  1.44it/s]
      15/80      0.94G       1.08      1.778     0.8007      1.322          7        640:  98%|█████████▊| 508/519 [03:57<00:06,  1.77it/s]
      15/80      0.94G      1.079      1.777     0.8002      1.321          9        640:  98%|█████████▊| 508/519 [03:57<00:06,  1.77it/s]
      15/80      0.94G      1.079      1.777     0.8002      1.321          9        640:  98%|█████████▊| 509/519 [03:57<00:04,  2.04it/s]
      15/80      0.94G      1.079      1.776     0.8005      1.321         11        640:  98%|█████████▊| 509/519 [03:58<00:04,  2.04it/s]
      15/80      0.94G      1.079      1.776     0.8005      1.321         11        640:  98%|█████████▊| 510/519 [03:58<00:03,  2.29it/s]
      15/80      0.94G       1.08      1.777     0.8012      1.321         10        640:  98%|█████████▊| 510/519 [03:59<00:03,  2.29it/s]
      15/80      0.94G       1.08      1.777     0.8012      1.321         10        640:  98%|█████████▊| 511/519 [03:59<00:05,  1.43it/s]
      15/80      0.94G       1.08      1.778     0.8013      1.321         14        640:  98%|█████████▊| 511/519 [03:59<00:05,  1.43it/s]
      15/80      0.94G       1.08      1.778     0.8013      1.321         14        640:  99%|█████████▊| 512/519 [03:59<00:03,  1.80it/s]
      15/80      0.94G       1.08      1.778      0.801      1.321         11        640:  99%|█████████▊| 512/519 [03:59<00:03,  1.80it/s]
      15/80      0.94G       1.08      1.778      0.801      1.321         11        640:  99%|█████████▉| 513/519 [03:59<00:02,  2.07it/s]
      15/80      0.94G      1.079      1.778     0.8007      1.321         12        640:  99%|█████████▉| 513/519 [04:00<00:02,  2.07it/s]
      15/80      0.94G      1.079      1.778     0.8007      1.321         12        640:  99%|█████████▉| 514/519 [04:00<00:02,  2.49it/s]
      15/80      0.94G      1.079      1.779      0.801      1.321          7        640:  99%|█████████▉| 514/519 [04:00<00:02,  2.49it/s]
      15/80      0.94G      1.079      1.779      0.801      1.321          7        640:  99%|█████████▉| 515/519 [04:00<00:02,  1.84it/s]
      15/80      0.94G       1.08      1.779     0.8011      1.321          7        640:  99%|█████████▉| 515/519 [04:01<00:02,  1.84it/s]
      15/80      0.94G       1.08      1.779     0.8011      1.321          7        640:  99%|█████████▉| 516/519 [04:01<00:01,  2.40it/s]
      15/80      0.94G      1.079      1.778     0.8009      1.321         11        640:  99%|█████████▉| 516/519 [04:01<00:01,  2.40it/s]
      15/80      0.94G      1.079      1.778     0.8009      1.321         11        640: 100%|█████████▉| 517/519 [04:01<00:00,  3.03it/s]
      15/80      0.94G       1.08      1.778      0.801      1.321          9        640: 100%|█████████▉| 517/519 [04:01<00:00,  3.03it/s]
      15/80      0.94G       1.08      1.778      0.801      1.321          9        640: 100%|█████████▉| 518/519 [04:01<00:00,  3.80it/s]
      15/80      0.94G       1.08      1.779      0.801      1.323          6        640: 100%|█████████▉| 518/519 [04:01<00:00,  3.80it/s]
      15/80      0.94G       1.08      1.779      0.801      1.323          6        640: 100%|██████████| 519/519 [04:01<00:00,  3.56it/s]
      15/80      0.94G       1.08      1.779      0.801      1.323          6        640: 100%|██████████| 519/519 [04:01<00:00,  2.15it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:44,  6.33s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:53,  2.75s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:06<01:41,  1.64s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:10,  1.16s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:56,  1.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:48,  1.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:08<00:41,  1.39it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:37,  1.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:09<00:32,  1.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:27,  2.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:25,  2.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:10<00:22,  2.31it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:11<00:23,  2.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:24,  1.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:26,  1.83it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:24,  1.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:24,  1.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:26,  1.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:26,  1.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:25,  1.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:21,  1.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:18,  2.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:05,  6.39it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.59it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.87it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:03,  6.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.31it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.39it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  6.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.42it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.82it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:21<00:01,  7.53it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  82%|████████▏ | 53/65 [00:21<00:01,  8.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  9.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.47it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.87it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.79it/s]
+                   all        519        519       0.96      0.904      0.971       0.68      0.967      0.909      0.972      0.675
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
      16/80      0.94G        1.2      2.255     0.9484      1.404         10        640:   0%|          | 0/519 [00:03<?, ?it/s]
      16/80      0.94G        1.2      2.255     0.9484      1.404         10        640:   0%|          | 1/519 [00:03<27:46,  3.22s/it]
      16/80      0.94G      1.001      1.714     0.7978      1.307         12        640:   0%|          | 1/519 [00:03<27:46,  3.22s/it]
      16/80      0.94G      1.001      1.714     0.7978      1.307         12        640:   0%|          | 2/519 [00:03<12:27,  1.45s/it]
      16/80      0.94G      1.049      1.646     0.7562       1.31          7        640:   0%|          | 2/519 [00:03<12:27,  1.45s/it]
      16/80      0.94G      1.049      1.646     0.7562       1.31          7        640:   1%|          | 3/519 [00:03<07:50,  1.10it/s]
      16/80      0.94G      1.002      1.494     0.7074      1.283          9        640:   1%|          | 3/519 [00:04<07:50,  1.10it/s]
      16/80      0.94G      1.002      1.494     0.7074      1.283          9        640:   1%|          | 4/519 [00:04<05:54,  1.45it/s]
      16/80      0.94G      1.019      1.563     0.7436      1.322          9        640:   1%|          | 4/519 [00:05<05:54,  1.45it/s]
      16/80      0.94G      1.019      1.563     0.7436      1.322          9        640:   1%|          | 5/519 [00:05<08:19,  1.03it/s]
      16/80      0.94G      1.101      1.672     0.8531      1.362          9        640:   1%|          | 5/519 [00:05<08:19,  1.03it/s]
      16/80      0.94G      1.101      1.672     0.8531      1.362          9        640:   1%|          | 6/519 [00:05<06:15,  1.37it/s]
      16/80      0.94G      1.088      1.616     0.8268      1.336         11        640:   1%|          | 6/519 [00:06<06:15,  1.37it/s]
      16/80      0.94G      1.088      1.616     0.8268      1.336         11        640:   1%|▏         | 7/519 [00:06<04:56,  1.73it/s]
      16/80      0.94G      1.098      1.633     0.8329      1.334          9        640:   1%|▏         | 7/519 [00:06<04:56,  1.73it/s]
      16/80      0.94G      1.098      1.633     0.8329      1.334          9        640:   2%|▏         | 8/519 [00:06<03:54,  2.18it/s]
      16/80      0.94G      1.069      1.618     0.8166      1.316          9        640:   2%|▏         | 8/519 [00:07<03:54,  2.18it/s]
      16/80      0.94G      1.069      1.618     0.8166      1.316          9        640:   2%|▏         | 9/519 [00:07<05:29,  1.55it/s]
      16/80      0.94G      1.123      1.733     0.8265      1.371         12        640:   2%|▏         | 9/519 [00:07<05:29,  1.55it/s]
      16/80      0.94G      1.123      1.733     0.8265      1.371         12        640:   2%|▏         | 10/519 [00:07<04:26,  1.91it/s]
      16/80      0.94G      1.111      1.722     0.8222      1.367         10        640:   2%|▏         | 10/519 [00:07<04:26,  1.91it/s]
      16/80      0.94G      1.111      1.722     0.8222      1.367         10        640:   2%|▏         | 11/519 [00:07<03:40,  2.30it/s]
      16/80      0.94G      1.111      1.712     0.8036      1.364          9        640:   2%|▏         | 11/519 [00:08<03:40,  2.30it/s]
      16/80      0.94G      1.111      1.712     0.8036      1.364          9        640:   2%|▏         | 12/519 [00:08<03:07,  2.70it/s]
      16/80      0.94G      1.105      1.725     0.8139      1.365         11        640:   2%|▏         | 12/519 [00:09<03:07,  2.70it/s]
      16/80      0.94G      1.105      1.725     0.8139      1.365         11        640:   3%|▎         | 13/519 [00:09<05:08,  1.64it/s]
      16/80      0.94G      1.092      1.715     0.8154      1.368          7        640:   3%|▎         | 13/519 [00:09<05:08,  1.64it/s]
      16/80      0.94G      1.092      1.715     0.8154      1.368          7        640:   3%|▎         | 14/519 [00:09<04:10,  2.02it/s]
      16/80      0.94G       1.08      1.684     0.8029      1.351         10        640:   3%|▎         | 14/519 [00:09<04:10,  2.02it/s]
      16/80      0.94G       1.08      1.684     0.8029      1.351         10        640:   3%|▎         | 15/519 [00:09<03:37,  2.32it/s]
      16/80      0.94G      1.071      1.677     0.8087      1.356          9        640:   3%|▎         | 15/519 [00:09<03:37,  2.32it/s]
      16/80      0.94G      1.071      1.677     0.8087      1.356          9        640:   3%|▎         | 16/519 [00:09<03:06,  2.70it/s]
      16/80      0.94G      1.077      1.673     0.8085      1.355          8        640:   3%|▎         | 16/519 [00:11<03:06,  2.70it/s]
      16/80      0.94G      1.077      1.673     0.8085      1.355          8        640:   3%|▎         | 17/519 [00:11<05:42,  1.47it/s]
      16/80      0.94G      1.067      1.648     0.8034      1.357          8        640:   3%|▎         | 17/519 [00:11<05:42,  1.47it/s]
      16/80      0.94G      1.067      1.648     0.8034      1.357          8        640:   3%|▎         | 18/519 [00:11<04:28,  1.86it/s]
      16/80      0.94G      1.077      1.656     0.8228      1.363          8        640:   3%|▎         | 18/519 [00:11<04:28,  1.86it/s]
      16/80      0.94G      1.077      1.656     0.8228      1.363          8        640:   4%|▎         | 19/519 [00:11<03:34,  2.33it/s]
      16/80      0.94G      1.072        1.7     0.8208      1.358         12        640:   4%|▎         | 19/519 [00:12<03:34,  2.33it/s]
      16/80      0.94G      1.072        1.7     0.8208      1.358         12        640:   4%|▍         | 20/519 [00:12<03:21,  2.48it/s]
      16/80      0.94G      1.079      1.688     0.8163      1.355         10        640:   4%|▍         | 20/519 [00:13<03:21,  2.48it/s]
      16/80      0.94G      1.079      1.688     0.8163      1.355         10        640:   4%|▍         | 21/519 [00:13<05:36,  1.48it/s]
      16/80      0.94G      1.085      1.708     0.8206      1.356         12        640:   4%|▍         | 21/519 [00:13<05:36,  1.48it/s]
      16/80      0.94G      1.085      1.708     0.8206      1.356         12        640:   4%|▍         | 22/519 [00:13<04:24,  1.88it/s]
      16/80      0.94G      1.095      1.723     0.8329      1.369         13        640:   4%|▍         | 22/519 [00:13<04:24,  1.88it/s]
      16/80      0.94G      1.095      1.723     0.8329      1.369         13        640:   4%|▍         | 23/519 [00:13<03:41,  2.24it/s]
      16/80      0.94G      1.111      1.736      0.826      1.373         10        640:   4%|▍         | 23/519 [00:14<03:41,  2.24it/s]
      16/80      0.94G      1.111      1.736      0.826      1.373         10        640:   5%|▍         | 24/519 [00:14<03:04,  2.68it/s]
      16/80      0.94G      1.108      1.735     0.8196      1.381          8        640:   5%|▍         | 24/519 [00:14<03:04,  2.68it/s]
      16/80      0.94G      1.108      1.735     0.8196      1.381          8        640:   5%|▍         | 25/519 [00:14<03:39,  2.25it/s]
      16/80      0.94G      1.098      1.737     0.8158      1.376          6        640:   5%|▍         | 25/519 [00:14<03:39,  2.25it/s]
      16/80      0.94G      1.098      1.737     0.8158      1.376          6        640:   5%|▌         | 26/519 [00:14<03:01,  2.72it/s]
      16/80      0.94G      1.101      1.751     0.8157      1.376         12        640:   5%|▌         | 26/519 [00:15<03:01,  2.72it/s]
      16/80      0.94G      1.101      1.751     0.8157      1.376         12        640:   5%|▌         | 27/519 [00:15<02:45,  2.97it/s]
      16/80      0.94G      1.096      1.761     0.8068      1.374          9        640:   5%|▌         | 27/519 [00:15<02:45,  2.97it/s]
      16/80      0.94G      1.091       1.75     0.8069       1.37         11        640:   5%|▌         | 27/519 [00:16<02:45,  2.97it/s]
      16/80      0.94G      1.091       1.75     0.8069       1.37         11        640:   6%|▌         | 29/519 [00:16<04:45,  1.72it/s]
      16/80      0.94G      1.093      1.739     0.8021      1.378          6        640:   6%|▌         | 29/519 [00:17<04:45,  1.72it/s]
      16/80      0.94G      1.093      1.739     0.8021      1.378          6        640:   6%|▌         | 30/519 [00:17<04:03,  2.01it/s]
      16/80      0.94G      1.082      1.732     0.7935      1.375          5        640:   6%|▌         | 30/519 [00:17<04:03,  2.01it/s]
      16/80      0.94G      1.082      1.732     0.7935      1.375          5        640:   6%|▌         | 31/519 [00:17<03:24,  2.38it/s]
      16/80      0.94G       1.08      1.733     0.7889      1.369          9        640:   6%|▌         | 31/519 [00:17<03:24,  2.38it/s]
      16/80      0.94G       1.08      1.733     0.7889      1.369          9        640:   6%|▌         | 32/519 [00:17<02:57,  2.74it/s]
      16/80      0.94G      1.082      1.734     0.7827      1.371         10        640:   6%|▌         | 32/519 [00:18<02:57,  2.74it/s]
      16/80      0.94G      1.082      1.734     0.7827      1.371         10        640:   6%|▋         | 33/519 [00:18<04:08,  1.96it/s]
      16/80      0.94G      1.092      1.737     0.7863      1.379          7        640:   6%|▋         | 33/519 [00:18<04:08,  1.96it/s]
      16/80      0.94G      1.092      1.737     0.7863      1.379          7        640:   7%|▋         | 34/519 [00:18<03:40,  2.20it/s]
      16/80      0.94G      1.095      1.763     0.8044      1.382          7        640:   7%|▋         | 34/519 [00:19<03:40,  2.20it/s]
      16/80      0.94G      1.095      1.763     0.8044      1.382          7        640:   7%|▋         | 35/519 [00:19<03:27,  2.33it/s]
      16/80      0.94G      1.093      1.772     0.8015      1.378         13        640:   7%|▋         | 35/519 [00:19<03:27,  2.33it/s]
      16/80      0.94G      1.093      1.772     0.8015      1.378         13        640:   7%|▋         | 36/519 [00:19<03:06,  2.59it/s]
      16/80      0.94G       1.09      1.779     0.7983      1.378         10        640:   7%|▋         | 36/519 [00:20<03:06,  2.59it/s]
      16/80      0.94G       1.09      1.779     0.7983      1.378         10        640:   7%|▋         | 37/519 [00:20<04:07,  1.95it/s]
      16/80      0.94G      1.084      1.766     0.8022      1.375         10        640:   7%|▋         | 37/519 [00:20<04:07,  1.95it/s]
      16/80      0.94G      1.084      1.766     0.8022      1.375         10        640:   7%|▋         | 38/519 [00:20<03:31,  2.27it/s]
      16/80      0.94G      1.082      1.749     0.7945      1.371         10        640:   7%|▋         | 38/519 [00:20<03:31,  2.27it/s]
      16/80      0.94G      1.082      1.749     0.7945      1.371         10        640:   8%|▊         | 39/519 [00:20<03:03,  2.62it/s]
      16/80      0.94G      1.084      1.736     0.7934      1.368         10        640:   8%|▊         | 39/519 [00:20<03:03,  2.62it/s]
      16/80      0.94G      1.084      1.736     0.7934      1.368         10        640:   8%|▊         | 40/519 [00:20<02:41,  2.97it/s]
      16/80      0.94G      1.083      1.723     0.7901      1.363         12        640:   8%|▊         | 40/519 [00:22<02:41,  2.97it/s]
      16/80      0.94G      1.083      1.723     0.7901      1.363         12        640:   8%|▊         | 41/519 [00:22<05:59,  1.33it/s]
      16/80      0.94G      1.084      1.739     0.7866      1.362         10        640:   8%|▊         | 41/519 [00:22<05:59,  1.33it/s]
      16/80      0.94G      1.084      1.739     0.7866      1.362         10        640:   8%|▊         | 42/519 [00:22<04:49,  1.65it/s]
      16/80      0.94G      1.084      1.731      0.785      1.361          8        640:   8%|▊         | 42/519 [00:23<04:49,  1.65it/s]
      16/80      0.94G      1.084      1.731      0.785      1.361          8        640:   8%|▊         | 43/519 [00:23<03:49,  2.07it/s]
      16/80      0.94G      1.079      1.726     0.7801      1.356         10        640:   8%|▊         | 43/519 [00:23<03:49,  2.07it/s]
      16/80      0.94G      1.079      1.726     0.7801      1.356         10        640:   8%|▊         | 44/519 [00:23<03:14,  2.44it/s]
      16/80      0.94G      1.073      1.725     0.7825      1.353          7        640:   8%|▊         | 44/519 [00:23<03:14,  2.44it/s]
      16/80      0.94G      1.073      1.725     0.7825      1.353          7        640:   9%|▊         | 45/519 [00:23<03:47,  2.09it/s]
      16/80      0.94G      1.073      1.733     0.7787       1.35         13        640:   9%|▊         | 45/519 [00:24<03:47,  2.09it/s]
      16/80      0.94G      1.073      1.733     0.7787       1.35         13        640:   9%|▉         | 46/519 [00:24<03:10,  2.48it/s]
      16/80      0.94G      1.083      1.744     0.7849      1.355         11        640:   9%|▉         | 46/519 [00:24<03:10,  2.48it/s]
      16/80      0.94G      1.083      1.744     0.7849      1.355         11        640:   9%|▉         | 47/519 [00:24<02:45,  2.85it/s]
      16/80      0.94G      1.087      1.754     0.7866      1.358         13        640:   9%|▉         | 47/519 [00:24<02:45,  2.85it/s]
      16/80      0.94G      1.087      1.754     0.7866      1.358         13        640:   9%|▉         | 48/519 [00:24<02:31,  3.10it/s]
      16/80      0.94G      1.089      1.769     0.7893      1.359         11        640:   9%|▉         | 48/519 [00:25<02:31,  3.10it/s]
      16/80      0.94G      1.089      1.769     0.7893      1.359         11        640:   9%|▉         | 49/519 [00:25<04:13,  1.85it/s]
      16/80      0.94G      1.097      1.795      0.795      1.361         13        640:   9%|▉         | 49/519 [00:25<04:13,  1.85it/s]
      16/80      0.94G      1.097      1.795      0.795      1.361         13        640:  10%|▉         | 50/519 [00:25<03:31,  2.22it/s]
      16/80      0.94G      1.099      1.792     0.7912      1.363          6        640:  10%|▉         | 50/519 [00:26<03:31,  2.22it/s]
      16/80      0.94G      1.099      1.792     0.7912      1.363          6        640:  10%|▉         | 51/519 [00:26<04:27,  1.75it/s]
      16/80      0.94G      1.094      1.782     0.7982      1.359          9        640:  10%|▉         | 51/519 [00:27<04:27,  1.75it/s]
      16/80      0.94G      1.094      1.782     0.7982      1.359          9        640:  10%|█         | 52/519 [00:27<03:37,  2.14it/s]
      16/80      0.94G      1.096      1.782     0.7957       1.36         14        640:  10%|█         | 52/519 [00:27<03:37,  2.14it/s]
      16/80      0.94G      1.096      1.782     0.7957       1.36         14        640:  10%|█         | 53/519 [00:27<03:29,  2.23it/s]
      16/80      0.94G      1.096      1.779      0.802       1.36          8        640:  10%|█         | 53/519 [00:27<03:29,  2.23it/s]
      16/80      0.94G      1.096      1.779      0.802       1.36          8        640:  10%|█         | 54/519 [00:27<03:02,  2.55it/s]
      16/80      0.94G      1.094      1.776     0.7996      1.358         11        640:  10%|█         | 54/519 [00:28<03:02,  2.55it/s]
      16/80      0.94G      1.094      1.776     0.7996      1.358         11        640:  11%|█         | 55/519 [00:28<04:30,  1.71it/s]
      16/80      0.94G      1.092      1.776     0.7994      1.356          9        640:  11%|█         | 55/519 [00:28<04:30,  1.71it/s]
      16/80      0.94G      1.092      1.776     0.7994      1.356          9        640:  11%|█         | 56/519 [00:28<03:40,  2.10it/s]
      16/80      0.94G      1.107      1.799     0.8101      1.371          6        640:  11%|█         | 56/519 [00:29<03:40,  2.10it/s]
      16/80      0.94G      1.107      1.799     0.8101      1.371          6        640:  11%|█         | 57/519 [00:29<03:03,  2.52it/s]
      16/80      0.94G      1.107      1.807     0.8113      1.368         10        640:  11%|█         | 57/519 [00:29<03:03,  2.52it/s]
      16/80      0.94G      1.107      1.807     0.8113      1.368         10        640:  11%|█         | 58/519 [00:29<02:34,  2.98it/s]
      16/80      0.94G      1.106      1.812     0.8126      1.367         11        640:  11%|█         | 58/519 [00:30<02:34,  2.98it/s]
      16/80      0.94G      1.106      1.812     0.8126      1.367         11        640:  11%|█▏        | 59/519 [00:30<04:30,  1.70it/s]
      16/80      0.94G      1.117      1.819     0.8279      1.379          9        640:  11%|█▏        | 59/519 [00:30<04:30,  1.70it/s]
      16/80      0.94G      1.117      1.819     0.8279      1.379          9        640:  12%|█▏        | 60/519 [00:30<03:36,  2.12it/s]
      16/80      0.94G       1.12      1.816     0.8263       1.38          9        640:  12%|█▏        | 60/519 [00:30<03:36,  2.12it/s]
      16/80      0.94G       1.12      1.816     0.8263       1.38          9        640:  12%|█▏        | 61/519 [00:30<03:08,  2.43it/s]
      16/80      0.94G       1.12      1.815     0.8283       1.38          8        640:  12%|█▏        | 61/519 [00:31<03:08,  2.43it/s]
      16/80      0.94G       1.12      1.815     0.8283       1.38          8        640:  12%|█▏        | 62/519 [00:31<02:45,  2.77it/s]
      16/80      0.94G      1.119      1.811     0.8281      1.379          9        640:  12%|█▏        | 62/519 [00:32<02:45,  2.77it/s]
      16/80      0.94G      1.119      1.811     0.8281      1.379          9        640:  12%|█▏        | 63/519 [00:32<04:28,  1.70it/s]
      16/80      0.94G      1.122      1.811     0.8282      1.382         10        640:  12%|█▏        | 63/519 [00:32<04:28,  1.70it/s]
      16/80      0.94G      1.122      1.811     0.8282      1.382         10        640:  12%|█▏        | 64/519 [00:32<03:34,  2.12it/s]
      16/80      0.94G      1.128      1.813       0.83      1.381         12        640:  12%|█▏        | 64/519 [00:32<03:34,  2.12it/s]
      16/80      0.94G      1.128      1.813       0.83      1.381         12        640:  13%|█▎        | 65/519 [00:32<03:02,  2.49it/s]
      16/80      0.94G      1.132      1.812     0.8316      1.385         11        640:  13%|█▎        | 65/519 [00:33<03:02,  2.49it/s]
      16/80      0.94G      1.132      1.812     0.8316      1.385         11        640:  13%|█▎        | 66/519 [00:33<02:41,  2.80it/s]
      16/80      0.94G      1.131      1.802     0.8279      1.383          6        640:  13%|█▎        | 66/519 [00:33<02:41,  2.80it/s]
      16/80      0.94G      1.131      1.802     0.8279      1.383          6        640:  13%|█▎        | 67/519 [00:33<03:17,  2.29it/s]
      16/80      0.94G      1.129      1.797     0.8261       1.38          8        640:  13%|█▎        | 67/519 [00:33<03:17,  2.29it/s]
      16/80      0.94G      1.129      1.797     0.8261       1.38          8        640:  13%|█▎        | 68/519 [00:33<02:57,  2.54it/s]
      16/80      0.94G      1.132      1.805       0.83      1.382         10        640:  13%|█▎        | 68/519 [00:34<02:57,  2.54it/s]
      16/80      0.94G      1.132      1.805       0.83      1.382         10        640:  13%|█▎        | 69/519 [00:34<02:37,  2.86it/s]
      16/80      0.94G      1.132       1.81     0.8311      1.379         14        640:  13%|█▎        | 69/519 [00:34<02:37,  2.86it/s]
      16/80      0.94G      1.132       1.81     0.8311      1.379         14        640:  13%|█▎        | 70/519 [00:34<03:35,  2.09it/s]
      16/80      0.94G      1.128      1.802     0.8277      1.376         11        640:  13%|█▎        | 70/519 [00:36<03:35,  2.09it/s]
      16/80      0.94G      1.128      1.802     0.8277      1.376         11        640:  14%|█▎        | 71/519 [00:36<05:12,  1.44it/s]
      16/80      0.94G      1.128      1.804     0.8266      1.373          9        640:  14%|█▎        | 71/519 [00:36<05:12,  1.44it/s]
      16/80      0.94G      1.128      1.804     0.8266      1.373          9        640:  14%|█▍        | 72/519 [00:36<04:19,  1.72it/s]
      16/80      0.94G       1.13      1.804     0.8269      1.372         13        640:  14%|█▍        | 72/519 [00:36<04:19,  1.72it/s]
      16/80      0.94G       1.13      1.804     0.8269      1.372         13        640:  14%|█▍        | 73/519 [00:36<03:30,  2.12it/s]
      16/80      0.94G      1.133      1.804     0.8276      1.374         10        640:  14%|█▍        | 73/519 [00:37<03:30,  2.12it/s]
      16/80      0.94G      1.133      1.804     0.8276      1.374         10        640:  14%|█▍        | 74/519 [00:37<03:18,  2.25it/s]
      16/80      0.94G      1.136      1.812     0.8297      1.375         12        640:  14%|█▍        | 74/519 [00:37<03:18,  2.25it/s]
      16/80      0.94G      1.136      1.812     0.8297      1.375         12        640:  14%|█▍        | 75/519 [00:37<04:08,  1.79it/s]
      16/80      0.94G      1.134      1.809     0.8298      1.375          8        640:  14%|█▍        | 75/519 [00:38<04:08,  1.79it/s]
      16/80      0.94G      1.134      1.809     0.8298      1.375          8        640:  15%|█▍        | 76/519 [00:38<03:33,  2.07it/s]
      16/80      0.94G      1.133      1.803     0.8271      1.372         16        640:  15%|█▍        | 76/519 [00:38<03:33,  2.07it/s]
      16/80      0.94G      1.133      1.803     0.8271      1.372         16        640:  15%|█▍        | 77/519 [00:38<02:57,  2.49it/s]
      16/80      0.94G      1.133      1.804      0.831      1.371          8        640:  15%|█▍        | 77/519 [00:38<02:57,  2.49it/s]
      16/80      0.94G      1.133      1.804      0.831      1.371          8        640:  15%|█▌        | 78/519 [00:38<02:33,  2.88it/s]
      16/80      0.94G      1.131      1.804     0.8293       1.37          9        640:  15%|█▌        | 78/519 [00:40<02:33,  2.88it/s]
      16/80      0.94G      1.131      1.804     0.8293       1.37          9        640:  15%|█▌        | 79/519 [00:40<05:42,  1.29it/s]
      16/80      0.94G      1.128      1.801     0.8264      1.368          8        640:  15%|█▌        | 79/519 [00:40<05:42,  1.29it/s]
      16/80      0.94G      1.128      1.801     0.8264      1.368          8        640:  15%|█▌        | 80/519 [00:40<04:28,  1.63it/s]
      16/80      0.94G      1.124      1.793     0.8222      1.364         10        640:  15%|█▌        | 80/519 [00:40<04:28,  1.63it/s]
      16/80      0.94G      1.124      1.793     0.8222      1.364         10        640:  16%|█▌        | 81/519 [00:40<03:32,  2.06it/s]
      16/80      0.94G      1.125      1.791     0.8214      1.362          8        640:  16%|█▌        | 81/519 [00:41<03:32,  2.06it/s]
      16/80      0.94G      1.125      1.791     0.8214      1.362          8        640:  16%|█▌        | 82/519 [00:41<03:10,  2.30it/s]
      16/80      0.94G      1.123      1.789     0.8199       1.36         12        640:  16%|█▌        | 82/519 [00:42<03:10,  2.30it/s]
      16/80      0.94G      1.123      1.789     0.8199       1.36         12        640:  16%|█▌        | 83/519 [00:42<04:44,  1.53it/s]
      16/80      0.94G      1.123      1.794     0.8192       1.36         14        640:  16%|█▌        | 83/519 [00:42<04:44,  1.53it/s]
      16/80      0.94G      1.123      1.794     0.8192       1.36         14        640:  16%|█▌        | 84/519 [00:42<04:09,  1.74it/s]
      16/80      0.94G       1.12      1.792     0.8177      1.357          9        640:  16%|█▌        | 84/519 [00:42<04:09,  1.74it/s]
      16/80      0.94G       1.12      1.792     0.8177      1.357          9        640:  16%|█▋        | 85/519 [00:42<03:26,  2.10it/s]
      16/80      0.94G      1.117      1.791     0.8149      1.354         13        640:  16%|█▋        | 85/519 [00:43<03:26,  2.10it/s]
      16/80      0.94G      1.117      1.791     0.8149      1.354         13        640:  17%|█▋        | 86/519 [00:43<02:54,  2.48it/s]
      16/80      0.94G      1.115      1.791      0.815      1.353         13        640:  17%|█▋        | 86/519 [00:44<02:54,  2.48it/s]
      16/80      0.94G      1.115      1.791      0.815      1.353         13        640:  17%|█▋        | 87/519 [00:44<05:05,  1.42it/s]
      16/80      0.94G      1.117      1.795      0.823      1.355          6        640:  17%|█▋        | 87/519 [00:44<05:05,  1.42it/s]
      16/80      0.94G      1.117      1.795      0.823      1.355          6        640:  17%|█▋        | 88/519 [00:44<03:59,  1.80it/s]
      16/80      0.94G      1.112      1.788     0.8197      1.351         11        640:  17%|█▋        | 88/519 [00:45<03:59,  1.80it/s]
      16/80      0.94G      1.112      1.788     0.8197      1.351         11        640:  17%|█▋        | 89/519 [00:45<03:26,  2.08it/s]
      16/80      0.94G      1.117      1.795     0.8202      1.357          9        640:  17%|█▋        | 89/519 [00:45<03:26,  2.08it/s]
      16/80      0.94G      1.117      1.795     0.8202      1.357          9        640:  17%|█▋        | 90/519 [00:45<02:59,  2.39it/s]
      16/80      0.94G      1.116      1.793     0.8196      1.355         10        640:  17%|█▋        | 90/519 [00:46<02:59,  2.39it/s]
      16/80      0.94G      1.116      1.793     0.8196      1.355         10        640:  18%|█▊        | 91/519 [00:46<05:00,  1.42it/s]
      16/80      0.94G      1.115      1.788     0.8175      1.355          9        640:  18%|█▊        | 91/519 [00:47<05:00,  1.42it/s]
      16/80      0.94G      1.115      1.788     0.8175      1.355          9        640:  18%|█▊        | 92/519 [00:47<04:02,  1.76it/s]
      16/80      0.94G      1.112      1.781     0.8156      1.354          8        640:  18%|█▊        | 92/519 [00:47<04:02,  1.76it/s]
      16/80      0.94G      1.112      1.781     0.8156      1.354          8        640:  18%|█▊        | 93/519 [00:47<03:20,  2.13it/s]
      16/80      0.94G      1.112      1.784      0.816      1.355         12        640:  18%|█▊        | 93/519 [00:47<03:20,  2.13it/s]
      16/80      0.94G      1.112      1.784      0.816      1.355         12        640:  18%|█▊        | 94/519 [00:47<02:52,  2.47it/s]
      16/80      0.94G      1.115      1.786      0.816      1.357         12        640:  18%|█▊        | 94/519 [00:48<02:52,  2.47it/s]
      16/80      0.94G      1.115      1.786      0.816      1.357         12        640:  18%|█▊        | 95/519 [00:48<03:35,  1.96it/s]
      16/80      0.94G      1.116      1.785     0.8148      1.357          8        640:  18%|█▊        | 95/519 [00:48<03:35,  1.96it/s]
      16/80      0.94G      1.116      1.785     0.8148      1.357          8        640:  18%|█▊        | 96/519 [00:48<02:56,  2.39it/s]
      16/80      0.94G      1.113      1.786     0.8132      1.357          7        640:  18%|█▊        | 96/519 [00:49<02:56,  2.39it/s]
      16/80      0.94G      1.113      1.786     0.8132      1.357          7        640:  19%|█▊        | 97/519 [00:49<03:42,  1.90it/s]
      16/80      0.94G      1.113      1.781     0.8125      1.357          7        640:  19%|█▊        | 97/519 [00:49<03:42,  1.90it/s]
      16/80      0.94G      1.113      1.781     0.8125      1.357          7        640:  19%|█▉        | 98/519 [00:49<03:07,  2.24it/s]
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      16/80      0.94G      1.084      1.758     0.7734      1.314          5        640:  92%|█████████▏| 478/519 [03:48<00:15,  2.73it/s]
      16/80      0.94G      1.084      1.758     0.7734      1.314          5        640:  92%|█████████▏| 479/519 [03:48<00:22,  1.77it/s]
      16/80      0.94G      1.084      1.756     0.7731      1.314          9        640:  92%|█████████▏| 479/519 [03:48<00:22,  1.77it/s]
      16/80      0.94G      1.084      1.756     0.7731      1.314          9        640:  92%|█████████▏| 480/519 [03:48<00:17,  2.19it/s]
      16/80      0.94G      1.083      1.756      0.773      1.313         11        640:  92%|█████████▏| 480/519 [03:49<00:17,  2.19it/s]
      16/80      0.94G      1.083      1.756      0.773      1.313         11        640:  93%|█████████▎| 481/519 [03:49<00:14,  2.56it/s]
      16/80      0.94G      1.083      1.757     0.7727      1.313         14        640:  93%|█████████▎| 481/519 [03:49<00:14,  2.56it/s]
      16/80      0.94G      1.083      1.757     0.7727      1.313         14        640:  93%|█████████▎| 482/519 [03:49<00:12,  2.87it/s]
      16/80      0.94G      1.083      1.758     0.7727      1.313         10        640:  93%|█████████▎| 482/519 [03:50<00:12,  2.87it/s]
      16/80      0.94G      1.083      1.758     0.7727      1.313         10        640:  93%|█████████▎| 483/519 [03:50<00:21,  1.69it/s]
      16/80      0.94G      1.082      1.758     0.7722      1.313         11        640:  93%|█████████▎| 483/519 [03:50<00:21,  1.69it/s]
      16/80      0.94G      1.082      1.758     0.7722      1.313         11        640:  93%|█████████▎| 484/519 [03:50<00:17,  2.03it/s]
      16/80      0.94G      1.082      1.758     0.7721      1.313          7        640:  93%|█████████▎| 484/519 [03:51<00:17,  2.03it/s]
      16/80      0.94G      1.082      1.758     0.7721      1.313          7        640:  93%|█████████▎| 485/519 [03:51<00:14,  2.38it/s]
      16/80      0.94G      1.082      1.756     0.7716      1.312          7        640:  93%|█████████▎| 485/519 [03:51<00:14,  2.38it/s]
      16/80      0.94G      1.082      1.756     0.7716      1.312          7        640:  94%|█████████▎| 486/519 [03:51<00:12,  2.62it/s]
      16/80      0.94G      1.081      1.755     0.7711      1.312         16        640:  94%|█████████▎| 486/519 [03:52<00:12,  2.62it/s]
      16/80      0.94G      1.081      1.755     0.7711      1.312         16        640:  94%|█████████▍| 487/519 [03:52<00:18,  1.77it/s]
      16/80      0.94G      1.081      1.754     0.7706      1.311         11        640:  94%|█████████▍| 487/519 [03:52<00:18,  1.77it/s]
      16/80      0.94G      1.081      1.754     0.7706      1.311         11        640:  94%|█████████▍| 488/519 [03:52<00:14,  2.19it/s]
      16/80      0.94G      1.081      1.754     0.7702      1.311         10        640:  94%|█████████▍| 488/519 [03:52<00:14,  2.19it/s]
      16/80      0.94G      1.081      1.754     0.7702      1.311         10        640:  94%|█████████▍| 489/519 [03:52<00:11,  2.68it/s]
      16/80      0.94G       1.08      1.753     0.7704      1.311         10        640:  94%|█████████▍| 489/519 [03:53<00:11,  2.68it/s]
      16/80      0.94G       1.08      1.753     0.7704      1.311         10        640:  94%|█████████▍| 490/519 [03:53<00:10,  2.89it/s]
      16/80      0.94G      1.081      1.754     0.7711      1.312         12        640:  94%|█████████▍| 490/519 [03:53<00:10,  2.89it/s]
      16/80      0.94G      1.081      1.754     0.7711      1.312         12        640:  95%|█████████▍| 491/519 [03:53<00:14,  1.94it/s]
      16/80      0.94G       1.08      1.754     0.7712      1.311          8        640:  95%|█████████▍| 491/519 [03:54<00:14,  1.94it/s]
      16/80      0.94G       1.08      1.754     0.7712      1.311          8        640:  95%|█████████▍| 492/519 [03:54<00:11,  2.39it/s]
      16/80      0.94G       1.08      1.755     0.7715      1.311         12        640:  95%|█████████▍| 492/519 [03:54<00:11,  2.39it/s]
      16/80      0.94G       1.08      1.755     0.7715      1.311         12        640:  95%|█████████▍| 493/519 [03:54<00:09,  2.82it/s]
      16/80      0.94G      1.081      1.755     0.7717      1.311         12        640:  95%|█████████▍| 493/519 [03:54<00:09,  2.82it/s]
      16/80      0.94G      1.081      1.755     0.7717      1.311         12        640:  95%|█████████▌| 494/519 [03:54<00:07,  3.13it/s]
      16/80      0.94G       1.08      1.754     0.7716       1.31          9        640:  95%|█████████▌| 494/519 [03:55<00:07,  3.13it/s]
      16/80      0.94G       1.08      1.754     0.7716       1.31          9        640:  95%|█████████▌| 495/519 [03:55<00:11,  2.17it/s]
      16/80      0.94G       1.08      1.754     0.7712       1.31         12        640:  95%|█████████▌| 495/519 [03:55<00:11,  2.17it/s]
      16/80      0.94G       1.08      1.754     0.7712       1.31         12        640:  96%|█████████▌| 496/519 [03:55<00:10,  2.24it/s]
      16/80      0.94G       1.08      1.753      0.771       1.31         11        640:  96%|█████████▌| 496/519 [03:56<00:10,  2.24it/s]
      16/80      0.94G       1.08      1.753      0.771       1.31         11        640:  96%|█████████▌| 497/519 [03:56<00:08,  2.63it/s]
      16/80      0.94G       1.08      1.754     0.7712       1.31          9        640:  96%|█████████▌| 497/519 [03:56<00:08,  2.63it/s]
      16/80      0.94G       1.08      1.754     0.7712       1.31          9        640:  96%|█████████▌| 498/519 [03:56<00:07,  3.00it/s]
      16/80      0.94G      1.079      1.752     0.7708       1.31          9        640:  96%|█████████▌| 498/519 [03:58<00:07,  3.00it/s]
      16/80      0.94G      1.079      1.752     0.7708       1.31          9        640:  96%|█████████▌| 499/519 [03:58<00:15,  1.33it/s]
      16/80      0.94G       1.08      1.753     0.7707       1.31         12        640:  96%|█████████▌| 499/519 [03:58<00:15,  1.33it/s]
      16/80      0.94G       1.08      1.753     0.7707       1.31         12        640:  96%|█████████▋| 500/519 [03:58<00:11,  1.71it/s]
      16/80      0.94G       1.08      1.753     0.7706      1.311          7        640:  96%|█████████▋| 500/519 [03:58<00:11,  1.71it/s]
      16/80      0.94G       1.08      1.753     0.7706      1.311          7        640:  97%|█████████▋| 501/519 [03:58<00:08,  2.13it/s]
      16/80      0.94G       1.08      1.753     0.7707      1.311          9        640:  97%|█████████▋| 501/519 [03:58<00:08,  2.13it/s]
      16/80      0.94G       1.08      1.753     0.7707      1.311          9        640:  97%|█████████▋| 502/519 [03:58<00:06,  2.52it/s]
      16/80      0.94G      1.081      1.753     0.7709      1.312         11        640:  97%|█████████▋| 502/519 [03:59<00:06,  2.52it/s]
      16/80      0.94G      1.081      1.753     0.7709      1.312         11        640:  97%|█████████▋| 503/519 [03:59<00:09,  1.64it/s]
      16/80      0.94G      1.081      1.752     0.7709      1.311         10        640:  97%|█████████▋| 503/519 [03:59<00:09,  1.64it/s]
      16/80      0.94G      1.081      1.752     0.7709      1.311         10        640:  97%|█████████▋| 504/519 [03:59<00:07,  2.04it/s]
      16/80      0.94G      1.081      1.753     0.7707      1.311         12        640:  97%|█████████▋| 504/519 [04:00<00:07,  2.04it/s]
      16/80      0.94G      1.081      1.753     0.7707      1.311         12        640:  97%|█████████▋| 505/519 [04:00<00:05,  2.51it/s]
      16/80      0.94G      1.081      1.752     0.7703      1.311          8        640:  97%|█████████▋| 505/519 [04:00<00:05,  2.51it/s]
      16/80      0.94G      1.081      1.752     0.7703      1.311          8        640:  97%|█████████▋| 506/519 [04:00<00:04,  2.91it/s]
      16/80      0.94G      1.081      1.752     0.7701      1.312          7        640:  97%|█████████▋| 506/519 [04:01<00:04,  2.91it/s]
      16/80      0.94G      1.081      1.752     0.7701      1.312          7        640:  98%|█████████▊| 507/519 [04:01<00:06,  1.82it/s]
      16/80      0.94G      1.082      1.753     0.7705      1.313          8        640:  98%|█████████▊| 507/519 [04:01<00:06,  1.82it/s]
      16/80      0.94G      1.082      1.753     0.7705      1.313          8        640:  98%|█████████▊| 508/519 [04:01<00:04,  2.29it/s]
      16/80      0.94G      1.082      1.752     0.7703      1.312         14        640:  98%|█████████▊| 508/519 [04:01<00:04,  2.29it/s]
      16/80      0.94G      1.082      1.752     0.7703      1.312         14        640:  98%|█████████▊| 509/519 [04:01<00:03,  2.62it/s]
      16/80      0.94G      1.082      1.752     0.7702      1.312          8        640:  98%|█████████▊| 509/519 [04:02<00:03,  2.62it/s]
      16/80      0.94G      1.082      1.752     0.7702      1.312          8        640:  98%|█████████▊| 510/519 [04:02<00:03,  2.94it/s]
      16/80      0.94G      1.082      1.754     0.7706      1.313          9        640:  98%|█████████▊| 510/519 [04:02<00:03,  2.94it/s]
      16/80      0.94G      1.082      1.754     0.7706      1.313          9        640:  98%|█████████▊| 511/519 [04:02<00:03,  2.23it/s]
      16/80      0.94G      1.082      1.753     0.7706      1.313          8        640:  98%|█████████▊| 511/519 [04:02<00:03,  2.23it/s]
      16/80      0.94G      1.082      1.753     0.7706      1.313          8        640:  99%|█████████▊| 512/519 [04:02<00:02,  2.63it/s]
      16/80      0.94G      1.083      1.753     0.7708      1.313          9        640:  99%|█████████▊| 512/519 [04:03<00:02,  2.63it/s]
      16/80      0.94G      1.083      1.753     0.7708      1.313          9        640:  99%|█████████▉| 513/519 [04:03<00:01,  3.17it/s]
      16/80      0.94G      1.082      1.752     0.7703      1.313         11        640:  99%|█████████▉| 513/519 [04:03<00:01,  3.17it/s]
      16/80      0.94G      1.082      1.752     0.7703      1.313         11        640:  99%|█████████▉| 514/519 [04:03<00:01,  3.76it/s]
      16/80      0.94G      1.082      1.752     0.7699      1.313         11        640:  99%|█████████▉| 514/519 [04:03<00:01,  3.76it/s]
      16/80      0.94G      1.082      1.752     0.7699      1.313         11        640:  99%|█████████▉| 515/519 [04:03<00:01,  3.01it/s]
      16/80      0.94G      1.082      1.752       0.77      1.313          6        640:  99%|█████████▉| 515/519 [04:03<00:01,  3.01it/s]
      16/80      0.94G      1.082      1.752       0.77      1.313          6        640:  99%|█████████▉| 516/519 [04:03<00:00,  3.69it/s]
      16/80      0.94G      1.081      1.752     0.7696      1.313         10        640:  99%|█████████▉| 516/519 [04:03<00:00,  3.69it/s]
      16/80      0.94G      1.081      1.752     0.7696      1.313         10        640: 100%|█████████▉| 517/519 [04:03<00:00,  4.52it/s]
      16/80      0.94G      1.081      1.751     0.7693      1.313         12        640: 100%|█████████▉| 517/519 [04:04<00:00,  4.52it/s]
      16/80      0.94G      1.081      1.751     0.7693      1.313         12        640: 100%|█████████▉| 518/519 [04:04<00:00,  5.25it/s]
      16/80      0.94G       1.08       1.75     0.7688      1.312         11        640: 100%|█████████▉| 518/519 [04:04<00:00,  5.25it/s]
      16/80      0.94G       1.08       1.75     0.7688      1.312         11        640: 100%|██████████| 519/519 [04:04<00:00,  4.68it/s]
      16/80      0.94G       1.08       1.75     0.7688      1.312         11        640: 100%|██████████| 519/519 [04:04<00:00,  2.12it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:43,  6.31s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:59,  2.85s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:45,  1.70s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:13,  1.21s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<00:59,  1.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:50,  1.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:43,  1.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:36,  1.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:32,  1.75it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:27,  2.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:23,  2.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:23,  2.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:23,  2.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:23,  2.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:24,  1.93it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:23,  2.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:24,  1.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:25,  1.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:25,  1.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:26,  1.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:21,  1.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:17,  2.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:05,  5.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:04,  6.41it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  7.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.83it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:04,  6.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:03,  6.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.27it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  6.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.45it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.60it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  7.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:22<00:01,  8.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:00,  9.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  89%|████████▉ | 58/65 [00:22<00:00,  9.51it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  92%|█████████▏| 60/65 [00:22<00:00,  9.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.75it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.88it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.79it/s]
+                   all        519        519      0.951      0.933      0.979      0.709      0.951      0.933      0.979      0.689
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
      17/80      0.94G      1.214      2.155      1.122      1.369         12        640:   0%|          | 0/519 [00:03<?, ?it/s]
      17/80      0.94G      1.214      2.155      1.122      1.369         12        640:   0%|          | 1/519 [00:03<32:50,  3.80s/it]
      17/80      0.94G      1.048      1.703     0.8055      1.304         12        640:   0%|          | 1/519 [00:04<32:50,  3.80s/it]
      17/80      0.94G      1.048      1.703     0.8055      1.304         12        640:   0%|          | 2/519 [00:04<14:47,  1.72s/it]
      17/80      0.94G      1.102      1.915      0.983       1.31         10        640:   0%|          | 2/519 [00:04<14:47,  1.72s/it]
      17/80      0.94G      1.102      1.915      0.983       1.31         10        640:   1%|          | 3/519 [00:04<08:49,  1.03s/it]
      17/80      0.94G      1.136      1.992     0.9906      1.334         12        640:   1%|          | 3/519 [00:04<08:49,  1.03s/it]
      17/80      0.94G      1.136      1.992     0.9906      1.334         12        640:   1%|          | 4/519 [00:04<06:03,  1.42it/s]
      17/80      0.94G      1.066      2.045     0.8989      1.298         10        640:   1%|          | 4/519 [00:05<06:03,  1.42it/s]
      17/80      0.94G      1.066      2.045     0.8989      1.298         10        640:   1%|          | 5/519 [00:05<07:57,  1.08it/s]
      17/80      0.94G      1.047      2.003     0.9125       1.28         11        640:   1%|          | 5/519 [00:06<07:57,  1.08it/s]
      17/80      0.94G      1.047      2.003     0.9125       1.28         11        640:   1%|          | 6/519 [00:06<05:56,  1.44it/s]
      17/80      0.94G      1.012      1.876     0.8606      1.248         10        640:   1%|          | 6/519 [00:06<05:56,  1.44it/s]
      17/80      0.94G      1.012      1.876     0.8606      1.248         10        640:   1%|▏         | 7/519 [00:06<04:38,  1.84it/s]
      17/80      0.94G     0.9895      1.754     0.8289      1.239         10        640:   1%|▏         | 7/519 [00:06<04:38,  1.84it/s]
      17/80      0.94G     0.9895      1.754     0.8289      1.239         10        640:   2%|▏         | 8/519 [00:06<03:47,  2.24it/s]
      17/80      0.94G     0.9773      1.724     0.8023      1.225         10        640:   2%|▏         | 8/519 [00:08<03:47,  2.24it/s]
      17/80      0.94G     0.9773      1.724     0.8023      1.225         10        640:   2%|▏         | 9/519 [00:08<06:41,  1.27it/s]
      17/80      0.94G     0.9829      1.731     0.7912      1.229         11        640:   2%|▏         | 9/519 [00:08<06:41,  1.27it/s]
      17/80      0.94G     0.9829      1.731     0.7912      1.229         11        640:   2%|▏         | 10/519 [00:08<05:14,  1.62it/s]
      17/80      0.94G     0.9964      1.743     0.7869      1.229          9        640:   2%|▏         | 10/519 [00:08<05:14,  1.62it/s]
      17/80      0.94G     0.9964      1.743     0.7869      1.229          9        640:   2%|▏         | 11/519 [00:08<04:12,  2.02it/s]
      17/80      0.94G      1.037      1.781     0.8187      1.265          7        640:   2%|▏         | 11/519 [00:08<04:12,  2.02it/s]
      17/80      0.94G      1.037      1.781     0.8187      1.265          7        640:   2%|▏         | 12/519 [00:08<03:27,  2.44it/s]
      17/80      0.94G      1.046      1.737     0.8132       1.27         13        640:   2%|▏         | 12/519 [00:10<03:27,  2.44it/s]
      17/80      0.94G      1.046      1.737     0.8132       1.27         13        640:   3%|▎         | 13/519 [00:10<07:06,  1.19it/s]
      17/80      0.94G       1.04        1.7      0.793      1.275          8        640:   3%|▎         | 13/519 [00:10<07:06,  1.19it/s]
      17/80      0.94G       1.04        1.7      0.793      1.275          8        640:   3%|▎         | 14/519 [00:10<05:16,  1.60it/s]
      17/80      0.94G      1.079      1.743     0.8126      1.303          6        640:   3%|▎         | 14/519 [00:10<05:16,  1.60it/s]
      17/80      0.94G      1.079      1.743     0.8126      1.303          6        640:   3%|▎         | 15/519 [00:10<04:01,  2.09it/s]
      17/80      0.94G      1.071      1.713     0.7982      1.295         10        640:   3%|▎         | 15/519 [00:11<04:01,  2.09it/s]
      17/80      0.94G      1.071      1.713     0.7982      1.295         10        640:   3%|▎         | 16/519 [00:11<03:27,  2.42it/s]
      17/80      0.94G      1.073      1.721     0.7989      1.296         10        640:   3%|▎         | 16/519 [00:11<03:27,  2.42it/s]
      17/80      0.94G      1.073      1.721     0.7989      1.296         10        640:   3%|▎         | 17/519 [00:11<04:01,  2.08it/s]
      17/80      0.94G      1.087      1.714     0.7947      1.314          6        640:   3%|▎         | 17/519 [00:11<04:01,  2.08it/s]
      17/80      0.94G      1.087      1.714     0.7947      1.314          6        640:   3%|▎         | 18/519 [00:11<03:22,  2.47it/s]
      17/80      0.94G      1.081      1.726     0.7832      1.309          6        640:   3%|▎         | 18/519 [00:12<03:22,  2.47it/s]
      17/80      0.94G      1.081      1.726     0.7832      1.309          6        640:   4%|▎         | 19/519 [00:12<02:54,  2.86it/s]
      17/80      0.94G      1.083      1.718     0.7855      1.306         11        640:   4%|▎         | 19/519 [00:12<02:54,  2.86it/s]
      17/80      0.94G      1.083      1.718     0.7855      1.306         11        640:   4%|▍         | 20/519 [00:12<02:36,  3.18it/s]
      17/80      0.94G      1.084       1.72     0.7792      1.303          9        640:   4%|▍         | 20/519 [00:13<02:36,  3.18it/s]
      17/80      0.94G      1.084       1.72     0.7792      1.303          9        640:   4%|▍         | 21/519 [00:13<05:05,  1.63it/s]
      17/80      0.94G      1.076      1.713     0.7715      1.301          8        640:   4%|▍         | 21/519 [00:13<05:05,  1.63it/s]
      17/80      0.94G      1.076      1.713     0.7715      1.301          8        640:   4%|▍         | 22/519 [00:13<04:06,  2.02it/s]
      17/80      0.94G      1.079      1.723     0.7754      1.303         11        640:   4%|▍         | 22/519 [00:14<04:06,  2.02it/s]
      17/80      0.94G      1.079      1.723     0.7754      1.303         11        640:   4%|▍         | 23/519 [00:14<03:30,  2.35it/s]
      17/80      0.94G      1.086      1.751     0.7861      1.307         10        640:   4%|▍         | 23/519 [00:14<03:30,  2.35it/s]
      17/80      0.94G      1.086      1.751     0.7861      1.307         10        640:   5%|▍         | 24/519 [00:14<03:08,  2.63it/s]
      17/80      0.94G       1.08       1.74     0.7764      1.305         10        640:   5%|▍         | 24/519 [00:15<03:08,  2.63it/s]
      17/80      0.94G       1.08       1.74     0.7764      1.305         10        640:   5%|▍         | 25/519 [00:15<05:07,  1.61it/s]
      17/80      0.94G      1.086      1.754     0.7784      1.307         11        640:   5%|▍         | 25/519 [00:15<05:07,  1.61it/s]
      17/80      0.94G      1.086      1.754     0.7784      1.307         11        640:   5%|▌         | 26/519 [00:15<04:10,  1.97it/s]
      17/80      0.94G      1.094      1.778      0.785      1.313          5        640:   5%|▌         | 26/519 [00:16<04:10,  1.97it/s]
      17/80      0.94G      1.094      1.778      0.785      1.313          5        640:   5%|▌         | 27/519 [00:16<03:25,  2.39it/s]
      17/80      0.94G      1.089       1.77     0.7793      1.314         13        640:   5%|▌         | 27/519 [00:16<03:25,  2.39it/s]
      17/80      0.94G      1.089       1.77     0.7793      1.314         13        640:   5%|▌         | 28/519 [00:16<03:00,  2.73it/s]
      17/80      0.94G      1.083      1.772     0.7795      1.314         12        640:   5%|▌         | 28/519 [00:17<03:00,  2.73it/s]
      17/80      0.94G      1.083      1.772     0.7795      1.314         12        640:   6%|▌         | 29/519 [00:17<04:52,  1.68it/s]
      17/80      0.94G      1.074      1.755     0.7727      1.307         13        640:   6%|▌         | 29/519 [00:17<04:52,  1.68it/s]
      17/80      0.94G      1.082      1.751     0.7742       1.31         12        640:   6%|▌         | 29/519 [00:17<04:52,  1.68it/s]
      17/80      0.94G      1.082      1.751     0.7742       1.31         12        640:   6%|▌         | 31/519 [00:17<02:51,  2.84it/s]
      17/80      0.94G      1.073      1.754     0.7728      1.306          9        640:   6%|▌         | 31/519 [00:17<02:51,  2.84it/s]
      17/80      0.94G      1.073      1.754     0.7728      1.306          9        640:   6%|▌         | 32/519 [00:17<02:28,  3.28it/s]
      17/80      0.94G      1.072      1.758     0.7729      1.311          9        640:   6%|▌         | 32/519 [00:19<02:28,  3.28it/s]
      17/80      0.94G      1.072      1.758     0.7729      1.311          9        640:   6%|▋         | 33/519 [00:19<04:59,  1.62it/s]
      17/80      0.94G      1.076      1.746     0.7673      1.316          7        640:   6%|▋         | 33/519 [00:19<04:59,  1.62it/s]
      17/80      0.94G      1.076      1.746     0.7673      1.316          7        640:   7%|▋         | 34/519 [00:19<04:03,  1.99it/s]
      17/80      0.94G      1.071      1.732     0.7627       1.31         10        640:   7%|▋         | 34/519 [00:19<04:03,  1.99it/s]
      17/80      0.94G      1.071      1.732     0.7627       1.31         10        640:   7%|▋         | 35/519 [00:19<03:29,  2.31it/s]
      17/80      0.94G      1.094      1.748     0.7699      1.323         11        640:   7%|▋         | 35/519 [00:19<03:29,  2.31it/s]
      17/80      0.94G      1.094      1.748     0.7699      1.323         11        640:   7%|▋         | 36/519 [00:19<02:59,  2.68it/s]
      17/80      0.94G      1.094      1.742      0.767      1.323          9        640:   7%|▋         | 36/519 [00:20<02:59,  2.68it/s]
      17/80      0.94G      1.094      1.742      0.767      1.323          9        640:   7%|▋         | 37/519 [00:20<04:32,  1.77it/s]
      17/80      0.94G      1.094      1.744     0.7661      1.322         14        640:   7%|▋         | 37/519 [00:21<04:32,  1.77it/s]
      17/80      0.94G      1.094      1.744     0.7661      1.322         14        640:   7%|▋         | 38/519 [00:21<03:47,  2.11it/s]
      17/80      0.94G      1.091       1.75     0.7659       1.32         10        640:   7%|▋         | 38/519 [00:21<03:47,  2.11it/s]
      17/80      0.94G      1.091       1.75     0.7659       1.32         10        640:   8%|▊         | 39/519 [00:21<03:12,  2.50it/s]
      17/80      0.94G      1.091      1.749     0.7691      1.319         13        640:   8%|▊         | 39/519 [00:21<03:12,  2.50it/s]
      17/80      0.94G      1.091      1.749     0.7691      1.319         13        640:   8%|▊         | 40/519 [00:21<02:44,  2.91it/s]
      17/80      0.94G      1.091      1.762     0.7691      1.322          6        640:   8%|▊         | 40/519 [00:22<02:44,  2.91it/s]
      17/80      0.94G      1.091      1.762     0.7691      1.322          6        640:   8%|▊         | 41/519 [00:22<04:36,  1.73it/s]
      17/80      0.94G      1.088      1.759     0.7645      1.322          7        640:   8%|▊         | 41/519 [00:23<04:36,  1.73it/s]
      17/80      0.94G      1.088      1.759     0.7645      1.322          7        640:   8%|▊         | 42/519 [00:23<03:50,  2.07it/s]
      17/80      0.94G      1.091      1.765      0.767      1.323         12        640:   8%|▊         | 42/519 [00:23<03:50,  2.07it/s]
      17/80      0.94G      1.091      1.765      0.767      1.323         12        640:   8%|▊         | 43/519 [00:23<03:12,  2.48it/s]
      17/80      0.94G      1.087      1.754     0.7632      1.321         13        640:   8%|▊         | 43/519 [00:23<03:12,  2.48it/s]
      17/80      0.94G      1.087      1.754     0.7632      1.321         13        640:   8%|▊         | 44/519 [00:23<02:53,  2.73it/s]
      17/80      0.94G      1.087      1.753      0.761       1.32          7        640:   8%|▊         | 44/519 [00:24<02:53,  2.73it/s]
      17/80      0.94G      1.087      1.753      0.761       1.32          7        640:   9%|▊         | 45/519 [00:24<03:42,  2.13it/s]
      17/80      0.94G      1.086      1.745     0.7582      1.315          9        640:   9%|▊         | 45/519 [00:24<03:42,  2.13it/s]
      17/80      0.94G      1.086      1.745     0.7582      1.315          9        640:   9%|▉         | 46/519 [00:24<03:12,  2.46it/s]
      17/80      0.94G      1.088      1.743     0.7647      1.313         13        640:   9%|▉         | 46/519 [00:24<03:12,  2.46it/s]
      17/80      0.94G      1.088      1.743     0.7647      1.313         13        640:   9%|▉         | 47/519 [00:24<02:44,  2.87it/s]
      17/80      0.94G      1.089      1.749      0.771      1.315          8        640:   9%|▉         | 47/519 [00:24<02:44,  2.87it/s]
      17/80      0.94G      1.089      1.749      0.771      1.315          8        640:   9%|▉         | 48/519 [00:24<02:28,  3.18it/s]
      17/80      0.94G      1.095      1.757     0.7699      1.317         11        640:   9%|▉         | 48/519 [00:26<02:28,  3.18it/s]
      17/80      0.94G      1.095      1.757     0.7699      1.317         11        640:   9%|▉         | 49/519 [00:26<04:16,  1.83it/s]
      17/80      0.94G      1.095       1.76     0.7695      1.317          9        640:   9%|▉         | 49/519 [00:26<04:16,  1.83it/s]
      17/80      0.94G      1.095       1.76     0.7695      1.317          9        640:  10%|▉         | 50/519 [00:26<03:31,  2.22it/s]
      17/80      0.94G      1.088      1.748     0.7632      1.317         10        640:  10%|▉         | 50/519 [00:26<03:31,  2.22it/s]
      17/80      0.94G      1.088      1.748     0.7632      1.317         10        640:  10%|▉         | 51/519 [00:26<03:05,  2.52it/s]
      17/80      0.94G       1.09      1.752      0.764      1.316          9        640:  10%|▉         | 51/519 [00:26<03:05,  2.52it/s]
      17/80      0.94G       1.09      1.752      0.764      1.316          9        640:  10%|█         | 52/519 [00:26<02:38,  2.95it/s]
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      17/80      0.94G      1.081      1.749     0.7746      1.312         10        640:  95%|█████████▌| 495/519 [03:52<00:10,  2.24it/s]
      17/80      0.94G      1.081      1.749     0.7746      1.312         10        640:  96%|█████████▌| 496/519 [03:52<00:08,  2.70it/s]
      17/80      0.94G       1.08      1.748     0.7744      1.312          9        640:  96%|█████████▌| 496/519 [03:52<00:08,  2.70it/s]
      17/80      0.94G       1.08      1.748     0.7744      1.312          9        640:  96%|█████████▌| 497/519 [03:52<00:07,  3.05it/s]
      17/80      0.94G      1.081       1.75     0.7749      1.313          8        640:  96%|█████████▌| 497/519 [03:53<00:07,  3.05it/s]
      17/80      0.94G      1.081       1.75     0.7749      1.313          8        640:  96%|█████████▌| 498/519 [03:53<00:10,  1.99it/s]
      17/80      0.94G      1.081       1.75     0.7749      1.313          7        640:  96%|█████████▌| 498/519 [03:53<00:10,  1.99it/s]
      17/80      0.94G      1.081       1.75     0.7749      1.313          7        640:  96%|█████████▌| 499/519 [03:53<00:08,  2.38it/s]
      17/80      0.94G      1.082      1.751     0.7754      1.314          8        640:  96%|█████████▌| 499/519 [03:53<00:08,  2.38it/s]
      17/80      0.94G      1.082      1.751     0.7754      1.314          8        640:  96%|█████████▋| 500/519 [03:53<00:07,  2.69it/s]
      17/80      0.94G      1.082      1.751     0.7754      1.314         12        640:  96%|█████████▋| 500/519 [03:54<00:07,  2.69it/s]
      17/80      0.94G      1.082      1.751     0.7754      1.314         12        640:  97%|█████████▋| 501/519 [03:54<00:05,  3.15it/s]
      17/80      0.94G      1.082      1.751     0.7754      1.313         16        640:  97%|█████████▋| 501/519 [03:54<00:05,  3.15it/s]
      17/80      0.94G      1.082      1.751     0.7754      1.313         16        640:  97%|█████████▋| 502/519 [03:54<00:07,  2.41it/s]
      17/80      0.94G      1.082      1.751     0.7753      1.313         13        640:  97%|█████████▋| 502/519 [03:54<00:07,  2.41it/s]
      17/80      0.94G      1.082      1.751     0.7753      1.313         13        640:  97%|█████████▋| 503/519 [03:54<00:05,  2.71it/s]
      17/80      0.94G      1.082      1.751     0.7751      1.313          8        640:  97%|█████████▋| 503/519 [03:55<00:05,  2.71it/s]
      17/80      0.94G      1.082      1.751     0.7751      1.313          8        640:  97%|█████████▋| 504/519 [03:55<00:04,  3.01it/s]
      17/80      0.94G      1.082      1.752     0.7753      1.314          7        640:  97%|█████████▋| 504/519 [03:55<00:04,  3.01it/s]
      17/80      0.94G      1.082      1.752     0.7753      1.314          7        640:  97%|█████████▋| 505/519 [03:55<00:04,  3.37it/s]
      17/80      0.94G      1.082      1.752     0.7752      1.314         10        640:  97%|█████████▋| 505/519 [03:57<00:04,  3.37it/s]
      17/80      0.94G      1.082      1.752     0.7752      1.314         10        640:  97%|█████████▋| 506/519 [03:57<00:09,  1.36it/s]
      17/80      0.94G      1.082      1.753     0.7753      1.313         13        640:  97%|█████████▋| 506/519 [03:57<00:09,  1.36it/s]
      17/80      0.94G      1.082      1.753     0.7753      1.313         13        640:  98%|█████████▊| 507/519 [03:57<00:06,  1.74it/s]
      17/80      0.94G      1.082      1.752     0.7749      1.313         10        640:  98%|█████████▊| 507/519 [03:57<00:06,  1.74it/s]
      17/80      0.94G      1.082      1.752     0.7749      1.313         10        640:  98%|█████████▊| 508/519 [03:57<00:05,  2.09it/s]
      17/80      0.94G      1.082      1.753     0.7751      1.314          9        640:  98%|█████████▊| 508/519 [03:57<00:05,  2.09it/s]
      17/80      0.94G      1.082      1.753     0.7751      1.314          9        640:  98%|█████████▊| 509/519 [03:57<00:04,  2.31it/s]
      17/80      0.94G      1.082      1.754     0.7754      1.314         11        640:  98%|█████████▊| 509/519 [03:58<00:04,  2.31it/s]
      17/80      0.94G      1.082      1.754     0.7754      1.314         11        640:  98%|█████████▊| 510/519 [03:58<00:03,  2.39it/s]
      17/80      0.94G      1.083      1.754     0.7754      1.314          9        640:  98%|█████████▊| 510/519 [03:58<00:03,  2.39it/s]
      17/80      0.94G      1.083      1.754     0.7754      1.314          9        640:  98%|█████████▊| 511/519 [03:58<00:03,  2.66it/s]
      17/80      0.94G      1.082      1.755     0.7753      1.314         10        640:  98%|█████████▊| 511/519 [03:59<00:03,  2.66it/s]
      17/80      0.94G      1.082      1.755     0.7753      1.314         10        640:  99%|█████████▊| 512/519 [03:59<00:03,  1.97it/s]
      17/80      0.94G      1.083      1.757     0.7751      1.314          7        640:  99%|█████████▊| 512/519 [03:59<00:03,  1.97it/s]
      17/80      0.94G      1.083      1.757     0.7751      1.314          7        640:  99%|█████████▉| 513/519 [03:59<00:02,  2.33it/s]
      17/80      0.94G      1.083      1.757     0.7752      1.314         15        640:  99%|█████████▉| 513/519 [04:00<00:02,  2.33it/s]
      17/80      0.94G      1.083      1.757     0.7752      1.314         15        640:  99%|█████████▉| 514/519 [04:00<00:02,  2.32it/s]
      17/80      0.94G      1.082      1.756     0.7748      1.314         12        640:  99%|█████████▉| 514/519 [04:00<00:02,  2.32it/s]
      17/80      0.94G      1.082      1.756     0.7748      1.314         12        640:  99%|█████████▉| 515/519 [04:00<00:01,  2.85it/s]
      17/80      0.94G      1.082      1.756     0.7752      1.313          9        640:  99%|█████████▉| 515/519 [04:01<00:01,  2.85it/s]
      17/80      0.94G      1.082      1.756     0.7752      1.313          9        640:  99%|█████████▉| 516/519 [04:01<00:01,  2.02it/s]
      17/80      0.94G      1.082      1.757     0.7749      1.313         11        640:  99%|█████████▉| 516/519 [04:01<00:01,  2.02it/s]
      17/80      0.94G      1.082      1.757     0.7749      1.313         11        640: 100%|█████████▉| 517/519 [04:01<00:00,  2.64it/s]
      17/80      0.94G      1.082      1.759     0.7752      1.313          4        640: 100%|█████████▉| 517/519 [04:01<00:00,  2.64it/s]
      17/80      0.94G      1.082      1.759     0.7751      1.312          6        640: 100%|█████████▉| 517/519 [04:01<00:00,  2.64it/s]
      17/80      0.94G      1.082      1.759     0.7751      1.312          6        640: 100%|██████████| 519/519 [04:01<00:00,  4.19it/s]
      17/80      0.94G      1.082      1.759     0.7751      1.312          6        640: 100%|██████████| 519/519 [04:01<00:00,  2.15it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:44,  6.33s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:56,  2.80s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:06<01:41,  1.64s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:12,  1.19s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:57,  1.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:49,  1.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:41,  1.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:30,  1.87it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:09<00:18,  3.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:21,  2.46it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:10<00:23,  2.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:25,  2.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:11<00:26,  1.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:24,  2.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:12<00:25,  1.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:25,  1.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:13<00:25,  1.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:21,  2.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:14<00:15,  2.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:14<00:12,  3.62it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:15<00:20,  2.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:16<00:25,  1.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:16<00:26,  1.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:24,  1.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:17<00:21,  1.84it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:17,  2.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:13,  2.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:10,  3.43it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:08,  4.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:07,  4.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:06,  5.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:18<00:05,  5.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:05,  6.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.42it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:04,  6.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  6.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:19<00:03,  6.46it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.36it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:20<00:03,  6.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  5.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.08it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:21<00:01,  7.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  82%|████████▏ | 53/65 [00:21<00:01,  8.36it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  9.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.36it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.88it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.79it/s]
+                   all        519        519      0.946      0.942      0.979      0.714      0.944      0.936      0.977      0.698
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
      18/80      0.94G      1.207      2.225     0.8747      1.479          6        640:   0%|          | 0/519 [00:03<?, ?it/s]
      18/80      0.94G      1.207      2.225     0.8747      1.479          6        640:   0%|          | 1/519 [00:03<29:45,  3.45s/it]
      18/80      0.94G      1.099      1.668     0.7282      1.426          9        640:   0%|          | 1/519 [00:03<29:45,  3.45s/it]
      18/80      0.94G      1.099      1.668     0.7282      1.426          9        640:   0%|          | 2/519 [00:03<13:24,  1.56s/it]
      18/80      0.94G      1.118      1.963     0.8154      1.424          9        640:   0%|          | 2/519 [00:03<13:24,  1.56s/it]
      18/80      0.94G      1.118      1.963     0.8154      1.424          9        640:   1%|          | 3/519 [00:03<08:08,  1.06it/s]
      18/80      0.94G      1.046      1.943     0.7818      1.374          9        640:   1%|          | 3/519 [00:04<08:08,  1.06it/s]
      18/80      0.94G      1.046      1.943     0.7818      1.374          9        640:   1%|          | 4/519 [00:04<05:45,  1.49it/s]
      18/80      0.94G      1.091      1.975     0.7966      1.375          9        640:   1%|          | 4/519 [00:04<05:45,  1.49it/s]
      18/80      0.94G      1.091      1.975     0.7966      1.375          9        640:   1%|          | 5/519 [00:04<05:04,  1.69it/s]
      18/80      0.94G      1.085      1.958     0.7793      1.379         11        640:   1%|          | 5/519 [00:05<05:04,  1.69it/s]
      18/80      0.94G      1.085      1.958     0.7793      1.379         11        640:   1%|          | 6/519 [00:05<06:54,  1.24it/s]
      18/80      0.94G      1.093      1.878     0.7619      1.348          9        640:   1%|          | 6/519 [00:06<06:54,  1.24it/s]
      18/80      0.94G      1.093      1.878     0.7619      1.348          9        640:   1%|▏         | 7/519 [00:06<05:19,  1.60it/s]
      18/80      0.94G      1.066       1.87     0.7456      1.325         13        640:   1%|▏         | 7/519 [00:06<05:19,  1.60it/s]
      18/80      0.94G      1.066       1.87     0.7456      1.325         13        640:   2%|▏         | 8/519 [00:06<04:12,  2.03it/s]
      18/80      0.94G      1.049      1.825     0.7331      1.314          8        640:   2%|▏         | 8/519 [00:06<04:12,  2.03it/s]
      18/80      0.94G      1.049      1.825     0.7331      1.314          8        640:   2%|▏         | 9/519 [00:06<04:08,  2.05it/s]
      18/80      0.94G      1.031      1.838     0.7179      1.319         11        640:   2%|▏         | 9/519 [00:07<04:08,  2.05it/s]
      18/80      0.94G      1.031      1.838     0.7179      1.319         11        640:   2%|▏         | 10/519 [00:07<04:46,  1.78it/s]
      18/80      0.94G      1.029      1.871     0.7099      1.312         12        640:   2%|▏         | 10/519 [00:07<04:46,  1.78it/s]
      18/80      0.94G      1.029      1.871     0.7099      1.312         12        640:   2%|▏         | 11/519 [00:07<03:47,  2.23it/s]
      18/80      0.94G      1.015      1.879     0.7157      1.309         10        640:   2%|▏         | 11/519 [00:07<03:47,  2.23it/s]
      18/80      0.94G      1.015      1.879     0.7157      1.309         10        640:   2%|▏         | 12/519 [00:07<03:12,  2.63it/s]
      18/80      0.94G      1.014      1.849      0.707        1.3         12        640:   2%|▏         | 12/519 [00:08<03:12,  2.63it/s]
      18/80      0.94G      1.014      1.849      0.707        1.3         12        640:   3%|▎         | 13/519 [00:08<03:02,  2.77it/s]
      18/80      0.94G      1.013       1.83     0.7079       1.31          9        640:   3%|▎         | 13/519 [00:09<03:02,  2.77it/s]
      18/80      0.94G      1.013       1.83     0.7079       1.31          9        640:   3%|▎         | 14/519 [00:09<05:05,  1.65it/s]
      18/80      0.94G      1.035      1.877     0.7139      1.315          8        640:   3%|▎         | 14/519 [00:09<05:05,  1.65it/s]
      18/80      0.94G      1.035      1.877     0.7139      1.315          8        640:   3%|▎         | 15/519 [00:09<04:09,  2.02it/s]
      18/80      0.94G      1.021      1.868     0.7096      1.304          9        640:   3%|▎         | 15/519 [00:09<04:09,  2.02it/s]
      18/80      0.94G      1.021      1.868     0.7096      1.304          9        640:   3%|▎         | 16/519 [00:09<03:29,  2.40it/s]
      18/80      0.94G      1.005      1.811     0.7009       1.29         11        640:   3%|▎         | 16/519 [00:10<03:29,  2.40it/s]
      18/80      0.94G      1.005      1.811     0.7009       1.29         11        640:   3%|▎         | 17/519 [00:10<03:02,  2.76it/s]
      18/80      0.94G      1.046      1.868     0.7145      1.323          5        640:   3%|▎         | 17/519 [00:11<03:02,  2.76it/s]
      18/80      0.94G      1.046      1.868     0.7145      1.323          5        640:   3%|▎         | 18/519 [00:11<05:26,  1.53it/s]
      18/80      0.94G      1.031      1.861     0.7125      1.307         11        640:   3%|▎         | 18/519 [00:11<05:26,  1.53it/s]
      18/80      0.94G      1.031      1.861     0.7125      1.307         11        640:   4%|▎         | 19/519 [00:11<04:22,  1.91it/s]
      18/80      0.94G      1.058      1.903     0.7308      1.335          9        640:   4%|▎         | 19/519 [00:11<04:22,  1.91it/s]
      18/80      0.94G      1.058      1.903     0.7308      1.335          9        640:   4%|▍         | 20/519 [00:11<03:49,  2.18it/s]
      18/80      0.94G      1.062      1.942     0.7402      1.341         11        640:   4%|▍         | 20/519 [00:12<03:49,  2.18it/s]
      18/80      0.94G      1.062      1.942     0.7402      1.341         11        640:   4%|▍         | 21/519 [00:12<03:08,  2.65it/s]
      18/80      0.94G      1.067      1.923     0.7345      1.348          8        640:   4%|▍         | 21/519 [00:13<03:08,  2.65it/s]
      18/80      0.94G      1.067      1.923     0.7345      1.348          8        640:   4%|▍         | 22/519 [00:13<04:28,  1.85it/s]
      18/80      0.94G      1.068      1.918     0.7316      1.347         14        640:   4%|▍         | 22/519 [00:13<04:28,  1.85it/s]
      18/80      0.94G      1.068      1.918     0.7316      1.347         14        640:   4%|▍         | 23/519 [00:13<04:47,  1.72it/s]
      18/80      0.94G      1.058      1.897     0.7206      1.335         13        640:   4%|▍         | 23/519 [00:13<04:47,  1.72it/s]
      18/80      0.94G      1.058      1.897     0.7206      1.335         13        640:   5%|▍         | 24/519 [00:13<03:51,  2.14it/s]
      18/80      0.94G      1.046      1.858     0.7137      1.323          8        640:   5%|▍         | 24/519 [00:14<03:51,  2.14it/s]
      18/80      0.94G      1.046      1.858     0.7137      1.323          8        640:   5%|▍         | 25/519 [00:14<03:24,  2.42it/s]
      18/80      0.94G      1.046      1.851     0.7206      1.321         13        640:   5%|▍         | 25/519 [00:14<03:24,  2.42it/s]
      18/80      0.94G      1.046      1.851     0.7206      1.321         13        640:   5%|▌         | 26/519 [00:14<03:21,  2.45it/s]
      18/80      0.94G      1.057      1.862     0.7318      1.322          7        640:   5%|▌         | 26/519 [00:15<03:21,  2.45it/s]
      18/80      0.94G      1.057      1.862     0.7318      1.322          7        640:   5%|▌         | 27/519 [00:15<05:04,  1.62it/s]
      18/80      0.94G      1.044      1.855     0.7259      1.317          7        640:   5%|▌         | 27/519 [00:16<05:04,  1.62it/s]
      18/80      0.94G      1.044      1.855     0.7259      1.317          7        640:   5%|▌         | 28/519 [00:16<04:12,  1.94it/s]
      18/80      0.94G      1.042       1.85     0.7281      1.316         15        640:   5%|▌         | 28/519 [00:16<04:12,  1.94it/s]
      18/80      0.94G      1.042       1.85     0.7281      1.316         15        640:   6%|▌         | 29/519 [00:16<03:30,  2.33it/s]
      18/80      0.94G      1.045      1.837     0.7281      1.312         13        640:   6%|▌         | 29/519 [00:16<03:30,  2.33it/s]
      18/80      0.94G      1.045      1.837     0.7281      1.312         13        640:   6%|▌         | 30/519 [00:16<03:24,  2.39it/s]
      18/80      0.94G      1.045       1.82     0.7211       1.31         13        640:   6%|▌         | 30/519 [00:17<03:24,  2.39it/s]
      18/80      0.94G      1.045       1.82     0.7211       1.31         13        640:   6%|▌         | 31/519 [00:17<04:32,  1.79it/s]
      18/80      0.94G      1.044      1.839     0.7246      1.306          8        640:   6%|▌         | 31/519 [00:17<04:32,  1.79it/s]
      18/80      0.94G      1.044      1.839     0.7246      1.306          8        640:   6%|▌         | 32/519 [00:17<03:42,  2.19it/s]
      18/80      0.94G      1.041      1.821     0.7195      1.302          8        640:   6%|▌         | 32/519 [00:17<03:42,  2.19it/s]
      18/80      0.94G      1.041      1.821     0.7195      1.302          8        640:   6%|▋         | 33/519 [00:17<03:07,  2.59it/s]
      18/80      0.94G       1.04      1.796     0.7197      1.298          8        640:   6%|▋         | 33/519 [00:18<03:07,  2.59it/s]
      18/80      0.94G       1.04      1.796     0.7197      1.298          8        640:   7%|▋         | 34/519 [00:18<03:12,  2.52it/s]
      18/80      0.94G       1.04      1.785     0.7196      1.293          9        640:   7%|▋         | 34/519 [00:18<03:12,  2.52it/s]
      18/80      0.94G       1.04      1.785     0.7196      1.293          9        640:   7%|▋         | 35/519 [00:18<03:22,  2.39it/s]
      18/80      0.94G      1.035      1.771     0.7198      1.289         12        640:   7%|▋         | 35/519 [00:19<03:22,  2.39it/s]
      18/80      0.94G      1.035      1.771     0.7198      1.289         12        640:   7%|▋         | 36/519 [00:19<02:58,  2.71it/s]
      18/80      0.94G      1.032      1.764     0.7166      1.284         12        640:   7%|▋         | 36/519 [00:19<02:58,  2.71it/s]
      18/80      0.94G      1.032      1.764     0.7166      1.284         12        640:   7%|▋         | 37/519 [00:19<02:35,  3.10it/s]
      18/80      0.94G       1.03      1.765     0.7248      1.285          6        640:   7%|▋         | 37/519 [00:20<02:35,  3.10it/s]
      18/80      0.94G       1.03      1.765     0.7248      1.285          6        640:   7%|▋         | 38/519 [00:20<03:38,  2.20it/s]
      18/80      0.94G      1.029      1.763     0.7215      1.284         10        640:   7%|▋         | 38/519 [00:20<03:38,  2.20it/s]
      18/80      0.94G      1.029      1.763     0.7215      1.284         10        640:   8%|▊         | 39/519 [00:20<04:14,  1.89it/s]
      18/80      0.94G      1.024      1.753      0.721      1.289          6        640:   8%|▊         | 39/519 [00:21<04:14,  1.89it/s]
      18/80      0.94G      1.024      1.753      0.721      1.289          6        640:   8%|▊         | 40/519 [00:21<03:33,  2.25it/s]
      18/80      0.94G       1.03      1.758     0.7214      1.292         11        640:   8%|▊         | 40/519 [00:21<03:33,  2.25it/s]
      18/80      0.94G       1.03      1.758     0.7214      1.292         11        640:   8%|▊         | 41/519 [00:21<02:58,  2.67it/s]
      18/80      0.94G      1.022      1.744     0.7178      1.286         11        640:   8%|▊         | 41/519 [00:21<02:58,  2.67it/s]
      18/80      0.94G      1.022      1.744     0.7178      1.286         11        640:   8%|▊         | 42/519 [00:21<03:52,  2.05it/s]
      18/80      0.94G      1.025      1.745     0.7185      1.282         14        640:   8%|▊         | 42/519 [00:22<03:52,  2.05it/s]
      18/80      0.94G      1.025      1.745     0.7185      1.282         14        640:   8%|▊         | 43/519 [00:22<05:02,  1.57it/s]
      18/80      0.94G      1.026      1.741     0.7189      1.282         10        640:   8%|▊         | 43/519 [00:23<05:02,  1.57it/s]
      18/80      0.94G      1.026      1.741     0.7189      1.282         10        640:   8%|▊         | 44/519 [00:23<03:56,  2.01it/s]
      18/80      0.94G      1.022      1.735     0.7218      1.283          7        640:   8%|▊         | 44/519 [00:23<03:56,  2.01it/s]
      18/80      0.94G      1.022      1.735     0.7218      1.283          7        640:   9%|▊         | 45/519 [00:23<03:21,  2.35it/s]
      18/80      0.94G      1.029      1.737     0.7324      1.287          7        640:   9%|▊         | 45/519 [00:23<03:21,  2.35it/s]
      18/80      0.94G      1.029      1.737     0.7324      1.287          7        640:   9%|▉         | 46/519 [00:23<02:57,  2.66it/s]
      18/80      0.94G       1.03      1.729     0.7311      1.285         10        640:   9%|▉         | 46/519 [00:24<02:57,  2.66it/s]
      18/80      0.94G       1.03      1.729     0.7311      1.285         10        640:   9%|▉         | 47/519 [00:24<04:36,  1.71it/s]
      18/80      0.94G      1.024       1.72     0.7273      1.281         11        640:   9%|▉         | 47/519 [00:24<04:36,  1.71it/s]
      18/80      0.94G      1.024       1.72     0.7273      1.281         11        640:   9%|▉         | 48/519 [00:24<03:42,  2.11it/s]
      18/80      0.94G      1.018      1.716     0.7228      1.277         12        640:   9%|▉         | 48/519 [00:25<03:42,  2.11it/s]
      18/80      0.94G      1.018      1.716     0.7228      1.277         12        640:   9%|▉         | 49/519 [00:25<03:09,  2.48it/s]
      18/80      0.94G      1.016      1.714     0.7253      1.274         16        640:   9%|▉         | 49/519 [00:25<03:09,  2.48it/s]
      18/80      0.94G      1.016      1.714     0.7253      1.274         16        640:  10%|▉         | 50/519 [00:25<03:22,  2.32it/s]
      18/80      0.94G      1.015      1.708     0.7238      1.273          8        640:  10%|▉         | 50/519 [00:26<03:22,  2.32it/s]
      18/80      0.94G      1.015      1.708     0.7238      1.273          8        640:  10%|▉         | 51/519 [00:26<03:31,  2.22it/s]
      18/80      0.94G      1.018      1.711     0.7253      1.275         11        640:  10%|▉         | 51/519 [00:26<03:31,  2.22it/s]
      18/80      0.94G      1.018      1.711     0.7253      1.275         11        640:  10%|█         | 52/519 [00:26<02:53,  2.69it/s]
      18/80      0.94G      1.021      1.716     0.7262      1.275         13        640:  10%|█         | 52/519 [00:26<02:53,  2.69it/s]
      18/80      0.94G      1.021      1.716     0.7262      1.275         13        640:  10%|█         | 53/519 [00:26<02:36,  2.97it/s]
      18/80      0.94G       1.02      1.715     0.7303      1.274          8        640:  10%|█         | 53/519 [00:28<02:36,  2.97it/s]
      18/80      0.94G       1.02      1.715     0.7303      1.274          8        640:  10%|█         | 54/519 [00:28<05:28,  1.41it/s]
      18/80      0.94G       1.02      1.718     0.7341      1.278          9        640:  10%|█         | 54/519 [00:28<05:28,  1.41it/s]
      18/80      0.94G       1.02      1.718     0.7341      1.278          9        640:  11%|█         | 55/519 [00:28<04:20,  1.78it/s]
      18/80      0.94G      1.023      1.732     0.7348      1.281         12        640:  11%|█         | 55/519 [00:28<04:20,  1.78it/s]
      18/80      0.94G      1.023      1.732     0.7348      1.281         12        640:  11%|█         | 56/519 [00:28<03:33,  2.17it/s]
      18/80      0.94G      1.022      1.732     0.7341      1.279         13        640:  11%|█         | 56/519 [00:28<03:33,  2.17it/s]
      18/80      0.94G      1.022      1.732     0.7341      1.279         13        640:  11%|█         | 57/519 [00:28<03:00,  2.57it/s]
      18/80      0.94G      1.026      1.729     0.7359       1.28         13        640:  11%|█         | 57/519 [00:29<03:00,  2.57it/s]
      18/80      0.94G      1.026      1.729     0.7359       1.28         13        640:  11%|█         | 58/519 [00:29<03:05,  2.49it/s]
      18/80      0.94G      1.025      1.727     0.7351      1.279         12        640:  11%|█         | 58/519 [00:30<03:05,  2.49it/s]
      18/80      0.94G      1.025      1.727     0.7351      1.279         12        640:  11%|█▏        | 59/519 [00:30<04:52,  1.57it/s]
      18/80      0.94G      1.031      1.727      0.741       1.28          6        640:  11%|█▏        | 59/519 [00:30<04:52,  1.57it/s]
      18/80      0.94G      1.031      1.727      0.741       1.28          6        640:  12%|█▏        | 60/519 [00:30<03:57,  1.93it/s]
      18/80      0.94G      1.031      1.731      0.745       1.28         12        640:  12%|█▏        | 60/519 [00:30<03:57,  1.93it/s]
      18/80      0.94G      1.031      1.731      0.745       1.28         12        640:  12%|█▏        | 61/519 [00:30<03:18,  2.31it/s]
      18/80      0.94G      1.033      1.728      0.745       1.28         13        640:  12%|█▏        | 61/519 [00:31<03:18,  2.31it/s]
      18/80      0.94G      1.033      1.728      0.745       1.28         13        640:  12%|█▏        | 62/519 [00:31<03:06,  2.46it/s]
      18/80      0.94G      1.034      1.728     0.7479      1.279          7        640:  12%|█▏        | 62/519 [00:32<03:06,  2.46it/s]
      18/80      0.94G      1.034      1.728     0.7479      1.279          7        640:  12%|█▏        | 63/519 [00:32<04:02,  1.88it/s]
      18/80      0.94G      1.043      1.737     0.7513      1.282         11        640:  12%|█▏        | 63/519 [00:32<04:02,  1.88it/s]
      18/80      0.94G      1.043      1.737     0.7513      1.282         11        640:  12%|█▏        | 64/519 [00:32<03:25,  2.22it/s]
      18/80      0.94G       1.05      1.737     0.7559      1.287         10        640:  12%|█▏        | 64/519 [00:32<03:25,  2.22it/s]
      18/80      0.94G       1.05      1.737     0.7559      1.287         10        640:  13%|█▎        | 65/519 [00:32<02:50,  2.67it/s]
      18/80      0.94G      1.049      1.732     0.7549      1.286         11        640:  13%|█▎        | 65/519 [00:33<02:50,  2.67it/s]
      18/80      0.94G      1.049      1.732     0.7549      1.286         11        640:  13%|█▎        | 66/519 [00:33<04:33,  1.65it/s]
      18/80      0.94G      1.046      1.724     0.7531      1.286         10        640:  13%|█▎        | 66/519 [00:33<04:33,  1.65it/s]
      18/80      0.94G      1.046      1.724     0.7531      1.286         10        640:  13%|█▎        | 67/519 [00:33<03:41,  2.04it/s]
      18/80      0.94G      1.047      1.724     0.7504      1.285          8        640:  13%|█▎        | 67/519 [00:34<03:41,  2.04it/s]
      18/80      0.94G      1.047      1.724     0.7504      1.285          8        640:  13%|█▎        | 68/519 [00:34<03:06,  2.42it/s]
      18/80      0.94G      1.048      1.737     0.7559      1.285          9        640:  13%|█▎        | 68/519 [00:34<03:06,  2.42it/s]
      18/80      0.94G      1.048      1.737     0.7559      1.285          9        640:  13%|█▎        | 69/519 [00:34<02:41,  2.78it/s]
      18/80      0.94G       1.05      1.731     0.7557      1.285         12        640:  13%|█▎        | 69/519 [00:36<02:41,  2.78it/s]
      18/80      0.94G       1.05      1.731     0.7557      1.285         12        640:  13%|█▎        | 70/519 [00:36<05:40,  1.32it/s]
      18/80      0.94G      1.057      1.734     0.7628       1.29          7        640:  13%|█▎        | 70/519 [00:36<05:40,  1.32it/s]
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      18/80      0.94G      1.061      1.739     0.7645      1.294         12        640:  87%|████████▋ | 454/519 [03:31<00:23,  2.76it/s]
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      18/80      0.94G      1.061      1.739     0.7643      1.294          7        640:  88%|████████▊ | 456/519 [03:33<00:31,  2.01it/s]
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      18/80      0.94G      1.062      1.741     0.7639      1.295          7        640:  88%|████████▊ | 459/519 [03:35<00:39,  1.53it/s]
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      18/80      0.94G      1.062      1.738     0.7629      1.295          8        640:  89%|████████▉ | 464/519 [03:36<00:27,  2.00it/s]
      18/80      0.94G      1.061      1.738     0.7622      1.295          9        640:  89%|████████▉ | 464/519 [03:37<00:27,  2.00it/s]
      18/80      0.94G      1.061      1.738     0.7622      1.295          9        640:  90%|████████▉ | 465/519 [03:37<00:22,  2.36it/s]
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      18/80      0.94G      1.061      1.738     0.7626      1.295          9        640:  90%|████████▉ | 466/519 [03:37<00:19,  2.76it/s]
      18/80      0.94G      1.061      1.738     0.7626      1.295         10        640:  90%|████████▉ | 466/519 [03:38<00:19,  2.76it/s]
      18/80      0.94G      1.061      1.738     0.7626      1.295         10        640:  90%|████████▉ | 467/519 [03:38<00:25,  2.04it/s]
      18/80      0.94G      1.061      1.737     0.7621      1.295         10        640:  90%|████████▉ | 467/519 [03:38<00:25,  2.04it/s]
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      18/80      0.94G       1.06      1.738     0.7624      1.294         13        640:  91%|█████████ | 470/519 [03:40<00:15,  3.20it/s]
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      18/80      0.94G       1.06       1.74     0.7617      1.294          6        640:  91%|█████████▏| 474/519 [03:41<00:14,  3.06it/s]
      18/80      0.94G       1.06       1.74     0.7617      1.294          6        640:  92%|█████████▏| 475/519 [03:41<00:25,  1.74it/s]
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      18/80      0.94G      1.062      1.741     0.7618      1.295          8        640:  92%|█████████▏| 478/519 [03:42<00:13,  2.96it/s]
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      18/80      0.94G      1.062      1.745     0.7606      1.295         14        640:  94%|█████████▎| 486/519 [03:45<00:11,  2.83it/s]
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      18/80      0.94G      1.061      1.744     0.7602      1.294         11        640:  94%|█████████▍| 490/519 [03:47<00:11,  2.59it/s]
      18/80      0.94G      1.061      1.743     0.7604      1.295          6        640:  94%|█████████▍| 490/519 [03:48<00:11,  2.59it/s]
      18/80      0.94G      1.061      1.743     0.7604      1.295          6        640:  95%|█████████▍| 491/519 [03:48<00:17,  1.57it/s]
      18/80      0.94G       1.06      1.743     0.7604      1.294          8        640:  95%|█████████▍| 491/519 [03:49<00:17,  1.57it/s]
      18/80      0.94G       1.06      1.743     0.7604      1.294          8        640:  95%|█████████▍| 492/519 [03:49<00:13,  1.93it/s]
      18/80      0.94G       1.06      1.743     0.7603      1.294          9        640:  95%|█████████▍| 492/519 [03:49<00:13,  1.93it/s]
      18/80      0.94G       1.06      1.743     0.7603      1.294          9        640:  95%|█████████▍| 493/519 [03:49<00:10,  2.43it/s]
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      18/80      0.94G      1.057      1.739     0.7575      1.293          7        640:  98%|█████████▊| 507/519 [03:56<00:07,  1.66it/s]
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      18/80      0.94G      1.058       1.74     0.7575      1.294          8        640:  98%|█████████▊| 508/519 [03:57<00:05,  1.96it/s]
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      18/80      0.94G      1.058      1.739     0.7566      1.293         10        640:  99%|█████████▊| 512/519 [03:59<00:03,  2.01it/s]
      18/80      0.94G      1.058      1.739     0.7566      1.293         10        640:  99%|█████████▉| 513/519 [03:59<00:02,  2.50it/s]
      18/80      0.94G      1.058      1.741      0.757      1.294          7        640:  99%|█████████▉| 513/519 [03:59<00:02,  2.50it/s]
      18/80      0.94G      1.058      1.741     0.7576      1.294         11        640:  99%|█████████▉| 513/519 [03:59<00:02,  2.50it/s]
      18/80      0.94G      1.058      1.741     0.7576      1.294         11        640:  99%|█████████▉| 515/519 [03:59<00:01,  3.04it/s]
      18/80      0.94G      1.058      1.741     0.7574      1.294          8        640:  99%|█████████▉| 515/519 [03:59<00:01,  3.04it/s]
      18/80      0.94G      1.057       1.74     0.7572      1.294         11        640:  99%|█████████▉| 515/519 [03:59<00:01,  3.04it/s]
      18/80      0.94G      1.057       1.74     0.7572      1.294         11        640: 100%|█████████▉| 517/519 [03:59<00:00,  4.17it/s]
      18/80      0.94G      1.058       1.74     0.7578      1.294         12        640: 100%|█████████▉| 517/519 [03:59<00:00,  4.17it/s]
      18/80      0.94G      1.058       1.74     0.7578      1.294         12        640: 100%|█████████▉| 518/519 [03:59<00:00,  4.57it/s]
      18/80      0.94G      1.058       1.74     0.7575      1.294         10        640: 100%|█████████▉| 518/519 [04:00<00:00,  4.57it/s]
      18/80      0.94G      1.058       1.74     0.7575      1.294         10        640: 100%|██████████| 519/519 [04:00<00:00,  4.33it/s]
      18/80      0.94G      1.058       1.74     0.7575      1.294         10        640: 100%|██████████| 519/519 [04:00<00:00,  2.16it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:48,  6.38s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:57,  2.82s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:44,  1.69s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:13,  1.20s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:56,  1.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:49,  1.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:44,  1.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:39,  1.45it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:33,  1.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:28,  1.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:25,  2.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:24,  2.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:23,  2.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:23,  2.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:25,  1.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:24,  1.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:24,  1.87it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:25,  1.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:26,  1.60it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  1.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:18<00:18,  2.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:19<00:06,  5.56it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:19<00:05,  5.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:05,  6.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:04,  6.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  6.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:20<00:03,  7.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:03,  6.43it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:04,  5.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  5.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:21<00:03,  6.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  6.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.40it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:22<00:01,  7.45it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  82%|████████▏ | 53/65 [00:22<00:01,  8.40it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:22<00:01,  8.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  8.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:00,  9.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  89%|████████▉ | 58/65 [00:22<00:00,  9.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:23<00:00,  9.81it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:23<00:00,  9.83it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  98%|█████████▊| 64/65 [00:23<00:00,  9.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.75it/s]
+                   all        519        519      0.938      0.954       0.98      0.717      0.938      0.954      0.977      0.685
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
      19/80      0.94G      1.079      1.595     0.7339      1.338          8        640:   0%|          | 0/519 [00:03<?, ?it/s]
      19/80      0.94G      1.079      1.595     0.7339      1.338          8        640:   0%|          | 1/519 [00:03<28:21,  3.29s/it]
      19/80      0.94G      1.172      1.787     0.7374      1.437          9        640:   0%|          | 1/519 [00:03<28:21,  3.29s/it]
      19/80      0.94G      1.172      1.787     0.7374      1.437          9        640:   0%|          | 2/519 [00:03<12:50,  1.49s/it]
      19/80      0.94G      1.156      1.775     0.7001      1.434          8        640:   0%|          | 2/519 [00:03<12:50,  1.49s/it]
      19/80      0.94G      1.156      1.775     0.7001      1.434          8        640:   1%|          | 3/519 [00:03<07:54,  1.09it/s]
      19/80      0.94G      1.124      1.704     0.7127      1.376         13        640:   1%|          | 3/519 [00:04<07:54,  1.09it/s]
      19/80      0.94G      1.124      1.704     0.7127      1.376         13        640:   1%|          | 4/519 [00:04<05:39,  1.52it/s]
      19/80      0.94G      1.181      1.756     0.8085       1.38          9        640:   1%|          | 4/519 [00:05<05:39,  1.52it/s]
      19/80      0.94G      1.181      1.756     0.8085       1.38          9        640:   1%|          | 5/519 [00:05<07:50,  1.09it/s]
      19/80      0.94G      1.186      1.816     0.7871      1.364          7        640:   1%|          | 5/519 [00:05<07:50,  1.09it/s]
      19/80      0.94G      1.186      1.816     0.7871      1.364          7        640:   1%|          | 6/519 [00:05<06:00,  1.42it/s]
      19/80      0.94G      1.202      1.873     0.8017      1.351         13        640:   1%|          | 6/519 [00:05<06:00,  1.42it/s]
      19/80      0.94G      1.202      1.873     0.8017      1.351         13        640:   1%|▏         | 7/519 [00:05<04:50,  1.76it/s]
      19/80      0.94G      1.205      1.857     0.7947      1.354         11        640:   1%|▏         | 7/519 [00:06<04:50,  1.76it/s]
      19/80      0.94G      1.205      1.857     0.7947      1.354         11        640:   2%|▏         | 8/519 [00:06<03:44,  2.28it/s]
      19/80      0.94G      1.224      1.921     0.8784      1.375         13        640:   2%|▏         | 8/519 [00:06<03:44,  2.28it/s]
      19/80      0.94G      1.224      1.921     0.8784      1.375         13        640:   2%|▏         | 9/519 [00:06<04:34,  1.86it/s]
      19/80      0.94G      1.236      1.942     0.8805      1.409          7        640:   2%|▏         | 9/519 [00:07<04:34,  1.86it/s]
      19/80      0.94G      1.236      1.942     0.8805      1.409          7        640:   2%|▏         | 10/519 [00:07<03:46,  2.24it/s]
      19/80      0.94G      1.216      1.947     0.8721      1.399         10        640:   2%|▏         | 10/519 [00:07<03:46,  2.24it/s]
      19/80      0.94G      1.216      1.947     0.8721      1.399         10        640:   2%|▏         | 11/519 [00:07<03:17,  2.58it/s]
      19/80      0.94G      1.206      1.974     0.8798      1.391         11        640:   2%|▏         | 11/519 [00:07<03:17,  2.58it/s]
      19/80      0.94G      1.206      1.974     0.8798      1.391         11        640:   2%|▏         | 12/519 [00:07<02:53,  2.93it/s]
      19/80      0.94G      1.185       1.95     0.8602      1.372         11        640:   2%|▏         | 12/519 [00:08<02:53,  2.93it/s]
      19/80      0.94G      1.185       1.95     0.8602      1.372         11        640:   3%|▎         | 13/519 [00:08<03:35,  2.35it/s]
      19/80      0.94G      1.165      1.903     0.8487      1.362          8        640:   3%|▎         | 13/519 [00:09<03:35,  2.35it/s]
      19/80      0.94G      1.165      1.903     0.8487      1.362          8        640:   3%|▎         | 14/519 [00:09<04:46,  1.76it/s]
      19/80      0.94G      1.162      1.895     0.8497      1.363         16        640:   3%|▎         | 14/519 [00:09<04:46,  1.76it/s]
      19/80      0.94G      1.162      1.895     0.8497      1.363         16        640:   3%|▎         | 15/519 [00:09<04:01,  2.09it/s]
      19/80      0.94G      1.156      1.898     0.8437      1.361         13        640:   3%|▎         | 15/519 [00:09<04:01,  2.09it/s]
      19/80      0.94G      1.156      1.898     0.8437      1.361         13        640:   3%|▎         | 16/519 [00:09<03:32,  2.37it/s]
      19/80      0.94G      1.135      1.879      0.834       1.35          8        640:   3%|▎         | 16/519 [00:10<03:32,  2.37it/s]
      19/80      0.94G      1.135      1.879      0.834       1.35          8        640:   3%|▎         | 17/519 [00:10<03:16,  2.55it/s]
      19/80      0.94G      1.139       1.88     0.8321      1.357          8        640:   3%|▎         | 17/519 [00:11<03:16,  2.55it/s]
      19/80      0.94G      1.139       1.88     0.8321      1.357          8        640:   3%|▎         | 18/519 [00:11<05:08,  1.62it/s]
      19/80      0.94G      1.129      1.872     0.8262       1.35         13        640:   3%|▎         | 18/519 [00:11<05:08,  1.62it/s]
      19/80      0.94G      1.129      1.872     0.8262       1.35         13        640:   4%|▎         | 19/519 [00:11<04:08,  2.01it/s]
      19/80      0.94G      1.132      1.879     0.8243      1.349         15        640:   4%|▎         | 19/519 [00:11<04:08,  2.01it/s]
      19/80      0.94G      1.132      1.879     0.8243      1.349         15        640:   4%|▍         | 20/519 [00:11<03:25,  2.42it/s]
      19/80      0.94G      1.113      1.859     0.8064      1.344          7        640:   4%|▍         | 20/519 [00:12<03:25,  2.42it/s]
      19/80      0.94G      1.113      1.859     0.8064      1.344          7        640:   4%|▍         | 21/519 [00:12<05:19,  1.56it/s]
      19/80      0.94G      1.113      1.857     0.8122      1.347         10        640:   4%|▍         | 21/519 [00:12<05:19,  1.56it/s]
      19/80      0.94G      1.113      1.857     0.8122      1.347         10        640:   4%|▍         | 22/519 [00:12<04:13,  1.96it/s]
      19/80      0.94G      1.111      1.853     0.8226      1.343         14        640:   4%|▍         | 22/519 [00:13<04:13,  1.96it/s]
      19/80      0.94G      1.111      1.853     0.8226      1.343         14        640:   4%|▍         | 23/519 [00:13<03:40,  2.25it/s]
      19/80      0.94G      1.111      1.831     0.8163      1.345          9        640:   4%|▍         | 23/519 [00:13<03:40,  2.25it/s]
      19/80      0.94G      1.111      1.831     0.8163      1.345          9        640:   5%|▍         | 24/519 [00:13<03:08,  2.63it/s]
      19/80      0.94G      1.119      1.837     0.8265      1.354         14        640:   5%|▍         | 24/519 [00:15<03:08,  2.63it/s]
      19/80      0.94G      1.119      1.837     0.8265      1.354         14        640:   5%|▍         | 25/519 [00:15<06:42,  1.23it/s]
      19/80      0.94G      1.116      1.826      0.821      1.354          9        640:   5%|▍         | 25/519 [00:15<06:42,  1.23it/s]
      19/80      0.94G      1.116      1.826      0.821      1.354          9        640:   5%|▌         | 26/519 [00:15<05:12,  1.58it/s]
      19/80      0.94G       1.12      1.826     0.8237      1.352         11        640:   5%|▌         | 26/519 [00:15<05:12,  1.58it/s]
      19/80      0.94G       1.12      1.826     0.8237      1.352         11        640:   5%|▌         | 27/519 [00:15<04:12,  1.95it/s]
      19/80      0.94G      1.115      1.818     0.8179      1.345         11        640:   5%|▌         | 27/519 [00:15<04:12,  1.95it/s]
      19/80      0.94G      1.115      1.818     0.8179      1.345         11        640:   5%|▌         | 28/519 [00:15<03:26,  2.37it/s]
      19/80      0.94G      1.114       1.81     0.8142      1.342          9        640:   5%|▌         | 28/519 [00:16<03:26,  2.37it/s]
      19/80      0.94G      1.114       1.81     0.8142      1.342          9        640:   6%|▌         | 29/519 [00:16<04:00,  2.03it/s]
      19/80      0.94G      1.118      1.823     0.8178      1.343         10        640:   6%|▌         | 29/519 [00:16<04:00,  2.03it/s]
      19/80      0.94G      1.118      1.823     0.8178      1.343         10        640:   6%|▌         | 30/519 [00:16<03:20,  2.44it/s]
      19/80      0.94G       1.11      1.834     0.8125      1.339         12        640:   6%|▌         | 30/519 [00:17<03:20,  2.44it/s]
      19/80      0.94G       1.11      1.834     0.8125      1.339         12        640:   6%|▌         | 31/519 [00:17<02:59,  2.73it/s]
      19/80      0.94G      1.111      1.831     0.8117      1.337         11        640:   6%|▌         | 31/519 [00:17<02:59,  2.73it/s]
      19/80      0.94G      1.111      1.831     0.8117      1.337         11        640:   6%|▌         | 32/519 [00:17<02:52,  2.82it/s]
      19/80      0.94G      1.118      1.821     0.8114      1.336          9        640:   6%|▌         | 32/519 [00:18<02:52,  2.82it/s]
      19/80      0.94G      1.118      1.821     0.8114      1.336          9        640:   6%|▋         | 33/519 [00:18<04:02,  2.00it/s]
      19/80      0.94G      1.127      1.833     0.8134      1.341         14        640:   6%|▋         | 33/519 [00:18<04:02,  2.00it/s]
      19/80      0.94G      1.127      1.833     0.8134      1.341         14        640:   7%|▋         | 34/519 [00:18<03:11,  2.53it/s]
      19/80      0.94G      1.125      1.834     0.8155       1.34         10        640:   7%|▋         | 34/519 [00:18<03:11,  2.53it/s]
      19/80      0.94G      1.125      1.834     0.8155       1.34         10        640:   7%|▋         | 35/519 [00:18<02:51,  2.82it/s]
      19/80      0.94G      1.115      1.817     0.8124      1.336         10        640:   7%|▋         | 35/519 [00:19<02:51,  2.82it/s]
      19/80      0.94G      1.115      1.817     0.8124      1.336         10        640:   7%|▋         | 36/519 [00:19<02:46,  2.90it/s]
      19/80      0.94G      1.116       1.81      0.812      1.339         10        640:   7%|▋         | 36/519 [00:19<02:46,  2.90it/s]
      19/80      0.94G      1.116       1.81      0.812      1.339         10        640:   7%|▋         | 37/519 [00:19<03:43,  2.16it/s]
      19/80      0.94G      1.111      1.794     0.8071      1.335          9        640:   7%|▋         | 37/519 [00:20<03:43,  2.16it/s]
      19/80      0.94G      1.111      1.794     0.8071      1.335          9        640:   7%|▋         | 38/519 [00:20<03:15,  2.46it/s]
      19/80      0.94G      1.101      1.789     0.8011      1.329         11        640:   7%|▋         | 38/519 [00:20<03:15,  2.46it/s]
      19/80      0.94G      1.101      1.789     0.8011      1.329         11        640:   8%|▊         | 39/519 [00:20<02:50,  2.82it/s]
      19/80      0.94G      1.102      1.771     0.7965       1.33          6        640:   8%|▊         | 39/519 [00:20<02:50,  2.82it/s]
      19/80      0.94G      1.102      1.771     0.7965       1.33          6        640:   8%|▊         | 40/519 [00:20<02:35,  3.08it/s]
      19/80      0.94G      1.106      1.781     0.7956      1.327          6        640:   8%|▊         | 40/519 [00:21<02:35,  3.08it/s]
      19/80      0.94G      1.106      1.781     0.7956      1.327          6        640:   8%|▊         | 41/519 [00:21<04:16,  1.86it/s]
      19/80      0.94G      1.112      1.791     0.7943       1.33          8        640:   8%|▊         | 41/519 [00:21<04:16,  1.86it/s]
      19/80      0.94G      1.112      1.791     0.7943       1.33          8        640:   8%|▊         | 42/519 [00:21<03:25,  2.32it/s]
      19/80      0.94G      1.108      1.788     0.7929      1.325         12        640:   8%|▊         | 42/519 [00:21<03:25,  2.32it/s]
      19/80      0.94G      1.108      1.788     0.7929      1.325         12        640:   8%|▊         | 43/519 [00:21<02:56,  2.69it/s]
      19/80      0.94G      1.105      1.785     0.7889      1.322         10        640:   8%|▊         | 43/519 [00:22<02:56,  2.69it/s]
      19/80      0.94G      1.105      1.785     0.7889      1.322         10        640:   8%|▊         | 44/519 [00:22<02:35,  3.06it/s]
      19/80      0.94G      1.104      1.778     0.7905       1.32         12        640:   8%|▊         | 44/519 [00:23<02:35,  3.06it/s]
      19/80      0.94G      1.104      1.778     0.7905       1.32         12        640:   9%|▊         | 45/519 [00:23<05:52,  1.34it/s]
      19/80      0.94G      1.106      1.782      0.788      1.324          8        640:   9%|▊         | 45/519 [00:24<05:52,  1.34it/s]
      19/80      0.94G      1.106      1.782      0.788      1.324          8        640:   9%|▉         | 46/519 [00:24<04:36,  1.71it/s]
      19/80      0.94G        1.1      1.768     0.7818       1.32          8        640:   9%|▉         | 46/519 [00:24<04:36,  1.71it/s]
      19/80      0.94G        1.1      1.768     0.7818       1.32          8        640:   9%|▉         | 47/519 [00:24<03:52,  2.03it/s]
      19/80      0.94G      1.101      1.784     0.7817       1.32         14        640:   9%|▉         | 47/519 [00:24<03:52,  2.03it/s]
      19/80      0.94G      1.101      1.784     0.7817       1.32         14        640:   9%|▉         | 48/519 [00:24<03:16,  2.40it/s]
      19/80      0.94G      1.097       1.78     0.7793      1.318         14        640:   9%|▉         | 48/519 [00:25<03:16,  2.40it/s]
      19/80      0.94G      1.097       1.78     0.7793      1.318         14        640:   9%|▉         | 49/519 [00:25<04:14,  1.85it/s]
      19/80      0.94G      1.103       1.79     0.7865      1.324         12        640:   9%|▉         | 49/519 [00:25<04:14,  1.85it/s]
      19/80      0.94G      1.103       1.79     0.7865      1.324         12        640:  10%|▉         | 50/519 [00:25<04:02,  1.94it/s]
      19/80      0.94G      1.098      1.781     0.7809      1.321          8        640:  10%|▉         | 50/519 [00:26<04:02,  1.94it/s]
      19/80      0.94G      1.098      1.781     0.7809      1.321          8        640:  10%|▉         | 51/519 [00:26<03:25,  2.28it/s]
      19/80      0.94G      1.102      1.795     0.7854      1.325          7        640:  10%|▉         | 51/519 [00:26<03:25,  2.28it/s]
      19/80      0.94G      1.102      1.795     0.7854      1.325          7        640:  10%|█         | 52/519 [00:26<03:05,  2.52it/s]
      19/80      0.94G      1.102      1.804     0.7833      1.322         13        640:  10%|█         | 52/519 [00:27<03:05,  2.52it/s]
      19/80      0.94G      1.102      1.804     0.7833      1.322         13        640:  10%|█         | 53/519 [00:27<03:33,  2.18it/s]
      19/80      0.94G      1.093      1.786      0.781      1.319          6        640:  10%|█         | 53/519 [00:27<03:33,  2.18it/s]
      19/80      0.94G      1.093      1.786      0.781      1.319          6        640:  10%|█         | 54/519 [00:27<03:43,  2.08it/s]
      19/80      0.94G      1.089      1.786     0.7821      1.318         10        640:  10%|█         | 54/519 [00:27<03:43,  2.08it/s]
      19/80      0.94G      1.092      1.797     0.7844       1.32          7        640:  10%|█         | 54/519 [00:27<03:43,  2.08it/s]
      19/80      0.94G      1.092      1.797     0.7844       1.32          7        640:  11%|█         | 56/519 [00:27<02:14,  3.44it/s]
      19/80      0.94G      1.093      1.794     0.7803      1.323         12        640:  11%|█         | 56/519 [00:28<02:14,  3.44it/s]
      19/80      0.94G      1.093      1.794     0.7803      1.323         12        640:  11%|█         | 57/519 [00:28<03:10,  2.43it/s]
      19/80      0.94G       1.09      1.794     0.7782      1.322          6        640:  11%|█         | 57/519 [00:29<03:10,  2.43it/s]
      19/80      0.94G       1.09      1.794     0.7782      1.322          6        640:  11%|█         | 58/519 [00:29<04:36,  1.67it/s]
      19/80      0.94G       1.09      1.796     0.7758      1.321         10        640:  11%|█         | 58/519 [00:29<04:36,  1.67it/s]
      19/80      0.94G       1.09      1.796     0.7758      1.321         10        640:  11%|█▏        | 59/519 [00:29<03:51,  1.99it/s]
      19/80      0.94G      1.084      1.786     0.7715      1.316         14        640:  11%|█▏        | 59/519 [00:30<03:51,  1.99it/s]
      19/80      0.94G      1.084      1.786     0.7715      1.316         14        640:  12%|█▏        | 60/519 [00:30<03:15,  2.34it/s]
      19/80      0.94G      1.084      1.775     0.7697      1.319          8        640:  12%|█▏        | 60/519 [00:31<03:15,  2.34it/s]
      19/80      0.94G      1.084      1.775     0.7697      1.319          8        640:  12%|█▏        | 61/519 [00:31<04:19,  1.77it/s]
      19/80      0.94G      1.085      1.776       0.77       1.32          9        640:  12%|█▏        | 61/519 [00:31<04:19,  1.77it/s]
      19/80      0.94G      1.085      1.776       0.77       1.32          9        640:  12%|█▏        | 62/519 [00:31<04:04,  1.87it/s]
      19/80      0.94G      1.087      1.787     0.7709      1.318         14        640:  12%|█▏        | 62/519 [00:31<04:04,  1.87it/s]
      19/80      0.94G      1.087      1.787     0.7709      1.318         14        640:  12%|█▏        | 63/519 [00:31<03:25,  2.22it/s]
      19/80      0.94G      1.079       1.77     0.7676      1.315          5        640:  12%|█▏        | 63/519 [00:32<03:25,  2.22it/s]
      19/80      0.94G      1.079       1.77     0.7676      1.315          5        640:  12%|█▏        | 64/519 [00:32<03:01,  2.50it/s]
      19/80      0.94G      1.073      1.759     0.7659      1.313         11        640:  12%|█▏        | 64/519 [00:33<03:01,  2.50it/s]
      19/80      0.94G      1.073      1.759     0.7659      1.313         11        640:  13%|█▎        | 65/519 [00:33<04:49,  1.57it/s]
      19/80      0.94G      1.073      1.753     0.7622      1.312         10        640:  13%|█▎        | 65/519 [00:33<04:49,  1.57it/s]
      19/80      0.94G      1.073      1.753     0.7622      1.312         10        640:  13%|█▎        | 66/519 [00:33<04:56,  1.53it/s]
      19/80      0.94G      1.073      1.753      0.761      1.313          7        640:  13%|█▎        | 66/519 [00:34<04:56,  1.53it/s]
      19/80      0.94G      1.073      1.753      0.761      1.313          7        640:  13%|█▎        | 67/519 [00:34<03:54,  1.93it/s]
      19/80      0.94G      1.069      1.744     0.7577      1.311          9        640:  13%|█▎        | 67/519 [00:34<03:54,  1.93it/s]
      19/80      0.94G      1.069      1.744     0.7577      1.311          9        640:  13%|█▎        | 68/519 [00:34<03:28,  2.16it/s]
      19/80      0.94G      1.066      1.735     0.7587      1.307         11        640:  13%|█▎        | 68/519 [00:34<03:28,  2.16it/s]
      19/80      0.94G      1.066      1.735     0.7587      1.307         11        640:  13%|█▎        | 69/519 [00:34<02:49,  2.65it/s]
      19/80      0.94G      1.065      1.736     0.7553      1.305         12        640:  13%|█▎        | 69/519 [00:35<02:49,  2.65it/s]
      19/80      0.94G      1.065      1.736     0.7553      1.305         12        640:  13%|█▎        | 70/519 [00:35<04:05,  1.83it/s]
      19/80      0.94G      1.066      1.729     0.7543      1.304          7        640:  13%|█▎        | 70/519 [00:35<04:05,  1.83it/s]
      19/80      0.94G      1.066      1.729     0.7543      1.304          7        640:  14%|█▎        | 71/519 [00:35<03:23,  2.20it/s]
      19/80      0.94G      1.067       1.73     0.7552      1.304         11        640:  14%|█▎        | 71/519 [00:36<03:23,  2.20it/s]
      19/80      0.94G      1.067       1.73     0.7552      1.304         11        640:  14%|█▍        | 72/519 [00:36<03:00,  2.47it/s]
      19/80      0.94G      1.062       1.72      0.751        1.3         12        640:  14%|█▍        | 72/519 [00:36<03:00,  2.47it/s]
      19/80      0.94G      1.062       1.72      0.751        1.3         12        640:  14%|█▍        | 73/519 [00:36<02:34,  2.88it/s]
      19/80      0.94G      1.058      1.717     0.7485      1.298         14        640:  14%|█▍        | 73/519 [00:37<02:34,  2.88it/s]
      19/80      0.94G      1.058      1.717     0.7485      1.298         14        640:  14%|█▍        | 74/519 [00:37<03:25,  2.17it/s]
      19/80      0.94G      1.055      1.714      0.746      1.295         10        640:  14%|█▍        | 74/519 [00:37<03:25,  2.17it/s]
      19/80      0.94G      1.055      1.714      0.746      1.295         10        640:  14%|█▍        | 75/519 [00:37<02:51,  2.59it/s]
      19/80      0.94G      1.055      1.714     0.7457      1.295          7        640:  14%|█▍        | 75/519 [00:37<02:51,  2.59it/s]
      19/80      0.94G      1.055      1.714     0.7457      1.295          7        640:  15%|█▍        | 76/519 [00:37<02:41,  2.75it/s]
      19/80      0.94G      1.056      1.715     0.7479      1.296          9        640:  15%|█▍        | 76/519 [00:37<02:41,  2.75it/s]
      19/80      0.94G      1.056      1.715     0.7479      1.296          9        640:  15%|█▍        | 77/519 [00:37<02:20,  3.14it/s]
      19/80      0.94G      1.053      1.712     0.7481      1.295         11        640:  15%|█▍        | 77/519 [00:38<02:20,  3.14it/s]
      19/80      0.94G      1.053      1.712     0.7481      1.295         11        640:  15%|█▌        | 78/519 [00:38<04:07,  1.78it/s]
      19/80      0.94G      1.053      1.705     0.7464      1.293         12        640:  15%|█▌        | 78/519 [00:39<04:07,  1.78it/s]
      19/80      0.94G      1.053      1.705     0.7464      1.293         12        640:  15%|█▌        | 79/519 [00:39<03:31,  2.08it/s]
      19/80      0.94G      1.056      1.711     0.7501      1.295          8        640:  15%|█▌        | 79/519 [00:39<03:31,  2.08it/s]
      19/80      0.94G      1.056      1.711     0.7501      1.295          8        640:  15%|█▌        | 80/519 [00:39<03:13,  2.27it/s]
      19/80      0.94G      1.054       1.71     0.7486      1.293         13        640:  15%|█▌        | 80/519 [00:39<03:13,  2.27it/s]
      19/80      0.94G      1.054       1.71     0.7486      1.293         13        640:  16%|█▌        | 81/519 [00:39<02:36,  2.80it/s]
      19/80      0.94G      1.052      1.714     0.7472      1.291         10        640:  16%|█▌        | 81/519 [00:40<02:36,  2.80it/s]
      19/80      0.94G      1.052      1.714     0.7472      1.291         10        640:  16%|█▌        | 82/519 [00:40<03:13,  2.26it/s]
      19/80      0.94G      1.048      1.709     0.7438       1.29          8        640:  16%|█▌        | 82/519 [00:40<03:13,  2.26it/s]
      19/80      0.94G      1.048      1.709     0.7438       1.29          8        640:  16%|█▌        | 83/519 [00:40<02:47,  2.61it/s]
      19/80      0.94G      1.055      1.714     0.7457      1.296          8        640:  16%|█▌        | 83/519 [00:41<02:47,  2.61it/s]
      19/80      0.94G      1.055      1.714     0.7457      1.296          8        640:  16%|█▌        | 84/519 [00:41<02:49,  2.57it/s]
      19/80      0.94G      1.056      1.725     0.7464      1.296          9        640:  16%|█▌        | 84/519 [00:41<02:49,  2.57it/s]
      19/80      0.94G      1.056      1.725     0.7464      1.296          9        640:  16%|█▋        | 85/519 [00:41<03:09,  2.29it/s]
      19/80      0.94G      1.053      1.722     0.7449      1.293         12        640:  16%|█▋        | 85/519 [00:42<03:09,  2.29it/s]
      19/80      0.94G      1.053      1.722     0.7449      1.293         12        640:  17%|█▋        | 86/519 [00:42<03:17,  2.20it/s]
      19/80      0.94G      1.057      1.725     0.7472      1.296         11        640:  17%|█▋        | 86/519 [00:42<03:17,  2.20it/s]
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      19/80      0.94G      1.049       1.74     0.7636      1.286          9        640:  30%|███       | 158/519 [01:16<01:46,  3.40it/s]
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      19/80      0.94G      1.054      1.746     0.7601      1.299          9        640:  54%|█████▍    | 280/519 [02:12<01:46,  2.25it/s]
      19/80      0.94G      1.053      1.746     0.7597      1.299         12        640:  54%|█████▍    | 280/519 [02:12<01:46,  2.25it/s]
      19/80      0.94G      1.053      1.746     0.7597      1.299         12        640:  54%|█████▍    | 281/519 [02:12<01:30,  2.62it/s]
      19/80      0.94G      1.053      1.746     0.7598      1.298         11        640:  54%|█████▍    | 281/519 [02:13<01:30,  2.62it/s]
      19/80      0.94G      1.053      1.746     0.7598      1.298         11        640:  54%|█████▍    | 282/519 [02:13<01:40,  2.36it/s]
      19/80      0.94G      1.053      1.745     0.7596      1.298         11        640:  54%|█████▍    | 282/519 [02:13<01:40,  2.36it/s]
      19/80      0.94G      1.053      1.745     0.7596      1.298         11        640:  55%|█████▍    | 283/519 [02:13<01:23,  2.83it/s]
      19/80      0.94G      1.052      1.743     0.7589      1.297         10        640:  55%|█████▍    | 283/519 [02:14<01:23,  2.83it/s]
      19/80      0.94G      1.052      1.743     0.7589      1.297         10        640:  55%|█████▍    | 284/519 [02:14<02:16,  1.72it/s]
      19/80      0.94G      1.051      1.742      0.759      1.297          9        640:  55%|█████▍    | 284/519 [02:14<02:16,  1.72it/s]
      19/80      0.94G      1.051      1.742      0.759      1.297          9        640:  55%|█████▍    | 285/519 [02:14<01:51,  2.10it/s]
      19/80      0.94G      1.052      1.743     0.7595      1.297          8        640:  55%|█████▍    | 285/519 [02:16<01:51,  2.10it/s]
      19/80      0.94G      1.052      1.743     0.7595      1.297          8        640:  55%|█████▌    | 286/519 [02:16<02:55,  1.33it/s]
      19/80      0.94G      1.051      1.742     0.7585      1.296         10        640:  55%|█████▌    | 286/519 [02:16<02:55,  1.33it/s]
      19/80      0.94G      1.051      1.742     0.7585      1.296         10        640:  55%|█████▌    | 287/519 [02:16<02:20,  1.65it/s]
      19/80      0.94G      1.051      1.743     0.7588      1.296          8        640:  55%|█████▌    | 287/519 [02:16<02:20,  1.65it/s]
      19/80      0.94G      1.051      1.743     0.7588      1.296          8        640:  55%|█████▌    | 288/519 [02:16<01:51,  2.07it/s]
      19/80      0.94G       1.05      1.742     0.7584      1.295         13        640:  55%|█████▌    | 288/519 [02:17<01:51,  2.07it/s]
      19/80      0.94G       1.05      1.742     0.7584      1.295         13        640:  56%|█████▌    | 289/519 [02:17<01:34,  2.44it/s]
      19/80      0.94G      1.051      1.742      0.758      1.295          8        640:  56%|█████▌    | 289/519 [02:17<01:34,  2.44it/s]
      19/80      0.94G      1.051      1.742      0.758      1.295          8        640:  56%|█████▌    | 290/519 [02:17<01:46,  2.15it/s]
      19/80      0.94G       1.05       1.74     0.7572      1.295         11        640:  56%|█████▌    | 290/519 [02:17<01:46,  2.15it/s]
      19/80      0.94G       1.05       1.74     0.7572      1.295         11        640:  56%|█████▌    | 291/519 [02:17<01:28,  2.56it/s]
      19/80      0.94G      1.049      1.741     0.7574      1.295         10        640:  56%|█████▌    | 291/519 [02:18<01:28,  2.56it/s]
      19/80      0.94G      1.049      1.741     0.7574      1.295         10        640:  56%|█████▋    | 292/519 [02:18<01:21,  2.80it/s]
      19/80      0.94G       1.05       1.74     0.7574      1.295         10        640:  56%|█████▋    | 292/519 [02:18<01:21,  2.80it/s]
      19/80      0.94G       1.05       1.74     0.7574      1.295         10        640:  56%|█████▋    | 293/519 [02:18<01:13,  3.08it/s]
      19/80      0.94G      1.051       1.74     0.7578      1.296         11        640:  56%|█████▋    | 293/519 [02:19<01:13,  3.08it/s]
      19/80      0.94G      1.051       1.74     0.7578      1.296         11        640:  57%|█████▋    | 294/519 [02:19<02:25,  1.55it/s]
      19/80      0.94G      1.051      1.741     0.7577      1.295         13        640:  57%|█████▋    | 294/519 [02:19<02:25,  1.55it/s]
      19/80      0.94G      1.051      1.741     0.7577      1.295         13        640:  57%|█████▋    | 295/519 [02:19<01:52,  1.98it/s]
      19/80      0.94G       1.05      1.739     0.7568      1.295         10        640:  57%|█████▋    | 295/519 [02:20<01:52,  1.98it/s]
      19/80      0.94G       1.05      1.739     0.7568      1.295         10        640:  57%|█████▋    | 296/519 [02:20<01:34,  2.36it/s]
      19/80      0.94G       1.05      1.737     0.7561      1.295          6        640:  57%|█████▋    | 296/519 [02:20<01:34,  2.36it/s]
      19/80      0.94G       1.05      1.737     0.7561      1.295          6        640:  57%|█████▋    | 297/519 [02:20<01:23,  2.65it/s]
      19/80      0.94G       1.05      1.736     0.7559      1.295         11        640:  57%|█████▋    | 297/519 [02:21<01:23,  2.65it/s]
      19/80      0.94G       1.05      1.736     0.7559      1.295         11        640:  57%|█████▋    | 298/519 [02:21<02:27,  1.50it/s]
      19/80      0.94G       1.05      1.737     0.7553      1.294         10        640:  57%|█████▋    | 298/519 [02:21<02:27,  1.50it/s]
      19/80      0.94G       1.05      1.737     0.7553      1.294         10        640:  58%|█████▊    | 299/519 [02:21<01:54,  1.92it/s]
      19/80      0.94G       1.05      1.738     0.7558      1.295          6        640:  58%|█████▊    | 299/519 [02:22<01:54,  1.92it/s]
      19/80      0.94G       1.05      1.738     0.7558      1.295          6        640:  58%|█████▊    | 300/519 [02:22<01:31,  2.40it/s]
      19/80      0.94G       1.05      1.737     0.7552      1.295          9        640:  58%|█████▊    | 300/519 [02:22<01:31,  2.40it/s]
      19/80      0.94G       1.05      1.737     0.7552      1.295          9        640:  58%|█████▊    | 301/519 [02:22<01:18,  2.77it/s]
      19/80      0.94G       1.05       1.74     0.7556      1.295         10        640:  58%|█████▊    | 301/519 [02:23<01:18,  2.77it/s]
      19/80      0.94G       1.05       1.74     0.7556      1.295         10        640:  58%|█████▊    | 302/519 [02:23<01:56,  1.86it/s]
      19/80      0.94G      1.051      1.738     0.7551      1.297          5        640:  58%|█████▊    | 302/519 [02:23<01:56,  1.86it/s]
      19/80      0.94G      1.051      1.738     0.7551      1.297          5        640:  58%|█████▊    | 303/519 [02:23<01:39,  2.17it/s]
      19/80      0.94G      1.051      1.738     0.7548      1.297         11        640:  58%|█████▊    | 303/519 [02:23<01:39,  2.17it/s]
      19/80      0.94G      1.051      1.738     0.7548      1.297         11        640:  59%|█████▊    | 304/519 [02:23<01:26,  2.49it/s]
      19/80      0.94G      1.052      1.738     0.7548      1.297         11        640:  59%|█████▊    | 304/519 [02:24<01:26,  2.49it/s]
      19/80      0.94G      1.052      1.738     0.7548      1.297         11        640:  59%|█████▉    | 305/519 [02:24<01:14,  2.89it/s]
      19/80      0.94G      1.051      1.738      0.754      1.296         14        640:  59%|█████▉    | 305/519 [02:24<01:14,  2.89it/s]
      19/80      0.94G      1.051      1.738      0.754      1.296         14        640:  59%|█████▉    | 306/519 [02:24<01:38,  2.16it/s]
      19/80      0.94G       1.05      1.738      0.754      1.296         11        640:  59%|█████▉    | 306/519 [02:24<01:38,  2.16it/s]
      19/80      0.94G       1.05      1.738      0.754      1.296         11        640:  59%|█████▉    | 307/519 [02:24<01:17,  2.75it/s]
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      19/80      0.94G      1.052      1.738     0.7549      1.297          9        640:  59%|█████▉    | 307/519 [02:25<01:17,  2.75it/s]
      19/80      0.94G      1.052      1.738     0.7549      1.297          9        640:  60%|█████▉    | 309/519 [02:25<00:47,  4.39it/s]
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      19/80      0.94G      1.052      1.738      0.756      1.297          9        640:  60%|█████▉    | 310/519 [02:26<01:50,  1.90it/s]
      19/80      0.94G      1.052      1.738      0.756      1.297          9        640:  60%|█████▉    | 311/519 [02:26<01:29,  2.33it/s]
      19/80      0.94G      1.053       1.74     0.7565      1.298          7        640:  60%|█████▉    | 311/519 [02:26<01:29,  2.33it/s]
      19/80      0.94G      1.053       1.74     0.7565      1.298          7        640:  60%|██████    | 312/519 [02:26<01:20,  2.58it/s]
      19/80      0.94G      1.052      1.738     0.7555      1.296         10        640:  60%|██████    | 312/519 [02:27<01:20,  2.58it/s]
      19/80      0.94G      1.052      1.738     0.7555      1.296         10        640:  60%|██████    | 313/519 [02:27<01:12,  2.84it/s]
      19/80      0.94G      1.052      1.737     0.7551      1.296         12        640:  60%|██████    | 313/519 [02:28<01:12,  2.84it/s]
      19/80      0.94G      1.052      1.737     0.7551      1.296         12        640:  61%|██████    | 314/519 [02:28<02:12,  1.55it/s]
      19/80      0.94G      1.053      1.736     0.7545      1.297          6        640:  61%|██████    | 314/519 [02:28<02:12,  1.55it/s]
      19/80      0.94G      1.053      1.736     0.7545      1.297          6        640:  61%|██████    | 315/519 [02:28<01:46,  1.92it/s]
      19/80      0.94G      1.053      1.736     0.7545      1.297          8        640:  61%|██████    | 315/519 [02:29<01:46,  1.92it/s]
      19/80      0.94G      1.053      1.736     0.7545      1.297          8        640:  61%|██████    | 316/519 [02:29<01:28,  2.29it/s]
      19/80      0.94G      1.052      1.734     0.7534      1.296         10        640:  61%|██████    | 316/519 [02:29<01:28,  2.29it/s]
      19/80      0.94G      1.052      1.734     0.7534      1.296         10        640:  61%|██████    | 317/519 [02:29<01:13,  2.76it/s]
      19/80      0.94G      1.052      1.733     0.7533      1.297          5        640:  61%|██████    | 317/519 [02:30<01:13,  2.76it/s]
      19/80      0.94G      1.052      1.733     0.7533      1.297          5        640:  61%|██████▏   | 318/519 [02:30<01:50,  1.81it/s]
      19/80      0.94G      1.052      1.732     0.7526      1.297         11        640:  61%|██████▏   | 318/519 [02:30<01:50,  1.81it/s]
      19/80      0.94G      1.052      1.732     0.7526      1.297         11        640:  61%|██████▏   | 319/519 [02:30<01:36,  2.08it/s]
      19/80      0.94G      1.051      1.731     0.7524      1.296         12        640:  61%|██████▏   | 319/519 [02:30<01:36,  2.08it/s]
      19/80      0.94G      1.051      1.731     0.7524      1.296         12        640:  62%|██████▏   | 320/519 [02:30<01:22,  2.43it/s]
      19/80      0.94G      1.051      1.729     0.7516      1.295         16        640:  62%|██████▏   | 320/519 [02:31<01:22,  2.43it/s]
      19/80      0.94G      1.051      1.729     0.7516      1.295         16        640:  62%|██████▏   | 321/519 [02:31<01:09,  2.85it/s]
      19/80      0.94G       1.05      1.728     0.7516      1.295          8        640:  62%|██████▏   | 321/519 [02:32<01:09,  2.85it/s]
      19/80      0.94G       1.05      1.728     0.7516      1.295          8        640:  62%|██████▏   | 322/519 [02:32<01:49,  1.80it/s]
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      19/80      0.94G       1.05      1.729     0.7516      1.296          9        640:  62%|██████▏   | 323/519 [02:32<01:30,  2.17it/s]
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      19/80      0.94G      1.049      1.728     0.7509      1.295          9        640:  62%|██████▏   | 324/519 [02:32<01:17,  2.52it/s]
      19/80      0.94G      1.049      1.728     0.7509      1.295          9        640:  63%|██████▎   | 325/519 [02:32<01:06,  2.90it/s]
      19/80      0.94G       1.05      1.728     0.7519      1.296          7        640:  63%|██████▎   | 325/519 [02:33<01:06,  2.90it/s]
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      19/80      0.94G      1.052      1.732     0.7526      1.298          8        640:  63%|██████▎   | 326/519 [02:33<01:36,  2.01it/s]
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      19/80      0.94G      1.051       1.73      0.752      1.298          5        640:  63%|██████▎   | 327/519 [02:34<01:21,  2.36it/s]
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      19/80      0.94G      1.051      1.728     0.7518      1.298         11        640:  64%|██████▍   | 331/519 [02:36<01:32,  2.03it/s]
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      19/80      0.94G      1.053      1.729     0.7527      1.299          8        640:  64%|██████▍   | 333/519 [02:37<01:07,  2.74it/s]
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      19/80      0.94G      1.053       1.73     0.7543      1.299          6        640:  64%|██████▍   | 334/519 [02:37<01:37,  1.89it/s]
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      19/80      0.94G      1.053      1.731     0.7542      1.299         13        640:  65%|██████▍   | 335/519 [02:38<01:51,  1.65it/s]
      19/80      0.94G      1.053      1.731     0.7542      1.299         13        640:  65%|██████▍   | 336/519 [02:38<01:29,  2.03it/s]
      19/80      0.94G      1.054      1.732     0.7544      1.299         11        640:  65%|██████▍   | 336/519 [02:38<01:29,  2.03it/s]
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      19/80      0.94G      1.054      1.731     0.7577      1.298         10        640:  66%|██████▋   | 344/519 [02:41<01:20,  2.18it/s]
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      19/80      0.94G      1.056      1.736     0.7587      1.299          9        640:  69%|██████▉   | 357/519 [02:47<00:52,  3.08it/s]
      19/80      0.94G      1.056      1.736     0.7587      1.299          9        640:  69%|██████▉   | 358/519 [02:47<00:49,  3.25it/s]
      19/80      0.94G      1.055      1.734     0.7579      1.298         11        640:  69%|██████▉   | 358/519 [02:48<00:49,  3.25it/s]
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      19/80      0.94G      1.055      1.733       0.76      1.298         14        640:  69%|██████▉   | 360/519 [02:49<01:15,  2.11it/s]
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      19/80      0.94G      1.057      1.741     0.7607      1.297          5        640:  72%|███████▏  | 376/519 [02:55<00:46,  3.10it/s]
      19/80      0.94G      1.057      1.741     0.7607      1.297          5        640:  73%|███████▎  | 377/519 [02:55<00:42,  3.33it/s]
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      19/80      0.94G      1.058      1.741      0.761      1.298          8        640:  73%|███████▎  | 379/519 [02:57<01:05,  2.13it/s]
      19/80      0.94G      1.058      1.741      0.761      1.298          8        640:  73%|███████▎  | 380/519 [02:57<00:53,  2.57it/s]
      19/80      0.94G      1.058       1.74     0.7607      1.297          9        640:  73%|███████▎  | 380/519 [02:57<00:53,  2.57it/s]
      19/80      0.94G      1.058       1.74     0.7607      1.297          9        640:  73%|███████▎  | 381/519 [02:57<00:59,  2.33it/s]
      19/80      0.94G      1.057       1.74     0.7604      1.297         14        640:  73%|███████▎  | 381/519 [02:58<00:59,  2.33it/s]
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      19/80      0.94G      1.058      1.739     0.7605      1.297         11        640:  74%|███████▎  | 382/519 [02:59<00:58,  2.36it/s]
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      19/80      0.94G      1.058      1.738       0.76      1.296          7        640:  74%|███████▍  | 384/519 [03:00<01:23,  1.61it/s]
      19/80      0.94G      1.058      1.738       0.76      1.296          7        640:  74%|███████▍  | 385/519 [03:00<01:06,  2.01it/s]
      19/80      0.94G      1.058      1.741     0.7618      1.297         10        640:  74%|███████▍  | 385/519 [03:00<01:06,  2.01it/s]
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      19/80      0.94G      1.058      1.741     0.7618      1.297          9        640:  75%|███████▍  | 387/519 [03:01<01:01,  2.15it/s]
      19/80      0.94G      1.058      1.741     0.7618      1.297          9        640:  75%|███████▍  | 388/519 [03:01<00:54,  2.39it/s]
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      19/80      0.94G      1.059      1.742     0.7625      1.297          7        640:  75%|███████▍  | 389/519 [03:01<00:44,  2.90it/s]
      19/80      0.94G      1.058      1.741     0.7617      1.296          8        640:  75%|███████▍  | 389/519 [03:01<00:44,  2.90it/s]
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      19/80      0.94G      1.058       1.74     0.7614      1.296          9        640:  75%|███████▌  | 391/519 [03:02<01:03,  2.02it/s]
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      19/80      0.94G      1.057      1.738     0.7609      1.295          8        640:  76%|███████▌  | 394/519 [03:04<00:41,  3.03it/s]
      19/80      0.94G      1.057      1.738     0.7609      1.295          8        640:  76%|███████▌  | 395/519 [03:04<01:19,  1.57it/s]
      19/80      0.94G      1.057      1.739     0.7608      1.295         12        640:  76%|███████▌  | 395/519 [03:05<01:19,  1.57it/s]
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      19/80      0.94G      1.057      1.737     0.7603      1.295          7        640:  76%|███████▋  | 397/519 [03:05<01:04,  1.90it/s]
      19/80      0.94G      1.057      1.737     0.7603      1.295          7        640:  77%|███████▋  | 398/519 [03:05<00:51,  2.34it/s]
      19/80      0.94G      1.057      1.737     0.7605      1.295         11        640:  77%|███████▋  | 398/519 [03:06<00:51,  2.34it/s]
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      19/80      0.94G      1.057      1.736     0.7597      1.296          8        640:  77%|███████▋  | 402/519 [03:07<00:45,  2.56it/s]
      19/80      0.94G      1.057      1.735     0.7596      1.296         10        640:  77%|███████▋  | 402/519 [03:08<00:45,  2.56it/s]
      19/80      0.94G      1.057      1.735     0.7596      1.296         10        640:  78%|███████▊  | 403/519 [03:08<01:05,  1.78it/s]
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      19/80      0.94G      1.059      1.734     0.7638      1.297         14        640:  90%|████████▉ | 465/519 [03:37<00:23,  2.26it/s]
      19/80      0.94G      1.059      1.734     0.7638      1.297         14        640:  90%|████████▉ | 466/519 [03:37<00:19,  2.66it/s]
      19/80      0.94G      1.058      1.734     0.7639      1.297         11        640:  90%|████████▉ | 466/519 [03:37<00:19,  2.66it/s]
      19/80      0.94G      1.058      1.734     0.7639      1.297         11        640:  90%|████████▉ | 467/519 [03:37<00:18,  2.87it/s]
      19/80      0.94G      1.058      1.733     0.7637      1.297          7        640:  90%|████████▉ | 467/519 [03:38<00:18,  2.87it/s]
      19/80      0.94G      1.058      1.733     0.7637      1.297          7        640:  90%|█████████ | 468/519 [03:38<00:27,  1.86it/s]
      19/80      0.94G      1.058      1.733     0.7641      1.297          7        640:  90%|█████████ | 468/519 [03:38<00:27,  1.86it/s]
      19/80      0.94G      1.058      1.733     0.7641      1.297          7        640:  90%|█████████ | 469/519 [03:38<00:21,  2.28it/s]
      19/80      0.94G      1.057      1.733     0.7642      1.296          9        640:  90%|█████████ | 469/519 [03:38<00:21,  2.28it/s]
      19/80      0.94G      1.057      1.733     0.7642      1.296          9        640:  91%|█████████ | 470/519 [03:38<00:18,  2.69it/s]
      19/80      0.94G      1.057      1.733      0.764      1.296         12        640:  91%|█████████ | 470/519 [03:39<00:18,  2.69it/s]
      19/80      0.94G      1.057      1.733      0.764      1.296         12        640:  91%|█████████ | 471/519 [03:39<00:16,  2.97it/s]
      19/80      0.94G      1.057      1.733      0.764      1.296          8        640:  91%|█████████ | 471/519 [03:39<00:16,  2.97it/s]
      19/80      0.94G      1.057      1.733      0.764      1.296          8        640:  91%|█████████ | 472/519 [03:39<00:19,  2.37it/s]
      19/80      0.94G      1.056      1.731     0.7635      1.296          6        640:  91%|█████████ | 472/519 [03:40<00:19,  2.37it/s]
      19/80      0.94G      1.056      1.731     0.7635      1.296          6        640:  91%|█████████ | 473/519 [03:40<00:17,  2.67it/s]
      19/80      0.94G      1.057      1.731     0.7642      1.296          7        640:  91%|█████████ | 473/519 [03:40<00:17,  2.67it/s]
      19/80      0.94G      1.057      1.731     0.7642      1.296          7        640:  91%|█████████▏| 474/519 [03:40<00:15,  2.86it/s]
      19/80      0.94G      1.057      1.732     0.7643      1.297         11        640:  91%|█████████▏| 474/519 [03:40<00:15,  2.86it/s]
      19/80      0.94G      1.057      1.732     0.7643      1.297         11        640:  92%|█████████▏| 475/519 [03:40<00:13,  3.23it/s]
      19/80      0.94G      1.057      1.731     0.7645      1.297         14        640:  92%|█████████▏| 475/519 [03:41<00:13,  3.23it/s]
      19/80      0.94G      1.057      1.731     0.7645      1.297         14        640:  92%|█████████▏| 476/519 [03:41<00:25,  1.71it/s]
      19/80      0.94G      1.057      1.731     0.7643      1.296         14        640:  92%|█████████▏| 476/519 [03:42<00:25,  1.71it/s]
      19/80      0.94G      1.057      1.731     0.7643      1.296         14        640:  92%|█████████▏| 477/519 [03:42<00:20,  2.09it/s]
      19/80      0.94G      1.057       1.73     0.7642      1.296         10        640:  92%|█████████▏| 477/519 [03:42<00:20,  2.09it/s]
      19/80      0.94G      1.057       1.73     0.7642      1.296         10        640:  92%|█████████▏| 478/519 [03:42<00:16,  2.48it/s]
      19/80      0.94G      1.057      1.731      0.764      1.296         12        640:  92%|█████████▏| 478/519 [03:42<00:16,  2.48it/s]
      19/80      0.94G      1.057      1.731      0.764      1.296         12        640:  92%|█████████▏| 479/519 [03:42<00:14,  2.67it/s]
      19/80      0.94G      1.059      1.733     0.7672      1.298          7        640:  92%|█████████▏| 479/519 [03:43<00:14,  2.67it/s]
      19/80      0.94G      1.059      1.733     0.7672      1.298          7        640:  92%|█████████▏| 480/519 [03:43<00:25,  1.53it/s]
      19/80      0.94G      1.059      1.733      0.767      1.298          9        640:  92%|█████████▏| 480/519 [03:44<00:25,  1.53it/s]
      19/80      0.94G      1.059      1.733      0.767      1.298          9        640:  93%|█████████▎| 481/519 [03:44<00:19,  1.92it/s]
      19/80      0.94G      1.059      1.733     0.7672      1.298         11        640:  93%|█████████▎| 481/519 [03:44<00:19,  1.92it/s]
      19/80      0.94G      1.059      1.733     0.7672      1.298         11        640:  93%|█████████▎| 482/519 [03:44<00:19,  1.93it/s]
      19/80      0.94G       1.06      1.734     0.7675      1.298         11        640:  93%|█████████▎| 482/519 [03:44<00:19,  1.93it/s]
      19/80      0.94G       1.06      1.734     0.7675      1.298         11        640:  93%|█████████▎| 483/519 [03:44<00:15,  2.31it/s]
      19/80      0.94G       1.06      1.736     0.7677      1.298         10        640:  93%|█████████▎| 483/519 [03:46<00:15,  2.31it/s]
      19/80      0.94G       1.06      1.736     0.7677      1.298         10        640:  93%|█████████▎| 484/519 [03:46<00:23,  1.46it/s]
      19/80      0.94G       1.06      1.737     0.7679      1.298         13        640:  93%|█████████▎| 484/519 [03:46<00:23,  1.46it/s]
      19/80      0.94G       1.06      1.737     0.7679      1.298         13        640:  93%|█████████▎| 485/519 [03:46<00:18,  1.85it/s]
      19/80      0.94G       1.06      1.738     0.7677      1.298         10        640:  93%|█████████▎| 485/519 [03:46<00:18,  1.85it/s]
      19/80      0.94G       1.06      1.738     0.7677      1.298         10        640:  94%|█████████▎| 486/519 [03:46<00:15,  2.14it/s]
      19/80      0.94G       1.06      1.738     0.7674      1.298         13        640:  94%|█████████▎| 486/519 [03:46<00:15,  2.14it/s]
      19/80      0.94G       1.06      1.738     0.7674      1.298         13        640:  94%|█████████▍| 487/519 [03:46<00:12,  2.51it/s]
      19/80      0.94G       1.06      1.737     0.7669      1.297          4        640:  94%|█████████▍| 487/519 [03:47<00:12,  2.51it/s]
      19/80      0.94G       1.06      1.737     0.7669      1.297          4        640:  94%|█████████▍| 488/519 [03:47<00:16,  1.89it/s]
      19/80      0.94G       1.06      1.738     0.7669      1.298         12        640:  94%|█████████▍| 488/519 [03:47<00:16,  1.89it/s]
      19/80      0.94G       1.06      1.738     0.7669      1.298         12        640:  94%|█████████▍| 489/519 [03:47<00:13,  2.18it/s]
      19/80      0.94G       1.06       1.74     0.7668      1.298         11        640:  94%|█████████▍| 489/519 [03:48<00:13,  2.18it/s]
      19/80      0.94G       1.06       1.74     0.7668      1.298         11        640:  94%|█████████▍| 490/519 [03:48<00:16,  1.74it/s]
      19/80      0.94G      1.059      1.739     0.7664      1.297         12        640:  94%|█████████▍| 490/519 [03:49<00:16,  1.74it/s]
      19/80      0.94G      1.059      1.739     0.7664      1.297         12        640:  95%|█████████▍| 491/519 [03:49<00:13,  2.07it/s]
      19/80      0.94G      1.059      1.741     0.7659      1.297         10        640:  95%|█████████▍| 491/519 [03:49<00:13,  2.07it/s]
      19/80      0.94G      1.059      1.741     0.7659      1.297         10        640:  95%|█████████▍| 492/519 [03:49<00:11,  2.43it/s]
      19/80      0.94G      1.059       1.74      0.766      1.297         10        640:  95%|█████████▍| 492/519 [03:49<00:11,  2.43it/s]
      19/80      0.94G      1.059       1.74      0.766      1.297         10        640:  95%|█████████▍| 493/519 [03:49<00:09,  2.73it/s]
      19/80      0.94G      1.058       1.74     0.7658      1.296         13        640:  95%|█████████▍| 493/519 [03:50<00:09,  2.73it/s]
      19/80      0.94G      1.058       1.74     0.7658      1.296         13        640:  95%|█████████▌| 494/519 [03:50<00:11,  2.21it/s]
      19/80      0.94G      1.058       1.74     0.7656      1.296         10        640:  95%|█████████▌| 494/519 [03:50<00:11,  2.21it/s]
      19/80      0.94G      1.058       1.74     0.7656      1.296         10        640:  95%|█████████▌| 495/519 [03:50<00:09,  2.44it/s]
      19/80      0.94G      1.058      1.739     0.7653      1.296         11        640:  95%|█████████▌| 495/519 [03:51<00:09,  2.44it/s]
      19/80      0.94G      1.058      1.739     0.7653      1.296         11        640:  96%|█████████▌| 496/519 [03:51<00:11,  2.05it/s]
      19/80      0.94G      1.058      1.739      0.765      1.296         16        640:  96%|█████████▌| 496/519 [03:51<00:11,  2.05it/s]
      19/80      0.94G      1.058      1.739      0.765      1.296         16        640:  96%|█████████▌| 497/519 [03:51<00:09,  2.39it/s]
      19/80      0.94G      1.057      1.739     0.7645      1.296         13        640:  96%|█████████▌| 497/519 [03:52<00:09,  2.39it/s]
      19/80      0.94G      1.057      1.739     0.7645      1.296         13        640:  96%|█████████▌| 498/519 [03:52<00:12,  1.72it/s]
      19/80      0.94G      1.058      1.738     0.7647      1.296          9        640:  96%|█████████▌| 498/519 [03:52<00:12,  1.72it/s]
      19/80      0.94G      1.058      1.738     0.7647      1.296          9        640:  96%|█████████▌| 499/519 [03:52<00:09,  2.05it/s]
      19/80      0.94G      1.058      1.739     0.7648      1.296         12        640:  96%|█████████▌| 499/519 [03:53<00:09,  2.05it/s]
      19/80      0.94G      1.058      1.739     0.7648      1.296         12        640:  96%|█████████▋| 500/519 [03:53<00:08,  2.16it/s]
      19/80      0.94G      1.057      1.739     0.7644      1.295          5        640:  96%|█████████▋| 500/519 [03:53<00:08,  2.16it/s]
      19/80      0.94G      1.057      1.739     0.7644      1.295          5        640:  97%|█████████▋| 501/519 [03:53<00:06,  2.61it/s]
      19/80      0.94G      1.057      1.738     0.7638      1.295         13        640:  97%|█████████▋| 501/519 [03:53<00:06,  2.61it/s]
      19/80      0.94G      1.057      1.738     0.7638      1.295         13        640:  97%|█████████▋| 502/519 [03:53<00:07,  2.41it/s]
      19/80      0.94G      1.057      1.737     0.7638      1.295         13        640:  97%|█████████▋| 502/519 [03:54<00:07,  2.41it/s]
      19/80      0.94G      1.057      1.737     0.7638      1.295         13        640:  97%|█████████▋| 503/519 [03:54<00:06,  2.57it/s]
      19/80      0.94G      1.057      1.737     0.7636      1.294         12        640:  97%|█████████▋| 503/519 [03:54<00:06,  2.57it/s]
      19/80      0.94G      1.057      1.737     0.7636      1.294         12        640:  97%|█████████▋| 504/519 [03:54<00:06,  2.29it/s]
      19/80      0.94G      1.057      1.737     0.7632      1.294          9        640:  97%|█████████▋| 504/519 [03:54<00:06,  2.29it/s]
      19/80      0.94G      1.057      1.737     0.7632      1.294          9        640:  97%|█████████▋| 505/519 [03:54<00:05,  2.61it/s]
      19/80      0.94G      1.058      1.736     0.7632      1.294          9        640:  97%|█████████▋| 505/519 [03:55<00:05,  2.61it/s]
      19/80      0.94G      1.058      1.736     0.7632      1.294          9        640:  97%|█████████▋| 506/519 [03:55<00:06,  2.08it/s]
      19/80      0.94G      1.057      1.736     0.7633      1.294         12        640:  97%|█████████▋| 506/519 [03:55<00:06,  2.08it/s]
      19/80      0.94G      1.057      1.736     0.7633      1.294         12        640:  98%|█████████▊| 507/519 [03:55<00:04,  2.43it/s]
      19/80      0.94G      1.058      1.736     0.7635      1.295          8        640:  98%|█████████▊| 507/519 [03:56<00:04,  2.43it/s]
      19/80      0.94G      1.058      1.736     0.7635      1.295          8        640:  98%|█████████▊| 508/519 [03:56<00:04,  2.70it/s]
      19/80      0.94G      1.058      1.736     0.7631      1.294         13        640:  98%|█████████▊| 508/519 [03:56<00:04,  2.70it/s]
      19/80      0.94G      1.058      1.736     0.7631      1.294         13        640:  98%|█████████▊| 509/519 [03:56<00:03,  2.92it/s]
      19/80      0.94G      1.057      1.734     0.7627      1.294          9        640:  98%|█████████▊| 509/519 [03:58<00:03,  2.92it/s]
      19/80      0.94G      1.057      1.734     0.7627      1.294          9        640:  98%|█████████▊| 510/519 [03:58<00:06,  1.30it/s]
      19/80      0.94G      1.058      1.735     0.7634      1.295          7        640:  98%|█████████▊| 510/519 [03:58<00:06,  1.30it/s]
      19/80      0.94G      1.058      1.735     0.7634      1.295          7        640:  98%|█████████▊| 511/519 [03:58<00:05,  1.59it/s]
      19/80      0.94G      1.059      1.735     0.7634      1.295         10        640:  98%|█████████▊| 511/519 [03:58<00:05,  1.59it/s]
      19/80      0.94G      1.059      1.735     0.7634      1.295         10        640:  99%|█████████▊| 512/519 [03:58<00:03,  1.90it/s]
      19/80      0.94G      1.058      1.734      0.763      1.295         10        640:  99%|█████████▊| 512/519 [03:59<00:03,  1.90it/s]
      19/80      0.94G      1.058      1.734      0.763      1.295         10        640:  99%|█████████▉| 513/519 [03:59<00:02,  2.28it/s]
      19/80      0.94G      1.058      1.734      0.763      1.295         14        640:  99%|█████████▉| 513/519 [03:59<00:02,  2.28it/s]
      19/80      0.94G      1.058      1.734      0.763      1.295         14        640:  99%|█████████▉| 514/519 [03:59<00:02,  2.03it/s]
      19/80      0.94G      1.058      1.734      0.763      1.295          8        640:  99%|█████████▉| 514/519 [03:59<00:02,  2.03it/s]
      19/80      0.94G      1.058      1.734     0.7629      1.295         13        640:  99%|█████████▉| 514/519 [03:59<00:02,  2.03it/s]
      19/80      0.94G      1.058      1.734     0.7629      1.295         13        640:  99%|█████████▉| 516/519 [03:59<00:00,  3.24it/s]
      19/80      0.94G      1.058      1.734     0.7629      1.294         13        640:  99%|█████████▉| 516/519 [03:59<00:00,  3.24it/s]
      19/80      0.94G      1.058      1.733     0.7626      1.294         13        640:  99%|█████████▉| 516/519 [04:00<00:00,  3.24it/s]
      19/80      0.94G      1.058      1.733     0.7626      1.294         13        640: 100%|█████████▉| 518/519 [04:00<00:00,  3.15it/s]
      19/80      0.94G      1.057      1.734     0.7627      1.294          8        640: 100%|█████████▉| 518/519 [04:00<00:00,  3.15it/s]
      19/80      0.94G      1.057      1.734     0.7627      1.294          8        640: 100%|██████████| 519/519 [04:00<00:00,  2.16it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:47,  6.37s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:58,  2.84s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:45,  1.70s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:12,  1.18s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:56,  1.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:49,  1.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:43,  1.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:38,  1.49it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:32,  1.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:28,  1.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:25,  2.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:24,  2.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:24,  2.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:24,  2.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:24,  1.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:25,  1.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:23,  2.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:17,  2.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:14<00:13,  3.42it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:14<00:10,  4.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:14<00:11,  3.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:15<00:20,  2.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:16<00:24,  1.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:23,  1.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:17<00:21,  1.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:19,  1.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:16,  2.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:12,  2.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:09,  3.51it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:08,  4.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:19<00:06,  4.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:06,  5.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:05,  5.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.41it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:04,  6.60it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  6.87it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:20<00:03,  6.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:04,  6.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:21<00:03,  6.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  6.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.45it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.44it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.81it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  8.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:22<00:01,  8.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:00,  9.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  89%|████████▉ | 58/65 [00:22<00:00,  9.56it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  92%|█████████▏| 60/65 [00:22<00:00,  9.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:22<00:00,  9.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  98%|█████████▊| 64/65 [00:23<00:00,  9.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.77it/s]
+                   all        519        519       0.94      0.936      0.978      0.714      0.948      0.933      0.977      0.694
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
      20/80      0.94G     0.7322     0.9323     0.4993      1.166          7        640:   0%|          | 0/519 [00:03<?, ?it/s]
      20/80      0.94G     0.7322     0.9323     0.4993      1.166          7        640:   0%|          | 1/519 [00:03<27:52,  3.23s/it]
      20/80      0.94G     0.9604       1.19     0.6819        1.2         11        640:   0%|          | 1/519 [00:03<27:52,  3.23s/it]
      20/80      0.94G     0.9604       1.19     0.6819        1.2         11        640:   0%|          | 2/519 [00:03<12:54,  1.50s/it]
      20/80      0.94G      1.005      1.363     0.6864      1.221         11        640:   0%|          | 2/519 [00:03<12:54,  1.50s/it]
      20/80      0.94G      1.005      1.363     0.6864      1.221         11        640:   1%|          | 3/519 [00:03<08:00,  1.07it/s]
      20/80      0.94G      1.044      1.414     0.7363      1.256          8        640:   1%|          | 3/519 [00:03<08:00,  1.07it/s]
      20/80      0.94G      1.044      1.414     0.7363      1.256          8        640:   1%|          | 4/519 [00:03<05:29,  1.56it/s]
      20/80      0.94G      1.025      1.574     0.8311      1.252          8        640:   1%|          | 4/519 [00:05<05:29,  1.56it/s]
      20/80      0.94G      1.025      1.574     0.8311      1.252          8        640:   1%|          | 5/519 [00:05<08:04,  1.06it/s]
      20/80      0.94G      1.031      1.564     0.8038       1.23         14        640:   1%|          | 5/519 [00:05<08:04,  1.06it/s]
      20/80      0.94G      1.031      1.564     0.8038       1.23         14        640:   1%|          | 6/519 [00:05<06:05,  1.40it/s]
      20/80      0.94G      1.058      1.658      0.787      1.257         11        640:   1%|          | 6/519 [00:05<06:05,  1.40it/s]
      20/80      0.94G      1.058      1.658      0.787      1.257         11        640:   1%|▏         | 7/519 [00:05<04:45,  1.79it/s]
      20/80      0.94G       1.06      1.666     0.7716      1.269          9        640:   1%|▏         | 7/519 [00:06<04:45,  1.79it/s]
      20/80      0.94G       1.06      1.666     0.7716      1.269          9        640:   2%|▏         | 8/519 [00:06<04:10,  2.04it/s]
      20/80      0.94G      1.029      1.628     0.7481      1.253          9        640:   2%|▏         | 8/519 [00:07<04:10,  2.04it/s]
      20/80      0.94G      1.029      1.628     0.7481      1.253          9        640:   2%|▏         | 9/519 [00:07<05:18,  1.60it/s]
      20/80      0.94G      1.009      1.577      0.727      1.239         11        640:   2%|▏         | 9/519 [00:07<05:18,  1.60it/s]
      20/80      0.94G      1.009      1.577      0.727      1.239         11        640:   2%|▏         | 10/519 [00:07<04:11,  2.03it/s]
      20/80      0.94G      1.012      1.596     0.7203      1.241         13        640:   2%|▏         | 10/519 [00:07<04:11,  2.03it/s]
      20/80      0.94G      1.012      1.596     0.7203      1.241         13        640:   2%|▏         | 11/519 [00:07<03:29,  2.43it/s]
      20/80      0.94G      1.004      1.618     0.7229      1.238         10        640:   2%|▏         | 11/519 [00:07<03:29,  2.43it/s]
      20/80      0.94G      1.004      1.618     0.7229      1.238         10        640:   2%|▏         | 12/519 [00:07<02:57,  2.85it/s]
      20/80      0.94G      1.012      1.647     0.7365       1.25          7        640:   2%|▏         | 12/519 [00:08<02:57,  2.85it/s]
      20/80      0.94G      1.012      1.647     0.7365       1.25          7        640:   3%|▎         | 13/519 [00:08<04:38,  1.82it/s]
      20/80      0.94G      1.024      1.634     0.7338      1.262         11        640:   3%|▎         | 13/519 [00:09<04:38,  1.82it/s]
      20/80      0.94G      1.024      1.634     0.7338      1.262         11        640:   3%|▎         | 14/519 [00:09<04:23,  1.92it/s]
      20/80      0.94G      1.004      1.587     0.7178      1.248          9        640:   3%|▎         | 14/519 [00:09<04:23,  1.92it/s]
      20/80      0.94G      1.004      1.587     0.7178      1.248          9        640:   3%|▎         | 15/519 [00:09<03:34,  2.34it/s]
      20/80      0.94G          1      1.566     0.7109      1.242         13        640:   3%|▎         | 15/519 [00:09<03:34,  2.34it/s]
      20/80      0.94G          1      1.566     0.7109      1.242         13        640:   3%|▎         | 16/519 [00:09<03:11,  2.62it/s]
      20/80      0.94G     0.9998      1.555     0.7182      1.238         12        640:   3%|▎         | 16/519 [00:10<03:11,  2.62it/s]
      20/80      0.94G     0.9998      1.555     0.7182      1.238         12        640:   3%|▎         | 17/519 [00:10<04:00,  2.08it/s]
      20/80      0.94G      1.027      1.593     0.7383      1.252          9        640:   3%|▎         | 17/519 [00:11<04:00,  2.08it/s]
      20/80      0.94G      1.027      1.593     0.7383      1.252          9        640:   3%|▎         | 18/519 [00:11<04:28,  1.86it/s]
      20/80      0.94G      1.021       1.57     0.7381      1.254          8        640:   3%|▎         | 18/519 [00:11<04:28,  1.86it/s]
      20/80      0.94G      1.021       1.57     0.7381      1.254          8        640:   4%|▎         | 19/519 [00:11<03:31,  2.36it/s]
      20/80      0.94G      1.016      1.572     0.7338      1.252          9        640:   4%|▎         | 19/519 [00:11<03:31,  2.36it/s]
      20/80      0.94G      1.016      1.572     0.7338      1.252          9        640:   4%|▍         | 20/519 [00:11<02:59,  2.78it/s]
      20/80      0.94G       1.03       1.62     0.7573      1.255         13        640:   4%|▍         | 20/519 [00:12<02:59,  2.78it/s]
      20/80      0.94G       1.03       1.62     0.7573      1.255         13        640:   4%|▍         | 21/519 [00:12<03:13,  2.57it/s]
      20/80      0.94G      1.034      1.642     0.7621      1.257         15        640:   4%|▍         | 21/519 [00:13<03:13,  2.57it/s]
      20/80      0.94G      1.034      1.642     0.7621      1.257         15        640:   4%|▍         | 22/519 [00:13<04:48,  1.72it/s]
      20/80      0.94G       1.03      1.682     0.7766      1.261          6        640:   4%|▍         | 22/519 [00:13<04:48,  1.72it/s]
      20/80      0.94G       1.03      1.682     0.7766      1.261          6        640:   4%|▍         | 23/519 [00:13<03:53,  2.12it/s]
      20/80      0.94G       1.02      1.676     0.7709      1.257          9        640:   4%|▍         | 23/519 [00:13<03:53,  2.12it/s]
      20/80      0.94G       1.02      1.676     0.7709      1.257          9        640:   5%|▍         | 24/519 [00:13<03:21,  2.45it/s]
      20/80      0.94G      1.019      1.669     0.7624      1.261          6        640:   5%|▍         | 24/519 [00:13<03:21,  2.45it/s]
      20/80      0.94G      1.019      1.669     0.7624      1.261          6        640:   5%|▍         | 25/519 [00:13<03:05,  2.66it/s]
      20/80      0.94G      1.014      1.656     0.7549      1.252         15        640:   5%|▍         | 25/519 [00:14<03:05,  2.66it/s]
      20/80      0.94G      1.014      1.656     0.7549      1.252         15        640:   5%|▌         | 26/519 [00:14<04:10,  1.96it/s]
      20/80      0.94G      1.031      1.696     0.7653      1.259          9        640:   5%|▌         | 26/519 [00:15<04:10,  1.96it/s]
      20/80      0.94G      1.031      1.696     0.7653      1.259          9        640:   5%|▌         | 27/519 [00:15<04:18,  1.90it/s]
      20/80      0.94G      1.027      1.694     0.7637      1.258          9        640:   5%|▌         | 27/519 [00:15<04:18,  1.90it/s]
      20/80      0.94G      1.027      1.694     0.7637      1.258          9        640:   5%|▌         | 28/519 [00:15<03:33,  2.30it/s]
      20/80      0.94G      1.032      1.707     0.7671      1.265          6        640:   5%|▌         | 28/519 [00:15<03:33,  2.30it/s]
      20/80      0.94G      1.032      1.707     0.7671      1.265          6        640:   6%|▌         | 29/519 [00:15<03:10,  2.58it/s]
      20/80      0.94G      1.031      1.701     0.7682      1.262          8        640:   6%|▌         | 29/519 [00:16<03:10,  2.58it/s]
      20/80      0.94G      1.031      1.701     0.7682      1.262          8        640:   6%|▌         | 30/519 [00:16<03:59,  2.04it/s]
      20/80      0.94G      1.041        1.7     0.7724      1.276          9        640:   6%|▌         | 30/519 [00:17<03:59,  2.04it/s]
      20/80      0.94G      1.041        1.7     0.7724      1.276          9        640:   6%|▌         | 31/519 [00:17<04:46,  1.71it/s]
      20/80      0.94G      1.035      1.688     0.7672       1.27         14        640:   6%|▌         | 31/519 [00:17<04:46,  1.71it/s]
      20/80      0.94G      1.035      1.688     0.7672       1.27         14        640:   6%|▌         | 32/519 [00:17<03:52,  2.10it/s]
      20/80      0.94G      1.033      1.683     0.7663      1.269          9        640:   6%|▌         | 32/519 [00:17<03:52,  2.10it/s]
      20/80      0.94G      1.033      1.683     0.7663      1.269          9        640:   6%|▋         | 33/519 [00:17<03:18,  2.45it/s]
      20/80      0.94G      1.031      1.681     0.7638      1.269          9        640:   6%|▋         | 33/519 [00:17<03:18,  2.45it/s]
      20/80      0.94G      1.031      1.681     0.7638      1.269          9        640:   7%|▋         | 34/519 [00:17<02:54,  2.77it/s]
      20/80      0.94G      1.031      1.682     0.7643      1.269          9        640:   7%|▋         | 34/519 [00:19<02:54,  2.77it/s]
      20/80      0.94G      1.031      1.682     0.7643      1.269          9        640:   7%|▋         | 35/519 [00:19<05:30,  1.47it/s]
      20/80      0.94G      1.033      1.688     0.7734      1.272         11        640:   7%|▋         | 35/519 [00:19<05:30,  1.47it/s]
      20/80      0.94G      1.033      1.688     0.7734      1.272         11        640:   7%|▋         | 36/519 [00:19<04:38,  1.73it/s]
      20/80      0.94G      1.034       1.68     0.7732      1.275         10        640:   7%|▋         | 36/519 [00:19<04:38,  1.73it/s]
      20/80      0.94G      1.034       1.68     0.7732      1.275         10        640:   7%|▋         | 37/519 [00:19<03:50,  2.09it/s]
      20/80      0.94G      1.037      1.677     0.7705      1.278         11        640:   7%|▋         | 37/519 [00:20<03:50,  2.09it/s]
      20/80      0.94G      1.037      1.677     0.7705      1.278         11        640:   7%|▋         | 38/519 [00:20<03:08,  2.55it/s]
      20/80      0.94G      1.034      1.676     0.7646      1.279          9        640:   7%|▋         | 38/519 [00:21<03:08,  2.55it/s]
      20/80      0.94G      1.034      1.676     0.7646      1.279          9        640:   8%|▊         | 39/519 [00:21<04:33,  1.75it/s]
      20/80      0.94G      1.043      1.692     0.7758      1.282         10        640:   8%|▊         | 39/519 [00:21<04:33,  1.75it/s]
      20/80      0.94G      1.043      1.692     0.7758      1.282         10        640:   8%|▊         | 40/519 [00:21<04:04,  1.96it/s]
      20/80      0.94G       1.04      1.686     0.7725      1.277         10        640:   8%|▊         | 40/519 [00:21<04:04,  1.96it/s]
      20/80      0.94G       1.04      1.686     0.7725      1.277         10        640:   8%|▊         | 41/519 [00:21<03:22,  2.36it/s]
      20/80      0.94G      1.041      1.677     0.7679      1.276         10        640:   8%|▊         | 41/519 [00:21<03:22,  2.36it/s]
      20/80      0.94G      1.041      1.677     0.7679      1.276         10        640:   8%|▊         | 42/519 [00:21<02:50,  2.80it/s]
      20/80      0.94G      1.042      1.671     0.7633      1.281          9        640:   8%|▊         | 42/519 [00:23<02:50,  2.80it/s]
      20/80      0.94G      1.042      1.671     0.7633      1.281          9        640:   8%|▊         | 43/519 [00:23<04:48,  1.65it/s]
      20/80      0.94G      1.039      1.664     0.7594      1.279         13        640:   8%|▊         | 43/519 [00:23<04:48,  1.65it/s]
      20/80      0.94G      1.039      1.664     0.7594      1.279         13        640:   8%|▊         | 44/519 [00:23<03:58,  1.99it/s]
      20/80      0.94G      1.048      1.672      0.761      1.286         10        640:   8%|▊         | 44/519 [00:23<03:58,  1.99it/s]
      20/80      0.94G      1.048      1.672      0.761      1.286         10        640:   9%|▊         | 45/519 [00:23<03:23,  2.33it/s]
      20/80      0.94G      1.044       1.67     0.7579      1.283         13        640:   9%|▊         | 45/519 [00:23<03:23,  2.33it/s]
      20/80      0.94G      1.044       1.67     0.7579      1.283         13        640:   9%|▉         | 46/519 [00:23<02:55,  2.69it/s]
      20/80      0.94G      1.046      1.669     0.7566      1.281         13        640:   9%|▉         | 46/519 [00:25<02:55,  2.69it/s]
      20/80      0.94G      1.046      1.669     0.7566      1.281         13        640:   9%|▉         | 47/519 [00:25<06:21,  1.24it/s]
      20/80      0.94G      1.047      1.669     0.7586      1.282          9        640:   9%|▉         | 47/519 [00:25<06:21,  1.24it/s]
      20/80      0.94G      1.047      1.669     0.7586      1.282          9        640:   9%|▉         | 48/519 [00:25<05:04,  1.55it/s]
      20/80      0.94G      1.039      1.677     0.7577       1.28          9        640:   9%|▉         | 48/519 [00:26<05:04,  1.55it/s]
      20/80      0.94G      1.039      1.677     0.7577       1.28          9        640:   9%|▉         | 49/519 [00:26<04:04,  1.92it/s]
      20/80      0.94G      1.042      1.682     0.7617      1.283         11        640:   9%|▉         | 49/519 [00:26<04:04,  1.92it/s]
      20/80      0.94G      1.042      1.682     0.7617      1.283         11        640:  10%|▉         | 50/519 [00:26<03:27,  2.26it/s]
      20/80      0.94G      1.052      1.695     0.7692      1.297          9        640:  10%|▉         | 50/519 [00:27<03:27,  2.26it/s]
      20/80      0.94G      1.052      1.695     0.7692      1.297          9        640:  10%|▉         | 51/519 [00:27<04:09,  1.88it/s]
      20/80      0.94G      1.059      1.697     0.7739      1.298          8        640:  10%|▉         | 51/519 [00:27<04:09,  1.88it/s]
      20/80      0.94G      1.059      1.697     0.7739      1.298          8        640:  10%|█         | 52/519 [00:27<03:26,  2.26it/s]
      20/80      0.94G      1.062      1.693     0.7735      1.299          5        640:  10%|█         | 52/519 [00:27<03:26,  2.26it/s]
      20/80      0.94G      1.062      1.693     0.7735      1.299          5        640:  10%|█         | 53/519 [00:27<02:56,  2.63it/s]
      20/80      0.94G      1.059      1.692     0.7694      1.297          8        640:  10%|█         | 53/519 [00:27<02:56,  2.63it/s]
      20/80      0.94G      1.059      1.692     0.7694      1.297          8        640:  10%|█         | 54/519 [00:27<02:44,  2.82it/s]
      20/80      0.94G      1.065      1.691     0.7719      1.301          6        640:  10%|█         | 54/519 [00:29<02:44,  2.82it/s]
      20/80      0.94G      1.065      1.691     0.7719      1.301          6        640:  11%|█         | 55/519 [00:29<04:31,  1.71it/s]
      20/80      0.94G      1.067      1.693     0.7729      1.305         12        640:  11%|█         | 55/519 [00:29<04:31,  1.71it/s]
      20/80      0.94G      1.067      1.693     0.7729      1.305         12        640:  11%|█         | 56/519 [00:29<03:52,  1.99it/s]
      20/80      0.94G      1.071      1.701     0.7734      1.307         10        640:  11%|█         | 56/519 [00:29<03:52,  1.99it/s]
      20/80      0.94G      1.071      1.701     0.7734      1.307         10        640:  11%|█         | 57/519 [00:29<03:15,  2.36it/s]
      20/80      0.94G      1.069      1.698     0.7711      1.306         13        640:  11%|█         | 57/519 [00:30<03:15,  2.36it/s]
      20/80      0.94G      1.069      1.698     0.7711      1.306         13        640:  11%|█         | 58/519 [00:30<03:09,  2.44it/s]
      20/80      0.94G      1.073        1.7     0.7729      1.306         10        640:  11%|█         | 58/519 [00:30<03:09,  2.44it/s]
      20/80      0.94G      1.073        1.7     0.7729      1.306         10        640:  11%|█▏        | 59/519 [00:30<03:07,  2.45it/s]
      20/80      0.94G      1.079      1.702     0.7769      1.308         15        640:  11%|█▏        | 59/519 [00:30<03:07,  2.45it/s]
      20/80      0.94G      1.079      1.702     0.7769      1.308         15        640:  12%|█▏        | 60/519 [00:30<02:47,  2.75it/s]
      20/80      0.94G      1.078      1.696     0.7761      1.308          8        640:  12%|█▏        | 60/519 [00:30<02:47,  2.75it/s]
      20/80      0.94G      1.078      1.696     0.7761      1.308          8        640:  12%|█▏        | 61/519 [00:30<02:29,  3.06it/s]
      20/80      0.94G       1.08      1.706     0.7794      1.311         10        640:  12%|█▏        | 61/519 [00:31<02:29,  3.06it/s]
      20/80      0.94G       1.08      1.706     0.7794      1.311         10        640:  12%|█▏        | 62/519 [00:31<02:14,  3.41it/s]
      20/80      0.94G      1.083      1.707     0.7822      1.313          9        640:  12%|█▏        | 62/519 [00:32<02:14,  3.41it/s]
      20/80      0.94G      1.083      1.707     0.7822      1.313          9        640:  12%|█▏        | 63/519 [00:32<04:24,  1.72it/s]
      20/80      0.94G      1.081      1.709     0.7792      1.312          5        640:  12%|█▏        | 63/519 [00:32<04:24,  1.72it/s]
      20/80      0.94G      1.081      1.709     0.7792      1.312          5        640:  12%|█▏        | 64/519 [00:32<03:40,  2.07it/s]
      20/80      0.94G      1.084      1.718     0.7813      1.317         11        640:  12%|█▏        | 64/519 [00:32<03:40,  2.07it/s]
      20/80      0.94G      1.084      1.718     0.7813      1.317         11        640:  13%|█▎        | 65/519 [00:32<02:58,  2.55it/s]
      20/80      0.94G      1.087      1.712     0.7829      1.318          6        640:  13%|█▎        | 65/519 [00:33<02:58,  2.55it/s]
      20/80      0.94G      1.087      1.712     0.7829      1.318          6        640:  13%|█▎        | 66/519 [00:33<02:40,  2.81it/s]
      20/80      0.94G      1.089      1.715     0.7828       1.32         11        640:  13%|█▎        | 66/519 [00:34<02:40,  2.81it/s]
      20/80      0.94G      1.089      1.715     0.7828       1.32         11        640:  13%|█▎        | 67/519 [00:34<04:37,  1.63it/s]
      20/80      0.94G      1.089       1.72     0.7828       1.32          7        640:  13%|█▎        | 67/519 [00:34<04:37,  1.63it/s]
      20/80      0.94G      1.089       1.72     0.7828       1.32          7        640:  13%|█▎        | 68/519 [00:34<03:41,  2.03it/s]
      20/80      0.94G      1.088      1.717     0.7824      1.318         10        640:  13%|█▎        | 68/519 [00:34<03:41,  2.03it/s]
      20/80      0.94G      1.088      1.717     0.7824      1.318         10        640:  13%|█▎        | 69/519 [00:34<03:01,  2.47it/s]
      20/80      0.94G      1.088      1.718     0.7813      1.316         11        640:  13%|█▎        | 69/519 [00:34<03:01,  2.47it/s]
      20/80      0.94G      1.086      1.719     0.7797      1.315         14        640:  13%|█▎        | 69/519 [00:35<03:01,  2.47it/s]
      20/80      0.94G      1.086      1.719     0.7797      1.315         14        640:  14%|█▎        | 71/519 [00:35<03:31,  2.12it/s]
      20/80      0.94G      1.085      1.716     0.7768      1.314          6        640:  14%|█▎        | 71/519 [00:36<03:31,  2.12it/s]
      20/80      0.94G      1.085      1.716     0.7768      1.314          6        640:  14%|█▍        | 72/519 [00:36<03:14,  2.30it/s]
      20/80      0.94G      1.086      1.728     0.7795      1.313         12        640:  14%|█▍        | 72/519 [00:36<03:14,  2.30it/s]
      20/80      0.94G      1.086      1.728     0.7795      1.313         12        640:  14%|█▍        | 73/519 [00:36<02:54,  2.56it/s]
      20/80      0.94G      1.084      1.728     0.7797      1.312          9        640:  14%|█▍        | 73/519 [00:36<02:54,  2.56it/s]
      20/80      0.94G      1.084      1.728     0.7797      1.312          9        640:  14%|█▍        | 74/519 [00:36<02:39,  2.80it/s]
      20/80      0.94G      1.088      1.732     0.7842      1.315         11        640:  14%|█▍        | 74/519 [00:38<02:39,  2.80it/s]
      20/80      0.94G      1.088      1.732     0.7842      1.315         11        640:  14%|█▍        | 75/519 [00:38<05:06,  1.45it/s]
      20/80      0.94G      1.089      1.728     0.7851      1.313         14        640:  14%|█▍        | 75/519 [00:38<05:06,  1.45it/s]
      20/80      0.94G      1.089      1.728     0.7851      1.313         14        640:  15%|█▍        | 76/519 [00:38<04:11,  1.76it/s]
      20/80      0.94G      1.087      1.724     0.7838      1.313         11        640:  15%|█▍        | 76/519 [00:38<04:11,  1.76it/s]
      20/80      0.94G      1.087      1.724     0.7838      1.313         11        640:  15%|█▍        | 77/519 [00:38<03:24,  2.16it/s]
      20/80      0.94G      1.087      1.722     0.7827      1.313          6        640:  15%|█▍        | 77/519 [00:38<03:24,  2.16it/s]
      20/80      0.94G      1.087      1.722     0.7827      1.313          6        640:  15%|█▌        | 78/519 [00:38<02:55,  2.51it/s]
      20/80      0.94G      1.085      1.717     0.7794      1.314          8        640:  15%|█▌        | 78/519 [00:40<02:55,  2.51it/s]
      20/80      0.94G      1.085      1.717     0.7794      1.314          8        640:  15%|█▌        | 79/519 [00:40<05:18,  1.38it/s]
      20/80      0.94G      1.081      1.713     0.7769       1.31         11        640:  15%|█▌        | 79/519 [00:40<05:18,  1.38it/s]
      20/80      0.94G      1.081      1.713     0.7769       1.31         11        640:  15%|█▌        | 80/519 [00:40<04:15,  1.72it/s]
      20/80      0.94G      1.083       1.71     0.7767      1.311         11        640:  15%|█▌        | 80/519 [00:40<04:15,  1.72it/s]
      20/80      0.94G      1.083       1.71     0.7767      1.311         11        640:  16%|█▌        | 81/519 [00:40<03:36,  2.02it/s]
      20/80      0.94G      1.081      1.711     0.7756      1.311         12        640:  16%|█▌        | 81/519 [00:41<03:36,  2.02it/s]
      20/80      0.94G      1.081      1.711     0.7756      1.311         12        640:  16%|█▌        | 82/519 [00:41<03:00,  2.42it/s]
      20/80      0.94G      1.082      1.711      0.777       1.31          8        640:  16%|█▌        | 82/519 [00:42<03:00,  2.42it/s]
      20/80      0.94G      1.082      1.711      0.777       1.31          8        640:  16%|█▌        | 83/519 [00:42<05:16,  1.38it/s]
      20/80      0.94G      1.081      1.711     0.7758      1.309         10        640:  16%|█▌        | 83/519 [00:42<05:16,  1.38it/s]
      20/80      0.94G      1.081      1.711     0.7758      1.309         10        640:  16%|█▌        | 84/519 [00:42<04:04,  1.78it/s]
      20/80      0.94G      1.079      1.708     0.7733      1.306         12        640:  16%|█▌        | 84/519 [00:43<04:04,  1.78it/s]
      20/80      0.94G      1.079      1.708     0.7733      1.306         12        640:  16%|█▋        | 85/519 [00:43<03:26,  2.10it/s]
      20/80      0.94G      1.079      1.709     0.7734      1.307          9        640:  16%|█▋        | 85/519 [00:43<03:26,  2.10it/s]
      20/80      0.94G      1.079      1.709     0.7734      1.307          9        640:  17%|█▋        | 86/519 [00:43<02:59,  2.42it/s]
      20/80      0.94G       1.08      1.708     0.7744      1.309          9        640:  17%|█▋        | 86/519 [00:44<02:59,  2.42it/s]
      20/80      0.94G       1.08      1.708     0.7744      1.309          9        640:  17%|█▋        | 87/519 [00:44<04:13,  1.71it/s]
      20/80      0.94G      1.082      1.715     0.7746      1.311         12        640:  17%|█▋        | 87/519 [00:44<04:13,  1.71it/s]
      20/80      0.94G      1.082      1.715     0.7746      1.311         12        640:  17%|█▋        | 88/519 [00:44<03:40,  1.95it/s]
      20/80      0.94G      1.083      1.719     0.7742       1.31         11        640:  17%|█▋        | 88/519 [00:44<03:40,  1.95it/s]
      20/80      0.94G      1.083      1.719     0.7742       1.31         11        640:  17%|█▋        | 89/519 [00:44<03:12,  2.23it/s]
      20/80      0.94G      1.079      1.728     0.7714      1.309          8        640:  17%|█▋        | 89/519 [00:45<03:12,  2.23it/s]
      20/80      0.94G      1.079      1.728     0.7714      1.309          8        640:  17%|█▋        | 90/519 [00:45<02:44,  2.61it/s]
      20/80      0.94G      1.077      1.733     0.7719      1.309          9        640:  17%|█▋        | 90/519 [00:46<02:44,  2.61it/s]
      20/80      0.94G      1.077      1.733     0.7719      1.309          9        640:  18%|█▊        | 91/519 [00:46<04:16,  1.67it/s]
      20/80      0.94G      1.075      1.728     0.7704      1.307         11        640:  18%|█▊        | 91/519 [00:46<04:16,  1.67it/s]
      20/80      0.94G      1.075      1.728     0.7704      1.307         11        640:  18%|█▊        | 92/519 [00:46<03:30,  2.03it/s]
      20/80      0.94G      1.078      1.727     0.7723       1.31         10        640:  18%|█▊        | 92/519 [00:46<03:30,  2.03it/s]
      20/80      0.94G      1.078      1.727     0.7723       1.31         10        640:  18%|█▊        | 93/519 [00:46<02:58,  2.39it/s]
      20/80      0.94G      1.081      1.729     0.7741      1.315          8        640:  18%|█▊        | 93/519 [00:47<02:58,  2.39it/s]
      20/80      0.94G      1.081      1.729     0.7741      1.315          8        640:  18%|█▊        | 94/519 [00:47<03:09,  2.24it/s]
      20/80      0.94G      1.085      1.744      0.777      1.317          9        640:  18%|█▊        | 94/519 [00:47<03:09,  2.24it/s]
      20/80      0.94G      1.085      1.744      0.777      1.317          9        640:  18%|█▊        | 95/519 [00:47<03:06,  2.27it/s]
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      20/80      0.94G      1.085      1.745     0.7765      1.317         10        640:  18%|█▊        | 96/519 [00:47<02:36,  2.71it/s]
      20/80      0.94G      1.087      1.744     0.7761      1.318         10        640:  18%|█▊        | 96/519 [00:48<02:36,  2.71it/s]
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      20/80      0.94G      1.084      1.739     0.7738      1.316         12        640:  19%|█▉        | 98/519 [00:49<03:40,  1.91it/s]
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      20/80      0.94G      1.081      1.747     0.7739      1.314         13        640:  19%|█▉        | 101/519 [00:51<02:45,  2.53it/s]
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      20/80      0.94G      1.077       1.74     0.7758      1.313          4        640:  57%|█████▋    | 297/519 [02:22<02:29,  1.49it/s]
      20/80      0.94G      1.077       1.74     0.7758      1.313          4        640:  57%|█████▋    | 298/519 [02:22<01:57,  1.88it/s]
      20/80      0.94G      1.077       1.74     0.7757      1.312         13        640:  57%|█████▋    | 298/519 [02:23<01:57,  1.88it/s]
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      20/80      0.94G      1.075      1.737     0.7742      1.311          8        640:  58%|█████▊    | 301/519 [02:24<02:17,  1.59it/s]
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      20/80      0.94G      1.074      1.742     0.7737      1.309         13        640:  59%|█████▊    | 304/519 [02:26<01:18,  2.72it/s]
      20/80      0.94G      1.074      1.742     0.7737      1.309         13        640:  59%|█████▉    | 305/519 [02:26<01:51,  1.93it/s]
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      20/80      0.94G      1.074      1.742     0.7728       1.31          9        640:  59%|█████▉    | 307/519 [02:26<01:24,  2.52it/s]
      20/80      0.94G      1.074      1.742     0.7728       1.31          9        640:  59%|█████▉    | 308/519 [02:26<01:10,  2.98it/s]
      20/80      0.94G      1.074      1.742     0.7727       1.31          9        640:  59%|█████▉    | 308/519 [02:28<01:10,  2.98it/s]
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      20/80      0.94G      1.074      1.742     0.7721       1.31         13        640:  60%|█████▉    | 311/519 [02:28<01:23,  2.49it/s]
      20/80      0.94G      1.074      1.742     0.7729      1.311         12        640:  60%|█████▉    | 311/519 [02:28<01:23,  2.49it/s]
      20/80      0.94G      1.074      1.742     0.7729      1.311         12        640:  60%|██████    | 312/519 [02:28<01:17,  2.68it/s]
      20/80      0.94G      1.075      1.743     0.7729      1.311         10        640:  60%|██████    | 312/519 [02:30<01:17,  2.68it/s]
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      20/80      0.94G      1.074      1.741     0.7721      1.311         11        640:  60%|██████    | 313/519 [02:30<02:15,  1.52it/s]
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      20/80      0.94G      1.075      1.741     0.7724      1.312          9        640:  61%|██████    | 316/519 [02:31<01:17,  2.62it/s]
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      20/80      0.94G      1.074       1.74     0.7717      1.311         11        640:  61%|██████    | 317/519 [02:32<01:55,  1.74it/s]
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      20/80      0.94G      1.073      1.739     0.7722      1.311         10        640:  61%|██████▏   | 318/519 [02:32<01:32,  2.17it/s]
      20/80      0.94G      1.073      1.739     0.7722      1.311         10        640:  61%|██████▏   | 319/519 [02:32<01:17,  2.57it/s]
      20/80      0.94G      1.073      1.741     0.7727      1.311          6        640:  61%|██████▏   | 319/519 [02:32<01:17,  2.57it/s]
      20/80      0.94G      1.073      1.741     0.7727      1.311          6        640:  62%|██████▏   | 320/519 [02:32<01:06,  2.99it/s]
      20/80      0.94G      1.072      1.739     0.7717      1.311         13        640:  62%|██████▏   | 320/519 [02:33<01:06,  2.99it/s]
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      20/80      0.94G      1.073      1.744     0.7727      1.311         10        640:  63%|██████▎   | 325/519 [02:35<01:17,  2.51it/s]
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      20/80      0.94G      1.074      1.746     0.7728      1.312         12        640:  64%|██████▎   | 330/519 [02:36<01:13,  2.57it/s]
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      20/80      0.94G      1.074      1.746     0.7708      1.312         10        640:  65%|██████▍   | 336/519 [02:39<01:11,  2.57it/s]
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      20/80      0.94G      1.072      1.748     0.7698      1.311         11        640:  66%|██████▌   | 340/519 [02:41<01:25,  2.10it/s]
      20/80      0.94G      1.072      1.748     0.7698      1.311         11        640:  66%|██████▌   | 341/519 [02:41<01:20,  2.21it/s]
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      20/80      0.94G      1.072      1.746     0.7699      1.311         10        640:  66%|██████▌   | 343/519 [02:43<01:44,  1.68it/s]
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      20/80      0.94G       1.07      1.742     0.7683      1.308         10        640:  68%|██████▊   | 351/519 [02:46<01:47,  1.57it/s]
      20/80      0.94G      1.069       1.74     0.7674      1.308          8        640:  68%|██████▊   | 351/519 [02:46<01:47,  1.57it/s]
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      20/80      0.94G      1.069      1.739     0.7663      1.307         13        640:  69%|██████▉   | 359/519 [02:50<01:49,  1.46it/s]
      20/80      0.94G      1.069      1.742     0.7668      1.308          9        640:  69%|██████▉   | 359/519 [02:51<01:49,  1.46it/s]
      20/80      0.94G      1.069      1.742     0.7668      1.308          9        640:  69%|██████▉   | 360/519 [02:51<01:29,  1.77it/s]
      20/80      0.94G      1.069      1.745     0.7666      1.308          9        640:  69%|██████▉   | 360/519 [02:51<01:29,  1.77it/s]
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      20/80      0.94G      1.069      1.744     0.7672      1.309          8        640:  70%|██████▉   | 361/519 [02:51<01:14,  2.13it/s]
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      20/80      0.94G      1.068      1.742     0.7656      1.308         12        640:  70%|██████▉   | 363/519 [02:52<01:18,  1.98it/s]
      20/80      0.94G      1.068      1.742     0.7656      1.308         12        640:  70%|███████   | 364/519 [02:52<01:05,  2.35it/s]
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      20/80      0.94G      1.069      1.744     0.7658      1.308         11        640:  70%|███████   | 365/519 [02:53<00:58,  2.65it/s]
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      20/80      0.94G       1.07      1.744     0.7653      1.308         11        640:  71%|███████▏  | 370/519 [02:57<01:02,  2.37it/s]
      20/80      0.94G       1.07      1.744     0.7653      1.308         11        640:  71%|███████▏  | 371/519 [02:57<01:50,  1.33it/s]
      20/80      0.94G       1.07      1.743     0.7654      1.308         11        640:  71%|███████▏  | 371/519 [02:57<01:50,  1.33it/s]
      20/80      0.94G       1.07      1.743     0.7654      1.308         11        640:  72%|███████▏  | 372/519 [02:57<01:26,  1.70it/s]
      20/80      0.94G      1.071      1.745     0.7655      1.309          9        640:  72%|███████▏  | 372/519 [02:57<01:26,  1.70it/s]
      20/80      0.94G      1.071      1.745     0.7655      1.309          9        640:  72%|███████▏  | 373/519 [02:57<01:09,  2.09it/s]
      20/80      0.94G       1.07      1.745     0.7651      1.308         11        640:  72%|███████▏  | 373/519 [02:57<01:09,  2.09it/s]
      20/80      0.94G       1.07      1.745     0.7651      1.308         11        640:  72%|███████▏  | 374/519 [02:57<01:00,  2.41it/s]
      20/80      0.94G       1.07      1.743     0.7646      1.308          8        640:  72%|███████▏  | 374/519 [02:59<01:00,  2.41it/s]
      20/80      0.94G       1.07      1.743     0.7646      1.308          8        640:  72%|███████▏  | 375/519 [02:59<01:40,  1.43it/s]
      20/80      0.94G       1.07      1.743     0.7648      1.308          8        640:  72%|███████▏  | 375/519 [02:59<01:40,  1.43it/s]
      20/80      0.94G       1.07      1.743     0.7648      1.308          8        640:  72%|███████▏  | 376/519 [02:59<01:19,  1.79it/s]
      20/80      0.94G       1.07      1.742     0.7642      1.307         10        640:  72%|███████▏  | 376/519 [02:59<01:19,  1.79it/s]
      20/80      0.94G       1.07      1.742     0.7642      1.307         10        640:  73%|███████▎  | 377/519 [02:59<01:03,  2.23it/s]
      20/80      0.94G       1.07      1.742     0.7654      1.308          9        640:  73%|███████▎  | 377/519 [02:59<01:03,  2.23it/s]
      20/80      0.94G      1.071      1.743      0.766      1.308         10        640:  73%|███████▎  | 377/519 [03:01<01:03,  2.23it/s]
      20/80      0.94G      1.071      1.743      0.766      1.308         10        640:  73%|███████▎  | 379/519 [03:01<01:23,  1.69it/s]
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      20/80      0.94G      1.071      1.745     0.7657      1.308         10        640:  73%|███████▎  | 380/519 [03:01<01:09,  1.99it/s]
      20/80      0.94G      1.071      1.745     0.7657      1.308         10        640:  73%|███████▎  | 381/519 [03:01<00:58,  2.34it/s]
      20/80      0.94G      1.071      1.747     0.7664      1.308         11        640:  73%|███████▎  | 381/519 [03:01<00:58,  2.34it/s]
      20/80      0.94G      1.071      1.747     0.7664      1.308         11        640:  74%|███████▎  | 382/519 [03:01<00:51,  2.64it/s]
      20/80      0.94G      1.071      1.746     0.7662      1.307          8        640:  74%|███████▎  | 382/519 [03:03<00:51,  2.64it/s]
      20/80      0.94G      1.071      1.746     0.7662      1.307          8        640:  74%|███████▍  | 383/519 [03:03<01:22,  1.65it/s]
      20/80      0.94G      1.071      1.746     0.7659      1.307         16        640:  74%|███████▍  | 383/519 [03:03<01:22,  1.65it/s]
      20/80      0.94G      1.071      1.746     0.7659      1.307         16        640:  74%|███████▍  | 384/519 [03:03<01:07,  2.00it/s]
      20/80      0.94G      1.071      1.747     0.7659      1.307         16        640:  74%|███████▍  | 384/519 [03:03<01:07,  2.00it/s]
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      20/80      0.94G       1.07      1.746     0.7656      1.307          6        640:  74%|███████▍  | 385/519 [03:03<00:58,  2.31it/s]
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      20/80      0.94G      1.069      1.745     0.7649      1.307          6        640:  74%|███████▍  | 386/519 [03:04<00:47,  2.79it/s]
      20/80      0.94G      1.069      1.745     0.7649      1.307          6        640:  75%|███████▍  | 387/519 [03:04<01:11,  1.86it/s]
      20/80      0.94G      1.068      1.744     0.7642      1.306         10        640:  75%|███████▍  | 387/519 [03:04<01:11,  1.86it/s]
      20/80      0.94G      1.068      1.744     0.7642      1.306         10        640:  75%|███████▍  | 388/519 [03:04<00:58,  2.24it/s]
      20/80      0.94G      1.067      1.744     0.7638      1.305         10        640:  75%|███████▍  | 388/519 [03:05<00:58,  2.24it/s]
      20/80      0.94G      1.067      1.744     0.7638      1.305         10        640:  75%|███████▍  | 389/519 [03:05<00:49,  2.65it/s]
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      20/80      0.94G      1.067      1.744     0.7631      1.305         13        640:  75%|███████▌  | 391/519 [03:06<01:30,  1.41it/s]
      20/80      0.94G      1.067      1.748     0.7636      1.305          8        640:  75%|███████▌  | 391/519 [03:07<01:30,  1.41it/s]
      20/80      0.94G      1.067      1.748     0.7636      1.305          8        640:  76%|███████▌  | 392/519 [03:07<01:10,  1.80it/s]
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      20/80      0.94G      1.067      1.747     0.7634      1.305          9        640:  76%|███████▌  | 393/519 [03:07<00:57,  2.20it/s]
      20/80      0.94G      1.067      1.747     0.7628      1.305         11        640:  76%|███████▌  | 393/519 [03:07<00:57,  2.20it/s]
      20/80      0.94G      1.067      1.747     0.7628      1.305         11        640:  76%|███████▌  | 394/519 [03:07<00:49,  2.52it/s]
      20/80      0.94G      1.066      1.747     0.7627      1.304         11        640:  76%|███████▌  | 394/519 [03:08<00:49,  2.52it/s]
      20/80      0.94G      1.066      1.747     0.7627      1.304         11        640:  76%|███████▌  | 395/519 [03:08<01:22,  1.50it/s]
      20/80      0.94G      1.067      1.747     0.7629      1.304          9        640:  76%|███████▌  | 395/519 [03:09<01:22,  1.50it/s]
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      20/80      0.94G      1.066      1.747     0.7626      1.304         13        640:  76%|███████▋  | 397/519 [03:09<00:53,  2.28it/s]
      20/80      0.94G      1.066      1.747     0.7629      1.304          8        640:  76%|███████▋  | 397/519 [03:09<00:53,  2.28it/s]
      20/80      0.94G      1.066      1.747     0.7629      1.304          8        640:  77%|███████▋  | 398/519 [03:09<00:47,  2.56it/s]
      20/80      0.94G      1.065      1.746     0.7629      1.303         10        640:  77%|███████▋  | 398/519 [03:10<00:47,  2.56it/s]
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      20/80      0.94G      1.065      1.745     0.7627      1.303         12        640:  77%|███████▋  | 399/519 [03:10<00:59,  2.01it/s]
      20/80      0.94G      1.065      1.745     0.7627      1.303         12        640:  77%|███████▋  | 400/519 [03:10<00:47,  2.50it/s]
      20/80      0.94G      1.064      1.744      0.762      1.303          8        640:  77%|███████▋  | 400/519 [03:10<00:47,  2.50it/s]
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      20/80      0.94G      1.064      1.742     0.7613      1.302          9        640:  77%|███████▋  | 402/519 [03:12<00:37,  3.09it/s]
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      20/80      0.94G      1.065      1.744     0.7615      1.303         10        640:  78%|███████▊  | 405/519 [03:12<00:46,  2.48it/s]
      20/80      0.94G      1.065      1.744     0.7612      1.303          9        640:  78%|███████▊  | 405/519 [03:13<00:46,  2.48it/s]
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      20/80      0.94G      1.065      1.743     0.7608      1.303          9        640:  78%|███████▊  | 406/519 [03:14<00:41,  2.73it/s]
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      20/80      0.94G      1.066      1.744     0.7618      1.303          9        640:  79%|███████▊  | 408/519 [03:14<00:55,  2.01it/s]
      20/80      0.94G      1.066      1.744     0.7615      1.303          9        640:  79%|███████▊  | 408/519 [03:14<00:55,  2.01it/s]
      20/80      0.94G      1.066      1.744     0.7615      1.303          9        640:  79%|███████▉  | 409/519 [03:14<00:47,  2.33it/s]
      20/80      0.94G      1.065      1.743      0.761      1.303         10        640:  79%|███████▉  | 409/519 [03:15<00:47,  2.33it/s]
      20/80      0.94G      1.065      1.743      0.761      1.303         10        640:  79%|███████▉  | 410/519 [03:15<00:41,  2.66it/s]
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      20/80      0.94G      1.065      1.742     0.7605      1.302         12        640:  79%|███████▉  | 411/519 [03:15<00:57,  1.89it/s]
      20/80      0.94G      1.065      1.742     0.7606      1.303         12        640:  79%|███████▉  | 411/519 [03:16<00:57,  1.89it/s]
      20/80      0.94G      1.065      1.742     0.7606      1.303         12        640:  79%|███████▉  | 412/519 [03:16<00:44,  2.38it/s]
      20/80      0.94G      1.065      1.742     0.7606      1.303         11        640:  79%|███████▉  | 412/519 [03:16<00:44,  2.38it/s]
      20/80      0.94G      1.065      1.742     0.7606      1.303         11        640:  80%|███████▉  | 413/519 [03:16<00:39,  2.70it/s]
      20/80      0.94G      1.065      1.743     0.7615      1.303         11        640:  80%|███████▉  | 413/519 [03:16<00:39,  2.70it/s]
      20/80      0.94G      1.065      1.743     0.7615      1.303         11        640:  80%|███████▉  | 414/519 [03:16<00:35,  2.96it/s]
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      20/80      0.94G      1.066      1.742     0.7619      1.302         15        640:  80%|███████▉  | 415/519 [03:17<00:58,  1.77it/s]
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      20/80      0.94G      1.062      1.744     0.7613      1.301         12        640:  93%|█████████▎| 483/519 [03:47<00:21,  1.69it/s]
      20/80      0.94G      1.062      1.744     0.7613      1.301         11        640:  93%|█████████▎| 483/519 [03:47<00:21,  1.69it/s]
      20/80      0.94G      1.062      1.744     0.7613      1.301         11        640:  93%|█████████▎| 484/519 [03:47<00:16,  2.10it/s]
      20/80      0.94G      1.063      1.744     0.7622      1.302          8        640:  93%|█████████▎| 484/519 [03:47<00:16,  2.10it/s]
      20/80      0.94G      1.063      1.744     0.7622      1.302          8        640:  93%|█████████▎| 485/519 [03:47<00:13,  2.52it/s]
      20/80      0.94G      1.063      1.744      0.762      1.302         14        640:  93%|█████████▎| 485/519 [03:48<00:13,  2.52it/s]
      20/80      0.94G      1.063      1.744      0.762      1.302         14        640:  94%|█████████▎| 486/519 [03:48<00:18,  1.83it/s]
      20/80      0.94G      1.063      1.743     0.7619      1.302         12        640:  94%|█████████▎| 486/519 [03:48<00:18,  1.83it/s]
      20/80      0.94G      1.063      1.743     0.7619      1.302         12        640:  94%|█████████▍| 487/519 [03:48<00:14,  2.21it/s]
      20/80      0.94G      1.063      1.743     0.7616      1.301         10        640:  94%|█████████▍| 487/519 [03:48<00:14,  2.21it/s]
      20/80      0.94G      1.063      1.743     0.7616      1.301         10        640:  94%|█████████▍| 488/519 [03:48<00:12,  2.52it/s]
      20/80      0.94G      1.063      1.743     0.7617      1.301         12        640:  94%|█████████▍| 488/519 [03:49<00:12,  2.52it/s]
      20/80      0.94G      1.063      1.743     0.7617      1.301         12        640:  94%|█████████▍| 489/519 [03:49<00:10,  2.75it/s]
      20/80      0.94G      1.062      1.742     0.7615      1.301          7        640:  94%|█████████▍| 489/519 [03:50<00:10,  2.75it/s]
      20/80      0.94G      1.062      1.742     0.7615      1.301          7        640:  94%|█████████▍| 490/519 [03:50<00:19,  1.49it/s]
      20/80      0.94G      1.062      1.742     0.7616      1.301          9        640:  94%|█████████▍| 490/519 [03:50<00:19,  1.49it/s]
      20/80      0.94G      1.062      1.742     0.7616      1.301          9        640:  95%|█████████▍| 491/519 [03:50<00:14,  1.90it/s]
      20/80      0.94G      1.063      1.742     0.7624      1.301          9        640:  95%|█████████▍| 491/519 [03:50<00:14,  1.90it/s]
      20/80      0.94G      1.063      1.742     0.7624      1.301          9        640:  95%|█████████▍| 492/519 [03:50<00:11,  2.28it/s]
      20/80      0.94G      1.063      1.743     0.7623      1.301         12        640:  95%|█████████▍| 492/519 [03:51<00:11,  2.28it/s]
      20/80      0.94G      1.063      1.743     0.7623      1.301         12        640:  95%|█████████▍| 493/519 [03:51<00:10,  2.56it/s]
      20/80      0.94G      1.062      1.744     0.7625      1.301          7        640:  95%|█████████▍| 493/519 [03:52<00:10,  2.56it/s]
      20/80      0.94G      1.062      1.744     0.7625      1.301          7        640:  95%|█████████▌| 494/519 [03:52<00:14,  1.67it/s]
      20/80      0.94G      1.062      1.744     0.7623      1.302          8        640:  95%|█████████▌| 494/519 [03:52<00:14,  1.67it/s]
      20/80      0.94G      1.062      1.744     0.7623      1.302          8        640:  95%|█████████▌| 495/519 [03:52<00:11,  2.07it/s]
      20/80      0.94G      1.062      1.744     0.7619      1.302          9        640:  95%|█████████▌| 495/519 [03:52<00:11,  2.07it/s]
      20/80      0.94G      1.062      1.744     0.7619      1.302          9        640:  96%|█████████▌| 496/519 [03:52<00:09,  2.44it/s]
      20/80      0.94G      1.062      1.742     0.7618      1.302         10        640:  96%|█████████▌| 496/519 [03:52<00:09,  2.44it/s]
      20/80      0.94G      1.062      1.742     0.7618      1.302         10        640:  96%|█████████▌| 497/519 [03:52<00:07,  2.83it/s]
      20/80      0.94G      1.062      1.744     0.7621      1.302          9        640:  96%|█████████▌| 497/519 [03:54<00:07,  2.83it/s]
      20/80      0.94G      1.062      1.744     0.7621      1.302          9        640:  96%|█████████▌| 498/519 [03:54<00:13,  1.61it/s]
      20/80      0.94G      1.062      1.743      0.762      1.302         12        640:  96%|█████████▌| 498/519 [03:54<00:13,  1.61it/s]
      20/80      0.94G      1.062      1.743      0.762      1.302         12        640:  96%|█████████▌| 499/519 [03:54<00:09,  2.02it/s]
      20/80      0.94G      1.062      1.743     0.7627      1.303          8        640:  96%|█████████▌| 499/519 [03:54<00:09,  2.02it/s]
      20/80      0.94G      1.062      1.743     0.7627      1.303          8        640:  96%|█████████▋| 500/519 [03:54<00:07,  2.46it/s]
      20/80      0.94G      1.062      1.743     0.7627      1.302         11        640:  96%|█████████▋| 500/519 [03:54<00:07,  2.46it/s]
      20/80      0.94G      1.062      1.743     0.7627      1.302         11        640:  97%|█████████▋| 501/519 [03:54<00:06,  2.74it/s]
      20/80      0.94G      1.064      1.745     0.7631      1.303         10        640:  97%|█████████▋| 501/519 [03:55<00:06,  2.74it/s]
      20/80      0.94G      1.064      1.745     0.7631      1.303         10        640:  97%|█████████▋| 502/519 [03:55<00:08,  2.01it/s]
      20/80      0.94G      1.064      1.745     0.7632      1.304          8        640:  97%|█████████▋| 502/519 [03:55<00:08,  2.01it/s]
      20/80      0.94G      1.064      1.745     0.7632      1.304          8        640:  97%|█████████▋| 503/519 [03:55<00:06,  2.40it/s]
      20/80      0.94G      1.064      1.744     0.7627      1.304         11        640:  97%|█████████▋| 503/519 [03:56<00:06,  2.40it/s]
      20/80      0.94G      1.064      1.744     0.7627      1.304         11        640:  97%|█████████▋| 504/519 [03:56<00:05,  2.59it/s]
      20/80      0.94G      1.063      1.743     0.7622      1.303         11        640:  97%|█████████▋| 504/519 [03:56<00:05,  2.59it/s]
      20/80      0.94G      1.063      1.743     0.7622      1.303         11        640:  97%|█████████▋| 505/519 [03:56<00:04,  2.91it/s]
      20/80      0.94G      1.063      1.743     0.7629      1.303          8        640:  97%|█████████▋| 505/519 [03:57<00:04,  2.91it/s]
      20/80      0.94G      1.063      1.743     0.7629      1.303          8        640:  97%|█████████▋| 506/519 [03:57<00:08,  1.60it/s]
      20/80      0.94G      1.064      1.743      0.763      1.304         11        640:  97%|█████████▋| 506/519 [03:58<00:08,  1.60it/s]
      20/80      0.94G      1.064      1.743      0.763      1.304         11        640:  98%|█████████▊| 507/519 [03:58<00:06,  1.95it/s]
      20/80      0.94G      1.064      1.745     0.7632      1.304         11        640:  98%|█████████▊| 507/519 [03:58<00:06,  1.95it/s]
      20/80      0.94G      1.064      1.745     0.7632      1.304         11        640:  98%|█████████▊| 508/519 [03:58<00:04,  2.27it/s]
      20/80      0.94G      1.064      1.744     0.7629      1.304          7        640:  98%|█████████▊| 508/519 [03:58<00:04,  2.27it/s]
      20/80      0.94G      1.064      1.744     0.7629      1.304          7        640:  98%|█████████▊| 509/519 [03:58<00:03,  2.65it/s]
      20/80      0.94G      1.063      1.743     0.7626      1.304         12        640:  98%|█████████▊| 509/519 [03:59<00:03,  2.65it/s]
      20/80      0.94G      1.063      1.743     0.7626      1.304         12        640:  98%|█████████▊| 510/519 [03:59<00:04,  1.94it/s]
      20/80      0.94G      1.063      1.744     0.7627      1.303         11        640:  98%|█████████▊| 510/519 [03:59<00:04,  1.94it/s]
      20/80      0.94G      1.063      1.744     0.7627      1.303         11        640:  98%|█████████▊| 511/519 [03:59<00:03,  2.33it/s]
      20/80      0.94G      1.063      1.744     0.7625      1.303          9        640:  98%|█████████▊| 511/519 [03:59<00:03,  2.33it/s]
      20/80      0.94G      1.063      1.744     0.7625      1.303          9        640:  99%|█████████▊| 512/519 [03:59<00:02,  2.66it/s]
      20/80      0.94G      1.063      1.744     0.7625      1.303         13        640:  99%|█████████▊| 512/519 [04:00<00:02,  2.66it/s]
      20/80      0.94G      1.063      1.744     0.7625      1.303         13        640:  99%|█████████▉| 513/519 [04:00<00:01,  3.06it/s]
      20/80      0.94G      1.063      1.744     0.7629      1.304          7        640:  99%|█████████▉| 513/519 [04:01<00:01,  3.06it/s]
      20/80      0.94G      1.063      1.744     0.7629      1.304          7        640:  99%|█████████▉| 514/519 [04:01<00:03,  1.66it/s]
      20/80      0.94G      1.063      1.744     0.7631      1.304         12        640:  99%|█████████▉| 514/519 [04:01<00:03,  1.66it/s]
      20/80      0.94G      1.063      1.744     0.7631      1.304         12        640:  99%|█████████▉| 515/519 [04:01<00:01,  2.19it/s]
      20/80      0.94G      1.062      1.743     0.7629      1.304         10        640:  99%|█████████▉| 515/519 [04:01<00:01,  2.19it/s]
      20/80      0.94G      1.062      1.744     0.7628      1.303         11        640:  99%|█████████▉| 515/519 [04:01<00:01,  2.19it/s]
      20/80      0.94G      1.062      1.744     0.7628      1.303         11        640: 100%|█████████▉| 517/519 [04:01<00:00,  3.44it/s]
      20/80      0.94G      1.062      1.742     0.7622      1.304          9        640: 100%|█████████▉| 517/519 [04:01<00:00,  3.44it/s]
      20/80      0.94G      1.062      1.742     0.7622      1.304          9        640: 100%|█████████▉| 518/519 [04:01<00:00,  3.86it/s]
      20/80      0.94G      1.062      1.743      0.764      1.304          7        640: 100%|█████████▉| 518/519 [04:01<00:00,  3.86it/s]
      20/80      0.94G      1.062      1.743      0.764      1.304          7        640: 100%|██████████| 519/519 [04:01<00:00,  2.15it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:51,  6.42s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:58,  2.83s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:44,  1.69s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:12,  1.18s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<00:56,  1.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:49,  1.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:42,  1.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:37,  1.51it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:31,  1.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:26,  2.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:24,  2.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:23,  2.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:23,  2.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:24,  2.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:23,  2.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:24,  1.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:24,  1.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:23,  1.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:24,  1.81it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:25,  1.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:23,  1.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  1.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:18,  2.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:15,  2.59it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.62it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:05,  6.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:03,  6.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  6.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:21<00:01,  7.47it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  82%|████████▏ | 53/65 [00:21<00:01,  8.48it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  9.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.58it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  92%|█████████▏| 60/65 [00:22<00:00,  9.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:22<00:00,  9.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.79it/s]
+                   all        519        519      0.964      0.922      0.974       0.71      0.962       0.92      0.973      0.686
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
      21/80      0.94G       1.22      2.414     0.8086      1.464          9        640:   0%|          | 0/519 [00:03<?, ?it/s]
      21/80      0.94G       1.22      2.414     0.8086      1.464          9        640:   0%|          | 1/519 [00:03<26:49,  3.11s/it]
      21/80      0.94G      1.344      2.523     0.9826      1.565         10        640:   0%|          | 1/519 [00:03<26:49,  3.11s/it]
      21/80      0.94G      1.344      2.523     0.9826      1.565         10        640:   0%|          | 2/519 [00:03<14:13,  1.65s/it]
      21/80      0.94G       1.23      2.202     0.8432       1.47         11        640:   0%|          | 2/519 [00:03<14:13,  1.65s/it]
      21/80      0.94G       1.23      2.202     0.8432       1.47         11        640:   1%|          | 3/519 [00:03<08:30,  1.01it/s]
      21/80      0.94G       1.11      1.939     0.7422      1.405          7        640:   1%|          | 3/519 [00:04<08:30,  1.01it/s]
      21/80      0.94G       1.11      1.939     0.7422      1.405          7        640:   1%|          | 4/519 [00:04<05:58,  1.44it/s]
      21/80      0.94G      1.086      1.824     0.7366      1.375         14        640:   1%|          | 4/519 [00:04<05:58,  1.44it/s]
      21/80      0.94G      1.086      1.824     0.7366      1.375         14        640:   1%|          | 5/519 [00:04<05:08,  1.67it/s]
      21/80      0.94G      1.086       1.88     0.8143      1.401          7        640:   1%|          | 5/519 [00:05<05:08,  1.67it/s]
      21/80      0.94G      1.086       1.88     0.8143      1.401          7        640:   1%|          | 6/519 [00:05<05:39,  1.51it/s]
      21/80      0.94G      1.046      1.795     0.7581       1.35         11        640:   1%|          | 6/519 [00:05<05:39,  1.51it/s]
      21/80      0.94G      1.046      1.795     0.7581       1.35         11        640:   1%|▏         | 7/519 [00:05<04:27,  1.92it/s]
      21/80      0.94G       1.06      1.782     0.7746      1.358          9        640:   1%|▏         | 7/519 [00:05<04:27,  1.92it/s]
      21/80      0.94G       1.06      1.782     0.7746      1.358          9        640:   2%|▏         | 8/519 [00:05<03:44,  2.28it/s]
      21/80      0.94G      1.065      1.836     0.7781      1.351         11        640:   2%|▏         | 8/519 [00:06<03:44,  2.28it/s]
      21/80      0.94G      1.065      1.836     0.7781      1.351         11        640:   2%|▏         | 9/519 [00:06<05:21,  1.59it/s]
      21/80      0.94G      1.043      1.796     0.7467       1.33          9        640:   2%|▏         | 9/519 [00:07<05:21,  1.59it/s]
      21/80      0.94G      1.043      1.796     0.7467       1.33          9        640:   2%|▏         | 10/519 [00:07<04:46,  1.78it/s]
      21/80      0.94G      1.057        1.8     0.7518      1.336         12        640:   2%|▏         | 10/519 [00:07<04:46,  1.78it/s]
      21/80      0.94G      1.057        1.8     0.7518      1.336         12        640:   2%|▏         | 11/519 [00:07<03:54,  2.17it/s]
      21/80      0.94G      1.068      1.835     0.7649      1.328          9        640:   2%|▏         | 11/519 [00:07<03:54,  2.17it/s]
      21/80      0.94G      1.068      1.835     0.7649      1.328          9        640:   2%|▏         | 12/519 [00:07<03:17,  2.57it/s]
      21/80      0.94G      1.068      1.851     0.7509      1.325         11        640:   2%|▏         | 12/519 [00:08<03:17,  2.57it/s]
      21/80      0.94G      1.068      1.851     0.7509      1.325         11        640:   3%|▎         | 13/519 [00:08<04:37,  1.83it/s]
      21/80      0.94G      1.098      1.875     0.7617      1.341         10        640:   3%|▎         | 13/519 [00:09<04:37,  1.83it/s]
      21/80      0.94G      1.098      1.875     0.7617      1.341         10        640:   3%|▎         | 14/519 [00:09<04:13,  1.99it/s]
      21/80      0.94G       1.12      1.919     0.7728      1.378          7        640:   3%|▎         | 14/519 [00:09<04:13,  1.99it/s]
      21/80      0.94G       1.12      1.919     0.7728      1.378          7        640:   3%|▎         | 15/519 [00:09<03:19,  2.52it/s]
      21/80      0.94G      1.121      1.894     0.7775      1.374         10        640:   3%|▎         | 15/519 [00:09<03:19,  2.52it/s]
      21/80      0.94G      1.121      1.894     0.7775      1.374         10        640:   3%|▎         | 16/519 [00:09<03:00,  2.78it/s]
      21/80      0.94G       1.12      1.902     0.7729      1.364         12        640:   3%|▎         | 16/519 [00:10<03:00,  2.78it/s]
      21/80      0.94G       1.12      1.902     0.7729      1.364         12        640:   3%|▎         | 17/519 [00:10<03:56,  2.12it/s]
      21/80      0.94G      1.109      1.905     0.7633      1.352         12        640:   3%|▎         | 17/519 [00:10<03:56,  2.12it/s]
      21/80      0.94G      1.109      1.905     0.7633      1.352         12        640:   3%|▎         | 18/519 [00:10<04:19,  1.93it/s]
      21/80      0.94G        1.1       1.88     0.7503      1.342         10        640:   3%|▎         | 18/519 [00:11<04:19,  1.93it/s]
      21/80      0.94G        1.1       1.88     0.7503      1.342         10        640:   4%|▎         | 19/519 [00:11<03:35,  2.32it/s]
      21/80      0.94G      1.085      1.856     0.7413      1.328         14        640:   4%|▎         | 19/519 [00:11<03:35,  2.32it/s]
      21/80      0.94G      1.085      1.856     0.7413      1.328         14        640:   4%|▍         | 20/519 [00:11<03:06,  2.67it/s]
      21/80      0.94G      1.083      1.849     0.7381      1.322         14        640:   4%|▍         | 20/519 [00:11<03:06,  2.67it/s]
      21/80      0.94G      1.083      1.849     0.7381      1.322         14        640:   4%|▍         | 21/519 [00:11<03:17,  2.53it/s]
      21/80      0.94G      1.104       1.85     0.7574      1.345          5        640:   4%|▍         | 21/519 [00:12<03:17,  2.53it/s]
      21/80      0.94G      1.104       1.85     0.7574      1.345          5        640:   4%|▍         | 22/519 [00:12<04:36,  1.80it/s]
      21/80      0.94G      1.103      1.855     0.7535      1.343         12        640:   4%|▍         | 22/519 [00:12<04:36,  1.80it/s]
      21/80      0.94G      1.103      1.855     0.7535      1.343         12        640:   4%|▍         | 23/519 [00:12<03:45,  2.20it/s]
      21/80      0.94G      1.106      1.872     0.7605      1.356          8        640:   4%|▍         | 23/519 [00:13<03:45,  2.20it/s]
      21/80      0.94G      1.106      1.872     0.7605      1.356          8        640:   5%|▍         | 24/519 [00:13<03:15,  2.53it/s]
      21/80      0.94G      1.113      1.878     0.7616       1.36         12        640:   5%|▍         | 24/519 [00:14<03:15,  2.53it/s]
      21/80      0.94G      1.113      1.878     0.7616       1.36         12        640:   5%|▍         | 25/519 [00:14<05:17,  1.56it/s]
      21/80      0.94G      1.109       1.86     0.7631      1.355         13        640:   5%|▍         | 25/519 [00:14<05:17,  1.56it/s]
      21/80      0.94G      1.109       1.86     0.7631      1.355         13        640:   5%|▌         | 26/519 [00:14<04:21,  1.88it/s]
      21/80      0.94G      1.114      1.852     0.7624      1.354         15        640:   5%|▌         | 26/519 [00:14<04:21,  1.88it/s]
      21/80      0.94G      1.114      1.852     0.7624      1.354         15        640:   5%|▌         | 27/519 [00:14<03:32,  2.31it/s]
      21/80      0.94G      1.135      1.864     0.7825      1.366          7        640:   5%|▌         | 27/519 [00:15<03:32,  2.31it/s]
      21/80      0.94G      1.135      1.864     0.7825      1.366          7        640:   5%|▌         | 28/519 [00:15<03:06,  2.63it/s]
      21/80      0.94G      1.122      1.853     0.7751      1.361         10        640:   5%|▌         | 28/519 [00:15<03:06,  2.63it/s]
      21/80      0.94G      1.122      1.853     0.7751      1.361         10        640:   6%|▌         | 29/519 [00:15<03:32,  2.31it/s]
      21/80      0.94G      1.118      1.834     0.7663      1.358         11        640:   6%|▌         | 29/519 [00:16<03:32,  2.31it/s]
      21/80      0.94G      1.118      1.834     0.7663      1.358         11        640:   6%|▌         | 30/519 [00:16<03:29,  2.33it/s]
      21/80      0.94G      1.116      1.838     0.7754      1.355         11        640:   6%|▌         | 30/519 [00:16<03:29,  2.33it/s]
      21/80      0.94G      1.116      1.838     0.7754      1.355         11        640:   6%|▌         | 31/519 [00:16<02:58,  2.74it/s]
      21/80      0.94G      1.107      1.834     0.7715      1.346         10        640:   6%|▌         | 31/519 [00:16<02:58,  2.74it/s]
      21/80      0.94G      1.107      1.834     0.7715      1.346         10        640:   6%|▌         | 32/519 [00:16<02:35,  3.13it/s]
      21/80      0.94G      1.099      1.821      0.768       1.34         11        640:   6%|▌         | 32/519 [00:17<02:35,  3.13it/s]
      21/80      0.94G      1.099      1.821      0.768       1.34         11        640:   6%|▋         | 33/519 [00:17<03:30,  2.31it/s]
      21/80      0.94G      1.092      1.813     0.7653      1.333         10        640:   6%|▋         | 33/519 [00:17<03:30,  2.31it/s]
      21/80      0.94G      1.092      1.813     0.7653      1.333         10        640:   7%|▋         | 34/519 [00:17<03:08,  2.57it/s]
      21/80      0.94G      1.103      1.844     0.7652      1.351          8        640:   7%|▋         | 34/519 [00:17<03:08,  2.57it/s]
      21/80      0.94G      1.103      1.844     0.7652      1.351          8        640:   7%|▋         | 35/519 [00:17<02:43,  2.96it/s]
      21/80      0.94G      1.103      1.842     0.7697      1.346          9        640:   7%|▋         | 35/519 [00:18<02:43,  2.96it/s]
      21/80      0.94G      1.103      1.842     0.7697      1.346          9        640:   7%|▋         | 36/519 [00:18<02:37,  3.07it/s]
      21/80      0.94G       1.11      1.851     0.7758      1.353         11        640:   7%|▋         | 36/519 [00:19<02:37,  3.07it/s]
      21/80      0.94G       1.11      1.851     0.7758      1.353         11        640:   7%|▋         | 37/519 [00:19<05:05,  1.58it/s]
      21/80      0.94G       1.12       1.86      0.779      1.357          7        640:   7%|▋         | 37/519 [00:19<05:05,  1.58it/s]
      21/80      0.94G       1.12       1.86      0.779      1.357          7        640:   7%|▋         | 38/519 [00:19<04:07,  1.94it/s]
      21/80      0.94G      1.113      1.842     0.7731      1.353          5        640:   7%|▋         | 38/519 [00:19<04:07,  1.94it/s]
      21/80      0.94G      1.113      1.842     0.7731      1.353          5        640:   8%|▊         | 39/519 [00:19<03:25,  2.33it/s]
      21/80      0.94G      1.104      1.824     0.7749      1.353          6        640:   8%|▊         | 39/519 [00:20<03:25,  2.33it/s]
      21/80      0.94G      1.104      1.824     0.7749      1.353          6        640:   8%|▊         | 40/519 [00:20<03:04,  2.60it/s]
      21/80      0.94G      1.109      1.819     0.7802      1.356         10        640:   8%|▊         | 40/519 [00:21<03:04,  2.60it/s]
      21/80      0.94G      1.109      1.819     0.7802      1.356         10        640:   8%|▊         | 41/519 [00:21<05:42,  1.40it/s]
      21/80      0.94G      1.117       1.84     0.7843       1.36         10        640:   8%|▊         | 41/519 [00:21<05:42,  1.40it/s]
      21/80      0.94G      1.117       1.84     0.7843       1.36         10        640:   8%|▊         | 42/519 [00:21<04:46,  1.67it/s]
      21/80      0.94G      1.117      1.838     0.7824      1.362         10        640:   8%|▊         | 42/519 [00:22<04:46,  1.67it/s]
      21/80      0.94G      1.117      1.838     0.7824      1.362         10        640:   8%|▊         | 43/519 [00:22<04:02,  1.96it/s]
      21/80      0.94G       1.12      1.858     0.7991      1.367          7        640:   8%|▊         | 43/519 [00:22<04:02,  1.96it/s]
      21/80      0.94G       1.12      1.858     0.7991      1.367          7        640:   8%|▊         | 44/519 [00:22<03:23,  2.34it/s]
      21/80      0.94G       1.13      1.889     0.8029      1.377          8        640:   8%|▊         | 44/519 [00:23<03:23,  2.34it/s]
      21/80      0.94G       1.13      1.889     0.8029      1.377          8        640:   9%|▊         | 45/519 [00:23<04:34,  1.72it/s]
      21/80      0.94G       1.13      1.903     0.8018      1.379          6        640:   9%|▊         | 45/519 [00:23<04:34,  1.72it/s]
      21/80      0.94G       1.13      1.903     0.8018      1.379          6        640:   9%|▉         | 46/519 [00:23<03:41,  2.13it/s]
      21/80      0.94G      1.131      1.905     0.8112      1.377         10        640:   9%|▉         | 46/519 [00:23<03:41,  2.13it/s]
      21/80      0.94G      1.131      1.905     0.8112      1.377         10        640:   9%|▉         | 47/519 [00:23<03:12,  2.45it/s]
      21/80      0.94G       1.13      1.889     0.8102      1.374          6        640:   9%|▉         | 47/519 [00:24<03:12,  2.45it/s]
      21/80      0.94G       1.13      1.889     0.8102      1.374          6        640:   9%|▉         | 48/519 [00:24<02:43,  2.89it/s]
      21/80      0.94G      1.126      1.883     0.8102       1.37         13        640:   9%|▉         | 48/519 [00:24<02:43,  2.89it/s]
      21/80      0.94G      1.126      1.883     0.8102       1.37         13        640:   9%|▉         | 49/519 [00:24<03:24,  2.30it/s]
      21/80      0.94G      1.122       1.87     0.8049      1.368          8        640:   9%|▉         | 49/519 [00:25<03:24,  2.30it/s]
      21/80      0.94G      1.122       1.87     0.8049      1.368          8        640:  10%|▉         | 50/519 [00:25<03:04,  2.55it/s]
      21/80      0.94G      1.121      1.865     0.8034      1.371          6        640:  10%|▉         | 50/519 [00:26<03:04,  2.55it/s]
      21/80      0.94G      1.121      1.865     0.8034      1.371          6        640:  10%|▉         | 51/519 [00:26<04:36,  1.70it/s]
      21/80      0.94G      1.126      1.873     0.8082       1.37         12        640:  10%|▉         | 51/519 [00:26<04:36,  1.70it/s]
      21/80      0.94G      1.126      1.873     0.8082       1.37         12        640:  10%|█         | 52/519 [00:26<03:45,  2.07it/s]
      21/80      0.94G       1.12      1.864     0.8051      1.364         14        640:  10%|█         | 52/519 [00:26<03:45,  2.07it/s]
      21/80      0.94G       1.12      1.864     0.8051      1.364         14        640:  10%|█         | 53/519 [00:26<03:09,  2.46it/s]
      21/80      0.94G      1.117      1.864     0.8008       1.36          8        640:  10%|█         | 53/519 [00:26<03:09,  2.46it/s]
      21/80      0.94G      1.117      1.864     0.8008       1.36          8        640:  10%|█         | 54/519 [00:26<02:45,  2.81it/s]
      21/80      0.94G      1.113      1.861     0.7991      1.358         10        640:  10%|█         | 54/519 [00:27<02:45,  2.81it/s]
      21/80      0.94G      1.113      1.861     0.7991      1.358         10        640:  11%|█         | 55/519 [00:27<03:57,  1.95it/s]
      21/80      0.94G      1.109      1.856     0.7986      1.355         10        640:  11%|█         | 55/519 [00:27<03:57,  1.95it/s]
      21/80      0.94G      1.109      1.856     0.7986      1.355         10        640:  11%|█         | 56/519 [00:27<03:20,  2.31it/s]
      21/80      0.94G      1.109      1.864     0.7977      1.356         10        640:  11%|█         | 56/519 [00:28<03:20,  2.31it/s]
      21/80      0.94G      1.109      1.864     0.7977      1.356         10        640:  11%|█         | 57/519 [00:28<03:56,  1.95it/s]
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      21/80      0.94G      1.053      1.764     0.7697      1.308          7        640:  97%|█████████▋| 501/519 [03:54<00:07,  2.41it/s]
      21/80      0.94G      1.053      1.764     0.7697      1.308          7        640:  97%|█████████▋| 502/519 [03:54<00:06,  2.74it/s]
      21/80      0.94G      1.053      1.764     0.7695      1.308          9        640:  97%|█████████▋| 502/519 [03:54<00:06,  2.74it/s]
      21/80      0.94G      1.053      1.764     0.7695      1.308          9        640:  97%|█████████▋| 503/519 [03:54<00:06,  2.36it/s]
      21/80      0.94G      1.053      1.763     0.7694      1.308          7        640:  97%|█████████▋| 503/519 [03:54<00:06,  2.36it/s]
      21/80      0.94G      1.053      1.763     0.7694      1.308          7        640:  97%|█████████▋| 504/519 [03:54<00:05,  2.82it/s]
      21/80      0.94G      1.052      1.763     0.7691      1.307         11        640:  97%|█████████▋| 504/519 [03:55<00:05,  2.82it/s]
      21/80      0.94G      1.052      1.763     0.7691      1.307         11        640:  97%|█████████▋| 505/519 [03:55<00:04,  3.04it/s]
      21/80      0.94G      1.051      1.762     0.7686      1.307          9        640:  97%|█████████▋| 505/519 [03:55<00:04,  3.04it/s]
      21/80      0.94G      1.051      1.762     0.7686      1.307          9        640:  97%|█████████▋| 506/519 [03:55<00:03,  3.47it/s]
      21/80      0.94G      1.051      1.761      0.768      1.307          8        640:  97%|█████████▋| 506/519 [03:56<00:03,  3.47it/s]
      21/80      0.94G      1.051      1.761      0.768      1.307          8        640:  98%|█████████▊| 507/519 [03:56<00:04,  2.52it/s]
      21/80      0.94G      1.051       1.76     0.7677      1.307          8        640:  98%|█████████▊| 507/519 [03:56<00:04,  2.52it/s]
      21/80      0.94G      1.051       1.76     0.7677      1.307          8        640:  98%|█████████▊| 508/519 [03:56<00:03,  2.95it/s]
      21/80      0.94G      1.051      1.759     0.7672      1.307         11        640:  98%|█████████▊| 508/519 [03:56<00:03,  2.95it/s]
      21/80      0.94G      1.051      1.759     0.7672      1.307         11        640:  98%|█████████▊| 509/519 [03:56<00:03,  3.21it/s]
      21/80      0.94G      1.051      1.759     0.7672      1.307          9        640:  98%|█████████▊| 509/519 [03:56<00:03,  3.21it/s]
      21/80      0.94G      1.051      1.759     0.7672      1.307          9        640:  98%|█████████▊| 510/519 [03:56<00:02,  3.23it/s]
      21/80      0.94G      1.051       1.76      0.767      1.308         12        640:  98%|█████████▊| 510/519 [03:57<00:02,  3.23it/s]
      21/80      0.94G      1.051       1.76      0.767      1.308         12        640:  98%|█████████▊| 511/519 [03:57<00:03,  2.22it/s]
      21/80      0.94G      1.051      1.761     0.7672      1.307          9        640:  98%|█████████▊| 511/519 [03:57<00:03,  2.22it/s]
      21/80      0.94G      1.051      1.761     0.7672      1.307          9        640:  99%|█████████▊| 512/519 [03:57<00:02,  2.59it/s]
      21/80      0.94G      1.051       1.76     0.7668      1.307          8        640:  99%|█████████▊| 512/519 [03:58<00:02,  2.59it/s]
      21/80      0.94G      1.051       1.76     0.7668      1.307          8        640:  99%|█████████▉| 513/519 [03:58<00:02,  2.69it/s]
      21/80      0.94G       1.05      1.759     0.7664      1.307         11        640:  99%|█████████▉| 513/519 [03:58<00:02,  2.69it/s]
      21/80      0.94G       1.05      1.759     0.7664      1.307         11        640:  99%|█████████▉| 514/519 [03:58<00:02,  2.32it/s]
      21/80      0.94G       1.05      1.759      0.766      1.307          9        640:  99%|█████████▉| 514/519 [03:58<00:02,  2.32it/s]
      21/80      0.94G       1.05      1.759      0.766      1.307          9        640:  99%|█████████▉| 515/519 [03:58<00:01,  2.83it/s]
      21/80      0.94G       1.05      1.758     0.7656      1.307         10        640:  99%|█████████▉| 515/519 [03:59<00:01,  2.83it/s]
      21/80      0.94G       1.05      1.758     0.7656      1.307         10        640:  99%|█████████▉| 516/519 [03:59<00:00,  3.44it/s]
      21/80      0.94G       1.05      1.758     0.7655      1.307          8        640:  99%|█████████▉| 516/519 [03:59<00:00,  3.44it/s]
      21/80      0.94G       1.05      1.758     0.7655      1.307          8        640: 100%|█████████▉| 517/519 [03:59<00:00,  4.12it/s]
      21/80      0.94G      1.051      1.759     0.7659      1.307         11        640: 100%|█████████▉| 517/519 [03:59<00:00,  4.12it/s]
      21/80      0.94G      1.051      1.759     0.7659      1.307         11        640: 100%|█████████▉| 518/519 [03:59<00:00,  2.93it/s]
      21/80      0.94G      1.051      1.758      0.766      1.307          7        640: 100%|█████████▉| 518/519 [03:59<00:00,  2.93it/s]
      21/80      0.94G      1.051      1.758      0.766      1.307          7        640: 100%|██████████| 519/519 [03:59<00:00,  2.16it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:44,  6.33s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:57,  2.81s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:44,  1.68s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:09,  1.15s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<00:58,  1.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:50,  1.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:08<00:36,  1.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:08<00:20,  2.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:09<00:18,  2.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:09<00:23,  2.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:10<00:26,  2.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:27,  1.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:11<00:27,  1.83it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:26,  1.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:12<00:26,  1.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:27,  1.75it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:13<00:26,  1.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:25,  1.83it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:25,  1.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:15<00:26,  1.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:27,  1.56it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:26,  1.56it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:23,  1.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:20,  1.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:15,  2.53it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:12,  3.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:08,  4.45it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.58it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  5.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:05,  6.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.53it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.83it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:03,  6.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  6.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  7.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:22<00:01,  8.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:00,  9.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.53it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  92%|█████████▏| 60/65 [00:22<00:00,  9.62it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:22<00:00,  9.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.78it/s]
+                   all        519        519      0.967      0.929      0.978      0.718      0.969      0.931      0.979      0.704
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
      22/80      0.94G     0.8745      2.064      0.794      1.255          7        640:   0%|          | 0/519 [00:03<?, ?it/s]
      22/80      0.94G     0.8745      2.064      0.794      1.255          7        640:   0%|          | 1/519 [00:03<30:32,  3.54s/it]
      22/80      0.94G     0.8516      1.774     0.6507      1.214         10        640:   0%|          | 1/519 [00:03<30:32,  3.54s/it]
      22/80      0.94G     0.8516      1.774     0.6507      1.214         10        640:   0%|          | 2/519 [00:03<13:53,  1.61s/it]
      22/80      0.94G      0.892      1.615     0.6436      1.167         12        640:   0%|          | 2/519 [00:04<13:53,  1.61s/it]
      22/80      0.94G      0.892      1.615     0.6436      1.167         12        640:   1%|          | 3/519 [00:04<08:23,  1.03it/s]
      22/80      0.94G      1.005      1.965     0.7489       1.29          7        640:   1%|          | 3/519 [00:04<08:23,  1.03it/s]
      22/80      0.94G      1.005      1.965     0.7489       1.29          7        640:   1%|          | 4/519 [00:04<05:53,  1.46it/s]
      22/80      0.94G       1.02      1.923     0.7422       1.31         11        640:   1%|          | 4/519 [00:04<05:53,  1.46it/s]
      22/80      0.94G       1.02      1.923     0.7422       1.31         11        640:   1%|          | 5/519 [00:04<05:18,  1.61it/s]
      22/80      0.94G      1.052      1.976     0.7388      1.297         13        640:   1%|          | 5/519 [00:04<05:18,  1.61it/s]
      22/80      0.94G      1.052      1.976     0.7388      1.297         13        640:   1%|          | 6/519 [00:04<04:09,  2.06it/s]
      22/80      0.94G      1.087      1.959     0.7336      1.324         12        640:   1%|          | 6/519 [00:05<04:09,  2.06it/s]
      22/80      0.94G      1.087      1.959     0.7336      1.324         12        640:   1%|▏         | 7/519 [00:05<03:53,  2.19it/s]
      22/80      0.94G      1.142      1.996     0.7623       1.36         15        640:   1%|▏         | 7/519 [00:05<03:53,  2.19it/s]
      22/80      0.94G      1.142      1.996     0.7623       1.36         15        640:   2%|▏         | 8/519 [00:05<03:19,  2.57it/s]
      22/80      0.94G      1.143      1.995     0.7558       1.35         12        640:   2%|▏         | 8/519 [00:06<03:19,  2.57it/s]
      22/80      0.94G      1.143      1.995     0.7558       1.35         12        640:   2%|▏         | 9/519 [00:06<04:56,  1.72it/s]
      22/80      0.94G       1.16      1.979     0.7886      1.336          8        640:   2%|▏         | 9/519 [00:07<04:56,  1.72it/s]
      22/80      0.94G       1.16      1.979     0.7886      1.336          8        640:   2%|▏         | 10/519 [00:07<04:23,  1.93it/s]
      22/80      0.94G      1.122      1.905     0.7642      1.315         11        640:   2%|▏         | 10/519 [00:07<04:23,  1.93it/s]
      22/80      0.94G      1.122      1.905     0.7642      1.315         11        640:   2%|▏         | 11/519 [00:07<03:49,  2.21it/s]
      22/80      0.94G      1.087      1.884     0.7586      1.296         11        640:   2%|▏         | 11/519 [00:07<03:49,  2.21it/s]
      22/80      0.94G      1.087      1.884     0.7586      1.296         11        640:   2%|▏         | 12/519 [00:07<03:10,  2.66it/s]
      22/80      0.94G       1.08      1.862     0.7436       1.29         10        640:   2%|▏         | 12/519 [00:08<03:10,  2.66it/s]
      22/80      0.94G       1.08      1.862     0.7436       1.29         10        640:   3%|▎         | 13/519 [00:08<04:41,  1.80it/s]
      22/80      0.94G      1.062       1.82     0.7331      1.278         13        640:   3%|▎         | 13/519 [00:08<04:41,  1.80it/s]
      22/80      0.94G      1.062       1.82     0.7331      1.278         13        640:   3%|▎         | 14/519 [00:08<03:51,  2.18it/s]
      22/80      0.94G      1.049        1.8      0.717      1.268          7        640:   3%|▎         | 14/519 [00:08<03:51,  2.18it/s]
      22/80      0.94G      1.049        1.8      0.717      1.268          7        640:   3%|▎         | 15/519 [00:08<03:22,  2.48it/s]
      22/80      0.94G      1.052      1.789     0.7226      1.277          7        640:   3%|▎         | 15/519 [00:09<03:22,  2.48it/s]
      22/80      0.94G      1.052      1.789     0.7226      1.277          7        640:   3%|▎         | 16/519 [00:09<03:02,  2.75it/s]
      22/80      0.94G      1.066      1.806     0.7274      1.284          7        640:   3%|▎         | 16/519 [00:10<03:02,  2.75it/s]
      22/80      0.94G      1.066      1.806     0.7274      1.284          7        640:   3%|▎         | 17/519 [00:10<05:03,  1.65it/s]
      22/80      0.94G      1.058      1.778     0.7232      1.281          7        640:   3%|▎         | 17/519 [00:10<05:03,  1.65it/s]
      22/80      0.94G      1.058      1.778     0.7232      1.281          7        640:   3%|▎         | 18/519 [00:10<04:27,  1.87it/s]
      22/80      0.94G      1.077      1.802     0.7361      1.294         14        640:   3%|▎         | 18/519 [00:11<04:27,  1.87it/s]
      22/80      0.94G      1.077      1.802     0.7361      1.294         14        640:   4%|▎         | 19/519 [00:11<03:41,  2.26it/s]
      22/80      0.94G      1.081      1.782       0.73      1.299          9        640:   4%|▎         | 19/519 [00:11<03:41,  2.26it/s]
      22/80      0.94G      1.081      1.782       0.73      1.299          9        640:   4%|▍         | 20/519 [00:11<03:08,  2.65it/s]
      22/80      0.94G      1.082      1.776      0.739        1.3         10        640:   4%|▍         | 20/519 [00:12<03:08,  2.65it/s]
      22/80      0.94G      1.082      1.776      0.739        1.3         10        640:   4%|▍         | 21/519 [00:12<05:41,  1.46it/s]
      22/80      0.94G      1.069      1.762     0.7355      1.294          6        640:   4%|▍         | 21/519 [00:12<05:41,  1.46it/s]
      22/80      0.94G      1.069      1.762     0.7355      1.294          6        640:   4%|▍         | 22/519 [00:12<04:26,  1.86it/s]
      22/80      0.94G      1.076      1.766     0.7348      1.298         10        640:   4%|▍         | 22/519 [00:13<04:26,  1.86it/s]
      22/80      0.94G      1.076      1.766     0.7348      1.298         10        640:   4%|▍         | 23/519 [00:13<03:46,  2.19it/s]
      22/80      0.94G       1.07      1.752     0.7362      1.287         11        640:   4%|▍         | 23/519 [00:13<03:46,  2.19it/s]
      22/80      0.94G       1.07      1.752     0.7362      1.287         11        640:   5%|▍         | 24/519 [00:13<03:11,  2.58it/s]
      22/80      0.94G      1.064      1.745     0.7295      1.281         13        640:   5%|▍         | 24/519 [00:14<03:11,  2.58it/s]
      22/80      0.94G      1.064      1.745     0.7295      1.281         13        640:   5%|▍         | 25/519 [00:14<05:19,  1.55it/s]
      22/80      0.94G      1.068      1.751     0.7335      1.283          9        640:   5%|▍         | 25/519 [00:14<05:19,  1.55it/s]
      22/80      0.94G      1.068      1.751     0.7335      1.283          9        640:   5%|▌         | 26/519 [00:14<04:26,  1.85it/s]
      22/80      0.94G      1.059      1.722      0.729      1.273          4        640:   5%|▌         | 26/519 [00:15<04:26,  1.85it/s]
      22/80      0.94G      1.059      1.722      0.729      1.273          4        640:   5%|▌         | 27/519 [00:15<03:48,  2.15it/s]
      22/80      0.94G      1.056      1.711     0.7238      1.267          8        640:   5%|▌         | 27/519 [00:15<03:48,  2.15it/s]
      22/80      0.94G      1.056      1.711     0.7238      1.267          8        640:   5%|▌         | 28/519 [00:15<03:08,  2.60it/s]
      22/80      0.94G      1.052      1.706     0.7269      1.263          8        640:   5%|▌         | 28/519 [00:16<03:08,  2.60it/s]
      22/80      0.94G      1.052      1.706     0.7269      1.263          8        640:   6%|▌         | 29/519 [00:16<04:15,  1.92it/s]
      22/80      0.94G      1.051      1.696      0.721      1.265         11        640:   6%|▌         | 29/519 [00:16<04:15,  1.92it/s]
      22/80      0.94G      1.051      1.696      0.721      1.265         11        640:   6%|▌         | 30/519 [00:16<03:38,  2.24it/s]
      22/80      0.94G      1.053      1.689      0.727      1.268          7        640:   6%|▌         | 30/519 [00:16<03:38,  2.24it/s]
      22/80      0.94G      1.053      1.689      0.727      1.268          7        640:   6%|▌         | 31/519 [00:16<03:02,  2.67it/s]
      22/80      0.94G       1.05      1.667     0.7192      1.272          6        640:   6%|▌         | 31/519 [00:16<03:02,  2.67it/s]
      22/80      0.94G       1.05      1.667     0.7192      1.272          6        640:   6%|▌         | 32/519 [00:16<02:43,  2.98it/s]
      22/80      0.94G      1.055      1.674     0.7214      1.274         10        640:   6%|▌         | 32/519 [00:17<02:43,  2.98it/s]
      22/80      0.94G      1.055      1.674     0.7214      1.274         10        640:   6%|▋         | 33/519 [00:17<04:02,  2.01it/s]
      22/80      0.94G      1.039      1.659     0.7145       1.27          4        640:   6%|▋         | 33/519 [00:18<04:02,  2.01it/s]
      22/80      0.94G      1.039      1.659     0.7145       1.27          4        640:   7%|▋         | 34/519 [00:18<03:23,  2.38it/s]
      22/80      0.94G      1.038      1.662     0.7136      1.266         10        640:   7%|▋         | 34/519 [00:18<03:23,  2.38it/s]
      22/80      0.94G      1.038      1.662     0.7136      1.266         10        640:   7%|▋         | 35/519 [00:18<02:51,  2.83it/s]
      22/80      0.94G      1.032      1.657     0.7097      1.262         12        640:   7%|▋         | 35/519 [00:18<02:51,  2.83it/s]
      22/80      0.94G      1.032      1.657     0.7097      1.262         12        640:   7%|▋         | 36/519 [00:18<02:35,  3.10it/s]
      22/80      0.94G      1.032      1.657     0.7112      1.265          8        640:   7%|▋         | 36/519 [00:19<02:35,  3.10it/s]
      22/80      0.94G      1.032      1.657     0.7112      1.265          8        640:   7%|▋         | 37/519 [00:19<04:17,  1.87it/s]
      22/80      0.94G      1.039      1.685     0.7109      1.267          9        640:   7%|▋         | 37/519 [00:19<04:17,  1.87it/s]
      22/80      0.94G      1.039      1.685     0.7109      1.267          9        640:   7%|▋         | 38/519 [00:19<03:52,  2.07it/s]
      22/80      0.94G      1.038      1.689     0.7087      1.264         10        640:   7%|▋         | 38/519 [00:20<03:52,  2.07it/s]
      22/80      0.94G      1.038      1.689     0.7087      1.264         10        640:   8%|▊         | 39/519 [00:20<03:10,  2.51it/s]
      22/80      0.94G      1.033      1.681     0.7072       1.26         13        640:   8%|▊         | 39/519 [00:20<03:10,  2.51it/s]
      22/80      0.94G      1.033      1.681     0.7072       1.26         13        640:   8%|▊         | 40/519 [00:20<02:54,  2.74it/s]
      22/80      0.94G      1.043      1.703     0.7134      1.264          9        640:   8%|▊         | 40/519 [00:20<02:54,  2.74it/s]
      22/80      0.94G      1.043      1.703     0.7134      1.264          9        640:   8%|▊         | 41/519 [00:20<03:14,  2.45it/s]
      22/80      0.94G      1.042      1.701     0.7146      1.264         13        640:   8%|▊         | 41/519 [00:22<03:14,  2.45it/s]
      22/80      0.94G      1.042      1.701     0.7146      1.264         13        640:   8%|▊         | 42/519 [00:22<04:56,  1.61it/s]
      22/80      0.94G       1.05      1.708     0.7171      1.268          9        640:   8%|▊         | 42/519 [00:22<04:56,  1.61it/s]
      22/80      0.94G       1.05      1.708     0.7171      1.268          9        640:   8%|▊         | 43/519 [00:22<04:07,  1.93it/s]
      22/80      0.94G      1.057      1.704     0.7254       1.27         13        640:   8%|▊         | 43/519 [00:22<04:07,  1.93it/s]
      22/80      0.94G      1.057      1.704     0.7254       1.27         13        640:   8%|▊         | 44/519 [00:22<03:22,  2.34it/s]
      22/80      0.94G      1.068      1.708     0.7394      1.277         10        640:   8%|▊         | 44/519 [00:22<03:22,  2.34it/s]
      22/80      0.94G      1.068      1.708     0.7394      1.277         10        640:   9%|▊         | 45/519 [00:22<02:55,  2.70it/s]
      22/80      0.94G       1.07      1.711     0.7378      1.282         12        640:   9%|▊         | 45/519 [00:23<02:55,  2.70it/s]
      22/80      0.94G       1.07      1.711     0.7378      1.282         12        640:   9%|▉         | 46/519 [00:23<04:47,  1.65it/s]
      22/80      0.94G      1.072      1.723     0.7483      1.283          8        640:   9%|▉         | 46/519 [00:24<04:47,  1.65it/s]
      22/80      0.94G      1.072      1.723     0.7483      1.283          8        640:   9%|▉         | 47/519 [00:24<03:41,  2.13it/s]
      22/80      0.94G      1.071      1.729     0.7439      1.281         12        640:   9%|▉         | 47/519 [00:24<03:41,  2.13it/s]
      22/80      0.94G      1.071      1.729     0.7439      1.281         12        640:   9%|▉         | 48/519 [00:24<03:13,  2.43it/s]
      22/80      0.94G      1.066       1.73     0.7399      1.277         10        640:   9%|▉         | 48/519 [00:24<03:13,  2.43it/s]
      22/80      0.94G      1.066       1.73     0.7399      1.277         10        640:   9%|▉         | 49/519 [00:24<02:29,  3.14it/s]
      22/80      0.94G      1.072      1.754     0.7662      1.282          6        640:   9%|▉         | 49/519 [00:25<02:29,  3.14it/s]
      22/80      0.94G      1.072      1.754     0.7662      1.282          6        640:  10%|▉         | 50/519 [00:25<04:21,  1.79it/s]
      22/80      0.94G      1.073       1.76     0.7661      1.285         11        640:  10%|▉         | 50/519 [00:25<04:21,  1.79it/s]
      22/80      0.94G      1.073       1.76     0.7661      1.285         11        640:  10%|▉         | 51/519 [00:25<03:32,  2.20it/s]
      22/80      0.94G      1.069      1.757     0.7618      1.281         10        640:  10%|▉         | 51/519 [00:25<03:32,  2.20it/s]
      22/80      0.94G      1.069      1.757     0.7618      1.281         10        640:  10%|█         | 52/519 [00:25<02:57,  2.63it/s]
      22/80      0.94G      1.066      1.758     0.7584      1.277          8        640:  10%|█         | 52/519 [00:26<02:57,  2.63it/s]
      22/80      0.94G      1.066      1.758     0.7584      1.277          8        640:  10%|█         | 53/519 [00:26<02:53,  2.69it/s]
      22/80      0.94G       1.07      1.757     0.7601      1.279          9        640:  10%|█         | 53/519 [00:27<02:53,  2.69it/s]
      22/80      0.94G       1.07      1.757     0.7601      1.279          9        640:  10%|█         | 54/519 [00:27<05:25,  1.43it/s]
      22/80      0.94G      1.066      1.751     0.7558      1.278         12        640:  10%|█         | 54/519 [00:28<05:25,  1.43it/s]
      22/80      0.94G      1.066      1.751     0.7558      1.278         12        640:  11%|█         | 55/519 [00:28<04:20,  1.78it/s]
      22/80      0.94G      1.068       1.75     0.7536      1.278          9        640:  11%|█         | 55/519 [00:28<04:20,  1.78it/s]
      22/80      0.94G      1.068       1.75     0.7536      1.278          9        640:  11%|█         | 56/519 [00:28<03:36,  2.14it/s]
      22/80      0.94G      1.066      1.746     0.7509      1.275          6        640:  11%|█         | 56/519 [00:28<03:36,  2.14it/s]
      22/80      0.94G      1.066      1.746     0.7509      1.275          6        640:  11%|█         | 57/519 [00:28<03:09,  2.44it/s]
      22/80      0.94G      1.061      1.741      0.748      1.272         12        640:  11%|█         | 57/519 [00:29<03:09,  2.44it/s]
      22/80      0.94G      1.061      1.741      0.748      1.272         12        640:  11%|█         | 58/519 [00:29<05:33,  1.38it/s]
      22/80      0.94G      1.061      1.747     0.7466      1.272         13        640:  11%|█         | 58/519 [00:30<05:33,  1.38it/s]
      22/80      0.94G      1.061      1.747     0.7466      1.272         13        640:  11%|█▏        | 59/519 [00:30<04:26,  1.73it/s]
      22/80      0.94G      1.061      1.744     0.7487      1.271         10        640:  11%|█▏        | 59/519 [00:30<04:26,  1.73it/s]
      22/80      0.94G      1.061      1.744     0.7487      1.271         10        640:  12%|█▏        | 60/519 [00:30<03:44,  2.04it/s]
      22/80      0.94G      1.058      1.736     0.7464       1.27          8        640:  12%|█▏        | 60/519 [00:30<03:44,  2.04it/s]
      22/80      0.94G      1.058      1.736     0.7464       1.27          8        640:  12%|█▏        | 61/519 [00:30<02:59,  2.56it/s]
      22/80      0.94G      1.066      1.732     0.7463      1.279          7        640:  12%|█▏        | 61/519 [00:31<02:59,  2.56it/s]
      22/80      0.94G      1.066      1.732     0.7463      1.279          7        640:  12%|█▏        | 62/519 [00:31<04:50,  1.58it/s]
      22/80      0.94G       1.07       1.73     0.7501      1.281          9        640:  12%|█▏        | 62/519 [00:32<04:50,  1.58it/s]
      22/80      0.94G       1.07       1.73     0.7501      1.281          9        640:  12%|█▏        | 63/519 [00:32<03:58,  1.91it/s]
      22/80      0.94G      1.068      1.727     0.7472      1.278         12        640:  12%|█▏        | 63/519 [00:32<03:58,  1.91it/s]
      22/80      0.94G      1.068      1.727     0.7472      1.278         12        640:  12%|█▏        | 64/519 [00:32<03:15,  2.33it/s]
      22/80      0.94G      1.064      1.724     0.7458      1.274         10        640:  12%|█▏        | 64/519 [00:32<03:15,  2.33it/s]
      22/80      0.94G      1.064      1.724     0.7458      1.274         10        640:  13%|█▎        | 65/519 [00:32<02:43,  2.78it/s]
      22/80      0.94G      1.064      1.722     0.7453      1.272          6        640:  13%|█▎        | 65/519 [00:33<02:43,  2.78it/s]
      22/80      0.94G      1.064      1.722     0.7453      1.272          6        640:  13%|█▎        | 66/519 [00:33<04:20,  1.74it/s]
      22/80      0.94G      1.068      1.737     0.7483      1.278          9        640:  13%|█▎        | 66/519 [00:33<04:20,  1.74it/s]
      22/80      0.94G      1.068      1.737     0.7483      1.278          9        640:  13%|█▎        | 67/519 [00:33<03:32,  2.13it/s]
      22/80      0.94G      1.067       1.74     0.7492      1.278         11        640:  13%|█▎        | 67/519 [00:34<03:32,  2.13it/s]
      22/80      0.94G      1.067       1.74     0.7492      1.278         11        640:  13%|█▎        | 68/519 [00:34<03:07,  2.40it/s]
      22/80      0.94G      1.066      1.737     0.7457      1.276         10        640:  13%|█▎        | 68/519 [00:34<03:07,  2.40it/s]
      22/80      0.94G      1.066      1.737     0.7457      1.276         10        640:  13%|█▎        | 69/519 [00:34<02:35,  2.88it/s]
      22/80      0.94G      1.063      1.728     0.7442      1.274         10        640:  13%|█▎        | 69/519 [00:36<02:35,  2.88it/s]
      22/80      0.94G      1.063      1.728     0.7442      1.274         10        640:  13%|█▎        | 70/519 [00:36<05:41,  1.31it/s]
      22/80      0.94G      1.061      1.725     0.7438      1.273         10        640:  13%|█▎        | 70/519 [00:36<05:41,  1.31it/s]
      22/80      0.94G      1.061      1.725     0.7438      1.273         10        640:  14%|█▎        | 71/519 [00:36<04:27,  1.67it/s]
      22/80      0.94G      1.063      1.723     0.7455      1.273         10        640:  14%|█▎        | 71/519 [00:36<04:27,  1.67it/s]
      22/80      0.94G      1.063      1.723     0.7455      1.273         10        640:  14%|█▍        | 72/519 [00:36<03:37,  2.06it/s]
      22/80      0.94G      1.065       1.73     0.7455      1.277         10        640:  14%|█▍        | 72/519 [00:36<03:37,  2.06it/s]
      22/80      0.94G      1.065       1.73     0.7455      1.277         10        640:  14%|█▍        | 73/519 [00:36<03:00,  2.47it/s]
      22/80      0.94G      1.064       1.73     0.7476      1.276         11        640:  14%|█▍        | 73/519 [00:37<03:00,  2.47it/s]
      22/80      0.94G      1.064       1.73     0.7476      1.276         11        640:  14%|█▍        | 74/519 [00:37<04:38,  1.60it/s]
      22/80      0.94G      1.064      1.737     0.7523      1.277         11        640:  14%|█▍        | 74/519 [00:38<04:38,  1.60it/s]
      22/80      0.94G      1.064      1.737     0.7523      1.277         11        640:  14%|█▍        | 75/519 [00:38<03:55,  1.89it/s]
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      22/80      0.94G       1.05      1.739     0.7448      1.297         13        640: 100%|█████████▉| 517/519 [03:57<00:00,  3.00it/s]
      22/80      0.94G       1.05      1.738     0.7447      1.296         10        640: 100%|█████████▉| 517/519 [03:58<00:00,  3.00it/s]
      22/80      0.94G       1.05      1.738     0.7447      1.296         10        640: 100%|█████████▉| 518/519 [03:58<00:00,  3.22it/s]
      22/80      0.94G      1.049      1.737     0.7445      1.296          6        640: 100%|█████████▉| 518/519 [03:58<00:00,  3.22it/s]
      22/80      0.94G      1.049      1.737     0.7445      1.296          6        640: 100%|██████████| 519/519 [03:58<00:00,  3.87it/s]
      22/80      0.94G      1.049      1.737     0.7445      1.296          6        640: 100%|██████████| 519/519 [03:58<00:00,  2.18it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:45,  6.34s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:57,  2.82s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:44,  1.68s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:11,  1.18s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<01:00,  1.00s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:49,  1.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:43,  1.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:37,  1.51it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:32,  1.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:27,  2.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:24,  2.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:23,  2.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:23,  2.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:24,  2.08it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:25,  1.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:24,  1.93it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:24,  1.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:23,  1.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:24,  1.81it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:26,  1.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  1.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:17,  2.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:15,  2.55it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:08,  4.43it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:07,  4.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.56it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:19<00:05,  5.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:05,  6.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.53it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:04,  5.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.08it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:21<00:03,  6.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  6.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  7.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:22<00:01,  8.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  8.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.60it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:23<00:00,  9.83it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.77it/s]
+                   all        519        519      0.949      0.942      0.981      0.713      0.951      0.933      0.979      0.683
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
      23/80      0.94G      1.182      1.537      0.799      1.334         12        640:   0%|          | 0/519 [00:03<?, ?it/s]
      23/80      0.94G      1.182      1.537      0.799      1.334         12        640:   0%|          | 1/519 [00:03<34:15,  3.97s/it]
      23/80      0.94G     0.9313      1.445     0.6536      1.192         10        640:   0%|          | 1/519 [00:04<34:15,  3.97s/it]
      23/80      0.94G     0.9313      1.445     0.6536      1.192         10        640:   0%|          | 2/519 [00:04<15:16,  1.77s/it]
      23/80      0.94G      1.028      1.651     0.6952      1.229         14        640:   0%|          | 2/519 [00:04<15:16,  1.77s/it]
      23/80      0.94G      1.028      1.651     0.6952      1.229         14        640:   1%|          | 3/519 [00:04<09:33,  1.11s/it]
      23/80      0.94G      1.047      1.577     0.6864      1.243          9        640:   1%|          | 3/519 [00:04<09:33,  1.11s/it]
      23/80      0.94G      1.047      1.577     0.6864      1.243          9        640:   1%|          | 4/519 [00:04<06:45,  1.27it/s]
      23/80      0.94G      1.091      1.634     0.7349      1.291          8        640:   1%|          | 4/519 [00:05<06:45,  1.27it/s]
      23/80      0.94G      1.091      1.634     0.7349      1.291          8        640:   1%|          | 5/519 [00:05<05:58,  1.43it/s]
      23/80      0.94G      1.093      1.601      0.803      1.296          8        640:   1%|          | 5/519 [00:05<05:58,  1.43it/s]
      23/80      0.94G      1.093      1.601      0.803      1.296          8        640:   1%|          | 6/519 [00:05<04:30,  1.89it/s]
      23/80      0.94G      1.102      1.648     0.7885      1.314         14        640:   1%|          | 6/519 [00:05<04:30,  1.89it/s]
      23/80      0.94G      1.102      1.648     0.7885      1.314         14        640:   1%|▏         | 7/519 [00:05<03:38,  2.34it/s]
      23/80      0.94G      1.097      1.682     0.7716      1.308         14        640:   1%|▏         | 7/519 [00:06<03:38,  2.34it/s]
      23/80      0.94G      1.097      1.682     0.7716      1.308         14        640:   2%|▏         | 8/519 [00:06<03:13,  2.65it/s]
      23/80      0.94G      1.083      1.643     0.7615      1.277         16        640:   2%|▏         | 8/519 [00:07<03:13,  2.65it/s]
      23/80      0.94G      1.083      1.643     0.7615      1.277         16        640:   2%|▏         | 9/519 [00:07<05:22,  1.58it/s]
      23/80      0.94G      1.085      1.657     0.7678      1.283          7        640:   2%|▏         | 9/519 [00:07<05:22,  1.58it/s]
      23/80      0.94G      1.085      1.657     0.7678      1.283          7        640:   2%|▏         | 10/519 [00:07<04:13,  2.00it/s]
      23/80      0.94G       1.06      1.651     0.7696      1.278          9        640:   2%|▏         | 10/519 [00:07<04:13,  2.00it/s]
      23/80      0.94G       1.06      1.651     0.7696      1.278          9        640:   2%|▏         | 11/519 [00:07<03:33,  2.38it/s]
      23/80      0.94G      1.051      1.626     0.7619      1.267          9        640:   2%|▏         | 11/519 [00:07<03:33,  2.38it/s]
      23/80      0.94G      1.051      1.626     0.7619      1.267          9        640:   2%|▏         | 12/519 [00:07<03:08,  2.69it/s]
      23/80      0.94G      1.047      1.651     0.7625      1.277         10        640:   2%|▏         | 12/519 [00:08<03:08,  2.69it/s]
      23/80      0.94G      1.047      1.651     0.7625      1.277         10        640:   3%|▎         | 13/519 [00:08<04:15,  1.98it/s]
      23/80      0.94G      1.096      1.722     0.8084      1.314         11        640:   3%|▎         | 13/519 [00:08<04:15,  1.98it/s]
      23/80      0.94G      1.096      1.722     0.8084      1.314         11        640:   3%|▎         | 14/519 [00:08<03:30,  2.40it/s]
      23/80      0.94G      1.104      1.716     0.8186      1.313          8        640:   3%|▎         | 14/519 [00:09<03:30,  2.40it/s]
      23/80      0.94G      1.104      1.716     0.8186      1.313          8        640:   3%|▎         | 15/519 [00:09<03:54,  2.15it/s]
      23/80      0.94G      1.082      1.683     0.8067      1.296         11        640:   3%|▎         | 15/519 [00:09<03:54,  2.15it/s]
      23/80      0.94G      1.082      1.683     0.8067      1.296         11        640:   3%|▎         | 16/519 [00:09<03:26,  2.44it/s]
      23/80      0.94G      1.088      1.687     0.8101      1.303         14        640:   3%|▎         | 16/519 [00:10<03:26,  2.44it/s]
      23/80      0.94G      1.088      1.687     0.8101      1.303         14        640:   3%|▎         | 17/519 [00:10<03:21,  2.49it/s]
      23/80      0.94G      1.094       1.69     0.8035      1.303          7        640:   3%|▎         | 17/519 [00:10<03:21,  2.49it/s]
      23/80      0.94G      1.094       1.69     0.8035      1.303          7        640:   3%|▎         | 18/519 [00:10<02:44,  3.04it/s]
      23/80      0.94G      1.086      1.684     0.8006      1.296         10        640:   3%|▎         | 18/519 [00:11<02:44,  3.04it/s]
      23/80      0.94G      1.086      1.684     0.8006      1.296         10        640:   4%|▎         | 19/519 [00:11<04:47,  1.74it/s]
      23/80      0.94G      1.071      1.666     0.7903      1.297          7        640:   4%|▎         | 19/519 [00:11<04:47,  1.74it/s]
      23/80      0.94G      1.071      1.666     0.7903      1.297          7        640:   4%|▍         | 20/519 [00:11<03:55,  2.12it/s]
      23/80      0.94G      1.057      1.656      0.778      1.288          8        640:   4%|▍         | 20/519 [00:12<03:55,  2.12it/s]
      23/80      0.94G      1.057      1.656      0.778      1.288          8        640:   4%|▍         | 21/519 [00:12<03:34,  2.32it/s]
      23/80      0.94G      1.041      1.633     0.7698      1.279         11        640:   4%|▍         | 21/519 [00:12<03:34,  2.32it/s]
      23/80      0.94G      1.041      1.633     0.7698      1.279         11        640:   4%|▍         | 22/519 [00:12<03:09,  2.63it/s]
      23/80      0.94G      1.032      1.618       0.76      1.271          9        640:   4%|▍         | 22/519 [00:13<03:09,  2.63it/s]
      23/80      0.94G      1.032      1.618       0.76      1.271          9        640:   4%|▍         | 23/519 [00:13<04:27,  1.85it/s]
      23/80      0.94G      1.025      1.621     0.7536      1.268         11        640:   4%|▍         | 23/519 [00:13<04:27,  1.85it/s]
      23/80      0.94G      1.025      1.621     0.7536      1.268         11        640:   5%|▍         | 24/519 [00:13<03:55,  2.10it/s]
      23/80      0.94G      1.049      1.717     0.7724      1.294          6        640:   5%|▍         | 24/519 [00:13<03:55,  2.10it/s]
      23/80      0.94G      1.049      1.717     0.7724      1.294          6        640:   5%|▍         | 25/519 [00:13<03:45,  2.19it/s]
      23/80      0.94G      1.034        1.7     0.7637      1.287         10        640:   5%|▍         | 25/519 [00:14<03:45,  2.19it/s]
      23/80      0.94G      1.034        1.7     0.7637      1.287         10        640:   5%|▌         | 26/519 [00:14<03:17,  2.50it/s]
      23/80      0.94G      1.036      1.691     0.7584      1.286         11        640:   5%|▌         | 26/519 [00:14<03:17,  2.50it/s]
      23/80      0.94G      1.036      1.691     0.7584      1.286         11        640:   5%|▌         | 27/519 [00:14<03:39,  2.24it/s]
      23/80      0.94G      1.045      1.687     0.7558      1.289         11        640:   5%|▌         | 27/519 [00:15<03:39,  2.24it/s]
      23/80      0.94G      1.045      1.687     0.7558      1.289         11        640:   5%|▌         | 28/519 [00:15<04:54,  1.66it/s]
      23/80      0.94G      1.045       1.69     0.7525      1.289         12        640:   5%|▌         | 28/519 [00:16<04:54,  1.66it/s]
      23/80      0.94G      1.045       1.69     0.7525      1.289         12        640:   6%|▌         | 29/519 [00:16<04:02,  2.02it/s]
      23/80      0.94G      1.033      1.683     0.7489      1.282         10        640:   6%|▌         | 29/519 [00:16<04:02,  2.02it/s]
      23/80      0.94G      1.033      1.683     0.7489      1.282         10        640:   6%|▌         | 30/519 [00:16<03:25,  2.38it/s]
      23/80      0.94G      1.024      1.674     0.7401      1.281          6        640:   6%|▌         | 30/519 [00:16<03:25,  2.38it/s]
      23/80      0.94G      1.024      1.674     0.7401      1.281          6        640:   6%|▌         | 31/519 [00:16<03:03,  2.66it/s]
      23/80      0.94G      1.019       1.67     0.7352      1.276         12        640:   6%|▌         | 31/519 [00:17<03:03,  2.66it/s]
      23/80      0.94G      1.019       1.67     0.7352      1.276         12        640:   6%|▌         | 32/519 [00:17<03:37,  2.24it/s]
      23/80      0.94G      1.011      1.662     0.7267      1.271          7        640:   6%|▌         | 32/519 [00:17<03:37,  2.24it/s]
      23/80      0.94G      1.011      1.662     0.7267      1.271          7        640:   6%|▋         | 33/519 [00:17<03:04,  2.64it/s]
      23/80      0.94G      1.014      1.668     0.7246      1.271          9        640:   6%|▋         | 33/519 [00:17<03:04,  2.64it/s]
      23/80      0.94G      1.014      1.668     0.7246      1.271          9        640:   7%|▋         | 34/519 [00:17<02:39,  3.03it/s]
      23/80      0.94G      1.029      1.689     0.7424      1.288          7        640:   7%|▋         | 34/519 [00:18<02:39,  3.03it/s]
      23/80      0.94G      1.029      1.689     0.7424      1.288          7        640:   7%|▋         | 35/519 [00:18<05:04,  1.59it/s]
      23/80      0.94G       1.05      1.716      0.744      1.315          4        640:   7%|▋         | 35/519 [00:19<05:04,  1.59it/s]
      23/80      0.94G       1.05      1.716      0.744      1.315          4        640:   7%|▋         | 36/519 [00:19<04:08,  1.95it/s]
      23/80      0.94G      1.063      1.721     0.7508      1.316         12        640:   7%|▋         | 36/519 [00:19<04:08,  1.95it/s]
      23/80      0.94G      1.063      1.721     0.7508      1.316         12        640:   7%|▋         | 37/519 [00:19<03:26,  2.33it/s]
      23/80      0.94G      1.056      1.706     0.7497      1.312          5        640:   7%|▋         | 37/519 [00:19<03:26,  2.33it/s]
      23/80      0.94G      1.056      1.706     0.7497      1.312          5        640:   7%|▋         | 38/519 [00:19<02:58,  2.69it/s]
      23/80      0.94G      1.054      1.707     0.7417      1.313          6        640:   7%|▋         | 38/519 [00:21<02:58,  2.69it/s]
      23/80      0.94G      1.054      1.707     0.7417      1.313          6        640:   8%|▊         | 39/519 [00:21<05:24,  1.48it/s]
      23/80      0.94G      1.048      1.719     0.7404       1.31          9        640:   8%|▊         | 39/519 [00:21<05:24,  1.48it/s]
      23/80      0.94G      1.048      1.719     0.7404       1.31          9        640:   8%|▊         | 40/519 [00:21<04:21,  1.83it/s]
      23/80      0.94G      1.047      1.706      0.734      1.306          6        640:   8%|▊         | 40/519 [00:21<04:21,  1.83it/s]
      23/80      0.94G      1.047      1.706      0.734      1.306          6        640:   8%|▊         | 41/519 [00:21<03:37,  2.19it/s]
      23/80      0.94G      1.039      1.691     0.7272      1.299         12        640:   8%|▊         | 41/519 [00:21<03:37,  2.19it/s]
      23/80      0.94G      1.039      1.691     0.7272      1.299         12        640:   8%|▊         | 42/519 [00:21<03:04,  2.59it/s]
      23/80      0.94G      1.041      1.707     0.7304      1.305          5        640:   8%|▊         | 42/519 [00:22<03:04,  2.59it/s]
      23/80      0.94G      1.041      1.707     0.7304      1.305          5        640:   8%|▊         | 43/519 [00:22<05:00,  1.58it/s]
      23/80      0.94G      1.028      1.691     0.7237      1.299          9        640:   8%|▊         | 43/519 [00:23<05:00,  1.58it/s]
      23/80      0.94G      1.028      1.691     0.7237      1.299          9        640:   8%|▊         | 44/519 [00:23<03:50,  2.06it/s]
      23/80      0.94G      1.028      1.697     0.7246      1.303          9        640:   8%|▊         | 44/519 [00:23<03:50,  2.06it/s]
      23/80      0.94G      1.028      1.697     0.7246      1.303          9        640:   9%|▊         | 45/519 [00:23<03:13,  2.46it/s]
      23/80      0.94G      1.027      1.698      0.721        1.3         13        640:   9%|▊         | 45/519 [00:23<03:13,  2.46it/s]
      23/80      0.94G      1.027      1.698      0.721        1.3         13        640:   9%|▉         | 46/519 [00:23<02:43,  2.89it/s]
      23/80      0.94G      1.026      1.701     0.7207      1.298         14        640:   9%|▉         | 46/519 [00:24<02:43,  2.89it/s]
      23/80      0.94G      1.026      1.701     0.7207      1.298         14        640:   9%|▉         | 47/519 [00:24<04:10,  1.88it/s]
      23/80      0.94G       1.02      1.692     0.7171      1.294         12        640:   9%|▉         | 47/519 [00:24<04:10,  1.88it/s]
      23/80      0.94G       1.02      1.692     0.7171      1.294         12        640:   9%|▉         | 48/519 [00:24<03:27,  2.27it/s]
      23/80      0.94G      1.023      1.694     0.7186      1.295         10        640:   9%|▉         | 48/519 [00:24<03:27,  2.27it/s]
      23/80      0.94G      1.023      1.694     0.7186      1.295         10        640:   9%|▉         | 49/519 [00:24<03:00,  2.61it/s]
      23/80      0.94G      1.021      1.714     0.7177      1.295          7        640:   9%|▉         | 49/519 [00:25<03:00,  2.61it/s]
      23/80      0.94G      1.021      1.714     0.7177      1.295          7        640:  10%|▉         | 50/519 [00:25<02:33,  3.06it/s]
      23/80      0.94G      1.018      1.711     0.7232      1.293         10        640:  10%|▉         | 50/519 [00:26<02:33,  3.06it/s]
      23/80      0.94G      1.018      1.711     0.7232      1.293         10        640:  10%|▉         | 51/519 [00:26<03:51,  2.02it/s]
      23/80      0.94G      1.019      1.708     0.7251      1.293         15        640:  10%|▉         | 51/519 [00:26<03:51,  2.02it/s]
      23/80      0.94G      1.019      1.708     0.7251      1.293         15        640:  10%|█         | 52/519 [00:26<03:21,  2.32it/s]
      23/80      0.94G      1.025      1.701     0.7246      1.292         11        640:  10%|█         | 52/519 [00:26<03:21,  2.32it/s]
      23/80      0.94G      1.025      1.701     0.7246      1.292         11        640:  10%|█         | 53/519 [00:26<02:54,  2.67it/s]
      23/80      0.94G      1.022      1.695     0.7205      1.291         10        640:  10%|█         | 53/519 [00:26<02:54,  2.67it/s]
      23/80      0.94G      1.022      1.695     0.7205      1.291         10        640:  10%|█         | 54/519 [00:26<02:27,  3.16it/s]
      23/80      0.94G      1.031      1.694     0.7226      1.299          7        640:  10%|█         | 54/519 [00:27<02:27,  3.16it/s]
      23/80      0.94G      1.031      1.694     0.7226      1.299          7        640:  11%|█         | 55/519 [00:27<04:06,  1.88it/s]
      23/80      0.94G      1.023      1.683     0.7211      1.293          6        640:  11%|█         | 55/519 [00:27<04:06,  1.88it/s]
      23/80      0.94G      1.023      1.683     0.7211      1.293          6        640:  11%|█         | 56/519 [00:27<03:24,  2.27it/s]
      23/80      0.94G      1.027      1.686     0.7232      1.293         13        640:  11%|█         | 56/519 [00:28<03:24,  2.27it/s]
      23/80      0.94G      1.027      1.686     0.7232      1.293         13        640:  11%|█         | 57/519 [00:28<02:44,  2.81it/s]
      23/80      0.94G      1.024      1.672     0.7192      1.291          6        640:  11%|█         | 57/519 [00:28<02:44,  2.81it/s]
      23/80      0.94G      1.024      1.672     0.7192      1.291          6        640:  11%|█         | 58/519 [00:28<02:30,  3.06it/s]
      23/80      0.94G      1.023      1.663     0.7193      1.289          8        640:  11%|█         | 58/519 [00:29<02:30,  3.06it/s]
      23/80      0.94G      1.023      1.663     0.7193      1.289          8        640:  11%|█▏        | 59/519 [00:29<04:26,  1.72it/s]
      23/80      0.94G      1.022      1.665     0.7197      1.286         14        640:  11%|█▏        | 59/519 [00:29<04:26,  1.72it/s]
      23/80      0.94G      1.022      1.665     0.7197      1.286         14        640:  12%|█▏        | 60/519 [00:29<03:34,  2.14it/s]
      23/80      0.94G      1.023      1.665     0.7209      1.287         12        640:  12%|█▏        | 60/519 [00:30<03:34,  2.14it/s]
      23/80      0.94G      1.023      1.665     0.7209      1.287         12        640:  12%|█▏        | 61/519 [00:30<03:01,  2.52it/s]
      23/80      0.94G      1.022      1.669     0.7203      1.287          6        640:  12%|█▏        | 61/519 [00:30<03:01,  2.52it/s]
      23/80      0.94G      1.022      1.669     0.7203      1.287          6        640:  12%|█▏        | 62/519 [00:30<02:46,  2.75it/s]
      23/80      0.94G      1.022      1.661     0.7252      1.287          8        640:  12%|█▏        | 62/519 [00:31<02:46,  2.75it/s]
      23/80      0.94G      1.022      1.661     0.7252      1.287          8        640:  12%|█▏        | 63/519 [00:31<04:05,  1.86it/s]
      23/80      0.94G      1.021      1.662     0.7238      1.286         12        640:  12%|█▏        | 63/519 [00:31<04:05,  1.86it/s]
      23/80      0.94G      1.021      1.662     0.7238      1.286         12        640:  12%|█▏        | 64/519 [00:31<03:18,  2.30it/s]
      23/80      0.94G      1.018      1.655     0.7217      1.285         12        640:  12%|█▏        | 64/519 [00:31<03:18,  2.30it/s]
      23/80      0.94G      1.018      1.655     0.7217      1.285         12        640:  13%|█▎        | 65/519 [00:31<02:48,  2.70it/s]
      23/80      0.94G      1.018      1.651     0.7219      1.284         14        640:  13%|█▎        | 65/519 [00:32<02:48,  2.70it/s]
      23/80      0.94G      1.018      1.651     0.7219      1.284         14        640:  13%|█▎        | 66/519 [00:32<03:23,  2.22it/s]
      23/80      0.94G      1.023      1.656     0.7233      1.291          8        640:  13%|█▎        | 66/519 [00:33<03:23,  2.22it/s]
      23/80      0.94G      1.023      1.656     0.7233      1.291          8        640:  13%|█▎        | 67/519 [00:33<04:18,  1.75it/s]
      23/80      0.94G      1.026      1.658     0.7272      1.291         11        640:  13%|█▎        | 67/519 [00:33<04:18,  1.75it/s]
      23/80      0.94G      1.026      1.658     0.7272      1.291         11        640:  13%|█▎        | 68/519 [00:33<03:33,  2.12it/s]
      23/80      0.94G      1.029      1.657     0.7275      1.291          8        640:  13%|█▎        | 68/519 [00:33<03:33,  2.12it/s]
      23/80      0.94G      1.029      1.657     0.7275      1.291          8        640:  13%|█▎        | 69/519 [00:33<02:52,  2.61it/s]
      23/80      0.94G      1.026      1.652     0.7262      1.289         13        640:  13%|█▎        | 69/519 [00:33<02:52,  2.61it/s]
      23/80      0.94G      1.026      1.652     0.7262      1.289         13        640:  13%|█▎        | 70/519 [00:33<02:39,  2.81it/s]
      23/80      0.94G      1.026      1.652     0.7267      1.289         12        640:  13%|█▎        | 70/519 [00:34<02:39,  2.81it/s]
      23/80      0.94G      1.026      1.652     0.7267      1.289         12        640:  14%|█▎        | 71/519 [00:34<04:03,  1.84it/s]
      23/80      0.94G      1.025      1.655     0.7267      1.286         10        640:  14%|█▎        | 71/519 [00:35<04:03,  1.84it/s]
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      23/80      0.94G      1.025      1.653     0.7252      1.286         10        640:  14%|█▍        | 72/519 [00:35<03:18,  2.26it/s]
      23/80      0.94G      1.025      1.653     0.7252      1.286         10        640:  14%|█▍        | 73/519 [00:35<02:45,  2.70it/s]
      23/80      0.94G      1.024      1.663     0.7287      1.288          7        640:  14%|█▍        | 73/519 [00:35<02:45,  2.70it/s]
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      23/80      0.94G      1.024      1.666      0.729      1.287         12        640:  14%|█▍        | 74/519 [00:36<02:57,  2.51it/s]
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      23/80      0.94G      1.029      1.675      0.731      1.292          9        640:  14%|█▍        | 75/519 [00:36<03:17,  2.24it/s]
      23/80      0.94G      1.029      1.675      0.731      1.292          9        640:  15%|█▍        | 76/519 [00:36<02:42,  2.73it/s]
      23/80      0.94G      1.034      1.681     0.7343      1.294          9        640:  15%|█▍        | 76/519 [00:36<02:42,  2.73it/s]
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      23/80      0.94G      1.031      1.676     0.7321      1.292         10        640:  15%|█▍        | 77/519 [00:37<02:43,  2.70it/s]
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      23/80      0.94G      1.027      1.666     0.7291      1.289          8        640:  15%|█▌        | 78/519 [00:38<03:56,  1.86it/s]
      23/80      0.94G      1.027      1.666     0.7291      1.289          8        640:  15%|█▌        | 79/519 [00:38<03:50,  1.91it/s]
      23/80      0.94G      1.025      1.665     0.7301      1.287         10        640:  15%|█▌        | 79/519 [00:38<03:50,  1.91it/s]
      23/80      0.94G      1.025      1.665     0.7301      1.287         10        640:  15%|█▌        | 80/519 [00:38<03:08,  2.32it/s]
      23/80      0.94G       1.02      1.661      0.728      1.285         11        640:  15%|█▌        | 80/519 [00:38<03:08,  2.32it/s]
      23/80      0.94G       1.02      1.661      0.728      1.285         11        640:  16%|█▌        | 81/519 [00:38<02:47,  2.61it/s]
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      23/80      0.94G       1.02      1.656     0.7256      1.284          8        640:  16%|█▌        | 82/519 [00:40<04:35,  1.59it/s]
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      23/80      0.94G       1.02      1.654     0.7214      1.286         11        640:  16%|█▌        | 84/519 [00:40<03:15,  2.23it/s]
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      23/80      0.94G      1.019       1.65     0.7192      1.286          8        640:  16%|█▋        | 85/519 [00:41<02:49,  2.56it/s]
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      23/80      0.94G      1.022      1.652     0.7198      1.284          8        640:  17%|█▋        | 89/519 [00:43<02:23,  2.99it/s]
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      23/80      0.94G      1.017      1.712     0.7181      1.268         12        640:  92%|█████████▏| 475/519 [03:40<00:24,  1.81it/s]
      23/80      0.94G      1.017      1.712     0.7181      1.269         14        640:  92%|█████████▏| 475/519 [03:41<00:24,  1.81it/s]
      23/80      0.94G      1.017      1.712     0.7181      1.269         14        640:  92%|█████████▏| 476/519 [03:41<00:19,  2.16it/s]
      23/80      0.94G      1.018      1.713     0.7185      1.269         11        640:  92%|█████████▏| 476/519 [03:41<00:19,  2.16it/s]
      23/80      0.94G      1.018      1.713     0.7185      1.269         11        640:  92%|█████████▏| 477/519 [03:41<00:16,  2.58it/s]
      23/80      0.94G      1.018      1.711     0.7178      1.269          7        640:  92%|█████████▏| 477/519 [03:42<00:16,  2.58it/s]
      23/80      0.94G      1.018      1.711     0.7178      1.269          7        640:  92%|█████████▏| 478/519 [03:42<00:22,  1.80it/s]
      23/80      0.94G      1.018      1.711     0.7177      1.269         10        640:  92%|█████████▏| 478/519 [03:42<00:22,  1.80it/s]
      23/80      0.94G      1.018      1.711     0.7177      1.269         10        640:  92%|█████████▏| 479/519 [03:42<00:17,  2.24it/s]
      23/80      0.94G      1.018       1.71     0.7175      1.269         11        640:  92%|█████████▏| 479/519 [03:42<00:17,  2.24it/s]
      23/80      0.94G      1.018       1.71     0.7175      1.269         11        640:  92%|█████████▏| 480/519 [03:42<00:15,  2.58it/s]
      23/80      0.94G      1.017      1.709     0.7174      1.268          9        640:  92%|█████████▏| 480/519 [03:42<00:15,  2.58it/s]
      23/80      0.94G      1.017      1.709     0.7174      1.268          9        640:  93%|█████████▎| 481/519 [03:42<00:12,  2.97it/s]
      23/80      0.94G      1.018      1.709     0.7176      1.269         12        640:  93%|█████████▎| 481/519 [03:44<00:12,  2.97it/s]
      23/80      0.94G      1.018      1.709     0.7176      1.269         12        640:  93%|█████████▎| 482/519 [03:44<00:25,  1.45it/s]
      23/80      0.94G      1.017      1.709     0.7173      1.268          7        640:  93%|█████████▎| 482/519 [03:44<00:25,  1.45it/s]
      23/80      0.94G      1.017      1.709     0.7173      1.268          7        640:  93%|█████████▎| 483/519 [03:44<00:19,  1.84it/s]
      23/80      0.94G      1.017      1.709     0.7174      1.268         14        640:  93%|█████████▎| 483/519 [03:44<00:19,  1.84it/s]
      23/80      0.94G      1.017      1.709     0.7174      1.268         14        640:  93%|█████████▎| 484/519 [03:44<00:15,  2.28it/s]
      23/80      0.94G      1.017      1.709     0.7175      1.269         11        640:  93%|█████████▎| 484/519 [03:44<00:15,  2.28it/s]
      23/80      0.94G      1.017      1.709     0.7175      1.269         11        640:  93%|█████████▎| 485/519 [03:44<00:13,  2.61it/s]
      23/80      0.94G      1.017      1.708     0.7172      1.268         12        640:  93%|█████████▎| 485/519 [03:45<00:13,  2.61it/s]
      23/80      0.94G      1.017      1.708     0.7172      1.268         12        640:  94%|█████████▎| 486/519 [03:45<00:17,  1.92it/s]
      23/80      0.94G      1.016      1.708     0.7172      1.268          7        640:  94%|█████████▎| 486/519 [03:46<00:17,  1.92it/s]
      23/80      0.94G      1.016      1.708     0.7172      1.268          7        640:  94%|█████████▍| 487/519 [03:46<00:13,  2.31it/s]
      23/80      0.94G      1.016      1.707     0.7167      1.268          7        640:  94%|█████████▍| 487/519 [03:46<00:13,  2.31it/s]
      23/80      0.94G      1.016      1.707     0.7167      1.268          7        640:  94%|█████████▍| 488/519 [03:46<00:11,  2.67it/s]
      23/80      0.94G      1.016      1.707     0.7167      1.268         10        640:  94%|█████████▍| 488/519 [03:46<00:11,  2.67it/s]
      23/80      0.94G      1.016      1.707     0.7167      1.268         10        640:  94%|█████████▍| 489/519 [03:46<00:10,  2.97it/s]
      23/80      0.94G      1.016      1.707     0.7171      1.269          9        640:  94%|█████████▍| 489/519 [03:47<00:10,  2.97it/s]
      23/80      0.94G      1.016      1.707     0.7171      1.269          9        640:  94%|█████████▍| 490/519 [03:47<00:17,  1.65it/s]
      23/80      0.94G      1.016      1.706     0.7166      1.268         13        640:  94%|█████████▍| 490/519 [03:47<00:17,  1.65it/s]
      23/80      0.94G      1.016      1.706     0.7166      1.268         13        640:  95%|█████████▍| 491/519 [03:47<00:13,  2.05it/s]
      23/80      0.94G      1.016      1.707     0.7165      1.269          4        640:  95%|█████████▍| 491/519 [03:48<00:13,  2.05it/s]
      23/80      0.94G      1.016      1.707     0.7165      1.269          4        640:  95%|█████████▍| 492/519 [03:48<00:10,  2.47it/s]
      23/80      0.94G      1.016      1.707     0.7169      1.269         12        640:  95%|█████████▍| 492/519 [03:48<00:10,  2.47it/s]
      23/80      0.94G      1.016      1.707     0.7169      1.269         12        640:  95%|█████████▍| 493/519 [03:48<00:09,  2.80it/s]
      23/80      0.94G      1.016      1.708     0.7172      1.269          8        640:  95%|█████████▍| 493/519 [03:49<00:09,  2.80it/s]
      23/80      0.94G      1.016      1.708     0.7172      1.269          8        640:  95%|█████████▌| 494/519 [03:49<00:13,  1.81it/s]
      23/80      0.94G      1.015      1.708     0.7168      1.268         11        640:  95%|█████████▌| 494/519 [03:49<00:13,  1.81it/s]
      23/80      0.94G      1.015      1.708     0.7168      1.268         11        640:  95%|█████████▌| 495/519 [03:49<00:11,  2.16it/s]
      23/80      0.94G      1.015      1.708      0.717      1.268          7        640:  95%|█████████▌| 495/519 [03:49<00:11,  2.16it/s]
      23/80      0.94G      1.015      1.708      0.717      1.268          7        640:  96%|█████████▌| 496/519 [03:49<00:09,  2.48it/s]
      23/80      0.94G      1.015      1.708     0.7175      1.269         11        640:  96%|█████████▌| 496/519 [03:50<00:09,  2.48it/s]
      23/80      0.94G      1.015      1.708     0.7175      1.269         11        640:  96%|█████████▌| 497/519 [03:50<00:07,  2.96it/s]
      23/80      0.94G      1.015      1.708     0.7174      1.268          9        640:  96%|█████████▌| 497/519 [03:51<00:07,  2.96it/s]
      23/80      0.94G      1.015      1.708     0.7174      1.268          9        640:  96%|█████████▌| 498/519 [03:51<00:12,  1.68it/s]
      23/80      0.94G      1.015      1.708     0.7171      1.268         11        640:  96%|█████████▌| 498/519 [03:51<00:12,  1.68it/s]
      23/80      0.94G      1.015      1.708     0.7171      1.268         11        640:  96%|█████████▌| 499/519 [03:51<00:09,  2.13it/s]
      23/80      0.94G      1.015      1.708     0.7172      1.268         11        640:  96%|█████████▌| 499/519 [03:51<00:09,  2.13it/s]
      23/80      0.94G      1.015      1.708     0.7172      1.268         11        640:  96%|█████████▋| 500/519 [03:51<00:07,  2.49it/s]
      23/80      0.94G      1.015      1.708     0.7179      1.268          9        640:  96%|█████████▋| 500/519 [03:52<00:07,  2.49it/s]
      23/80      0.94G      1.015      1.708     0.7179      1.268          9        640:  97%|█████████▋| 501/519 [03:52<00:06,  2.83it/s]
      23/80      0.94G      1.015      1.707     0.7177      1.268          8        640:  97%|█████████▋| 501/519 [03:53<00:06,  2.83it/s]
      23/80      0.94G      1.015      1.707     0.7177      1.268          8        640:  97%|█████████▋| 502/519 [03:53<00:10,  1.64it/s]
      23/80      0.94G      1.015      1.707     0.7176      1.267          9        640:  97%|█████████▋| 502/519 [03:53<00:10,  1.64it/s]
      23/80      0.94G      1.015      1.707     0.7176      1.267          9        640:  97%|█████████▋| 503/519 [03:53<00:07,  2.04it/s]
      23/80      0.94G      1.014      1.706     0.7172      1.267         14        640:  97%|█████████▋| 503/519 [03:53<00:07,  2.04it/s]
      23/80      0.94G      1.014      1.706     0.7172      1.267         14        640:  97%|█████████▋| 504/519 [03:53<00:06,  2.35it/s]
      23/80      0.94G      1.014      1.705     0.7169      1.267         10        640:  97%|█████████▋| 504/519 [03:53<00:06,  2.35it/s]
      23/80      0.94G      1.014      1.705     0.7169      1.267         10        640:  97%|█████████▋| 505/519 [03:53<00:05,  2.70it/s]
      23/80      0.94G      1.014      1.705     0.7167      1.268         10        640:  97%|█████████▋| 505/519 [03:54<00:05,  2.70it/s]
      23/80      0.94G      1.014      1.705     0.7167      1.268         10        640:  97%|█████████▋| 506/519 [03:54<00:07,  1.77it/s]
      23/80      0.94G      1.015      1.706     0.7173      1.269          6        640:  97%|█████████▋| 506/519 [03:55<00:07,  1.77it/s]
      23/80      0.94G      1.015      1.706     0.7173      1.269          6        640:  98%|█████████▊| 507/519 [03:55<00:05,  2.19it/s]
      23/80      0.94G      1.015      1.706     0.7174      1.268         10        640:  98%|█████████▊| 507/519 [03:55<00:05,  2.19it/s]
      23/80      0.94G      1.015      1.706      0.718      1.269          5        640:  98%|█████████▊| 507/519 [03:55<00:05,  2.19it/s]
      23/80      0.94G      1.015      1.706      0.718      1.269          5        640:  98%|█████████▊| 509/519 [03:55<00:02,  3.60it/s]
      23/80      0.94G      1.015      1.707     0.7178      1.269         12        640:  98%|█████████▊| 509/519 [03:56<00:02,  3.60it/s]
      23/80      0.94G      1.015      1.707     0.7178      1.269         12        640:  98%|█████████▊| 510/519 [03:56<00:04,  1.82it/s]
      23/80      0.94G      1.015      1.707     0.7179      1.269          8        640:  98%|█████████▊| 510/519 [03:56<00:04,  1.82it/s]
      23/80      0.94G      1.015      1.707     0.7179      1.269          8        640:  98%|█████████▊| 511/519 [03:56<00:03,  2.18it/s]
      23/80      0.94G      1.016      1.709     0.7188      1.269          7        640:  98%|█████████▊| 511/519 [03:57<00:03,  2.18it/s]
      23/80      0.94G      1.016      1.709     0.7188      1.269          7        640:  99%|█████████▊| 512/519 [03:57<00:02,  2.48it/s]
      23/80      0.94G      1.016      1.709     0.7184       1.27         10        640:  99%|█████████▊| 512/519 [03:57<00:02,  2.48it/s]
      23/80      0.94G      1.016      1.709     0.7184       1.27         10        640:  99%|█████████▉| 513/519 [03:57<00:02,  2.83it/s]
      23/80      0.94G      1.016       1.71     0.7183       1.27          7        640:  99%|█████████▉| 513/519 [03:58<00:02,  2.83it/s]
      23/80      0.94G      1.016       1.71     0.7183       1.27          7        640:  99%|█████████▉| 514/519 [03:58<00:02,  1.92it/s]
      23/80      0.94G      1.016       1.71     0.7182       1.27         10        640:  99%|█████████▉| 514/519 [03:58<00:02,  1.92it/s]
      23/80      0.94G      1.016       1.71     0.7182       1.27         10        640:  99%|█████████▉| 515/519 [03:58<00:01,  2.32it/s]
      23/80      0.94G      1.016       1.71     0.7178       1.27         14        640:  99%|█████████▉| 515/519 [03:58<00:01,  2.32it/s]
      23/80      0.94G      1.016       1.71     0.7178       1.27         14        640:  99%|█████████▉| 516/519 [03:58<00:01,  2.96it/s]
      23/80      0.94G      1.016      1.711     0.7178       1.27          8        640:  99%|█████████▉| 516/519 [03:58<00:01,  2.96it/s]
      23/80      0.94G      1.016      1.711     0.7178       1.27          8        640: 100%|█████████▉| 517/519 [03:58<00:00,  3.66it/s]
      23/80      0.94G      1.016      1.711     0.7181       1.27         12        640: 100%|█████████▉| 517/519 [03:59<00:00,  3.66it/s]
      23/80      0.94G      1.016      1.711     0.7181       1.27         12        640: 100%|█████████▉| 518/519 [03:59<00:00,  2.90it/s]
      23/80      0.94G      1.016      1.712     0.7181       1.27          8        640: 100%|█████████▉| 518/519 [03:59<00:00,  2.90it/s]
      23/80      0.94G      1.016      1.712     0.7181       1.27          8        640: 100%|██████████| 519/519 [03:59<00:00,  2.17it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:43,  6.31s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:56,  2.80s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:06<01:43,  1.67s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:12,  1.18s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:55,  1.08it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:49,  1.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:43,  1.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:38,  1.50it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:32,  1.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:27,  1.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:24,  2.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:22,  2.31it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:24,  2.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:23,  2.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:23,  2.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:24,  1.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:24,  1.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:24,  1.88it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:24,  1.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:26,  1.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  1.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:17,  2.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:18<00:04,  6.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.87it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  6.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:03,  6.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  5.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  5.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.47it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:20<00:03,  6.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  7.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:21<00:01,  8.75it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  8.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.39it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.88it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.79it/s]
+                   all        519        519      0.955      0.946       0.98       0.72      0.953      0.944       0.98      0.691
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
      24/80      0.94G     0.8383      1.297      0.642       1.22         12        640:   0%|          | 0/519 [00:02<?, ?it/s]
      24/80      0.94G     0.8383      1.297      0.642       1.22         12        640:   0%|          | 1/519 [00:02<20:50,  2.41s/it]
      24/80      0.94G     0.8939      1.574     0.6277      1.247          5        640:   0%|          | 1/519 [00:02<20:50,  2.41s/it]
      24/80      0.94G     0.8939      1.574     0.6277      1.247          5        640:   0%|          | 2/519 [00:02<11:13,  1.30s/it]
      24/80      0.94G      1.068      1.486     0.6833      1.305         10        640:   0%|          | 2/519 [00:03<11:13,  1.30s/it]
      24/80      0.94G      1.068      1.486     0.6833      1.305         10        640:   1%|          | 3/519 [00:03<06:54,  1.25it/s]
      24/80      0.94G      1.107      1.638     0.6792      1.322          9        640:   1%|          | 3/519 [00:03<06:54,  1.25it/s]
      24/80      0.94G      1.107      1.638     0.6792      1.322          9        640:   1%|          | 4/519 [00:03<04:57,  1.73it/s]
      24/80      0.94G      1.075      1.567     0.6498      1.255         11        640:   1%|          | 4/519 [00:03<04:57,  1.73it/s]
      24/80      0.94G      1.075      1.567     0.6498      1.255         11        640:   1%|          | 5/519 [00:03<03:57,  2.17it/s]
      24/80      0.94G      1.121      1.633     0.7197      1.297          9        640:   1%|          | 5/519 [00:04<03:57,  2.17it/s]
      24/80      0.94G      1.121      1.633     0.7197      1.297          9        640:   1%|          | 6/519 [00:04<06:34,  1.30it/s]
      24/80      0.94G      1.099      1.644     0.7301      1.288          8        640:   1%|          | 6/519 [00:05<06:34,  1.30it/s]
      24/80      0.94G      1.099      1.644     0.7301      1.288          8        640:   1%|▏         | 7/519 [00:05<05:03,  1.68it/s]
      24/80      0.94G      1.139       1.71     0.7897      1.332          8        640:   1%|▏         | 7/519 [00:05<05:03,  1.68it/s]
      24/80      0.94G      1.139       1.71     0.7897      1.332          8        640:   2%|▏         | 8/519 [00:05<04:00,  2.12it/s]
      24/80      0.94G      1.101      1.676     0.7668      1.306          8        640:   2%|▏         | 8/519 [00:05<04:00,  2.12it/s]
      24/80      0.94G      1.101      1.676     0.7668      1.306          8        640:   2%|▏         | 9/519 [00:05<03:28,  2.45it/s]
      24/80      0.94G      1.095      1.658     0.7569      1.308         12        640:   2%|▏         | 9/519 [00:06<03:28,  2.45it/s]
      24/80      0.94G      1.095      1.658     0.7569      1.308         12        640:   2%|▏         | 10/519 [00:06<04:28,  1.90it/s]
      24/80      0.94G      1.107      1.688      0.764      1.308         12        640:   2%|▏         | 10/519 [00:06<04:28,  1.90it/s]
      24/80      0.94G      1.107      1.688      0.764      1.308         12        640:   2%|▏         | 11/519 [00:06<03:47,  2.23it/s]
      24/80      0.94G      1.119      1.705      0.749       1.33          9        640:   2%|▏         | 11/519 [00:07<03:47,  2.23it/s]
      24/80      0.94G      1.119      1.705      0.749       1.33          9        640:   2%|▏         | 12/519 [00:07<03:42,  2.28it/s]
      24/80      0.94G      1.113      1.703     0.7597       1.32         12        640:   2%|▏         | 12/519 [00:07<03:42,  2.28it/s]
      24/80      0.94G      1.113      1.703     0.7597       1.32         12        640:   3%|▎         | 13/519 [00:07<03:13,  2.61it/s]
      24/80      0.94G      1.089      1.691     0.7425        1.3          9        640:   3%|▎         | 13/519 [00:08<03:13,  2.61it/s]
      24/80      0.94G      1.089      1.691     0.7425        1.3          9        640:   3%|▎         | 14/519 [00:08<06:02,  1.39it/s]
      24/80      0.94G      1.081      1.669     0.7324      1.303         10        640:   3%|▎         | 14/519 [00:09<06:02,  1.39it/s]
      24/80      0.94G      1.081      1.669     0.7324      1.303         10        640:   3%|▎         | 15/519 [00:09<04:48,  1.75it/s]
      24/80      0.94G      1.071      1.668     0.7263      1.302          8        640:   3%|▎         | 15/519 [00:09<04:48,  1.75it/s]
      24/80      0.94G      1.071      1.668     0.7263      1.302          8        640:   3%|▎         | 16/519 [00:09<04:22,  1.92it/s]
      24/80      0.94G      1.072      1.645     0.7241      1.304         10        640:   3%|▎         | 16/519 [00:09<04:22,  1.92it/s]
      24/80      0.94G      1.072      1.645     0.7241      1.304         10        640:   3%|▎         | 17/519 [00:09<03:41,  2.27it/s]
      24/80      0.94G      1.065      1.666     0.7229      1.301         10        640:   3%|▎         | 17/519 [00:11<03:41,  2.27it/s]
      24/80      0.94G      1.065      1.666     0.7229      1.301         10        640:   3%|▎         | 18/519 [00:11<07:53,  1.06it/s]
      24/80      0.94G       1.06      1.652      0.715      1.295         11        640:   3%|▎         | 18/519 [00:12<07:53,  1.06it/s]
      24/80      0.94G       1.06      1.652      0.715      1.295         11        640:   4%|▎         | 19/519 [00:12<06:04,  1.37it/s]
      24/80      0.94G      1.067      1.648     0.7169      1.295         10        640:   4%|▎         | 19/519 [00:12<06:04,  1.37it/s]
      24/80      0.94G      1.067      1.648     0.7169      1.295         10        640:   4%|▍         | 20/519 [00:12<04:43,  1.76it/s]
      24/80      0.94G      1.067      1.645     0.7193      1.294         13        640:   4%|▍         | 20/519 [00:12<04:43,  1.76it/s]
      24/80      0.94G      1.067      1.645     0.7193      1.294         13        640:   4%|▍         | 21/519 [00:12<03:55,  2.11it/s]
      24/80      0.94G      1.069       1.64     0.7237      1.297         10        640:   4%|▍         | 21/519 [00:13<03:55,  2.11it/s]
      24/80      0.94G      1.069       1.64     0.7237      1.297         10        640:   4%|▍         | 22/519 [00:13<04:44,  1.75it/s]
      24/80      0.94G      1.076      1.646      0.731      1.301          7        640:   4%|▍         | 22/519 [00:13<04:44,  1.75it/s]
      24/80      0.94G      1.076      1.646      0.731      1.301          7        640:   4%|▍         | 23/519 [00:13<03:50,  2.15it/s]
      24/80      0.94G      1.067      1.647     0.7264      1.295         14        640:   4%|▍         | 23/519 [00:13<03:50,  2.15it/s]
      24/80      0.94G      1.067      1.647     0.7264      1.295         14        640:   5%|▍         | 24/519 [00:13<03:20,  2.47it/s]
      24/80      0.94G      1.069      1.658     0.7277      1.295         14        640:   5%|▍         | 24/519 [00:14<03:20,  2.47it/s]
      24/80      0.94G      1.069      1.658     0.7277      1.295         14        640:   5%|▍         | 25/519 [00:14<02:50,  2.90it/s]
      24/80      0.94G      1.063      1.651     0.7211      1.289         12        640:   5%|▍         | 25/519 [00:15<02:50,  2.90it/s]
      24/80      0.94G      1.063      1.651     0.7211      1.289         12        640:   5%|▌         | 26/519 [00:15<05:12,  1.58it/s]
      24/80      0.94G      1.047      1.644     0.7136      1.279          8        640:   5%|▌         | 26/519 [00:15<05:12,  1.58it/s]
      24/80      0.94G      1.047      1.644     0.7136      1.279          8        640:   5%|▌         | 27/519 [00:15<04:03,  2.02it/s]
      24/80      0.94G      1.056      1.666     0.7179      1.289         11        640:   5%|▌         | 27/519 [00:15<04:03,  2.02it/s]
      24/80      0.94G      1.056      1.666     0.7179      1.289         11        640:   5%|▌         | 28/519 [00:15<03:40,  2.23it/s]
      24/80      0.94G       1.09      1.683     0.7254      1.321          5        640:   5%|▌         | 28/519 [00:16<03:40,  2.23it/s]
      24/80      0.94G       1.09      1.683     0.7254      1.321          5        640:   6%|▌         | 29/519 [00:16<03:13,  2.53it/s]
      24/80      0.94G      1.089      1.674     0.7247      1.322          7        640:   6%|▌         | 29/519 [00:16<03:13,  2.53it/s]
      24/80      0.94G      1.089      1.674     0.7247      1.322          7        640:   6%|▌         | 30/519 [00:16<04:03,  2.01it/s]
      24/80      0.94G      1.083      1.661     0.7177      1.315         12        640:   6%|▌         | 30/519 [00:17<04:03,  2.01it/s]
      24/80      0.94G      1.083      1.661     0.7177      1.315         12        640:   6%|▌         | 31/519 [00:17<03:23,  2.40it/s]
      24/80      0.94G      1.074      1.653     0.7096      1.309         10        640:   6%|▌         | 31/519 [00:17<03:23,  2.40it/s]
      24/80      0.94G      1.074      1.653     0.7096      1.309         10        640:   6%|▌         | 32/519 [00:17<02:54,  2.79it/s]
      24/80      0.94G      1.066      1.656     0.7108      1.302          8        640:   6%|▌         | 32/519 [00:17<02:54,  2.79it/s]
      24/80      0.94G      1.066      1.656     0.7108      1.302          8        640:   6%|▋         | 33/519 [00:17<02:35,  3.13it/s]
      24/80      0.94G      1.056       1.65     0.7097      1.297         10        640:   6%|▋         | 33/519 [00:18<02:35,  3.13it/s]
      24/80      0.94G      1.056       1.65     0.7097      1.297         10        640:   7%|▋         | 34/519 [00:18<04:03,  1.99it/s]
      24/80      0.94G      1.052      1.647     0.7108      1.292         14        640:   7%|▋         | 34/519 [00:18<04:03,  1.99it/s]
      24/80      0.94G      1.052      1.647     0.7108      1.292         14        640:   7%|▋         | 35/519 [00:18<03:15,  2.48it/s]
      24/80      0.94G      1.045      1.634      0.707      1.291          7        640:   7%|▋         | 35/519 [00:18<03:15,  2.48it/s]
      24/80      0.94G      1.045      1.634      0.707      1.291          7        640:   7%|▋         | 36/519 [00:18<02:50,  2.83it/s]
      24/80      0.94G      1.052      1.647     0.7167      1.293         13        640:   7%|▋         | 36/519 [00:19<02:50,  2.83it/s]
      24/80      0.94G      1.052      1.647     0.7167      1.293         13        640:   7%|▋         | 37/519 [00:19<02:32,  3.15it/s]
      24/80      0.94G      1.047      1.635     0.7138      1.287          8        640:   7%|▋         | 37/519 [00:20<02:32,  3.15it/s]
      24/80      0.94G      1.047      1.635     0.7138      1.287          8        640:   7%|▋         | 38/519 [00:20<04:17,  1.87it/s]
      24/80      0.94G       1.04      1.632     0.7137      1.283          8        640:   7%|▋         | 38/519 [00:20<04:17,  1.87it/s]
      24/80      0.94G       1.04      1.632     0.7137      1.283          8        640:   8%|▊         | 39/519 [00:20<03:25,  2.34it/s]
      24/80      0.94G      1.034      1.622     0.7083      1.278          8        640:   8%|▊         | 39/519 [00:20<03:25,  2.34it/s]
      24/80      0.94G      1.034      1.622     0.7083      1.278          8        640:   8%|▊         | 40/519 [00:20<03:06,  2.57it/s]
      24/80      0.94G      1.029      1.623      0.705      1.274         12        640:   8%|▊         | 40/519 [00:20<03:06,  2.57it/s]
      24/80      0.94G      1.029      1.623      0.705      1.274         12        640:   8%|▊         | 41/519 [00:20<02:39,  2.99it/s]
      24/80      0.94G      1.025      1.611     0.7013      1.275          6        640:   8%|▊         | 41/519 [00:21<02:39,  2.99it/s]
      24/80      0.94G      1.025      1.611     0.7013      1.275          6        640:   8%|▊         | 42/519 [00:21<02:49,  2.81it/s]
      24/80      0.94G      1.024      1.605     0.6979       1.27         12        640:   8%|▊         | 42/519 [00:21<02:49,  2.81it/s]
      24/80      0.94G      1.024      1.605     0.6979       1.27         12        640:   8%|▊         | 43/519 [00:21<02:32,  3.12it/s]
      24/80      0.94G       1.02      1.603     0.6929      1.273          8        640:   8%|▊         | 43/519 [00:22<02:32,  3.12it/s]
      24/80      0.94G       1.02      1.603     0.6929      1.273          8        640:   8%|▊         | 44/519 [00:22<04:56,  1.60it/s]
      24/80      0.94G      1.023      1.607     0.6989      1.273         15        640:   8%|▊         | 44/519 [00:23<04:56,  1.60it/s]
      24/80      0.94G      1.023      1.607     0.6989      1.273         15        640:   9%|▊         | 45/519 [00:23<04:07,  1.92it/s]
      24/80      0.94G      1.026      1.624     0.7067      1.276         12        640:   9%|▊         | 45/519 [00:23<04:07,  1.92it/s]
      24/80      0.94G      1.026      1.624     0.7067      1.276         12        640:   9%|▉         | 46/519 [00:23<03:27,  2.28it/s]
      24/80      0.94G      1.022      1.629      0.704      1.275          7        640:   9%|▉         | 46/519 [00:23<03:27,  2.28it/s]
      24/80      0.94G      1.022      1.629      0.704      1.275          7        640:   9%|▉         | 47/519 [00:23<02:56,  2.67it/s]
      24/80      0.94G      1.021      1.636     0.7069      1.273         10        640:   9%|▉         | 47/519 [00:23<02:56,  2.67it/s]
      24/80      0.94G      1.021      1.636     0.7069      1.273         10        640:   9%|▉         | 48/519 [00:23<02:52,  2.73it/s]
      24/80      0.94G      1.015       1.63     0.7041      1.269          9        640:   9%|▉         | 48/519 [00:24<02:52,  2.73it/s]
      24/80      0.94G      1.015       1.63     0.7041      1.269          9        640:   9%|▉         | 49/519 [00:24<02:37,  2.98it/s]
      24/80      0.94G      1.016      1.633     0.7038      1.267          8        640:   9%|▉         | 49/519 [00:24<02:37,  2.98it/s]
      24/80      0.94G      1.016      1.633     0.7038      1.267          8        640:  10%|▉         | 50/519 [00:24<02:22,  3.29it/s]
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      24/80      0.94G       1.02      1.643     0.7114      1.269          9        640:  10%|▉         | 51/519 [00:24<02:11,  3.55it/s]
      24/80      0.94G      1.022      1.647     0.7142      1.271         12        640:  10%|▉         | 51/519 [00:25<02:11,  3.55it/s]
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      24/80      0.94G      1.025      1.658     0.7159      1.276          9        640:  10%|█         | 52/519 [00:25<03:35,  2.17it/s]
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      24/80      0.94G      1.024      1.663     0.7215      1.275         10        640:  10%|█         | 53/519 [00:26<03:04,  2.53it/s]
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      24/80      0.94G      1.028      1.662     0.7233      1.276         10        640:  11%|█         | 55/519 [00:26<03:03,  2.53it/s]
      24/80      0.94G      1.027      1.663      0.721      1.277          6        640:  11%|█         | 55/519 [00:27<03:03,  2.53it/s]
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      24/80      0.94G      1.016      1.639     0.7161      1.267         15        640:  11%|█▏        | 59/519 [00:29<03:51,  1.98it/s]
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      24/80      0.94G      1.023      1.654     0.7231      1.276         11        640:  12%|█▏        | 61/519 [00:30<03:44,  2.04it/s]
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      24/80      0.94G      1.023      1.665     0.7281      1.279          9        640:  12%|█▏        | 62/519 [00:31<04:30,  1.69it/s]
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      24/80      0.94G       1.03      1.671     0.7275      1.284         12        640:  12%|█▏        | 63/519 [00:31<03:35,  2.11it/s]
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      24/80      0.94G      1.037      1.667     0.7323      1.286          8        640:  12%|█▏        | 64/519 [00:31<02:55,  2.60it/s]
      24/80      0.94G      1.037      1.667     0.7323      1.286          8        640:  13%|█▎        | 65/519 [00:31<02:47,  2.72it/s]
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      24/80      0.94G      1.036      1.672     0.7261      1.288          9        640:  13%|█▎        | 68/519 [00:32<02:33,  2.94it/s]
      24/80      0.94G      1.036      1.672     0.7261      1.288          9        640:  13%|█▎        | 69/519 [00:32<02:16,  3.30it/s]
      24/80      0.94G       1.04      1.673      0.728      1.291         11        640:  13%|█▎        | 69/519 [00:34<02:16,  3.30it/s]
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      24/80      0.94G       1.04      1.681     0.7292      1.292          7        640:  13%|█▎        | 70/519 [00:34<04:41,  1.59it/s]
      24/80      0.94G       1.04      1.681     0.7292      1.292          7        640:  14%|█▎        | 71/519 [00:34<03:46,  1.98it/s]
      24/80      0.94G      1.041      1.687       0.73      1.293         12        640:  14%|█▎        | 71/519 [00:34<03:46,  1.98it/s]
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      24/80      0.94G      1.046       1.73      0.734      1.295          8        640:  14%|█▍        | 72/519 [00:34<03:14,  2.30it/s]
      24/80      0.94G      1.046       1.73      0.734      1.295          8        640:  14%|█▍        | 73/519 [00:34<02:45,  2.69it/s]
      24/80      0.94G      1.048      1.727     0.7339      1.298          8        640:  14%|█▍        | 73/519 [00:36<02:45,  2.69it/s]
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      24/80      0.94G      1.045      1.729     0.7344      1.297          9        640:  14%|█▍        | 74/519 [00:36<04:16,  1.74it/s]
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      24/80      0.94G      1.044      1.721     0.7313      1.295          7        640:  15%|█▍        | 76/519 [00:36<02:55,  2.53it/s]
      24/80      0.94G      1.041      1.719     0.7297      1.293          9        640:  15%|█▍        | 76/519 [00:36<02:55,  2.53it/s]
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      24/80      0.94G      1.048      1.722      0.728      1.295         11        640:  15%|█▌        | 79/519 [00:38<03:51,  1.90it/s]
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      24/80      0.94G      1.039      1.705     0.7244      1.292          5        640:  16%|█▌        | 81/519 [00:40<02:46,  2.63it/s]
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      24/80      0.94G      1.038      1.706     0.7263      1.292         10        640:  16%|█▌        | 83/519 [00:40<04:11,  1.74it/s]
      24/80      0.94G      1.037       1.71     0.7292      1.293         12        640:  16%|█▌        | 83/519 [00:40<04:11,  1.74it/s]
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      24/80      0.94G      1.036      1.704     0.7282      1.291         13        640:  16%|█▌        | 84/519 [00:41<03:23,  2.14it/s]
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      24/80      0.94G      1.033      1.698     0.7244      1.288          8        640:  16%|█▋        | 85/519 [00:42<02:52,  2.51it/s]
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      24/80      0.94G      1.031      1.694     0.7231      1.286         11        640:  17%|█▋        | 87/519 [00:42<03:18,  2.17it/s]
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      24/80      0.94G      1.034      1.689     0.7206      1.285         10        640:  17%|█▋        | 89/519 [00:43<02:31,  2.84it/s]
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      24/80      0.94G      1.033      1.691      0.722      1.286          8        640:  17%|█▋        | 90/519 [00:43<03:27,  2.07it/s]
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      24/80      0.94G      1.038      1.702     0.7229      1.286          8        640:  18%|█▊        | 95/519 [00:46<03:25,  2.06it/s]
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      24/80      0.94G      1.035      1.709      0.726      1.285         12        640:  95%|█████████▍| 493/519 [03:50<00:15,  1.71it/s]
      24/80      0.94G      1.035      1.709      0.726      1.285         12        640:  95%|█████████▌| 494/519 [03:50<00:12,  2.05it/s]
      24/80      0.94G      1.035      1.709     0.7259      1.285          6        640:  95%|█████████▌| 494/519 [03:51<00:12,  2.05it/s]
      24/80      0.94G      1.035      1.709     0.7259      1.285          6        640:  95%|█████████▌| 495/519 [03:51<00:12,  1.92it/s]
      24/80      0.94G      1.036       1.71     0.7266      1.285          9        640:  95%|█████████▌| 495/519 [03:51<00:12,  1.92it/s]
      24/80      0.94G      1.036       1.71     0.7266      1.285          9        640:  96%|█████████▌| 496/519 [03:51<00:10,  2.24it/s]
      24/80      0.94G      1.036       1.71     0.7269      1.285          6        640:  96%|█████████▌| 496/519 [03:52<00:10,  2.24it/s]
      24/80      0.94G      1.036       1.71     0.7269      1.285          6        640:  96%|█████████▌| 497/519 [03:52<00:13,  1.58it/s]
      24/80      0.94G      1.035      1.709     0.7269      1.285         10        640:  96%|█████████▌| 497/519 [03:53<00:13,  1.58it/s]
      24/80      0.94G      1.035      1.709     0.7269      1.285         10        640:  96%|█████████▌| 498/519 [03:53<00:10,  1.97it/s]
      24/80      0.94G      1.035      1.709     0.7266      1.285         11        640:  96%|█████████▌| 498/519 [03:53<00:10,  1.97it/s]
      24/80      0.94G      1.035      1.709     0.7266      1.285         11        640:  96%|█████████▌| 499/519 [03:53<00:08,  2.29it/s]
      24/80      0.94G      1.035       1.71     0.7267      1.285         10        640:  96%|█████████▌| 499/519 [03:53<00:08,  2.29it/s]
      24/80      0.94G      1.035       1.71     0.7267      1.285         10        640:  96%|█████████▋| 500/519 [03:53<00:06,  2.75it/s]
      24/80      0.94G      1.036       1.71     0.7271      1.285          9        640:  96%|█████████▋| 500/519 [03:54<00:06,  2.75it/s]
      24/80      0.94G      1.036       1.71     0.7271      1.285          9        640:  97%|█████████▋| 501/519 [03:54<00:12,  1.43it/s]
      24/80      0.94G      1.037      1.712     0.7282      1.285         10        640:  97%|█████████▋| 501/519 [03:55<00:12,  1.43it/s]
      24/80      0.94G      1.037      1.712     0.7282      1.285         10        640:  97%|█████████▋| 502/519 [03:55<00:09,  1.83it/s]
      24/80      0.94G      1.037      1.714     0.7285      1.285          8        640:  97%|█████████▋| 502/519 [03:55<00:09,  1.83it/s]
      24/80      0.94G      1.037      1.714     0.7285      1.285          8        640:  97%|█████████▋| 503/519 [03:55<00:07,  2.13it/s]
      24/80      0.94G      1.036      1.713     0.7284      1.285          7        640:  97%|█████████▋| 503/519 [03:55<00:07,  2.13it/s]
      24/80      0.94G      1.036      1.713     0.7284      1.285          7        640:  97%|█████████▋| 504/519 [03:55<00:05,  2.50it/s]
      24/80      0.94G      1.036      1.713     0.7282      1.285          6        640:  97%|█████████▋| 504/519 [03:57<00:05,  2.50it/s]
      24/80      0.94G      1.036      1.713     0.7282      1.285          6        640:  97%|█████████▋| 505/519 [03:57<00:09,  1.41it/s]
      24/80      0.94G      1.036      1.712     0.7286      1.285         10        640:  97%|█████████▋| 505/519 [03:57<00:09,  1.41it/s]
      24/80      0.94G      1.036      1.712     0.7286      1.285         10        640:  97%|█████████▋| 506/519 [03:57<00:07,  1.78it/s]
      24/80      0.94G      1.036      1.712     0.7283      1.285         10        640:  97%|█████████▋| 506/519 [03:57<00:07,  1.78it/s]
      24/80      0.94G      1.036      1.712     0.7283      1.285         10        640:  98%|█████████▊| 507/519 [03:57<00:06,  1.83it/s]
      24/80      0.94G      1.037      1.713     0.7287      1.285         14        640:  98%|█████████▊| 507/519 [03:58<00:06,  1.83it/s]
      24/80      0.94G      1.037      1.713     0.7287      1.285         14        640:  98%|█████████▊| 508/519 [03:58<00:05,  2.10it/s]
      24/80      0.94G      1.038      1.714     0.7295      1.286          9        640:  98%|█████████▊| 508/519 [03:58<00:05,  2.10it/s]
      24/80      0.94G      1.038      1.714     0.7295      1.286          9        640:  98%|█████████▊| 509/519 [03:58<00:04,  2.45it/s]
      24/80      0.94G      1.037      1.714     0.7292      1.286         12        640:  98%|█████████▊| 509/519 [03:58<00:04,  2.45it/s]
      24/80      0.94G      1.037      1.714     0.7292      1.286         12        640:  98%|█████████▊| 510/519 [03:58<00:03,  2.82it/s]
      24/80      0.94G      1.037      1.714     0.7289      1.286         10        640:  98%|█████████▊| 510/519 [04:00<00:03,  2.82it/s]
      24/80      0.94G      1.037      1.714     0.7289      1.286         10        640:  98%|█████████▊| 511/519 [04:00<00:06,  1.24it/s]
      24/80      0.94G      1.037      1.714     0.7286      1.285         10        640:  98%|█████████▊| 511/519 [04:00<00:06,  1.24it/s]
      24/80      0.94G      1.037      1.714     0.7286      1.285         10        640:  99%|█████████▊| 512/519 [04:00<00:04,  1.60it/s]
      24/80      0.94G      1.037      1.714     0.7285      1.286          5        640:  99%|█████████▊| 512/519 [04:00<00:04,  1.60it/s]
      24/80      0.94G      1.037      1.714     0.7285      1.286          5        640:  99%|█████████▉| 513/519 [04:00<00:02,  2.01it/s]
      24/80      0.94G      1.037      1.715     0.7286      1.287          9        640:  99%|█████████▉| 513/519 [04:01<00:02,  2.01it/s]
      24/80      0.94G      1.037      1.715     0.7286      1.287          9        640:  99%|█████████▉| 514/519 [04:01<00:02,  2.40it/s]
      24/80      0.94G      1.038      1.715     0.7286      1.287          9        640:  99%|█████████▉| 514/519 [04:01<00:02,  2.40it/s]
      24/80      0.94G      1.038      1.715     0.7286      1.287          9        640:  99%|█████████▉| 515/519 [04:01<00:01,  2.89it/s]
      24/80      0.94G      1.037      1.713      0.728      1.287          4        640:  99%|█████████▉| 515/519 [04:01<00:01,  2.89it/s]
      24/80      0.94G      1.037      1.713      0.728      1.287         11        640:  99%|█████████▉| 515/519 [04:01<00:01,  2.89it/s]
      24/80      0.94G      1.037      1.713      0.728      1.287         11        640: 100%|█████████▉| 517/519 [04:01<00:00,  4.39it/s]
      24/80      0.94G      1.037      1.713      0.728      1.286         10        640: 100%|█████████▉| 517/519 [04:01<00:00,  4.39it/s]
      24/80      0.94G      1.037      1.713      0.728      1.286         10        640: 100%|█████████▉| 518/519 [04:01<00:00,  4.97it/s]
      24/80      0.94G      1.036      1.713     0.7275      1.286          7        640: 100%|█████████▉| 518/519 [04:01<00:00,  4.97it/s]
      24/80      0.94G      1.036      1.713     0.7275      1.286          7        640: 100%|██████████| 519/519 [04:01<00:00,  4.33it/s]
      24/80      0.94G      1.036      1.713     0.7275      1.286          7        640: 100%|██████████| 519/519 [04:02<00:00,  2.14it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:47,  6.37s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<03:00,  2.86s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:46,  1.72s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:10,  1.16s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<00:58,  1.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:50,  1.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:44,  1.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:37,  1.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:32,  1.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:27,  2.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:23,  2.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:22,  2.31it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:23,  2.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:24,  2.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:24,  1.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:24,  1.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:24,  1.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:26,  1.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:26,  1.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:21,  1.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:18<00:18,  2.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:15,  2.60it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:12,  3.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:08,  4.27it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:07,  4.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:19<00:06,  5.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:19<00:05,  5.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:05,  6.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:04,  6.88it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:20<00:03,  7.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:20<00:03,  7.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:03,  6.46it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:21<00:03,  6.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:21<00:03,  6.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  6.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:22<00:01,  7.43it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  82%|████████▏ | 53/65 [00:22<00:01,  8.48it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:22<00:01,  8.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  9.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.48it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:23<00:00,  9.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:23<00:00,  9.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.75it/s]
+                   all        519        519       0.98      0.943      0.984      0.729      0.984      0.947      0.986      0.702
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
      25/80      0.94G      1.063      1.416     0.6002      1.349          8        640:   0%|          | 0/519 [00:02<?, ?it/s]
      25/80      0.94G      1.063      1.416     0.6002      1.349          8        640:   0%|          | 1/519 [00:02<23:51,  2.76s/it]
      25/80      0.94G     0.9625      1.501     0.6484      1.224         13        640:   0%|          | 1/519 [00:03<23:51,  2.76s/it]
      25/80      0.94G     0.9625      1.501     0.6484      1.224         13        640:   0%|          | 2/519 [00:03<11:10,  1.30s/it]
      25/80      0.94G      0.967      1.526     0.6552      1.227          9        640:   0%|          | 2/519 [00:03<11:10,  1.30s/it]
      25/80      0.94G      0.967      1.526     0.6552      1.227          9        640:   1%|          | 3/519 [00:03<06:50,  1.26it/s]
      25/80      0.94G          1      1.613     0.6819      1.243          9        640:   1%|          | 3/519 [00:03<06:50,  1.26it/s]
      25/80      0.94G          1      1.613     0.6819      1.243          9        640:   1%|          | 4/519 [00:03<04:58,  1.73it/s]
      25/80      0.94G     0.9566      1.513     0.6694      1.248          6        640:   1%|          | 4/519 [00:04<04:58,  1.73it/s]
      25/80      0.94G     0.9566      1.513     0.6694      1.248          6        640:   1%|          | 5/519 [00:04<06:27,  1.33it/s]
      25/80      0.94G     0.9542      1.503     0.6597       1.27         10        640:   1%|          | 5/519 [00:04<06:27,  1.33it/s]
      25/80      0.94G     0.9542      1.503     0.6597       1.27         10        640:   1%|          | 6/519 [00:04<04:55,  1.73it/s]
      25/80      0.94G     0.9844      1.535     0.6657      1.277         13        640:   1%|          | 6/519 [00:05<04:55,  1.73it/s]
      25/80      0.94G     0.9844      1.535     0.6657      1.277         13        640:   1%|▏         | 7/519 [00:05<04:05,  2.09it/s]
      25/80      0.94G      1.023      1.579     0.6991      1.298         11        640:   1%|▏         | 7/519 [00:05<04:05,  2.09it/s]
      25/80      0.94G      1.023      1.579     0.6991      1.298         11        640:   2%|▏         | 8/519 [00:05<03:38,  2.34it/s]
      25/80      0.94G      1.026      1.655      0.698      1.285         12        640:   2%|▏         | 8/519 [00:05<03:38,  2.34it/s]
      25/80      0.94G      1.026      1.655      0.698      1.285         12        640:   2%|▏         | 9/519 [00:05<04:09,  2.04it/s]
      25/80      0.94G      1.023      1.672     0.7155      1.284         12        640:   2%|▏         | 9/519 [00:06<04:09,  2.04it/s]
      25/80      0.94G      1.023      1.672     0.7155      1.284         12        640:   2%|▏         | 10/519 [00:06<03:27,  2.45it/s]
      25/80      0.94G      1.058      1.658     0.7467      1.309          8        640:   2%|▏         | 10/519 [00:06<03:27,  2.45it/s]
      25/80      0.94G      1.058      1.658     0.7467      1.309          8        640:   2%|▏         | 11/519 [00:06<03:05,  2.74it/s]
      25/80      0.94G      1.039      1.643       0.73      1.282         13        640:   2%|▏         | 11/519 [00:06<03:05,  2.74it/s]
      25/80      0.94G      1.039      1.643       0.73      1.282         13        640:   2%|▏         | 12/519 [00:06<02:40,  3.15it/s]
      25/80      0.94G      1.027      1.639     0.7223      1.268         12        640:   2%|▏         | 12/519 [00:08<02:40,  3.15it/s]
      25/80      0.94G      1.027      1.639     0.7223      1.268         12        640:   3%|▎         | 13/519 [00:08<06:21,  1.33it/s]
      25/80      0.94G      1.017      1.647     0.7128      1.252         11        640:   3%|▎         | 13/519 [00:08<06:21,  1.33it/s]
      25/80      0.94G      1.017      1.647     0.7128      1.252         11        640:   3%|▎         | 14/519 [00:08<04:58,  1.69it/s]
      25/80      0.94G      1.025      1.636     0.7047      1.252         11        640:   3%|▎         | 14/519 [00:08<04:58,  1.69it/s]
      25/80      0.94G      1.025      1.636     0.7047      1.252         11        640:   3%|▎         | 15/519 [00:08<04:06,  2.04it/s]
      25/80      0.94G      1.038        1.6     0.7064      1.254          9        640:   3%|▎         | 15/519 [00:09<04:06,  2.04it/s]
      25/80      0.94G      1.038        1.6     0.7064      1.254          9        640:   3%|▎         | 16/519 [00:09<03:32,  2.36it/s]
      25/80      0.94G      1.024       1.62     0.6982       1.24         14        640:   3%|▎         | 16/519 [00:10<03:32,  2.36it/s]
      25/80      0.94G      1.024       1.62     0.6982       1.24         14        640:   3%|▎         | 17/519 [00:10<05:09,  1.62it/s]
      25/80      0.94G      1.029      1.634     0.6987      1.242         11        640:   3%|▎         | 17/519 [00:10<05:09,  1.62it/s]
      25/80      0.94G      1.029      1.634     0.6987      1.242         11        640:   3%|▎         | 18/519 [00:10<04:11,  1.99it/s]
      25/80      0.94G      1.031      1.635      0.699      1.249         10        640:   3%|▎         | 18/519 [00:10<04:11,  1.99it/s]
      25/80      0.94G      1.031      1.635      0.699      1.249         10        640:   4%|▎         | 19/519 [00:10<03:28,  2.39it/s]
      25/80      0.94G      1.018      1.629      0.698       1.24         10        640:   4%|▎         | 19/519 [00:10<03:28,  2.39it/s]
      25/80      0.94G      1.018      1.629      0.698       1.24         10        640:   4%|▍         | 20/519 [00:10<03:01,  2.75it/s]
      25/80      0.94G      1.017       1.64     0.6993      1.238         12        640:   4%|▍         | 20/519 [00:11<03:01,  2.75it/s]
      25/80      0.94G      1.017       1.64     0.6993      1.238         12        640:   4%|▍         | 21/519 [00:11<03:20,  2.49it/s]
      25/80      0.94G      1.017      1.651     0.7061       1.24          6        640:   4%|▍         | 21/519 [00:11<03:20,  2.49it/s]
      25/80      0.94G      1.017      1.651     0.7061       1.24          6        640:   4%|▍         | 22/519 [00:11<03:06,  2.66it/s]
      25/80      0.94G      1.005      1.636     0.6986      1.232         10        640:   4%|▍         | 22/519 [00:12<03:06,  2.66it/s]
      25/80      0.94G      1.005      1.636     0.6986      1.232         10        640:   4%|▍         | 23/519 [00:12<03:56,  2.10it/s]
      25/80      0.94G      1.002      1.623     0.6913       1.23         12        640:   4%|▍         | 23/519 [00:12<03:56,  2.10it/s]
      25/80      0.94G      1.002      1.623     0.6913       1.23         12        640:   5%|▍         | 24/519 [00:12<03:18,  2.49it/s]
      25/80      0.94G      1.001      1.623     0.6949      1.233          8        640:   5%|▍         | 24/519 [00:14<03:18,  2.49it/s]
      25/80      0.94G      1.001      1.623     0.6949      1.233          8        640:   5%|▍         | 25/519 [00:14<05:31,  1.49it/s]
      25/80      0.94G      1.002      1.617     0.6943      1.237         11        640:   5%|▍         | 25/519 [00:14<05:31,  1.49it/s]
      25/80      0.94G      1.002      1.617     0.6943      1.237         11        640:   5%|▌         | 26/519 [00:14<04:30,  1.82it/s]
      25/80      0.94G          1      1.618     0.6884      1.234          8        640:   5%|▌         | 26/519 [00:14<04:30,  1.82it/s]
      25/80      0.94G          1      1.618     0.6884      1.234          8        640:   5%|▌         | 27/519 [00:14<03:55,  2.09it/s]
      25/80      0.94G     0.9977      1.626     0.6942      1.234         12        640:   5%|▌         | 27/519 [00:14<03:55,  2.09it/s]
      25/80      0.94G     0.9977      1.626     0.6942      1.234         12        640:   5%|▌         | 28/519 [00:14<03:18,  2.47it/s]
      25/80      0.94G     0.9962      1.621      0.691      1.239         10        640:   5%|▌         | 28/519 [00:15<03:18,  2.47it/s]
      25/80      0.94G     0.9962      1.621      0.691      1.239         10        640:   6%|▌         | 29/519 [00:15<04:54,  1.66it/s]
      25/80      0.94G      1.001      1.633     0.6965       1.25          7        640:   6%|▌         | 29/519 [00:16<04:54,  1.66it/s]
      25/80      0.94G      1.001      1.633     0.6965       1.25          7        640:   6%|▌         | 30/519 [00:16<04:04,  2.00it/s]
      25/80      0.94G      1.006       1.64      0.703      1.258          8        640:   6%|▌         | 30/519 [00:16<04:04,  2.00it/s]
      25/80      0.94G      1.006       1.64      0.703      1.258          8        640:   6%|▌         | 31/519 [00:16<03:18,  2.46it/s]
      25/80      0.94G      1.012      1.633     0.7011      1.265          9        640:   6%|▌         | 31/519 [00:16<03:18,  2.46it/s]
      25/80      0.94G      1.012      1.633     0.7011      1.265          9        640:   6%|▌         | 32/519 [00:16<03:02,  2.67it/s]
      25/80      0.94G      1.002       1.64     0.7033      1.262          7        640:   6%|▌         | 32/519 [00:17<03:02,  2.67it/s]
      25/80      0.94G      1.002       1.64     0.7033      1.262          7        640:   6%|▋         | 33/519 [00:17<04:36,  1.75it/s]
      25/80      0.94G      1.003      1.635     0.6997      1.261         10        640:   6%|▋         | 33/519 [00:18<04:36,  1.75it/s]
      25/80      0.94G      1.003      1.635     0.6997      1.261         10        640:   7%|▋         | 34/519 [00:18<04:04,  1.98it/s]
      25/80      0.94G      1.013      1.623     0.7042      1.264          6        640:   7%|▋         | 34/519 [00:18<04:04,  1.98it/s]
      25/80      0.94G      1.013      1.623     0.7042      1.264          6        640:   7%|▋         | 35/519 [00:18<03:15,  2.48it/s]
      25/80      0.94G      1.016      1.624      0.705      1.275         10        640:   7%|▋         | 35/519 [00:18<03:15,  2.48it/s]
      25/80      0.94G      1.016      1.624      0.705      1.275         10        640:   7%|▋         | 36/519 [00:18<02:52,  2.80it/s]
      25/80      0.94G      1.016      1.616     0.6999      1.276          6        640:   7%|▋         | 36/519 [00:19<02:52,  2.80it/s]
      25/80      0.94G      1.016      1.616     0.6999      1.276          6        640:   7%|▋         | 37/519 [00:19<03:52,  2.07it/s]
      25/80      0.94G      1.017      1.617     0.6974      1.278         11        640:   7%|▋         | 37/519 [00:19<03:52,  2.07it/s]
      25/80      0.94G      1.017      1.617     0.6974      1.278         11        640:   7%|▋         | 38/519 [00:19<03:57,  2.03it/s]
      25/80      0.94G      1.025       1.64     0.7023      1.278          9        640:   7%|▋         | 38/519 [00:20<03:57,  2.03it/s]
      25/80      0.94G      1.025       1.64     0.7023      1.278          9        640:   8%|▊         | 39/519 [00:20<03:47,  2.11it/s]
      25/80      0.94G      1.032       1.65     0.7124      1.282         11        640:   8%|▊         | 39/519 [00:20<03:47,  2.11it/s]
      25/80      0.94G      1.032       1.65     0.7124      1.282         11        640:   8%|▊         | 40/519 [00:20<03:17,  2.42it/s]
      25/80      0.94G      1.025      1.638     0.7053      1.279         10        640:   8%|▊         | 40/519 [00:20<03:17,  2.42it/s]
      25/80      0.94G      1.025      1.638     0.7053      1.279         10        640:   8%|▊         | 41/519 [00:20<03:39,  2.18it/s]
      25/80      0.94G      1.025      1.633     0.7099      1.286          8        640:   8%|▊         | 41/519 [00:21<03:39,  2.18it/s]
      25/80      0.94G      1.025      1.633     0.7099      1.286          8        640:   8%|▊         | 42/519 [00:21<03:06,  2.56it/s]
      25/80      0.94G      1.028      1.624     0.7105      1.285          9        640:   8%|▊         | 42/519 [00:21<03:06,  2.56it/s]
      25/80      0.94G      1.028      1.624     0.7105      1.285          9        640:   8%|▊         | 43/519 [00:21<03:27,  2.29it/s]
      25/80      0.94G      1.047      1.646     0.7135        1.3          6        640:   8%|▊         | 43/519 [00:22<03:27,  2.29it/s]
      25/80      0.94G      1.047      1.646     0.7135        1.3          6        640:   8%|▊         | 44/519 [00:22<03:00,  2.63it/s]
      25/80      0.94G      1.047      1.652     0.7135      1.301          9        640:   8%|▊         | 44/519 [00:23<03:00,  2.63it/s]
      25/80      0.94G      1.047      1.652     0.7135      1.301          9        640:   9%|▊         | 45/519 [00:23<04:30,  1.75it/s]
      25/80      0.94G      1.045      1.663     0.7201      1.296          9        640:   9%|▊         | 45/519 [00:23<04:30,  1.75it/s]
      25/80      0.94G      1.045      1.663     0.7201      1.296          9        640:   9%|▉         | 46/519 [00:23<03:50,  2.05it/s]
      25/80      0.94G      1.043      1.661     0.7182      1.295         11        640:   9%|▉         | 46/519 [00:23<03:50,  2.05it/s]
      25/80      0.94G      1.043      1.661     0.7182      1.295         11        640:   9%|▉         | 47/519 [00:23<03:17,  2.38it/s]
      25/80      0.94G      1.041       1.65     0.7166      1.293         10        640:   9%|▉         | 47/519 [00:23<03:17,  2.38it/s]
      25/80      0.94G      1.041       1.65     0.7166      1.293         10        640:   9%|▉         | 48/519 [00:23<02:43,  2.89it/s]
      25/80      0.94G      1.036      1.648     0.7138      1.291         14        640:   9%|▉         | 48/519 [00:24<02:43,  2.89it/s]
      25/80      0.94G      1.036      1.648     0.7138      1.291         14        640:   9%|▉         | 49/519 [00:24<04:25,  1.77it/s]
      25/80      0.94G      1.033      1.649     0.7103      1.287         10        640:   9%|▉         | 49/519 [00:24<04:25,  1.77it/s]
      25/80      0.94G      1.033      1.649     0.7103      1.287         10        640:  10%|▉         | 50/519 [00:24<03:28,  2.25it/s]
      25/80      0.94G       1.04      1.653     0.7124      1.288          8        640:  10%|▉         | 50/519 [00:25<03:28,  2.25it/s]
      25/80      0.94G       1.04      1.653     0.7124      1.288          8        640:  10%|▉         | 51/519 [00:25<03:07,  2.50it/s]
      25/80      0.94G      1.035      1.647      0.708      1.284         11        640:  10%|▉         | 51/519 [00:25<03:07,  2.50it/s]
      25/80      0.94G      1.035      1.647      0.708      1.284         11        640:  10%|█         | 52/519 [00:25<02:46,  2.80it/s]
      25/80      0.94G      1.037      1.646     0.7076      1.283          9        640:  10%|█         | 52/519 [00:26<02:46,  2.80it/s]
      25/80      0.94G      1.037      1.646     0.7076      1.283          9        640:  10%|█         | 53/519 [00:26<04:15,  1.82it/s]
      25/80      0.94G      1.043       1.65     0.7117       1.29         10        640:  10%|█         | 53/519 [00:26<04:15,  1.82it/s]
      25/80      0.94G      1.043       1.65     0.7117       1.29         10        640:  10%|█         | 54/519 [00:26<03:33,  2.18it/s]
      25/80      0.94G       1.04      1.651     0.7163      1.288          7        640:  10%|█         | 54/519 [00:27<03:33,  2.18it/s]
      25/80      0.94G       1.04      1.651     0.7163      1.288          7        640:  11%|█         | 55/519 [00:27<03:03,  2.54it/s]
      25/80      0.94G      1.047      1.649     0.7188      1.292         10        640:  11%|█         | 55/519 [00:27<03:03,  2.54it/s]
      25/80      0.94G      1.047      1.649     0.7188      1.292         10        640:  11%|█         | 56/519 [00:27<02:38,  2.92it/s]
      25/80      0.94G      1.045       1.64     0.7145      1.292          7        640:  11%|█         | 56/519 [00:27<02:38,  2.92it/s]
      25/80      0.94G      1.045       1.64     0.7145      1.292          7        640:  11%|█         | 57/519 [00:27<03:18,  2.33it/s]
      25/80      0.94G      1.042      1.639     0.7108      1.289         15        640:  11%|█         | 57/519 [00:29<03:18,  2.33it/s]
      25/80      0.94G      1.042      1.639     0.7108      1.289         15        640:  11%|█         | 58/519 [00:29<05:19,  1.44it/s]
      25/80      0.94G      1.046      1.646     0.7133      1.288          9        640:  11%|█         | 58/519 [00:29<05:19,  1.44it/s]
      25/80      0.94G      1.046      1.646     0.7133      1.288          9        640:  11%|█▏        | 59/519 [00:29<04:06,  1.86it/s]
      25/80      0.94G      1.048       1.65     0.7174      1.289         11        640:  11%|█▏        | 59/519 [00:29<04:06,  1.86it/s]
      25/80      0.94G      1.048       1.65     0.7174      1.289         11        640:  12%|█▏        | 60/519 [00:29<03:25,  2.24it/s]
      25/80      0.94G      1.051      1.644     0.7176      1.291          8        640:  12%|█▏        | 60/519 [00:29<03:25,  2.24it/s]
      25/80      0.94G      1.051      1.644     0.7176      1.291          8        640:  12%|█▏        | 61/519 [00:29<03:00,  2.54it/s]
      25/80      0.94G      1.044      1.649     0.7195      1.288          7        640:  12%|█▏        | 61/519 [00:30<03:00,  2.54it/s]
      25/80      0.94G      1.044      1.649     0.7195      1.288          7        640:  12%|█▏        | 62/519 [00:30<04:35,  1.66it/s]
      25/80      0.94G      1.038       1.64     0.7146      1.283          9        640:  12%|█▏        | 62/519 [00:31<04:35,  1.66it/s]
      25/80      0.94G      1.038       1.64     0.7146      1.283          9        640:  12%|█▏        | 63/519 [00:31<03:34,  2.13it/s]
      25/80      0.94G      1.039      1.639     0.7144      1.281         10        640:  12%|█▏        | 63/519 [00:31<03:34,  2.13it/s]
      25/80      0.94G      1.039      1.639     0.7144      1.281         10        640:  12%|█▏        | 64/519 [00:31<03:03,  2.48it/s]
      25/80      0.94G      1.041      1.644     0.7142      1.286          7        640:  12%|█▏        | 64/519 [00:32<03:03,  2.48it/s]
      25/80      0.94G      1.041      1.644     0.7142      1.286          7        640:  13%|█▎        | 65/519 [00:32<03:38,  2.07it/s]
      25/80      0.94G      1.037      1.635     0.7099      1.284          7        640:  13%|█▎        | 65/519 [00:32<03:38,  2.07it/s]
      25/80      0.94G      1.037      1.635     0.7099      1.284          7        640:  13%|█▎        | 66/519 [00:32<04:09,  1.81it/s]
      25/80      0.94G      1.042      1.645     0.7185      1.287         10        640:  13%|█▎        | 66/519 [00:32<04:09,  1.81it/s]
      25/80      0.94G      1.042      1.645     0.7185      1.287         10        640:  13%|█▎        | 67/519 [00:32<03:24,  2.21it/s]
      25/80      0.94G      1.049      1.646     0.7236      1.292          6        640:  13%|█▎        | 67/519 [00:33<03:24,  2.21it/s]
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      25/80      0.94G      1.044      1.686     0.7313      1.295         12        640:  98%|█████████▊| 511/519 [03:52<00:03,  2.11it/s]
      25/80      0.94G      1.044      1.686     0.7313      1.295         12        640:  99%|█████████▊| 512/519 [03:52<00:03,  1.95it/s]
      25/80      0.94G      1.044      1.685     0.7309      1.294         10        640:  99%|█████████▊| 512/519 [03:53<00:03,  1.95it/s]
      25/80      0.94G      1.044      1.685     0.7309      1.294         10        640:  99%|█████████▉| 513/519 [03:53<00:02,  2.43it/s]
      25/80      0.94G      1.044      1.685      0.731      1.294         10        640:  99%|█████████▉| 513/519 [03:53<00:02,  2.43it/s]
      25/80      0.94G      1.044      1.685      0.731      1.294         10        640:  99%|█████████▉| 514/519 [03:53<00:02,  2.26it/s]
      25/80      0.94G      1.043      1.685      0.731      1.294          8        640:  99%|█████████▉| 514/519 [03:53<00:02,  2.26it/s]
      25/80      0.94G      1.043      1.685      0.731      1.294          8        640:  99%|█████████▉| 515/519 [03:53<00:01,  2.82it/s]
      25/80      0.94G      1.043      1.686     0.7313      1.294          9        640:  99%|█████████▉| 515/519 [03:54<00:01,  2.82it/s]
      25/80      0.94G      1.043      1.686     0.7313      1.294          9        640:  99%|█████████▉| 516/519 [03:54<00:01,  2.75it/s]
      25/80      0.94G      1.043      1.685     0.7313      1.293         14        640:  99%|█████████▉| 516/519 [03:54<00:01,  2.75it/s]
      25/80      0.94G      1.043      1.685     0.7313      1.293         14        640: 100%|█████████▉| 517/519 [03:54<00:00,  3.46it/s]
      25/80      0.94G      1.043      1.685     0.7313      1.293          8        640: 100%|█████████▉| 517/519 [03:54<00:00,  3.46it/s]
      25/80      0.94G      1.043      1.685     0.7311      1.293         11        640: 100%|█████████▉| 517/519 [03:54<00:00,  3.46it/s]
      25/80      0.94G      1.043      1.685     0.7311      1.293         11        640: 100%|██████████| 519/519 [03:54<00:00,  5.16it/s]
      25/80      0.94G      1.043      1.685     0.7311      1.293         11        640: 100%|██████████| 519/519 [03:54<00:00,  2.21it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:40,  6.26s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:54,  2.77s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:06<01:42,  1.66s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:11,  1.17s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:56,  1.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:42,  1.40it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:08<00:42,  1.36it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:37,  1.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:09<00:32,  1.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:27,  1.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:25,  2.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:25,  2.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:25,  2.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:24,  2.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:19,  2.62it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:12<00:14,  3.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:21,  2.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:13<00:24,  1.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:25,  1.82it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:25,  1.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:15<00:27,  1.58it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:28,  1.53it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:27,  1.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:23,  1.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:20,  1.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:15,  2.48it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:12,  3.08it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:08,  4.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:07,  4.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.47it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  5.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:05,  6.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:03,  6.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:04,  5.82it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.40it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  6.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.27it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.47it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  8.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:21<00:01,  8.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  9.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.42it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  92%|█████████▏| 60/65 [00:22<00:00,  9.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:22<00:00,  9.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  98%|█████████▊| 64/65 [00:22<00:00,  9.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.79it/s]
+                   all        519        519      0.944      0.949      0.977      0.704      0.937      0.942      0.971      0.684
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
      26/80      0.94G      1.436       2.47     0.9804      1.479         10        640:   0%|          | 0/519 [00:03<?, ?it/s]
      26/80      0.94G      1.436       2.47     0.9804      1.479         10        640:   0%|          | 1/519 [00:03<28:56,  3.35s/it]
      26/80      0.94G      1.195      1.946     0.8642      1.328         11        640:   0%|          | 1/519 [00:03<28:56,  3.35s/it]
      26/80      0.94G      1.195      1.946     0.8642      1.328         11        640:   0%|          | 2/519 [00:03<13:06,  1.52s/it]
      26/80      0.94G      1.198      1.955     0.8451       1.27          9        640:   0%|          | 2/519 [00:03<13:06,  1.52s/it]
      26/80      0.94G      1.198      1.955     0.8451       1.27          9        640:   1%|          | 3/519 [00:03<08:09,  1.05it/s]
      26/80      0.94G      1.087      1.912     0.7827      1.239         12        640:   1%|          | 3/519 [00:04<08:09,  1.05it/s]
      26/80      0.94G      1.087      1.912     0.7827      1.239         12        640:   1%|          | 4/519 [00:04<05:41,  1.51it/s]
      26/80      0.94G      1.089      1.857     0.8452        1.3          7        640:   1%|          | 4/519 [00:05<05:41,  1.51it/s]
      26/80      0.94G      1.089      1.857     0.8452        1.3          7        640:   1%|          | 5/519 [00:05<06:28,  1.32it/s]
      26/80      0.94G      1.034      1.749     0.7795      1.256         12        640:   1%|          | 5/519 [00:05<06:28,  1.32it/s]
      26/80      0.94G      1.034      1.749     0.7795      1.256         12        640:   1%|          | 6/519 [00:05<04:56,  1.73it/s]
      26/80      0.94G      1.062      1.897     0.7861      1.329          7        640:   1%|          | 6/519 [00:05<04:56,  1.73it/s]
      26/80      0.94G      1.062      1.897     0.7861      1.329          7        640:   1%|▏         | 7/519 [00:05<03:55,  2.17it/s]
      26/80      0.94G      1.035      1.873     0.7665      1.303         14        640:   1%|▏         | 7/519 [00:06<03:55,  2.17it/s]
      26/80      0.94G      1.035      1.873     0.7665      1.303         14        640:   2%|▏         | 8/519 [00:06<05:20,  1.60it/s]
      26/80      0.94G      1.003      1.839     0.7439      1.286          7        640:   2%|▏         | 8/519 [00:06<05:20,  1.60it/s]
      26/80      0.94G      1.003      1.839     0.7439      1.286          7        640:   2%|▏         | 9/519 [00:06<04:17,  1.98it/s]
      26/80      0.94G      1.012      1.793     0.7403      1.297          9        640:   2%|▏         | 9/519 [00:06<04:17,  1.98it/s]
      26/80      0.94G      1.012      1.793     0.7403      1.297          9        640:   2%|▏         | 10/519 [00:06<03:25,  2.48it/s]
      26/80      0.94G      1.016      1.825     0.7623      1.291          9        640:   2%|▏         | 10/519 [00:07<03:25,  2.48it/s]
      26/80      0.94G      1.016      1.825     0.7623      1.291          9        640:   2%|▏         | 11/519 [00:07<03:10,  2.66it/s]
      26/80      0.94G      1.016      1.838     0.7699      1.291         11        640:   2%|▏         | 11/519 [00:08<03:10,  2.66it/s]
      26/80      0.94G      1.016      1.838     0.7699      1.291         11        640:   2%|▏         | 12/519 [00:08<04:59,  1.69it/s]
      26/80      0.94G      1.032      1.823     0.8014      1.308          9        640:   2%|▏         | 12/519 [00:08<04:59,  1.69it/s]
      26/80      0.94G      1.032      1.823     0.8014      1.308          9        640:   3%|▎         | 13/519 [00:08<04:00,  2.10it/s]
      26/80      0.94G      1.062      1.823     0.8013      1.312         12        640:   3%|▎         | 13/519 [00:08<04:00,  2.10it/s]
      26/80      0.94G      1.062      1.823     0.8013      1.312         12        640:   3%|▎         | 14/519 [00:08<03:36,  2.33it/s]
      26/80      0.94G      1.067      1.805      0.797      1.315         12        640:   3%|▎         | 14/519 [00:09<03:36,  2.33it/s]
      26/80      0.94G      1.067      1.805      0.797      1.315         12        640:   3%|▎         | 15/519 [00:09<03:13,  2.60it/s]
      26/80      0.94G      1.064      1.791     0.7828        1.3         13        640:   3%|▎         | 15/519 [00:10<03:13,  2.60it/s]
      26/80      0.94G      1.064      1.791     0.7828        1.3         13        640:   3%|▎         | 16/519 [00:10<05:15,  1.59it/s]
      26/80      0.94G      1.062      1.775     0.7791      1.306          9        640:   3%|▎         | 16/519 [00:10<05:15,  1.59it/s]
      26/80      0.94G      1.062      1.775     0.7791      1.306          9        640:   3%|▎         | 17/519 [00:10<04:07,  2.03it/s]
      26/80      0.94G      1.061      1.751       0.77        1.3         14        640:   3%|▎         | 17/519 [00:10<04:07,  2.03it/s]
      26/80      0.94G      1.061      1.751       0.77        1.3         14        640:   3%|▎         | 18/519 [00:10<03:22,  2.48it/s]
      26/80      0.94G      1.066      1.756      0.765       1.31          9        640:   3%|▎         | 18/519 [00:10<03:22,  2.48it/s]
      26/80      0.94G      1.066      1.756      0.765       1.31          9        640:   4%|▎         | 19/519 [00:10<02:57,  2.82it/s]
      26/80      0.94G      1.061      1.749     0.7626      1.303         12        640:   4%|▎         | 19/519 [00:12<02:57,  2.82it/s]
      26/80      0.94G      1.061      1.749     0.7626      1.303         12        640:   4%|▍         | 20/519 [00:12<05:10,  1.61it/s]
      26/80      0.94G      1.055      1.729     0.7523        1.3          9        640:   4%|▍         | 20/519 [00:12<05:10,  1.61it/s]
      26/80      0.94G      1.055      1.729     0.7523        1.3          9        640:   4%|▍         | 21/519 [00:12<04:08,  2.00it/s]
      26/80      0.94G      1.075      1.732     0.7639      1.313          7        640:   4%|▍         | 21/519 [00:12<04:08,  2.00it/s]
      26/80      0.94G      1.075      1.732     0.7639      1.313          7        640:   4%|▍         | 22/519 [00:12<03:29,  2.37it/s]
      26/80      0.94G      1.065      1.714     0.7566      1.307          9        640:   4%|▍         | 22/519 [00:12<03:29,  2.37it/s]
      26/80      0.94G      1.065      1.714     0.7566      1.307          9        640:   4%|▍         | 23/519 [00:12<03:05,  2.67it/s]
      26/80      0.94G      1.066      1.693     0.7497      1.305          7        640:   4%|▍         | 23/519 [00:14<03:05,  2.67it/s]
      26/80      0.94G      1.066      1.693     0.7497      1.305          7        640:   5%|▍         | 24/519 [00:14<06:09,  1.34it/s]
      26/80      0.94G      1.057      1.704     0.7556      1.302          8        640:   5%|▍         | 24/519 [00:14<06:09,  1.34it/s]
      26/80      0.94G      1.057      1.704     0.7556      1.302          8        640:   5%|▍         | 25/519 [00:14<04:42,  1.75it/s]
      26/80      0.94G      1.054      1.692     0.7507      1.301         12        640:   5%|▍         | 25/519 [00:14<04:42,  1.75it/s]
      26/80      0.94G      1.054      1.692     0.7507      1.301         12        640:   5%|▌         | 26/519 [00:14<03:48,  2.16it/s]
      26/80      0.94G       1.05      1.682     0.7437      1.297          9        640:   5%|▌         | 26/519 [00:15<03:48,  2.16it/s]
      26/80      0.94G       1.05      1.682     0.7437      1.297          9        640:   5%|▌         | 27/519 [00:15<03:13,  2.54it/s]
      26/80      0.94G      1.046      1.675     0.7416      1.295         11        640:   5%|▌         | 27/519 [00:16<03:13,  2.54it/s]
      26/80      0.94G      1.046      1.675     0.7416      1.295         11        640:   5%|▌         | 28/519 [00:16<05:12,  1.57it/s]
      26/80      0.94G      1.051      1.668     0.7401      1.295         11        640:   5%|▌         | 28/519 [00:16<05:12,  1.57it/s]
      26/80      0.94G      1.051      1.668     0.7401      1.295         11        640:   6%|▌         | 29/519 [00:16<04:09,  1.96it/s]
      26/80      0.94G      1.044      1.669     0.7348      1.291         11        640:   6%|▌         | 29/519 [00:16<04:09,  1.96it/s]
      26/80      0.94G      1.044      1.669     0.7348      1.291         11        640:   6%|▌         | 30/519 [00:16<03:31,  2.31it/s]
      26/80      0.94G      1.034      1.654     0.7271      1.281          8        640:   6%|▌         | 30/519 [00:16<03:31,  2.31it/s]
      26/80      0.94G      1.034      1.654     0.7271      1.281          8        640:   6%|▌         | 31/519 [00:16<02:59,  2.72it/s]
      26/80      0.94G      1.036      1.656     0.7251      1.283          9        640:   6%|▌         | 31/519 [00:17<02:59,  2.72it/s]
      26/80      0.94G      1.036      1.656     0.7251      1.283          9        640:   6%|▌         | 32/519 [00:17<03:01,  2.69it/s]
      26/80      0.94G      1.035      1.651     0.7197       1.28         12        640:   6%|▌         | 32/519 [00:17<03:01,  2.69it/s]
      26/80      0.94G      1.035      1.651     0.7197       1.28         12        640:   6%|▋         | 33/519 [00:17<02:42,  3.00it/s]
      26/80      0.94G      1.033      1.655     0.7157      1.277         10        640:   6%|▋         | 33/519 [00:17<02:42,  3.00it/s]
      26/80      0.94G      1.033      1.655     0.7157      1.277         10        640:   7%|▋         | 34/519 [00:17<02:24,  3.35it/s]
      26/80      0.94G      1.028      1.655     0.7192      1.271         11        640:   7%|▋         | 34/519 [00:18<02:24,  3.35it/s]
      26/80      0.94G      1.028      1.655     0.7192      1.271         11        640:   7%|▋         | 35/519 [00:18<02:13,  3.63it/s]
      26/80      0.94G      1.027      1.655     0.7192      1.268         14        640:   7%|▋         | 35/519 [00:18<02:13,  3.63it/s]
      26/80      0.94G      1.027      1.655     0.7192      1.268         14        640:   7%|▋         | 36/519 [00:18<03:36,  2.23it/s]
      26/80      0.94G       1.03      1.652     0.7163      1.266         11        640:   7%|▋         | 36/519 [00:19<03:36,  2.23it/s]
      26/80      0.94G       1.03      1.652     0.7163      1.266         11        640:   7%|▋         | 37/519 [00:19<03:03,  2.63it/s]
      26/80      0.94G      1.029      1.649     0.7187      1.266          6        640:   7%|▋         | 37/519 [00:19<03:03,  2.63it/s]
      26/80      0.94G      1.029      1.649     0.7187      1.266          6        640:   7%|▋         | 38/519 [00:19<02:41,  2.98it/s]
      26/80      0.94G      1.021      1.636     0.7105       1.26          9        640:   7%|▋         | 38/519 [00:19<02:41,  2.98it/s]
      26/80      0.94G      1.021      1.636     0.7105       1.26          9        640:   8%|▊         | 39/519 [00:19<02:29,  3.21it/s]
      26/80      0.94G      1.034      1.655     0.7192      1.272          7        640:   8%|▊         | 39/519 [00:20<02:29,  3.21it/s]
      26/80      0.94G      1.034      1.655     0.7192      1.272          7        640:   8%|▊         | 40/519 [00:20<03:41,  2.16it/s]
      26/80      0.94G      1.027      1.656     0.7202      1.267          7        640:   8%|▊         | 40/519 [00:21<03:41,  2.16it/s]
      26/80      0.94G      1.027      1.656     0.7202      1.267          7        640:   8%|▊         | 41/519 [00:21<04:10,  1.91it/s]
      26/80      0.94G      1.017      1.645     0.7148      1.262          9        640:   8%|▊         | 41/519 [00:21<04:10,  1.91it/s]
      26/80      0.94G      1.017      1.645     0.7148      1.262          9        640:   8%|▊         | 42/519 [00:21<03:26,  2.31it/s]
      26/80      0.94G      1.011      1.643     0.7093      1.256         13        640:   8%|▊         | 42/519 [00:21<03:26,  2.31it/s]
      26/80      0.94G      1.011      1.643     0.7093      1.256         13        640:   8%|▊         | 43/519 [00:21<02:58,  2.67it/s]
      26/80      0.94G      1.016      1.646     0.7098      1.257         10        640:   8%|▊         | 43/519 [00:22<02:58,  2.67it/s]
      26/80      0.94G      1.016      1.646     0.7098      1.257         10        640:   8%|▊         | 44/519 [00:22<03:38,  2.18it/s]
      26/80      0.94G      1.011      1.639     0.7024      1.253          8        640:   8%|▊         | 44/519 [00:23<03:38,  2.18it/s]
      26/80      0.94G      1.011      1.639     0.7024      1.253          8        640:   9%|▊         | 45/519 [00:23<05:22,  1.47it/s]
      26/80      0.94G      1.006      1.631     0.6982      1.248         11        640:   9%|▊         | 45/519 [00:23<05:22,  1.47it/s]
      26/80      0.94G      1.006      1.631     0.6982      1.248         11        640:   9%|▉         | 46/519 [00:23<04:25,  1.78it/s]
      26/80      0.94G      1.007      1.632     0.7018      1.247         10        640:   9%|▉         | 46/519 [00:23<04:25,  1.78it/s]
      26/80      0.94G      1.007      1.632     0.7018      1.247         10        640:   9%|▉         | 47/519 [00:23<03:47,  2.07it/s]
      26/80      0.94G      1.007      1.626     0.6986      1.246          9        640:   9%|▉         | 47/519 [00:24<03:47,  2.07it/s]
      26/80      0.94G      1.007      1.626     0.6986      1.246          9        640:   9%|▉         | 48/519 [00:24<03:18,  2.38it/s]
      26/80      0.94G      1.007      1.625      0.697      1.244          6        640:   9%|▉         | 48/519 [00:25<03:18,  2.38it/s]
      26/80      0.94G      1.007      1.625      0.697      1.244          6        640:   9%|▉         | 49/519 [00:25<05:03,  1.55it/s]
      26/80      0.94G      1.002      1.619     0.6924      1.241          8        640:   9%|▉         | 49/519 [00:25<05:03,  1.55it/s]
      26/80      0.94G      1.002      1.619     0.6924      1.241          8        640:  10%|▉         | 50/519 [00:25<04:09,  1.88it/s]
      26/80      0.94G     0.9943      1.611       0.69      1.238          8        640:  10%|▉         | 50/519 [00:25<04:09,  1.88it/s]
      26/80      0.94G     0.9943      1.611       0.69      1.238          8        640:  10%|▉         | 51/519 [00:25<03:24,  2.29it/s]
      26/80      0.94G     0.9942       1.61     0.6891      1.237         11        640:  10%|▉         | 51/519 [00:26<03:24,  2.29it/s]
      26/80      0.94G     0.9942       1.61     0.6891      1.237         11        640:  10%|█         | 52/519 [00:26<02:55,  2.66it/s]
      26/80      0.94G     0.9931      1.602     0.6866      1.236         11        640:  10%|█         | 52/519 [00:26<02:55,  2.66it/s]
      26/80      0.94G     0.9931      1.602     0.6866      1.236         11        640:  10%|█         | 53/519 [00:26<04:01,  1.93it/s]
      26/80      0.94G     0.9947      1.598     0.6879      1.237         10        640:  10%|█         | 53/519 [00:27<04:01,  1.93it/s]
      26/80      0.94G     0.9947      1.598     0.6879      1.237         10        640:  10%|█         | 54/519 [00:27<03:20,  2.32it/s]
      26/80      0.94G      0.995      1.603     0.6909      1.236         10        640:  10%|█         | 54/519 [00:27<03:20,  2.32it/s]
      26/80      0.94G      0.995      1.603     0.6909      1.236         10        640:  11%|█         | 55/519 [00:27<02:58,  2.60it/s]
      26/80      0.94G     0.9963      1.605      0.692      1.235         13        640:  11%|█         | 55/519 [00:28<02:58,  2.60it/s]
      26/80      0.94G     0.9963      1.605      0.692      1.235         13        640:  11%|█         | 56/519 [00:28<03:36,  2.14it/s]
      26/80      0.94G     0.9929      1.601     0.6874      1.235          9        640:  11%|█         | 56/519 [00:28<03:36,  2.14it/s]
      26/80      0.94G     0.9929      1.601     0.6874      1.235          9        640:  11%|█         | 57/519 [00:28<03:23,  2.27it/s]
      26/80      0.94G     0.9922        1.6     0.6859      1.235          9        640:  11%|█         | 57/519 [00:28<03:23,  2.27it/s]
      26/80      0.94G     0.9922        1.6     0.6859      1.235          9        640:  11%|█         | 58/519 [00:28<02:53,  2.66it/s]
      26/80      0.94G     0.9909        1.6     0.6854      1.236         12        640:  11%|█         | 58/519 [00:29<02:53,  2.66it/s]
      26/80      0.94G     0.9909        1.6     0.6854      1.236         12        640:  11%|█▏        | 59/519 [00:29<02:43,  2.81it/s]
      26/80      0.94G     0.9908      1.604     0.6848      1.235         12        640:  11%|█▏        | 59/519 [00:30<02:43,  2.81it/s]
      26/80      0.94G     0.9908      1.604     0.6848      1.235         12        640:  12%|█▏        | 60/519 [00:30<05:07,  1.49it/s]
      26/80      0.94G     0.9882        1.6     0.6848      1.233         13        640:  12%|█▏        | 60/519 [00:30<05:07,  1.49it/s]
      26/80      0.94G     0.9882        1.6     0.6848      1.233         13        640:  12%|█▏        | 61/519 [00:30<04:02,  1.89it/s]
      26/80      0.94G     0.9888      1.599      0.686      1.234         11        640:  12%|█▏        | 61/519 [00:30<04:02,  1.89it/s]
      26/80      0.94G     0.9888      1.599      0.686      1.234         11        640:  12%|█▏        | 62/519 [00:30<03:33,  2.14it/s]
      26/80      0.94G     0.9897      1.602     0.6893      1.233          9        640:  12%|█▏        | 62/519 [00:31<03:33,  2.14it/s]
      26/80      0.94G     0.9897      1.602     0.6893      1.233          9        640:  12%|█▏        | 63/519 [00:31<02:54,  2.62it/s]
      26/80      0.94G     0.9882        1.6     0.6868      1.232         12        640:  12%|█▏        | 63/519 [00:31<02:54,  2.62it/s]
      26/80      0.94G     0.9882        1.6     0.6868      1.232         12        640:  12%|█▏        | 64/519 [00:31<03:27,  2.19it/s]
      26/80      0.94G     0.9901      1.602     0.6852      1.232          9        640:  12%|█▏        | 64/519 [00:32<03:27,  2.19it/s]
      26/80      0.94G     0.9901      1.602     0.6852      1.232          9        640:  13%|█▎        | 65/519 [00:32<03:23,  2.23it/s]
      26/80      0.94G      0.991      1.596     0.6858      1.232          7        640:  13%|█▎        | 65/519 [00:32<03:23,  2.23it/s]
      26/80      0.94G      0.991      1.596     0.6858      1.232          7        640:  13%|█▎        | 66/519 [00:32<02:54,  2.60it/s]
      26/80      0.94G     0.9876      1.593     0.6828       1.23         12        640:  13%|█▎        | 66/519 [00:32<02:54,  2.60it/s]
      26/80      0.94G     0.9876      1.593     0.6828       1.23         12        640:  13%|█▎        | 67/519 [00:32<02:26,  3.09it/s]
      26/80      0.94G     0.9929      1.604     0.6857      1.235         12        640:  13%|█▎        | 67/519 [00:33<02:26,  3.09it/s]
      26/80      0.94G     0.9929      1.604     0.6857      1.235         12        640:  13%|█▎        | 68/519 [00:33<04:13,  1.78it/s]
      26/80      0.94G      0.989      1.603     0.6827      1.234         10        640:  13%|█▎        | 68/519 [00:33<04:13,  1.78it/s]
      26/80      0.94G      0.989      1.603     0.6827      1.234         10        640:  13%|█▎        | 69/519 [00:33<03:30,  2.14it/s]
      26/80      0.94G     0.9847      1.599     0.6788       1.23         11        640:  13%|█▎        | 69/519 [00:34<03:30,  2.14it/s]
      26/80      0.94G     0.9847      1.599     0.6788       1.23         11        640:  13%|█▎        | 70/519 [00:34<02:59,  2.50it/s]
      26/80      0.94G     0.9939      1.602     0.6857      1.236          7        640:  13%|█▎        | 70/519 [00:34<02:59,  2.50it/s]
      26/80      0.94G     0.9939      1.602     0.6857      1.236          7        640:  14%|█▎        | 71/519 [00:34<02:40,  2.79it/s]
      26/80      0.94G     0.9923      1.603     0.6851      1.237         10        640:  14%|█▎        | 71/519 [00:35<02:40,  2.79it/s]
      26/80      0.94G     0.9923      1.603     0.6851      1.237         10        640:  14%|█▍        | 72/519 [00:35<05:08,  1.45it/s]
      26/80      0.94G     0.9934      1.604     0.6837      1.238         11        640:  14%|█▍        | 72/519 [00:36<05:08,  1.45it/s]
      26/80      0.94G     0.9934      1.604     0.6837      1.238         11        640:  14%|█▍        | 73/519 [00:36<04:05,  1.81it/s]
      26/80      0.94G     0.9967      1.603     0.6904      1.239          9        640:  14%|█▍        | 73/519 [00:36<04:05,  1.81it/s]
      26/80      0.94G     0.9967      1.603     0.6904      1.239          9        640:  14%|█▍        | 74/519 [00:36<03:25,  2.17it/s]
      26/80      0.94G     0.9965      1.598      0.689      1.238          8        640:  14%|█▍        | 74/519 [00:36<03:25,  2.17it/s]
      26/80      0.94G     0.9965      1.598      0.689      1.238          8        640:  14%|█▍        | 75/519 [00:36<03:05,  2.40it/s]
      26/80      0.94G     0.9977      1.603      0.693       1.24          7        640:  14%|█▍        | 75/519 [00:37<03:05,  2.40it/s]
      26/80      0.94G     0.9977      1.603      0.693       1.24          7        640:  15%|█▍        | 76/519 [00:37<04:16,  1.73it/s]
      26/80      0.94G     0.9937      1.601     0.6931      1.242          7        640:  15%|█▍        | 76/519 [00:37<04:16,  1.73it/s]
      26/80      0.94G     0.9937      1.601     0.6931      1.242          7        640:  15%|█▍        | 77/519 [00:37<03:28,  2.12it/s]
      26/80      0.94G     0.9964      1.603     0.6921      1.245          9        640:  15%|█▍        | 77/519 [00:38<03:28,  2.12it/s]
      26/80      0.94G     0.9964      1.603     0.6921      1.245          9        640:  15%|█▌        | 78/519 [00:38<03:09,  2.33it/s]
      26/80      0.94G     0.9983      1.605     0.6917      1.246         14        640:  15%|█▌        | 78/519 [00:38<03:09,  2.33it/s]
      26/80      0.94G     0.9983      1.605     0.6917      1.246         14        640:  15%|█▌        | 79/519 [00:38<02:46,  2.64it/s]
      26/80      0.94G     0.9955      1.603      0.689      1.243         12        640:  15%|█▌        | 79/519 [00:39<02:46,  2.64it/s]
      26/80      0.94G     0.9955      1.603      0.689      1.243         12        640:  15%|█▌        | 80/519 [00:39<03:14,  2.25it/s]
      26/80      0.94G     0.9937        1.6     0.6878      1.241         12        640:  15%|█▌        | 80/519 [00:39<03:14,  2.25it/s]
      26/80      0.94G     0.9937        1.6     0.6878      1.241         12        640:  16%|█▌        | 81/519 [00:39<02:50,  2.57it/s]
      26/80      0.94G     0.9947      1.607     0.6936      1.243          8        640:  16%|█▌        | 81/519 [00:39<02:50,  2.57it/s]
      26/80      0.94G     0.9947      1.607     0.6936      1.243          8        640:  16%|█▌        | 82/519 [00:39<02:27,  2.97it/s]
      26/80      0.94G     0.9943      1.606      0.694      1.244         11        640:  16%|█▌        | 82/519 [00:40<02:27,  2.97it/s]
      26/80      0.94G     0.9943      1.606      0.694      1.244         11        640:  16%|█▌        | 83/519 [00:40<04:00,  1.82it/s]
      26/80      0.94G     0.9944      1.611     0.6935      1.245         14        640:  16%|█▌        | 83/519 [00:41<04:00,  1.82it/s]
      26/80      0.94G     0.9944      1.611     0.6935      1.245         14        640:  16%|█▌        | 84/519 [00:41<04:04,  1.78it/s]
      26/80      0.94G     0.9919      1.609     0.6909      1.243         11        640:  16%|█▌        | 84/519 [00:41<04:04,  1.78it/s]
      26/80      0.94G     0.9919      1.609     0.6909      1.243         11        640:  16%|█▋        | 85/519 [00:41<03:21,  2.15it/s]
      26/80      0.94G     0.9894      1.602     0.6876      1.242         10        640:  16%|█▋        | 85/519 [00:41<03:21,  2.15it/s]
      26/80      0.94G     0.9894      1.602     0.6876      1.242         10        640:  17%|█▋        | 86/519 [00:41<02:48,  2.58it/s]
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      26/80      0.94G      1.003      1.634     0.6834      1.254         10        640:  29%|██▉       | 152/519 [01:11<04:03,  1.51it/s]
      26/80      0.94G      1.002      1.635     0.6833      1.254          7        640:  29%|██▉       | 152/519 [01:12<04:03,  1.51it/s]
      26/80      0.94G      1.002      1.635     0.6833      1.254          7        640:  29%|██▉       | 153/519 [01:12<03:06,  1.96it/s]
      26/80      0.94G      1.002      1.633     0.6824      1.254         10        640:  29%|██▉       | 153/519 [01:12<03:06,  1.96it/s]
      26/80      0.94G      1.002      1.633     0.6824      1.254         10        640:  30%|██▉       | 154/519 [01:12<02:28,  2.46it/s]
      26/80      0.94G      1.001      1.631      0.681      1.254         10        640:  30%|██▉       | 154/519 [01:12<02:28,  2.46it/s]
      26/80      0.94G      1.001      1.631      0.681      1.254         10        640:  30%|██▉       | 155/519 [01:12<02:08,  2.83it/s]
      26/80      0.94G     0.9998      1.631      0.681      1.254         11        640:  30%|██▉       | 155/519 [01:13<02:08,  2.83it/s]
      26/80      0.94G     0.9998      1.631      0.681      1.254         11        640:  30%|███       | 156/519 [01:13<03:06,  1.95it/s]
      26/80      0.94G      1.001      1.634     0.6815      1.255          7        640:  30%|███       | 156/519 [01:13<03:06,  1.95it/s]
      26/80      0.94G      1.001      1.634     0.6815      1.255          7        640:  30%|███       | 157/519 [01:13<02:36,  2.32it/s]
      26/80      0.94G          1      1.632     0.6806      1.254         11        640:  30%|███       | 157/519 [01:13<02:36,  2.32it/s]
      26/80      0.94G          1      1.632     0.6806      1.254         11        640:  30%|███       | 158/519 [01:13<02:21,  2.55it/s]
      26/80      0.94G          1      1.631     0.6801      1.254          7        640:  30%|███       | 158/519 [01:13<02:21,  2.55it/s]
      26/80      0.94G          1      1.631     0.6801      1.254          7        640:  31%|███       | 159/519 [01:13<01:50,  3.25it/s]
      26/80      0.94G     0.9995      1.629     0.6789      1.254          9        640:  31%|███       | 159/519 [01:15<01:50,  3.25it/s]
      26/80      0.94G     0.9995      1.629     0.6789      1.254          9        640:  31%|███       | 160/519 [01:15<03:11,  1.88it/s]
      26/80      0.94G      1.001      1.631     0.6779      1.256          6        640:  31%|███       | 160/519 [01:15<03:11,  1.88it/s]
      26/80      0.94G      1.001      1.631     0.6779      1.256          6        640:  31%|███       | 161/519 [01:15<02:57,  2.02it/s]
      26/80      0.94G          1      1.628     0.6773      1.255         11        640:  31%|███       | 161/519 [01:15<02:57,  2.02it/s]
      26/80      0.94G          1      1.628     0.6773      1.255         11        640:  31%|███       | 162/519 [01:15<02:29,  2.39it/s]
      26/80      0.94G      1.002       1.63     0.6778      1.256          6        640:  31%|███       | 162/519 [01:15<02:29,  2.39it/s]
      26/80      0.94G      1.002       1.63     0.6778      1.256          6        640:  31%|███▏      | 163/519 [01:15<02:12,  2.69it/s]
      26/80      0.94G      1.002      1.629     0.6773      1.256          9        640:  31%|███▏      | 163/519 [01:17<02:12,  2.69it/s]
      26/80      0.94G      1.002      1.629     0.6773      1.256          9        640:  32%|███▏      | 164/519 [01:17<03:50,  1.54it/s]
      26/80      0.94G      1.002      1.629     0.6797      1.255         10        640:  32%|███▏      | 164/519 [01:17<03:50,  1.54it/s]
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      26/80      0.94G      1.001       1.63     0.6808      1.254          8        640:  32%|███▏      | 165/519 [01:17<03:03,  1.93it/s]
      26/80      0.94G      1.001       1.63     0.6808      1.254          8        640:  32%|███▏      | 166/519 [01:17<02:28,  2.37it/s]
      26/80      0.94G      1.001      1.629       0.68      1.253         10        640:  32%|███▏      | 166/519 [01:17<02:28,  2.37it/s]
      26/80      0.94G      1.001      1.629       0.68      1.253         10        640:  32%|███▏      | 167/519 [01:17<02:09,  2.72it/s]
      26/80      0.94G      1.001      1.628     0.6801      1.253         10        640:  32%|███▏      | 167/519 [01:18<02:09,  2.72it/s]
      26/80      0.94G      1.001      1.628     0.6801      1.253         10        640:  32%|███▏      | 168/519 [01:18<03:04,  1.91it/s]
      26/80      0.94G     0.9988      1.624     0.6791      1.252          8        640:  32%|███▏      | 168/519 [01:19<03:04,  1.91it/s]
      26/80      0.94G     0.9988      1.624     0.6791      1.252          8        640:  33%|███▎      | 169/519 [01:19<02:52,  2.03it/s]
      26/80      0.94G     0.9998      1.625     0.6794      1.253         13        640:  33%|███▎      | 169/519 [01:19<02:52,  2.03it/s]
      26/80      0.94G     0.9998      1.625     0.6794      1.253         13        640:  33%|███▎      | 170/519 [01:19<02:20,  2.49it/s]
      26/80      0.94G     0.9998      1.626     0.6788      1.253          8        640:  33%|███▎      | 170/519 [01:19<02:20,  2.49it/s]
      26/80      0.94G     0.9998      1.626     0.6788      1.253          8        640:  33%|███▎      | 171/519 [01:19<01:58,  2.95it/s]
      26/80      0.94G          1      1.625     0.6785      1.253          9        640:  33%|███▎      | 171/519 [01:20<01:58,  2.95it/s]
      26/80      0.94G          1      1.625     0.6785      1.253          9        640:  33%|███▎      | 172/519 [01:20<02:52,  2.01it/s]
      26/80      0.94G      0.997      1.621     0.6765      1.251          5        640:  33%|███▎      | 172/519 [01:20<02:52,  2.01it/s]
      26/80      0.94G      0.997      1.621     0.6765      1.251          5        640:  33%|███▎      | 173/519 [01:20<02:18,  2.49it/s]
      26/80      0.94G     0.9956      1.619     0.6751       1.25         11        640:  33%|███▎      | 173/519 [01:20<02:18,  2.49it/s]
      26/80      0.94G     0.9956      1.619     0.6751       1.25         11        640:  34%|███▎      | 174/519 [01:20<02:08,  2.68it/s]
      26/80      0.94G      0.995       1.62     0.6745      1.249         12        640:  34%|███▎      | 174/519 [01:21<02:08,  2.68it/s]
      26/80      0.94G      0.995       1.62     0.6745      1.249         12        640:  34%|███▎      | 175/519 [01:21<01:56,  2.94it/s]
      26/80      0.94G     0.9934      1.622     0.6738      1.249          8        640:  34%|███▎      | 175/519 [01:22<01:56,  2.94it/s]
      26/80      0.94G     0.9934      1.622     0.6738      1.249          8        640:  34%|███▍      | 176/519 [01:22<03:08,  1.82it/s]
      26/80      0.94G     0.9948      1.623     0.6769       1.25          8        640:  34%|███▍      | 176/519 [01:22<03:08,  1.82it/s]
      26/80      0.94G     0.9948      1.623     0.6769       1.25          8        640:  34%|███▍      | 177/519 [01:22<02:57,  1.93it/s]
      26/80      0.94G     0.9936       1.62     0.6768       1.25         10        640:  34%|███▍      | 177/519 [01:22<02:57,  1.93it/s]
      26/80      0.94G     0.9936       1.62     0.6768       1.25         10        640:  34%|███▍      | 178/519 [01:22<02:26,  2.33it/s]
      26/80      0.94G     0.9945      1.621      0.677       1.25          6        640:  34%|███▍      | 178/519 [01:23<02:26,  2.33it/s]
      26/80      0.94G     0.9945      1.621      0.677       1.25          6        640:  34%|███▍      | 179/519 [01:23<02:07,  2.68it/s]
      26/80      0.94G     0.9957      1.622     0.6776       1.25         10        640:  34%|███▍      | 179/519 [01:24<02:07,  2.68it/s]
      26/80      0.94G     0.9957      1.622     0.6776       1.25         10        640:  35%|███▍      | 180/519 [01:24<03:32,  1.59it/s]
      26/80      0.94G     0.9969      1.621     0.6778       1.25          9        640:  35%|███▍      | 180/519 [01:25<03:32,  1.59it/s]
      26/80      0.94G     0.9969      1.621     0.6778       1.25          9        640:  35%|███▍      | 181/519 [01:25<03:50,  1.47it/s]
      26/80      0.94G     0.9961       1.62     0.6775      1.251          8        640:  35%|███▍      | 181/519 [01:25<03:50,  1.47it/s]
      26/80      0.94G     0.9961       1.62     0.6775      1.251          8        640:  35%|███▌      | 182/519 [01:25<03:00,  1.86it/s]
      26/80      0.94G      0.995      1.617     0.6764       1.25         12        640:  35%|███▌      | 182/519 [01:25<03:00,  1.86it/s]
      26/80      0.94G      0.995      1.617     0.6764       1.25         12        640:  35%|███▌      | 183/519 [01:25<02:30,  2.24it/s]
      26/80      0.94G     0.9945      1.616     0.6763       1.25         12        640:  35%|███▌      | 183/519 [01:25<02:30,  2.24it/s]
      26/80      0.94G     0.9945      1.616     0.6763       1.25         12        640:  35%|███▌      | 184/519 [01:25<02:11,  2.55it/s]
      26/80      0.94G     0.9943      1.613     0.6753      1.249          7        640:  35%|███▌      | 184/519 [01:27<02:11,  2.55it/s]
      26/80      0.94G     0.9943      1.613     0.6753      1.249          7        640:  36%|███▌      | 185/519 [01:27<04:01,  1.38it/s]
      26/80      0.94G     0.9942      1.613     0.6745       1.25          8        640:  36%|███▌      | 185/519 [01:27<04:01,  1.38it/s]
      26/80      0.94G     0.9942      1.613     0.6745       1.25          8        640:  36%|███▌      | 186/519 [01:27<03:11,  1.74it/s]
      26/80      0.94G     0.9934      1.613      0.674       1.25         10        640:  36%|███▌      | 186/519 [01:27<03:11,  1.74it/s]
      26/80      0.94G     0.9934      1.613      0.674       1.25         10        640:  36%|███▌      | 187/519 [01:27<02:36,  2.13it/s]
      26/80      0.94G     0.9935      1.613     0.6735      1.249         14        640:  36%|███▌      | 187/519 [01:28<02:36,  2.13it/s]
      26/80      0.94G     0.9935      1.613     0.6735      1.249         14        640:  36%|███▌      | 188/519 [01:28<02:13,  2.48it/s]
      26/80      0.94G     0.9927      1.613     0.6728      1.249         10        640:  36%|███▌      | 188/519 [01:29<02:13,  2.48it/s]
      26/80      0.94G     0.9927      1.613     0.6728      1.249         10        640:  36%|███▋      | 189/519 [01:29<03:11,  1.73it/s]
      26/80      0.94G      0.994      1.616     0.6742       1.25         11        640:  36%|███▋      | 189/519 [01:29<03:11,  1.73it/s]
      26/80      0.94G      0.994      1.616     0.6742       1.25         11        640:  37%|███▋      | 190/519 [01:29<02:43,  2.01it/s]
      26/80      0.94G     0.9951      1.617      0.675      1.251         14        640:  37%|███▋      | 190/519 [01:29<02:43,  2.01it/s]
      26/80      0.94G     0.9951      1.617      0.675      1.251         14        640:  37%|███▋      | 191/519 [01:29<02:18,  2.37it/s]
      26/80      0.94G     0.9943      1.616     0.6743      1.251         10        640:  37%|███▋      | 191/519 [01:30<02:18,  2.37it/s]
      26/80      0.94G     0.9943      1.616     0.6743      1.251         10        640:  37%|███▋      | 192/519 [01:30<02:39,  2.05it/s]
      26/80      0.94G     0.9935      1.613     0.6732      1.252          9        640:  37%|███▋      | 192/519 [01:31<02:39,  2.05it/s]
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      26/80      0.94G     0.9925      1.614     0.6729      1.251         12        640:  37%|███▋      | 193/519 [01:31<03:05,  1.76it/s]
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      26/80      0.94G     0.9935      1.613     0.6734      1.252         11        640:  37%|███▋      | 194/519 [01:31<02:30,  2.15it/s]
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      26/80      0.94G     0.9929      1.613     0.6727      1.251         11        640:  38%|███▊      | 195/519 [01:31<02:12,  2.45it/s]
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      26/80      0.94G     0.9921      1.611     0.6725       1.25         11        640:  38%|███▊      | 196/519 [01:32<01:51,  2.89it/s]
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      26/80      0.94G     0.9912       1.61     0.6723       1.25          9        640:  38%|███▊      | 197/519 [01:32<02:31,  2.13it/s]
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      26/80      0.94G     0.9909      1.609     0.6718      1.249         13        640:  38%|███▊      | 198/519 [01:32<02:04,  2.58it/s]
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      26/80      0.94G     0.9911      1.607     0.6712      1.249         11        640:  38%|███▊      | 199/519 [01:33<01:50,  2.88it/s]
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      26/80      0.94G     0.9902      1.607      0.671      1.249          8        640:  39%|███▊      | 200/519 [01:34<02:38,  2.01it/s]
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      26/80      0.94G     0.9902      1.608     0.6709      1.249         10        640:  39%|███▊      | 201/519 [01:34<03:11,  1.66it/s]
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      26/80      0.94G     0.9921      1.611     0.6742      1.249          8        640:  39%|███▉      | 204/519 [01:36<01:54,  2.75it/s]
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      26/80      0.94G     0.9921      1.613     0.6752      1.249         12        640:  39%|███▉      | 205/519 [01:37<03:33,  1.47it/s]
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      26/80      0.94G     0.9923      1.615     0.6742       1.25          7        640:  40%|███▉      | 206/519 [01:37<02:59,  1.74it/s]
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      26/80      0.94G     0.9931      1.615     0.6741      1.251         12        640:  40%|████      | 208/519 [01:38<02:04,  2.49it/s]
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      26/80      0.94G     0.9937      1.615     0.6741       1.25          8        640:  40%|████      | 209/519 [01:38<02:18,  2.23it/s]
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      26/80      0.94G     0.9931      1.613     0.6736       1.25         12        640:  40%|████      | 210/519 [01:38<02:28,  2.08it/s]
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      26/80      0.94G     0.9917      1.612     0.6735      1.249          8        640:  41%|████      | 211/519 [01:39<02:04,  2.48it/s]
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      26/80      0.94G     0.9932      1.614     0.6732      1.251          7        640:  41%|████      | 212/519 [01:39<01:47,  2.86it/s]
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      26/80      0.94G     0.9914      1.612     0.6721       1.25          8        640:  41%|████      | 213/519 [01:40<01:36,  3.17it/s]
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      26/80      0.94G     0.9915      1.611     0.6712       1.25         12        640:  41%|████      | 214/519 [01:41<03:12,  1.58it/s]
      26/80      0.94G     0.9915      1.611     0.6712       1.25         12        640:  41%|████▏     | 215/519 [01:41<02:41,  1.88it/s]
      26/80      0.94G     0.9922      1.609     0.6704      1.251          5        640:  41%|████▏     | 215/519 [01:41<02:41,  1.88it/s]
      26/80      0.94G     0.9922      1.609     0.6704      1.251          5        640:  42%|████▏     | 216/519 [01:41<02:10,  2.32it/s]
      26/80      0.94G     0.9916      1.608     0.6701       1.25         16        640:  42%|████▏     | 216/519 [01:41<02:10,  2.32it/s]
      26/80      0.94G     0.9916      1.608     0.6701       1.25         16        640:  42%|████▏     | 217/519 [01:41<01:57,  2.58it/s]
      26/80      0.94G     0.9907      1.608     0.6694      1.249         11        640:  42%|████▏     | 217/519 [01:42<01:57,  2.58it/s]
      26/80      0.94G     0.9907      1.608     0.6694      1.249         11        640:  42%|████▏     | 218/519 [01:42<02:43,  1.84it/s]
      26/80      0.94G       0.99      1.609     0.6693      1.249         11        640:  42%|████▏     | 218/519 [01:42<02:43,  1.84it/s]
      26/80      0.94G       0.99      1.609     0.6693      1.249         11        640:  42%|████▏     | 219/519 [01:42<02:12,  2.27it/s]
      26/80      0.94G     0.9905      1.608     0.6689       1.25          6        640:  42%|████▏     | 219/519 [01:42<02:12,  2.27it/s]
      26/80      0.94G     0.9905      1.608     0.6689       1.25          6        640:  42%|████▏     | 220/519 [01:42<01:49,  2.72it/s]
      26/80      0.94G     0.9918      1.613     0.6689      1.251         10        640:  42%|████▏     | 220/519 [01:43<01:49,  2.72it/s]
      26/80      0.94G     0.9918      1.613     0.6689      1.251         10        640:  43%|████▎     | 221/519 [01:43<01:46,  2.81it/s]
      26/80      0.94G     0.9925      1.619     0.6683      1.251          9        640:  43%|████▎     | 221/519 [01:43<01:46,  2.81it/s]
      26/80      0.94G     0.9925      1.619     0.6683      1.251          9        640:  43%|████▎     | 222/519 [01:43<02:30,  1.98it/s]
      26/80      0.94G     0.9926      1.618     0.6681      1.251         12        640:  43%|████▎     | 222/519 [01:44<02:30,  1.98it/s]
      26/80      0.94G     0.9926      1.618     0.6681      1.251         12        640:  43%|████▎     | 223/519 [01:44<02:07,  2.33it/s]
      26/80      0.94G     0.9929      1.619      0.668      1.251         12        640:  43%|████▎     | 223/519 [01:44<02:07,  2.33it/s]
      26/80      0.94G     0.9929      1.619      0.668      1.251         12        640:  43%|████▎     | 224/519 [01:44<01:53,  2.59it/s]
      26/80      0.94G     0.9935      1.619     0.6683      1.251          7        640:  43%|████▎     | 224/519 [01:44<01:53,  2.59it/s]
      26/80      0.94G     0.9935      1.619     0.6683      1.251          7        640:  43%|████▎     | 225/519 [01:44<01:39,  2.96it/s]
      26/80      0.94G     0.9934      1.619     0.6682      1.252         10        640:  43%|████▎     | 225/519 [01:45<01:39,  2.96it/s]
      26/80      0.94G     0.9934      1.619     0.6682      1.252         10        640:  44%|████▎     | 226/519 [01:45<02:31,  1.93it/s]
      26/80      0.94G     0.9938       1.62     0.6684      1.252          8        640:  44%|████▎     | 226/519 [01:45<02:31,  1.93it/s]
      26/80      0.94G     0.9938       1.62     0.6684      1.252          8        640:  44%|████▎     | 227/519 [01:45<02:03,  2.37it/s]
      26/80      0.94G     0.9955      1.619     0.6682      1.255          8        640:  44%|████▎     | 227/519 [01:46<02:03,  2.37it/s]
      26/80      0.94G     0.9955      1.619     0.6682      1.255          8        640:  44%|████▍     | 228/519 [01:46<01:43,  2.82it/s]
      26/80      0.94G     0.9946       1.62     0.6684      1.254         11        640:  44%|████▍     | 228/519 [01:46<01:43,  2.82it/s]
      26/80      0.94G     0.9946       1.62     0.6684      1.254         11        640:  44%|████▍     | 229/519 [01:46<01:34,  3.08it/s]
      26/80      0.94G     0.9946      1.621     0.6682      1.253          8        640:  44%|████▍     | 229/519 [01:47<01:34,  3.08it/s]
      26/80      0.94G     0.9946      1.621     0.6682      1.253          8        640:  44%|████▍     | 230/519 [01:47<02:45,  1.75it/s]
      26/80      0.94G     0.9954       1.62     0.6689      1.253          8        640:  44%|████▍     | 230/519 [01:47<02:45,  1.75it/s]
      26/80      0.94G     0.9954       1.62     0.6689      1.253          8        640:  45%|████▍     | 231/519 [01:47<02:15,  2.12it/s]
      26/80      0.94G     0.9952      1.621      0.668      1.254          9        640:  45%|████▍     | 231/519 [01:47<02:15,  2.12it/s]
      26/80      0.94G     0.9952      1.621      0.668      1.254          9        640:  45%|████▍     | 232/519 [01:47<01:49,  2.63it/s]
      26/80      0.94G     0.9934      1.621     0.6682      1.253          8        640:  45%|████▍     | 232/519 [01:48<01:49,  2.63it/s]
      26/80      0.94G     0.9934      1.621     0.6682      1.253          8        640:  45%|████▍     | 233/519 [01:48<01:37,  2.94it/s]
      26/80      0.94G     0.9918      1.618     0.6672      1.252         10        640:  45%|████▍     | 233/519 [01:49<01:37,  2.94it/s]
      26/80      0.94G     0.9918      1.618     0.6672      1.252         10        640:  45%|████▌     | 234/519 [01:49<02:24,  1.97it/s]
      26/80      0.94G     0.9924      1.619     0.6673      1.251         12        640:  45%|████▌     | 234/519 [01:49<02:24,  1.97it/s]
      26/80      0.94G     0.9924      1.619     0.6673      1.251         12        640:  45%|████▌     | 235/519 [01:49<02:02,  2.32it/s]
      26/80      0.94G      0.993       1.62     0.6681      1.252         10        640:  45%|████▌     | 235/519 [01:49<02:02,  2.32it/s]
      26/80      0.94G      0.993       1.62     0.6681      1.252         10        640:  45%|████▌     | 236/519 [01:49<01:44,  2.72it/s]
      26/80      0.94G     0.9933      1.622     0.6696      1.252         11        640:  45%|████▌     | 236/519 [01:49<01:44,  2.72it/s]
      26/80      0.94G     0.9933      1.622     0.6696      1.252         11        640:  46%|████▌     | 237/519 [01:49<01:33,  3.02it/s]
      26/80      0.94G     0.9935      1.624     0.6708      1.252         13        640:  46%|████▌     | 237/519 [01:50<01:33,  3.02it/s]
      26/80      0.94G     0.9935      1.624     0.6708      1.252         13        640:  46%|████▌     | 238/519 [01:50<02:22,  1.97it/s]
      26/80      0.94G     0.9925      1.623     0.6702      1.251          9        640:  46%|████▌     | 238/519 [01:50<02:22,  1.97it/s]
      26/80      0.94G     0.9925      1.623     0.6702      1.251          9        640:  46%|████▌     | 239/519 [01:50<02:05,  2.24it/s]
      26/80      0.94G      0.992      1.622       0.67      1.251         12        640:  46%|████▌     | 239/519 [01:51<02:05,  2.24it/s]
      26/80      0.94G      0.992      1.622       0.67      1.251         12        640:  46%|████▌     | 240/519 [01:51<01:44,  2.67it/s]
      26/80      0.94G     0.9925       1.62     0.6698      1.251         13        640:  46%|████▌     | 240/519 [01:51<01:44,  2.67it/s]
      26/80      0.94G     0.9925       1.62     0.6698      1.251         13        640:  46%|████▋     | 241/519 [01:51<01:34,  2.93it/s]
      26/80      0.94G     0.9927      1.622     0.6702      1.252         10        640:  46%|████▋     | 241/519 [01:52<01:34,  2.93it/s]
      26/80      0.94G     0.9927      1.622     0.6702      1.252         10        640:  47%|████▋     | 242/519 [01:52<02:03,  2.23it/s]
      26/80      0.94G     0.9921      1.623     0.6693      1.251         11        640:  47%|████▋     | 242/519 [01:52<02:03,  2.23it/s]
      26/80      0.94G     0.9921      1.623     0.6693      1.251         11        640:  47%|████▋     | 243/519 [01:52<01:50,  2.49it/s]
      26/80      0.94G     0.9923      1.624     0.6687      1.251         10        640:  47%|████▋     | 243/519 [01:52<01:50,  2.49it/s]
      26/80      0.94G     0.9923      1.624     0.6687      1.251         10        640:  47%|████▋     | 244/519 [01:52<02:02,  2.25it/s]
      26/80      0.94G     0.9914      1.624     0.6681       1.25         13        640:  47%|████▋     | 244/519 [01:53<02:02,  2.25it/s]
      26/80      0.94G     0.9914      1.624     0.6681       1.25         13        640:  47%|████▋     | 245/519 [01:53<01:44,  2.62it/s]
      26/80      0.94G     0.9911      1.625     0.6699       1.25          7        640:  47%|████▋     | 245/519 [01:53<01:44,  2.62it/s]
      26/80      0.94G     0.9911      1.625     0.6699       1.25          7        640:  47%|████▋     | 246/519 [01:53<01:34,  2.90it/s]
      26/80      0.94G     0.9904      1.624     0.6699       1.25          9        640:  47%|████▋     | 246/519 [01:53<01:34,  2.90it/s]
      26/80      0.94G     0.9904      1.624     0.6699       1.25          9        640:  48%|████▊     | 247/519 [01:53<01:47,  2.53it/s]
      26/80      0.94G     0.9906      1.625     0.6698       1.25         11        640:  48%|████▊     | 247/519 [01:54<01:47,  2.53it/s]
      26/80      0.94G     0.9906      1.625     0.6698       1.25         11        640:  48%|████▊     | 248/519 [01:54<02:14,  2.01it/s]
      26/80      0.94G     0.9908      1.623     0.6696      1.251         11        640:  48%|████▊     | 248/519 [01:54<02:14,  2.01it/s]
      26/80      0.94G     0.9908      1.623     0.6696      1.251         11        640:  48%|████▊     | 249/519 [01:54<01:51,  2.41it/s]
      26/80      0.94G     0.9909      1.623     0.6691      1.251         11        640:  48%|████▊     | 249/519 [01:55<01:51,  2.41it/s]
      26/80      0.94G     0.9909      1.623     0.6691      1.251         11        640:  48%|████▊     | 250/519 [01:55<01:47,  2.51it/s]
      26/80      0.94G      0.992      1.622     0.6707      1.253          8        640:  48%|████▊     | 250/519 [01:55<01:47,  2.51it/s]
      26/80      0.94G      0.992      1.622     0.6707      1.253          8        640:  48%|████▊     | 251/519 [01:55<01:57,  2.29it/s]
      26/80      0.94G     0.9911       1.62     0.6705      1.252          6        640:  48%|████▊     | 251/519 [01:56<01:57,  2.29it/s]
      26/80      0.94G     0.9911       1.62     0.6705      1.252          6        640:  49%|████▊     | 252/519 [01:56<01:44,  2.55it/s]
      26/80      0.94G     0.9893      1.618     0.6695      1.251          6        640:  49%|████▊     | 252/519 [01:56<01:44,  2.55it/s]
      26/80      0.94G     0.9893      1.618     0.6695      1.251          6        640:  49%|████▊     | 253/519 [01:56<01:29,  2.96it/s]
      26/80      0.94G     0.9896      1.621     0.6697      1.252         10        640:  49%|████▊     | 253/519 [01:57<01:29,  2.96it/s]
      26/80      0.94G     0.9896      1.621     0.6697      1.252         10        640:  49%|████▉     | 254/519 [01:57<02:04,  2.13it/s]
      26/80      0.94G     0.9899       1.62      0.669      1.252         10        640:  49%|████▉     | 254/519 [01:57<02:04,  2.13it/s]
      26/80      0.94G     0.9899       1.62      0.669      1.252         10        640:  49%|████▉     | 255/519 [01:57<02:20,  1.88it/s]
      26/80      0.94G       0.99      1.621     0.6688      1.252         10        640:  49%|████▉     | 255/519 [01:58<02:20,  1.88it/s]
      26/80      0.94G       0.99      1.621     0.6688      1.252         10        640:  49%|████▉     | 256/519 [01:58<01:58,  2.21it/s]
      26/80      0.94G     0.9902      1.621     0.6681      1.253         15        640:  49%|████▉     | 256/519 [01:58<01:58,  2.21it/s]
      26/80      0.94G     0.9902      1.621     0.6681      1.253         15        640:  50%|████▉     | 257/519 [01:58<01:44,  2.51it/s]
      26/80      0.94G     0.9902      1.622     0.6674      1.253          8        640:  50%|████▉     | 257/519 [01:58<01:44,  2.51it/s]
      26/80      0.94G     0.9902      1.622     0.6674      1.253          8        640:  50%|████▉     | 258/519 [01:58<01:30,  2.90it/s]
      26/80      0.94G     0.9906      1.622     0.6699      1.253          9        640:  50%|████▉     | 258/519 [01:59<01:30,  2.90it/s]
      26/80      0.94G     0.9906      1.622     0.6699      1.253          9        640:  50%|████▉     | 259/519 [01:59<02:44,  1.58it/s]
      26/80      0.94G     0.9895      1.621     0.6691      1.252          9        640:  50%|████▉     | 259/519 [02:00<02:44,  1.58it/s]
      26/80      0.94G     0.9895      1.621     0.6691      1.252          9        640:  50%|█████     | 260/519 [02:00<02:17,  1.88it/s]
      26/80      0.94G     0.9913      1.624     0.6698      1.253          8        640:  50%|█████     | 260/519 [02:00<02:17,  1.88it/s]
      26/80      0.94G     0.9913      1.624     0.6698      1.253          8        640:  50%|█████     | 261/519 [02:00<01:50,  2.33it/s]
      26/80      0.94G     0.9927      1.627     0.6709      1.254         11        640:  50%|█████     | 261/519 [02:00<01:50,  2.33it/s]
      26/80      0.94G     0.9927      1.627     0.6709      1.254         11        640:  50%|█████     | 262/519 [02:00<01:35,  2.69it/s]
      26/80      0.94G     0.9925      1.627     0.6708      1.254          9        640:  50%|█████     | 262/519 [02:01<01:35,  2.69it/s]
      26/80      0.94G     0.9925      1.627     0.6708      1.254          9        640:  51%|█████     | 263/519 [02:01<02:04,  2.06it/s]
      26/80      0.94G     0.9936      1.627     0.6719      1.254         14        640:  51%|█████     | 263/519 [02:01<02:04,  2.06it/s]
      26/80      0.94G     0.9936      1.627     0.6719      1.254         14        640:  51%|█████     | 264/519 [02:01<02:00,  2.11it/s]
      26/80      0.94G     0.9929      1.627     0.6711      1.254         14        640:  51%|█████     | 264/519 [02:01<02:00,  2.11it/s]
      26/80      0.94G     0.9929      1.627     0.6711      1.254         14        640:  51%|█████     | 265/519 [02:01<01:37,  2.61it/s]
      26/80      0.94G     0.9924      1.626     0.6708      1.254         12        640:  51%|█████     | 265/519 [02:02<01:37,  2.61it/s]
      26/80      0.94G     0.9924      1.626     0.6708      1.254         12        640:  51%|█████▏    | 266/519 [02:02<01:49,  2.30it/s]
      26/80      0.94G     0.9917      1.625     0.6701      1.253         12        640:  51%|█████▏    | 266/519 [02:03<01:49,  2.30it/s]
      26/80      0.94G     0.9917      1.625     0.6701      1.253         12        640:  51%|█████▏    | 267/519 [02:03<02:32,  1.65it/s]
      26/80      0.94G     0.9913      1.623     0.6705      1.253          9        640:  51%|█████▏    | 267/519 [02:03<02:32,  1.65it/s]
      26/80      0.94G     0.9913      1.623     0.6705      1.253          9        640:  52%|█████▏    | 268/519 [02:03<02:03,  2.04it/s]
      26/80      0.94G     0.9911      1.621     0.6699      1.253         12        640:  52%|█████▏    | 268/519 [02:03<02:03,  2.04it/s]
      26/80      0.94G     0.9911      1.621     0.6699      1.253         12        640:  52%|█████▏    | 269/519 [02:03<01:43,  2.41it/s]
      26/80      0.94G     0.9913      1.622       0.67      1.253         11        640:  52%|█████▏    | 269/519 [02:04<01:43,  2.41it/s]
      26/80      0.94G     0.9913      1.622       0.67      1.253         11        640:  52%|█████▏    | 270/519 [02:04<01:51,  2.23it/s]
      26/80      0.94G     0.9913       1.62     0.6698      1.252          6        640:  52%|█████▏    | 270/519 [02:05<01:51,  2.23it/s]
      26/80      0.94G     0.9913       1.62     0.6698      1.252          6        640:  52%|█████▏    | 271/519 [02:05<02:43,  1.51it/s]
      26/80      0.94G     0.9916      1.619     0.6695      1.252         11        640:  52%|█████▏    | 271/519 [02:05<02:43,  1.51it/s]
      26/80      0.94G     0.9916      1.619     0.6695      1.252         11        640:  52%|█████▏    | 272/519 [02:05<02:10,  1.89it/s]
      26/80      0.94G     0.9911      1.619     0.6695      1.252         14        640:  52%|█████▏    | 272/519 [02:06<02:10,  1.89it/s]
      26/80      0.94G     0.9911      1.619     0.6695      1.252         14        640:  53%|█████▎    | 273/519 [02:06<01:50,  2.23it/s]
      26/80      0.94G     0.9929      1.621     0.6698      1.254          7        640:  53%|█████▎    | 273/519 [02:06<01:50,  2.23it/s]
      26/80      0.94G     0.9929      1.621     0.6698      1.254          7        640:  53%|█████▎    | 274/519 [02:06<01:34,  2.58it/s]
      26/80      0.94G     0.9926       1.62      0.669      1.254         10        640:  53%|█████▎    | 274/519 [02:07<01:34,  2.58it/s]
      26/80      0.94G     0.9926       1.62      0.669      1.254         10        640:  53%|█████▎    | 275/519 [02:07<02:29,  1.63it/s]
      26/80      0.94G     0.9919       1.62     0.6682      1.254          9        640:  53%|█████▎    | 275/519 [02:07<02:29,  1.63it/s]
      26/80      0.94G     0.9919       1.62     0.6682      1.254          9        640:  53%|█████▎    | 276/519 [02:07<01:59,  2.04it/s]
      26/80      0.94G     0.9923       1.62     0.6681      1.254          8        640:  53%|█████▎    | 276/519 [02:07<01:59,  2.04it/s]
      26/80      0.94G     0.9923       1.62     0.6681      1.254          8        640:  53%|█████▎    | 277/519 [02:07<01:40,  2.41it/s]
      26/80      0.94G     0.9914      1.618     0.6676      1.253          7        640:  53%|█████▎    | 277/519 [02:08<01:40,  2.41it/s]
      26/80      0.94G     0.9914      1.618     0.6676      1.253          7        640:  54%|█████▎    | 278/519 [02:08<01:29,  2.69it/s]
      26/80      0.94G     0.9914      1.617     0.6679      1.253         10        640:  54%|█████▎    | 278/519 [02:09<01:29,  2.69it/s]
      26/80      0.94G     0.9914      1.617     0.6679      1.253         10        640:  54%|█████▍    | 279/519 [02:09<02:21,  1.70it/s]
      26/80      0.94G     0.9918      1.617      0.668      1.253         13        640:  54%|█████▍    | 279/519 [02:09<02:21,  1.70it/s]
      26/80      0.94G     0.9918      1.617      0.668      1.253         13        640:  54%|█████▍    | 280/519 [02:09<01:49,  2.18it/s]
      26/80      0.94G      0.992      1.616     0.6682      1.254          8        640:  54%|█████▍    | 280/519 [02:09<01:49,  2.18it/s]
      26/80      0.94G      0.992      1.616     0.6682      1.254          8        640:  54%|█████▍    | 281/519 [02:09<01:32,  2.57it/s]
      26/80      0.94G     0.9945      1.618      0.669      1.257          6        640:  54%|█████▍    | 281/519 [02:09<01:32,  2.57it/s]
      26/80      0.94G     0.9945      1.618      0.669      1.257          6        640:  54%|█████▍    | 282/519 [02:09<01:21,  2.90it/s]
      26/80      0.94G     0.9934      1.616     0.6687      1.256         11        640:  54%|█████▍    | 282/519 [02:10<01:21,  2.90it/s]
      26/80      0.94G     0.9934      1.616     0.6687      1.256         11        640:  55%|█████▍    | 283/519 [02:10<02:02,  1.93it/s]
      26/80      0.94G     0.9942      1.619     0.6707      1.257         10        640:  55%|█████▍    | 283/519 [02:11<02:02,  1.93it/s]
      26/80      0.94G     0.9942      1.619     0.6707      1.257         10        640:  55%|█████▍    | 284/519 [02:11<01:39,  2.35it/s]
      26/80      0.94G     0.9968      1.622      0.673      1.259          6        640:  55%|█████▍    | 284/519 [02:11<01:39,  2.35it/s]
      26/80      0.94G     0.9968      1.622      0.673      1.259          6        640:  55%|█████▍    | 285/519 [02:11<01:25,  2.75it/s]
      26/80      0.94G     0.9964       1.62     0.6724      1.259          7        640:  55%|█████▍    | 285/519 [02:11<01:25,  2.75it/s]
      26/80      0.94G     0.9964       1.62     0.6724      1.259          7        640:  55%|█████▌    | 286/519 [02:11<01:21,  2.86it/s]
      26/80      0.94G     0.9958       1.62     0.6718      1.259          8        640:  55%|█████▌    | 286/519 [02:12<01:21,  2.86it/s]
      26/80      0.94G     0.9958       1.62     0.6718      1.259          8        640:  55%|█████▌    | 287/519 [02:12<01:53,  2.05it/s]
      26/80      0.94G     0.9953      1.619     0.6712      1.258         13        640:  55%|█████▌    | 287/519 [02:12<01:53,  2.05it/s]
      26/80      0.94G     0.9953      1.619     0.6712      1.258         13        640:  55%|█████▌    | 288/519 [02:12<01:30,  2.55it/s]
      26/80      0.94G     0.9946      1.618     0.6707      1.258          8        640:  55%|█████▌    | 288/519 [02:12<01:30,  2.55it/s]
      26/80      0.94G     0.9946      1.618     0.6707      1.258          8        640:  56%|█████▌    | 289/519 [02:12<01:17,  2.96it/s]
      26/80      0.94G     0.9948      1.617      0.671      1.258          8        640:  56%|█████▌    | 289/519 [02:13<01:17,  2.96it/s]
      26/80      0.94G     0.9948      1.617      0.671      1.258          8        640:  56%|█████▌    | 290/519 [02:13<01:11,  3.20it/s]
      26/80      0.94G      0.995      1.616     0.6708      1.257         11        640:  56%|█████▌    | 290/519 [02:13<01:11,  3.20it/s]
      26/80      0.94G      0.995      1.616     0.6708      1.257         11        640:  56%|█████▌    | 291/519 [02:13<01:43,  2.20it/s]
      26/80      0.94G     0.9957      1.616     0.6707      1.257          9        640:  56%|█████▌    | 291/519 [02:14<01:43,  2.20it/s]
      26/80      0.94G     0.9957      1.616     0.6707      1.257          9        640:  56%|█████▋    | 292/519 [02:14<01:29,  2.55it/s]
      26/80      0.94G     0.9965      1.616     0.6708      1.257          7        640:  56%|█████▋    | 292/519 [02:14<01:29,  2.55it/s]
      26/80      0.94G     0.9965      1.616     0.6708      1.257          7        640:  56%|█████▋    | 293/519 [02:14<01:19,  2.83it/s]
      26/80      0.94G     0.9968      1.616      0.671      1.256         11        640:  56%|█████▋    | 293/519 [02:14<01:19,  2.83it/s]
      26/80      0.94G     0.9968      1.616      0.671      1.256         11        640:  57%|█████▋    | 294/519 [02:14<01:10,  3.18it/s]
      26/80      0.94G     0.9976      1.615      0.672      1.257          9        640:  57%|█████▋    | 294/519 [02:16<01:10,  3.18it/s]
      26/80      0.94G     0.9976      1.615      0.672      1.257          9        640:  57%|█████▋    | 295/519 [02:16<02:30,  1.48it/s]
      26/80      0.94G     0.9969      1.615     0.6715      1.257         10        640:  57%|█████▋    | 295/519 [02:16<02:30,  1.48it/s]
      26/80      0.94G     0.9969      1.615     0.6715      1.257         10        640:  57%|█████▋    | 296/519 [02:16<01:58,  1.88it/s]
      26/80      0.94G     0.9967      1.617     0.6716      1.257         11        640:  57%|█████▋    | 296/519 [02:16<01:58,  1.88it/s]
      26/80      0.94G     0.9967      1.617     0.6716      1.257         11        640:  57%|█████▋    | 297/519 [02:16<01:35,  2.33it/s]
      26/80      0.94G      0.998      1.617     0.6729      1.258          7        640:  57%|█████▋    | 297/519 [02:16<01:35,  2.33it/s]
      26/80      0.94G      0.998      1.617     0.6729      1.258          7        640:  57%|█████▋    | 298/519 [02:16<01:25,  2.58it/s]
      26/80      0.94G     0.9987      1.619     0.6728      1.258         10        640:  57%|█████▋    | 298/519 [02:17<01:25,  2.58it/s]
      26/80      0.94G     0.9987      1.619     0.6728      1.258         10        640:  58%|█████▊    | 299/519 [02:17<02:18,  1.58it/s]
      26/80      0.94G     0.9995       1.62     0.6742      1.259         13        640:  58%|█████▊    | 299/519 [02:18<02:18,  1.58it/s]
      26/80      0.94G     0.9995       1.62     0.6742      1.259         13        640:  58%|█████▊    | 300/519 [02:18<01:52,  1.95it/s]
      26/80      0.94G          1      1.619     0.6743       1.26         10        640:  58%|█████▊    | 300/519 [02:18<01:52,  1.95it/s]
      26/80      0.94G          1      1.619     0.6743       1.26         10        640:  58%|█████▊    | 301/519 [02:18<01:43,  2.11it/s]
      26/80      0.94G          1      1.619     0.6741       1.26         11        640:  58%|█████▊    | 301/519 [02:18<01:43,  2.11it/s]
      26/80      0.94G          1      1.619     0.6741       1.26         11        640:  58%|█████▊    | 302/519 [02:18<01:34,  2.30it/s]
      26/80      0.94G     0.9998      1.618     0.6742      1.259         11        640:  58%|█████▊    | 302/519 [02:19<01:34,  2.30it/s]
      26/80      0.94G     0.9998      1.618     0.6742      1.259         11        640:  58%|█████▊    | 303/519 [02:19<01:48,  1.99it/s]
      26/80      0.94G      1.001      1.618     0.6746       1.26          7        640:  58%|█████▊    | 303/519 [02:19<01:48,  1.99it/s]
      26/80      0.94G      1.001      1.618     0.6746       1.26          7        640:  59%|█████▊    | 304/519 [02:19<01:29,  2.39it/s]
      26/80      0.94G      1.001      1.617     0.6758       1.26          6        640:  59%|█████▊    | 304/519 [02:20<01:29,  2.39it/s]
      26/80      0.94G      1.001      1.617     0.6758       1.26          6        640:  59%|█████▉    | 305/519 [02:20<01:37,  2.20it/s]
      26/80      0.94G          1      1.618     0.6758      1.259         10        640:  59%|█████▉    | 305/519 [02:20<01:37,  2.20it/s]
      26/80      0.94G          1      1.618     0.6758      1.259         10        640:  59%|█████▉    | 306/519 [02:20<01:22,  2.58it/s]
      26/80      0.94G     0.9995      1.617     0.6756      1.259          8        640:  59%|█████▉    | 306/519 [02:20<01:22,  2.58it/s]
      26/80      0.94G     0.9995      1.617     0.6756      1.259          8        640:  59%|█████▉    | 307/519 [02:20<01:14,  2.84it/s]
      26/80      0.94G      1.001      1.617     0.6756       1.26          7        640:  59%|█████▉    | 307/519 [02:21<01:14,  2.84it/s]
      26/80      0.94G      1.001      1.617     0.6756       1.26          7        640:  59%|█████▉    | 308/519 [02:21<01:05,  3.21it/s]
      26/80      0.94G      1.002      1.617     0.6769      1.261          9        640:  59%|█████▉    | 308/519 [02:22<01:05,  3.21it/s]
      26/80      0.94G      1.002      1.617     0.6769      1.261          9        640:  60%|█████▉    | 309/519 [02:22<02:07,  1.65it/s]
      26/80      0.94G      1.001      1.616     0.6767       1.26          9        640:  60%|█████▉    | 309/519 [02:22<02:07,  1.65it/s]
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      26/80      0.94G      1.002      1.615     0.6769       1.26          6        640:  60%|█████▉    | 311/519 [02:23<01:30,  2.31it/s]
      26/80      0.94G      1.002      1.615     0.6769       1.26          6        640:  60%|██████    | 312/519 [02:23<01:15,  2.74it/s]
      26/80      0.94G      1.001      1.613     0.6773       1.26          7        640:  60%|██████    | 312/519 [02:24<01:15,  2.74it/s]
      26/80      0.94G      1.001      1.613     0.6773       1.26          7        640:  60%|██████    | 313/519 [02:24<02:07,  1.62it/s]
      26/80      0.94G      1.001      1.613     0.6774      1.261         16        640:  60%|██████    | 313/519 [02:24<02:07,  1.62it/s]
      26/80      0.94G      1.001      1.613     0.6774      1.261         16        640:  61%|██████    | 314/519 [02:24<01:42,  2.01it/s]
      26/80      0.94G      1.002      1.612     0.6776      1.262          7        640:  61%|██████    | 314/519 [02:24<01:42,  2.01it/s]
      26/80      0.94G      1.002      1.612     0.6776      1.262          7        640:  61%|██████    | 315/519 [02:24<01:26,  2.36it/s]
      26/80      0.94G      1.005      1.615     0.6799      1.264          8        640:  61%|██████    | 315/519 [02:25<01:26,  2.36it/s]
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      26/80      0.94G      1.005      1.614     0.6803      1.264         10        640:  61%|██████    | 317/519 [02:26<02:29,  1.35it/s]
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      26/80      0.94G      1.004      1.613     0.6799      1.264         10        640:  61%|██████▏   | 318/519 [02:27<02:00,  1.67it/s]
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      26/80      0.94G      1.004      1.614     0.6805      1.264         12        640:  61%|██████▏   | 319/519 [02:27<01:40,  1.99it/s]
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      26/80      0.94G     0.9999      1.616      0.673      1.261          7        640:  77%|███████▋  | 402/519 [03:04<01:01,  1.92it/s]
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      26/80      0.94G      1.002      1.629      0.683      1.261         12        640:  89%|████████▉ | 464/519 [03:32<00:21,  2.62it/s]
      26/80      0.94G      1.002      1.629      0.683      1.261         12        640:  90%|████████▉ | 465/519 [03:32<00:28,  1.90it/s]
      26/80      0.94G      1.002      1.629     0.6827       1.26          6        640:  90%|████████▉ | 465/519 [03:33<00:28,  1.90it/s]
      26/80      0.94G      1.002      1.629     0.6827       1.26          6        640:  90%|████████▉ | 466/519 [03:33<00:23,  2.29it/s]
      26/80      0.94G      1.001      1.629     0.6824       1.26          9        640:  90%|████████▉ | 466/519 [03:33<00:23,  2.29it/s]
      26/80      0.94G      1.001      1.629     0.6824       1.26          9        640:  90%|████████▉ | 467/519 [03:33<00:18,  2.80it/s]
      26/80      0.94G      1.002      1.628     0.6826       1.26         10        640:  90%|████████▉ | 467/519 [03:33<00:18,  2.80it/s]
      26/80      0.94G      1.002      1.628     0.6826       1.26         10        640:  90%|█████████ | 468/519 [03:33<00:21,  2.36it/s]
      26/80      0.94G      1.002      1.628     0.6823       1.26         10        640:  90%|█████████ | 468/519 [03:35<00:21,  2.36it/s]
      26/80      0.94G      1.002      1.628     0.6823       1.26         10        640:  90%|█████████ | 469/519 [03:35<00:31,  1.58it/s]
      26/80      0.94G      1.003       1.63     0.6832       1.26         14        640:  90%|█████████ | 469/519 [03:35<00:31,  1.58it/s]
      26/80      0.94G      1.003       1.63     0.6832       1.26         14        640:  91%|█████████ | 470/519 [03:35<00:24,  1.97it/s]
      26/80      0.94G      1.002       1.63     0.6831       1.26          8        640:  91%|█████████ | 470/519 [03:35<00:24,  1.97it/s]
      26/80      0.94G      1.002       1.63     0.6831       1.26          8        640:  91%|█████████ | 471/519 [03:35<00:21,  2.23it/s]
      26/80      0.94G      1.002      1.629     0.6828       1.26          7        640:  91%|█████████ | 471/519 [03:36<00:21,  2.23it/s]
      26/80      0.94G      1.002      1.629     0.6828       1.26          7        640:  91%|█████████ | 472/519 [03:36<00:27,  1.71it/s]
      26/80      0.94G      1.002      1.629     0.6827      1.261          6        640:  91%|█████████ | 472/519 [03:37<00:27,  1.71it/s]
      26/80      0.94G      1.002      1.629     0.6827      1.261          6        640:  91%|█████████ | 473/519 [03:37<00:30,  1.53it/s]
      26/80      0.94G      1.003       1.63     0.6831      1.261          6        640:  91%|█████████ | 473/519 [03:37<00:30,  1.53it/s]
      26/80      0.94G      1.003       1.63     0.6831      1.261          6        640:  91%|█████████▏| 474/519 [03:37<00:24,  1.87it/s]
      26/80      0.94G      1.002       1.63     0.6827      1.261         10        640:  91%|█████████▏| 474/519 [03:37<00:24,  1.87it/s]
      26/80      0.94G      1.002       1.63     0.6827      1.261         10        640:  92%|█████████▏| 475/519 [03:37<00:19,  2.26it/s]
      26/80      0.94G      1.002       1.63     0.6826      1.261         12        640:  92%|█████████▏| 475/519 [03:38<00:19,  2.26it/s]
      26/80      0.94G      1.002       1.63     0.6826      1.261         12        640:  92%|█████████▏| 476/519 [03:38<00:28,  1.52it/s]
      26/80      0.94G      1.002      1.631     0.6828      1.261         11        640:  92%|█████████▏| 476/519 [03:39<00:28,  1.52it/s]
      26/80      0.94G      1.002      1.631     0.6828      1.261         11        640:  92%|█████████▏| 477/519 [03:39<00:21,  1.97it/s]
      26/80      0.94G      1.003      1.631     0.6833      1.261         14        640:  92%|█████████▏| 477/519 [03:39<00:21,  1.97it/s]
      26/80      0.94G      1.003      1.631     0.6833      1.261         14        640:  92%|█████████▏| 478/519 [03:39<00:19,  2.15it/s]
      26/80      0.94G      1.003      1.633     0.6838      1.261          7        640:  92%|█████████▏| 478/519 [03:39<00:19,  2.15it/s]
      26/80      0.94G      1.003      1.633     0.6838      1.261          7        640:  92%|█████████▏| 479/519 [03:39<00:16,  2.48it/s]
      26/80      0.94G      1.003      1.633      0.684      1.261         12        640:  92%|█████████▏| 479/519 [03:40<00:16,  2.48it/s]
      26/80      0.94G      1.003      1.633      0.684      1.261         12        640:  92%|█████████▏| 480/519 [03:40<00:24,  1.59it/s]
      26/80      0.94G      1.003      1.632     0.6838      1.261         14        640:  92%|█████████▏| 480/519 [03:41<00:24,  1.59it/s]
      26/80      0.94G      1.003      1.632     0.6838      1.261         14        640:  93%|█████████▎| 481/519 [03:41<00:21,  1.74it/s]
      26/80      0.94G      1.003      1.632     0.6836      1.261         11        640:  93%|█████████▎| 481/519 [03:41<00:21,  1.74it/s]
      26/80      0.94G      1.003      1.632     0.6836      1.261         11        640:  93%|█████████▎| 482/519 [03:41<00:17,  2.08it/s]
      26/80      0.94G      1.003      1.633     0.6836       1.26         14        640:  93%|█████████▎| 482/519 [03:41<00:17,  2.08it/s]
      26/80      0.94G      1.003      1.633     0.6836       1.26         14        640:  93%|█████████▎| 483/519 [03:41<00:14,  2.45it/s]
      26/80      0.94G      1.003      1.632     0.6834       1.26          7        640:  93%|█████████▎| 483/519 [03:42<00:14,  2.45it/s]
      26/80      0.94G      1.003      1.632     0.6834       1.26          7        640:  93%|█████████▎| 484/519 [03:42<00:18,  1.85it/s]
      26/80      0.94G      1.003      1.633     0.6831       1.26         11        640:  93%|█████████▎| 484/519 [03:43<00:18,  1.85it/s]
      26/80      0.94G      1.003      1.633     0.6831       1.26         11        640:  93%|█████████▎| 485/519 [03:43<00:18,  1.82it/s]
      26/80      0.94G      1.002      1.632     0.6828       1.26          7        640:  93%|█████████▎| 485/519 [03:43<00:18,  1.82it/s]
      26/80      0.94G      1.002      1.632     0.6828       1.26          7        640:  94%|█████████▎| 486/519 [03:43<00:14,  2.26it/s]
      26/80      0.94G      1.003      1.633     0.6828       1.26          8        640:  94%|█████████▎| 486/519 [03:43<00:14,  2.26it/s]
      26/80      0.94G      1.003      1.633     0.6828       1.26          8        640:  94%|█████████▍| 487/519 [03:43<00:12,  2.59it/s]
      26/80      0.94G      1.003      1.633     0.6824       1.26         11        640:  94%|█████████▍| 487/519 [03:44<00:12,  2.59it/s]
      26/80      0.94G      1.003      1.633     0.6824       1.26         11        640:  94%|█████████▍| 488/519 [03:44<00:20,  1.49it/s]
      26/80      0.94G      1.002      1.634     0.6825       1.26         13        640:  94%|█████████▍| 488/519 [03:45<00:20,  1.49it/s]
      26/80      0.94G      1.002      1.634     0.6825       1.26         13        640:  94%|█████████▍| 489/519 [03:45<00:15,  1.94it/s]
      26/80      0.94G      1.002      1.633     0.6822      1.259         11        640:  94%|█████████▍| 489/519 [03:45<00:15,  1.94it/s]
      26/80      0.94G      1.002      1.633     0.6822      1.259         11        640:  94%|█████████▍| 490/519 [03:45<00:12,  2.37it/s]
      26/80      0.94G      1.002      1.634     0.6822       1.26         13        640:  94%|█████████▍| 490/519 [03:45<00:12,  2.37it/s]
      26/80      0.94G      1.002      1.634     0.6822       1.26         13        640:  95%|█████████▍| 491/519 [03:45<00:10,  2.74it/s]
      26/80      0.94G      1.002      1.634      0.682      1.259         14        640:  95%|█████████▍| 491/519 [03:46<00:10,  2.74it/s]
      26/80      0.94G      1.002      1.634      0.682      1.259         14        640:  95%|█████████▍| 492/519 [03:46<00:16,  1.65it/s]
      26/80      0.94G      1.002      1.635     0.6822       1.26         10        640:  95%|█████████▍| 492/519 [03:46<00:16,  1.65it/s]
      26/80      0.94G      1.002      1.635     0.6822       1.26         10        640:  95%|█████████▍| 493/519 [03:46<00:12,  2.12it/s]
      26/80      0.94G      1.002      1.634      0.682       1.26          4        640:  95%|█████████▍| 493/519 [03:47<00:12,  2.12it/s]
      26/80      0.94G      1.002      1.634      0.682       1.26          4        640:  95%|█████████▌| 494/519 [03:47<00:10,  2.48it/s]
      26/80      0.94G      1.002      1.633     0.6822       1.26         10        640:  95%|█████████▌| 494/519 [03:47<00:10,  2.48it/s]
      26/80      0.94G      1.002      1.633     0.6822       1.26         10        640:  95%|█████████▌| 495/519 [03:47<00:08,  2.74it/s]
      26/80      0.94G      1.003      1.634     0.6826       1.26         10        640:  95%|█████████▌| 495/519 [03:48<00:08,  2.74it/s]
      26/80      0.94G      1.003      1.634     0.6826       1.26         10        640:  96%|█████████▌| 496/519 [03:48<00:11,  1.94it/s]
      26/80      0.94G      1.002      1.634     0.6825       1.26          6        640:  96%|█████████▌| 496/519 [03:48<00:11,  1.94it/s]
      26/80      0.94G      1.002      1.634     0.6825       1.26          6        640:  96%|█████████▌| 497/519 [03:48<00:09,  2.36it/s]
      26/80      0.94G      1.002      1.633     0.6825       1.26          7        640:  96%|█████████▌| 497/519 [03:48<00:09,  2.36it/s]
      26/80      0.94G      1.002      1.633     0.6825       1.26          7        640:  96%|█████████▌| 498/519 [03:48<00:07,  2.90it/s]
      26/80      0.94G      1.002      1.632     0.6823       1.26         10        640:  96%|█████████▌| 498/519 [03:48<00:07,  2.90it/s]
      26/80      0.94G      1.002      1.632     0.6823       1.26         10        640:  96%|█████████▌| 499/519 [03:48<00:06,  3.15it/s]
      26/80      0.94G      1.001      1.632     0.6825       1.26          8        640:  96%|█████████▌| 499/519 [03:50<00:06,  3.15it/s]
      26/80      0.94G      1.001      1.632     0.6825       1.26          8        640:  96%|█████████▋| 500/519 [03:50<00:11,  1.60it/s]
      26/80      0.94G      1.001      1.632      0.682       1.26          9        640:  96%|█████████▋| 500/519 [03:50<00:11,  1.60it/s]
      26/80      0.94G      1.001      1.632      0.682       1.26          9        640:  97%|█████████▋| 501/519 [03:50<00:08,  2.03it/s]
      26/80      0.94G          1      1.632     0.6818      1.259          7        640:  97%|█████████▋| 501/519 [03:50<00:08,  2.03it/s]
      26/80      0.94G          1      1.632     0.6818      1.259          7        640:  97%|█████████▋| 502/519 [03:50<00:06,  2.44it/s]
      26/80      0.94G          1      1.632     0.6815      1.259          8        640:  97%|█████████▋| 502/519 [03:50<00:06,  2.44it/s]
      26/80      0.94G          1      1.632     0.6815      1.259          8        640:  97%|█████████▋| 503/519 [03:50<00:05,  2.95it/s]
      26/80      0.94G     0.9995      1.631     0.6808      1.259          6        640:  97%|█████████▋| 503/519 [03:51<00:05,  2.95it/s]
      26/80      0.94G     0.9995      1.631     0.6808      1.259          6        640:  97%|█████████▋| 504/519 [03:51<00:08,  1.86it/s]
      26/80      0.94G     0.9998       1.63     0.6813      1.259         12        640:  97%|█████████▋| 504/519 [03:52<00:08,  1.86it/s]
      26/80      0.94G     0.9998       1.63     0.6813      1.259         12        640:  97%|█████████▋| 505/519 [03:52<00:06,  2.30it/s]
      26/80      0.94G          1      1.631     0.6817      1.259         10        640:  97%|█████████▋| 505/519 [03:52<00:06,  2.30it/s]
      26/80      0.94G          1      1.631     0.6817      1.259         10        640:  97%|█████████▋| 506/519 [03:52<00:04,  2.62it/s]
      26/80      0.94G          1      1.631     0.6821      1.259         10        640:  97%|█████████▋| 506/519 [03:52<00:04,  2.62it/s]
      26/80      0.94G          1      1.631     0.6821      1.259         10        640:  98%|█████████▊| 507/519 [03:52<00:04,  2.98it/s]
      26/80      0.94G      1.001      1.632     0.6825      1.259          7        640:  98%|█████████▊| 507/519 [03:53<00:04,  2.98it/s]
      26/80      0.94G      1.001      1.632     0.6825      1.259          7        640:  98%|█████████▊| 508/519 [03:53<00:05,  1.95it/s]
      26/80      0.94G      1.001      1.632     0.6828      1.259          8        640:  98%|█████████▊| 508/519 [03:53<00:05,  1.95it/s]
      26/80      0.94G      1.001      1.632     0.6828      1.259          8        640:  98%|█████████▊| 509/519 [03:53<00:04,  2.30it/s]
      26/80      0.94G          1      1.631     0.6824      1.259          9        640:  98%|█████████▊| 509/519 [03:53<00:04,  2.30it/s]
      26/80      0.94G          1      1.631     0.6824      1.259          9        640:  98%|█████████▊| 510/519 [03:53<00:03,  2.59it/s]
      26/80      0.94G      1.001      1.632     0.6826      1.259         10        640:  98%|█████████▊| 510/519 [03:54<00:03,  2.59it/s]
      26/80      0.94G      1.001      1.632     0.6826      1.259         10        640:  98%|█████████▊| 511/519 [03:54<00:02,  2.73it/s]
      26/80      0.94G          1      1.631     0.6822      1.259         12        640:  98%|█████████▊| 511/519 [03:55<00:02,  2.73it/s]
      26/80      0.94G          1      1.631     0.6822      1.259         12        640:  99%|█████████▊| 512/519 [03:55<00:04,  1.72it/s]
      26/80      0.94G          1      1.631     0.6823      1.259         10        640:  99%|█████████▊| 512/519 [03:55<00:04,  1.72it/s]
      26/80      0.94G          1      1.631     0.6823      1.259         10        640:  99%|█████████▉| 513/519 [03:55<00:02,  2.15it/s]
      26/80      0.94G      1.001      1.631     0.6829      1.259         10        640:  99%|█████████▉| 513/519 [03:55<00:02,  2.15it/s]
      26/80      0.94G      1.001      1.631     0.6829      1.259         10        640:  99%|█████████▉| 514/519 [03:55<00:01,  2.79it/s]
      26/80      0.94G          1      1.631     0.6827      1.259         13        640:  99%|█████████▉| 514/519 [03:55<00:01,  2.79it/s]
      26/80      0.94G          1      1.631     0.6827      1.259         13        640:  99%|█████████▉| 515/519 [03:55<00:01,  3.52it/s]
      26/80      0.94G      1.001      1.631     0.6828      1.259         14        640:  99%|█████████▉| 515/519 [03:56<00:01,  3.52it/s]
      26/80      0.94G      1.001      1.631     0.6828      1.259         14        640:  99%|█████████▉| 516/519 [03:56<00:00,  3.10it/s]
      26/80      0.94G          1      1.631     0.6826      1.258         13        640:  99%|█████████▉| 516/519 [03:56<00:00,  3.10it/s]
      26/80      0.94G     0.9999      1.631     0.6825      1.258          8        640:  99%|█████████▉| 516/519 [03:56<00:00,  3.10it/s]
      26/80      0.94G     0.9999      1.631     0.6825      1.258          8        640: 100%|█████████▉| 518/519 [03:56<00:00,  4.87it/s]
      26/80      0.94G      1.001      1.632     0.6849      1.259          3        640: 100%|█████████▉| 518/519 [03:56<00:00,  4.87it/s]
      26/80      0.94G      1.001      1.632     0.6849      1.259          3        640: 100%|██████████| 519/519 [03:56<00:00,  2.19it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:41,  6.28s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:56,  2.80s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:06<01:43,  1.67s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:08,  1.12s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:56,  1.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:48,  1.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:43,  1.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:38,  1.48it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:09<00:32,  1.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:27,  2.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:25,  2.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:23,  2.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:24,  2.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:23,  2.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:25,  1.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:25,  1.88it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:23,  2.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:22,  2.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:23,  1.93it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:15<00:23,  1.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:26,  1.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:25,  1.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:23,  1.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:17,  2.31it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:15,  2.51it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:13,  2.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:10,  3.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:08,  4.31it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:07,  4.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  5.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:05,  6.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:04,  6.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  6.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:04,  6.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  5.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  6.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.58it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:21<00:01,  7.44it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  82%|████████▏ | 53/65 [00:22<00:01,  8.53it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  9.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.42it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:23<00:00,  9.88it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.77it/s]
+                   all        519        519      0.978      0.936      0.985      0.731      0.982      0.934      0.986      0.709
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
      27/80      0.94G     0.9129       1.55     0.5847      1.147         11        640:   0%|          | 0/519 [00:03<?, ?it/s]
      27/80      0.94G     0.9129       1.55     0.5847      1.147         11        640:   0%|          | 1/519 [00:03<30:14,  3.50s/it]
      27/80      0.94G     0.9685      1.424     0.6401      1.188         12        640:   0%|          | 1/519 [00:03<30:14,  3.50s/it]
      27/80      0.94G     0.9685      1.424     0.6401      1.188         12        640:   0%|          | 2/519 [00:03<13:41,  1.59s/it]
      27/80      0.94G     0.9743      1.586     0.6658      1.187          8        640:   0%|          | 2/519 [00:03<13:41,  1.59s/it]
      27/80      0.94G     0.9743      1.586     0.6658      1.187          8        640:   1%|          | 3/519 [00:03<08:11,  1.05it/s]
      27/80      0.94G     0.9326      1.667     0.6896       1.22          9        640:   1%|          | 3/519 [00:04<08:11,  1.05it/s]
      27/80      0.94G     0.9326      1.667     0.6896       1.22          9        640:   1%|          | 4/519 [00:04<05:57,  1.44it/s]
      27/80      0.94G     0.9308      1.553     0.6683      1.228          8        640:   1%|          | 4/519 [00:04<05:57,  1.44it/s]
      27/80      0.94G     0.9308      1.553     0.6683      1.228          8        640:   1%|          | 5/519 [00:04<06:07,  1.40it/s]
      27/80      0.94G     0.9061      1.571      0.647      1.223         13        640:   1%|          | 5/519 [00:05<06:07,  1.40it/s]
      27/80      0.94G     0.9061      1.571      0.647      1.223         13        640:   1%|          | 6/519 [00:05<05:28,  1.56it/s]
      27/80      0.94G     0.8907      1.531     0.6289      1.226          7        640:   1%|          | 6/519 [00:05<05:28,  1.56it/s]
      27/80      0.94G     0.8907      1.531     0.6289      1.226          7        640:   1%|▏         | 7/519 [00:05<04:34,  1.86it/s]
      27/80      0.94G     0.9245      1.578     0.6972      1.252          8        640:   1%|▏         | 7/519 [00:06<04:34,  1.86it/s]
      27/80      0.94G     0.9245      1.578     0.6972      1.252          8        640:   2%|▏         | 8/519 [00:06<03:54,  2.18it/s]
      27/80      0.94G     0.9349      1.732     0.7084      1.253          8        640:   2%|▏         | 8/519 [00:06<03:54,  2.18it/s]
      27/80      0.94G     0.9349      1.732     0.7084      1.253          8        640:   2%|▏         | 9/519 [00:06<03:29,  2.43it/s]
      27/80      0.94G     0.9425      1.716     0.7044      1.255         13        640:   2%|▏         | 9/519 [00:08<03:29,  2.43it/s]
      27/80      0.94G     0.9425      1.716     0.7044      1.255         13        640:   2%|▏         | 10/519 [00:08<06:37,  1.28it/s]
      27/80      0.94G     0.9328       1.67     0.7021      1.247         11        640:   2%|▏         | 10/519 [00:08<06:37,  1.28it/s]
      27/80      0.94G     0.9328       1.67     0.7021      1.247         11        640:   2%|▏         | 11/519 [00:08<05:10,  1.64it/s]
      27/80      0.94G     0.9379      1.718     0.7175      1.247         10        640:   2%|▏         | 11/519 [00:08<05:10,  1.64it/s]
      27/80      0.94G     0.9379      1.718     0.7175      1.247         10        640:   2%|▏         | 12/519 [00:08<04:09,  2.03it/s]
      27/80      0.94G     0.9315      1.701     0.7039      1.241         10        640:   2%|▏         | 12/519 [00:08<04:09,  2.03it/s]
      27/80      0.94G     0.9315      1.701     0.7039      1.241         10        640:   3%|▎         | 13/519 [00:08<03:36,  2.33it/s]
      27/80      0.94G     0.9238      1.677     0.6909      1.224         10        640:   3%|▎         | 13/519 [00:09<03:36,  2.33it/s]
      27/80      0.94G     0.9238      1.677     0.6909      1.224         10        640:   3%|▎         | 14/519 [00:09<04:35,  1.83it/s]
      27/80      0.94G     0.9484      1.717     0.7016      1.247         12        640:   3%|▎         | 14/519 [00:09<04:35,  1.83it/s]
      27/80      0.94G     0.9484      1.717     0.7016      1.247         12        640:   3%|▎         | 15/519 [00:09<03:42,  2.27it/s]
      27/80      0.94G     0.9568      1.742      0.701      1.243          8        640:   3%|▎         | 15/519 [00:10<03:42,  2.27it/s]
      27/80      0.94G     0.9568      1.742      0.701      1.243          8        640:   3%|▎         | 16/519 [00:10<03:21,  2.49it/s]
      27/80      0.94G     0.9784      1.745     0.7069      1.247         11        640:   3%|▎         | 16/519 [00:10<03:21,  2.49it/s]
      27/80      0.94G     0.9784      1.745     0.7069      1.247         11        640:   3%|▎         | 17/519 [00:10<02:52,  2.91it/s]
      27/80      0.94G       0.98      1.743     0.7128      1.252          6        640:   3%|▎         | 17/519 [00:10<02:52,  2.91it/s]
      27/80      0.94G       0.98      1.743     0.7128      1.252          6        640:   3%|▎         | 18/519 [00:10<02:54,  2.87it/s]
      27/80      0.94G     0.9898      1.774     0.7262      1.262          7        640:   3%|▎         | 18/519 [00:10<02:54,  2.87it/s]
      27/80      0.94G     0.9898      1.774     0.7262      1.262          7        640:   4%|▎         | 19/519 [00:10<02:38,  3.15it/s]
      27/80      0.94G      0.994      1.773     0.7275      1.272         10        640:   4%|▎         | 19/519 [00:11<02:38,  3.15it/s]
      27/80      0.94G      0.994      1.773     0.7275      1.272         10        640:   4%|▍         | 20/519 [00:11<02:21,  3.53it/s]
      27/80      0.94G      1.002      1.769     0.7235      1.271          9        640:   4%|▍         | 20/519 [00:11<02:21,  3.53it/s]
      27/80      0.94G      1.002      1.769     0.7235      1.271          9        640:   4%|▍         | 21/519 [00:11<02:14,  3.71it/s]
      27/80      0.94G      1.002      1.777     0.7312      1.267         12        640:   4%|▍         | 21/519 [00:12<02:14,  3.71it/s]
      27/80      0.94G      1.002      1.777     0.7312      1.267         12        640:   4%|▍         | 22/519 [00:12<05:20,  1.55it/s]
      27/80      0.94G     0.9953      1.738     0.7203       1.26         10        640:   4%|▍         | 22/519 [00:13<05:20,  1.55it/s]
      27/80      0.94G     0.9953      1.738     0.7203       1.26         10        640:   4%|▍         | 23/519 [00:13<04:33,  1.81it/s]
      27/80      0.94G      1.003      1.752     0.7416      1.265         10        640:   4%|▍         | 23/519 [00:13<04:33,  1.81it/s]
      27/80      0.94G      1.003      1.752     0.7416      1.265         10        640:   5%|▍         | 24/519 [00:13<03:44,  2.20it/s]
      27/80      0.94G      1.007      1.741      0.742      1.264          9        640:   5%|▍         | 24/519 [00:13<03:44,  2.20it/s]
      27/80      0.94G      1.007      1.741      0.742      1.264          9        640:   5%|▍         | 25/519 [00:13<03:12,  2.56it/s]
      27/80      0.94G      1.015      1.738     0.7485      1.273          8        640:   5%|▍         | 25/519 [00:14<03:12,  2.56it/s]
      27/80      0.94G      1.015      1.738     0.7485      1.273          8        640:   5%|▌         | 26/519 [00:14<04:41,  1.75it/s]
      27/80      0.94G      1.024      1.732     0.7467      1.272         10        640:   5%|▌         | 26/519 [00:14<04:41,  1.75it/s]
      27/80      0.94G      1.024      1.732     0.7467      1.272         10        640:   5%|▌         | 27/519 [00:14<03:40,  2.23it/s]
      27/80      0.94G      1.024       1.72      0.749      1.271         11        640:   5%|▌         | 27/519 [00:15<03:40,  2.23it/s]
      27/80      0.94G      1.024       1.72      0.749      1.271         11        640:   5%|▌         | 28/519 [00:15<03:09,  2.60it/s]
      27/80      0.94G      1.017      1.709     0.7429       1.27         11        640:   5%|▌         | 28/519 [00:15<03:09,  2.60it/s]
      27/80      0.94G      1.017      1.709     0.7429       1.27         11        640:   6%|▌         | 29/519 [00:15<02:50,  2.87it/s]
      27/80      0.94G      1.025      1.706     0.7524      1.272          8        640:   6%|▌         | 29/519 [00:16<02:50,  2.87it/s]
      27/80      0.94G      1.025      1.706     0.7524      1.272          8        640:   6%|▌         | 30/519 [00:16<05:05,  1.60it/s]
      27/80      0.94G       1.02      1.688     0.7444      1.265         14        640:   6%|▌         | 30/519 [00:16<05:05,  1.60it/s]
      27/80      0.94G       1.02      1.688     0.7444      1.265         14        640:   6%|▌         | 31/519 [00:16<03:57,  2.05it/s]
      27/80      0.94G      1.023      1.683     0.7445      1.269          9        640:   6%|▌         | 31/519 [00:16<03:57,  2.05it/s]
      27/80      0.94G      1.023      1.683     0.7445      1.269          9        640:   6%|▌         | 32/519 [00:16<03:21,  2.42it/s]
      27/80      0.94G      1.017      1.679      0.735      1.267         10        640:   6%|▌         | 32/519 [00:17<03:21,  2.42it/s]
      27/80      0.94G      1.017      1.679      0.735      1.267         10        640:   6%|▋         | 33/519 [00:17<02:55,  2.78it/s]
      27/80      0.94G      1.012      1.681     0.7431      1.266          7        640:   6%|▋         | 33/519 [00:18<02:55,  2.78it/s]
      27/80      0.94G      1.012      1.681     0.7431      1.266          7        640:   7%|▋         | 34/519 [00:18<04:26,  1.82it/s]
      27/80      0.94G      1.008      1.671      0.736      1.265         10        640:   7%|▋         | 34/519 [00:18<04:26,  1.82it/s]
      27/80      0.94G      1.008      1.671      0.736      1.265         10        640:   7%|▋         | 35/519 [00:18<03:39,  2.20it/s]
      27/80      0.94G      1.011      1.673     0.7303      1.261          9        640:   7%|▋         | 35/519 [00:18<03:39,  2.20it/s]
      27/80      0.94G      1.011      1.673     0.7303      1.261          9        640:   7%|▋         | 36/519 [00:18<03:09,  2.55it/s]
      27/80      0.94G      1.017      1.695     0.7446      1.264         13        640:   7%|▋         | 36/519 [00:18<03:09,  2.55it/s]
      27/80      0.94G      1.017      1.695     0.7446      1.264         13        640:   7%|▋         | 37/519 [00:18<02:40,  3.00it/s]
      27/80      0.94G      1.018      1.691     0.7427      1.265          8        640:   7%|▋         | 37/519 [00:19<02:40,  3.00it/s]
      27/80      0.94G      1.018      1.691     0.7427      1.265          8        640:   7%|▋         | 38/519 [00:19<04:21,  1.84it/s]
      27/80      0.94G      1.016      1.687     0.7376      1.263         12        640:   7%|▋         | 38/519 [00:20<04:21,  1.84it/s]
      27/80      0.94G      1.016      1.687     0.7376      1.263         12        640:   8%|▊         | 39/519 [00:20<03:53,  2.06it/s]
      27/80      0.94G      1.012       1.68     0.7315       1.26         10        640:   8%|▊         | 39/519 [00:20<03:53,  2.06it/s]
      27/80      0.94G      1.012       1.68     0.7315       1.26         10        640:   8%|▊         | 40/519 [00:20<03:14,  2.47it/s]
      27/80      0.94G      1.002      1.668     0.7257      1.256         10        640:   8%|▊         | 40/519 [00:20<03:14,  2.47it/s]
      27/80      0.94G      1.002      1.668     0.7257      1.256         10        640:   8%|▊         | 41/519 [00:20<02:49,  2.82it/s]
      27/80      0.94G     0.9954      1.664     0.7218      1.253          9        640:   8%|▊         | 41/519 [00:21<02:49,  2.82it/s]
      27/80      0.94G     0.9954      1.664     0.7218      1.253          9        640:   8%|▊         | 42/519 [00:21<04:16,  1.86it/s]
      27/80      0.94G     0.9956      1.664     0.7227      1.255          9        640:   8%|▊         | 42/519 [00:21<04:16,  1.86it/s]
      27/80      0.94G     0.9956      1.664     0.7227      1.255          9        640:   8%|▊         | 43/519 [00:21<03:27,  2.30it/s]
      27/80      0.94G     0.9894      1.655     0.7204      1.251          9        640:   8%|▊         | 43/519 [00:22<03:27,  2.30it/s]
      27/80      0.94G     0.9894      1.655     0.7204      1.251          9        640:   8%|▊         | 44/519 [00:22<02:57,  2.68it/s]
      27/80      0.94G      1.002      1.663     0.7289      1.257         11        640:   8%|▊         | 44/519 [00:22<02:57,  2.68it/s]
      27/80      0.94G      1.002      1.663     0.7289      1.257         11        640:   9%|▊         | 45/519 [00:22<02:39,  2.97it/s]
      27/80      0.94G      0.997      1.663     0.7257      1.255         10        640:   9%|▊         | 45/519 [00:23<02:39,  2.97it/s]
      27/80      0.94G      0.997      1.663     0.7257      1.255         10        640:   9%|▉         | 46/519 [00:23<03:44,  2.11it/s]
      27/80      0.94G     0.9994      1.658     0.7247      1.256         10        640:   9%|▉         | 46/519 [00:23<03:44,  2.11it/s]
      27/80      0.94G     0.9994      1.658     0.7247      1.256         10        640:   9%|▉         | 47/519 [00:23<03:18,  2.37it/s]
      27/80      0.94G     0.9952      1.656     0.7248      1.255          9        640:   9%|▉         | 47/519 [00:23<03:18,  2.37it/s]
      27/80      0.94G     0.9952      1.656     0.7248      1.255          9        640:   9%|▉         | 48/519 [00:23<02:49,  2.78it/s]
      27/80      0.94G      1.003      1.666     0.7311      1.259         11        640:   9%|▉         | 48/519 [00:23<02:49,  2.78it/s]
      27/80      0.94G      1.003      1.666     0.7311      1.259         11        640:   9%|▉         | 49/519 [00:23<02:30,  3.11it/s]
      27/80      0.94G      1.005      1.657     0.7279      1.257         11        640:   9%|▉         | 49/519 [00:25<02:30,  3.11it/s]
      27/80      0.94G      1.005      1.657     0.7279      1.257         11        640:  10%|▉         | 50/519 [00:25<05:44,  1.36it/s]
      27/80      0.94G      1.014      1.661     0.7351      1.265         10        640:  10%|▉         | 50/519 [00:25<05:44,  1.36it/s]
      27/80      0.94G      1.014      1.661     0.7351      1.265         10        640:  10%|▉         | 51/519 [00:25<04:29,  1.74it/s]
      27/80      0.94G      1.019      1.665     0.7364      1.269         10        640:  10%|▉         | 51/519 [00:26<04:29,  1.74it/s]
      27/80      0.94G      1.019      1.665     0.7364      1.269         10        640:  10%|█         | 52/519 [00:26<03:38,  2.13it/s]
      27/80      0.94G       1.02       1.66     0.7355      1.275          7        640:  10%|█         | 52/519 [00:26<03:38,  2.13it/s]
      27/80      0.94G       1.02       1.66     0.7355      1.275          7        640:  10%|█         | 53/519 [00:26<03:05,  2.51it/s]
      27/80      0.94G      1.023      1.669     0.7406      1.276          8        640:  10%|█         | 53/519 [00:27<03:05,  2.51it/s]
      27/80      0.94G      1.023      1.669     0.7406      1.276          8        640:  10%|█         | 54/519 [00:27<04:34,  1.69it/s]
      27/80      0.94G      1.032      1.664     0.7421      1.279          8        640:  10%|█         | 54/519 [00:27<04:34,  1.69it/s]
      27/80      0.94G      1.032      1.664     0.7421      1.279          8        640:  11%|█         | 55/519 [00:27<03:50,  2.02it/s]
      27/80      0.94G      1.037      1.666     0.7438      1.278          9        640:  11%|█         | 55/519 [00:27<03:50,  2.02it/s]
      27/80      0.94G      1.037      1.666     0.7438      1.278          9        640:  11%|█         | 56/519 [00:27<03:16,  2.36it/s]
      27/80      0.94G       1.04      1.665     0.7415       1.28          9        640:  11%|█         | 56/519 [00:28<03:16,  2.36it/s]
      27/80      0.94G       1.04      1.665     0.7415       1.28          9        640:  11%|█         | 57/519 [00:28<02:58,  2.59it/s]
      27/80      0.94G      1.044      1.673     0.7423      1.284          7        640:  11%|█         | 57/519 [00:29<02:58,  2.59it/s]
      27/80      0.94G      1.044      1.673     0.7423      1.284          7        640:  11%|█         | 58/519 [00:29<04:10,  1.84it/s]
      27/80      0.94G      1.047      1.673     0.7397      1.282         12        640:  11%|█         | 58/519 [00:29<04:10,  1.84it/s]
      27/80      0.94G      1.047      1.673     0.7397      1.282         12        640:  11%|█▏        | 59/519 [00:29<03:21,  2.29it/s]
      27/80      0.94G      1.044      1.675     0.7389      1.281         10        640:  11%|█▏        | 59/519 [00:29<03:21,  2.29it/s]
      27/80      0.94G      1.044      1.675     0.7389      1.281         10        640:  12%|█▏        | 60/519 [00:29<03:01,  2.53it/s]
      27/80      0.94G      1.037      1.659     0.7347      1.276          7        640:  12%|█▏        | 60/519 [00:29<03:01,  2.53it/s]
      27/80      0.94G      1.037      1.659     0.7347      1.276          7        640:  12%|█▏        | 61/519 [00:29<02:39,  2.87it/s]
      27/80      0.94G      1.035      1.663     0.7355      1.276          8        640:  12%|█▏        | 61/519 [00:30<02:39,  2.87it/s]
      27/80      0.94G      1.035      1.663     0.7355      1.276          8        640:  12%|█▏        | 62/519 [00:30<03:55,  1.94it/s]
      27/80      0.94G      1.039      1.667     0.7332      1.279          8        640:  12%|█▏        | 62/519 [00:30<03:55,  1.94it/s]
      27/80      0.94G      1.039      1.667     0.7332      1.279          8        640:  12%|█▏        | 63/519 [00:30<03:17,  2.31it/s]
      27/80      0.94G      1.036      1.665     0.7317      1.277         10        640:  12%|█▏        | 63/519 [00:31<03:17,  2.31it/s]
      27/80      0.94G      1.036      1.665     0.7317      1.277         10        640:  12%|█▏        | 64/519 [00:31<02:46,  2.73it/s]
      27/80      0.94G      1.042      1.679     0.7351      1.292          6        640:  12%|█▏        | 64/519 [00:31<02:46,  2.73it/s]
      27/80      0.94G      1.042      1.679     0.7351      1.292          6        640:  13%|█▎        | 65/519 [00:31<02:30,  3.02it/s]
      27/80      0.94G      1.037      1.671     0.7297      1.288         12        640:  13%|█▎        | 65/519 [00:32<02:30,  3.02it/s]
      27/80      0.94G      1.037      1.671     0.7297      1.288         12        640:  13%|█▎        | 66/519 [00:32<03:55,  1.92it/s]
      27/80      0.94G      1.034      1.671     0.7288      1.286         11        640:  13%|█▎        | 66/519 [00:32<03:55,  1.92it/s]
      27/80      0.94G      1.034      1.671     0.7288      1.286         11        640:  13%|█▎        | 67/519 [00:32<03:15,  2.32it/s]
      27/80      0.94G       1.03      1.667     0.7282      1.283         12        640:  13%|█▎        | 67/519 [00:32<03:15,  2.32it/s]
      27/80      0.94G       1.03      1.667     0.7282      1.283         12        640:  13%|█▎        | 68/519 [00:32<03:03,  2.46it/s]
      27/80      0.94G      1.035      1.666      0.727      1.286          8        640:  13%|█▎        | 68/519 [00:33<03:03,  2.46it/s]
      27/80      0.94G      1.035      1.666      0.727      1.286          8        640:  13%|█▎        | 69/519 [00:33<02:44,  2.74it/s]
      27/80      0.94G      1.043      1.675      0.733      1.292          8        640:  13%|█▎        | 69/519 [00:34<02:44,  2.74it/s]
      27/80      0.94G      1.043      1.675      0.733      1.292          8        640:  13%|█▎        | 70/519 [00:34<04:19,  1.73it/s]
      27/80      0.94G      1.041      1.674     0.7307       1.29         13        640:  13%|█▎        | 70/519 [00:34<04:19,  1.73it/s]
      27/80      0.94G      1.041      1.674     0.7307       1.29         13        640:  14%|█▎        | 71/519 [00:34<03:42,  2.02it/s]
      27/80      0.94G      1.036      1.668     0.7293      1.287          8        640:  14%|█▎        | 71/519 [00:34<03:42,  2.02it/s]
      27/80      0.94G      1.036      1.668     0.7293      1.287          8        640:  14%|█▍        | 72/519 [00:34<03:06,  2.39it/s]
      27/80      0.94G      1.034      1.661     0.7272      1.287          9        640:  14%|█▍        | 72/519 [00:35<03:06,  2.39it/s]
      27/80      0.94G      1.034      1.661     0.7272      1.287          9        640:  14%|█▍        | 73/519 [00:35<02:41,  2.76it/s]
      27/80      0.94G      1.034      1.662     0.7244      1.288          9        640:  14%|█▍        | 73/519 [00:36<02:41,  2.76it/s]
      27/80      0.94G      1.034      1.662     0.7244      1.288          9        640:  14%|█▍        | 74/519 [00:36<04:07,  1.80it/s]
      27/80      0.94G      1.032      1.658     0.7223      1.285         14        640:  14%|█▍        | 74/519 [00:36<04:07,  1.80it/s]
      27/80      0.94G      1.032      1.658     0.7223      1.285         14        640:  14%|█▍        | 75/519 [00:36<03:16,  2.26it/s]
      27/80      0.94G      1.031      1.654     0.7194      1.284          7        640:  14%|█▍        | 75/519 [00:36<03:16,  2.26it/s]
      27/80      0.94G      1.031      1.654     0.7194      1.284          7        640:  15%|█▍        | 76/519 [00:36<02:57,  2.50it/s]
      27/80      0.94G      1.031      1.651     0.7197      1.283         12        640:  15%|█▍        | 76/519 [00:36<02:57,  2.50it/s]
      27/80      0.94G      1.031      1.651     0.7197      1.283         12        640:  15%|█▍        | 77/519 [00:36<02:31,  2.93it/s]
      27/80      0.94G      1.031      1.656     0.7188      1.286          5        640:  15%|█▍        | 77/519 [00:38<02:31,  2.93it/s]
      27/80      0.94G      1.031      1.656     0.7188      1.286          5        640:  15%|█▌        | 78/519 [00:38<05:16,  1.39it/s]
      27/80      0.94G      1.033      1.663     0.7193      1.287         15        640:  15%|█▌        | 78/519 [00:38<05:16,  1.39it/s]
      27/80      0.94G      1.033      1.663     0.7193      1.287         15        640:  15%|█▌        | 79/519 [00:38<04:08,  1.77it/s]
      27/80      0.94G      1.031      1.661     0.7177      1.285         13        640:  15%|█▌        | 79/519 [00:38<04:08,  1.77it/s]
      27/80      0.94G      1.031      1.661     0.7177      1.285         13        640:  15%|█▌        | 80/519 [00:38<03:22,  2.17it/s]
      27/80      0.94G      1.029      1.654      0.715      1.284          8        640:  15%|█▌        | 80/519 [00:38<03:22,  2.17it/s]
      27/80      0.94G      1.029      1.654      0.715      1.284          8        640:  16%|█▌        | 81/519 [00:38<02:51,  2.56it/s]
      27/80      0.94G      1.027      1.653     0.7125      1.282         10        640:  16%|█▌        | 81/519 [00:40<02:51,  2.56it/s]
      27/80      0.94G      1.027      1.653     0.7125      1.282         10        640:  16%|█▌        | 82/519 [00:40<04:46,  1.52it/s]
      27/80      0.94G      1.027      1.649     0.7101      1.284          9        640:  16%|█▌        | 82/519 [00:40<04:46,  1.52it/s]
      27/80      0.94G      1.027      1.649     0.7101      1.284          9        640:  16%|█▌        | 83/519 [00:40<03:46,  1.92it/s]
      27/80      0.94G      1.024      1.646     0.7087      1.281         11        640:  16%|█▌        | 83/519 [00:40<03:46,  1.92it/s]
      27/80      0.94G      1.024      1.646     0.7087      1.281         11        640:  16%|█▌        | 84/519 [00:40<03:07,  2.32it/s]
      27/80      0.94G      1.021      1.643     0.7067      1.279         12        640:  16%|█▌        | 84/519 [00:40<03:07,  2.32it/s]
      27/80      0.94G      1.021      1.643     0.7067      1.279         12        640:  16%|█▋        | 85/519 [00:40<02:45,  2.63it/s]
      27/80      0.94G       1.02      1.637     0.7055      1.276         13        640:  16%|█▋        | 85/519 [00:42<02:45,  2.63it/s]
      27/80      0.94G       1.02      1.637     0.7055      1.276         13        640:  17%|█▋        | 86/519 [00:42<05:04,  1.42it/s]
      27/80      0.94G       1.02       1.64     0.7042      1.276          9        640:  17%|█▋        | 86/519 [00:42<05:04,  1.42it/s]
      27/80      0.94G       1.02       1.64     0.7042      1.276          9        640:  17%|█▋        | 87/519 [00:42<04:02,  1.78it/s]
      27/80      0.94G       1.02      1.639     0.7055      1.277          8        640:  17%|█▋        | 87/519 [00:42<04:02,  1.78it/s]
      27/80      0.94G       1.02      1.639     0.7055      1.277          8        640:  17%|█▋        | 88/519 [00:42<03:17,  2.18it/s]
      27/80      0.94G       1.02      1.641     0.7064      1.277         13        640:  17%|█▋        | 88/519 [00:43<03:17,  2.18it/s]
      27/80      0.94G       1.02      1.641     0.7064      1.277         13        640:  17%|█▋        | 89/519 [00:43<02:47,  2.56it/s]
      27/80      0.94G      1.018       1.64     0.7051      1.275          8        640:  17%|█▋        | 89/519 [00:44<02:47,  2.56it/s]
      27/80      0.94G      1.018       1.64     0.7051      1.275          8        640:  17%|█▋        | 90/519 [00:44<05:14,  1.36it/s]
      27/80      0.94G       1.02      1.647     0.7049      1.276         11        640:  17%|█▋        | 90/519 [00:44<05:14,  1.36it/s]
      27/80      0.94G       1.02      1.647     0.7049      1.276         11        640:  18%|█▊        | 91/519 [00:44<04:02,  1.77it/s]
      27/80      0.94G       1.02      1.645     0.7047      1.276         11        640:  18%|█▊        | 91/519 [00:44<04:02,  1.77it/s]
      27/80      0.94G       1.02      1.645     0.7047      1.276         11        640:  18%|█▊        | 92/519 [00:44<03:13,  2.20it/s]
      27/80      0.94G      1.017      1.642     0.7033      1.274         12        640:  18%|█▊        | 92/519 [00:45<03:13,  2.20it/s]
      27/80      0.94G      1.017      1.642     0.7033      1.274         12        640:  18%|█▊        | 93/519 [00:45<02:47,  2.55it/s]
      27/80      0.94G      1.019      1.645     0.7023      1.275         10        640:  18%|█▊        | 93/519 [00:46<02:47,  2.55it/s]
      27/80      0.94G      1.019      1.645     0.7023      1.275         10        640:  18%|█▊        | 94/519 [00:46<04:35,  1.55it/s]
      27/80      0.94G       1.02      1.646     0.7043      1.275         13        640:  18%|█▊        | 94/519 [00:46<04:35,  1.55it/s]
      27/80      0.94G       1.02      1.646     0.7043      1.275         13        640:  18%|█▊        | 95/519 [00:46<03:43,  1.89it/s]
      27/80      0.94G       1.02      1.644     0.7028      1.277          8        640:  18%|█▊        | 95/519 [00:46<03:43,  1.89it/s]
      27/80      0.94G       1.02      1.644     0.7028      1.277          8        640:  18%|█▊        | 96/519 [00:46<03:07,  2.25it/s]
      27/80      0.94G      1.025      1.649     0.7057      1.281         11        640:  18%|█▊        | 96/519 [00:47<03:07,  2.25it/s]
      27/80      0.94G      1.025      1.649     0.7057      1.281         11        640:  19%|█▊        | 97/519 [00:47<02:32,  2.77it/s]
      27/80      0.94G      1.027      1.647     0.7055      1.283         12        640:  19%|█▊        | 97/519 [00:47<02:32,  2.77it/s]
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      27/80      0.94G      1.027      1.661     0.7084      1.284          6        640:  19%|█▉        | 98/519 [00:47<03:00,  2.33it/s]
      27/80      0.94G      1.027      1.661     0.7084      1.284          6        640:  19%|█▉        | 99/519 [00:47<02:36,  2.69it/s]
      27/80      0.94G      1.026      1.658     0.7088      1.283         11        640:  19%|█▉        | 99/519 [00:48<02:36,  2.69it/s]
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      27/80      0.94G      1.027      1.666      0.712      1.284         14        640:  19%|█▉        | 100/519 [00:48<02:14,  3.11it/s]
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      27/80      0.94G      1.029       1.67     0.7122      1.284         12        640:  19%|█▉        | 101/519 [00:49<02:05,  3.32it/s]
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      27/80      0.94G      1.021      1.654     0.7046      1.262         11        640:  93%|█████████▎| 484/519 [03:45<00:13,  2.66it/s]
      27/80      0.94G      1.021      1.654     0.7046      1.262         11        640:  93%|█████████▎| 485/519 [03:45<00:11,  3.02it/s]
      27/80      0.94G      1.021      1.654     0.7051      1.262          7        640:  93%|█████████▎| 485/519 [03:45<00:11,  3.02it/s]
      27/80      0.94G      1.021      1.654     0.7051      1.262          7        640:  94%|█████████▎| 486/519 [03:45<00:09,  3.32it/s]
      27/80      0.94G       1.02      1.653     0.7046      1.261         13        640:  94%|█████████▎| 486/519 [03:45<00:09,  3.32it/s]
      27/80      0.94G       1.02      1.653     0.7046      1.261         13        640:  94%|█████████▍| 487/519 [03:45<00:12,  2.67it/s]
      27/80      0.94G       1.02      1.653     0.7043      1.261          9        640:  94%|█████████▍| 487/519 [03:46<00:12,  2.67it/s]
      27/80      0.94G       1.02      1.653     0.7043      1.261          9        640:  94%|█████████▍| 488/519 [03:46<00:10,  3.02it/s]
      27/80      0.94G       1.02      1.655     0.7045      1.261         11        640:  94%|█████████▍| 488/519 [03:46<00:10,  3.02it/s]
      27/80      0.94G       1.02      1.655     0.7045      1.261         11        640:  94%|█████████▍| 489/519 [03:46<00:09,  3.30it/s]
      27/80      0.94G       1.02      1.655     0.7048      1.262          9        640:  94%|█████████▍| 489/519 [03:46<00:09,  3.30it/s]
      27/80      0.94G       1.02      1.655     0.7048      1.262          9        640:  94%|█████████▍| 490/519 [03:46<00:08,  3.51it/s]
      27/80      0.94G      1.021      1.656     0.7048      1.262         10        640:  94%|█████████▍| 490/519 [03:47<00:08,  3.51it/s]
      27/80      0.94G      1.021      1.656     0.7048      1.262         10        640:  95%|█████████▍| 491/519 [03:47<00:11,  2.39it/s]
      27/80      0.94G      1.021      1.655     0.7047      1.262         10        640:  95%|█████████▍| 491/519 [03:47<00:11,  2.39it/s]
      27/80      0.94G      1.021      1.655     0.7047      1.262         10        640:  95%|█████████▍| 492/519 [03:47<00:12,  2.16it/s]
      27/80      0.94G      1.021      1.656     0.7049      1.262         12        640:  95%|█████████▍| 492/519 [03:48<00:12,  2.16it/s]
      27/80      0.94G      1.021      1.656     0.7049      1.262         12        640:  95%|█████████▍| 493/519 [03:48<00:10,  2.43it/s]
      27/80      0.94G      1.021      1.655     0.7047      1.262          6        640:  95%|█████████▍| 493/519 [03:48<00:10,  2.43it/s]
      27/80      0.94G      1.021      1.655     0.7047      1.262          6        640:  95%|█████████▌| 494/519 [03:48<00:08,  2.82it/s]
      27/80      0.94G      1.021      1.655     0.7046      1.262         13        640:  95%|█████████▌| 494/519 [03:48<00:08,  2.82it/s]
      27/80      0.94G      1.021      1.655     0.7046      1.262         13        640:  95%|█████████▌| 495/519 [03:48<00:08,  2.98it/s]
      27/80      0.94G      1.021      1.655     0.7047      1.262          8        640:  95%|█████████▌| 495/519 [03:49<00:08,  2.98it/s]
      27/80      0.94G      1.021      1.655     0.7047      1.262          8        640:  96%|█████████▌| 496/519 [03:49<00:11,  2.06it/s]
      27/80      0.94G      1.021      1.656     0.7048      1.262          9        640:  96%|█████████▌| 496/519 [03:49<00:11,  2.06it/s]
      27/80      0.94G      1.021      1.656     0.7048      1.262          9        640:  96%|█████████▌| 497/519 [03:49<00:09,  2.43it/s]
      27/80      0.94G      1.022      1.656     0.7052      1.262         12        640:  96%|█████████▌| 497/519 [03:49<00:09,  2.43it/s]
      27/80      0.94G      1.022      1.656     0.7052      1.262         12        640:  96%|█████████▌| 498/519 [03:49<00:07,  2.90it/s]
      27/80      0.94G      1.021      1.655      0.705      1.262         10        640:  96%|█████████▌| 498/519 [03:50<00:07,  2.90it/s]
      27/80      0.94G      1.021      1.655      0.705      1.262         10        640:  96%|█████████▌| 499/519 [03:50<00:07,  2.66it/s]
      27/80      0.94G      1.022      1.656     0.7048      1.262         11        640:  96%|█████████▌| 499/519 [03:51<00:07,  2.66it/s]
      27/80      0.94G      1.022      1.656     0.7048      1.262         11        640:  96%|█████████▋| 500/519 [03:51<00:09,  1.91it/s]
      27/80      0.94G      1.021      1.655     0.7049      1.262          9        640:  96%|█████████▋| 500/519 [03:51<00:09,  1.91it/s]
      27/80      0.94G      1.021      1.655     0.7049      1.262          9        640:  97%|█████████▋| 501/519 [03:51<00:07,  2.29it/s]
      27/80      0.94G      1.021      1.655     0.7045      1.262          8        640:  97%|█████████▋| 501/519 [03:51<00:07,  2.29it/s]
      27/80      0.94G      1.021      1.655     0.7045      1.262          8        640:  97%|█████████▋| 502/519 [03:51<00:06,  2.70it/s]
      27/80      0.94G      1.021      1.655     0.7063      1.262          7        640:  97%|█████████▋| 502/519 [03:52<00:06,  2.70it/s]
      27/80      0.94G      1.021      1.655     0.7063      1.262          7        640:  97%|█████████▋| 503/519 [03:52<00:06,  2.37it/s]
      27/80      0.94G      1.021      1.654     0.7061      1.262         10        640:  97%|█████████▋| 503/519 [03:52<00:06,  2.37it/s]
      27/80      0.94G      1.021      1.654     0.7061      1.262         10        640:  97%|█████████▋| 504/519 [03:52<00:06,  2.39it/s]
      27/80      0.94G      1.021      1.654     0.7062      1.262         10        640:  97%|█████████▋| 504/519 [03:53<00:06,  2.39it/s]
      27/80      0.94G      1.021      1.654     0.7062      1.262         10        640:  97%|█████████▋| 505/519 [03:53<00:06,  2.16it/s]
      27/80      0.94G      1.021      1.654     0.7067      1.262          8        640:  97%|█████████▋| 505/519 [03:53<00:06,  2.16it/s]
      27/80      0.94G      1.021      1.654     0.7067      1.262          8        640:  97%|█████████▋| 506/519 [03:53<00:05,  2.38it/s]
      27/80      0.94G      1.021      1.654     0.7068      1.262         13        640:  97%|█████████▋| 506/519 [03:53<00:05,  2.38it/s]
      27/80      0.94G      1.021      1.654     0.7068      1.262         13        640:  98%|█████████▊| 507/519 [03:53<00:04,  2.83it/s]
      27/80      0.94G      1.021      1.654     0.7073      1.262          8        640:  98%|█████████▊| 507/519 [03:54<00:04,  2.83it/s]
      27/80      0.94G      1.021      1.654     0.7073      1.262          8        640:  98%|█████████▊| 508/519 [03:54<00:04,  2.62it/s]
      27/80      0.94G       1.02      1.654     0.7074      1.262          8        640:  98%|█████████▊| 508/519 [03:55<00:04,  2.62it/s]
      27/80      0.94G       1.02      1.654     0.7074      1.262          8        640:  98%|█████████▊| 509/519 [03:55<00:05,  1.93it/s]
      27/80      0.94G       1.02      1.653     0.7072      1.261          9        640:  98%|█████████▊| 509/519 [03:55<00:05,  1.93it/s]
      27/80      0.94G       1.02      1.653     0.7072      1.261          9        640:  98%|█████████▊| 510/519 [03:55<00:03,  2.37it/s]
      27/80      0.94G       1.02      1.654     0.7084      1.262          7        640:  98%|█████████▊| 510/519 [03:55<00:03,  2.37it/s]
      27/80      0.94G       1.02      1.654     0.7084      1.262          7        640:  98%|█████████▊| 511/519 [03:55<00:03,  2.60it/s]
      27/80      0.94G      1.019      1.653     0.7079      1.262          7        640:  98%|█████████▊| 511/519 [03:55<00:03,  2.60it/s]
      27/80      0.94G      1.019      1.653     0.7079      1.262          7        640:  99%|█████████▊| 512/519 [03:55<00:02,  2.61it/s]
      27/80      0.94G      1.019      1.652     0.7076      1.261         10        640:  99%|█████████▊| 512/519 [03:57<00:02,  2.61it/s]
      27/80      0.94G      1.019      1.652     0.7076      1.261         10        640:  99%|█████████▉| 513/519 [03:57<00:03,  1.52it/s]
      27/80      0.94G      1.019      1.652     0.7074      1.261         11        640:  99%|█████████▉| 513/519 [03:57<00:03,  1.52it/s]
      27/80      0.94G      1.019      1.652     0.7074      1.261         11        640:  99%|█████████▉| 514/519 [03:57<00:02,  1.89it/s]
      27/80      0.94G      1.019      1.653     0.7075      1.261         11        640:  99%|█████████▉| 514/519 [03:57<00:02,  1.89it/s]
      27/80      0.94G      1.019      1.653     0.7075      1.261         11        640:  99%|█████████▉| 515/519 [03:57<00:01,  2.35it/s]
      27/80      0.94G      1.019      1.652     0.7073      1.262         12        640:  99%|█████████▉| 515/519 [03:57<00:01,  2.35it/s]
      27/80      0.94G      1.019      1.652     0.7073      1.262         12        640:  99%|█████████▉| 516/519 [03:57<00:01,  2.87it/s]
      27/80      0.94G      1.019      1.652     0.7067      1.261          5        640:  99%|█████████▉| 516/519 [03:58<00:01,  2.87it/s]
      27/80      0.94G      1.019      1.652     0.7067      1.261          5        640: 100%|█████████▉| 517/519 [03:58<00:00,  2.56it/s]
      27/80      0.94G      1.018      1.652     0.7066      1.261          9        640: 100%|█████████▉| 517/519 [03:58<00:00,  2.56it/s]
      27/80      0.94G      1.018      1.651     0.7063      1.261          5        640: 100%|█████████▉| 517/519 [03:58<00:00,  2.56it/s]
      27/80      0.94G      1.018      1.651     0.7063      1.261          5        640: 100%|██████████| 519/519 [03:58<00:00,  4.08it/s]
      27/80      0.94G      1.018      1.651     0.7063      1.261          5        640: 100%|██████████| 519/519 [03:58<00:00,  2.18it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:44,  6.32s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:59,  2.84s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:06<01:43,  1.67s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:11,  1.18s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:52,  1.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:43,  1.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:43,  1.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:37,  1.51it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:09<00:31,  1.75it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:26,  2.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:26,  2.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:25,  2.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:24,  2.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:25,  2.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:22,  2.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:12<00:23,  2.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:25,  1.87it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:25,  1.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:24,  1.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:25,  1.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:26,  1.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  1.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:18,  2.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:05,  5.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:05,  6.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.58it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  7.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:03,  6.53it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  6.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.41it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.62it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:21<00:01,  7.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  82%|████████▏ | 53/65 [00:21<00:01,  8.36it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:22<00:01,  8.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  9.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.46it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.81it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.78it/s]
+                   all        519        519      0.972      0.934       0.98      0.716      0.972      0.936      0.981      0.706
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
      28/80      0.94G     0.9713      1.266     0.6718       1.12         13        640:   0%|          | 0/519 [00:03<?, ?it/s]
      28/80      0.94G     0.9713      1.266     0.6718       1.12         13        640:   0%|          | 1/519 [00:03<26:51,  3.11s/it]
      28/80      0.94G     0.9162      1.582     0.6776      1.145         13        640:   0%|          | 1/519 [00:03<26:51,  3.11s/it]
      28/80      0.94G     0.9162      1.582     0.6776      1.145         13        640:   0%|          | 2/519 [00:03<12:16,  1.42s/it]
      28/80      0.94G       1.07      1.691      0.747      1.196         13        640:   0%|          | 2/519 [00:03<12:16,  1.42s/it]
      28/80      0.94G       1.07      1.691      0.747      1.196         13        640:   1%|          | 3/519 [00:03<07:29,  1.15it/s]
      28/80      0.94G          1      1.528     0.7123      1.178         10        640:   1%|          | 3/519 [00:03<07:29,  1.15it/s]
      28/80      0.94G          1      1.528     0.7123      1.178         10        640:   1%|          | 4/519 [00:03<05:19,  1.61it/s]
      28/80      0.94G     0.9744      1.633     0.6806      1.178         11        640:   1%|          | 4/519 [00:04<05:19,  1.61it/s]
      28/80      0.94G     0.9744      1.633     0.6806      1.178         11        640:   1%|          | 5/519 [00:04<04:12,  2.04it/s]
      28/80      0.94G      1.015       1.62     0.6936      1.229         12        640:   1%|          | 5/519 [00:04<04:12,  2.04it/s]
      28/80      0.94G      1.015       1.62     0.6936      1.229         12        640:   1%|          | 6/519 [00:04<04:06,  2.08it/s]
      28/80      0.94G      1.006      1.578     0.6796      1.232         11        640:   1%|          | 6/519 [00:05<04:06,  2.08it/s]
      28/80      0.94G      1.006      1.578     0.6796      1.232         11        640:   1%|▏         | 7/519 [00:05<05:34,  1.53it/s]
      28/80      0.94G      1.001      1.589     0.6742      1.216         14        640:   1%|▏         | 7/519 [00:05<05:34,  1.53it/s]
      28/80      0.94G      1.001      1.589     0.6742      1.216         14        640:   2%|▏         | 8/519 [00:05<04:21,  1.96it/s]
      28/80      0.94G     0.9933      1.518     0.6613      1.215          9        640:   2%|▏         | 8/519 [00:05<04:21,  1.96it/s]
      28/80      0.94G     0.9933      1.518     0.6613      1.215          9        640:   2%|▏         | 9/519 [00:05<03:20,  2.54it/s]
      28/80      0.94G      1.019      1.516     0.6819      1.219         13        640:   2%|▏         | 9/519 [00:06<03:20,  2.54it/s]
      28/80      0.94G      1.019      1.516     0.6819      1.219         13        640:   2%|▏         | 10/519 [00:06<03:24,  2.49it/s]
      28/80      0.94G      1.037      1.558     0.6882      1.238         12        640:   2%|▏         | 10/519 [00:06<03:24,  2.49it/s]
      28/80      0.94G      1.037      1.558     0.6882      1.238         12        640:   2%|▏         | 11/519 [00:06<03:39,  2.31it/s]
      28/80      0.94G      1.004      1.509     0.6609      1.218          9        640:   2%|▏         | 11/519 [00:07<03:39,  2.31it/s]
      28/80      0.94G      1.004      1.509     0.6609      1.218          9        640:   2%|▏         | 12/519 [00:07<04:37,  1.83it/s]
      28/80      0.94G      1.027      1.522     0.6693      1.236          7        640:   2%|▏         | 12/519 [00:07<04:37,  1.83it/s]
      28/80      0.94G      1.027      1.522     0.6693      1.236          7        640:   3%|▎         | 13/519 [00:07<03:44,  2.26it/s]
      28/80      0.94G      1.024      1.521     0.6666      1.238         10        640:   3%|▎         | 13/519 [00:08<03:44,  2.26it/s]
      28/80      0.94G      1.024      1.521     0.6666      1.238         10        640:   3%|▎         | 14/519 [00:08<03:19,  2.53it/s]
      28/80      0.94G       1.01       1.52     0.6619      1.231         10        640:   3%|▎         | 14/519 [00:08<03:19,  2.53it/s]
      28/80      0.94G       1.01       1.52     0.6619      1.231         10        640:   3%|▎         | 15/519 [00:08<03:17,  2.55it/s]
      28/80      0.94G      1.006       1.55     0.6557       1.23         14        640:   3%|▎         | 15/519 [00:09<03:17,  2.55it/s]
      28/80      0.94G      1.006       1.55     0.6557       1.23         14        640:   3%|▎         | 16/519 [00:09<05:06,  1.64it/s]
      28/80      0.94G      1.004      1.547     0.6523      1.233          9        640:   3%|▎         | 16/519 [00:09<05:06,  1.64it/s]
      28/80      0.94G      1.004      1.547     0.6523      1.233          9        640:   3%|▎         | 17/519 [00:09<04:18,  1.94it/s]
      28/80      0.94G      1.014      1.567       0.66      1.237          8        640:   3%|▎         | 17/519 [00:10<04:18,  1.94it/s]
      28/80      0.94G      1.014      1.567       0.66      1.237          8        640:   3%|▎         | 18/519 [00:10<04:16,  1.95it/s]
      28/80      0.94G       1.02      1.596     0.6645      1.231          9        640:   3%|▎         | 18/519 [00:10<04:16,  1.95it/s]
      28/80      0.94G       1.02      1.596     0.6645      1.231          9        640:   4%|▎         | 19/519 [00:10<03:32,  2.35it/s]
      28/80      0.94G          1      1.568     0.6526      1.222         10        640:   4%|▎         | 19/519 [00:11<03:32,  2.35it/s]
      28/80      0.94G          1      1.568     0.6526      1.222         10        640:   4%|▍         | 20/519 [00:11<05:17,  1.57it/s]
      28/80      0.94G     0.9964      1.582     0.6508       1.22         10        640:   4%|▍         | 20/519 [00:11<05:17,  1.57it/s]
      28/80      0.94G     0.9964      1.582     0.6508       1.22         10        640:   4%|▍         | 21/519 [00:11<04:19,  1.92it/s]
      28/80      0.94G      1.023      1.625     0.6897      1.237          8        640:   4%|▍         | 21/519 [00:12<04:19,  1.92it/s]
      28/80      0.94G      1.023      1.625     0.6897      1.237          8        640:   4%|▍         | 22/519 [00:12<03:35,  2.30it/s]
      28/80      0.94G      1.026      1.613     0.6854      1.245          9        640:   4%|▍         | 22/519 [00:12<03:35,  2.30it/s]
      28/80      0.94G      1.026      1.613     0.6854      1.245          9        640:   4%|▍         | 23/519 [00:12<03:16,  2.52it/s]
      28/80      0.94G      1.026      1.597     0.6824       1.25          7        640:   4%|▍         | 23/519 [00:13<03:16,  2.52it/s]
      28/80      0.94G      1.026      1.597     0.6824       1.25          7        640:   5%|▍         | 24/519 [00:13<05:14,  1.57it/s]
      28/80      0.94G      1.017      1.613     0.6888      1.248         11        640:   5%|▍         | 24/519 [00:13<05:14,  1.57it/s]
      28/80      0.94G      1.017      1.613     0.6888      1.248         11        640:   5%|▍         | 25/519 [00:13<04:18,  1.91it/s]
      28/80      0.94G      1.019      1.616     0.6883      1.251          9        640:   5%|▍         | 25/519 [00:14<04:18,  1.91it/s]
      28/80      0.94G      1.019      1.616     0.6883      1.251          9        640:   5%|▌         | 26/519 [00:14<03:39,  2.25it/s]
      28/80      0.94G      1.026      1.631     0.6935      1.258          9        640:   5%|▌         | 26/519 [00:14<03:39,  2.25it/s]
      28/80      0.94G      1.026      1.631     0.6935      1.258          9        640:   5%|▌         | 27/519 [00:14<04:06,  1.99it/s]
      28/80      0.94G      1.028      1.631     0.6922      1.253         12        640:   5%|▌         | 27/519 [00:15<04:06,  1.99it/s]
      28/80      0.94G      1.028      1.631     0.6922      1.253         12        640:   5%|▌         | 28/519 [00:15<05:28,  1.50it/s]
      28/80      0.94G       1.03      1.624     0.6896      1.262          9        640:   5%|▌         | 28/519 [00:16<05:28,  1.50it/s]
      28/80      0.94G       1.03      1.624     0.6896      1.262          9        640:   6%|▌         | 29/519 [00:16<04:09,  1.97it/s]
      28/80      0.94G       1.03      1.613     0.6892      1.259         11        640:   6%|▌         | 29/519 [00:16<04:09,  1.97it/s]
      28/80      0.94G       1.03      1.613     0.6892      1.259         11        640:   6%|▌         | 30/519 [00:16<03:25,  2.38it/s]
      28/80      0.94G      1.022      1.604     0.6851      1.252         12        640:   6%|▌         | 30/519 [00:17<03:25,  2.38it/s]
      28/80      0.94G      1.022      1.604     0.6851      1.252         12        640:   6%|▌         | 31/519 [00:17<05:17,  1.54it/s]
      28/80      0.94G      1.026      1.624     0.6915      1.254         10        640:   6%|▌         | 31/519 [00:17<05:17,  1.54it/s]
      28/80      0.94G      1.026      1.624     0.6915      1.254         10        640:   6%|▌         | 32/519 [00:17<04:14,  1.91it/s]
      28/80      0.94G      1.023      1.632     0.6928      1.248         13        640:   6%|▌         | 32/519 [00:17<04:14,  1.91it/s]
      28/80      0.94G      1.023      1.632     0.6928      1.248         13        640:   6%|▋         | 33/519 [00:17<03:30,  2.31it/s]
      28/80      0.94G      1.028      1.631     0.6919      1.251          8        640:   6%|▋         | 33/519 [00:18<03:30,  2.31it/s]
      28/80      0.94G      1.028      1.631     0.6919      1.251          8        640:   7%|▋         | 34/519 [00:18<02:58,  2.71it/s]
      28/80      0.94G      1.022      1.631     0.6891      1.247         13        640:   7%|▋         | 34/519 [00:19<02:58,  2.71it/s]
      28/80      0.94G      1.022      1.631     0.6891      1.247         13        640:   7%|▋         | 35/519 [00:19<05:04,  1.59it/s]
      28/80      0.94G      1.028      1.628     0.6855      1.256         11        640:   7%|▋         | 35/519 [00:19<05:04,  1.59it/s]
      28/80      0.94G      1.028      1.628     0.6855      1.256         11        640:   7%|▋         | 36/519 [00:19<03:56,  2.04it/s]
      28/80      0.94G      1.026       1.63     0.6834      1.255         14        640:   7%|▋         | 36/519 [00:19<03:56,  2.04it/s]
      28/80      0.94G      1.026       1.63     0.6834      1.255         14        640:   7%|▋         | 37/519 [00:19<03:24,  2.36it/s]
      28/80      0.94G      1.024      1.637     0.6966      1.252          9        640:   7%|▋         | 37/519 [00:20<03:24,  2.36it/s]
      28/80      0.94G      1.024      1.637     0.6966      1.252          9        640:   7%|▋         | 38/519 [00:20<02:51,  2.80it/s]
      28/80      0.94G      1.019      1.645     0.6962      1.253         10        640:   7%|▋         | 38/519 [00:21<02:51,  2.80it/s]
      28/80      0.94G      1.019      1.645     0.6962      1.253         10        640:   8%|▊         | 39/519 [00:21<04:56,  1.62it/s]
      28/80      0.94G      1.014      1.636     0.6915      1.249         12        640:   8%|▊         | 39/519 [00:21<04:56,  1.62it/s]
      28/80      0.94G      1.014      1.636     0.6915      1.249         12        640:   8%|▊         | 40/519 [00:21<03:49,  2.09it/s]
      28/80      0.94G      1.002       1.62     0.6838      1.243         12        640:   8%|▊         | 40/519 [00:21<03:49,  2.09it/s]
      28/80      0.94G      1.002       1.62     0.6838      1.243         12        640:   8%|▊         | 41/519 [00:21<03:07,  2.55it/s]
      28/80      0.94G      1.001      1.619     0.6811      1.245         11        640:   8%|▊         | 41/519 [00:21<03:07,  2.55it/s]
      28/80      0.94G      1.001      1.619     0.6811      1.245         11        640:   8%|▊         | 42/519 [00:21<02:45,  2.88it/s]
      28/80      0.94G      1.005      1.616     0.6926      1.249          7        640:   8%|▊         | 42/519 [00:22<02:45,  2.88it/s]
      28/80      0.94G      1.005      1.616     0.6926      1.249          7        640:   8%|▊         | 43/519 [00:22<03:29,  2.27it/s]
      28/80      0.94G      1.005      1.624     0.6879      1.251          9        640:   8%|▊         | 43/519 [00:23<03:29,  2.27it/s]
      28/80      0.94G      1.005      1.624     0.6879      1.251          9        640:   8%|▊         | 44/519 [00:23<04:42,  1.68it/s]
      28/80      0.94G     0.9961      1.607     0.6845       1.25          7        640:   8%|▊         | 44/519 [00:23<04:42,  1.68it/s]
      28/80      0.94G     0.9961      1.607     0.6845       1.25          7        640:   9%|▊         | 45/519 [00:23<03:48,  2.08it/s]
      28/80      0.94G      1.004       1.61     0.6905      1.254          7        640:   9%|▊         | 45/519 [00:23<03:48,  2.08it/s]
      28/80      0.94G      1.004       1.61     0.6905      1.254          7        640:   9%|▉         | 46/519 [00:23<03:09,  2.50it/s]
      28/80      0.94G      1.004      1.612     0.6897      1.255         11        640:   9%|▉         | 46/519 [00:24<03:09,  2.50it/s]
      28/80      0.94G      1.004      1.612     0.6897      1.255         11        640:   9%|▉         | 47/519 [00:24<03:27,  2.28it/s]
      28/80      0.94G     0.9979      1.609     0.6835       1.25          7        640:   9%|▉         | 47/519 [00:25<03:27,  2.28it/s]
      28/80      0.94G     0.9979      1.609     0.6835       1.25          7        640:   9%|▉         | 48/519 [00:25<04:34,  1.72it/s]
      28/80      0.94G      1.001      1.626     0.6848      1.251         14        640:   9%|▉         | 48/519 [00:25<04:34,  1.72it/s]
      28/80      0.94G      1.001      1.626     0.6848      1.251         14        640:   9%|▉         | 49/519 [00:25<03:38,  2.16it/s]
      28/80      0.94G      1.008       1.63     0.6876      1.254         12        640:   9%|▉         | 49/519 [00:25<03:38,  2.16it/s]
      28/80      0.94G      1.008       1.63     0.6876      1.254         12        640:  10%|▉         | 50/519 [00:25<03:14,  2.41it/s]
      28/80      0.94G      1.008      1.634     0.6874      1.252         10        640:  10%|▉         | 50/519 [00:26<03:14,  2.41it/s]
      28/80      0.94G      1.008      1.634     0.6874      1.252         10        640:  10%|▉         | 51/519 [00:26<02:57,  2.64it/s]
      28/80      0.94G      1.005      1.633     0.6849      1.249         10        640:  10%|▉         | 51/519 [00:27<02:57,  2.64it/s]
      28/80      0.94G      1.005      1.633     0.6849      1.249         10        640:  10%|█         | 52/519 [00:27<04:21,  1.78it/s]
      28/80      0.94G      1.006      1.638     0.6853       1.25         14        640:  10%|█         | 52/519 [00:27<04:21,  1.78it/s]
      28/80      0.94G      1.006      1.638     0.6853       1.25         14        640:  10%|█         | 53/519 [00:27<03:31,  2.20it/s]
      28/80      0.94G      1.003      1.631     0.6811      1.247         14        640:  10%|█         | 53/519 [00:27<03:31,  2.20it/s]
      28/80      0.94G      1.003      1.631     0.6811      1.247         14        640:  10%|█         | 54/519 [00:27<03:07,  2.49it/s]
      28/80      0.94G      1.006      1.635     0.6814      1.253          5        640:  10%|█         | 54/519 [00:27<03:07,  2.49it/s]
      28/80      0.94G      1.006      1.635     0.6814      1.253          5        640:  11%|█         | 55/519 [00:27<02:37,  2.95it/s]
      28/80      0.94G       1.01      1.637     0.6845      1.254         10        640:  11%|█         | 55/519 [00:29<02:37,  2.95it/s]
      28/80      0.94G       1.01      1.637     0.6845      1.254         10        640:  11%|█         | 56/519 [00:29<04:44,  1.63it/s]
      28/80      0.94G      1.009      1.646     0.6858      1.253         11        640:  11%|█         | 56/519 [00:29<04:44,  1.63it/s]
      28/80      0.94G      1.009      1.646     0.6858      1.253         11        640:  11%|█         | 57/519 [00:29<03:44,  2.06it/s]
      28/80      0.94G      1.009       1.64      0.686      1.254         12        640:  11%|█         | 57/519 [00:29<03:44,  2.06it/s]
      28/80      0.94G      1.009       1.64      0.686      1.254         12        640:  11%|█         | 58/519 [00:29<03:09,  2.44it/s]
      28/80      0.94G      1.007      1.635     0.6824      1.251         10        640:  11%|█         | 58/519 [00:29<03:09,  2.44it/s]
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      28/80      0.94G      1.017      1.666     0.7062      1.269         12        640:  97%|█████████▋| 502/519 [03:51<00:10,  1.68it/s]
      28/80      0.94G      1.017      1.666     0.7063      1.269          7        640:  97%|█████████▋| 502/519 [03:52<00:10,  1.68it/s]
      28/80      0.94G      1.017      1.666     0.7063      1.269          7        640:  97%|█████████▋| 503/519 [03:52<00:08,  2.00it/s]
      28/80      0.94G      1.016      1.666     0.7064      1.269         14        640:  97%|█████████▋| 503/519 [03:52<00:08,  2.00it/s]
      28/80      0.94G      1.016      1.666     0.7064      1.269         14        640:  97%|█████████▋| 504/519 [03:52<00:06,  2.43it/s]
      28/80      0.94G      1.016      1.665     0.7059      1.269         11        640:  97%|█████████▋| 504/519 [03:52<00:06,  2.43it/s]
      28/80      0.94G      1.016      1.665     0.7059      1.269         11        640:  97%|█████████▋| 505/519 [03:52<00:05,  2.77it/s]
      28/80      0.94G      1.016      1.664     0.7056      1.269         14        640:  97%|█████████▋| 505/519 [03:54<00:05,  2.77it/s]
      28/80      0.94G      1.016      1.664     0.7056      1.269         14        640:  97%|█████████▋| 506/519 [03:54<00:08,  1.52it/s]
      28/80      0.94G      1.016      1.665     0.7057      1.269          8        640:  97%|█████████▋| 506/519 [03:54<00:08,  1.52it/s]
      28/80      0.94G      1.016      1.665     0.7057      1.269          8        640:  98%|█████████▊| 507/519 [03:54<00:06,  1.87it/s]
      28/80      0.94G      1.015      1.664     0.7052      1.269          9        640:  98%|█████████▊| 507/519 [03:54<00:06,  1.87it/s]
      28/80      0.94G      1.015      1.664     0.7052      1.269          9        640:  98%|█████████▊| 508/519 [03:54<00:04,  2.22it/s]
      28/80      0.94G      1.015      1.664      0.705      1.269          9        640:  98%|█████████▊| 508/519 [03:54<00:04,  2.22it/s]
      28/80      0.94G      1.015      1.664      0.705      1.269          9        640:  98%|█████████▊| 509/519 [03:54<00:03,  2.63it/s]
      28/80      0.94G      1.015      1.664     0.7049      1.269          8        640:  98%|█████████▊| 509/519 [03:55<00:03,  2.63it/s]
      28/80      0.94G      1.015      1.664     0.7049      1.269          8        640:  98%|█████████▊| 510/519 [03:55<00:05,  1.65it/s]
      28/80      0.94G      1.015      1.664     0.7048      1.269          9        640:  98%|█████████▊| 510/519 [03:56<00:05,  1.65it/s]
      28/80      0.94G      1.015      1.664     0.7048      1.269          9        640:  98%|█████████▊| 511/519 [03:56<00:03,  2.05it/s]
      28/80      0.94G      1.016      1.664     0.7048       1.27          6        640:  98%|█████████▊| 511/519 [03:56<00:03,  2.05it/s]
      28/80      0.94G      1.016      1.664     0.7048       1.27          6        640:  99%|█████████▊| 512/519 [03:56<00:03,  2.32it/s]
      28/80      0.94G      1.016      1.663     0.7045       1.27          9        640:  99%|█████████▊| 512/519 [03:56<00:03,  2.32it/s]
      28/80      0.94G      1.016      1.663     0.7045       1.27          9        640:  99%|█████████▉| 513/519 [03:56<00:02,  2.23it/s]
      28/80      0.94G      1.016      1.663     0.7043       1.27         12        640:  99%|█████████▉| 513/519 [03:57<00:02,  2.23it/s]
      28/80      0.94G      1.016      1.663     0.7043       1.27         12        640:  99%|█████████▉| 514/519 [03:57<00:01,  2.64it/s]
      28/80      0.94G      1.016      1.663     0.7047       1.27          9        640:  99%|█████████▉| 514/519 [03:57<00:01,  2.64it/s]
      28/80      0.94G      1.016      1.663     0.7047       1.27          9        640:  99%|█████████▉| 515/519 [03:57<00:01,  3.08it/s]
      28/80      0.94G      1.016      1.662     0.7043       1.27         12        640:  99%|█████████▉| 515/519 [03:57<00:01,  3.08it/s]
      28/80      0.94G      1.016      1.662     0.7043       1.27         12        640:  99%|█████████▉| 516/519 [03:57<00:00,  3.41it/s]
      28/80      0.94G      1.016      1.661     0.7038      1.269          9        640:  99%|█████████▉| 516/519 [03:58<00:00,  3.41it/s]
      28/80      0.94G      1.016      1.661     0.7038      1.269          9        640: 100%|█████████▉| 517/519 [03:58<00:00,  2.59it/s]
      28/80      0.94G      1.016       1.66     0.7036      1.269         12        640: 100%|█████████▉| 517/519 [03:58<00:00,  2.59it/s]
      28/80      0.94G      1.016      1.659     0.7032      1.269          7        640: 100%|█████████▉| 517/519 [03:58<00:00,  2.59it/s]
      28/80      0.94G      1.016      1.659     0.7032      1.269          7        640: 100%|██████████| 519/519 [03:58<00:00,  4.20it/s]
      28/80      0.94G      1.016      1.659     0.7032      1.269          7        640: 100%|██████████| 519/519 [03:58<00:00,  2.18it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<07:16,  6.83s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:07<03:06,  2.96s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:49,  1.76s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:14,  1.22s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<00:56,  1.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:48,  1.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:44,  1.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:38,  1.50it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:32,  1.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:27,  1.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:11<00:25,  2.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:23,  2.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:12<00:24,  2.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:23,  2.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:22,  2.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:22,  2.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:14<00:25,  1.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:25,  1.82it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:15<00:24,  1.87it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:25,  1.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:27,  1.62it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:17<00:26,  1.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  1.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:18<00:18,  2.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:13,  2.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  4.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:19<00:06,  5.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:19<00:05,  5.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:19<00:05,  6.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:04,  6.46it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  7.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  7.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:20<00:03,  7.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:20<00:03,  7.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:03,  6.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:21<00:03,  6.40it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:21<00:03,  6.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  6.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.44it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:22<00:01,  7.50it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  82%|████████▏ | 53/65 [00:22<00:01,  8.59it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  9.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:23<00:00,  9.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:23<00:00,  9.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.75it/s]
+                   all        519        519      0.964      0.941      0.984      0.741      0.966      0.943      0.987      0.712
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
      29/80      0.94G     0.7373      1.196     0.4895      1.047         11        640:   0%|          | 0/519 [00:02<?, ?it/s]
      29/80      0.94G     0.7373      1.196     0.4895      1.047         11        640:   0%|          | 1/519 [00:02<22:20,  2.59s/it]
      29/80      0.94G     0.8525      1.393     0.6471      1.097         10        640:   0%|          | 1/519 [00:02<22:20,  2.59s/it]
      29/80      0.94G     0.8525      1.393     0.6471      1.097         10        640:   0%|          | 2/519 [00:02<10:21,  1.20s/it]
      29/80      0.94G     0.9254      1.366     0.6321       1.22          9        640:   0%|          | 2/519 [00:03<10:21,  1.20s/it]
      29/80      0.94G     0.9254      1.366     0.6321       1.22          9        640:   1%|          | 3/519 [00:03<06:34,  1.31it/s]
      29/80      0.94G     0.9464       1.45     0.6235       1.28          9        640:   1%|          | 3/519 [00:03<06:34,  1.31it/s]
      29/80      0.94G     0.9464       1.45     0.6235       1.28          9        640:   1%|          | 4/519 [00:03<04:39,  1.84it/s]
      29/80      0.94G     0.9353       1.42     0.6198      1.252         12        640:   1%|          | 4/519 [00:04<04:39,  1.84it/s]
      29/80      0.94G     0.9353       1.42     0.6198      1.252         12        640:   1%|          | 5/519 [00:04<07:05,  1.21it/s]
      29/80      0.94G      1.017      1.571     0.7055      1.285         13        640:   1%|          | 5/519 [00:04<07:05,  1.21it/s]
      29/80      0.94G      1.017      1.571     0.7055      1.285         13        640:   1%|          | 6/519 [00:04<05:23,  1.59it/s]
      29/80      0.94G      1.048      1.522     0.7092      1.308          9        640:   1%|          | 6/519 [00:05<05:23,  1.59it/s]
      29/80      0.94G      1.048      1.522     0.7092      1.308          9        640:   1%|▏         | 7/519 [00:05<04:23,  1.94it/s]
      29/80      0.94G      1.035      1.523     0.6838       1.29         13        640:   1%|▏         | 7/519 [00:05<04:23,  1.94it/s]
      29/80      0.94G      1.035      1.523     0.6838       1.29         13        640:   2%|▏         | 8/519 [00:05<03:31,  2.41it/s]
      29/80      0.94G      1.017      1.523     0.6845      1.295          7        640:   2%|▏         | 8/519 [00:06<03:31,  2.41it/s]
      29/80      0.94G      1.017      1.523     0.6845      1.295          7        640:   2%|▏         | 9/519 [00:06<05:20,  1.59it/s]
      29/80      0.94G      1.014      1.594     0.6862      1.311          8        640:   2%|▏         | 9/519 [00:06<05:20,  1.59it/s]
      29/80      0.94G      1.014      1.594     0.6862      1.311          8        640:   2%|▏         | 10/519 [00:06<04:18,  1.97it/s]
      29/80      0.94G      1.022       1.64     0.7104      1.299         11        640:   2%|▏         | 10/519 [00:06<04:18,  1.97it/s]
      29/80      0.94G      1.022       1.64     0.7104      1.299         11        640:   2%|▏         | 11/519 [00:06<03:39,  2.31it/s]
      29/80      0.94G      1.045      1.693     0.7115      1.304         10        640:   2%|▏         | 11/519 [00:07<03:39,  2.31it/s]
      29/80      0.94G      1.045      1.693     0.7115      1.304         10        640:   2%|▏         | 12/519 [00:07<03:10,  2.66it/s]
      29/80      0.94G       1.02      1.671     0.7154      1.287          7        640:   2%|▏         | 12/519 [00:08<03:10,  2.66it/s]
      29/80      0.94G       1.02      1.671     0.7154      1.287          7        640:   3%|▎         | 13/519 [00:08<05:07,  1.65it/s]
      29/80      0.94G      1.032      1.691     0.7236      1.295         11        640:   3%|▎         | 13/519 [00:08<05:07,  1.65it/s]
      29/80      0.94G      1.032      1.691     0.7236      1.295         11        640:   3%|▎         | 14/519 [00:08<03:58,  2.12it/s]
      29/80      0.94G       1.03      1.692     0.7288      1.285          8        640:   3%|▎         | 14/519 [00:08<03:58,  2.12it/s]
      29/80      0.94G       1.03      1.692     0.7288      1.285          8        640:   3%|▎         | 15/519 [00:08<03:13,  2.61it/s]
      29/80      0.94G      1.021      1.677     0.7214      1.275         10        640:   3%|▎         | 15/519 [00:08<03:13,  2.61it/s]
      29/80      0.94G      1.021      1.677     0.7214      1.275         10        640:   3%|▎         | 16/519 [00:08<02:49,  2.97it/s]
      29/80      0.94G      1.009       1.67     0.7129      1.271         10        640:   3%|▎         | 16/519 [00:09<02:49,  2.97it/s]
      29/80      0.94G      1.009       1.67     0.7129      1.271         10        640:   3%|▎         | 17/519 [00:09<04:33,  1.84it/s]
      29/80      0.94G      1.027      1.699     0.7274      1.287         11        640:   3%|▎         | 17/519 [00:10<04:33,  1.84it/s]
      29/80      0.94G      1.027      1.699     0.7274      1.287         11        640:   3%|▎         | 18/519 [00:10<04:58,  1.68it/s]
      29/80      0.94G      1.037      1.697     0.7234       1.29          9        640:   3%|▎         | 18/519 [00:10<04:58,  1.68it/s]
      29/80      0.94G      1.037      1.697     0.7234       1.29          9        640:   4%|▎         | 19/519 [00:10<04:05,  2.04it/s]
      29/80      0.94G      1.018      1.669     0.7127      1.277          8        640:   4%|▎         | 19/519 [00:11<04:05,  2.04it/s]
      29/80      0.94G      1.018      1.669     0.7127      1.277          8        640:   4%|▍         | 20/519 [00:11<03:20,  2.49it/s]
      29/80      0.94G      1.013      1.646     0.7129      1.273         10        640:   4%|▍         | 20/519 [00:11<03:20,  2.49it/s]
      29/80      0.94G      1.013      1.646     0.7129      1.273         10        640:   4%|▍         | 21/519 [00:11<03:24,  2.43it/s]
      29/80      0.94G      1.009      1.643     0.7023       1.27         12        640:   4%|▍         | 21/519 [00:12<03:24,  2.43it/s]
      29/80      0.94G      1.009      1.643     0.7023       1.27         12        640:   4%|▍         | 22/519 [00:12<04:55,  1.68it/s]
      29/80      0.94G      1.029      1.647     0.7069      1.283         10        640:   4%|▍         | 22/519 [00:12<04:55,  1.68it/s]
      29/80      0.94G      1.029      1.647     0.7069      1.283         10        640:   4%|▍         | 23/519 [00:12<04:07,  2.00it/s]
      29/80      0.94G      1.027       1.64     0.6992      1.286          9        640:   4%|▍         | 23/519 [00:12<04:07,  2.00it/s]
      29/80      0.94G      1.027       1.64     0.6992      1.286          9        640:   5%|▍         | 24/519 [00:12<03:24,  2.43it/s]
      29/80      0.94G       1.05       1.66     0.7291      1.303          5        640:   5%|▍         | 24/519 [00:13<03:24,  2.43it/s]
      29/80      0.94G       1.05       1.66     0.7291      1.303          5        640:   5%|▍         | 25/519 [00:13<03:16,  2.52it/s]
      29/80      0.94G      1.045      1.644     0.7304      1.308          7        640:   5%|▍         | 25/519 [00:13<03:16,  2.52it/s]
      29/80      0.94G      1.045      1.644     0.7304      1.308          7        640:   5%|▌         | 26/519 [00:13<03:49,  2.15it/s]
      29/80      0.94G      1.037      1.639      0.727      1.302         12        640:   5%|▌         | 26/519 [00:14<03:49,  2.15it/s]
      29/80      0.94G      1.037      1.639      0.727      1.302         12        640:   5%|▌         | 27/519 [00:14<03:12,  2.55it/s]
      29/80      0.94G      1.038      1.655     0.7265      1.296         12        640:   5%|▌         | 27/519 [00:14<03:12,  2.55it/s]
      29/80      0.94G      1.038      1.655     0.7265      1.296         12        640:   5%|▌         | 28/519 [00:14<02:48,  2.92it/s]
      29/80      0.94G      1.032      1.654     0.7325      1.294         11        640:   5%|▌         | 28/519 [00:15<02:48,  2.92it/s]
      29/80      0.94G      1.032      1.654     0.7325      1.294         11        640:   6%|▌         | 29/519 [00:15<04:35,  1.78it/s]
      29/80      0.94G      1.027      1.658     0.7316      1.291         11        640:   6%|▌         | 29/519 [00:16<04:35,  1.78it/s]
      29/80      0.94G      1.027      1.658     0.7316      1.291         11        640:   6%|▌         | 30/519 [00:16<04:26,  1.83it/s]
      29/80      0.94G      1.032      1.681     0.7417      1.291         12        640:   6%|▌         | 30/519 [00:16<04:26,  1.83it/s]
      29/80      0.94G      1.032      1.681     0.7417      1.291         12        640:   6%|▌         | 31/519 [00:16<03:40,  2.22it/s]
      29/80      0.94G      1.033      1.686      0.748      1.291          9        640:   6%|▌         | 31/519 [00:16<03:40,  2.22it/s]
      29/80      0.94G      1.033      1.686      0.748      1.291          9        640:   6%|▌         | 32/519 [00:16<03:12,  2.53it/s]
      29/80      0.94G      1.032      1.677     0.7458      1.285         15        640:   6%|▌         | 32/519 [00:18<03:12,  2.53it/s]
      29/80      0.94G      1.032      1.677     0.7458      1.285         15        640:   6%|▋         | 33/519 [00:18<06:02,  1.34it/s]
      29/80      0.94G      1.041      1.687     0.7472      1.289         12        640:   6%|▋         | 33/519 [00:18<06:02,  1.34it/s]
      29/80      0.94G      1.041      1.687     0.7472      1.289         12        640:   7%|▋         | 34/519 [00:18<04:50,  1.67it/s]
      29/80      0.94G      1.037       1.67     0.7402      1.285         11        640:   7%|▋         | 34/519 [00:18<04:50,  1.67it/s]
      29/80      0.94G      1.037       1.67     0.7402      1.285         11        640:   7%|▋         | 35/519 [00:18<03:51,  2.09it/s]
      29/80      0.94G       1.04      1.697     0.7441      1.281         11        640:   7%|▋         | 35/519 [00:18<03:51,  2.09it/s]
      29/80      0.94G       1.04      1.697     0.7441      1.281         11        640:   7%|▋         | 36/519 [00:18<03:25,  2.36it/s]
      29/80      0.94G      1.036      1.692     0.7366      1.276          8        640:   7%|▋         | 36/519 [00:20<03:25,  2.36it/s]
      29/80      0.94G      1.036      1.692     0.7366      1.276          8        640:   7%|▋         | 37/519 [00:20<05:16,  1.53it/s]
      29/80      0.94G      1.037      1.707     0.7427      1.287          8        640:   7%|▋         | 37/519 [00:20<05:16,  1.53it/s]
      29/80      0.94G      1.037      1.707     0.7427      1.287          8        640:   7%|▋         | 38/519 [00:20<04:09,  1.93it/s]
      29/80      0.94G      1.043      1.707     0.7442      1.287         10        640:   7%|▋         | 38/519 [00:20<04:09,  1.93it/s]
      29/80      0.94G      1.043      1.707     0.7442      1.287         10        640:   8%|▊         | 39/519 [00:20<03:25,  2.34it/s]
      29/80      0.94G      1.039      1.699      0.742      1.284          9        640:   8%|▊         | 39/519 [00:20<03:25,  2.34it/s]
      29/80      0.94G      1.039      1.699      0.742      1.284          9        640:   8%|▊         | 40/519 [00:20<03:04,  2.60it/s]
      29/80      0.94G      1.038      1.698     0.7373      1.282          7        640:   8%|▊         | 40/519 [00:21<03:04,  2.60it/s]
      29/80      0.94G      1.038      1.698     0.7373      1.282          7        640:   8%|▊         | 41/519 [00:21<04:27,  1.79it/s]
      29/80      0.94G      1.031      1.703     0.7426      1.281         10        640:   8%|▊         | 41/519 [00:21<04:27,  1.79it/s]
      29/80      0.94G      1.031      1.703     0.7426      1.281         10        640:   8%|▊         | 42/519 [00:21<03:49,  2.08it/s]
      29/80      0.94G      1.028      1.699      0.739      1.277         10        640:   8%|▊         | 42/519 [00:22<03:49,  2.08it/s]
      29/80      0.94G      1.028      1.699      0.739      1.277         10        640:   8%|▊         | 43/519 [00:22<03:11,  2.48it/s]
      29/80      0.94G      1.034      1.706     0.7477      1.283          9        640:   8%|▊         | 43/519 [00:22<03:11,  2.48it/s]
      29/80      0.94G      1.034      1.706     0.7477      1.283          9        640:   8%|▊         | 44/519 [00:22<02:45,  2.86it/s]
      29/80      0.94G       1.04      1.718     0.7552      1.289          6        640:   8%|▊         | 44/519 [00:23<02:45,  2.86it/s]
      29/80      0.94G       1.04      1.718     0.7552      1.289          6        640:   9%|▊         | 45/519 [00:23<05:14,  1.50it/s]
      29/80      0.94G       1.04      1.711     0.7524       1.29          9        640:   9%|▊         | 45/519 [00:24<05:14,  1.50it/s]
      29/80      0.94G       1.04      1.711     0.7524       1.29          9        640:   9%|▉         | 46/519 [00:24<04:08,  1.91it/s]
      29/80      0.94G       1.04      1.708     0.7502       1.29         12        640:   9%|▉         | 46/519 [00:24<04:08,  1.91it/s]
      29/80      0.94G       1.04      1.708     0.7502       1.29         12        640:   9%|▉         | 47/519 [00:24<03:17,  2.39it/s]
      29/80      0.94G      1.046      1.722     0.7551      1.293         11        640:   9%|▉         | 47/519 [00:24<03:17,  2.39it/s]
      29/80      0.94G      1.046      1.722     0.7551      1.293         11        640:   9%|▉         | 48/519 [00:24<02:54,  2.70it/s]
      29/80      0.94G      1.049      1.728     0.7624      1.292         10        640:   9%|▉         | 48/519 [00:26<02:54,  2.70it/s]
      29/80      0.94G      1.049      1.728     0.7624      1.292         10        640:   9%|▉         | 49/519 [00:26<05:41,  1.38it/s]
      29/80      0.94G      1.041      1.719     0.7561      1.289         12        640:   9%|▉         | 49/519 [00:26<05:41,  1.38it/s]
      29/80      0.94G      1.041      1.719     0.7561      1.289         12        640:  10%|▉         | 50/519 [00:26<04:19,  1.81it/s]
      29/80      0.94G      1.038      1.728     0.7562      1.288          8        640:  10%|▉         | 50/519 [00:26<04:19,  1.81it/s]
      29/80      0.94G      1.038      1.728     0.7562      1.288          8        640:  10%|▉         | 51/519 [00:26<03:27,  2.26it/s]
      29/80      0.94G      1.036      1.731     0.7507      1.286         13        640:  10%|▉         | 51/519 [00:26<03:27,  2.26it/s]
      29/80      0.94G      1.036      1.731     0.7507      1.286         13        640:  10%|█         | 52/519 [00:26<02:56,  2.64it/s]
      29/80      0.94G      1.034      1.732     0.7509      1.284          8        640:  10%|█         | 52/519 [00:27<02:56,  2.64it/s]
      29/80      0.94G      1.034      1.732     0.7509      1.284          8        640:  10%|█         | 53/519 [00:27<05:09,  1.50it/s]
      29/80      0.94G      1.029      1.727     0.7457      1.283          8        640:  10%|█         | 53/519 [00:28<05:09,  1.50it/s]
      29/80      0.94G      1.029      1.727     0.7457      1.283          8        640:  10%|█         | 54/519 [00:28<03:56,  1.97it/s]
      29/80      0.94G      1.026       1.72     0.7447      1.279          7        640:  10%|█         | 54/519 [00:28<03:56,  1.97it/s]
      29/80      0.94G      1.026       1.72     0.7447      1.279          7        640:  11%|█         | 55/519 [00:28<03:13,  2.40it/s]
      29/80      0.94G      1.025      1.726     0.7423      1.275          8        640:  11%|█         | 55/519 [00:28<03:13,  2.40it/s]
      29/80      0.94G      1.025      1.726     0.7423      1.275          8        640:  11%|█         | 56/519 [00:28<02:50,  2.71it/s]
      29/80      0.94G      1.025      1.732      0.741      1.276         11        640:  11%|█         | 56/519 [00:29<02:50,  2.71it/s]
      29/80      0.94G      1.025      1.732      0.741      1.276         11        640:  11%|█         | 57/519 [00:29<04:53,  1.57it/s]
      29/80      0.94G      1.025      1.727     0.7375      1.276         13        640:  11%|█         | 57/519 [00:29<04:53,  1.57it/s]
      29/80      0.94G      1.025      1.727     0.7375      1.276         13        640:  11%|█         | 58/519 [00:29<03:47,  2.02it/s]
      29/80      0.94G      1.026      1.727     0.7361      1.278          8        640:  11%|█         | 58/519 [00:30<03:47,  2.02it/s]
      29/80      0.94G      1.026      1.727     0.7361      1.278          8        640:  11%|█▏        | 59/519 [00:30<03:02,  2.52it/s]
      29/80      0.94G      1.024      1.723     0.7333      1.279         10        640:  11%|█▏        | 59/519 [00:30<03:02,  2.52it/s]
      29/80      0.94G      1.024      1.723     0.7333      1.279         10        640:  12%|█▏        | 60/519 [00:30<02:46,  2.76it/s]
      29/80      0.94G      1.025      1.723     0.7301       1.28         14        640:  12%|█▏        | 60/519 [00:31<02:46,  2.76it/s]
      29/80      0.94G      1.025      1.723     0.7301       1.28         14        640:  12%|█▏        | 61/519 [00:31<04:10,  1.83it/s]
      29/80      0.94G      1.029      1.727     0.7318      1.283          8        640:  12%|█▏        | 61/519 [00:31<04:10,  1.83it/s]
      29/80      0.94G      1.029      1.727     0.7318      1.283          8        640:  12%|█▏        | 62/519 [00:31<03:24,  2.23it/s]
      29/80      0.94G      1.027      1.718     0.7281      1.281         12        640:  12%|█▏        | 62/519 [00:31<03:24,  2.23it/s]
      29/80      0.94G      1.027      1.718     0.7281      1.281         12        640:  12%|█▏        | 63/519 [00:31<02:58,  2.55it/s]
      29/80      0.94G      1.027      1.721     0.7283      1.283          9        640:  12%|█▏        | 63/519 [00:32<02:58,  2.55it/s]
      29/80      0.94G      1.027      1.721     0.7283      1.283          9        640:  12%|█▏        | 64/519 [00:32<02:35,  2.93it/s]
      29/80      0.94G      1.033       1.72     0.7305      1.285         10        640:  12%|█▏        | 64/519 [00:33<02:35,  2.93it/s]
      29/80      0.94G      1.033       1.72     0.7305      1.285         10        640:  13%|█▎        | 65/519 [00:33<04:31,  1.67it/s]
      29/80      0.94G      1.036      1.715     0.7279      1.287          7        640:  13%|█▎        | 65/519 [00:33<04:31,  1.67it/s]
      29/80      0.94G      1.036      1.715     0.7279      1.287          7        640:  13%|█▎        | 66/519 [00:33<03:39,  2.06it/s]
      29/80      0.94G      1.031      1.709     0.7246      1.283         14        640:  13%|█▎        | 66/519 [00:33<03:39,  2.06it/s]
      29/80      0.94G      1.031      1.709     0.7246      1.283         14        640:  13%|█▎        | 67/519 [00:33<03:03,  2.47it/s]
      29/80      0.94G      1.031      1.708     0.7218      1.284          9        640:  13%|█▎        | 67/519 [00:33<03:03,  2.47it/s]
      29/80      0.94G      1.031      1.708     0.7218      1.284          9        640:  13%|█▎        | 68/519 [00:33<02:36,  2.89it/s]
      29/80      0.94G      1.031      1.708     0.7214      1.284         13        640:  13%|█▎        | 68/519 [00:35<02:36,  2.89it/s]
      29/80      0.94G      1.031      1.708     0.7214      1.284         13        640:  13%|█▎        | 69/519 [00:35<04:18,  1.74it/s]
      29/80      0.94G      1.027      1.704      0.719      1.281          7        640:  13%|█▎        | 69/519 [00:35<04:18,  1.74it/s]
      29/80      0.94G      1.027      1.704      0.719      1.281          7        640:  13%|█▎        | 70/519 [00:35<03:29,  2.14it/s]
      29/80      0.94G      1.027      1.705     0.7175       1.28         11        640:  13%|█▎        | 70/519 [00:35<03:29,  2.14it/s]
      29/80      0.94G      1.027      1.705     0.7175       1.28         11        640:  14%|█▎        | 71/519 [00:35<02:50,  2.62it/s]
      29/80      0.94G      1.023      1.699     0.7134      1.277         10        640:  14%|█▎        | 71/519 [00:35<02:50,  2.62it/s]
      29/80      0.94G      1.023      1.699     0.7134      1.277         10        640:  14%|█▍        | 72/519 [00:35<02:20,  3.18it/s]
      29/80      0.94G      1.022      1.702     0.7154      1.276          4        640:  14%|█▍        | 72/519 [00:36<02:20,  3.18it/s]
      29/80      0.94G      1.022      1.702     0.7154      1.276          4        640:  14%|█▍        | 73/519 [00:36<04:10,  1.78it/s]
      29/80      0.94G      1.018      1.695     0.7144      1.274         10        640:  14%|█▍        | 73/519 [00:36<04:10,  1.78it/s]
      29/80      0.94G      1.018      1.695     0.7144      1.274         10        640:  14%|█▍        | 74/519 [00:36<03:28,  2.14it/s]
      29/80      0.94G      1.015      1.701     0.7139      1.272         12        640:  14%|█▍        | 74/519 [00:37<03:28,  2.14it/s]
      29/80      0.94G      1.015      1.701     0.7139      1.272         12        640:  14%|█▍        | 75/519 [00:37<02:50,  2.61it/s]
      29/80      0.94G      1.015      1.696      0.713      1.273         11        640:  14%|█▍        | 75/519 [00:37<02:50,  2.61it/s]
      29/80      0.94G      1.015      1.696      0.713      1.273         11        640:  15%|█▍        | 76/519 [00:37<02:37,  2.80it/s]
      29/80      0.94G      1.013      1.692     0.7108      1.273         10        640:  15%|█▍        | 76/519 [00:37<02:37,  2.80it/s]
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      29/80      0.94G     0.9958      1.657     0.6828      1.257         11        640:  76%|███████▌  | 394/519 [03:04<00:42,  2.96it/s]
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      29/80      0.94G     0.9969      1.659     0.6835      1.259          9        640:  76%|███████▋  | 396/519 [03:04<01:01,  2.01it/s]
      29/80      0.94G     0.9964      1.658     0.6829      1.259          9        640:  76%|███████▋  | 396/519 [03:04<01:01,  2.01it/s]
      29/80      0.94G     0.9964      1.658     0.6829      1.259          9        640:  76%|███████▋  | 397/519 [03:04<00:48,  2.51it/s]
      29/80      0.94G     0.9965      1.659      0.683      1.259         11        640:  76%|███████▋  | 397/519 [03:04<00:48,  2.51it/s]
      29/80      0.94G     0.9965      1.659      0.683      1.259         11        640:  77%|███████▋  | 398/519 [03:04<00:44,  2.74it/s]
      29/80      0.94G     0.9961      1.657     0.6826      1.259          5        640:  77%|███████▋  | 398/519 [03:05<00:44,  2.74it/s]
      29/80      0.94G     0.9961      1.657     0.6826      1.259          5        640:  77%|███████▋  | 399/519 [03:05<01:02,  1.91it/s]
      29/80      0.94G     0.9969      1.659     0.6823      1.259          7        640:  77%|███████▋  | 399/519 [03:06<01:02,  1.91it/s]
      29/80      0.94G     0.9969      1.659     0.6823      1.259          7        640:  77%|███████▋  | 400/519 [03:06<00:52,  2.25it/s]
      29/80      0.94G     0.9962      1.659     0.6821      1.259          8        640:  77%|███████▋  | 400/519 [03:06<00:52,  2.25it/s]
      29/80      0.94G     0.9962      1.659     0.6821      1.259          8        640:  77%|███████▋  | 401/519 [03:06<00:44,  2.68it/s]
      29/80      0.94G     0.9956      1.659     0.6819      1.259          9        640:  77%|███████▋  | 401/519 [03:06<00:44,  2.68it/s]
      29/80      0.94G     0.9956      1.659     0.6819      1.259          9        640:  77%|███████▋  | 402/519 [03:06<00:40,  2.91it/s]
      29/80      0.94G     0.9953      1.658     0.6814      1.259         11        640:  77%|███████▋  | 402/519 [03:07<00:40,  2.91it/s]
      29/80      0.94G     0.9953      1.658     0.6814      1.259         11        640:  78%|███████▊  | 403/519 [03:07<00:42,  2.71it/s]
      29/80      0.94G     0.9943      1.658     0.6807      1.258          8        640:  78%|███████▊  | 403/519 [03:07<00:42,  2.71it/s]
      29/80      0.94G     0.9943      1.658     0.6807      1.258          8        640:  78%|███████▊  | 404/519 [03:07<00:36,  3.14it/s]
      29/80      0.94G     0.9942      1.657     0.6805      1.258         13        640:  78%|███████▊  | 404/519 [03:08<00:36,  3.14it/s]
      29/80      0.94G     0.9942      1.657     0.6805      1.258         13        640:  78%|███████▊  | 405/519 [03:08<00:54,  2.11it/s]
      29/80      0.94G     0.9937      1.656       0.68      1.258         11        640:  78%|███████▊  | 405/519 [03:08<00:54,  2.11it/s]
      29/80      0.94G     0.9937      1.656       0.68      1.258         11        640:  78%|███████▊  | 406/519 [03:08<00:44,  2.57it/s]
      29/80      0.94G     0.9936      1.656     0.6797      1.257         11        640:  78%|███████▊  | 406/519 [03:09<00:44,  2.57it/s]
      29/80      0.94G     0.9936      1.656     0.6797      1.257         11        640:  78%|███████▊  | 407/519 [03:09<01:00,  1.84it/s]
      29/80      0.94G     0.9934      1.656     0.6797      1.257         11        640:  78%|███████▊  | 407/519 [03:09<01:00,  1.84it/s]
      29/80      0.94G     0.9934      1.656     0.6797      1.257         11        640:  79%|███████▊  | 408/519 [03:09<00:50,  2.20it/s]
      29/80      0.94G     0.9934      1.656     0.6798      1.257         10        640:  79%|███████▊  | 408/519 [03:10<00:50,  2.20it/s]
      29/80      0.94G     0.9934      1.656     0.6798      1.257         10        640:  79%|███████▉  | 409/519 [03:10<01:02,  1.75it/s]
      29/80      0.94G     0.9931      1.655     0.6795      1.256         10        640:  79%|███████▉  | 409/519 [03:10<01:02,  1.75it/s]
      29/80      0.94G     0.9931      1.655     0.6795      1.256         10        640:  79%|███████▉  | 410/519 [03:10<00:51,  2.13it/s]
      29/80      0.94G      0.993      1.655     0.6799      1.257          6        640:  79%|███████▉  | 410/519 [03:11<00:51,  2.13it/s]
      29/80      0.94G      0.993      1.655     0.6799      1.257          6        640:  79%|███████▉  | 411/519 [03:11<01:03,  1.71it/s]
      29/80      0.94G     0.9925      1.654     0.6802      1.256         11        640:  79%|███████▉  | 411/519 [03:11<01:03,  1.71it/s]
      29/80      0.94G     0.9925      1.654     0.6802      1.256         11        640:  79%|███████▉  | 412/519 [03:11<00:51,  2.09it/s]
      29/80      0.94G     0.9929      1.654     0.6807      1.256         10        640:  79%|███████▉  | 412/519 [03:11<00:51,  2.09it/s]
      29/80      0.94G     0.9929      1.654     0.6807      1.256         10        640:  80%|███████▉  | 413/519 [03:11<00:42,  2.47it/s]
      29/80      0.94G     0.9933      1.654     0.6805      1.256         11        640:  80%|███████▉  | 413/519 [03:12<00:42,  2.47it/s]
      29/80      0.94G     0.9933      1.654     0.6805      1.256         11        640:  80%|███████▉  | 414/519 [03:12<00:38,  2.73it/s]
      29/80      0.94G     0.9932      1.653     0.6802      1.256         10        640:  80%|███████▉  | 414/519 [03:12<00:38,  2.73it/s]
      29/80      0.94G     0.9932      1.653     0.6802      1.256         10        640:  80%|███████▉  | 415/519 [03:12<00:52,  1.97it/s]
      29/80      0.94G     0.9925      1.652     0.6796      1.255          8        640:  80%|███████▉  | 415/519 [03:13<00:52,  1.97it/s]
      29/80      0.94G     0.9925      1.652     0.6796      1.255          8        640:  80%|████████  | 416/519 [03:13<00:42,  2.40it/s]
      29/80      0.94G     0.9923      1.652     0.6794      1.255         12        640:  80%|████████  | 416/519 [03:13<00:42,  2.40it/s]
      29/80      0.94G     0.9923      1.652     0.6794      1.255         12        640:  80%|████████  | 417/519 [03:13<00:37,  2.75it/s]
      29/80      0.94G     0.9928      1.653     0.6803      1.255          9        640:  80%|████████  | 417/519 [03:13<00:37,  2.75it/s]
      29/80      0.94G     0.9928      1.653     0.6803      1.255          9        640:  81%|████████  | 418/519 [03:13<00:33,  3.02it/s]
      29/80      0.94G     0.9931      1.653     0.6802      1.256         12        640:  81%|████████  | 418/519 [03:15<00:33,  3.02it/s]
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      29/80      0.94G     0.9928      1.652     0.6799      1.255         15        640:  81%|████████  | 419/519 [03:15<01:14,  1.33it/s]
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      29/80      0.94G     0.9927      1.653     0.6799      1.255         12        640:  81%|████████  | 420/519 [03:15<00:59,  1.66it/s]
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      29/80      0.94G     0.9927      1.653     0.6793      1.255          8        640:  81%|████████  | 421/519 [03:16<00:47,  2.06it/s]
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      29/80      0.94G     0.9923      1.651     0.6792      1.255         11        640:  82%|████████▏ | 424/519 [03:17<00:49,  1.92it/s]
      29/80      0.94G     0.9931      1.652     0.6793      1.255          6        640:  82%|████████▏ | 424/519 [03:17<00:49,  1.92it/s]
      29/80      0.94G     0.9931      1.652     0.6793      1.255          6        640:  82%|████████▏ | 425/519 [03:17<00:42,  2.23it/s]
      29/80      0.94G     0.9928      1.652     0.6788      1.255         14        640:  82%|████████▏ | 425/519 [03:18<00:42,  2.23it/s]
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      29/80      0.94G     0.9934      1.653     0.6797      1.255          9        640:  82%|████████▏ | 426/519 [03:19<00:38,  2.44it/s]
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      29/80      0.94G     0.9938      1.655       0.68      1.255         13        640:  82%|████████▏ | 427/519 [03:19<00:57,  1.60it/s]
      29/80      0.94G     0.9938      1.655       0.68      1.255         13        640:  82%|████████▏ | 428/519 [03:19<00:44,  2.03it/s]
      29/80      0.94G     0.9937      1.655     0.6798      1.256          8        640:  82%|████████▏ | 428/519 [03:19<00:44,  2.03it/s]
      29/80      0.94G     0.9937      1.655     0.6798      1.256          8        640:  83%|████████▎ | 429/519 [03:19<00:38,  2.36it/s]
      29/80      0.94G     0.9937      1.655     0.6801      1.255         12        640:  83%|████████▎ | 429/519 [03:19<00:38,  2.36it/s]
      29/80      0.94G     0.9937      1.655     0.6801      1.255         12        640:  83%|████████▎ | 430/519 [03:19<00:32,  2.73it/s]
      29/80      0.94G     0.9936      1.654     0.6802      1.255         10        640:  83%|████████▎ | 430/519 [03:21<00:32,  2.73it/s]
      29/80      0.94G     0.9936      1.654     0.6802      1.255         10        640:  83%|████████▎ | 431/519 [03:21<00:56,  1.56it/s]
      29/80      0.94G     0.9934      1.654     0.6801      1.255          9        640:  83%|████████▎ | 431/519 [03:21<00:56,  1.56it/s]
      29/80      0.94G     0.9934      1.654     0.6801      1.255          9        640:  83%|████████▎ | 432/519 [03:21<00:43,  2.00it/s]
      29/80      0.94G     0.9939      1.655     0.6808      1.256         11        640:  83%|████████▎ | 432/519 [03:21<00:43,  2.00it/s]
      29/80      0.94G     0.9939      1.655     0.6808      1.256         11        640:  83%|████████▎ | 433/519 [03:21<00:36,  2.39it/s]
      29/80      0.94G     0.9936      1.654     0.6805      1.255         12        640:  83%|████████▎ | 433/519 [03:21<00:36,  2.39it/s]
      29/80      0.94G     0.9936      1.654     0.6805      1.255         12        640:  84%|████████▎ | 434/519 [03:21<00:29,  2.86it/s]
      29/80      0.94G     0.9935      1.654     0.6808      1.255          9        640:  84%|████████▎ | 434/519 [03:22<00:29,  2.86it/s]
      29/80      0.94G     0.9935      1.654     0.6808      1.255          9        640:  84%|████████▍ | 435/519 [03:22<00:47,  1.78it/s]
      29/80      0.94G     0.9941      1.654     0.6811      1.255         12        640:  84%|████████▍ | 435/519 [03:23<00:47,  1.78it/s]
      29/80      0.94G     0.9941      1.654     0.6811      1.255         12        640:  84%|████████▍ | 436/519 [03:23<00:38,  2.18it/s]
      29/80      0.94G     0.9938      1.654     0.6812      1.255         14        640:  84%|████████▍ | 436/519 [03:23<00:38,  2.18it/s]
      29/80      0.94G     0.9938      1.654     0.6812      1.255         14        640:  84%|████████▍ | 437/519 [03:23<00:33,  2.47it/s]
      29/80      0.94G     0.9935      1.654      0.681      1.255          7        640:  84%|████████▍ | 437/519 [03:23<00:33,  2.47it/s]
      29/80      0.94G     0.9935      1.654      0.681      1.255          7        640:  84%|████████▍ | 438/519 [03:23<00:27,  2.94it/s]
      29/80      0.94G     0.9936      1.655      0.681      1.255         11        640:  84%|████████▍ | 438/519 [03:25<00:27,  2.94it/s]
      29/80      0.94G     0.9936      1.655      0.681      1.255         11        640:  85%|████████▍ | 439/519 [03:25<00:58,  1.38it/s]
      29/80      0.94G     0.9937      1.655     0.6808      1.255          9        640:  85%|████████▍ | 439/519 [03:25<00:58,  1.38it/s]
      29/80      0.94G     0.9937      1.655     0.6808      1.255          9        640:  85%|████████▍ | 440/519 [03:25<00:43,  1.80it/s]
      29/80      0.94G     0.9933      1.654     0.6805      1.255          8        640:  85%|████████▍ | 440/519 [03:25<00:43,  1.80it/s]
      29/80      0.94G     0.9933      1.654     0.6805      1.255          8        640:  85%|████████▍ | 441/519 [03:25<00:38,  2.02it/s]
      29/80      0.94G     0.9941      1.655     0.6808      1.256         12        640:  85%|████████▍ | 441/519 [03:25<00:38,  2.02it/s]
      29/80      0.94G     0.9941      1.655     0.6808      1.256         12        640:  85%|████████▌ | 442/519 [03:25<00:33,  2.32it/s]
      29/80      0.94G      0.993      1.654     0.6803      1.256          7        640:  85%|████████▌ | 442/519 [03:26<00:33,  2.32it/s]
      29/80      0.94G      0.993      1.654     0.6803      1.256          7        640:  85%|████████▌ | 443/519 [03:26<00:43,  1.73it/s]
      29/80      0.94G     0.9931      1.653     0.6804      1.255         10        640:  85%|████████▌ | 443/519 [03:27<00:43,  1.73it/s]
      29/80      0.94G     0.9931      1.653     0.6804      1.255         10        640:  86%|████████▌ | 444/519 [03:27<00:34,  2.15it/s]
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      29/80      0.94G     0.9928      1.653     0.6804      1.255          7        640:  86%|████████▌ | 445/519 [03:27<00:29,  2.49it/s]
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      29/80      0.94G     0.9922      1.652     0.6806      1.255         11        640:  86%|████████▌ | 446/519 [03:29<00:27,  2.69it/s]
      29/80      0.94G     0.9922      1.652     0.6806      1.255         11        640:  86%|████████▌ | 447/519 [03:29<00:49,  1.45it/s]
      29/80      0.94G     0.9919      1.652     0.6809      1.255         11        640:  86%|████████▌ | 447/519 [03:29<00:49,  1.45it/s]
      29/80      0.94G     0.9919      1.652     0.6809      1.255         11        640:  86%|████████▋ | 448/519 [03:29<00:39,  1.78it/s]
      29/80      0.94G     0.9918      1.651     0.6804      1.254         10        640:  86%|████████▋ | 448/519 [03:29<00:39,  1.78it/s]
      29/80      0.94G     0.9918      1.651     0.6804      1.254         10        640:  87%|████████▋ | 449/519 [03:29<00:31,  2.24it/s]
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      29/80      0.94G     0.9928      1.652     0.6808      1.254          7        640:  87%|████████▋ | 452/519 [03:31<00:32,  2.04it/s]
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      29/80      0.94G     0.9927      1.652     0.6815      1.254          8        640:  87%|████████▋ | 453/519 [03:31<00:27,  2.43it/s]
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      29/80      0.94G     0.9934      1.657     0.6822      1.254          8        640:  88%|████████▊ | 457/519 [03:33<00:24,  2.50it/s]
      29/80      0.94G     0.9934      1.657     0.6822      1.254          8        640:  88%|████████▊ | 458/519 [03:33<00:22,  2.72it/s]
      29/80      0.94G      0.993      1.657     0.6823      1.254         12        640:  88%|████████▊ | 458/519 [03:34<00:22,  2.72it/s]
      29/80      0.94G      0.993      1.657     0.6823      1.254         12        640:  88%|████████▊ | 459/519 [03:34<00:32,  1.87it/s]
      29/80      0.94G     0.9931      1.656     0.6819      1.254          7        640:  88%|████████▊ | 459/519 [03:34<00:32,  1.87it/s]
      29/80      0.94G     0.9931      1.656     0.6819      1.254          7        640:  89%|████████▊ | 460/519 [03:34<00:26,  2.25it/s]
      29/80      0.94G     0.9928      1.655     0.6815      1.254          8        640:  89%|████████▊ | 460/519 [03:34<00:26,  2.25it/s]
      29/80      0.94G     0.9928      1.655     0.6815      1.254          8        640:  89%|████████▉ | 461/519 [03:34<00:21,  2.65it/s]
      29/80      0.94G     0.9933      1.657      0.682      1.255         10        640:  89%|████████▉ | 461/519 [03:34<00:21,  2.65it/s]
      29/80      0.94G     0.9933      1.657      0.682      1.255         10        640:  89%|████████▉ | 462/519 [03:34<00:19,  2.91it/s]
      29/80      0.94G     0.9932      1.657     0.6821      1.255         16        640:  89%|████████▉ | 462/519 [03:35<00:19,  2.91it/s]
      29/80      0.94G     0.9932      1.657     0.6821      1.255         16        640:  89%|████████▉ | 463/519 [03:35<00:30,  1.82it/s]
      29/80      0.94G     0.9938      1.656     0.6821      1.254          7        640:  89%|████████▉ | 463/519 [03:36<00:30,  1.82it/s]
      29/80      0.94G     0.9938      1.656     0.6821      1.254          7        640:  89%|████████▉ | 464/519 [03:36<00:23,  2.33it/s]
      29/80      0.94G     0.9946      1.656     0.6824      1.255         12        640:  89%|████████▉ | 464/519 [03:36<00:23,  2.33it/s]
      29/80      0.94G     0.9946      1.656     0.6824      1.255         12        640:  90%|████████▉ | 465/519 [03:36<00:20,  2.67it/s]
      29/80      0.94G     0.9944      1.656     0.6826      1.255          9        640:  90%|████████▉ | 465/519 [03:36<00:20,  2.67it/s]
      29/80      0.94G     0.9944      1.656     0.6826      1.255          9        640:  90%|████████▉ | 466/519 [03:36<00:17,  3.01it/s]
      29/80      0.94G     0.9943      1.656     0.6825      1.255         10        640:  90%|████████▉ | 466/519 [03:37<00:17,  3.01it/s]
      29/80      0.94G     0.9943      1.656     0.6825      1.255         10        640:  90%|████████▉ | 467/519 [03:37<00:28,  1.83it/s]
      29/80      0.94G     0.9941      1.657     0.6823      1.255         12        640:  90%|████████▉ | 467/519 [03:37<00:28,  1.83it/s]
      29/80      0.94G     0.9941      1.657     0.6823      1.255         12        640:  90%|█████████ | 468/519 [03:37<00:22,  2.25it/s]
      29/80      0.94G     0.9939      1.656     0.6818      1.254          8        640:  90%|█████████ | 468/519 [03:38<00:22,  2.25it/s]
      29/80      0.94G     0.9939      1.656     0.6818      1.254          8        640:  90%|█████████ | 469/519 [03:38<00:18,  2.67it/s]
      29/80      0.94G     0.9938      1.656     0.6816      1.254         12        640:  90%|█████████ | 469/519 [03:38<00:18,  2.67it/s]
      29/80      0.94G     0.9938      1.656     0.6816      1.254         12        640:  91%|█████████ | 470/519 [03:38<00:16,  2.97it/s]
      29/80      0.94G      0.994      1.656     0.6814      1.254         13        640:  91%|█████████ | 470/519 [03:39<00:16,  2.97it/s]
      29/80      0.94G      0.994      1.656     0.6814      1.254         13        640:  91%|█████████ | 471/519 [03:39<00:35,  1.37it/s]
      29/80      0.94G     0.9941      1.655     0.6816      1.254          9        640:  91%|█████████ | 471/519 [03:40<00:35,  1.37it/s]
      29/80      0.94G     0.9941      1.655     0.6816      1.254          9        640:  91%|█████████ | 472/519 [03:40<00:27,  1.70it/s]
      29/80      0.94G     0.9946      1.655     0.6817      1.255         10        640:  91%|█████████ | 472/519 [03:40<00:27,  1.70it/s]
      29/80      0.94G     0.9946      1.655     0.6817      1.255         10        640:  91%|█████████ | 473/519 [03:40<00:23,  1.99it/s]
      29/80      0.94G     0.9947      1.655     0.6814      1.255         14        640:  91%|█████████ | 473/519 [03:40<00:23,  1.99it/s]
      29/80      0.94G     0.9947      1.655     0.6814      1.255         14        640:  91%|█████████▏| 474/519 [03:40<00:19,  2.26it/s]
      29/80      0.94G     0.9947      1.655     0.6817      1.254         10        640:  91%|█████████▏| 474/519 [03:41<00:19,  2.26it/s]
      29/80      0.94G     0.9947      1.655     0.6817      1.254         10        640:  92%|█████████▏| 475/519 [03:41<00:25,  1.74it/s]
      29/80      0.94G     0.9943      1.654     0.6816      1.254          9        640:  92%|█████████▏| 475/519 [03:41<00:25,  1.74it/s]
      29/80      0.94G     0.9943      1.654     0.6816      1.254          9        640:  92%|█████████▏| 476/519 [03:41<00:19,  2.19it/s]
      29/80      0.94G     0.9942      1.654     0.6813      1.254          7        640:  92%|█████████▏| 476/519 [03:42<00:19,  2.19it/s]
      29/80      0.94G     0.9942      1.654     0.6813      1.254          7        640:  92%|█████████▏| 477/519 [03:42<00:16,  2.55it/s]
      29/80      0.94G     0.9939      1.653     0.6813      1.254          8        640:  92%|█████████▏| 477/519 [03:42<00:16,  2.55it/s]
      29/80      0.94G     0.9939      1.653     0.6813      1.254          8        640:  92%|█████████▏| 478/519 [03:42<00:14,  2.81it/s]
      29/80      0.94G     0.9936      1.653     0.6813      1.254         11        640:  92%|█████████▏| 478/519 [03:43<00:14,  2.81it/s]
      29/80      0.94G     0.9936      1.653     0.6813      1.254         11        640:  92%|█████████▏| 479/519 [03:43<00:26,  1.50it/s]
      29/80      0.94G      0.993      1.652     0.6811      1.254         12        640:  92%|█████████▏| 479/519 [03:43<00:26,  1.50it/s]
      29/80      0.94G      0.993      1.652     0.6811      1.254         12        640:  92%|█████████▏| 480/519 [03:43<00:19,  1.97it/s]
      29/80      0.94G     0.9929      1.654     0.6814      1.253          7        640:  92%|█████████▏| 480/519 [03:44<00:19,  1.97it/s]
      29/80      0.94G     0.9929      1.654     0.6814      1.253          7        640:  93%|█████████▎| 481/519 [03:44<00:15,  2.38it/s]
      29/80      0.94G     0.9931      1.654     0.6816      1.254          9        640:  93%|█████████▎| 481/519 [03:44<00:15,  2.38it/s]
      29/80      0.94G     0.9931      1.654     0.6816      1.254          9        640:  93%|█████████▎| 482/519 [03:44<00:13,  2.73it/s]
      29/80      0.94G      0.993      1.653     0.6813      1.254          8        640:  93%|█████████▎| 482/519 [03:45<00:13,  2.73it/s]
      29/80      0.94G      0.993      1.653     0.6813      1.254          8        640:  93%|█████████▎| 483/519 [03:45<00:20,  1.72it/s]
      29/80      0.94G     0.9928      1.654     0.6814      1.254          9        640:  93%|█████████▎| 483/519 [03:45<00:20,  1.72it/s]
      29/80      0.94G     0.9928      1.654     0.6814      1.254          9        640:  93%|█████████▎| 484/519 [03:45<00:16,  2.14it/s]
      29/80      0.94G     0.9925      1.653     0.6812      1.254          7        640:  93%|█████████▎| 484/519 [03:45<00:16,  2.14it/s]
      29/80      0.94G     0.9925      1.653     0.6812      1.254          7        640:  93%|█████████▎| 485/519 [03:45<00:13,  2.53it/s]
      29/80      0.94G      0.992      1.652     0.6809      1.254          6        640:  93%|█████████▎| 485/519 [03:46<00:13,  2.53it/s]
      29/80      0.94G      0.992      1.652     0.6809      1.254          6        640:  94%|█████████▎| 486/519 [03:46<00:11,  2.83it/s]
      29/80      0.94G     0.9923      1.652     0.6812      1.255          7        640:  94%|█████████▎| 486/519 [03:46<00:11,  2.83it/s]
      29/80      0.94G     0.9923      1.652     0.6812      1.255          7        640:  94%|█████████▍| 487/519 [03:46<00:15,  2.06it/s]
      29/80      0.94G     0.9917      1.652     0.6807      1.255          9        640:  94%|█████████▍| 487/519 [03:47<00:15,  2.06it/s]
      29/80      0.94G     0.9917      1.652     0.6807      1.255          9        640:  94%|█████████▍| 488/519 [03:47<00:12,  2.40it/s]
      29/80      0.94G     0.9921      1.652     0.6818      1.255         10        640:  94%|█████████▍| 488/519 [03:47<00:12,  2.40it/s]
      29/80      0.94G     0.9921      1.652     0.6818      1.255         10        640:  94%|█████████▍| 489/519 [03:47<00:11,  2.55it/s]
      29/80      0.94G     0.9925      1.652     0.6818      1.255          7        640:  94%|█████████▍| 489/519 [03:47<00:11,  2.55it/s]
      29/80      0.94G     0.9925      1.652     0.6818      1.255          7        640:  94%|█████████▍| 490/519 [03:47<00:10,  2.74it/s]
      29/80      0.94G     0.9925      1.651     0.6817      1.255         10        640:  94%|█████████▍| 490/519 [03:48<00:10,  2.74it/s]
      29/80      0.94G     0.9925      1.651     0.6817      1.255         10        640:  95%|█████████▍| 491/519 [03:48<00:13,  2.01it/s]
      29/80      0.94G     0.9924      1.651     0.6814      1.254         13        640:  95%|█████████▍| 491/519 [03:48<00:13,  2.01it/s]
      29/80      0.94G     0.9924      1.651     0.6814      1.254         13        640:  95%|█████████▍| 492/519 [03:48<00:11,  2.42it/s]
      29/80      0.94G     0.9935      1.652      0.682      1.255         12        640:  95%|█████████▍| 492/519 [03:49<00:11,  2.42it/s]
      29/80      0.94G     0.9935      1.652      0.682      1.255         12        640:  95%|█████████▍| 493/519 [03:49<00:09,  2.72it/s]
      29/80      0.94G     0.9938      1.652     0.6819      1.255          8        640:  95%|█████████▍| 493/519 [03:49<00:09,  2.72it/s]
      29/80      0.94G     0.9938      1.652     0.6819      1.255          8        640:  95%|█████████▌| 494/519 [03:49<00:07,  3.20it/s]
      29/80      0.94G     0.9935      1.652      0.682      1.255          9        640:  95%|█████████▌| 494/519 [03:50<00:07,  3.20it/s]
      29/80      0.94G     0.9935      1.652      0.682      1.255          9        640:  95%|█████████▌| 495/519 [03:50<00:13,  1.75it/s]
      29/80      0.94G     0.9932      1.652     0.6823      1.255          7        640:  95%|█████████▌| 495/519 [03:50<00:13,  1.75it/s]
      29/80      0.94G     0.9932      1.652     0.6823      1.255          7        640:  96%|█████████▌| 496/519 [03:50<00:10,  2.17it/s]
      29/80      0.94G     0.9929      1.652     0.6821      1.254         11        640:  96%|█████████▌| 496/519 [03:50<00:10,  2.17it/s]
      29/80      0.94G     0.9929      1.652     0.6821      1.254         11        640:  96%|█████████▌| 497/519 [03:50<00:08,  2.48it/s]
      29/80      0.94G     0.9921       1.65     0.6816      1.254          8        640:  96%|█████████▌| 497/519 [03:51<00:08,  2.48it/s]
      29/80      0.94G     0.9921       1.65     0.6816      1.254          8        640:  96%|█████████▌| 498/519 [03:51<00:07,  2.91it/s]
      29/80      0.94G     0.9924       1.65     0.6818      1.254          8        640:  96%|█████████▌| 498/519 [03:51<00:07,  2.91it/s]
      29/80      0.94G     0.9924       1.65     0.6818      1.254          8        640:  96%|█████████▌| 499/519 [03:51<00:08,  2.27it/s]
      29/80      0.94G     0.9924      1.651     0.6815      1.254          9        640:  96%|█████████▌| 499/519 [03:52<00:08,  2.27it/s]
      29/80      0.94G     0.9924      1.651     0.6815      1.254          9        640:  96%|█████████▋| 500/519 [03:52<00:07,  2.64it/s]
      29/80      0.94G     0.9924      1.652     0.6812      1.255          7        640:  96%|█████████▋| 500/519 [03:52<00:07,  2.64it/s]
      29/80      0.94G     0.9924      1.652     0.6812      1.255          7        640:  97%|█████████▋| 501/519 [03:52<00:05,  3.12it/s]
      29/80      0.94G     0.9922      1.652     0.6812      1.255          7        640:  97%|█████████▋| 501/519 [03:52<00:05,  3.12it/s]
      29/80      0.94G     0.9922      1.652     0.6812      1.255          7        640:  97%|█████████▋| 502/519 [03:52<00:05,  3.35it/s]
      29/80      0.94G     0.9924      1.652     0.6816      1.255         11        640:  97%|█████████▋| 502/519 [03:53<00:05,  3.35it/s]
      29/80      0.94G     0.9924      1.652     0.6816      1.255         11        640:  97%|█████████▋| 503/519 [03:53<00:08,  1.83it/s]
      29/80      0.94G     0.9921      1.653     0.6817      1.255         12        640:  97%|█████████▋| 503/519 [03:53<00:08,  1.83it/s]
      29/80      0.94G     0.9921      1.653     0.6817      1.255         12        640:  97%|█████████▋| 504/519 [03:53<00:07,  2.14it/s]
      29/80      0.94G     0.9923      1.656     0.6821      1.255          8        640:  97%|█████████▋| 504/519 [03:54<00:07,  2.14it/s]
      29/80      0.94G     0.9923      1.656     0.6821      1.255          8        640:  97%|█████████▋| 505/519 [03:54<00:05,  2.41it/s]
      29/80      0.94G     0.9918      1.656     0.6819      1.254         11        640:  97%|█████████▋| 505/519 [03:54<00:05,  2.41it/s]
      29/80      0.94G     0.9918      1.656     0.6819      1.254         11        640:  97%|█████████▋| 506/519 [03:54<00:04,  2.78it/s]
      29/80      0.94G     0.9923      1.658     0.6827      1.255         14        640:  97%|█████████▋| 506/519 [03:56<00:04,  2.78it/s]
      29/80      0.94G     0.9923      1.658     0.6827      1.255         14        640:  98%|█████████▊| 507/519 [03:56<00:08,  1.39it/s]
      29/80      0.94G     0.9924      1.658     0.6828      1.255         10        640:  98%|█████████▊| 507/519 [03:56<00:08,  1.39it/s]
      29/80      0.94G     0.9924      1.658     0.6828      1.255         10        640:  98%|█████████▊| 508/519 [03:56<00:06,  1.70it/s]
      29/80      0.94G     0.9924      1.658     0.6826      1.255         10        640:  98%|█████████▊| 508/519 [03:56<00:06,  1.70it/s]
      29/80      0.94G     0.9924      1.658     0.6826      1.255         10        640:  98%|█████████▊| 509/519 [03:56<00:04,  2.11it/s]
      29/80      0.94G     0.9922      1.658     0.6831      1.255         10        640:  98%|█████████▊| 509/519 [03:56<00:04,  2.11it/s]
      29/80      0.94G     0.9922      1.658     0.6831      1.255         10        640:  98%|█████████▊| 510/519 [03:56<00:03,  2.50it/s]
      29/80      0.94G      0.992      1.658     0.6837      1.255         10        640:  98%|█████████▊| 510/519 [03:58<00:03,  2.50it/s]
      29/80      0.94G      0.992      1.658     0.6837      1.255         10        640:  98%|█████████▊| 511/519 [03:58<00:05,  1.39it/s]
      29/80      0.94G     0.9921      1.658     0.6838      1.255         12        640:  98%|█████████▊| 511/519 [03:58<00:05,  1.39it/s]
      29/80      0.94G     0.9921      1.658     0.6838      1.255         12        640:  99%|█████████▊| 512/519 [03:58<00:03,  1.81it/s]
      29/80      0.94G     0.9919      1.658     0.6842      1.255         10        640:  99%|█████████▊| 512/519 [03:58<00:03,  1.81it/s]
      29/80      0.94G     0.9919      1.658     0.6842      1.255         10        640:  99%|█████████▉| 513/519 [03:58<00:02,  2.33it/s]
      29/80      0.94G     0.9916      1.657     0.6841      1.255         14        640:  99%|█████████▉| 513/519 [03:58<00:02,  2.33it/s]
      29/80      0.94G     0.9916      1.657     0.6841      1.255         14        640:  99%|█████████▉| 514/519 [03:58<00:01,  2.96it/s]
      29/80      0.94G     0.9915      1.656      0.684      1.254         12        640:  99%|█████████▉| 514/519 [03:58<00:01,  2.96it/s]
      29/80      0.94G     0.9915      1.656      0.684      1.254         12        640:  99%|█████████▉| 515/519 [03:58<00:01,  3.11it/s]
      29/80      0.94G     0.9918      1.657     0.6843      1.255          7        640:  99%|█████████▉| 515/519 [03:59<00:01,  3.11it/s]
      29/80      0.94G     0.9918      1.657     0.6843      1.255          7        640:  99%|█████████▉| 516/519 [03:59<00:00,  3.78it/s]
      29/80      0.94G     0.9915      1.657     0.6845      1.255          9        640:  99%|█████████▉| 516/519 [03:59<00:00,  3.78it/s]
      29/80      0.94G     0.9915      1.657     0.6845      1.255          9        640: 100%|█████████▉| 517/519 [03:59<00:00,  4.60it/s]
      29/80      0.94G      0.991      1.657      0.684      1.254         11        640: 100%|█████████▉| 517/519 [03:59<00:00,  4.60it/s]
      29/80      0.94G     0.9916      1.658     0.6839      1.254          9        640: 100%|█████████▉| 517/519 [03:59<00:00,  4.60it/s]
      29/80      0.94G     0.9916      1.658     0.6839      1.254          9        640: 100%|██████████| 519/519 [03:59<00:00,  6.09it/s]
      29/80      0.94G     0.9916      1.658     0.6839      1.254          9        640: 100%|██████████| 519/519 [03:59<00:00,  2.17it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:44,  6.32s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:59,  2.85s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:46,  1.72s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:11,  1.17s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<00:59,  1.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:49,  1.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:42,  1.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:36,  1.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:31,  1.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:26,  2.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:23,  2.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:23,  2.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:23,  2.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:24,  2.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:24,  2.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:24,  1.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:22,  2.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:23,  1.93it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:25,  1.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:15<00:24,  1.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:26,  1.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:21,  1.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:18,  2.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.36it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  4.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.62it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:05,  5.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:18<00:04,  6.41it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.60it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.82it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:03,  6.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.39it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:20<00:03,  6.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.27it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.41it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.41it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  7.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:21<00:01,  8.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:00,  9.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.80it/s]
+                   all        519        519      0.944       0.95       0.98      0.733      0.948      0.954      0.982      0.715
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
      30/80      0.94G      1.026      1.049     0.5865      1.285          7        640:   0%|          | 0/519 [00:02<?, ?it/s]
      30/80      0.94G      1.026      1.049     0.5865      1.285          7        640:   0%|          | 1/519 [00:02<25:25,  2.95s/it]
      30/80      0.94G      1.035       1.38     0.9812      1.297          6        640:   0%|          | 1/519 [00:03<25:25,  2.95s/it]
      30/80      0.94G      1.035       1.38     0.9812      1.297          6        640:   0%|          | 2/519 [00:03<11:57,  1.39s/it]
      30/80      0.94G      1.146      1.848     0.8951      1.334         10        640:   0%|          | 2/519 [00:03<11:57,  1.39s/it]
      30/80      0.94G      1.146      1.848     0.8951      1.334         10        640:   1%|          | 3/519 [00:03<07:35,  1.13it/s]
      30/80      0.94G      1.114      1.834     0.8666      1.298         13        640:   1%|          | 3/519 [00:03<07:35,  1.13it/s]
      30/80      0.94G      1.114      1.834     0.8666      1.298         13        640:   1%|          | 4/519 [00:03<05:32,  1.55it/s]
      30/80      0.94G       1.04      1.708     0.7987      1.276         10        640:   1%|          | 4/519 [00:05<05:32,  1.55it/s]
      30/80      0.94G       1.04      1.708     0.7987      1.276         10        640:   1%|          | 5/519 [00:05<09:15,  1.08s/it]
      30/80      0.94G     0.9937      1.703     0.7385      1.242         11        640:   1%|          | 5/519 [00:05<09:15,  1.08s/it]
      30/80      0.94G     0.9937      1.703     0.7385      1.242         11        640:   1%|          | 6/519 [00:05<06:36,  1.29it/s]
      30/80      0.94G     0.9941      1.665     0.7136      1.235         15        640:   1%|          | 6/519 [00:06<06:36,  1.29it/s]
      30/80      0.94G     0.9941      1.665     0.7136      1.235         15        640:   1%|▏         | 7/519 [00:06<04:59,  1.71it/s]
      30/80      0.94G     0.9949      1.674     0.7533       1.22          9        640:   1%|▏         | 7/519 [00:06<04:59,  1.71it/s]
      30/80      0.94G     0.9949      1.674     0.7533       1.22          9        640:   2%|▏         | 8/519 [00:06<04:12,  2.02it/s]
      30/80      0.94G     0.9714      1.614      0.727      1.222          9        640:   2%|▏         | 8/519 [00:07<04:12,  2.02it/s]
      30/80      0.94G     0.9714      1.614      0.727      1.222          9        640:   2%|▏         | 9/519 [00:07<05:31,  1.54it/s]
      30/80      0.94G     0.9652      1.577     0.7073      1.213         12        640:   2%|▏         | 9/519 [00:07<05:31,  1.54it/s]
      30/80      0.94G     0.9652      1.577     0.7073      1.213         12        640:   2%|▏         | 10/519 [00:07<04:24,  1.93it/s]
      30/80      0.94G     0.9925      1.714     0.7219      1.225          7        640:   2%|▏         | 10/519 [00:07<04:24,  1.93it/s]
      30/80      0.94G     0.9925      1.714     0.7219      1.225          7        640:   2%|▏         | 11/519 [00:07<03:32,  2.39it/s]
      30/80      0.94G       1.02      1.722     0.7434      1.252          7        640:   2%|▏         | 11/519 [00:07<03:32,  2.39it/s]
      30/80      0.94G       1.02      1.722     0.7434      1.252          7        640:   2%|▏         | 12/519 [00:07<03:00,  2.81it/s]
      30/80      0.94G      1.011      1.716     0.7439      1.246          7        640:   2%|▏         | 12/519 [00:09<03:00,  2.81it/s]
      30/80      0.94G      1.011      1.716     0.7439      1.246          7        640:   3%|▎         | 13/519 [00:09<06:46,  1.24it/s]
      30/80      0.94G      1.013      1.722     0.7522      1.246         10        640:   3%|▎         | 13/519 [00:09<06:46,  1.24it/s]
      30/80      0.94G      1.013      1.722     0.7522      1.246         10        640:   3%|▎         | 14/519 [00:09<05:02,  1.67it/s]
      30/80      0.94G      1.009      1.701     0.7421      1.246          8        640:   3%|▎         | 14/519 [00:10<05:02,  1.67it/s]
      30/80      0.94G      1.009      1.701     0.7421      1.246          8        640:   3%|▎         | 15/519 [00:10<03:58,  2.11it/s]
      30/80      0.94G      1.004      1.719     0.7321       1.24          8        640:   3%|▎         | 15/519 [00:10<03:58,  2.11it/s]
      30/80      0.94G      1.004      1.719     0.7321       1.24          8        640:   3%|▎         | 16/519 [00:10<03:22,  2.48it/s]
      30/80      0.94G      1.002      1.712     0.7173      1.243          6        640:   3%|▎         | 16/519 [00:11<03:22,  2.48it/s]
      30/80      0.94G      1.002      1.712     0.7173      1.243          6        640:   3%|▎         | 17/519 [00:11<05:13,  1.60it/s]
      30/80      0.94G     0.9892      1.683     0.7036      1.245         11        640:   3%|▎         | 17/519 [00:11<05:13,  1.60it/s]
      30/80      0.94G     0.9892      1.683     0.7036      1.245         11        640:   3%|▎         | 18/519 [00:11<04:23,  1.90it/s]
      30/80      0.94G     0.9956       1.68      0.708      1.243         16        640:   3%|▎         | 18/519 [00:12<04:23,  1.90it/s]
      30/80      0.94G     0.9956       1.68      0.708      1.243         16        640:   4%|▎         | 19/519 [00:12<03:45,  2.21it/s]
      30/80      0.94G      1.004      1.761     0.7128      1.263         10        640:   4%|▎         | 19/519 [00:12<03:45,  2.21it/s]
      30/80      0.94G      1.004      1.761     0.7128      1.263         10        640:   4%|▍         | 20/519 [00:12<03:09,  2.64it/s]
      30/80      0.94G      1.006      1.755     0.7177      1.259         13        640:   4%|▍         | 20/519 [00:13<03:09,  2.64it/s]
      30/80      0.94G      1.006      1.755     0.7177      1.259         13        640:   4%|▍         | 21/519 [00:13<04:56,  1.68it/s]
      30/80      0.94G       1.01       1.75      0.711      1.257         12        640:   4%|▍         | 21/519 [00:13<04:56,  1.68it/s]
      30/80      0.94G       1.01       1.75      0.711      1.257         12        640:   4%|▍         | 22/519 [00:13<03:58,  2.08it/s]
      30/80      0.94G      1.004      1.736     0.7084      1.253          9        640:   4%|▍         | 22/519 [00:13<03:58,  2.08it/s]
      30/80      0.94G      1.004      1.736     0.7084      1.253          9        640:   4%|▍         | 23/519 [00:13<03:20,  2.47it/s]
      30/80      0.94G     0.9989      1.743     0.7165      1.249         10        640:   4%|▍         | 23/519 [00:14<03:20,  2.47it/s]
      30/80      0.94G     0.9989      1.743     0.7165      1.249         10        640:   5%|▍         | 24/519 [00:14<02:54,  2.84it/s]
      30/80      0.94G      1.014      1.752     0.7187      1.262         10        640:   5%|▍         | 24/519 [00:14<02:54,  2.84it/s]
      30/80      0.94G      1.014      1.752     0.7187      1.262         10        640:   5%|▍         | 25/519 [00:14<04:24,  1.87it/s]
      30/80      0.94G      1.012      1.743     0.7165      1.262         10        640:   5%|▍         | 25/519 [00:15<04:24,  1.87it/s]
      30/80      0.94G      1.012      1.743     0.7165      1.262         10        640:   5%|▌         | 26/519 [00:15<03:29,  2.36it/s]
      30/80      0.94G       1.01      1.737     0.7134      1.259         11        640:   5%|▌         | 26/519 [00:15<03:29,  2.36it/s]
      30/80      0.94G       1.01      1.737     0.7134      1.259         11        640:   5%|▌         | 27/519 [00:15<02:54,  2.81it/s]
      30/80      0.94G     0.9987      1.713     0.7022      1.253         10        640:   5%|▌         | 27/519 [00:15<02:54,  2.81it/s]
      30/80      0.94G     0.9987      1.713     0.7022      1.253         10        640:   5%|▌         | 28/519 [00:15<02:32,  3.22it/s]
      30/80      0.94G     0.9924      1.693     0.6957      1.252          8        640:   5%|▌         | 28/519 [00:16<02:32,  3.22it/s]
      30/80      0.94G     0.9924      1.693     0.6957      1.252          8        640:   6%|▌         | 29/519 [00:16<03:22,  2.42it/s]
      30/80      0.94G     0.9887      1.686     0.6911      1.249         11        640:   6%|▌         | 29/519 [00:16<03:22,  2.42it/s]
      30/80      0.94G     0.9887      1.686     0.6911      1.249         11        640:   6%|▌         | 30/519 [00:16<02:53,  2.81it/s]
      30/80      0.94G     0.9896      1.688     0.6902      1.252         10        640:   6%|▌         | 30/519 [00:16<02:53,  2.81it/s]
      30/80      0.94G     0.9896      1.688     0.6902      1.252         10        640:   6%|▌         | 31/519 [00:16<02:34,  3.16it/s]
      30/80      0.94G     0.9877      1.689     0.6864       1.25          9        640:   6%|▌         | 31/519 [00:16<02:34,  3.16it/s]
      30/80      0.94G     0.9877      1.689     0.6864       1.25          9        640:   6%|▌         | 32/519 [00:16<02:26,  3.33it/s]
      30/80      0.94G     0.9877      1.709       0.69      1.253         10        640:   6%|▌         | 32/519 [00:18<02:26,  3.33it/s]
      30/80      0.94G     0.9877      1.709       0.69      1.253         10        640:   6%|▋         | 33/519 [00:18<05:23,  1.50it/s]
      30/80      0.94G     0.9952      1.706     0.6999      1.256         12        640:   6%|▋         | 33/519 [00:18<05:23,  1.50it/s]
      30/80      0.94G     0.9952      1.706     0.6999      1.256         12        640:   7%|▋         | 34/519 [00:18<04:34,  1.77it/s]
      30/80      0.94G     0.9877      1.694     0.7032      1.251         10        640:   7%|▋         | 34/519 [00:18<04:34,  1.77it/s]
      30/80      0.94G     0.9877      1.694     0.7032      1.251         10        640:   7%|▋         | 35/519 [00:18<03:38,  2.21it/s]
      30/80      0.94G     0.9778      1.684     0.6986      1.245         10        640:   7%|▋         | 35/519 [00:19<03:38,  2.21it/s]
      30/80      0.94G     0.9778      1.684     0.6986      1.245         10        640:   7%|▋         | 36/519 [00:19<03:07,  2.58it/s]
      30/80      0.94G     0.9808      1.693     0.7084       1.25          6        640:   7%|▋         | 36/519 [00:20<03:07,  2.58it/s]
      30/80      0.94G     0.9808      1.693     0.7084       1.25          6        640:   7%|▋         | 37/519 [00:20<04:13,  1.90it/s]
      30/80      0.94G     0.9873      1.702     0.7057      1.252          8        640:   7%|▋         | 37/519 [00:20<04:13,  1.90it/s]
      30/80      0.94G     0.9873      1.702     0.7057      1.252          8        640:   7%|▋         | 38/519 [00:20<03:34,  2.25it/s]
      30/80      0.94G      1.002      1.719     0.7178      1.266          8        640:   7%|▋         | 38/519 [00:20<03:34,  2.25it/s]
      30/80      0.94G      1.002      1.719     0.7178      1.266          8        640:   8%|▊         | 39/519 [00:20<02:59,  2.67it/s]
      30/80      0.94G      1.006      1.735     0.7304      1.271          9        640:   8%|▊         | 39/519 [00:20<02:59,  2.67it/s]
      30/80      0.94G      1.006      1.735     0.7304      1.271          9        640:   8%|▊         | 40/519 [00:20<02:45,  2.90it/s]
      30/80      0.94G      1.007      1.741     0.7312      1.272          7        640:   8%|▊         | 40/519 [00:21<02:45,  2.90it/s]
      30/80      0.94G      1.007      1.741     0.7312      1.272          7        640:   8%|▊         | 41/519 [00:21<03:58,  2.01it/s]
      30/80      0.94G      1.005      1.735     0.7289      1.271         10        640:   8%|▊         | 41/519 [00:21<03:58,  2.01it/s]
      30/80      0.94G      1.005      1.735     0.7289      1.271         10        640:   8%|▊         | 42/519 [00:21<03:30,  2.27it/s]
      30/80      0.94G      1.008      1.737     0.7259       1.27         14        640:   8%|▊         | 42/519 [00:22<03:30,  2.27it/s]
      30/80      0.94G      1.008      1.737     0.7259       1.27         14        640:   8%|▊         | 43/519 [00:22<02:59,  2.65it/s]
      30/80      0.94G       1.01      1.745     0.7284      1.271         11        640:   8%|▊         | 43/519 [00:22<02:59,  2.65it/s]
      30/80      0.94G       1.01      1.745     0.7284      1.271         11        640:   8%|▊         | 44/519 [00:22<02:36,  3.04it/s]
      30/80      0.94G      1.009      1.739     0.7303       1.27         12        640:   8%|▊         | 44/519 [00:23<02:36,  3.04it/s]
      30/80      0.94G      1.009      1.739     0.7303       1.27         12        640:   9%|▊         | 45/519 [00:23<03:43,  2.13it/s]
      30/80      0.94G      1.012      1.745     0.7267      1.269         11        640:   9%|▊         | 45/519 [00:23<03:43,  2.13it/s]
      30/80      0.94G      1.012      1.745     0.7267      1.269         11        640:   9%|▉         | 46/519 [00:23<03:09,  2.49it/s]
      30/80      0.94G      1.018      1.749     0.7324      1.277          7        640:   9%|▉         | 46/519 [00:23<03:09,  2.49it/s]
      30/80      0.94G      1.018      1.749     0.7324      1.277          7        640:   9%|▉         | 47/519 [00:23<02:46,  2.83it/s]
      30/80      0.94G      1.017      1.743     0.7287      1.275         10        640:   9%|▉         | 47/519 [00:23<02:46,  2.83it/s]
      30/80      0.94G      1.017      1.743     0.7287      1.275         10        640:   9%|▉         | 48/519 [00:23<02:28,  3.18it/s]
      30/80      0.94G      1.014      1.737     0.7431      1.273          7        640:   9%|▉         | 48/519 [00:24<02:28,  3.18it/s]
      30/80      0.94G      1.014      1.737     0.7431      1.273          7        640:   9%|▉         | 49/519 [00:24<03:59,  1.96it/s]
      30/80      0.94G      1.016      1.738      0.746      1.276          9        640:   9%|▉         | 49/519 [00:25<03:59,  1.96it/s]
      30/80      0.94G      1.016      1.738      0.746      1.276          9        640:  10%|▉         | 50/519 [00:25<03:31,  2.22it/s]
      30/80      0.94G       1.02      1.746     0.7421      1.279          9        640:  10%|▉         | 50/519 [00:25<03:31,  2.22it/s]
      30/80      0.94G       1.02      1.746     0.7421      1.279          9        640:  10%|▉         | 51/519 [00:25<03:02,  2.57it/s]
      30/80      0.94G       1.02      1.746     0.7426       1.28         13        640:  10%|▉         | 51/519 [00:25<03:02,  2.57it/s]
      30/80      0.94G       1.02      1.746     0.7426       1.28         13        640:  10%|█         | 52/519 [00:25<02:47,  2.79it/s]
      30/80      0.94G       1.02      1.745     0.7412      1.278          9        640:  10%|█         | 52/519 [00:27<02:47,  2.79it/s]
      30/80      0.94G       1.02      1.745     0.7412      1.278          9        640:  10%|█         | 53/519 [00:27<05:29,  1.41it/s]
      30/80      0.94G      1.023      1.742     0.7416       1.28         10        640:  10%|█         | 53/519 [00:27<05:29,  1.41it/s]
      30/80      0.94G      1.023      1.742     0.7416       1.28         10        640:  10%|█         | 54/519 [00:27<04:25,  1.75it/s]
      30/80      0.94G      1.016      1.731     0.7364      1.275         10        640:  10%|█         | 54/519 [00:27<04:25,  1.75it/s]
      30/80      0.94G      1.016      1.731     0.7364      1.275         10        640:  11%|█         | 55/519 [00:27<03:28,  2.22it/s]
      30/80      0.94G      1.019      1.747     0.7345      1.281          7        640:  11%|█         | 55/519 [00:27<03:28,  2.22it/s]
      30/80      0.94G      1.019      1.747     0.7345      1.281          7        640:  11%|█         | 56/519 [00:27<02:58,  2.59it/s]
      30/80      0.94G      1.022      1.766     0.7377      1.282         11        640:  11%|█         | 56/519 [00:28<02:58,  2.59it/s]
      30/80      0.94G      1.022      1.766     0.7377      1.282         11        640:  11%|█         | 57/519 [00:28<04:38,  1.66it/s]
      30/80      0.94G      1.022      1.767     0.7366       1.28         10        640:  11%|█         | 57/519 [00:29<04:38,  1.66it/s]
      30/80      0.94G      1.022      1.767     0.7366       1.28         10        640:  11%|█         | 58/519 [00:29<03:43,  2.06it/s]
      30/80      0.94G      1.027       1.78     0.7464      1.286         12        640:  11%|█         | 58/519 [00:29<03:43,  2.06it/s]
      30/80      0.94G      1.027       1.78     0.7464      1.286         12        640:  11%|█▏        | 59/519 [00:29<03:07,  2.45it/s]
      30/80      0.94G      1.027       1.78     0.7449      1.282         10        640:  11%|█▏        | 59/519 [00:29<03:07,  2.45it/s]
      30/80      0.94G      1.027       1.78     0.7449      1.282         10        640:  12%|█▏        | 60/519 [00:29<02:42,  2.82it/s]
      30/80      0.94G      1.031      1.783     0.7455      1.283          7        640:  12%|█▏        | 60/519 [00:30<02:42,  2.82it/s]
      30/80      0.94G      1.031      1.783     0.7455      1.283          7        640:  12%|█▏        | 61/519 [00:30<04:03,  1.88it/s]
      30/80      0.94G      1.027       1.79     0.7435      1.281          8        640:  12%|█▏        | 61/519 [00:30<04:03,  1.88it/s]
      30/80      0.94G      1.027       1.79     0.7435      1.281          8        640:  12%|█▏        | 62/519 [00:30<03:25,  2.22it/s]
      30/80      0.94G      1.025       1.79     0.7393      1.282          6        640:  12%|█▏        | 62/519 [00:31<03:25,  2.22it/s]
      30/80      0.94G      1.025       1.79     0.7393      1.282          6        640:  12%|█▏        | 63/519 [00:31<02:50,  2.67it/s]
      30/80      0.94G      1.025      1.785     0.7365      1.282          9        640:  12%|█▏        | 63/519 [00:31<02:50,  2.67it/s]
      30/80      0.94G      1.025      1.785     0.7365      1.282          9        640:  12%|█▏        | 64/519 [00:31<02:33,  2.97it/s]
      30/80      0.94G      1.023       1.78     0.7326      1.279         10        640:  12%|█▏        | 64/519 [00:32<02:33,  2.97it/s]
      30/80      0.94G      1.023       1.78     0.7326      1.279         10        640:  13%|█▎        | 65/519 [00:32<03:57,  1.91it/s]
      30/80      0.94G       1.03      1.783     0.7332      1.282         12        640:  13%|█▎        | 65/519 [00:32<03:57,  1.91it/s]
      30/80      0.94G       1.03      1.783     0.7332      1.282         12        640:  13%|█▎        | 66/519 [00:32<03:29,  2.17it/s]
      30/80      0.94G      1.031      1.784     0.7323       1.28         12        640:  13%|█▎        | 66/519 [00:32<03:29,  2.17it/s]
      30/80      0.94G      1.031      1.784     0.7323       1.28         12        640:  13%|█▎        | 67/519 [00:32<02:56,  2.56it/s]
      30/80      0.94G      1.034      1.785     0.7303       1.28         10        640:  13%|█▎        | 67/519 [00:33<02:56,  2.56it/s]
      30/80      0.94G      1.034      1.785     0.7303       1.28         10        640:  13%|█▎        | 68/519 [00:33<02:41,  2.80it/s]
      30/80      0.94G      1.029      1.783     0.7264      1.278         11        640:  13%|█▎        | 68/519 [00:34<02:41,  2.80it/s]
      30/80      0.94G      1.029      1.783     0.7264      1.278         11        640:  13%|█▎        | 69/519 [00:34<04:21,  1.72it/s]
      30/80      0.94G      1.029      1.782     0.7246      1.276         13        640:  13%|█▎        | 69/519 [00:34<04:21,  1.72it/s]
      30/80      0.94G      1.029      1.782     0.7246      1.276         13        640:  13%|█▎        | 70/519 [00:34<03:25,  2.18it/s]
      30/80      0.94G      1.029      1.777      0.727      1.275          8        640:  13%|█▎        | 70/519 [00:34<03:25,  2.18it/s]
      30/80      0.94G      1.029      1.777      0.727      1.275          8        640:  14%|█▎        | 71/519 [00:34<02:52,  2.60it/s]
      30/80      0.94G      1.024      1.767     0.7222      1.271          8        640:  14%|█▎        | 71/519 [00:34<02:52,  2.60it/s]
      30/80      0.94G      1.024      1.767     0.7222      1.271          8        640:  14%|█▍        | 72/519 [00:34<02:34,  2.88it/s]
      30/80      0.94G      1.021      1.758     0.7231       1.27          7        640:  14%|█▍        | 72/519 [00:35<02:34,  2.88it/s]
      30/80      0.94G      1.021      1.758     0.7231       1.27          7        640:  14%|█▍        | 73/519 [00:35<04:00,  1.85it/s]
      30/80      0.94G      1.025      1.756     0.7231       1.27         10        640:  14%|█▍        | 73/519 [00:36<04:00,  1.85it/s]
      30/80      0.94G      1.025      1.756     0.7231       1.27         10        640:  14%|█▍        | 74/519 [00:36<03:25,  2.16it/s]
      30/80      0.94G      1.027      1.756     0.7235      1.272         11        640:  14%|█▍        | 74/519 [00:36<03:25,  2.16it/s]
      30/80      0.94G      1.027      1.756     0.7235      1.272         11        640:  14%|█▍        | 75/519 [00:36<02:55,  2.54it/s]
      30/80      0.94G      1.025      1.754     0.7222       1.27          9        640:  14%|█▍        | 75/519 [00:36<02:55,  2.54it/s]
      30/80      0.94G      1.025      1.754     0.7222       1.27          9        640:  15%|█▍        | 76/519 [00:36<02:33,  2.89it/s]
      30/80      0.94G      1.027      1.748     0.7218      1.272          8        640:  15%|█▍        | 76/519 [00:37<02:33,  2.89it/s]
      30/80      0.94G      1.027      1.748     0.7218      1.272          8        640:  15%|█▍        | 77/519 [00:37<03:53,  1.90it/s]
      30/80      0.94G      1.027      1.746     0.7217      1.271          8        640:  15%|█▍        | 77/519 [00:37<03:53,  1.90it/s]
      30/80      0.94G      1.027      1.746     0.7217      1.271          8        640:  15%|█▌        | 78/519 [00:37<03:16,  2.24it/s]
      30/80      0.94G       1.03      1.745     0.7245      1.272          7        640:  15%|█▌        | 78/519 [00:38<03:16,  2.24it/s]
      30/80      0.94G       1.03      1.745     0.7245      1.272          7        640:  15%|█▌        | 79/519 [00:38<02:52,  2.55it/s]
      30/80      0.94G      1.033      1.751      0.727      1.276         13        640:  15%|█▌        | 79/519 [00:38<02:52,  2.55it/s]
      30/80      0.94G      1.033      1.751      0.727      1.276         13        640:  15%|█▌        | 80/519 [00:38<02:26,  2.99it/s]
      30/80      0.94G      1.032      1.749     0.7251      1.275         12        640:  15%|█▌        | 80/519 [00:40<02:26,  2.99it/s]
      30/80      0.94G      1.032      1.749     0.7251      1.275         12        640:  16%|█▌        | 81/519 [00:40<05:40,  1.29it/s]
      30/80      0.94G       1.03      1.749      0.723      1.272         11        640:  16%|█▌        | 81/519 [00:40<05:40,  1.29it/s]
      30/80      0.94G       1.03      1.749      0.723      1.272         11        640:  16%|█▌        | 82/519 [00:40<04:27,  1.64it/s]
      30/80      0.94G      1.032      1.752     0.7243      1.273         15        640:  16%|█▌        | 82/519 [00:40<04:27,  1.64it/s]
      30/80      0.94G      1.032      1.752     0.7243      1.273         15        640:  16%|█▌        | 83/519 [00:40<03:38,  1.99it/s]
      30/80      0.94G      1.034      1.752     0.7246      1.273         12        640:  16%|█▌        | 83/519 [00:40<03:38,  1.99it/s]
      30/80      0.94G      1.034      1.752     0.7246      1.273         12        640:  16%|█▌        | 84/519 [00:40<03:03,  2.37it/s]
      30/80      0.94G      1.035      1.757     0.7276      1.273          9        640:  16%|█▌        | 84/519 [00:41<03:03,  2.37it/s]
      30/80      0.94G      1.035      1.757     0.7276      1.273          9        640:  16%|█▋        | 85/519 [00:41<04:06,  1.76it/s]
      30/80      0.94G      1.038      1.761     0.7289      1.275          9        640:  16%|█▋        | 85/519 [00:41<04:06,  1.76it/s]
      30/80      0.94G      1.038      1.761     0.7289      1.275          9        640:  17%|█▋        | 86/519 [00:41<03:29,  2.06it/s]
      30/80      0.94G      1.039       1.76     0.7284      1.275         10        640:  17%|█▋        | 86/519 [00:42<03:29,  2.06it/s]
      30/80      0.94G      1.039       1.76     0.7284      1.275         10        640:  17%|█▋        | 87/519 [00:42<02:54,  2.47it/s]
      30/80      0.94G      1.041      1.759     0.7295      1.276         10        640:  17%|█▋        | 87/519 [00:42<02:54,  2.47it/s]
      30/80      0.94G      1.041      1.759     0.7295      1.276         10        640:  17%|█▋        | 88/519 [00:42<02:31,  2.85it/s]
      30/80      0.94G      1.038      1.753     0.7266      1.273         12        640:  17%|█▋        | 88/519 [00:43<02:31,  2.85it/s]
      30/80      0.94G      1.038      1.753     0.7266      1.273         12        640:  17%|█▋        | 89/519 [00:43<04:38,  1.54it/s]
      30/80      0.94G      1.037       1.75     0.7259      1.271         15        640:  17%|█▋        | 89/519 [00:44<04:38,  1.54it/s]
      30/80      0.94G      1.037       1.75     0.7259      1.271         15        640:  17%|█▋        | 90/519 [00:44<03:46,  1.89it/s]
      30/80      0.94G      1.035      1.747     0.7238      1.271         12        640:  17%|█▋        | 90/519 [00:44<03:46,  1.89it/s]
      30/80      0.94G      1.035      1.747     0.7238      1.271         12        640:  18%|█▊        | 91/519 [00:44<03:21,  2.13it/s]
      30/80      0.94G      1.036      1.746     0.7238      1.271          9        640:  18%|█▊        | 91/519 [00:44<03:21,  2.13it/s]
      30/80      0.94G      1.036      1.746     0.7238      1.271          9        640:  18%|█▊        | 92/519 [00:44<02:46,  2.57it/s]
      30/80      0.94G      1.034      1.742     0.7236      1.272          7        640:  18%|█▊        | 92/519 [00:45<02:46,  2.57it/s]
      30/80      0.94G      1.034      1.742     0.7236      1.272          7        640:  18%|█▊        | 93/519 [00:45<03:36,  1.97it/s]
      30/80      0.94G      1.033      1.737     0.7223      1.272          8        640:  18%|█▊        | 93/519 [00:45<03:36,  1.97it/s]
      30/80      0.94G      1.033      1.737     0.7223      1.272          8        640:  18%|█▊        | 94/519 [00:45<03:07,  2.26it/s]
      30/80      0.94G      1.034      1.743     0.7222      1.273         11        640:  18%|█▊        | 94/519 [00:46<03:07,  2.26it/s]
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      30/80      0.94G       1.03      1.744     0.7217      1.271          7        640:  18%|█▊        | 95/519 [00:46<03:48,  1.86it/s]
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      30/80      0.94G      1.014      1.689     0.6993      1.271         12        640:  92%|█████████▏| 476/519 [03:41<00:21,  1.96it/s]
      30/80      0.94G      1.014      1.689     0.6993      1.271         12        640:  92%|█████████▏| 477/519 [03:41<00:18,  2.33it/s]
      30/80      0.94G      1.014      1.688     0.6987      1.271          6        640:  92%|█████████▏| 477/519 [03:41<00:18,  2.33it/s]
      30/80      0.94G      1.014      1.688     0.6987      1.271          6        640:  92%|█████████▏| 478/519 [03:41<00:15,  2.73it/s]
      30/80      0.94G      1.014      1.688     0.6987       1.27         10        640:  92%|█████████▏| 478/519 [03:41<00:15,  2.73it/s]
      30/80      0.94G      1.014      1.688     0.6987       1.27         10        640:  92%|█████████▏| 479/519 [03:41<00:16,  2.43it/s]
      30/80      0.94G      1.015      1.689     0.6994      1.271         10        640:  92%|█████████▏| 479/519 [03:42<00:16,  2.43it/s]
      30/80      0.94G      1.015      1.689     0.6994      1.271         10        640:  92%|█████████▏| 480/519 [03:42<00:18,  2.06it/s]
      30/80      0.94G      1.015      1.688     0.6997      1.271          7        640:  92%|█████████▏| 480/519 [03:42<00:18,  2.06it/s]
      30/80      0.94G      1.015      1.688     0.6997      1.271          7        640:  93%|█████████▎| 481/519 [03:42<00:15,  2.39it/s]
      30/80      0.94G      1.015      1.688     0.6996      1.271          7        640:  93%|█████████▎| 481/519 [03:43<00:15,  2.39it/s]
      30/80      0.94G      1.015      1.688     0.6996      1.271          7        640:  93%|█████████▎| 482/519 [03:43<00:13,  2.68it/s]
      30/80      0.94G      1.015      1.687     0.6991       1.27         11        640:  93%|█████████▎| 482/519 [03:43<00:13,  2.68it/s]
      30/80      0.94G      1.015      1.687     0.6991       1.27         11        640:  93%|█████████▎| 483/519 [03:43<00:12,  2.88it/s]
      30/80      0.94G      1.015      1.687     0.6993       1.27          8        640:  93%|█████████▎| 483/519 [03:44<00:12,  2.88it/s]
      30/80      0.94G      1.015      1.687     0.6993       1.27          8        640:  93%|█████████▎| 484/519 [03:44<00:18,  1.86it/s]
      30/80      0.94G      1.015      1.687     0.6988       1.27          9        640:  93%|█████████▎| 484/519 [03:44<00:18,  1.86it/s]
      30/80      0.94G      1.015      1.687     0.6988       1.27          9        640:  93%|█████████▎| 485/519 [03:44<00:15,  2.20it/s]
      30/80      0.94G      1.015      1.687      0.699       1.27         10        640:  93%|█████████▎| 485/519 [03:44<00:15,  2.20it/s]
      30/80      0.94G      1.015      1.687      0.699       1.27         10        640:  94%|█████████▎| 486/519 [03:44<00:12,  2.67it/s]
      30/80      0.94G      1.015      1.686     0.6992      1.269         13        640:  94%|█████████▎| 486/519 [03:45<00:12,  2.67it/s]
      30/80      0.94G      1.015      1.686     0.6992      1.269         13        640:  94%|█████████▍| 487/519 [03:45<00:11,  2.84it/s]
      30/80      0.94G      1.015      1.686     0.6992      1.269         13        640:  94%|█████████▍| 487/519 [03:46<00:11,  2.84it/s]
      30/80      0.94G      1.015      1.686     0.6992      1.269         13        640:  94%|█████████▍| 488/519 [03:46<00:22,  1.40it/s]
      30/80      0.94G      1.015      1.686     0.6992      1.269         10        640:  94%|█████████▍| 488/519 [03:46<00:22,  1.40it/s]
      30/80      0.94G      1.015      1.686     0.6992      1.269         10        640:  94%|█████████▍| 489/519 [03:46<00:17,  1.75it/s]
      30/80      0.94G      1.014      1.686      0.699      1.269          6        640:  94%|█████████▍| 489/519 [03:47<00:17,  1.75it/s]
      30/80      0.94G      1.014      1.686      0.699      1.269          6        640:  94%|█████████▍| 490/519 [03:47<00:13,  2.09it/s]
      30/80      0.94G      1.014      1.686     0.6987      1.269         11        640:  94%|█████████▍| 490/519 [03:47<00:13,  2.09it/s]
      30/80      0.94G      1.014      1.686     0.6987      1.269         11        640:  95%|█████████▍| 491/519 [03:47<00:10,  2.55it/s]
      30/80      0.94G      1.015      1.686      0.699      1.269         10        640:  95%|█████████▍| 491/519 [03:48<00:10,  2.55it/s]
      30/80      0.94G      1.015      1.686      0.699      1.269         10        640:  95%|█████████▍| 492/519 [03:48<00:20,  1.31it/s]
      30/80      0.94G      1.014      1.687     0.6987      1.268         10        640:  95%|█████████▍| 492/519 [03:49<00:20,  1.31it/s]
      30/80      0.94G      1.014      1.687     0.6987      1.268         10        640:  95%|█████████▍| 493/519 [03:49<00:16,  1.61it/s]
      30/80      0.94G      1.014      1.687     0.6985      1.268         11        640:  95%|█████████▍| 493/519 [03:49<00:16,  1.61it/s]
      30/80      0.94G      1.014      1.687     0.6985      1.268         11        640:  95%|█████████▌| 494/519 [03:49<00:12,  2.02it/s]
      30/80      0.94G      1.014      1.687      0.699      1.269          7        640:  95%|█████████▌| 494/519 [03:49<00:12,  2.02it/s]
      30/80      0.94G      1.014      1.687      0.699      1.269          7        640:  95%|█████████▌| 495/519 [03:49<00:10,  2.38it/s]
      30/80      0.94G      1.014      1.688     0.6992      1.269          7        640:  95%|█████████▌| 495/519 [03:50<00:10,  2.38it/s]
      30/80      0.94G      1.014      1.688     0.6992      1.269          7        640:  96%|█████████▌| 496/519 [03:50<00:14,  1.54it/s]
      30/80      0.94G      1.014      1.687     0.6989      1.269          8        640:  96%|█████████▌| 496/519 [03:51<00:14,  1.54it/s]
      30/80      0.94G      1.014      1.687     0.6989      1.269          8        640:  96%|█████████▌| 497/519 [03:51<00:11,  1.92it/s]
      30/80      0.94G      1.014      1.686     0.6988      1.268          7        640:  96%|█████████▌| 497/519 [03:51<00:11,  1.92it/s]
      30/80      0.94G      1.014      1.686     0.6988      1.268          7        640:  96%|█████████▌| 498/519 [03:51<00:09,  2.14it/s]
      30/80      0.94G      1.013      1.685     0.6983      1.268         14        640:  96%|█████████▌| 498/519 [03:51<00:09,  2.14it/s]
      30/80      0.94G      1.013      1.685     0.6983      1.268         14        640:  96%|█████████▌| 499/519 [03:51<00:08,  2.48it/s]
      30/80      0.94G      1.013      1.686     0.6983      1.268         13        640:  96%|█████████▌| 499/519 [03:52<00:08,  2.48it/s]
      30/80      0.94G      1.013      1.686     0.6983      1.268         13        640:  96%|█████████▋| 500/519 [03:52<00:12,  1.51it/s]
      30/80      0.94G      1.013      1.685     0.6978      1.268          7        640:  96%|█████████▋| 500/519 [03:53<00:12,  1.51it/s]
      30/80      0.94G      1.013      1.685     0.6978      1.268          7        640:  97%|█████████▋| 501/519 [03:53<00:09,  1.86it/s]
      30/80      0.94G      1.013      1.685     0.6977      1.268         10        640:  97%|█████████▋| 501/519 [03:53<00:09,  1.86it/s]
      30/80      0.94G      1.013      1.685     0.6977      1.268         10        640:  97%|█████████▋| 502/519 [03:53<00:07,  2.26it/s]
      30/80      0.94G      1.013      1.685     0.6975      1.268          9        640:  97%|█████████▋| 502/519 [03:53<00:07,  2.26it/s]
      30/80      0.94G      1.013      1.685     0.6975      1.268          9        640:  97%|█████████▋| 503/519 [03:53<00:06,  2.51it/s]
      30/80      0.94G      1.013      1.685     0.6973      1.268         10        640:  97%|█████████▋| 503/519 [03:54<00:06,  2.51it/s]
      30/80      0.94G      1.013      1.685     0.6973      1.268         10        640:  97%|█████████▋| 504/519 [03:54<00:09,  1.67it/s]
      30/80      0.94G      1.013      1.685     0.6974      1.268          9        640:  97%|█████████▋| 504/519 [03:55<00:09,  1.67it/s]
      30/80      0.94G      1.013      1.685     0.6974      1.268          9        640:  97%|█████████▋| 505/519 [03:55<00:06,  2.05it/s]
      30/80      0.94G      1.013      1.685     0.6975      1.268         10        640:  97%|█████████▋| 505/519 [03:55<00:06,  2.05it/s]
      30/80      0.94G      1.013      1.685     0.6975      1.268         10        640:  97%|█████████▋| 506/519 [03:55<00:05,  2.42it/s]
      30/80      0.94G      1.013      1.685     0.6977      1.269         10        640:  97%|█████████▋| 506/519 [03:55<00:05,  2.42it/s]
      30/80      0.94G      1.013      1.685     0.6977      1.269         10        640:  98%|█████████▊| 507/519 [03:55<00:04,  2.76it/s]
      30/80      0.94G      1.014      1.687     0.6983      1.269         13        640:  98%|█████████▊| 507/519 [03:56<00:04,  2.76it/s]
      30/80      0.94G      1.014      1.687     0.6983      1.269         13        640:  98%|█████████▊| 508/519 [03:56<00:06,  1.79it/s]
      30/80      0.94G      1.013      1.687     0.6982      1.269          9        640:  98%|█████████▊| 508/519 [03:56<00:06,  1.79it/s]
      30/80      0.94G      1.013      1.687     0.6982      1.269          9        640:  98%|█████████▊| 509/519 [03:56<00:04,  2.22it/s]
      30/80      0.94G      1.013      1.688     0.6983      1.269         13        640:  98%|█████████▊| 509/519 [03:57<00:04,  2.22it/s]
      30/80      0.94G      1.013      1.688     0.6983      1.269         13        640:  98%|█████████▊| 510/519 [03:57<00:03,  2.49it/s]
      30/80      0.94G      1.013      1.688     0.6986      1.269         10        640:  98%|█████████▊| 510/519 [03:57<00:03,  2.49it/s]
      30/80      0.94G      1.013      1.688     0.6986      1.269         10        640:  98%|█████████▊| 511/519 [03:57<00:02,  2.76it/s]
      30/80      0.94G      1.014      1.689     0.6993      1.269         11        640:  98%|█████████▊| 511/519 [03:58<00:02,  2.76it/s]
      30/80      0.94G      1.014      1.689     0.6993      1.269         11        640:  99%|█████████▊| 512/519 [03:58<00:04,  1.60it/s]
      30/80      0.94G      1.015       1.69     0.7002      1.269          9        640:  99%|█████████▊| 512/519 [03:58<00:04,  1.60it/s]
      30/80      0.94G      1.015       1.69     0.7002      1.269          9        640:  99%|█████████▉| 513/519 [03:58<00:02,  2.08it/s]
      30/80      0.94G      1.015       1.69     0.7001      1.269         10        640:  99%|█████████▉| 513/519 [03:58<00:02,  2.08it/s]
      30/80      0.94G      1.015       1.69     0.7001      1.269         10        640:  99%|█████████▉| 514/519 [03:58<00:01,  2.52it/s]
      30/80      0.94G      1.015       1.69     0.7002       1.27         11        640:  99%|█████████▉| 514/519 [03:59<00:01,  2.52it/s]
      30/80      0.94G      1.015       1.69     0.7002       1.27         11        640:  99%|█████████▉| 515/519 [03:59<00:01,  3.04it/s]
      30/80      0.94G      1.014      1.688     0.6997      1.269         10        640:  99%|█████████▉| 515/519 [03:59<00:01,  3.04it/s]
      30/80      0.94G      1.014      1.688     0.6997      1.269         10        640:  99%|█████████▉| 516/519 [03:59<00:00,  3.67it/s]
      30/80      0.94G      1.014      1.689     0.7001       1.27         11        640:  99%|█████████▉| 516/519 [03:59<00:00,  3.67it/s]
      30/80      0.94G      1.014      1.688     0.6998      1.269          7        640:  99%|█████████▉| 516/519 [03:59<00:00,  3.67it/s]
      30/80      0.94G      1.014      1.688     0.6998      1.269          7        640: 100%|█████████▉| 518/519 [03:59<00:00,  5.63it/s]
      30/80      0.94G      1.013      1.688     0.6996      1.269          9        640: 100%|█████████▉| 518/519 [03:59<00:00,  5.63it/s]
      30/80      0.94G      1.013      1.688     0.6996      1.269          9        640: 100%|██████████| 519/519 [03:59<00:00,  2.17it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:46,  6.35s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<03:00,  2.86s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:44,  1.68s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:47,  1.27it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:07<00:34,  1.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:07<00:25,  2.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:08<00:31,  1.82it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:08<00:29,  1.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:09<00:32,  1.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:09<00:28,  1.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:10<00:26,  1.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:10<00:27,  1.87it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:11<00:27,  1.87it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:27,  1.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:12<00:25,  1.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:27,  1.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:13<00:27,  1.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:25,  1.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:14<00:26,  1.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:15<00:27,  1.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:28,  1.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:27,  1.53it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:24,  1.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:22,  1.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:16,  2.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:13,  2.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:10,  3.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:08,  4.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:07,  4.84it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  5.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:05,  6.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.45it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.87it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:04,  6.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:03,  6.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.27it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  6.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.43it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  7.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:22<00:01,  8.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  8.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.41it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.79it/s]
+                   all        519        519      0.959      0.942      0.981      0.729      0.959      0.942      0.983      0.704
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
      31/80      0.94G      0.962       1.67     0.5159      1.149          9        640:   0%|          | 0/519 [00:03<?, ?it/s]
      31/80      0.94G      0.962       1.67     0.5159      1.149          9        640:   0%|          | 1/519 [00:03<27:10,  3.15s/it]
      31/80      0.94G     0.8575      1.484     0.5408      1.112         12        640:   0%|          | 1/519 [00:03<27:10,  3.15s/it]
      31/80      0.94G     0.8575      1.484     0.5408      1.112         12        640:   0%|          | 2/519 [00:03<13:04,  1.52s/it]
      31/80      0.94G     0.9438      1.582     0.6122      1.167          9        640:   0%|          | 2/519 [00:03<13:04,  1.52s/it]
      31/80      0.94G     0.9438      1.582     0.6122      1.167          9        640:   1%|          | 3/519 [00:03<08:04,  1.06it/s]
      31/80      0.94G     0.9414      1.373     0.5876      1.214          5        640:   1%|          | 3/519 [00:04<08:04,  1.06it/s]
      31/80      0.94G     0.9414      1.373     0.5876      1.214          5        640:   1%|          | 4/519 [00:04<05:42,  1.50it/s]
      31/80      0.94G     0.9378      1.416     0.5749      1.233          9        640:   1%|          | 4/519 [00:05<05:42,  1.50it/s]
      31/80      0.94G     0.9378      1.416     0.5749      1.233          9        640:   1%|          | 5/519 [00:05<08:26,  1.01it/s]
      31/80      0.94G     0.9217      1.452      0.572      1.206         15        640:   1%|          | 5/519 [00:05<08:26,  1.01it/s]
      31/80      0.94G     0.9217      1.452      0.572      1.206         15        640:   1%|          | 6/519 [00:05<06:12,  1.38it/s]
      31/80      0.94G     0.9047      1.427     0.5778      1.201         10        640:   1%|          | 6/519 [00:05<06:12,  1.38it/s]
      31/80      0.94G     0.9047      1.427     0.5778      1.201         10        640:   1%|▏         | 7/519 [00:05<04:38,  1.84it/s]
      31/80      0.94G     0.9056      1.455     0.5956      1.186         10        640:   1%|▏         | 7/519 [00:06<04:38,  1.84it/s]
      31/80      0.94G     0.9056      1.455     0.5956      1.186         10        640:   2%|▏         | 8/519 [00:06<03:46,  2.25it/s]
      31/80      0.94G      0.906      1.458     0.5998      1.198         11        640:   2%|▏         | 8/519 [00:07<03:46,  2.25it/s]
      31/80      0.94G      0.906      1.458     0.5998      1.198         11        640:   2%|▏         | 9/519 [00:07<06:03,  1.40it/s]
      31/80      0.94G     0.8944       1.45     0.6305      1.211          5        640:   2%|▏         | 9/519 [00:07<06:03,  1.40it/s]
      31/80      0.94G     0.8944       1.45     0.6305      1.211          5        640:   2%|▏         | 10/519 [00:07<04:44,  1.79it/s]
      31/80      0.94G     0.8716      1.411     0.6102      1.195          8        640:   2%|▏         | 10/519 [00:07<04:44,  1.79it/s]
      31/80      0.94G     0.8716      1.411     0.6102      1.195          8        640:   2%|▏         | 11/519 [00:07<03:58,  2.13it/s]
      31/80      0.94G     0.9098      1.463      0.636      1.213         13        640:   2%|▏         | 11/519 [00:08<03:58,  2.13it/s]
      31/80      0.94G     0.9098      1.463      0.636      1.213         13        640:   2%|▏         | 12/519 [00:08<03:36,  2.34it/s]
      31/80      0.94G     0.9015      1.449     0.6323      1.208         11        640:   2%|▏         | 12/519 [00:08<03:36,  2.34it/s]
      31/80      0.94G     0.9015      1.449     0.6323      1.208         11        640:   3%|▎         | 13/519 [00:08<03:56,  2.14it/s]
      31/80      0.94G     0.9344      1.474     0.6441      1.217         13        640:   3%|▎         | 13/519 [00:09<03:56,  2.14it/s]
      31/80      0.94G     0.9344      1.474     0.6441      1.217         13        640:   3%|▎         | 14/519 [00:09<03:20,  2.52it/s]
      31/80      0.94G     0.9462      1.457     0.6484      1.235         12        640:   3%|▎         | 14/519 [00:09<03:20,  2.52it/s]
      31/80      0.94G     0.9462      1.457     0.6484      1.235         12        640:   3%|▎         | 15/519 [00:09<02:59,  2.80it/s]
      31/80      0.94G     0.9338       1.47      0.645      1.228          9        640:   3%|▎         | 15/519 [00:09<02:59,  2.80it/s]
      31/80      0.94G     0.9338       1.47      0.645      1.228          9        640:   3%|▎         | 16/519 [00:09<02:37,  3.20it/s]
      31/80      0.94G     0.9324      1.466     0.6454      1.223         11        640:   3%|▎         | 16/519 [00:10<02:37,  3.20it/s]
      31/80      0.94G     0.9324      1.466     0.6454      1.223         11        640:   3%|▎         | 17/519 [00:10<04:37,  1.81it/s]
      31/80      0.94G     0.9279      1.471      0.645      1.215         10        640:   3%|▎         | 17/519 [00:10<04:37,  1.81it/s]
      31/80      0.94G     0.9279      1.471      0.645      1.215         10        640:   3%|▎         | 18/519 [00:10<03:43,  2.24it/s]
      31/80      0.94G     0.9449      1.472     0.6469      1.219          8        640:   3%|▎         | 18/519 [00:11<03:43,  2.24it/s]
      31/80      0.94G     0.9449      1.472     0.6469      1.219          8        640:   4%|▎         | 19/519 [00:11<03:12,  2.60it/s]
      31/80      0.94G      0.944      1.472      0.642      1.217         14        640:   4%|▎         | 19/519 [00:11<03:12,  2.60it/s]
      31/80      0.94G      0.944      1.472      0.642      1.217         14        640:   4%|▍         | 20/519 [00:11<02:52,  2.89it/s]
      31/80      0.94G     0.9481      1.484     0.6415      1.227         11        640:   4%|▍         | 20/519 [00:12<02:52,  2.89it/s]
      31/80      0.94G     0.9481      1.484     0.6415      1.227         11        640:   4%|▍         | 21/519 [00:12<05:41,  1.46it/s]
      31/80      0.94G     0.9563      1.522     0.6529      1.238         10        640:   4%|▍         | 21/519 [00:13<05:41,  1.46it/s]
      31/80      0.94G     0.9563      1.522     0.6529      1.238         10        640:   4%|▍         | 22/519 [00:13<04:24,  1.88it/s]
      31/80      0.94G     0.9452      1.511     0.6437      1.233         11        640:   4%|▍         | 22/519 [00:13<04:24,  1.88it/s]
      31/80      0.94G     0.9452      1.511     0.6437      1.233         11        640:   4%|▍         | 23/519 [00:13<03:33,  2.32it/s]
      31/80      0.94G     0.9537      1.546     0.6598      1.241         10        640:   4%|▍         | 23/519 [00:13<03:33,  2.32it/s]
      31/80      0.94G     0.9537      1.546     0.6598      1.241         10        640:   5%|▍         | 24/519 [00:13<03:11,  2.59it/s]
      31/80      0.94G     0.9509      1.532     0.6535      1.246          6        640:   5%|▍         | 24/519 [00:14<03:11,  2.59it/s]
      31/80      0.94G     0.9509      1.532     0.6535      1.246          6        640:   5%|▍         | 25/519 [00:14<04:13,  1.95it/s]
      31/80      0.94G     0.9596       1.55     0.6575      1.243         10        640:   5%|▍         | 25/519 [00:14<04:13,  1.95it/s]
      31/80      0.94G     0.9596       1.55     0.6575      1.243         10        640:   5%|▌         | 26/519 [00:14<03:32,  2.32it/s]
      31/80      0.94G     0.9699      1.555      0.667      1.245         11        640:   5%|▌         | 26/519 [00:14<03:32,  2.32it/s]
      31/80      0.94G     0.9699      1.555      0.667      1.245         11        640:   5%|▌         | 27/519 [00:14<03:11,  2.57it/s]
      31/80      0.94G     0.9648      1.549     0.6657      1.245          9        640:   5%|▌         | 27/519 [00:15<03:11,  2.57it/s]
      31/80      0.94G     0.9648      1.549     0.6657      1.245          9        640:   5%|▌         | 28/519 [00:15<02:53,  2.83it/s]
      31/80      0.94G     0.9645      1.548     0.6617       1.24         13        640:   5%|▌         | 28/519 [00:15<02:53,  2.83it/s]
      31/80      0.94G     0.9645      1.548     0.6617       1.24         13        640:   6%|▌         | 29/519 [00:15<02:43,  3.00it/s]
      31/80      0.94G     0.9603      1.555     0.6619      1.244          7        640:   6%|▌         | 29/519 [00:16<02:43,  3.00it/s]
      31/80      0.94G     0.9603      1.555     0.6619      1.244          7        640:   6%|▌         | 30/519 [00:16<05:16,  1.55it/s]
      31/80      0.94G     0.9589      1.557     0.6692      1.239          9        640:   6%|▌         | 30/519 [00:17<05:16,  1.55it/s]
      31/80      0.94G     0.9589      1.557     0.6692      1.239          9        640:   6%|▌         | 31/519 [00:17<04:14,  1.92it/s]
      31/80      0.94G      0.964      1.555      0.669      1.237          9        640:   6%|▌         | 31/519 [00:17<04:14,  1.92it/s]
      31/80      0.94G      0.964      1.555      0.669      1.237          9        640:   6%|▌         | 32/519 [00:17<03:32,  2.29it/s]
      31/80      0.94G     0.9645      1.573     0.6769       1.24         12        640:   6%|▌         | 32/519 [00:17<03:32,  2.29it/s]
      31/80      0.94G     0.9645      1.573     0.6769       1.24         12        640:   6%|▋         | 33/519 [00:17<03:00,  2.70it/s]
      31/80      0.94G     0.9598      1.558     0.6729      1.238          7        640:   6%|▋         | 33/519 [00:18<03:00,  2.70it/s]
      31/80      0.94G     0.9598      1.558     0.6729      1.238          7        640:   7%|▋         | 34/519 [00:18<03:44,  2.16it/s]
      31/80      0.94G      0.974      1.569      0.679      1.249          7        640:   7%|▋         | 34/519 [00:18<03:44,  2.16it/s]
      31/80      0.94G      0.974      1.569      0.679      1.249          7        640:   7%|▋         | 35/519 [00:18<03:08,  2.57it/s]
      31/80      0.94G     0.9688      1.564      0.675      1.246          8        640:   7%|▋         | 35/519 [00:18<03:08,  2.57it/s]
      31/80      0.94G     0.9688      1.564      0.675      1.246          8        640:   7%|▋         | 36/519 [00:18<02:50,  2.84it/s]
      31/80      0.94G     0.9804      1.594     0.6766      1.252          7        640:   7%|▋         | 36/519 [00:18<02:50,  2.84it/s]
      31/80      0.94G     0.9804      1.594     0.6766      1.252          7        640:   7%|▋         | 37/519 [00:18<02:33,  3.14it/s]
      31/80      0.94G     0.9881      1.595     0.6915      1.258          7        640:   7%|▋         | 37/519 [00:19<02:33,  3.14it/s]
      31/80      0.94G     0.9881      1.595     0.6915      1.258          7        640:   7%|▋         | 38/519 [00:19<03:46,  2.13it/s]
      31/80      0.94G     0.9831      1.592     0.6942       1.26         10        640:   7%|▋         | 38/519 [00:19<03:46,  2.13it/s]
      31/80      0.94G     0.9831      1.592     0.6942       1.26         10        640:   8%|▊         | 39/519 [00:19<03:15,  2.46it/s]
      31/80      0.94G     0.9881      1.592     0.7032      1.264          7        640:   8%|▊         | 39/519 [00:20<03:15,  2.46it/s]
      31/80      0.94G     0.9881      1.592     0.7032      1.264          7        640:   8%|▊         | 40/519 [00:20<02:48,  2.84it/s]
      31/80      0.94G      0.982      1.594     0.6985      1.263          9        640:   8%|▊         | 40/519 [00:20<02:48,  2.84it/s]
      31/80      0.94G      0.982      1.594     0.6985      1.263          9        640:   8%|▊         | 41/519 [00:20<02:32,  3.13it/s]
      31/80      0.94G     0.9816      1.607     0.6964      1.262         12        640:   8%|▊         | 41/519 [00:20<02:32,  3.13it/s]
      31/80      0.94G     0.9816      1.607     0.6964      1.262         12        640:   8%|▊         | 42/519 [00:20<02:45,  2.89it/s]
      31/80      0.94G     0.9834      1.608     0.6947      1.259         10        640:   8%|▊         | 42/519 [00:21<02:45,  2.89it/s]
      31/80      0.94G     0.9834      1.608     0.6947      1.259         10        640:   8%|▊         | 43/519 [00:21<02:46,  2.86it/s]
      31/80      0.94G     0.9801      1.613     0.6935      1.256         11        640:   8%|▊         | 43/519 [00:21<02:46,  2.86it/s]
      31/80      0.94G     0.9801      1.613     0.6935      1.256         11        640:   8%|▊         | 44/519 [00:21<02:25,  3.26it/s]
      31/80      0.94G     0.9767      1.609     0.6874      1.253          7        640:   8%|▊         | 44/519 [00:21<02:25,  3.26it/s]
      31/80      0.94G     0.9767      1.609     0.6874      1.253          7        640:   9%|▊         | 45/519 [00:21<02:52,  2.75it/s]
      31/80      0.94G     0.9777      1.612     0.6825      1.259          5        640:   9%|▊         | 45/519 [00:22<02:52,  2.75it/s]
      31/80      0.94G     0.9777      1.612     0.6825      1.259          5        640:   9%|▉         | 46/519 [00:22<03:53,  2.02it/s]
      31/80      0.94G     0.9735      1.606     0.6787      1.253         11        640:   9%|▉         | 46/519 [00:22<03:53,  2.02it/s]
      31/80      0.94G     0.9735      1.606     0.6787      1.253         11        640:   9%|▉         | 47/519 [00:22<03:15,  2.42it/s]
      31/80      0.94G     0.9728      1.605     0.6774       1.25         12        640:   9%|▉         | 47/519 [00:23<03:15,  2.42it/s]
      31/80      0.94G     0.9728      1.605     0.6774       1.25         12        640:   9%|▉         | 48/519 [00:23<02:46,  2.82it/s]
      31/80      0.94G     0.9644      1.592     0.6718      1.245         10        640:   9%|▉         | 48/519 [00:24<02:46,  2.82it/s]
      31/80      0.94G     0.9644      1.592     0.6718      1.245         10        640:   9%|▉         | 49/519 [00:24<05:10,  1.51it/s]
      31/80      0.94G      0.959      1.588     0.6714      1.243         11        640:   9%|▉         | 49/519 [00:24<05:10,  1.51it/s]
      31/80      0.94G      0.959      1.588     0.6714      1.243         11        640:  10%|▉         | 50/519 [00:24<04:06,  1.90it/s]
      31/80      0.94G     0.9601      1.596     0.6744      1.246         12        640:  10%|▉         | 50/519 [00:24<04:06,  1.90it/s]
      31/80      0.94G     0.9601      1.596     0.6744      1.246         12        640:  10%|▉         | 51/519 [00:24<03:25,  2.28it/s]
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      31/80      0.94G     0.9866       1.63     0.6791      1.258         11        640:  34%|███▍      | 179/519 [01:24<02:22,  2.38it/s]
      31/80      0.94G     0.9899      1.629     0.6814       1.26          5        640:  34%|███▍      | 179/519 [01:24<02:22,  2.38it/s]
      31/80      0.94G     0.9899      1.629     0.6814       1.26          5        640:  35%|███▍      | 180/519 [01:24<02:04,  2.72it/s]
      31/80      0.94G     0.9882      1.627     0.6814      1.259         12        640:  35%|███▍      | 180/519 [01:24<02:04,  2.72it/s]
      31/80      0.94G     0.9882      1.627     0.6814      1.259         12        640:  35%|███▍      | 181/519 [01:24<01:49,  3.09it/s]
      31/80      0.94G     0.9861      1.625     0.6803      1.258          8        640:  35%|███▍      | 181/519 [01:26<01:49,  3.09it/s]
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      31/80      0.94G     0.9863      1.627     0.6803      1.257         12        640:  35%|███▌      | 182/519 [01:26<03:31,  1.60it/s]
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      31/80      0.94G     0.9868      1.628     0.6802      1.258         10        640:  35%|███▌      | 183/519 [01:26<02:57,  1.89it/s]
      31/80      0.94G     0.9868      1.628     0.6802      1.258         10        640:  35%|███▌      | 184/519 [01:26<02:23,  2.33it/s]
      31/80      0.94G     0.9863      1.628     0.6795      1.256         11        640:  35%|███▌      | 184/519 [01:26<02:23,  2.33it/s]
      31/80      0.94G     0.9863      1.628     0.6795      1.256         11        640:  36%|███▌      | 185/519 [01:26<02:03,  2.71it/s]
      31/80      0.94G     0.9856      1.626     0.6787      1.255          9        640:  36%|███▌      | 185/519 [01:27<02:03,  2.71it/s]
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      31/80      0.94G     0.9866      1.626     0.6785      1.256          8        640:  36%|███▌      | 186/519 [01:28<03:12,  1.73it/s]
      31/80      0.94G     0.9866      1.626     0.6785      1.256          8        640:  36%|███▌      | 187/519 [01:28<02:47,  1.98it/s]
      31/80      0.94G     0.9881      1.627     0.6792      1.256         11        640:  36%|███▌      | 187/519 [01:28<02:47,  1.98it/s]
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      31/80      0.94G     0.9875      1.625     0.6786      1.255          9        640:  36%|███▌      | 188/519 [01:28<02:20,  2.36it/s]
      31/80      0.94G     0.9875      1.625     0.6786      1.255          9        640:  36%|███▋      | 189/519 [01:28<02:02,  2.69it/s]
      31/80      0.94G     0.9865      1.623     0.6772      1.254         11        640:  36%|███▋      | 189/519 [01:29<02:02,  2.69it/s]
      31/80      0.94G     0.9865      1.623     0.6772      1.254         11        640:  37%|███▋      | 190/519 [01:29<03:09,  1.73it/s]
      31/80      0.94G      0.985      1.622     0.6759      1.253         12        640:  37%|███▋      | 190/519 [01:30<03:09,  1.73it/s]
      31/80      0.94G      0.985      1.622     0.6759      1.253         12        640:  37%|███▋      | 191/519 [01:30<02:34,  2.12it/s]
      31/80      0.94G     0.9847      1.621     0.6759      1.252         11        640:  37%|███▋      | 191/519 [01:30<02:34,  2.12it/s]
      31/80      0.94G     0.9847      1.621     0.6759      1.252         11        640:  37%|███▋      | 192/519 [01:30<02:11,  2.49it/s]
      31/80      0.94G     0.9842      1.619     0.6748      1.251         14        640:  37%|███▋      | 192/519 [01:30<02:11,  2.49it/s]
      31/80      0.94G     0.9842      1.619     0.6748      1.251         14        640:  37%|███▋      | 193/519 [01:30<01:54,  2.84it/s]
      31/80      0.94G     0.9846      1.621     0.6793      1.252          6        640:  37%|███▋      | 193/519 [01:31<01:54,  2.84it/s]
      31/80      0.94G     0.9846      1.621     0.6793      1.252          6        640:  37%|███▋      | 194/519 [01:31<03:25,  1.58it/s]
      31/80      0.94G      0.984       1.62     0.6793      1.251         11        640:  37%|███▋      | 194/519 [01:31<03:25,  1.58it/s]
      31/80      0.94G      0.984       1.62     0.6793      1.251         11        640:  38%|███▊      | 195/519 [01:31<02:39,  2.03it/s]
      31/80      0.94G     0.9843       1.62     0.6795      1.251         12        640:  38%|███▊      | 195/519 [01:32<02:39,  2.03it/s]
      31/80      0.94G     0.9843       1.62     0.6795      1.251         12        640:  38%|███▊      | 196/519 [01:32<02:11,  2.45it/s]
      31/80      0.94G     0.9856      1.622     0.6797      1.253          7        640:  38%|███▊      | 196/519 [01:32<02:11,  2.45it/s]
      31/80      0.94G     0.9856      1.622     0.6797      1.253          7        640:  38%|███▊      | 197/519 [01:32<01:53,  2.83it/s]
      31/80      0.94G     0.9858      1.622       0.68      1.253          8        640:  38%|███▊      | 197/519 [01:33<01:53,  2.83it/s]
      31/80      0.94G     0.9858      1.622       0.68      1.253          8        640:  38%|███▊      | 198/519 [01:33<02:49,  1.89it/s]
      31/80      0.94G     0.9857      1.622     0.6801      1.254          9        640:  38%|███▊      | 198/519 [01:33<02:49,  1.89it/s]
      31/80      0.94G     0.9857      1.622     0.6801      1.254          9        640:  38%|███▊      | 199/519 [01:33<02:40,  1.99it/s]
      31/80      0.94G     0.9857      1.622     0.6808      1.253          6        640:  38%|███▊      | 199/519 [01:33<02:40,  1.99it/s]
      31/80      0.94G     0.9857      1.622     0.6808      1.253          6        640:  39%|███▊      | 200/519 [01:33<02:10,  2.45it/s]
      31/80      0.94G     0.9871      1.623     0.6807      1.255         11        640:  39%|███▊      | 200/519 [01:34<02:10,  2.45it/s]
      31/80      0.94G     0.9871      1.623     0.6807      1.255         11        640:  39%|███▊      | 201/519 [01:34<01:53,  2.80it/s]
      31/80      0.94G     0.9866      1.622     0.6809      1.254         13        640:  39%|███▊      | 201/519 [01:35<01:53,  2.80it/s]
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      31/80      0.94G     0.9855       1.62     0.6803      1.253         10        640:  39%|███▉      | 202/519 [01:35<02:58,  1.77it/s]
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      31/80      0.94G     0.9857       1.62     0.6807      1.253         12        640:  39%|███▉      | 203/519 [01:35<02:35,  2.03it/s]
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      31/80      0.94G     0.9856      1.619     0.6804      1.253         13        640:  39%|███▉      | 204/519 [01:36<02:11,  2.40it/s]
      31/80      0.94G     0.9856      1.619     0.6804      1.253         13        640:  39%|███▉      | 205/519 [01:36<01:51,  2.83it/s]
      31/80      0.94G     0.9858      1.619     0.6801      1.253          9        640:  39%|███▉      | 205/519 [01:36<01:51,  2.83it/s]
      31/80      0.94G     0.9858      1.619     0.6801      1.253          9        640:  40%|███▉      | 206/519 [01:36<02:39,  1.96it/s]
      31/80      0.94G     0.9859      1.618     0.6803      1.252         12        640:  40%|███▉      | 206/519 [01:37<02:39,  1.96it/s]
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      31/80      0.94G      0.986      1.617     0.6818      1.253          8        640:  40%|████      | 208/519 [01:37<01:51,  2.79it/s]
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      31/80      0.94G     0.9858      1.618     0.6816      1.252         12        640:  41%|████      | 211/519 [01:39<02:44,  1.87it/s]
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      31/80      0.94G     0.9859       1.62     0.6812      1.252          9        640:  41%|████      | 212/519 [01:39<02:13,  2.30it/s]
      31/80      0.94G     0.9859       1.62     0.6812      1.252          9        640:  41%|████      | 213/519 [01:39<01:56,  2.63it/s]
      31/80      0.94G     0.9876      1.624     0.6822      1.254          8        640:  41%|████      | 213/519 [01:40<01:56,  2.63it/s]
      31/80      0.94G     0.9876      1.624     0.6822      1.254          8        640:  41%|████      | 214/519 [01:40<02:59,  1.70it/s]
      31/80      0.94G     0.9867      1.623     0.6814      1.253          6        640:  41%|████      | 214/519 [01:41<02:59,  1.70it/s]
      31/80      0.94G     0.9867      1.623     0.6814      1.253          6        640:  41%|████▏     | 215/519 [01:41<02:43,  1.86it/s]
      31/80      0.94G     0.9872      1.623     0.6817      1.254          9        640:  41%|████▏     | 215/519 [01:41<02:43,  1.86it/s]
      31/80      0.94G     0.9872      1.623     0.6817      1.254          9        640:  42%|████▏     | 216/519 [01:41<02:15,  2.24it/s]
      31/80      0.94G     0.9876      1.624     0.6821      1.254          9        640:  42%|████▏     | 216/519 [01:41<02:15,  2.24it/s]
      31/80      0.94G     0.9876      1.624     0.6821      1.254          9        640:  42%|████▏     | 217/519 [01:41<01:57,  2.58it/s]
      31/80      0.94G     0.9872      1.622     0.6814      1.255          5        640:  42%|████▏     | 217/519 [01:42<01:57,  2.58it/s]
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      31/80      0.94G     0.9884      1.625     0.6816      1.256          8        640:  42%|████▏     | 218/519 [01:43<02:48,  1.78it/s]
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      31/80      0.94G     0.9889      1.627     0.6812      1.256         10        640:  42%|████▏     | 219/519 [01:43<02:46,  1.80it/s]
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      31/80      0.94G     0.9883      1.625     0.6801      1.256          5        640:  42%|████▏     | 220/519 [01:43<02:17,  2.18it/s]
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      31/80      0.94G      0.989      1.627       0.68      1.256         12        640:  43%|████▎     | 221/519 [01:43<01:55,  2.59it/s]
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      31/80      0.94G     0.9906      1.631     0.6816      1.257         12        640:  43%|████▎     | 222/519 [01:44<01:42,  2.90it/s]
      31/80      0.94G     0.9906      1.631     0.6816      1.257         12        640:  43%|████▎     | 223/519 [01:44<02:47,  1.77it/s]
      31/80      0.94G     0.9911      1.631     0.6813      1.258         13        640:  43%|████▎     | 223/519 [01:45<02:47,  1.77it/s]
      31/80      0.94G     0.9911      1.631     0.6813      1.258         13        640:  43%|████▎     | 224/519 [01:45<02:19,  2.11it/s]
      31/80      0.94G     0.9923      1.638     0.6832      1.259          8        640:  43%|████▎     | 224/519 [01:45<02:19,  2.11it/s]
      31/80      0.94G     0.9923      1.638     0.6832      1.259          8        640:  43%|████▎     | 225/519 [01:45<01:58,  2.49it/s]
      31/80      0.94G     0.9924      1.638     0.6827      1.259         14        640:  43%|████▎     | 225/519 [01:45<01:58,  2.49it/s]
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      31/80      0.94G     0.9918      1.637     0.6823      1.258         12        640:  44%|████▎     | 226/519 [01:47<01:45,  2.77it/s]
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      31/80      0.94G     0.9925      1.636      0.682      1.259         10        640:  44%|████▎     | 227/519 [01:47<03:36,  1.35it/s]
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      31/80      0.94G     0.9913      1.635     0.6816      1.259          8        640:  44%|████▍     | 228/519 [01:47<02:48,  1.73it/s]
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      31/80      0.94G       0.99      1.631      0.681      1.259          7        640:  44%|████▍     | 229/519 [01:47<02:19,  2.08it/s]
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      31/80      0.94G     0.9905      1.637     0.6803      1.259          9        640:  44%|████▍     | 230/519 [01:48<01:57,  2.47it/s]
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      31/80      0.94G      0.991      1.641     0.6845       1.26          8        640:  45%|████▌     | 234/519 [01:50<01:44,  2.72it/s]
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      31/80      0.94G     0.9899       1.64     0.6845       1.26          6        640:  46%|████▌     | 237/519 [01:51<01:54,  2.47it/s]
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      31/80      0.94G     0.9878      1.638     0.6822      1.258         13        640:  46%|████▋     | 241/519 [01:53<02:31,  1.83it/s]
      31/80      0.94G     0.9889      1.638     0.6829      1.258         12        640:  46%|████▋     | 241/519 [01:54<02:31,  1.83it/s]
      31/80      0.94G     0.9889      1.638     0.6829      1.258         12        640:  47%|████▋     | 242/519 [01:54<02:04,  2.22it/s]
      31/80      0.94G     0.9905      1.641     0.6845      1.259         11        640:  47%|████▋     | 242/519 [01:55<02:04,  2.22it/s]
      31/80      0.94G     0.9905      1.641     0.6845      1.259         11        640:  47%|████▋     | 243/519 [01:55<03:10,  1.45it/s]
      31/80      0.94G     0.9901      1.641     0.6837      1.258         11        640:  47%|████▋     | 243/519 [01:55<03:10,  1.45it/s]
      31/80      0.94G     0.9901      1.641     0.6837      1.258         11        640:  47%|████▋     | 244/519 [01:55<02:29,  1.83it/s]
      31/80      0.94G     0.9905       1.64     0.6835      1.258         12        640:  47%|████▋     | 244/519 [01:55<02:29,  1.83it/s]
      31/80      0.94G     0.9905       1.64     0.6835      1.258         12        640:  47%|████▋     | 245/519 [01:55<02:01,  2.26it/s]
      31/80      0.94G     0.9904       1.64     0.6831      1.257          7        640:  47%|████▋     | 245/519 [01:56<02:01,  2.26it/s]
      31/80      0.94G     0.9904       1.64     0.6831      1.257          7        640:  47%|████▋     | 246/519 [01:56<01:41,  2.69it/s]
      31/80      0.94G     0.9895      1.638     0.6821      1.256         12        640:  47%|████▋     | 246/519 [01:57<01:41,  2.69it/s]
      31/80      0.94G     0.9895      1.638     0.6821      1.256         12        640:  48%|████▊     | 247/519 [01:57<02:42,  1.68it/s]
      31/80      0.94G     0.9886      1.636     0.6813      1.255         13        640:  48%|████▊     | 247/519 [01:57<02:42,  1.68it/s]
      31/80      0.94G     0.9886      1.636     0.6813      1.255         13        640:  48%|████▊     | 248/519 [01:57<02:11,  2.06it/s]
      31/80      0.94G     0.9878      1.635     0.6814      1.255         10        640:  48%|████▊     | 248/519 [01:57<02:11,  2.06it/s]
      31/80      0.94G     0.9878      1.635     0.6814      1.255         10        640:  48%|████▊     | 249/519 [01:57<01:48,  2.48it/s]
      31/80      0.94G     0.9876      1.635     0.6811      1.254         12        640:  48%|████▊     | 249/519 [01:57<01:48,  2.48it/s]
      31/80      0.94G     0.9876      1.635     0.6811      1.254         12        640:  48%|████▊     | 250/519 [01:57<01:27,  3.07it/s]
      31/80      0.94G     0.9874      1.635     0.6815      1.255          8        640:  48%|████▊     | 250/519 [01:59<01:27,  3.07it/s]
      31/80      0.94G     0.9874      1.635     0.6815      1.255          8        640:  48%|████▊     | 251/519 [01:59<03:01,  1.47it/s]
      31/80      0.94G     0.9878      1.636     0.6825      1.255         11        640:  48%|████▊     | 251/519 [01:59<03:01,  1.47it/s]
      31/80      0.94G     0.9878      1.636     0.6825      1.255         11        640:  49%|████▊     | 252/519 [01:59<02:24,  1.85it/s]
      31/80      0.94G     0.9879      1.636     0.6823      1.255         15        640:  49%|████▊     | 252/519 [01:59<02:24,  1.85it/s]
      31/80      0.94G     0.9879      1.636     0.6823      1.255         15        640:  49%|████▊     | 253/519 [01:59<01:57,  2.27it/s]
      31/80      0.94G     0.9887      1.636     0.6833      1.255         14        640:  49%|████▊     | 253/519 [01:59<01:57,  2.27it/s]
      31/80      0.94G     0.9887      1.636     0.6833      1.255         14        640:  49%|████▉     | 254/519 [01:59<01:42,  2.60it/s]
      31/80      0.94G       0.99      1.634     0.6832      1.256          9        640:  49%|████▉     | 254/519 [02:00<01:42,  2.60it/s]
      31/80      0.94G       0.99      1.634     0.6832      1.256          9        640:  49%|████▉     | 255/519 [02:00<02:13,  1.98it/s]
      31/80      0.94G       0.99      1.634     0.6838      1.256          8        640:  49%|████▉     | 255/519 [02:00<02:13,  1.98it/s]
      31/80      0.94G       0.99      1.634     0.6838      1.256          8        640:  49%|████▉     | 256/519 [02:00<01:47,  2.45it/s]
      31/80      0.94G       0.99      1.632     0.6831      1.256          9        640:  49%|████▉     | 256/519 [02:01<01:47,  2.45it/s]
      31/80      0.94G       0.99      1.632     0.6831      1.256          9        640:  50%|████▉     | 257/519 [02:01<01:34,  2.77it/s]
      31/80      0.94G     0.9885      1.631     0.6818      1.256          5        640:  50%|████▉     | 257/519 [02:01<01:34,  2.77it/s]
      31/80      0.94G     0.9885      1.631     0.6818      1.256          5        640:  50%|████▉     | 258/519 [02:01<01:24,  3.09it/s]
      31/80      0.94G     0.9892      1.633     0.6837      1.256         10        640:  50%|████▉     | 258/519 [02:02<01:24,  3.09it/s]
      31/80      0.94G     0.9892      1.633     0.6837      1.256         10        640:  50%|████▉     | 259/519 [02:02<02:08,  2.02it/s]
      31/80      0.94G      0.989      1.631     0.6828      1.256          9        640:  50%|████▉     | 259/519 [02:02<02:08,  2.02it/s]
      31/80      0.94G      0.989      1.631     0.6828      1.256          9        640:  50%|█████     | 260/519 [02:02<01:48,  2.39it/s]
      31/80      0.94G     0.9883      1.631     0.6823      1.256          7        640:  50%|█████     | 260/519 [02:02<01:48,  2.39it/s]
      31/80      0.94G     0.9883      1.631     0.6823      1.256          7        640:  50%|█████     | 261/519 [02:02<01:33,  2.75it/s]
      31/80      0.94G     0.9873       1.63     0.6813      1.255         10        640:  50%|█████     | 261/519 [02:03<01:33,  2.75it/s]
      31/80      0.94G     0.9873       1.63     0.6813      1.255         10        640:  50%|█████     | 262/519 [02:03<01:27,  2.93it/s]
      31/80      0.94G     0.9875      1.629     0.6819      1.254         13        640:  50%|█████     | 262/519 [02:03<01:27,  2.93it/s]
      31/80      0.94G     0.9875      1.629     0.6819      1.254         13        640:  51%|█████     | 263/519 [02:03<01:56,  2.21it/s]
      31/80      0.94G     0.9861      1.626     0.6809      1.253         11        640:  51%|█████     | 263/519 [02:04<01:56,  2.21it/s]
      31/80      0.94G     0.9861      1.626     0.6809      1.253         11        640:  51%|█████     | 264/519 [02:04<01:42,  2.49it/s]
      31/80      0.94G      0.986      1.624     0.6813      1.253          9        640:  51%|█████     | 264/519 [02:04<01:42,  2.49it/s]
      31/80      0.94G      0.986      1.624     0.6813      1.253          9        640:  51%|█████     | 265/519 [02:04<01:30,  2.80it/s]
      31/80      0.94G     0.9857      1.625     0.6817      1.253         14        640:  51%|█████     | 265/519 [02:04<01:30,  2.80it/s]
      31/80      0.94G     0.9857      1.625     0.6817      1.253         14        640:  51%|█████▏    | 266/519 [02:04<01:19,  3.19it/s]
      31/80      0.94G     0.9854      1.626     0.6813      1.252         11        640:  51%|█████▏    | 266/519 [02:05<01:19,  3.19it/s]
      31/80      0.94G     0.9854      1.626     0.6813      1.252         11        640:  51%|█████▏    | 267/519 [02:05<01:49,  2.30it/s]
      31/80      0.94G     0.9852      1.625      0.681      1.252         12        640:  51%|█████▏    | 267/519 [02:05<01:49,  2.30it/s]
      31/80      0.94G     0.9852      1.625      0.681      1.252         12        640:  52%|█████▏    | 268/519 [02:05<01:34,  2.65it/s]
      31/80      0.94G     0.9855      1.627     0.6815      1.253          9        640:  52%|█████▏    | 268/519 [02:05<01:34,  2.65it/s]
      31/80      0.94G     0.9855      1.627     0.6815      1.253          9        640:  52%|█████▏    | 269/519 [02:05<01:24,  2.94it/s]
      31/80      0.94G     0.9853      1.625     0.6815      1.252          7        640:  52%|█████▏    | 269/519 [02:06<01:24,  2.94it/s]
      31/80      0.94G     0.9853      1.625     0.6815      1.252          7        640:  52%|█████▏    | 270/519 [02:06<01:50,  2.25it/s]
      31/80      0.94G      0.986      1.628     0.6826      1.252         13        640:  52%|█████▏    | 270/519 [02:06<01:50,  2.25it/s]
      31/80      0.94G      0.986      1.628     0.6826      1.252         13        640:  52%|█████▏    | 271/519 [02:06<01:39,  2.50it/s]
      31/80      0.94G      0.985      1.626     0.6819      1.251         12        640:  52%|█████▏    | 271/519 [02:06<01:39,  2.50it/s]
      31/80      0.94G      0.985      1.626     0.6819      1.251         12        640:  52%|█████▏    | 272/519 [02:06<01:23,  2.95it/s]
      31/80      0.94G     0.9843      1.625     0.6816      1.251          9        640:  52%|█████▏    | 272/519 [02:07<01:23,  2.95it/s]
      31/80      0.94G     0.9843      1.625     0.6816      1.251          9        640:  53%|█████▎    | 273/519 [02:07<01:19,  3.09it/s]
      31/80      0.94G      0.985      1.625     0.6817      1.252          9        640:  53%|█████▎    | 273/519 [02:08<01:19,  3.09it/s]
      31/80      0.94G      0.985      1.625     0.6817      1.252          9        640:  53%|█████▎    | 274/519 [02:08<02:38,  1.54it/s]
      31/80      0.94G      0.984      1.624     0.6809      1.251         11        640:  53%|█████▎    | 274/519 [02:08<02:38,  1.54it/s]
      31/80      0.94G      0.984      1.624     0.6809      1.251         11        640:  53%|█████▎    | 275/519 [02:08<02:11,  1.86it/s]
      31/80      0.94G     0.9848      1.623     0.6808      1.251         10        640:  53%|█████▎    | 275/519 [02:09<02:11,  1.86it/s]
      31/80      0.94G     0.9848      1.623     0.6808      1.251         10        640:  53%|█████▎    | 276/519 [02:09<01:48,  2.24it/s]
      31/80      0.94G     0.9848      1.623     0.6808      1.251          7        640:  53%|█████▎    | 276/519 [02:09<01:48,  2.24it/s]
      31/80      0.94G     0.9848      1.623     0.6808      1.251          7        640:  53%|█████▎    | 277/519 [02:09<01:33,  2.59it/s]
      31/80      0.94G     0.9858      1.623     0.6809      1.251          6        640:  53%|█████▎    | 277/519 [02:10<01:33,  2.59it/s]
      31/80      0.94G     0.9858      1.623     0.6809      1.251          6        640:  54%|█████▎    | 278/519 [02:10<02:08,  1.88it/s]
      31/80      0.94G     0.9862      1.624     0.6807      1.251         11        640:  54%|█████▎    | 278/519 [02:10<02:08,  1.88it/s]
      31/80      0.94G     0.9862      1.624     0.6807      1.251         11        640:  54%|█████▍    | 279/519 [02:10<01:47,  2.23it/s]
      31/80      0.94G     0.9862      1.624     0.6806      1.251         12        640:  54%|█████▍    | 279/519 [02:10<01:47,  2.23it/s]
      31/80      0.94G     0.9862      1.624     0.6806      1.251         12        640:  54%|█████▍    | 280/519 [02:10<01:33,  2.55it/s]
      31/80      0.94G     0.9866      1.624     0.6811      1.251          6        640:  54%|█████▍    | 280/519 [02:10<01:33,  2.55it/s]
      31/80      0.94G     0.9866      1.624     0.6811      1.251          6        640:  54%|█████▍    | 281/519 [02:10<01:18,  3.05it/s]
      31/80      0.94G     0.9877      1.623     0.6814      1.252         12        640:  54%|█████▍    | 281/519 [02:11<01:18,  3.05it/s]
      31/80      0.94G     0.9877      1.623     0.6814      1.252         12        640:  54%|█████▍    | 282/519 [02:11<02:06,  1.88it/s]
      31/80      0.94G     0.9903      1.626     0.6819      1.255          8        640:  54%|█████▍    | 282/519 [02:12<02:06,  1.88it/s]
      31/80      0.94G     0.9903      1.626     0.6819      1.255          8        640:  55%|█████▍    | 283/519 [02:12<01:46,  2.22it/s]
      31/80      0.94G     0.9906      1.627     0.6817      1.255          8        640:  55%|█████▍    | 283/519 [02:12<01:46,  2.22it/s]
      31/80      0.94G     0.9906      1.627     0.6817      1.255          8        640:  55%|█████▍    | 284/519 [02:12<01:34,  2.49it/s]
      31/80      0.94G     0.9901      1.625      0.681      1.255          9        640:  55%|█████▍    | 284/519 [02:12<01:34,  2.49it/s]
      31/80      0.94G     0.9901      1.625      0.681      1.255          9        640:  55%|█████▍    | 285/519 [02:12<01:22,  2.84it/s]
      31/80      0.94G     0.9896      1.625     0.6804      1.255         12        640:  55%|█████▍    | 285/519 [02:13<01:22,  2.84it/s]
      31/80      0.94G     0.9896      1.625     0.6804      1.255         12        640:  55%|█████▌    | 286/519 [02:13<01:44,  2.24it/s]
      31/80      0.94G       0.99      1.628     0.6807      1.254         10        640:  55%|█████▌    | 286/519 [02:13<01:44,  2.24it/s]
      31/80      0.94G       0.99      1.628     0.6807      1.254         10        640:  55%|█████▌    | 287/519 [02:13<01:28,  2.61it/s]
      31/80      0.94G     0.9899      1.628     0.6802      1.254          9        640:  55%|█████▌    | 287/519 [02:13<01:28,  2.61it/s]
      31/80      0.94G     0.9899      1.628     0.6802      1.254          9        640:  55%|█████▌    | 288/519 [02:13<01:20,  2.87it/s]
      31/80      0.94G     0.9902      1.628     0.6796      1.254         13        640:  55%|█████▌    | 288/519 [02:14<01:20,  2.87it/s]
      31/80      0.94G     0.9902      1.628     0.6796      1.254         13        640:  56%|█████▌    | 289/519 [02:14<01:30,  2.53it/s]
      31/80      0.94G     0.9918      1.628     0.6801      1.256          6        640:  56%|█████▌    | 289/519 [02:14<01:30,  2.53it/s]
      31/80      0.94G     0.9918      1.628     0.6801      1.256          6        640:  56%|█████▌    | 290/519 [02:14<01:17,  2.94it/s]
      31/80      0.94G      0.992      1.628     0.6816      1.257         11        640:  56%|█████▌    | 290/519 [02:14<01:17,  2.94it/s]
      31/80      0.94G      0.992      1.628     0.6816      1.257         11        640:  56%|█████▌    | 291/519 [02:14<01:09,  3.30it/s]
      31/80      0.94G     0.9923      1.628     0.6811      1.257         10        640:  56%|█████▌    | 291/519 [02:15<01:09,  3.30it/s]
      31/80      0.94G     0.9923      1.628     0.6811      1.257         10        640:  56%|█████▋    | 292/519 [02:15<01:12,  3.13it/s]
      31/80      0.94G     0.9922      1.629     0.6812      1.257         13        640:  56%|█████▋    | 292/519 [02:16<01:12,  3.13it/s]
      31/80      0.94G     0.9922      1.629     0.6812      1.257         13        640:  56%|█████▋    | 293/519 [02:16<02:10,  1.74it/s]
      31/80      0.94G     0.9924      1.631     0.6809      1.257         10        640:  56%|█████▋    | 293/519 [02:16<02:10,  1.74it/s]
      31/80      0.94G     0.9924      1.631     0.6809      1.257         10        640:  57%|█████▋    | 294/519 [02:16<01:47,  2.10it/s]
      31/80      0.94G     0.9917       1.63      0.681      1.257          9        640:  57%|█████▋    | 294/519 [02:16<01:47,  2.10it/s]
      31/80      0.94G     0.9917       1.63      0.681      1.257          9        640:  57%|█████▋    | 295/519 [02:16<01:32,  2.42it/s]
      31/80      0.94G     0.9912      1.629     0.6808      1.257          7        640:  57%|█████▋    | 295/519 [02:17<01:32,  2.42it/s]
      31/80      0.94G     0.9912      1.629     0.6808      1.257          7        640:  57%|█████▋    | 296/519 [02:17<01:19,  2.79it/s]
      31/80      0.94G     0.9903      1.627     0.6801      1.257         10        640:  57%|█████▋    | 296/519 [02:18<01:19,  2.79it/s]
      31/80      0.94G     0.9903      1.627     0.6801      1.257         10        640:  57%|█████▋    | 297/519 [02:18<02:31,  1.47it/s]
      31/80      0.94G     0.9904      1.627     0.6801      1.257         13        640:  57%|█████▋    | 297/519 [02:18<02:31,  1.47it/s]
      31/80      0.94G     0.9904      1.627     0.6801      1.257         13        640:  57%|█████▋    | 298/519 [02:18<02:03,  1.80it/s]
      31/80      0.94G     0.9905      1.628       0.68      1.257         10        640:  57%|█████▋    | 298/519 [02:19<02:03,  1.80it/s]
      31/80      0.94G     0.9905      1.628       0.68      1.257         10        640:  58%|█████▊    | 299/519 [02:19<01:46,  2.07it/s]
      31/80      0.94G     0.9913      1.627     0.6799      1.257          9        640:  58%|█████▊    | 299/519 [02:19<01:46,  2.07it/s]
      31/80      0.94G     0.9913      1.627     0.6799      1.257          9        640:  58%|█████▊    | 300/519 [02:19<01:29,  2.45it/s]
      31/80      0.94G     0.9927      1.628     0.6801      1.259         10        640:  58%|█████▊    | 300/519 [02:20<01:29,  2.45it/s]
      31/80      0.94G     0.9927      1.628     0.6801      1.259         10        640:  58%|█████▊    | 301/519 [02:20<02:30,  1.45it/s]
      31/80      0.94G     0.9939       1.63     0.6808       1.26          8        640:  58%|█████▊    | 301/519 [02:20<02:30,  1.45it/s]
      31/80      0.94G     0.9939       1.63     0.6808       1.26          8        640:  58%|█████▊    | 302/519 [02:20<02:00,  1.81it/s]
      31/80      0.94G     0.9939      1.629     0.6809       1.26         11        640:  58%|█████▊    | 302/519 [02:21<02:00,  1.81it/s]
      31/80      0.94G     0.9939      1.629     0.6809       1.26         11        640:  58%|█████▊    | 303/519 [02:21<01:40,  2.14it/s]
      31/80      0.94G     0.9945      1.629     0.6807       1.26         13        640:  58%|█████▊    | 303/519 [02:21<01:40,  2.14it/s]
      31/80      0.94G     0.9945      1.629     0.6807       1.26         13        640:  59%|█████▊    | 304/519 [02:21<01:26,  2.49it/s]
      31/80      0.94G     0.9943      1.628     0.6809      1.259         12        640:  59%|█████▊    | 304/519 [02:22<01:26,  2.49it/s]
      31/80      0.94G     0.9943      1.628     0.6809      1.259         12        640:  59%|█████▉    | 305/519 [02:22<02:01,  1.76it/s]
      31/80      0.94G     0.9938      1.628     0.6805      1.259         12        640:  59%|█████▉    | 305/519 [02:22<02:01,  1.76it/s]
      31/80      0.94G     0.9938      1.628     0.6805      1.259         12        640:  59%|█████▉    | 306/519 [02:22<01:44,  2.04it/s]
      31/80      0.94G     0.9946      1.627     0.6808      1.259          8        640:  59%|█████▉    | 306/519 [02:23<01:44,  2.04it/s]
      31/80      0.94G     0.9946      1.627     0.6808      1.259          8        640:  59%|█████▉    | 307/519 [02:23<01:34,  2.25it/s]
      31/80      0.94G     0.9941      1.627     0.6807      1.259          9        640:  59%|█████▉    | 307/519 [02:23<01:34,  2.25it/s]
      31/80      0.94G     0.9941      1.627     0.6807      1.259          9        640:  59%|█████▉    | 308/519 [02:23<01:19,  2.66it/s]
      31/80      0.94G     0.9947      1.627     0.6806       1.26         13        640:  59%|█████▉    | 308/519 [02:24<01:19,  2.66it/s]
      31/80      0.94G     0.9947      1.627     0.6806       1.26         13        640:  60%|█████▉    | 309/519 [02:24<02:12,  1.59it/s]
      31/80      0.94G     0.9945      1.627     0.6801      1.259         15        640:  60%|█████▉    | 309/519 [02:24<02:12,  1.59it/s]
      31/80      0.94G     0.9945      1.627     0.6801      1.259         15        640:  60%|█████▉    | 310/519 [02:24<01:46,  1.96it/s]
      31/80      0.94G      0.996      1.629     0.6813       1.26          6        640:  60%|█████▉    | 310/519 [02:24<01:46,  1.96it/s]
      31/80      0.94G      0.996      1.629     0.6813       1.26          6        640:  60%|█████▉    | 311/519 [02:24<01:27,  2.38it/s]
      31/80      0.94G     0.9955      1.628     0.6807       1.26          6        640:  60%|█████▉    | 311/519 [02:25<01:27,  2.38it/s]
      31/80      0.94G     0.9955      1.628     0.6807       1.26          6        640:  60%|██████    | 312/519 [02:25<01:17,  2.66it/s]
      31/80      0.94G     0.9953      1.628       0.68       1.26         11        640:  60%|██████    | 312/519 [02:26<01:17,  2.66it/s]
      31/80      0.94G     0.9953      1.628       0.68       1.26         11        640:  60%|██████    | 313/519 [02:26<01:45,  1.95it/s]
      31/80      0.94G     0.9943      1.627     0.6794      1.259          8        640:  60%|██████    | 313/519 [02:26<01:45,  1.95it/s]
      31/80      0.94G     0.9943      1.627     0.6794      1.259          8        640:  61%|██████    | 314/519 [02:26<01:28,  2.32it/s]
      31/80      0.94G     0.9944      1.629     0.6795      1.259         13        640:  61%|██████    | 314/519 [02:26<01:28,  2.32it/s]
      31/80      0.94G     0.9944      1.629     0.6795      1.259         13        640:  61%|██████    | 315/519 [02:26<01:18,  2.59it/s]
      31/80      0.94G     0.9945      1.629     0.6793      1.259         12        640:  61%|██████    | 315/519 [02:26<01:18,  2.59it/s]
      31/80      0.94G     0.9945      1.629     0.6793      1.259         12        640:  61%|██████    | 316/519 [02:26<01:10,  2.86it/s]
      31/80      0.94G     0.9953      1.631     0.6802      1.261          9        640:  61%|██████    | 316/519 [02:27<01:10,  2.86it/s]
      31/80      0.94G     0.9953      1.631     0.6802      1.261          9        640:  61%|██████    | 317/519 [02:27<01:42,  1.96it/s]
      31/80      0.94G     0.9949       1.63     0.6799       1.26          6        640:  61%|██████    | 317/519 [02:27<01:42,  1.96it/s]
      31/80      0.94G     0.9949       1.63     0.6799       1.26          6        640:  61%|██████▏   | 318/519 [02:27<01:26,  2.31it/s]
      31/80      0.94G      0.995      1.633     0.6798       1.26         12        640:  61%|██████▏   | 318/519 [02:28<01:26,  2.31it/s]
      31/80      0.94G      0.995      1.633     0.6798       1.26         12        640:  61%|██████▏   | 319/519 [02:28<01:12,  2.75it/s]
      31/80      0.94G     0.9951      1.634     0.6797       1.26         10        640:  61%|██████▏   | 319/519 [02:28<01:12,  2.75it/s]
      31/80      0.94G     0.9951      1.634     0.6797       1.26         10        640:  62%|██████▏   | 320/519 [02:28<01:02,  3.16it/s]
      31/80      0.94G     0.9951      1.635     0.6792       1.26          9        640:  62%|██████▏   | 320/519 [02:29<01:02,  3.16it/s]
      31/80      0.94G     0.9951      1.635     0.6792       1.26          9        640:  62%|██████▏   | 321/519 [02:29<01:44,  1.89it/s]
      31/80      0.94G     0.9952      1.636     0.6798       1.26          9        640:  62%|██████▏   | 321/519 [02:29<01:44,  1.89it/s]
      31/80      0.94G     0.9952      1.636     0.6798       1.26          9        640:  62%|██████▏   | 322/519 [02:29<01:24,  2.32it/s]
      31/80      0.94G     0.9942      1.634      0.679       1.26          7        640:  62%|██████▏   | 322/519 [02:29<01:24,  2.32it/s]
      31/80      0.94G     0.9942      1.634      0.679       1.26          7        640:  62%|██████▏   | 323/519 [02:29<01:15,  2.60it/s]
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      31/80      0.94G     0.9948      1.635     0.6795       1.26         10        640:  62%|██████▏   | 324/519 [02:30<01:05,  2.96it/s]
      31/80      0.94G     0.9939      1.634     0.6788       1.26         11        640:  62%|██████▏   | 324/519 [02:30<01:05,  2.96it/s]
      31/80      0.94G     0.9939      1.634     0.6788       1.26         11        640:  63%|██████▎   | 325/519 [02:30<01:22,  2.35it/s]
      31/80      0.94G      0.994      1.635     0.6786       1.26         11        640:  63%|██████▎   | 325/519 [02:30<01:22,  2.35it/s]
      31/80      0.94G      0.994      1.635     0.6786       1.26         11        640:  63%|██████▎   | 326/519 [02:30<01:11,  2.71it/s]
      31/80      0.94G     0.9944      1.635     0.6785       1.26         10        640:  63%|██████▎   | 326/519 [02:31<01:11,  2.71it/s]
      31/80      0.94G     0.9944      1.635     0.6785       1.26         10        640:  63%|██████▎   | 327/519 [02:31<01:43,  1.85it/s]
      31/80      0.94G     0.9939      1.635     0.6779      1.259         13        640:  63%|██████▎   | 327/519 [02:32<01:43,  1.85it/s]
      31/80      0.94G     0.9939      1.635     0.6779      1.259         13        640:  63%|██████▎   | 328/519 [02:32<01:23,  2.30it/s]
      31/80      0.94G     0.9947      1.636     0.6782      1.259         10        640:  63%|██████▎   | 328/519 [02:32<01:23,  2.30it/s]
      31/80      0.94G     0.9947      1.636     0.6782      1.259         10        640:  63%|██████▎   | 329/519 [02:32<01:34,  2.00it/s]
      31/80      0.94G     0.9947      1.636     0.6784      1.259          8        640:  63%|██████▎   | 329/519 [02:32<01:34,  2.00it/s]
      31/80      0.94G     0.9947      1.636     0.6784      1.259          8        640:  64%|██████▎   | 330/519 [02:32<01:18,  2.42it/s]
      31/80      0.94G     0.9946      1.636     0.6787      1.259          7        640:  64%|██████▎   | 330/519 [02:33<01:18,  2.42it/s]
      31/80      0.94G     0.9946      1.636     0.6787      1.259          7        640:  64%|██████▍   | 331/519 [02:33<01:34,  1.99it/s]
      31/80      0.94G     0.9952      1.634     0.6782      1.259         11        640:  64%|██████▍   | 331/519 [02:33<01:34,  1.99it/s]
      31/80      0.94G     0.9952      1.634     0.6782      1.259         11        640:  64%|██████▍   | 332/519 [02:33<01:19,  2.35it/s]
      31/80      0.94G     0.9952      1.635     0.6779       1.26         12        640:  64%|██████▍   | 332/519 [02:34<01:19,  2.35it/s]
      31/80      0.94G     0.9952      1.635     0.6779       1.26         12        640:  64%|██████▍   | 333/519 [02:34<01:36,  1.92it/s]
      31/80      0.94G     0.9957      1.636     0.6782       1.26          9        640:  64%|██████▍   | 333/519 [02:34<01:36,  1.92it/s]
      31/80      0.94G     0.9957      1.636     0.6782       1.26          9        640:  64%|██████▍   | 334/519 [02:34<01:20,  2.31it/s]
      31/80      0.94G     0.9952      1.637      0.678      1.259         11        640:  64%|██████▍   | 334/519 [02:35<01:20,  2.31it/s]
      31/80      0.94G     0.9952      1.637      0.678      1.259         11        640:  65%|██████▍   | 335/519 [02:35<01:10,  2.62it/s]
      31/80      0.94G     0.9957      1.638     0.6782      1.259         12        640:  65%|██████▍   | 335/519 [02:35<01:10,  2.62it/s]
      31/80      0.94G     0.9957      1.638     0.6782      1.259         12        640:  65%|██████▍   | 336/519 [02:35<01:00,  3.03it/s]
      31/80      0.94G     0.9958      1.639     0.6784      1.259         11        640:  65%|██████▍   | 336/519 [02:36<01:00,  3.03it/s]
      31/80      0.94G     0.9958      1.639     0.6784      1.259         11        640:  65%|██████▍   | 337/519 [02:36<01:40,  1.82it/s]
      31/80      0.94G     0.9981      1.643     0.6805      1.262          8        640:  65%|██████▍   | 337/519 [02:36<01:40,  1.82it/s]
      31/80      0.94G     0.9981      1.643     0.6805      1.262          8        640:  65%|██████▌   | 338/519 [02:36<01:23,  2.16it/s]
      31/80      0.94G     0.9977      1.643     0.6813      1.261         11        640:  65%|██████▌   | 338/519 [02:36<01:23,  2.16it/s]
      31/80      0.94G     0.9977      1.643     0.6813      1.261         11        640:  65%|██████▌   | 339/519 [02:36<01:10,  2.57it/s]
      31/80      0.94G     0.9978      1.642     0.6808      1.261          8        640:  65%|██████▌   | 339/519 [02:37<01:10,  2.57it/s]
      31/80      0.94G     0.9978      1.642     0.6808      1.261          8        640:  66%|██████▌   | 340/519 [02:37<00:59,  3.02it/s]
      31/80      0.94G     0.9977      1.642     0.6809      1.261          9        640:  66%|██████▌   | 340/519 [02:38<00:59,  3.02it/s]
      31/80      0.94G     0.9977      1.642     0.6809      1.261          9        640:  66%|██████▌   | 341/519 [02:38<01:47,  1.66it/s]
      31/80      0.94G     0.9976      1.642     0.6805       1.26         12        640:  66%|██████▌   | 341/519 [02:38<01:47,  1.66it/s]
      31/80      0.94G     0.9976      1.642     0.6805       1.26         12        640:  66%|██████▌   | 342/519 [02:38<01:26,  2.05it/s]
      31/80      0.94G     0.9973      1.641     0.6806       1.26          7        640:  66%|██████▌   | 342/519 [02:38<01:26,  2.05it/s]
      31/80      0.94G     0.9973      1.641     0.6806       1.26          7        640:  66%|██████▌   | 343/519 [02:38<01:11,  2.45it/s]
      31/80      0.94G     0.9965      1.641     0.6803      1.259         12        640:  66%|██████▌   | 343/519 [02:38<01:11,  2.45it/s]
      31/80      0.94G     0.9965      1.641     0.6803      1.259         12        640:  66%|██████▋   | 344/519 [02:38<01:02,  2.80it/s]
      31/80      0.94G      0.995      1.639     0.6802      1.259          6        640:  66%|██████▋   | 344/519 [02:39<01:02,  2.80it/s]
      31/80      0.94G      0.995      1.639     0.6802      1.259          6        640:  66%|██████▋   | 345/519 [02:39<01:29,  1.95it/s]
      31/80      0.94G     0.9957      1.641       0.68      1.258         11        640:  66%|██████▋   | 345/519 [02:40<01:29,  1.95it/s]
      31/80      0.94G     0.9957      1.641       0.68      1.258         11        640:  67%|██████▋   | 346/519 [02:40<01:11,  2.40it/s]
      31/80      0.94G     0.9955      1.641     0.6799      1.258          7        640:  67%|██████▋   | 346/519 [02:40<01:11,  2.40it/s]
      31/80      0.94G     0.9955      1.641     0.6799      1.258          7        640:  67%|██████▋   | 347/519 [02:40<01:07,  2.53it/s]
      31/80      0.94G     0.9953      1.641     0.6799      1.258         11        640:  67%|██████▋   | 347/519 [02:40<01:07,  2.53it/s]
      31/80      0.94G     0.9953      1.641     0.6799      1.258         11        640:  67%|██████▋   | 348/519 [02:40<01:00,  2.84it/s]
      31/80      0.94G     0.9951      1.641     0.6796      1.258         11        640:  67%|██████▋   | 348/519 [02:41<01:00,  2.84it/s]
      31/80      0.94G     0.9951      1.641     0.6796      1.258         11        640:  67%|██████▋   | 349/519 [02:41<01:40,  1.68it/s]
      31/80      0.94G     0.9947      1.639     0.6796      1.258          8        640:  67%|██████▋   | 349/519 [02:42<01:40,  1.68it/s]
      31/80      0.94G     0.9947      1.639     0.6796      1.258          8        640:  67%|██████▋   | 350/519 [02:42<01:21,  2.08it/s]
      31/80      0.94G     0.9947      1.639     0.6793      1.257         12        640:  67%|██████▋   | 350/519 [02:42<01:21,  2.08it/s]
      31/80      0.94G     0.9947      1.639     0.6793      1.257         12        640:  68%|██████▊   | 351/519 [02:42<01:09,  2.41it/s]
      31/80      0.94G     0.9942      1.639     0.6795      1.257         12        640:  68%|██████▊   | 351/519 [02:42<01:09,  2.41it/s]
      31/80      0.94G     0.9942      1.639     0.6795      1.257         12        640:  68%|██████▊   | 352/519 [02:42<01:00,  2.76it/s]
      31/80      0.94G     0.9934       1.64     0.6789      1.257          7        640:  68%|██████▊   | 352/519 [02:43<01:00,  2.76it/s]
      31/80      0.94G     0.9934       1.64     0.6789      1.257          7        640:  68%|██████▊   | 353/519 [02:43<01:35,  1.74it/s]
      31/80      0.94G     0.9934       1.64      0.679      1.257         13        640:  68%|██████▊   | 353/519 [02:43<01:35,  1.74it/s]
      31/80      0.94G     0.9934       1.64      0.679      1.257         13        640:  68%|██████▊   | 354/519 [02:43<01:16,  2.16it/s]
      31/80      0.94G     0.9937      1.641     0.6793      1.257         13        640:  68%|██████▊   | 354/519 [02:44<01:16,  2.16it/s]
      31/80      0.94G     0.9937      1.641     0.6793      1.257         13        640:  68%|██████▊   | 355/519 [02:44<01:04,  2.55it/s]
      31/80      0.94G     0.9929      1.641     0.6789      1.257         10        640:  68%|██████▊   | 355/519 [02:44<01:04,  2.55it/s]
      31/80      0.94G     0.9929      1.641     0.6789      1.257         10        640:  69%|██████▊   | 356/519 [02:44<00:57,  2.83it/s]
      31/80      0.94G     0.9931      1.641      0.679      1.257          9        640:  69%|██████▊   | 356/519 [02:45<00:57,  2.83it/s]
      31/80      0.94G     0.9931      1.641      0.679      1.257          9        640:  69%|██████▉   | 357/519 [02:45<01:16,  2.12it/s]
      31/80      0.94G     0.9937      1.641     0.6795      1.257         12        640:  69%|██████▉   | 357/519 [02:45<01:16,  2.12it/s]
      31/80      0.94G     0.9937      1.641     0.6795      1.257         12        640:  69%|██████▉   | 358/519 [02:45<01:04,  2.51it/s]
      31/80      0.94G     0.9936      1.641     0.6792      1.257         12        640:  69%|██████▉   | 358/519 [02:45<01:04,  2.51it/s]
      31/80      0.94G     0.9936      1.641     0.6792      1.257         12        640:  69%|██████▉   | 359/519 [02:45<00:55,  2.88it/s]
      31/80      0.94G     0.9936      1.641     0.6792      1.257         15        640:  69%|██████▉   | 359/519 [02:45<00:55,  2.88it/s]
      31/80      0.94G     0.9936      1.641     0.6792      1.257         15        640:  69%|██████▉   | 360/519 [02:45<00:50,  3.13it/s]
      31/80      0.94G     0.9936      1.641     0.6796      1.256          7        640:  69%|██████▉   | 360/519 [02:46<00:50,  3.13it/s]
      31/80      0.94G     0.9936      1.641     0.6796      1.256          7        640:  70%|██████▉   | 361/519 [02:46<01:13,  2.15it/s]
      31/80      0.94G     0.9934       1.64     0.6792      1.256         14        640:  70%|██████▉   | 361/519 [02:46<01:13,  2.15it/s]
      31/80      0.94G     0.9934       1.64     0.6792      1.256         14        640:  70%|██████▉   | 362/519 [02:46<01:05,  2.40it/s]
      31/80      0.94G     0.9929      1.639     0.6786      1.255         12        640:  70%|██████▉   | 362/519 [02:47<01:05,  2.40it/s]
      31/80      0.94G     0.9929      1.639     0.6786      1.255         12        640:  70%|██████▉   | 363/519 [02:47<00:58,  2.65it/s]
      31/80      0.94G     0.9929      1.639     0.6784      1.255          8        640:  70%|██████▉   | 363/519 [02:47<00:58,  2.65it/s]
      31/80      0.94G     0.9929      1.639     0.6784      1.255          8        640:  70%|███████   | 364/519 [02:47<00:53,  2.89it/s]
      31/80      0.94G     0.9935      1.639     0.6786      1.256         12        640:  70%|███████   | 364/519 [02:48<00:53,  2.89it/s]
      31/80      0.94G     0.9935      1.639     0.6786      1.256         12        640:  70%|███████   | 365/519 [02:48<01:12,  2.12it/s]
      31/80      0.94G     0.9927      1.638     0.6781      1.256         11        640:  70%|███████   | 365/519 [02:48<01:12,  2.12it/s]
      31/80      0.94G     0.9927      1.638     0.6781      1.256         11        640:  71%|███████   | 366/519 [02:48<01:01,  2.51it/s]
      31/80      0.94G     0.9935      1.639     0.6779      1.256         12        640:  71%|███████   | 366/519 [02:48<01:01,  2.51it/s]
      31/80      0.94G     0.9935      1.639     0.6779      1.256         12        640:  71%|███████   | 367/519 [02:48<00:54,  2.81it/s]
      31/80      0.94G     0.9953      1.639     0.6785      1.258          4        640:  71%|███████   | 367/519 [02:48<00:54,  2.81it/s]
      31/80      0.94G     0.9953      1.639     0.6785      1.258          4        640:  71%|███████   | 368/519 [02:48<00:48,  3.12it/s]
      31/80      0.94G     0.9957      1.638     0.6781      1.258          6        640:  71%|███████   | 368/519 [02:49<00:48,  3.12it/s]
      31/80      0.94G     0.9957      1.638     0.6781      1.258          6        640:  71%|███████   | 369/519 [02:49<01:09,  2.16it/s]
      31/80      0.94G     0.9947      1.637     0.6776      1.258          4        640:  71%|███████   | 369/519 [02:49<01:09,  2.16it/s]
      31/80      0.94G     0.9947      1.637     0.6776      1.258          4        640:  71%|███████▏  | 370/519 [02:49<00:59,  2.52it/s]
      31/80      0.94G     0.9963      1.639     0.6785       1.26          8        640:  71%|███████▏  | 370/519 [02:50<00:59,  2.52it/s]
      31/80      0.94G     0.9963      1.639     0.6785       1.26          8        640:  71%|███████▏  | 371/519 [02:50<00:52,  2.80it/s]
      31/80      0.94G     0.9964       1.64     0.6784       1.26          6        640:  71%|███████▏  | 371/519 [02:50<00:52,  2.80it/s]
      31/80      0.94G     0.9964       1.64     0.6784       1.26          6        640:  72%|███████▏  | 372/519 [02:50<01:02,  2.36it/s]
      31/80      0.94G     0.9963      1.641     0.6779       1.26         10        640:  72%|███████▏  | 372/519 [02:52<01:02,  2.36it/s]
      31/80      0.94G     0.9963      1.641     0.6779       1.26         10        640:  72%|███████▏  | 373/519 [02:52<01:42,  1.43it/s]
      31/80      0.94G     0.9955       1.64     0.6774      1.259         16        640:  72%|███████▏  | 373/519 [02:52<01:42,  1.43it/s]
      31/80      0.94G     0.9955       1.64     0.6774      1.259         16        640:  72%|███████▏  | 374/519 [02:52<01:20,  1.80it/s]
      31/80      0.94G     0.9951       1.64     0.6771      1.259         12        640:  72%|███████▏  | 374/519 [02:52<01:20,  1.80it/s]
      31/80      0.94G     0.9951       1.64     0.6771      1.259         12        640:  72%|███████▏  | 375/519 [02:52<01:04,  2.22it/s]
      31/80      0.94G     0.9948       1.64      0.677      1.258          9        640:  72%|███████▏  | 375/519 [02:52<01:04,  2.22it/s]
      31/80      0.94G     0.9948       1.64      0.677      1.258          9        640:  72%|███████▏  | 376/519 [02:52<00:55,  2.57it/s]
      31/80      0.94G     0.9941      1.638     0.6765      1.258         11        640:  72%|███████▏  | 376/519 [02:53<00:55,  2.57it/s]
      31/80      0.94G     0.9941      1.638     0.6765      1.258         11        640:  73%|███████▎  | 377/519 [02:53<01:21,  1.75it/s]
      31/80      0.94G     0.9939      1.637     0.6761      1.258         10        640:  73%|███████▎  | 377/519 [02:54<01:21,  1.75it/s]
      31/80      0.94G     0.9939      1.637     0.6761      1.258         10        640:  73%|███████▎  | 378/519 [02:54<01:05,  2.14it/s]
      31/80      0.94G     0.9934      1.636     0.6755      1.257         16        640:  73%|███████▎  | 378/519 [02:54<01:05,  2.14it/s]
      31/80      0.94G     0.9934      1.636     0.6755      1.257         16        640:  73%|███████▎  | 379/519 [02:54<01:00,  2.33it/s]
      31/80      0.94G     0.9935      1.635     0.6749      1.257         12        640:  73%|███████▎  | 379/519 [02:54<01:00,  2.33it/s]
      31/80      0.94G     0.9935      1.635     0.6749      1.257         12        640:  73%|███████▎  | 380/519 [02:54<00:56,  2.44it/s]
      31/80      0.94G     0.9936      1.635     0.6749      1.257         11        640:  73%|███████▎  | 380/519 [02:56<00:56,  2.44it/s]
      31/80      0.94G     0.9936      1.635     0.6749      1.257         11        640:  73%|███████▎  | 381/519 [02:56<01:56,  1.18it/s]
      31/80      0.94G     0.9931      1.635     0.6746      1.257          9        640:  73%|███████▎  | 381/519 [02:56<01:56,  1.18it/s]
      31/80      0.94G     0.9931      1.635     0.6746      1.257          9        640:  74%|███████▎  | 382/519 [02:56<01:33,  1.47it/s]
      31/80      0.94G     0.9926      1.633     0.6744      1.256         10        640:  74%|███████▎  | 382/519 [02:57<01:33,  1.47it/s]
      31/80      0.94G     0.9926      1.633     0.6744      1.256         10        640:  74%|███████▍  | 383/519 [02:57<01:12,  1.87it/s]
      31/80      0.94G     0.9918      1.632     0.6742      1.256         10        640:  74%|███████▍  | 383/519 [02:57<01:12,  1.87it/s]
      31/80      0.94G     0.9918      1.632     0.6742      1.256         10        640:  74%|███████▍  | 384/519 [02:57<01:01,  2.20it/s]
      31/80      0.94G     0.9916      1.632     0.6739      1.255          9        640:  74%|███████▍  | 384/519 [02:58<01:01,  2.20it/s]
      31/80      0.94G     0.9916      1.632     0.6739      1.255          9        640:  74%|███████▍  | 385/519 [02:58<01:19,  1.68it/s]
      31/80      0.94G     0.9921      1.632     0.6734      1.256          8        640:  74%|███████▍  | 385/519 [02:58<01:19,  1.68it/s]
      31/80      0.94G     0.9921      1.632     0.6734      1.256          8        640:  74%|███████▍  | 386/519 [02:58<01:05,  2.03it/s]
      31/80      0.94G     0.9913      1.632     0.6734      1.255          9        640:  74%|███████▍  | 386/519 [02:58<01:05,  2.03it/s]
      31/80      0.94G     0.9913      1.632     0.6734      1.255          9        640:  75%|███████▍  | 387/519 [02:58<00:54,  2.43it/s]
      31/80      0.94G     0.9911      1.631     0.6731      1.256          8        640:  75%|███████▍  | 387/519 [02:59<00:54,  2.43it/s]
      31/80      0.94G     0.9911      1.631     0.6731      1.256          8        640:  75%|███████▍  | 388/519 [02:59<00:48,  2.67it/s]
      31/80      0.94G     0.9904       1.63     0.6724      1.255          8        640:  75%|███████▍  | 388/519 [02:59<00:48,  2.67it/s]
      31/80      0.94G     0.9904       1.63     0.6724      1.255          8        640:  75%|███████▍  | 389/519 [02:59<00:56,  2.31it/s]
      31/80      0.94G     0.9903      1.629     0.6721      1.255         10        640:  75%|███████▍  | 389/519 [02:59<00:56,  2.31it/s]
      31/80      0.94G     0.9903      1.629     0.6721      1.255         10        640:  75%|███████▌  | 390/519 [02:59<00:48,  2.66it/s]
      31/80      0.94G     0.9904       1.63     0.6724      1.255          8        640:  75%|███████▌  | 390/519 [03:00<00:48,  2.66it/s]
      31/80      0.94G     0.9904       1.63     0.6724      1.255          8        640:  75%|███████▌  | 391/519 [03:00<00:41,  3.07it/s]
      31/80      0.94G     0.9897       1.63      0.672      1.254         13        640:  75%|███████▌  | 391/519 [03:00<00:41,  3.07it/s]
      31/80      0.94G     0.9897       1.63      0.672      1.254         13        640:  76%|███████▌  | 392/519 [03:00<00:37,  3.35it/s]
      31/80      0.94G     0.9893      1.629     0.6715      1.254         12        640:  76%|███████▌  | 392/519 [03:01<00:37,  3.35it/s]
      31/80      0.94G     0.9893      1.629     0.6715      1.254         12        640:  76%|███████▌  | 393/519 [03:01<01:06,  1.89it/s]
      31/80      0.94G     0.9894       1.63     0.6712      1.254         10        640:  76%|███████▌  | 393/519 [03:01<01:06,  1.89it/s]
      31/80      0.94G     0.9894       1.63     0.6712      1.254         10        640:  76%|███████▌  | 394/519 [03:01<00:53,  2.34it/s]
      31/80      0.94G     0.9893       1.63     0.6711      1.254          7        640:  76%|███████▌  | 394/519 [03:01<00:53,  2.34it/s]
      31/80      0.94G     0.9893       1.63     0.6711      1.254          7        640:  76%|███████▌  | 395/519 [03:01<00:48,  2.56it/s]
      31/80      0.94G      0.989       1.63     0.6709      1.254         13        640:  76%|███████▌  | 395/519 [03:02<00:48,  2.56it/s]
      31/80      0.94G      0.989       1.63     0.6709      1.254         13        640:  76%|███████▋  | 396/519 [03:02<00:42,  2.87it/s]
      31/80      0.94G     0.9891       1.63     0.6713      1.253          7        640:  76%|███████▋  | 396/519 [03:03<00:42,  2.87it/s]
      31/80      0.94G     0.9891       1.63     0.6713      1.253          7        640:  76%|███████▋  | 397/519 [03:03<01:08,  1.79it/s]
      31/80      0.94G     0.9896      1.631     0.6717      1.254          8        640:  76%|███████▋  | 397/519 [03:03<01:08,  1.79it/s]
      31/80      0.94G     0.9896      1.631     0.6717      1.254          8        640:  77%|███████▋  | 398/519 [03:03<00:54,  2.21it/s]
      31/80      0.94G     0.9892      1.632     0.6713      1.254          6        640:  77%|███████▋  | 398/519 [03:03<00:54,  2.21it/s]
      31/80      0.94G     0.9892      1.632     0.6713      1.254          6        640:  77%|███████▋  | 399/519 [03:03<00:47,  2.53it/s]
      31/80      0.94G     0.9894      1.633     0.6713      1.255         12        640:  77%|███████▋  | 399/519 [03:03<00:47,  2.53it/s]
      31/80      0.94G     0.9894      1.633     0.6713      1.255         12        640:  77%|███████▋  | 400/519 [03:03<00:40,  2.94it/s]
      31/80      0.94G      0.989      1.632     0.6708      1.255         15        640:  77%|███████▋  | 400/519 [03:04<00:40,  2.94it/s]
      31/80      0.94G      0.989      1.632     0.6708      1.255         15        640:  77%|███████▋  | 401/519 [03:04<00:59,  1.98it/s]
      31/80      0.94G     0.9885       1.63     0.6704      1.254          8        640:  77%|███████▋  | 401/519 [03:04<00:59,  1.98it/s]
      31/80      0.94G     0.9885       1.63     0.6704      1.254          8        640:  77%|███████▋  | 402/519 [03:04<00:49,  2.36it/s]
      31/80      0.94G     0.9885      1.631     0.6706      1.255         16        640:  77%|███████▋  | 402/519 [03:05<00:49,  2.36it/s]
      31/80      0.94G     0.9885      1.631     0.6706      1.255         16        640:  78%|███████▊  | 403/519 [03:05<00:43,  2.69it/s]
      31/80      0.94G     0.9884      1.631     0.6706      1.255          8        640:  78%|███████▊  | 403/519 [03:05<00:43,  2.69it/s]
      31/80      0.94G     0.9884      1.631     0.6706      1.255          8        640:  78%|███████▊  | 404/519 [03:05<00:39,  2.94it/s]
      31/80      0.94G     0.9886      1.632     0.6706      1.255         11        640:  78%|███████▊  | 404/519 [03:06<00:39,  2.94it/s]
      31/80      0.94G     0.9886      1.632     0.6706      1.255         11        640:  78%|███████▊  | 405/519 [03:06<00:54,  2.08it/s]
      31/80      0.94G     0.9881      1.632     0.6706      1.254          9        640:  78%|███████▊  | 405/519 [03:06<00:54,  2.08it/s]
      31/80      0.94G     0.9881      1.632     0.6706      1.254          9        640:  78%|███████▊  | 406/519 [03:06<00:44,  2.56it/s]
      31/80      0.94G     0.9876      1.631     0.6702      1.254          8        640:  78%|███████▊  | 406/519 [03:06<00:44,  2.56it/s]
      31/80      0.94G     0.9876      1.631     0.6702      1.254          8        640:  78%|███████▊  | 407/519 [03:06<00:46,  2.40it/s]
      31/80      0.94G     0.9868      1.631     0.6698      1.254          8        640:  78%|███████▊  | 407/519 [03:08<00:46,  2.40it/s]
      31/80      0.94G     0.9868      1.631     0.6698      1.254          8        640:  79%|███████▊  | 408/519 [03:08<01:19,  1.39it/s]
      31/80      0.94G     0.9865       1.63     0.6694      1.253         12        640:  79%|███████▊  | 408/519 [03:08<01:19,  1.39it/s]
      31/80      0.94G     0.9865       1.63     0.6694      1.253         12        640:  79%|███████▉  | 409/519 [03:08<01:00,  1.82it/s]
      31/80      0.94G     0.9863       1.63     0.6693      1.253         13        640:  79%|███████▉  | 409/519 [03:08<01:00,  1.82it/s]
      31/80      0.94G     0.9863       1.63     0.6693      1.253         13        640:  79%|███████▉  | 410/519 [03:08<00:49,  2.20it/s]
      31/80      0.94G     0.9868       1.63     0.6694      1.254         10        640:  79%|███████▉  | 410/519 [03:09<00:49,  2.20it/s]
      31/80      0.94G     0.9868       1.63     0.6694      1.254         10        640:  79%|███████▉  | 411/519 [03:09<00:43,  2.51it/s]
      31/80      0.94G     0.9862       1.63      0.669      1.253          8        640:  79%|███████▉  | 411/519 [03:10<00:43,  2.51it/s]
      31/80      0.94G     0.9862       1.63      0.669      1.253          8        640:  79%|███████▉  | 412/519 [03:10<01:09,  1.53it/s]
      31/80      0.94G     0.9862      1.629     0.6684      1.253          9        640:  79%|███████▉  | 412/519 [03:10<01:09,  1.53it/s]
      31/80      0.94G     0.9862      1.629     0.6684      1.253          9        640:  80%|███████▉  | 413/519 [03:10<00:57,  1.85it/s]
      31/80      0.94G     0.9859       1.63     0.6686      1.253          7        640:  80%|███████▉  | 413/519 [03:10<00:57,  1.85it/s]
      31/80      0.94G     0.9859       1.63     0.6686      1.253          7        640:  80%|███████▉  | 414/519 [03:10<00:45,  2.29it/s]
      31/80      0.94G     0.9858       1.63     0.6684      1.253         12        640:  80%|███████▉  | 414/519 [03:11<00:45,  2.29it/s]
      31/80      0.94G     0.9858       1.63     0.6684      1.253         12        640:  80%|███████▉  | 415/519 [03:11<00:41,  2.53it/s]
      31/80      0.94G     0.9856      1.629     0.6683      1.253         10        640:  80%|███████▉  | 415/519 [03:12<00:41,  2.53it/s]
      31/80      0.94G     0.9856      1.629     0.6683      1.253         10        640:  80%|████████  | 416/519 [03:12<00:59,  1.73it/s]
      31/80      0.94G     0.9857      1.629     0.6685      1.253         12        640:  80%|████████  | 416/519 [03:12<00:59,  1.73it/s]
      31/80      0.94G     0.9857      1.629     0.6685      1.253         12        640:  80%|████████  | 417/519 [03:12<00:49,  2.06it/s]
      31/80      0.94G     0.9853       1.63     0.6683      1.253         16        640:  80%|████████  | 417/519 [03:12<00:49,  2.06it/s]
      31/80      0.94G     0.9853       1.63     0.6683      1.253         16        640:  81%|████████  | 418/519 [03:12<00:42,  2.39it/s]
      31/80      0.94G     0.9851      1.631     0.6689      1.252          8        640:  81%|████████  | 418/519 [03:12<00:42,  2.39it/s]
      31/80      0.94G     0.9851      1.631     0.6689      1.252          8        640:  81%|████████  | 419/519 [03:12<00:35,  2.82it/s]
      31/80      0.94G     0.9852       1.63     0.6693      1.252         12        640:  81%|████████  | 419/519 [03:13<00:35,  2.82it/s]
      31/80      0.94G     0.9852       1.63     0.6693      1.252         12        640:  81%|████████  | 420/519 [03:13<00:43,  2.30it/s]
      31/80      0.94G     0.9852       1.63     0.6692      1.252         14        640:  81%|████████  | 420/519 [03:13<00:43,  2.30it/s]
      31/80      0.94G     0.9852       1.63     0.6692      1.252         14        640:  81%|████████  | 421/519 [03:13<00:41,  2.36it/s]
      31/80      0.94G     0.9847       1.63     0.6689      1.252         10        640:  81%|████████  | 421/519 [03:13<00:41,  2.36it/s]
      31/80      0.94G     0.9847       1.63     0.6689      1.252         10        640:  81%|████████▏ | 422/519 [03:13<00:34,  2.83it/s]
      31/80      0.94G     0.9862      1.631     0.6698      1.252          8        640:  81%|████████▏ | 422/519 [03:14<00:34,  2.83it/s]
      31/80      0.94G     0.9862      1.631     0.6698      1.252          8        640:  82%|████████▏ | 423/519 [03:14<00:30,  3.14it/s]
      31/80      0.94G     0.9854      1.631     0.6694      1.252         12        640:  82%|████████▏ | 423/519 [03:14<00:30,  3.14it/s]
      31/80      0.94G     0.9854      1.631     0.6694      1.252         12        640:  82%|████████▏ | 424/519 [03:14<00:34,  2.72it/s]
      31/80      0.94G     0.9855      1.632     0.6698      1.252          9        640:  82%|████████▏ | 424/519 [03:15<00:34,  2.72it/s]
      31/80      0.94G     0.9855      1.632     0.6698      1.252          9        640:  82%|████████▏ | 425/519 [03:15<00:49,  1.89it/s]
      31/80      0.94G     0.9855      1.632     0.6694      1.251         15        640:  82%|████████▏ | 425/519 [03:15<00:49,  1.89it/s]
      31/80      0.94G     0.9855      1.632     0.6694      1.251         15        640:  82%|████████▏ | 426/519 [03:15<00:40,  2.31it/s]
      31/80      0.94G     0.9857      1.631     0.6692      1.251         11        640:  82%|████████▏ | 426/519 [03:16<00:40,  2.31it/s]
      31/80      0.94G     0.9857      1.631     0.6692      1.251         11        640:  82%|████████▏ | 427/519 [03:16<00:37,  2.48it/s]
      31/80      0.94G      0.986      1.631     0.6696      1.251         14        640:  82%|████████▏ | 427/519 [03:16<00:37,  2.48it/s]
      31/80      0.94G      0.986      1.631     0.6696      1.251         14        640:  82%|████████▏ | 428/519 [03:16<00:35,  2.59it/s]
      31/80      0.94G      0.985       1.63     0.6691      1.251          8        640:  82%|████████▏ | 428/519 [03:18<00:35,  2.59it/s]
      31/80      0.94G      0.985       1.63     0.6691      1.251          8        640:  83%|████████▎ | 429/519 [03:18<01:06,  1.36it/s]
      31/80      0.94G     0.9846      1.629     0.6686      1.251         12        640:  83%|████████▎ | 429/519 [03:18<01:06,  1.36it/s]
      31/80      0.94G     0.9846      1.629     0.6686      1.251         12        640:  83%|████████▎ | 430/519 [03:18<00:52,  1.71it/s]
      31/80      0.94G     0.9842      1.628     0.6684       1.25          9        640:  83%|████████▎ | 430/519 [03:18<00:52,  1.71it/s]
      31/80      0.94G     0.9842      1.628     0.6684       1.25          9        640:  83%|████████▎ | 431/519 [03:18<00:42,  2.08it/s]
      31/80      0.94G     0.9839      1.627     0.6681       1.25         11        640:  83%|████████▎ | 431/519 [03:18<00:42,  2.08it/s]
      31/80      0.94G     0.9839      1.627     0.6681       1.25         11        640:  83%|████████▎ | 432/519 [03:18<00:35,  2.46it/s]
      31/80      0.94G     0.9837      1.627      0.668       1.25         10        640:  83%|████████▎ | 432/519 [03:19<00:35,  2.46it/s]
      31/80      0.94G     0.9837      1.627      0.668       1.25         10        640:  83%|████████▎ | 433/519 [03:19<00:52,  1.63it/s]
      31/80      0.94G     0.9842      1.627     0.6685       1.25          9        640:  83%|████████▎ | 433/519 [03:20<00:52,  1.63it/s]
      31/80      0.94G     0.9842      1.627     0.6685       1.25          9        640:  84%|████████▎ | 434/519 [03:20<00:43,  1.94it/s]
      31/80      0.94G     0.9841      1.628     0.6683       1.25          9        640:  84%|████████▎ | 434/519 [03:20<00:43,  1.94it/s]
      31/80      0.94G     0.9841      1.628     0.6683       1.25          9        640:  84%|████████▍ | 435/519 [03:20<00:35,  2.34it/s]
      31/80      0.94G     0.9844       1.63     0.6687       1.25         12        640:  84%|████████▍ | 435/519 [03:20<00:35,  2.34it/s]
      31/80      0.94G     0.9844       1.63     0.6687       1.25         12        640:  84%|████████▍ | 436/519 [03:20<00:30,  2.69it/s]
      31/80      0.94G     0.9844       1.63     0.6686       1.25         12        640:  84%|████████▍ | 436/519 [03:21<00:30,  2.69it/s]
      31/80      0.94G     0.9844       1.63     0.6686       1.25         12        640:  84%|████████▍ | 437/519 [03:21<00:52,  1.56it/s]
      31/80      0.94G     0.9847       1.63     0.6686       1.25         12        640:  84%|████████▍ | 437/519 [03:22<00:52,  1.56it/s]
      31/80      0.94G     0.9847       1.63     0.6686       1.25         12        640:  84%|████████▍ | 438/519 [03:22<00:43,  1.87it/s]
      31/80      0.94G     0.9841      1.629      0.668       1.25         12        640:  84%|████████▍ | 438/519 [03:22<00:43,  1.87it/s]
      31/80      0.94G     0.9841      1.629      0.668       1.25         12        640:  85%|████████▍ | 439/519 [03:22<00:35,  2.26it/s]
      31/80      0.94G     0.9843      1.629     0.6679       1.25         12        640:  85%|████████▍ | 439/519 [03:22<00:35,  2.26it/s]
      31/80      0.94G      0.985      1.628     0.6677       1.25          9        640:  85%|████████▍ | 439/519 [03:23<00:35,  2.26it/s]
      31/80      0.94G      0.985      1.628     0.6677       1.25          9        640:  85%|████████▍ | 441/519 [03:23<00:43,  1.78it/s]
      31/80      0.94G     0.9851       1.63     0.6677       1.25          8        640:  85%|████████▍ | 441/519 [03:24<00:43,  1.78it/s]
      31/80      0.94G     0.9851       1.63     0.6677       1.25          8        640:  85%|████████▌ | 442/519 [03:24<00:37,  2.06it/s]
      31/80      0.94G     0.9856      1.629     0.6679       1.25         13        640:  85%|████████▌ | 442/519 [03:24<00:37,  2.06it/s]
      31/80      0.94G     0.9856      1.629     0.6679       1.25         13        640:  85%|████████▌ | 443/519 [03:24<00:33,  2.28it/s]
      31/80      0.94G     0.9855      1.629      0.668       1.25          8        640:  85%|████████▌ | 443/519 [03:24<00:33,  2.28it/s]
      31/80      0.94G     0.9855      1.629      0.668       1.25          8        640:  86%|████████▌ | 444/519 [03:24<00:29,  2.53it/s]
      31/80      0.94G     0.9844      1.628     0.6673       1.25         10        640:  86%|████████▌ | 444/519 [03:25<00:29,  2.53it/s]
      31/80      0.94G     0.9844      1.628     0.6673       1.25         10        640:  86%|████████▌ | 445/519 [03:25<00:42,  1.74it/s]
      31/80      0.94G     0.9841      1.628     0.6669      1.249         13        640:  86%|████████▌ | 445/519 [03:25<00:42,  1.74it/s]
      31/80      0.94G     0.9841      1.628     0.6669      1.249         13        640:  86%|████████▌ | 446/519 [03:25<00:33,  2.19it/s]
      31/80      0.94G     0.9849      1.628     0.6676      1.249          8        640:  86%|████████▌ | 446/519 [03:26<00:33,  2.19it/s]
      31/80      0.94G     0.9849      1.628     0.6676      1.249          8        640:  86%|████████▌ | 447/519 [03:26<00:29,  2.45it/s]
      31/80      0.94G     0.9841      1.628     0.6671      1.249         10        640:  86%|████████▌ | 447/519 [03:26<00:29,  2.45it/s]
      31/80      0.94G     0.9841      1.628     0.6671      1.249         10        640:  86%|████████▋ | 448/519 [03:26<00:26,  2.69it/s]
      31/80      0.94G     0.9839       1.63     0.6673      1.248         10        640:  86%|████████▋ | 448/519 [03:27<00:26,  2.69it/s]
      31/80      0.94G     0.9839       1.63     0.6673      1.248         10        640:  87%|████████▋ | 449/519 [03:27<00:31,  2.21it/s]
      31/80      0.94G     0.9835      1.629     0.6669      1.248          9        640:  87%|████████▋ | 449/519 [03:27<00:31,  2.21it/s]
      31/80      0.94G     0.9835      1.629     0.6669      1.248          9        640:  87%|████████▋ | 450/519 [03:27<00:27,  2.53it/s]
      31/80      0.94G     0.9829      1.628     0.6666      1.248          9        640:  87%|████████▋ | 450/519 [03:27<00:27,  2.53it/s]
      31/80      0.94G     0.9829      1.628     0.6666      1.248          9        640:  87%|████████▋ | 451/519 [03:27<00:23,  2.89it/s]
      31/80      0.94G     0.9828      1.629     0.6664      1.247          8        640:  87%|████████▋ | 451/519 [03:27<00:23,  2.89it/s]
      31/80      0.94G     0.9828      1.629     0.6664      1.247          8        640:  87%|████████▋ | 452/519 [03:27<00:20,  3.20it/s]
      31/80      0.94G     0.9824      1.628     0.6662      1.247          9        640:  87%|████████▋ | 452/519 [03:28<00:20,  3.20it/s]
      31/80      0.94G     0.9824      1.628     0.6662      1.247          9        640:  87%|████████▋ | 453/519 [03:28<00:35,  1.86it/s]
      31/80      0.94G     0.9816      1.627     0.6655      1.246          7        640:  87%|████████▋ | 453/519 [03:28<00:35,  1.86it/s]
      31/80      0.94G     0.9816      1.627     0.6655      1.246          7        640:  87%|████████▋ | 454/519 [03:28<00:27,  2.35it/s]
      31/80      0.94G     0.9817      1.626      0.665      1.246         13        640:  87%|████████▋ | 454/519 [03:29<00:27,  2.35it/s]
      31/80      0.94G     0.9817      1.626      0.665      1.246         13        640:  88%|████████▊ | 455/519 [03:29<00:22,  2.84it/s]
      31/80      0.94G     0.9811      1.625     0.6649      1.246          8        640:  88%|████████▊ | 455/519 [03:29<00:22,  2.84it/s]
      31/80      0.94G     0.9811      1.625     0.6649      1.246          8        640:  88%|████████▊ | 456/519 [03:29<00:19,  3.23it/s]
      31/80      0.94G      0.981      1.625     0.6649      1.246         16        640:  88%|████████▊ | 456/519 [03:30<00:19,  3.23it/s]
      31/80      0.94G      0.981      1.625     0.6649      1.246         16        640:  88%|████████▊ | 457/519 [03:30<00:38,  1.61it/s]
      31/80      0.94G     0.9814      1.625     0.6647      1.246         12        640:  88%|████████▊ | 457/519 [03:30<00:38,  1.61it/s]
      31/80      0.94G     0.9814      1.625     0.6647      1.246         12        640:  88%|████████▊ | 458/519 [03:30<00:30,  1.98it/s]
      31/80      0.94G      0.981      1.625     0.6644      1.246         13        640:  88%|████████▊ | 458/519 [03:31<00:30,  1.98it/s]
      31/80      0.94G      0.981      1.625     0.6644      1.246         13        640:  88%|████████▊ | 459/519 [03:31<00:26,  2.25it/s]
      31/80      0.94G     0.9811      1.625     0.6646      1.245         11        640:  88%|████████▊ | 459/519 [03:31<00:26,  2.25it/s]
      31/80      0.94G     0.9811      1.625     0.6646      1.245         11        640:  89%|████████▊ | 460/519 [03:31<00:22,  2.61it/s]
      31/80      0.94G     0.9821      1.626     0.6644      1.246         11        640:  89%|████████▊ | 460/519 [03:32<00:22,  2.61it/s]
      31/80      0.94G     0.9821      1.626     0.6644      1.246         11        640:  89%|████████▉ | 461/519 [03:32<00:30,  1.88it/s]
      31/80      0.94G     0.9821      1.626     0.6648      1.246          9        640:  89%|████████▉ | 461/519 [03:32<00:30,  1.88it/s]
      31/80      0.94G     0.9821      1.626     0.6648      1.246          9        640:  89%|████████▉ | 462/519 [03:32<00:24,  2.29it/s]
      31/80      0.94G     0.9819      1.625     0.6648      1.246          7        640:  89%|████████▉ | 462/519 [03:32<00:24,  2.29it/s]
      31/80      0.94G     0.9819      1.625     0.6648      1.246          7        640:  89%|████████▉ | 463/519 [03:32<00:20,  2.71it/s]
      31/80      0.94G     0.9812      1.624     0.6642      1.246          9        640:  89%|████████▉ | 463/519 [03:33<00:20,  2.71it/s]
      31/80      0.94G     0.9812      1.624     0.6642      1.246          9        640:  89%|████████▉ | 464/519 [03:33<00:18,  2.95it/s]
      31/80      0.94G     0.9813      1.623     0.6644      1.246          9        640:  89%|████████▉ | 464/519 [03:33<00:18,  2.95it/s]
      31/80      0.94G     0.9813      1.623     0.6644      1.246          9        640:  90%|████████▉ | 465/519 [03:33<00:27,  1.98it/s]
      31/80      0.94G     0.9817      1.623     0.6643      1.246          5        640:  90%|████████▉ | 465/519 [03:34<00:27,  1.98it/s]
      31/80      0.94G     0.9817      1.623     0.6643      1.246          5        640:  90%|████████▉ | 466/519 [03:34<00:22,  2.38it/s]
      31/80      0.94G      0.982      1.623     0.6638      1.246          6        640:  90%|████████▉ | 466/519 [03:34<00:22,  2.38it/s]
      31/80      0.94G      0.982      1.623     0.6638      1.246          6        640:  90%|████████▉ | 467/519 [03:34<00:18,  2.75it/s]
      31/80      0.94G     0.9827      1.624      0.664      1.246          9        640:  90%|████████▉ | 467/519 [03:34<00:18,  2.75it/s]
      31/80      0.94G     0.9827      1.624      0.664      1.246          9        640:  90%|█████████ | 468/519 [03:34<00:16,  3.03it/s]
      31/80      0.94G     0.9827      1.623     0.6637      1.246         12        640:  90%|█████████ | 468/519 [03:35<00:16,  3.03it/s]
      31/80      0.94G     0.9827      1.623     0.6637      1.246         12        640:  90%|█████████ | 469/519 [03:35<00:23,  2.10it/s]
      31/80      0.94G     0.9826      1.623     0.6633      1.246         10        640:  90%|█████████ | 469/519 [03:35<00:23,  2.10it/s]
      31/80      0.94G     0.9826      1.623     0.6633      1.246         10        640:  91%|█████████ | 470/519 [03:35<00:21,  2.26it/s]
      31/80      0.94G     0.9829      1.623     0.6634      1.246         13        640:  91%|█████████ | 470/519 [03:36<00:21,  2.26it/s]
      31/80      0.94G     0.9829      1.623     0.6634      1.246         13        640:  91%|█████████ | 471/519 [03:36<00:18,  2.61it/s]
      31/80      0.94G     0.9826      1.622     0.6631      1.245          9        640:  91%|█████████ | 471/519 [03:36<00:18,  2.61it/s]
      31/80      0.94G     0.9826      1.622     0.6631      1.245          9        640:  91%|█████████ | 472/519 [03:36<00:17,  2.64it/s]
      31/80      0.94G     0.9828      1.622      0.663      1.246         12        640:  91%|█████████ | 472/519 [03:38<00:17,  2.64it/s]
      31/80      0.94G     0.9828      1.622      0.663      1.246         12        640:  91%|█████████ | 473/519 [03:38<00:33,  1.37it/s]
      31/80      0.94G     0.9824      1.621     0.6628      1.245          6        640:  91%|█████████ | 473/519 [03:38<00:33,  1.37it/s]
      31/80      0.94G     0.9824      1.621     0.6628      1.245          6        640:  91%|█████████▏| 474/519 [03:38<00:25,  1.74it/s]
      31/80      0.94G     0.9821      1.622     0.6625      1.245          8        640:  91%|█████████▏| 474/519 [03:38<00:25,  1.74it/s]
      31/80      0.94G     0.9821      1.622     0.6625      1.245          8        640:  92%|█████████▏| 475/519 [03:38<00:21,  2.01it/s]
      31/80      0.94G     0.9825      1.622     0.6624      1.244          6        640:  92%|█████████▏| 475/519 [03:38<00:21,  2.01it/s]
      31/80      0.94G     0.9825      1.622     0.6624      1.244          6        640:  92%|█████████▏| 476/519 [03:38<00:18,  2.37it/s]
      31/80      0.94G     0.9822      1.621     0.6622      1.244          8        640:  92%|█████████▏| 476/519 [03:40<00:18,  2.37it/s]
      31/80      0.94G     0.9822      1.621     0.6622      1.244          8        640:  92%|█████████▏| 477/519 [03:40<00:30,  1.40it/s]
      31/80      0.94G     0.9824      1.622      0.662      1.244         12        640:  92%|█████████▏| 477/519 [03:40<00:30,  1.40it/s]
      31/80      0.94G     0.9824      1.622      0.662      1.244         12        640:  92%|█████████▏| 478/519 [03:40<00:22,  1.80it/s]
      31/80      0.94G     0.9821      1.622     0.6616      1.244          9        640:  92%|█████████▏| 478/519 [03:40<00:22,  1.80it/s]
      31/80      0.94G     0.9821      1.622     0.6616      1.244          9        640:  92%|█████████▏| 479/519 [03:40<00:18,  2.14it/s]
      31/80      0.94G     0.9823      1.623      0.662      1.244         13        640:  92%|█████████▏| 479/519 [03:40<00:18,  2.14it/s]
      31/80      0.94G     0.9823      1.623      0.662      1.244         13        640:  92%|█████████▏| 480/519 [03:40<00:15,  2.45it/s]
      31/80      0.94G     0.9828      1.623     0.6621      1.245          7        640:  92%|█████████▏| 480/519 [03:41<00:15,  2.45it/s]
      31/80      0.94G     0.9828      1.623     0.6621      1.245          7        640:  93%|█████████▎| 481/519 [03:41<00:18,  2.11it/s]
      31/80      0.94G     0.9825      1.623     0.6617      1.245         10        640:  93%|█████████▎| 481/519 [03:41<00:18,  2.11it/s]
      31/80      0.94G     0.9825      1.623     0.6617      1.245         10        640:  93%|█████████▎| 482/519 [03:41<00:14,  2.48it/s]
      31/80      0.94G     0.9826      1.624     0.6617      1.245         14        640:  93%|█████████▎| 482/519 [03:42<00:14,  2.48it/s]
      31/80      0.94G     0.9826      1.624     0.6617      1.245         14        640:  93%|█████████▎| 483/519 [03:42<00:12,  2.85it/s]
      31/80      0.94G     0.9823      1.624     0.6615      1.245          9        640:  93%|█████████▎| 483/519 [03:42<00:12,  2.85it/s]
      31/80      0.94G     0.9823      1.624     0.6615      1.245          9        640:  93%|█████████▎| 484/519 [03:42<00:11,  3.10it/s]
      31/80      0.94G     0.9819      1.624     0.6611      1.244          9        640:  93%|█████████▎| 484/519 [03:43<00:11,  3.10it/s]
      31/80      0.94G     0.9819      1.624     0.6611      1.244          9        640:  93%|█████████▎| 485/519 [03:43<00:16,  2.04it/s]
      31/80      0.94G     0.9822      1.624     0.6616      1.244          9        640:  93%|█████████▎| 485/519 [03:43<00:16,  2.04it/s]
      31/80      0.94G     0.9822      1.624     0.6616      1.244          9        640:  94%|█████████▎| 486/519 [03:43<00:13,  2.41it/s]
      31/80      0.94G      0.982      1.625     0.6613      1.244          8        640:  94%|█████████▎| 486/519 [03:43<00:13,  2.41it/s]
      31/80      0.94G      0.982      1.625     0.6613      1.244          8        640:  94%|█████████▍| 487/519 [03:43<00:11,  2.81it/s]
      31/80      0.94G     0.9816      1.624     0.6611      1.243         14        640:  94%|█████████▍| 487/519 [03:43<00:11,  2.81it/s]
      31/80      0.94G     0.9816      1.624     0.6611      1.243         14        640:  94%|█████████▍| 488/519 [03:43<00:09,  3.13it/s]
      31/80      0.94G     0.9815      1.625     0.6615      1.244          5        640:  94%|█████████▍| 488/519 [03:45<00:09,  3.13it/s]
      31/80      0.94G     0.9815      1.625     0.6615      1.244          5        640:  94%|█████████▍| 489/519 [03:45<00:18,  1.60it/s]
      31/80      0.94G     0.9813      1.624     0.6613      1.244          8        640:  94%|█████████▍| 489/519 [03:45<00:18,  1.60it/s]
      31/80      0.94G     0.9813      1.624     0.6613      1.244          8        640:  94%|█████████▍| 490/519 [03:45<00:14,  2.01it/s]
      31/80      0.94G     0.9814      1.624     0.6614      1.244         10        640:  94%|█████████▍| 490/519 [03:45<00:14,  2.01it/s]
      31/80      0.94G     0.9814      1.624     0.6614      1.244         10        640:  95%|█████████▍| 491/519 [03:45<00:12,  2.20it/s]
      31/80      0.94G     0.9808      1.624      0.661      1.243         12        640:  95%|█████████▍| 491/519 [03:45<00:12,  2.20it/s]
      31/80      0.94G     0.9808      1.624      0.661      1.243         12        640:  95%|█████████▍| 492/519 [03:45<00:10,  2.53it/s]
      31/80      0.94G     0.9812      1.624      0.661      1.243          9        640:  95%|█████████▍| 492/519 [03:46<00:10,  2.53it/s]
      31/80      0.94G     0.9812      1.624      0.661      1.243          9        640:  95%|█████████▍| 493/519 [03:46<00:14,  1.84it/s]
      31/80      0.94G     0.9812      1.624      0.661      1.243          9        640:  95%|█████████▍| 493/519 [03:47<00:14,  1.84it/s]
      31/80      0.94G     0.9812      1.624      0.661      1.243          9        640:  95%|█████████▌| 494/519 [03:47<00:11,  2.21it/s]
      31/80      0.94G     0.9808      1.623     0.6611      1.243         10        640:  95%|█████████▌| 494/519 [03:47<00:11,  2.21it/s]
      31/80      0.94G     0.9808      1.623     0.6611      1.243         10        640:  95%|█████████▌| 495/519 [03:47<00:09,  2.59it/s]
      31/80      0.94G     0.9821      1.625     0.6613      1.244          7        640:  95%|█████████▌| 495/519 [03:47<00:09,  2.59it/s]
      31/80      0.94G     0.9821      1.625     0.6613      1.244          7        640:  96%|█████████▌| 496/519 [03:47<00:08,  2.81it/s]
      31/80      0.94G     0.9814      1.624     0.6609      1.243          9        640:  96%|█████████▌| 496/519 [03:48<00:08,  2.81it/s]
      31/80      0.94G     0.9814      1.624     0.6609      1.243          9        640:  96%|█████████▌| 497/519 [03:48<00:12,  1.73it/s]
      31/80      0.94G     0.9808      1.623     0.6607      1.243         10        640:  96%|█████████▌| 497/519 [03:48<00:12,  1.73it/s]
      31/80      0.94G     0.9808      1.623     0.6607      1.243         10        640:  96%|█████████▌| 498/519 [03:48<00:10,  2.09it/s]
      31/80      0.94G     0.9805      1.622     0.6605      1.243          8        640:  96%|█████████▌| 498/519 [03:49<00:10,  2.09it/s]
      31/80      0.94G     0.9805      1.622     0.6605      1.243          8        640:  96%|█████████▌| 499/519 [03:49<00:08,  2.46it/s]
      31/80      0.94G     0.9808      1.622     0.6604      1.244          9        640:  96%|█████████▌| 499/519 [03:49<00:08,  2.46it/s]
      31/80      0.94G     0.9808      1.622     0.6604      1.244          9        640:  96%|█████████▋| 500/519 [03:49<00:06,  2.82it/s]
      31/80      0.94G     0.9808      1.622     0.6603      1.244         13        640:  96%|█████████▋| 500/519 [03:50<00:06,  2.82it/s]
      31/80      0.94G     0.9808      1.622     0.6603      1.244         13        640:  97%|█████████▋| 501/519 [03:50<00:08,  2.25it/s]
      31/80      0.94G     0.9813      1.623     0.6609      1.244          9        640:  97%|█████████▋| 501/519 [03:50<00:08,  2.25it/s]
      31/80      0.94G     0.9813      1.623     0.6609      1.244          9        640:  97%|█████████▋| 502/519 [03:50<00:07,  2.13it/s]
      31/80      0.94G     0.9817      1.623     0.6609      1.245         10        640:  97%|█████████▋| 502/519 [03:50<00:07,  2.13it/s]
      31/80      0.94G     0.9817      1.623     0.6609      1.245         10        640:  97%|█████████▋| 503/519 [03:50<00:06,  2.59it/s]
      31/80      0.94G     0.9822      1.622     0.6611      1.245          7        640:  97%|█████████▋| 503/519 [03:51<00:06,  2.59it/s]
      31/80      0.94G     0.9822      1.622     0.6611      1.245          7        640:  97%|█████████▋| 504/519 [03:51<00:05,  2.81it/s]
      31/80      0.94G     0.9825      1.622     0.6607      1.245          9        640:  97%|█████████▋| 504/519 [03:51<00:05,  2.81it/s]
      31/80      0.94G     0.9825      1.622     0.6607      1.245          9        640:  97%|█████████▋| 505/519 [03:51<00:06,  2.32it/s]
      31/80      0.94G     0.9827      1.623     0.6611      1.245         12        640:  97%|█████████▋| 505/519 [03:52<00:06,  2.32it/s]
      31/80      0.94G     0.9827      1.623     0.6611      1.245         12        640:  97%|█████████▋| 506/519 [03:52<00:07,  1.76it/s]
      31/80      0.94G     0.9824      1.623      0.661      1.245         10        640:  97%|█████████▋| 506/519 [03:52<00:07,  1.76it/s]
      31/80      0.94G     0.9824      1.623      0.661      1.245         10        640:  98%|█████████▊| 507/519 [03:52<00:05,  2.05it/s]
      31/80      0.94G     0.9827      1.623     0.6609      1.245         14        640:  98%|█████████▊| 507/519 [03:53<00:05,  2.05it/s]
      31/80      0.94G     0.9827      1.623     0.6609      1.245         14        640:  98%|█████████▊| 508/519 [03:53<00:04,  2.38it/s]
      31/80      0.94G     0.9826      1.623     0.6608      1.244         13        640:  98%|█████████▊| 508/519 [03:53<00:04,  2.38it/s]
      31/80      0.94G     0.9826      1.623     0.6608      1.244         13        640:  98%|█████████▊| 509/519 [03:53<00:03,  2.69it/s]
      31/80      0.94G     0.9827      1.622      0.661      1.244          9        640:  98%|█████████▊| 509/519 [03:54<00:03,  2.69it/s]
      31/80      0.94G     0.9827      1.622      0.661      1.244          9        640:  98%|█████████▊| 510/519 [03:54<00:05,  1.79it/s]
      31/80      0.94G     0.9827      1.621     0.6609      1.244         12        640:  98%|█████████▊| 510/519 [03:54<00:05,  1.79it/s]
      31/80      0.94G     0.9827      1.621     0.6609      1.244         12        640:  98%|█████████▊| 511/519 [03:54<00:03,  2.15it/s]
      31/80      0.94G     0.9828      1.621     0.6608      1.244         10        640:  98%|█████████▊| 511/519 [03:54<00:03,  2.15it/s]
      31/80      0.94G     0.9828      1.621     0.6608      1.244         10        640:  99%|█████████▊| 512/519 [03:54<00:02,  2.43it/s]
      31/80      0.94G     0.9827      1.621     0.6606      1.244         10        640:  99%|█████████▊| 512/519 [03:55<00:02,  2.43it/s]
      31/80      0.94G     0.9827      1.621     0.6606      1.244         10        640:  99%|█████████▉| 513/519 [03:55<00:02,  2.92it/s]
      31/80      0.94G     0.9822       1.62     0.6606      1.243          7        640:  99%|█████████▉| 513/519 [03:55<00:02,  2.92it/s]
      31/80      0.94G     0.9822       1.62     0.6606      1.243          7        640:  99%|█████████▉| 514/519 [03:55<00:02,  2.25it/s]
      31/80      0.94G     0.9818      1.619     0.6602      1.243         12        640:  99%|█████████▉| 514/519 [03:55<00:02,  2.25it/s]
      31/80      0.94G     0.9818      1.619     0.6602      1.243         12        640:  99%|█████████▉| 515/519 [03:55<00:01,  2.84it/s]
      31/80      0.94G     0.9818       1.62     0.6602      1.243         11        640:  99%|█████████▉| 515/519 [03:56<00:01,  2.84it/s]
      31/80      0.94G     0.9818       1.62     0.6602      1.243         11        640:  99%|█████████▉| 516/519 [03:56<00:00,  3.41it/s]
      31/80      0.94G     0.9814       1.62     0.6602      1.243          6        640:  99%|█████████▉| 516/519 [03:56<00:00,  3.41it/s]
      31/80      0.94G     0.9814       1.62     0.6602      1.243          6        640: 100%|█████████▉| 517/519 [03:56<00:00,  4.01it/s]
      31/80      0.94G     0.9809      1.619     0.6599      1.243          6        640: 100%|█████████▉| 517/519 [03:56<00:00,  4.01it/s]
      31/80      0.94G     0.9809      1.619     0.6599      1.243          6        640: 100%|█████████▉| 518/519 [03:56<00:00,  3.11it/s]
      31/80      0.94G     0.9811      1.619     0.6598      1.242          9        640: 100%|█████████▉| 518/519 [03:56<00:00,  3.11it/s]
      31/80      0.94G     0.9811      1.619     0.6598      1.242          9        640: 100%|██████████| 519/519 [03:56<00:00,  2.19it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:56,  6.51s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:07<03:09,  3.01s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:54,  1.85s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:08<01:19,  1.30s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<01:02,  1.05s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:09<00:50,  1.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:43,  1.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:10<00:36,  1.56it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:31,  1.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:26,  2.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:22,  2.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:22,  2.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:22,  2.36it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:22,  2.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:22,  2.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:23,  2.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:24,  1.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:24,  1.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:23,  1.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:25,  1.75it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:25,  1.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:25,  1.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  1.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:18<00:18,  2.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.53it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:19<00:06,  5.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:19<00:05,  6.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:05,  6.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.82it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:20<00:03,  7.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:03,  6.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:21<00:03,  6.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  6.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.48it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.47it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:22<00:01,  7.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:22<00:01,  8.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:00,  9.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.62it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  92%|█████████▏| 60/65 [00:22<00:00,  9.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:23<00:00,  8.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:23<00:00,  9.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  9.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.76it/s]
+                   all        519        519      0.966      0.954      0.987      0.736      0.968      0.956      0.987       0.72
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
      32/80      0.94G     0.6791      1.365     0.4443      1.135          9        640:   0%|          | 0/519 [00:02<?, ?it/s]
      32/80      0.94G     0.6791      1.365     0.4443      1.135          9        640:   0%|          | 1/519 [00:02<17:20,  2.01s/it]
      32/80      0.94G     0.8059      1.453     0.5485      1.146         10        640:   0%|          | 1/519 [00:03<17:20,  2.01s/it]
      32/80      0.94G     0.8059      1.453     0.5485      1.146         10        640:   0%|          | 2/519 [00:03<12:23,  1.44s/it]
      32/80      0.94G     0.7945      1.439     0.5849      1.108         14        640:   0%|          | 2/519 [00:03<12:23,  1.44s/it]
      32/80      0.94G     0.7945      1.439     0.5849      1.108         14        640:   1%|          | 3/519 [00:03<07:36,  1.13it/s]
      32/80      0.94G     0.8081      1.509      0.567      1.106         13        640:   1%|          | 3/519 [00:03<07:36,  1.13it/s]
      32/80      0.94G     0.8081      1.509      0.567      1.106         13        640:   1%|          | 4/519 [00:03<05:47,  1.48it/s]
      32/80      0.94G      0.894      1.538     0.5967      1.173         14        640:   1%|          | 4/519 [00:03<05:47,  1.48it/s]
      32/80      0.94G      0.894      1.538     0.5967      1.173         14        640:   1%|          | 5/519 [00:03<04:32,  1.89it/s]
      32/80      0.94G     0.9178      1.636     0.6071      1.168          9        640:   1%|          | 5/519 [00:04<04:32,  1.89it/s]
      32/80      0.94G     0.9178      1.636     0.6071      1.168          9        640:   1%|          | 6/519 [00:04<05:29,  1.55it/s]
      32/80      0.94G     0.8902      1.684      0.664      1.152          8        640:   1%|          | 6/519 [00:04<05:29,  1.55it/s]
      32/80      0.94G     0.8902      1.684      0.664      1.152          8        640:   1%|▏         | 7/519 [00:04<04:19,  1.98it/s]
      32/80      0.94G     0.8865      1.685     0.6413      1.158          8        640:   1%|▏         | 7/519 [00:05<04:19,  1.98it/s]
      32/80      0.94G     0.8865      1.685     0.6413      1.158          8        640:   2%|▏         | 8/519 [00:05<03:34,  2.38it/s]
      32/80      0.94G     0.8912      1.658     0.6273       1.16         11        640:   2%|▏         | 8/519 [00:05<03:34,  2.38it/s]
      32/80      0.94G     0.8912      1.658     0.6273       1.16         11        640:   2%|▏         | 9/519 [00:05<03:49,  2.22it/s]
      32/80      0.94G      0.903      1.655     0.6234      1.159          9        640:   2%|▏         | 9/519 [00:06<03:49,  2.22it/s]
      32/80      0.94G      0.903      1.655     0.6234      1.159          9        640:   2%|▏         | 10/519 [00:06<04:53,  1.73it/s]
      32/80      0.94G     0.9177      1.654     0.6319      1.169         10        640:   2%|▏         | 10/519 [00:06<04:53,  1.73it/s]
      32/80      0.94G     0.9177      1.654     0.6319      1.169         10        640:   2%|▏         | 11/519 [00:06<03:56,  2.15it/s]
      32/80      0.94G     0.9252      1.646     0.6303      1.183         10        640:   2%|▏         | 11/519 [00:07<03:56,  2.15it/s]
      32/80      0.94G     0.9252      1.646     0.6303      1.183         10        640:   2%|▏         | 12/519 [00:07<03:19,  2.55it/s]
      32/80      0.94G     0.9305      1.622     0.6342      1.201          8        640:   2%|▏         | 12/519 [00:07<03:19,  2.55it/s]
      32/80      0.94G     0.9305      1.622     0.6342      1.201          8        640:   3%|▎         | 13/519 [00:07<03:00,  2.80it/s]
      32/80      0.94G     0.9367      1.615      0.634      1.198         11        640:   3%|▎         | 13/519 [00:08<03:00,  2.80it/s]
      32/80      0.94G     0.9367      1.615      0.634      1.198         11        640:   3%|▎         | 14/519 [00:08<04:52,  1.73it/s]
      32/80      0.94G     0.9555      1.633     0.6476      1.207         11        640:   3%|▎         | 14/519 [00:08<04:52,  1.73it/s]
      32/80      0.94G     0.9555      1.633     0.6476      1.207         11        640:   3%|▎         | 15/519 [00:08<03:59,  2.10it/s]
      32/80      0.94G     0.9564      1.634     0.6523      1.205         11        640:   3%|▎         | 15/519 [00:08<03:59,  2.10it/s]
      32/80      0.94G     0.9564      1.634     0.6523      1.205         11        640:   3%|▎         | 16/519 [00:08<03:22,  2.49it/s]
      32/80      0.94G     0.9531      1.642     0.6402      1.213         11        640:   3%|▎         | 16/519 [00:09<03:22,  2.49it/s]
      32/80      0.94G     0.9531      1.642     0.6402      1.213         11        640:   3%|▎         | 17/519 [00:09<02:49,  2.96it/s]
      32/80      0.94G     0.9664       1.63     0.6527      1.232          8        640:   3%|▎         | 17/519 [00:10<02:49,  2.96it/s]
      32/80      0.94G     0.9664       1.63     0.6527      1.232          8        640:   3%|▎         | 18/519 [00:10<04:27,  1.87it/s]
      32/80      0.94G     0.9687      1.621     0.6486      1.228         11        640:   3%|▎         | 18/519 [00:10<04:27,  1.87it/s]
      32/80      0.94G     0.9687      1.621     0.6486      1.228         11        640:   4%|▎         | 19/519 [00:10<03:36,  2.31it/s]
      32/80      0.94G     0.9572      1.617     0.6425      1.217          7        640:   4%|▎         | 19/519 [00:10<03:36,  2.31it/s]
      32/80      0.94G     0.9572      1.617     0.6425      1.217          7        640:   4%|▍         | 20/519 [00:10<03:25,  2.43it/s]
      32/80      0.94G     0.9651      1.611     0.6384      1.228          5        640:   4%|▍         | 20/519 [00:10<03:25,  2.43it/s]
      32/80      0.94G     0.9651      1.611     0.6384      1.228          5        640:   4%|▍         | 21/519 [00:10<03:09,  2.63it/s]
      32/80      0.94G     0.9581      1.607     0.6333      1.238          6        640:   4%|▍         | 21/519 [00:11<03:09,  2.63it/s]
      32/80      0.94G     0.9581      1.607     0.6333      1.238          6        640:   4%|▍         | 22/519 [00:11<03:23,  2.45it/s]
      32/80      0.94G     0.9741      1.652     0.6422      1.252         10        640:   4%|▍         | 22/519 [00:11<03:23,  2.45it/s]
      32/80      0.94G     0.9741      1.652     0.6422      1.252         10        640:   4%|▍         | 23/519 [00:11<02:54,  2.84it/s]
      32/80      0.94G     0.9754      1.647     0.6408      1.253         11        640:   4%|▍         | 23/519 [00:11<02:54,  2.84it/s]
      32/80      0.94G     0.9754      1.647     0.6408      1.253         11        640:   5%|▍         | 24/519 [00:11<02:30,  3.29it/s]
      32/80      0.94G     0.9652      1.642     0.6554      1.247          9        640:   5%|▍         | 24/519 [00:12<02:30,  3.29it/s]
      32/80      0.94G     0.9652      1.642     0.6554      1.247          9        640:   5%|▍         | 25/519 [00:12<02:48,  2.94it/s]
      32/80      0.94G     0.9607      1.637     0.6499      1.244         12        640:   5%|▍         | 25/519 [00:12<02:48,  2.94it/s]
      32/80      0.94G     0.9607      1.637     0.6499      1.244         12        640:   5%|▌         | 26/519 [00:12<02:38,  3.12it/s]
      32/80      0.94G     0.9533      1.612     0.6409      1.246          5        640:   5%|▌         | 26/519 [00:12<02:38,  3.12it/s]
      32/80      0.94G     0.9533      1.612     0.6409      1.246          5        640:   5%|▌         | 27/519 [00:12<02:15,  3.62it/s]
      32/80      0.94G     0.9544      1.597     0.6374      1.245         12        640:   5%|▌         | 27/519 [00:12<02:15,  3.62it/s]
      32/80      0.94G     0.9544      1.597     0.6374      1.245         12        640:   5%|▌         | 28/519 [00:12<02:17,  3.57it/s]
      32/80      0.94G      0.956      1.586     0.6328      1.248         10        640:   5%|▌         | 28/519 [00:13<02:17,  3.57it/s]
      32/80      0.94G      0.956      1.586     0.6328      1.248         10        640:   6%|▌         | 29/519 [00:13<02:06,  3.87it/s]
      32/80      0.94G     0.9744      1.612      0.655      1.258         12        640:   6%|▌         | 29/519 [00:14<02:06,  3.87it/s]
      32/80      0.94G     0.9744      1.612      0.655      1.258         12        640:   6%|▌         | 30/519 [00:14<04:36,  1.77it/s]
      32/80      0.94G      0.976      1.613     0.6522      1.255         13        640:   6%|▌         | 30/519 [00:14<04:36,  1.77it/s]
      32/80      0.94G      0.976      1.613     0.6522      1.255         13        640:   6%|▌         | 31/519 [00:14<03:47,  2.14it/s]
      32/80      0.94G     0.9729      1.614     0.6483      1.249         12        640:   6%|▌         | 31/519 [00:14<03:47,  2.14it/s]
      32/80      0.94G     0.9729      1.614     0.6483      1.249         12        640:   6%|▌         | 32/519 [00:14<03:07,  2.59it/s]
      32/80      0.94G     0.9801      1.625     0.6455       1.25         10        640:   6%|▌         | 32/519 [00:15<03:07,  2.59it/s]
      32/80      0.94G     0.9801      1.625     0.6455       1.25         10        640:   6%|▋         | 33/519 [00:15<03:09,  2.57it/s]
      32/80      0.94G     0.9786      1.621     0.6479      1.247         12        640:   6%|▋         | 33/519 [00:16<03:09,  2.57it/s]
      32/80      0.94G     0.9786      1.621     0.6479      1.247         12        640:   7%|▋         | 34/519 [00:16<04:16,  1.89it/s]
      32/80      0.94G     0.9716      1.612     0.6416       1.24         12        640:   7%|▋         | 34/519 [00:16<04:16,  1.89it/s]
      32/80      0.94G     0.9716      1.612     0.6416       1.24         12        640:   7%|▋         | 35/519 [00:16<03:29,  2.31it/s]
      32/80      0.94G      0.969      1.623     0.6374      1.243         10        640:   7%|▋         | 35/519 [00:16<03:29,  2.31it/s]
      32/80      0.94G      0.969      1.623     0.6374      1.243         10        640:   7%|▋         | 36/519 [00:16<03:10,  2.53it/s]
      32/80      0.94G     0.9787      1.644     0.6484      1.246         12        640:   7%|▋         | 36/519 [00:16<03:10,  2.53it/s]
      32/80      0.94G     0.9787      1.644     0.6484      1.246         12        640:   7%|▋         | 37/519 [00:16<02:52,  2.79it/s]
      32/80      0.94G     0.9781      1.659     0.6483      1.243         10        640:   7%|▋         | 37/519 [00:17<02:52,  2.79it/s]
      32/80      0.94G     0.9781      1.659     0.6483      1.243         10        640:   7%|▋         | 38/519 [00:17<04:04,  1.97it/s]
      32/80      0.94G     0.9919      1.674      0.658      1.249         12        640:   7%|▋         | 38/519 [00:18<04:04,  1.97it/s]
      32/80      0.94G     0.9919      1.674      0.658      1.249         12        640:   8%|▊         | 39/519 [00:18<03:26,  2.32it/s]
      32/80      0.94G     0.9948      1.671      0.655       1.25          9        640:   8%|▊         | 39/519 [00:18<03:26,  2.32it/s]
      32/80      0.94G     0.9948      1.671      0.655       1.25          9        640:   8%|▊         | 40/519 [00:18<03:32,  2.25it/s]
      32/80      0.94G     0.9891       1.66     0.6511      1.248         11        640:   8%|▊         | 40/519 [00:18<03:32,  2.25it/s]
      32/80      0.94G     0.9891       1.66     0.6511      1.248         11        640:   8%|▊         | 41/519 [00:18<02:58,  2.68it/s]
      32/80      0.94G     0.9868       1.65     0.6457      1.248          9        640:   8%|▊         | 41/519 [00:19<02:58,  2.68it/s]
      32/80      0.94G     0.9868       1.65     0.6457      1.248          9        640:   8%|▊         | 42/519 [00:19<04:30,  1.77it/s]
      32/80      0.94G     0.9809      1.646     0.6444      1.244         14        640:   8%|▊         | 42/519 [00:19<04:30,  1.77it/s]
      32/80      0.94G     0.9809      1.646     0.6444      1.244         14        640:   8%|▊         | 43/519 [00:19<03:42,  2.14it/s]
      32/80      0.94G     0.9793      1.645     0.6484      1.244          9        640:   8%|▊         | 43/519 [00:20<03:42,  2.14it/s]
      32/80      0.94G     0.9793      1.645     0.6484      1.244          9        640:   8%|▊         | 44/519 [00:20<04:03,  1.95it/s]
      32/80      0.94G     0.9819      1.643     0.6505      1.246          5        640:   8%|▊         | 44/519 [00:20<04:03,  1.95it/s]
      32/80      0.94G     0.9819      1.643     0.6505      1.246          5        640:   9%|▊         | 45/519 [00:20<03:21,  2.35it/s]
      32/80      0.94G     0.9795      1.646     0.6503      1.242         13        640:   9%|▊         | 45/519 [00:21<03:21,  2.35it/s]
      32/80      0.94G     0.9795      1.646     0.6503      1.242         13        640:   9%|▉         | 46/519 [00:21<03:39,  2.16it/s]
      32/80      0.94G     0.9784      1.643     0.6479      1.243          8        640:   9%|▉         | 46/519 [00:21<03:39,  2.16it/s]
      32/80      0.94G     0.9784      1.643     0.6479      1.243          8        640:   9%|▉         | 47/519 [00:21<03:10,  2.47it/s]
      32/80      0.94G     0.9772      1.627     0.6438      1.238          9        640:   9%|▉         | 47/519 [00:22<03:10,  2.47it/s]
      32/80      0.94G     0.9772      1.627     0.6438      1.238          9        640:   9%|▉         | 48/519 [00:22<04:43,  1.66it/s]
      32/80      0.94G     0.9816      1.649     0.6515      1.239         10        640:   9%|▉         | 48/519 [00:22<04:43,  1.66it/s]
      32/80      0.94G     0.9816      1.649     0.6515      1.239         10        640:   9%|▉         | 49/519 [00:22<03:44,  2.09it/s]
      32/80      0.94G     0.9878      1.672     0.6598      1.242         11        640:   9%|▉         | 49/519 [00:23<03:44,  2.09it/s]
      32/80      0.94G     0.9878      1.672     0.6598      1.242         11        640:  10%|▉         | 50/519 [00:23<03:34,  2.19it/s]
      32/80      0.94G      0.985      1.673     0.6574      1.239         14        640:  10%|▉         | 50/519 [00:23<03:34,  2.19it/s]
      32/80      0.94G      0.985      1.673     0.6574      1.239         14        640:  10%|▉         | 51/519 [00:23<03:03,  2.54it/s]
      32/80      0.94G      0.984      1.657     0.6542      1.235          8        640:  10%|▉         | 51/519 [00:23<03:03,  2.54it/s]
      32/80      0.94G      0.984      1.657     0.6542      1.235          8        640:  10%|█         | 52/519 [00:23<02:52,  2.71it/s]
      32/80      0.94G     0.9812      1.655     0.6559      1.232          8        640:  10%|█         | 52/519 [00:24<02:52,  2.71it/s]
      32/80      0.94G     0.9812      1.655     0.6559      1.232          8        640:  10%|█         | 53/519 [00:24<02:36,  2.97it/s]
      32/80      0.94G       0.98      1.659     0.6534      1.231         10        640:  10%|█         | 53/519 [00:24<02:36,  2.97it/s]
      32/80      0.94G       0.98      1.659     0.6534      1.231         10        640:  10%|█         | 54/519 [00:24<02:22,  3.26it/s]
      32/80      0.94G     0.9831      1.661     0.6535      1.234         10        640:  10%|█         | 54/519 [00:24<02:22,  3.26it/s]
      32/80      0.94G     0.9831      1.661     0.6535      1.234         10        640:  11%|█         | 55/519 [00:24<02:07,  3.64it/s]
      32/80      0.94G     0.9859      1.662      0.658      1.236         11        640:  11%|█         | 55/519 [00:25<02:07,  3.64it/s]
      32/80      0.94G     0.9859      1.662      0.658      1.236         11        640:  11%|█         | 56/519 [00:25<03:47,  2.03it/s]
      32/80      0.94G      0.983      1.655     0.6579      1.235         10        640:  11%|█         | 56/519 [00:25<03:47,  2.03it/s]
      32/80      0.94G      0.983      1.655     0.6579      1.235         10        640:  11%|█         | 57/519 [00:25<03:10,  2.43it/s]
      32/80      0.94G     0.9876      1.664     0.6595      1.236         13        640:  11%|█         | 57/519 [00:26<03:10,  2.43it/s]
      32/80      0.94G     0.9876      1.664     0.6595      1.236         13        640:  11%|█         | 58/519 [00:26<03:29,  2.20it/s]
      32/80      0.94G     0.9818      1.679     0.6599      1.235          6        640:  11%|█         | 58/519 [00:26<03:29,  2.20it/s]
      32/80      0.94G     0.9818      1.679     0.6599      1.235          6        640:  11%|█▏        | 59/519 [00:26<02:54,  2.63it/s]
      32/80      0.94G     0.9866      1.684      0.664      1.242          6        640:  11%|█▏        | 59/519 [00:27<02:54,  2.63it/s]
      32/80      0.94G     0.9866      1.684      0.664      1.242          6        640:  12%|█▏        | 60/519 [00:27<04:02,  1.89it/s]
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      32/80      0.94G     0.9894      1.629     0.6761      1.242         11        640:  36%|███▌      | 187/519 [01:25<03:22,  1.64it/s]
      32/80      0.94G     0.9894      1.629     0.6761      1.242         11        640:  36%|███▌      | 188/519 [01:25<03:00,  1.83it/s]
      32/80      0.94G     0.9886      1.627     0.6753      1.241          9        640:  36%|███▌      | 188/519 [01:26<03:00,  1.83it/s]
      32/80      0.94G     0.9886      1.627     0.6753      1.241          9        640:  36%|███▋      | 189/519 [01:26<02:31,  2.18it/s]
      32/80      0.94G     0.9892      1.629     0.6753       1.24         11        640:  36%|███▋      | 189/519 [01:26<02:31,  2.18it/s]
      32/80      0.94G     0.9892      1.629     0.6753       1.24         11        640:  37%|███▋      | 190/519 [01:26<02:32,  2.16it/s]
      32/80      0.94G     0.9886       1.63     0.6764       1.24         11        640:  37%|███▋      | 190/519 [01:26<02:32,  2.16it/s]
      32/80      0.94G     0.9886       1.63     0.6764       1.24         11        640:  37%|███▋      | 191/519 [01:26<02:08,  2.55it/s]
      32/80      0.94G     0.9871       1.63     0.6752      1.241          4        640:  37%|███▋      | 191/519 [01:28<02:08,  2.55it/s]
      32/80      0.94G     0.9871       1.63     0.6752      1.241          4        640:  37%|███▋      | 192/519 [01:28<03:52,  1.41it/s]
      32/80      0.94G     0.9857      1.628     0.6741       1.24          8        640:  37%|███▋      | 192/519 [01:28<03:52,  1.41it/s]
      32/80      0.94G     0.9857      1.628     0.6741       1.24          8        640:  37%|███▋      | 193/519 [01:28<03:08,  1.73it/s]
      32/80      0.94G     0.9873      1.631     0.6744      1.241         10        640:  37%|███▋      | 193/519 [01:28<03:08,  1.73it/s]
      32/80      0.94G     0.9873      1.631     0.6744      1.241         10        640:  37%|███▋      | 194/519 [01:28<02:32,  2.13it/s]
      32/80      0.94G     0.9856      1.631     0.6742      1.241          7        640:  37%|███▋      | 194/519 [01:28<02:32,  2.13it/s]
      32/80      0.94G     0.9856      1.631     0.6742      1.241          7        640:  38%|███▊      | 195/519 [01:28<02:07,  2.53it/s]
      32/80      0.94G     0.9851      1.631     0.6737       1.24         12        640:  38%|███▊      | 195/519 [01:30<02:07,  2.53it/s]
      32/80      0.94G     0.9851      1.631     0.6737       1.24         12        640:  38%|███▊      | 196/519 [01:30<03:29,  1.54it/s]
      32/80      0.94G     0.9849       1.63     0.6732       1.24         11        640:  38%|███▊      | 196/519 [01:30<03:29,  1.54it/s]
      32/80      0.94G     0.9849       1.63     0.6732       1.24         11        640:  38%|███▊      | 197/519 [01:30<02:44,  1.96it/s]
      32/80      0.94G      0.987       1.63     0.6729      1.241         11        640:  38%|███▊      | 197/519 [01:30<02:44,  1.96it/s]
      32/80      0.94G      0.987       1.63     0.6729      1.241         11        640:  38%|███▊      | 198/519 [01:30<02:14,  2.39it/s]
      32/80      0.94G     0.9859      1.628     0.6722       1.24          9        640:  38%|███▊      | 198/519 [01:30<02:14,  2.39it/s]
      32/80      0.94G     0.9859      1.628     0.6722       1.24          9        640:  38%|███▊      | 199/519 [01:30<01:52,  2.83it/s]
      32/80      0.94G     0.9865      1.627     0.6717      1.239         10        640:  38%|███▊      | 199/519 [01:31<01:52,  2.83it/s]
      32/80      0.94G     0.9865      1.627     0.6717      1.239         10        640:  39%|███▊      | 200/519 [01:31<02:10,  2.44it/s]
      32/80      0.94G     0.9855      1.623     0.6704      1.239          9        640:  39%|███▊      | 200/519 [01:31<02:10,  2.44it/s]
      32/80      0.94G     0.9855      1.623     0.6704      1.239          9        640:  39%|███▊      | 201/519 [01:31<01:58,  2.69it/s]
      32/80      0.94G     0.9848      1.622     0.6704      1.239          8        640:  39%|███▊      | 201/519 [01:31<01:58,  2.69it/s]
      32/80      0.94G     0.9848      1.622     0.6704      1.239          8        640:  39%|███▉      | 202/519 [01:31<01:42,  3.10it/s]
      32/80      0.94G     0.9837       1.62     0.6693      1.239         12        640:  39%|███▉      | 202/519 [01:32<01:42,  3.10it/s]
      32/80      0.94G     0.9837       1.62     0.6693      1.239         12        640:  39%|███▉      | 203/519 [01:32<01:31,  3.44it/s]
      32/80      0.94G     0.9828      1.619     0.6686      1.238         10        640:  39%|███▉      | 203/519 [01:32<01:31,  3.44it/s]
      32/80      0.94G     0.9828      1.619     0.6686      1.238         10        640:  39%|███▉      | 204/519 [01:32<02:23,  2.20it/s]
      32/80      0.94G     0.9826       1.62     0.6686      1.238          8        640:  39%|███▉      | 204/519 [01:33<02:23,  2.20it/s]
      32/80      0.94G     0.9826       1.62     0.6686      1.238          8        640:  39%|███▉      | 205/519 [01:33<02:00,  2.60it/s]
      32/80      0.94G     0.9835      1.622     0.6684      1.238         14        640:  39%|███▉      | 205/519 [01:34<02:00,  2.60it/s]
      32/80      0.94G     0.9835      1.622     0.6684      1.238         14        640:  40%|███▉      | 206/519 [01:34<03:07,  1.67it/s]
      32/80      0.94G     0.9837      1.622     0.6682      1.238         13        640:  40%|███▉      | 206/519 [01:34<03:07,  1.67it/s]
      32/80      0.94G     0.9837      1.622     0.6682      1.238         13        640:  40%|███▉      | 207/519 [01:34<02:32,  2.05it/s]
      32/80      0.94G     0.9837      1.621     0.6681      1.237         11        640:  40%|███▉      | 207/519 [01:34<02:32,  2.05it/s]
      32/80      0.94G     0.9837      1.621     0.6681      1.237         11        640:  40%|████      | 208/519 [01:34<02:25,  2.14it/s]
      32/80      0.94G     0.9824      1.621     0.6673      1.237          7        640:  40%|████      | 208/519 [01:35<02:25,  2.14it/s]
      32/80      0.94G     0.9824      1.621     0.6673      1.237          7        640:  40%|████      | 209/519 [01:35<02:04,  2.49it/s]
      32/80      0.94G     0.9827      1.619     0.6677      1.236         11        640:  40%|████      | 209/519 [01:36<02:04,  2.49it/s]
      32/80      0.94G     0.9827      1.619     0.6677      1.236         11        640:  40%|████      | 210/519 [01:36<02:50,  1.81it/s]
      32/80      0.94G     0.9829      1.625     0.6692      1.237          9        640:  40%|████      | 210/519 [01:36<02:50,  1.81it/s]
      32/80      0.94G     0.9829      1.625     0.6692      1.237          9        640:  41%|████      | 211/519 [01:36<02:20,  2.19it/s]
      32/80      0.94G     0.9834      1.626     0.6693      1.238         10        640:  41%|████      | 211/519 [01:36<02:20,  2.19it/s]
      32/80      0.94G     0.9834      1.626     0.6693      1.238         10        640:  41%|████      | 212/519 [01:36<02:01,  2.53it/s]
      32/80      0.94G     0.9833      1.626     0.6695      1.237         12        640:  41%|████      | 212/519 [01:36<02:01,  2.53it/s]
      32/80      0.94G     0.9833      1.626     0.6695      1.237         12        640:  41%|████      | 213/519 [01:36<01:51,  2.74it/s]
      32/80      0.94G     0.9838      1.625     0.6694      1.237          6        640:  41%|████      | 213/519 [01:37<01:51,  2.74it/s]
      32/80      0.94G     0.9838      1.625     0.6694      1.237          6        640:  41%|████      | 214/519 [01:37<02:44,  1.85it/s]
      32/80      0.94G     0.9837      1.625     0.6689      1.237         14        640:  41%|████      | 214/519 [01:38<02:44,  1.85it/s]
      32/80      0.94G     0.9837      1.625     0.6689      1.237         14        640:  41%|████▏     | 215/519 [01:38<02:18,  2.20it/s]
      32/80      0.94G     0.9828      1.624     0.6679      1.236         11        640:  41%|████▏     | 215/519 [01:38<02:18,  2.20it/s]
      32/80      0.94G     0.9828      1.624     0.6679      1.236         11        640:  42%|████▏     | 216/519 [01:38<01:53,  2.67it/s]
      32/80      0.94G      0.983      1.623     0.6681      1.237         12        640:  42%|████▏     | 216/519 [01:38<01:53,  2.67it/s]
      32/80      0.94G      0.983      1.623     0.6681      1.237         12        640:  42%|████▏     | 217/519 [01:38<01:41,  2.97it/s]
      32/80      0.94G     0.9847      1.622     0.6684      1.237         10        640:  42%|████▏     | 217/519 [01:39<01:41,  2.97it/s]
      32/80      0.94G     0.9847      1.622     0.6684      1.237         10        640:  42%|████▏     | 218/519 [01:39<02:50,  1.76it/s]
      32/80      0.94G     0.9841      1.621     0.6672      1.237          9        640:  42%|████▏     | 218/519 [01:39<02:50,  1.76it/s]
      32/80      0.94G     0.9841      1.621     0.6672      1.237          9        640:  42%|████▏     | 219/519 [01:39<02:20,  2.13it/s]
      32/80      0.94G     0.9829       1.62     0.6667      1.236         14        640:  42%|████▏     | 219/519 [01:40<02:20,  2.13it/s]
      32/80      0.94G     0.9829       1.62     0.6667      1.236         14        640:  42%|████▏     | 220/519 [01:40<02:00,  2.47it/s]
      32/80      0.94G     0.9829      1.621     0.6675      1.236         10        640:  42%|████▏     | 220/519 [01:40<02:00,  2.47it/s]
      32/80      0.94G     0.9829      1.621     0.6675      1.236         10        640:  43%|████▎     | 221/519 [01:40<01:48,  2.76it/s]
      32/80      0.94G      0.984      1.623     0.6691      1.237         10        640:  43%|████▎     | 221/519 [01:40<01:48,  2.76it/s]
      32/80      0.94G      0.984      1.623     0.6691      1.237         10        640:  43%|████▎     | 222/519 [01:40<02:07,  2.33it/s]
      32/80      0.94G     0.9841      1.622     0.6695      1.237          9        640:  43%|████▎     | 222/519 [01:41<02:07,  2.33it/s]
      32/80      0.94G     0.9841      1.622     0.6695      1.237          9        640:  43%|████▎     | 223/519 [01:41<01:46,  2.77it/s]
      32/80      0.94G     0.9831      1.621     0.6691      1.236         11        640:  43%|████▎     | 223/519 [01:41<01:46,  2.77it/s]
      32/80      0.94G     0.9831      1.621     0.6691      1.236         11        640:  43%|████▎     | 224/519 [01:41<02:02,  2.40it/s]
      32/80      0.94G     0.9823      1.621      0.669      1.235         12        640:  43%|████▎     | 224/519 [01:41<02:02,  2.40it/s]
      32/80      0.94G     0.9823      1.621      0.669      1.235         12        640:  43%|████▎     | 225/519 [01:41<01:46,  2.76it/s]
      32/80      0.94G     0.9813      1.623     0.6683      1.235         11        640:  43%|████▎     | 225/519 [01:42<01:46,  2.76it/s]
      32/80      0.94G     0.9813      1.623     0.6683      1.235         11        640:  44%|████▎     | 226/519 [01:42<02:42,  1.80it/s]
      32/80      0.94G     0.9807      1.622     0.6678      1.235         11        640:  44%|████▎     | 226/519 [01:43<02:42,  1.80it/s]
      32/80      0.94G     0.9807      1.622     0.6678      1.235         11        640:  44%|████▎     | 227/519 [01:43<02:13,  2.19it/s]
      32/80      0.94G     0.9802       1.62     0.6676      1.234         10        640:  44%|████▎     | 227/519 [01:43<02:13,  2.19it/s]
      32/80      0.94G     0.9802       1.62     0.6676      1.234         10        640:  44%|████▍     | 228/519 [01:43<02:13,  2.18it/s]
      32/80      0.94G     0.9814      1.621     0.6679      1.236         10        640:  44%|████▍     | 228/519 [01:43<02:13,  2.18it/s]
      32/80      0.94G     0.9814      1.621     0.6679      1.236         10        640:  44%|████▍     | 229/519 [01:43<01:57,  2.47it/s]
      32/80      0.94G     0.9812      1.621     0.6678      1.235         11        640:  44%|████▍     | 229/519 [01:44<01:57,  2.47it/s]
      32/80      0.94G     0.9812      1.621     0.6678      1.235         11        640:  44%|████▍     | 230/519 [01:44<01:45,  2.75it/s]
      32/80      0.94G     0.9807      1.619     0.6673      1.235          6        640:  44%|████▍     | 230/519 [01:44<01:45,  2.75it/s]
      32/80      0.94G     0.9807      1.619     0.6673      1.235          6        640:  45%|████▍     | 231/519 [01:44<01:33,  3.07it/s]
      32/80      0.94G     0.9802       1.62     0.6666      1.235         10        640:  45%|████▍     | 231/519 [01:45<01:33,  3.07it/s]
      32/80      0.94G     0.9802       1.62     0.6666      1.235         10        640:  45%|████▍     | 232/519 [01:45<02:24,  1.99it/s]
      32/80      0.94G     0.9803       1.62     0.6664      1.235         10        640:  45%|████▍     | 232/519 [01:45<02:24,  1.99it/s]
      32/80      0.94G     0.9803       1.62     0.6664      1.235         10        640:  45%|████▍     | 233/519 [01:45<01:57,  2.43it/s]
      32/80      0.94G     0.9808      1.619      0.666      1.235         12        640:  45%|████▍     | 233/519 [01:45<01:57,  2.43it/s]
      32/80      0.94G     0.9808      1.619      0.666      1.235         12        640:  45%|████▌     | 234/519 [01:45<01:43,  2.75it/s]
      32/80      0.94G     0.9794      1.616     0.6652      1.234          6        640:  45%|████▌     | 234/519 [01:45<01:43,  2.75it/s]
      32/80      0.94G     0.9794      1.616     0.6652      1.234          6        640:  45%|████▌     | 235/519 [01:45<01:33,  3.02it/s]
      32/80      0.94G       0.98      1.617     0.6665      1.234          9        640:  45%|████▌     | 235/519 [01:47<01:33,  3.02it/s]
      32/80      0.94G       0.98      1.617     0.6665      1.234          9        640:  45%|████▌     | 236/519 [01:47<02:44,  1.72it/s]
      32/80      0.94G      0.981      1.623     0.6682      1.235          8        640:  45%|████▌     | 236/519 [01:47<02:44,  1.72it/s]
      32/80      0.94G      0.981      1.623     0.6682      1.235          8        640:  46%|████▌     | 237/519 [01:47<02:15,  2.07it/s]
      32/80      0.94G     0.9795      1.621     0.6671      1.234         11        640:  46%|████▌     | 237/519 [01:47<02:15,  2.07it/s]
      32/80      0.94G     0.9795      1.621     0.6671      1.234         11        640:  46%|████▌     | 238/519 [01:47<01:57,  2.39it/s]
      32/80      0.94G     0.9804      1.621     0.6666      1.234         13        640:  46%|████▌     | 238/519 [01:47<01:57,  2.39it/s]
      32/80      0.94G     0.9804      1.621     0.6666      1.234         13        640:  46%|████▌     | 239/519 [01:47<01:40,  2.79it/s]
      32/80      0.94G     0.9814      1.621     0.6671      1.234         12        640:  46%|████▌     | 239/519 [01:49<01:40,  2.79it/s]
      32/80      0.94G     0.9814      1.621     0.6671      1.234         12        640:  46%|████▌     | 240/519 [01:49<02:43,  1.71it/s]
      32/80      0.94G     0.9796      1.619      0.666      1.234          8        640:  46%|████▌     | 240/519 [01:49<02:43,  1.71it/s]
      32/80      0.94G     0.9796      1.619      0.666      1.234          8        640:  46%|████▋     | 241/519 [01:49<02:10,  2.13it/s]
      32/80      0.94G     0.9811       1.62     0.6664      1.234          8        640:  46%|████▋     | 241/519 [01:49<02:10,  2.13it/s]
      32/80      0.94G     0.9811       1.62     0.6664      1.234          8        640:  47%|████▋     | 242/519 [01:49<01:48,  2.55it/s]
      32/80      0.94G     0.9806       1.62     0.6659      1.233         12        640:  47%|████▋     | 242/519 [01:49<01:48,  2.55it/s]
      32/80      0.94G     0.9806       1.62     0.6659      1.233         12        640:  47%|████▋     | 243/519 [01:49<01:29,  3.07it/s]
      32/80      0.94G     0.9796      1.619     0.6666      1.234          8        640:  47%|████▋     | 243/519 [01:51<01:29,  3.07it/s]
      32/80      0.94G     0.9796      1.619     0.6666      1.234          8        640:  47%|████▋     | 244/519 [01:51<03:05,  1.48it/s]
      32/80      0.94G     0.9812      1.619     0.6676      1.235         10        640:  47%|████▋     | 244/519 [01:51<03:05,  1.48it/s]
      32/80      0.94G     0.9812      1.619     0.6676      1.235         10        640:  47%|████▋     | 245/519 [01:51<02:17,  1.99it/s]
      32/80      0.94G     0.9824      1.619     0.6679      1.236         10        640:  47%|████▋     | 245/519 [01:51<02:17,  1.99it/s]
      32/80      0.94G     0.9824      1.619     0.6679      1.236         10        640:  47%|████▋     | 246/519 [01:51<01:52,  2.42it/s]
      32/80      0.94G     0.9818      1.618     0.6674      1.235         12        640:  47%|████▋     | 246/519 [01:51<01:52,  2.42it/s]
      32/80      0.94G     0.9818      1.618     0.6674      1.235         12        640:  48%|████▊     | 247/519 [01:51<01:38,  2.77it/s]
      32/80      0.94G     0.9818      1.617     0.6667      1.235         13        640:  48%|████▊     | 247/519 [01:53<01:38,  2.77it/s]
      32/80      0.94G     0.9818      1.617     0.6667      1.235         13        640:  48%|████▊     | 248/519 [01:53<03:01,  1.49it/s]
      32/80      0.94G     0.9816      1.615     0.6658      1.235          9        640:  48%|████▊     | 248/519 [01:53<03:01,  1.49it/s]
      32/80      0.94G     0.9816      1.615     0.6658      1.235          9        640:  48%|████▊     | 249/519 [01:53<02:24,  1.87it/s]
      32/80      0.94G     0.9844      1.623     0.6673      1.238          9        640:  48%|████▊     | 249/519 [01:53<02:24,  1.87it/s]
      32/80      0.94G     0.9844      1.623     0.6673      1.238          9        640:  48%|████▊     | 250/519 [01:53<01:55,  2.32it/s]
      32/80      0.94G     0.9844      1.622     0.6669      1.238          8        640:  48%|████▊     | 250/519 [01:53<01:55,  2.32it/s]
      32/80      0.94G     0.9844      1.622     0.6669      1.238          8        640:  48%|████▊     | 251/519 [01:53<01:45,  2.54it/s]
      32/80      0.94G     0.9838       1.62     0.6667      1.237          9        640:  48%|████▊     | 251/519 [01:54<01:45,  2.54it/s]
      32/80      0.94G     0.9838       1.62     0.6667      1.237          9        640:  49%|████▊     | 252/519 [01:54<02:40,  1.67it/s]
      32/80      0.94G     0.9827      1.618     0.6655      1.236          9        640:  49%|████▊     | 252/519 [01:55<02:40,  1.67it/s]
      32/80      0.94G     0.9827      1.618     0.6655      1.236          9        640:  49%|████▊     | 253/519 [01:55<02:08,  2.08it/s]
      32/80      0.94G     0.9848      1.618     0.6656      1.238          6        640:  49%|████▊     | 253/519 [01:55<02:08,  2.08it/s]
      32/80      0.94G     0.9848      1.618     0.6656      1.238          6        640:  49%|████▉     | 254/519 [01:55<01:50,  2.39it/s]
      32/80      0.94G     0.9841      1.618     0.6653      1.238          8        640:  49%|████▉     | 254/519 [01:55<01:50,  2.39it/s]
      32/80      0.94G     0.9841      1.618     0.6653      1.238          8        640:  49%|████▉     | 255/519 [01:55<01:37,  2.71it/s]
      32/80      0.94G     0.9849       1.62     0.6663      1.239          8        640:  49%|████▉     | 255/519 [01:56<01:37,  2.71it/s]
      32/80      0.94G     0.9849       1.62     0.6663      1.239          8        640:  49%|████▉     | 256/519 [01:56<02:43,  1.61it/s]
      32/80      0.94G     0.9851      1.621     0.6668      1.239          5        640:  49%|████▉     | 256/519 [01:56<02:43,  1.61it/s]
      32/80      0.94G     0.9851      1.621     0.6668      1.239          5        640:  50%|████▉     | 257/519 [01:56<02:09,  2.03it/s]
      32/80      0.94G     0.9838      1.619     0.6659      1.238          9        640:  50%|████▉     | 257/519 [01:57<02:09,  2.03it/s]
      32/80      0.94G     0.9838      1.619     0.6659      1.238          9        640:  50%|████▉     | 258/519 [01:57<01:47,  2.44it/s]
      32/80      0.94G     0.9846      1.621     0.6665      1.238          9        640:  50%|████▉     | 258/519 [01:57<01:47,  2.44it/s]
      32/80      0.94G     0.9846      1.621     0.6665      1.238          9        640:  50%|████▉     | 259/519 [01:57<01:34,  2.75it/s]
      32/80      0.94G     0.9843      1.619     0.6658      1.238         10        640:  50%|████▉     | 259/519 [01:58<01:34,  2.75it/s]
      32/80      0.94G     0.9843      1.619     0.6658      1.238         10        640:  50%|█████     | 260/519 [01:58<02:53,  1.49it/s]
      32/80      0.94G     0.9838      1.619     0.6656      1.237         13        640:  50%|█████     | 260/519 [01:58<02:53,  1.49it/s]
      32/80      0.94G     0.9838      1.619     0.6656      1.237         13        640:  50%|█████     | 261/519 [01:58<02:16,  1.90it/s]
      32/80      0.94G     0.9837      1.619     0.6656      1.237          7        640:  50%|█████     | 261/519 [01:59<02:16,  1.90it/s]
      32/80      0.94G     0.9837      1.619     0.6656      1.237          7        640:  50%|█████     | 262/519 [01:59<01:55,  2.23it/s]
      32/80      0.94G     0.9839      1.619     0.6654      1.237         11        640:  50%|█████     | 262/519 [01:59<01:55,  2.23it/s]
      32/80      0.94G     0.9839      1.619     0.6654      1.237         11        640:  51%|█████     | 263/519 [01:59<01:41,  2.52it/s]
      32/80      0.94G     0.9843      1.617     0.6654      1.237         12        640:  51%|█████     | 263/519 [02:00<01:41,  2.52it/s]
      32/80      0.94G     0.9843      1.617     0.6654      1.237         12        640:  51%|█████     | 264/519 [02:00<01:53,  2.24it/s]
      32/80      0.94G     0.9839      1.617     0.6651      1.237         15        640:  51%|█████     | 264/519 [02:00<01:53,  2.24it/s]
      32/80      0.94G     0.9839      1.617     0.6651      1.237         15        640:  51%|█████     | 265/519 [02:00<01:40,  2.52it/s]
      32/80      0.94G     0.9841      1.618     0.6667      1.237          7        640:  51%|█████     | 265/519 [02:00<01:40,  2.52it/s]
      32/80      0.94G     0.9841      1.618     0.6667      1.237          7        640:  51%|█████▏    | 266/519 [02:00<01:24,  3.00it/s]
      32/80      0.94G     0.9848       1.62     0.6672      1.237         11        640:  51%|█████▏    | 266/519 [02:00<01:24,  3.00it/s]
      32/80      0.94G     0.9848       1.62     0.6672      1.237         11        640:  51%|█████▏    | 267/519 [02:00<01:15,  3.34it/s]
      32/80      0.94G     0.9844      1.619     0.6678      1.237          7        640:  51%|█████▏    | 267/519 [02:02<01:15,  3.34it/s]
      32/80      0.94G     0.9844      1.619     0.6678      1.237          7        640:  52%|█████▏    | 268/519 [02:02<02:53,  1.45it/s]
      32/80      0.94G     0.9837      1.618     0.6674      1.238          7        640:  52%|█████▏    | 268/519 [02:02<02:53,  1.45it/s]
      32/80      0.94G     0.9837      1.618     0.6674      1.238          7        640:  52%|█████▏    | 269/519 [02:02<02:17,  1.82it/s]
      32/80      0.94G     0.9833      1.618     0.6676      1.238          8        640:  52%|█████▏    | 269/519 [02:02<02:17,  1.82it/s]
      32/80      0.94G     0.9833      1.618     0.6676      1.238          8        640:  52%|█████▏    | 270/519 [02:02<01:46,  2.33it/s]
      32/80      0.94G     0.9842      1.617     0.6674      1.238         12        640:  52%|█████▏    | 270/519 [02:03<01:46,  2.33it/s]
      32/80      0.94G     0.9842      1.617     0.6674      1.238         12        640:  52%|█████▏    | 271/519 [02:03<01:33,  2.65it/s]
      32/80      0.94G     0.9836      1.616     0.6667      1.238         11        640:  52%|█████▏    | 271/519 [02:04<01:33,  2.65it/s]
      32/80      0.94G     0.9836      1.616     0.6667      1.238         11        640:  52%|█████▏    | 272/519 [02:04<02:47,  1.47it/s]
      32/80      0.94G     0.9834      1.614     0.6667      1.238         11        640:  52%|█████▏    | 272/519 [02:04<02:47,  1.47it/s]
      32/80      0.94G     0.9834      1.614     0.6667      1.238         11        640:  53%|█████▎    | 273/519 [02:04<02:09,  1.90it/s]
      32/80      0.94G     0.9828      1.614     0.6664      1.238         12        640:  53%|█████▎    | 273/519 [02:04<02:09,  1.90it/s]
      32/80      0.94G     0.9828      1.614     0.6664      1.238         12        640:  53%|█████▎    | 274/519 [02:04<01:47,  2.29it/s]
      32/80      0.94G     0.9832      1.615     0.6664      1.238         10        640:  53%|█████▎    | 274/519 [02:05<01:47,  2.29it/s]
      32/80      0.94G     0.9832      1.615     0.6664      1.238         10        640:  53%|█████▎    | 275/519 [02:05<01:30,  2.69it/s]
      32/80      0.94G     0.9823      1.614     0.6657      1.237          9        640:  53%|█████▎    | 275/519 [02:06<01:30,  2.69it/s]
      32/80      0.94G     0.9823      1.614     0.6657      1.237          9        640:  53%|█████▎    | 276/519 [02:06<02:23,  1.69it/s]
      32/80      0.94G     0.9827      1.615     0.6663      1.238         10        640:  53%|█████▎    | 276/519 [02:06<02:23,  1.69it/s]
      32/80      0.94G     0.9827      1.615     0.6663      1.238         10        640:  53%|█████▎    | 277/519 [02:06<01:55,  2.10it/s]
      32/80      0.94G     0.9835      1.616     0.6662      1.238         11        640:  53%|█████▎    | 277/519 [02:06<01:55,  2.10it/s]
      32/80      0.94G     0.9835      1.616     0.6662      1.238         11        640:  54%|█████▎    | 278/519 [02:06<01:39,  2.42it/s]
      32/80      0.94G     0.9829      1.616     0.6656      1.237          8        640:  54%|█████▎    | 278/519 [02:06<01:39,  2.42it/s]
      32/80      0.94G     0.9829      1.616     0.6656      1.237          8        640:  54%|█████▍    | 279/519 [02:06<01:29,  2.68it/s]
      32/80      0.94G     0.9832      1.616     0.6663      1.238          9        640:  54%|█████▍    | 279/519 [02:08<01:29,  2.68it/s]
      32/80      0.94G     0.9832      1.616     0.6663      1.238          9        640:  54%|█████▍    | 280/519 [02:08<02:34,  1.54it/s]
      32/80      0.94G     0.9828      1.615     0.6658      1.237         14        640:  54%|█████▍    | 280/519 [02:08<02:34,  1.54it/s]
      32/80      0.94G     0.9844      1.616     0.6673      1.238          7        640:  54%|█████▍    | 280/519 [02:08<02:34,  1.54it/s]
      32/80      0.94G     0.9844      1.616     0.6673      1.238          7        640:  54%|█████▍    | 282/519 [02:08<01:30,  2.61it/s]
      32/80      0.94G     0.9842      1.616     0.6669      1.238         10        640:  54%|█████▍    | 282/519 [02:08<01:30,  2.61it/s]
      32/80      0.94G     0.9842      1.616     0.6669      1.238         10        640:  55%|█████▍    | 283/519 [02:08<01:18,  3.02it/s]
      32/80      0.94G     0.9832      1.614      0.666      1.237          9        640:  55%|█████▍    | 283/519 [02:09<01:18,  3.02it/s]
      32/80      0.94G     0.9832      1.614      0.666      1.237          9        640:  55%|█████▍    | 284/519 [02:09<02:00,  1.95it/s]
      32/80      0.94G     0.9825      1.613      0.666      1.237          7        640:  55%|█████▍    | 284/519 [02:09<02:00,  1.95it/s]
      32/80      0.94G     0.9825      1.613      0.666      1.237          7        640:  55%|█████▍    | 285/519 [02:09<01:39,  2.36it/s]
      32/80      0.94G      0.984      1.616     0.6663      1.238          8        640:  55%|█████▍    | 285/519 [02:09<01:39,  2.36it/s]
      32/80      0.94G      0.984      1.616     0.6663      1.238          8        640:  55%|█████▌    | 286/519 [02:09<01:24,  2.77it/s]
      32/80      0.94G     0.9842      1.617     0.6666      1.239         11        640:  55%|█████▌    | 286/519 [02:10<01:24,  2.77it/s]
      32/80      0.94G     0.9842      1.617     0.6666      1.239         11        640:  55%|█████▌    | 287/519 [02:10<01:15,  3.08it/s]
      32/80      0.94G     0.9849      1.617     0.6665      1.239          9        640:  55%|█████▌    | 287/519 [02:11<01:15,  3.08it/s]
      32/80      0.94G     0.9849      1.617     0.6665      1.239          9        640:  55%|█████▌    | 288/519 [02:11<02:17,  1.68it/s]
      32/80      0.94G     0.9845      1.616     0.6669      1.239         15        640:  55%|█████▌    | 288/519 [02:11<02:17,  1.68it/s]
      32/80      0.94G     0.9845      1.616     0.6669      1.239         15        640:  56%|█████▌    | 289/519 [02:11<01:50,  2.08it/s]
      32/80      0.94G     0.9842      1.616     0.6672      1.238         12        640:  56%|█████▌    | 289/519 [02:11<01:50,  2.08it/s]
      32/80      0.94G     0.9842      1.616     0.6672      1.238         12        640:  56%|█████▌    | 290/519 [02:11<01:32,  2.49it/s]
      32/80      0.94G     0.9837      1.616     0.6663      1.238          7        640:  56%|█████▌    | 290/519 [02:12<01:32,  2.49it/s]
      32/80      0.94G     0.9837      1.616     0.6663      1.238          7        640:  56%|█████▌    | 291/519 [02:12<01:21,  2.80it/s]
      32/80      0.94G     0.9828      1.613     0.6655      1.237          8        640:  56%|█████▌    | 291/519 [02:13<01:21,  2.80it/s]
      32/80      0.94G     0.9828      1.613     0.6655      1.237          8        640:  56%|█████▋    | 292/519 [02:13<02:54,  1.30it/s]
      32/80      0.94G     0.9832      1.613     0.6657      1.237          9        640:  56%|█████▋    | 292/519 [02:13<02:54,  1.30it/s]
      32/80      0.94G     0.9832      1.613     0.6657      1.237          9        640:  56%|█████▋    | 293/519 [02:13<02:15,  1.67it/s]
      32/80      0.94G     0.9854      1.615     0.6667      1.239         13        640:  56%|█████▋    | 293/519 [02:14<02:15,  1.67it/s]
      32/80      0.94G     0.9854      1.615     0.6667      1.239         13        640:  57%|█████▋    | 294/519 [02:14<01:49,  2.06it/s]
      32/80      0.94G     0.9878      1.616     0.6691      1.241          4        640:  57%|█████▋    | 294/519 [02:14<01:49,  2.06it/s]
      32/80      0.94G     0.9878      1.616     0.6691      1.241          4        640:  57%|█████▋    | 295/519 [02:14<01:33,  2.39it/s]
      32/80      0.94G     0.9886      1.614     0.6689      1.243          9        640:  57%|█████▋    | 295/519 [02:15<01:33,  2.39it/s]
      32/80      0.94G     0.9886      1.614     0.6689      1.243          9        640:  57%|█████▋    | 296/519 [02:15<02:11,  1.70it/s]
      32/80      0.94G     0.9879      1.616      0.669      1.243          7        640:  57%|█████▋    | 296/519 [02:15<02:11,  1.70it/s]
      32/80      0.94G     0.9879      1.616      0.669      1.243          7        640:  57%|█████▋    | 297/519 [02:15<01:46,  2.09it/s]
      32/80      0.94G     0.9872      1.616     0.6688      1.242         12        640:  57%|█████▋    | 297/519 [02:15<01:46,  2.09it/s]
      32/80      0.94G     0.9872      1.616     0.6688      1.242         12        640:  57%|█████▋    | 298/519 [02:15<01:26,  2.55it/s]
      32/80      0.94G     0.9874      1.615     0.6688      1.242          7        640:  57%|█████▋    | 298/519 [02:16<01:26,  2.55it/s]
      32/80      0.94G     0.9874      1.615     0.6688      1.242          7        640:  58%|█████▊    | 299/519 [02:16<01:17,  2.84it/s]
      32/80      0.94G     0.9862      1.613     0.6682      1.241          6        640:  58%|█████▊    | 299/519 [02:16<01:17,  2.84it/s]
      32/80      0.94G     0.9862      1.613     0.6682      1.241          6        640:  58%|█████▊    | 300/519 [02:16<01:23,  2.63it/s]
      32/80      0.94G     0.9859      1.613     0.6683       1.24         11        640:  58%|█████▊    | 300/519 [02:16<01:23,  2.63it/s]
      32/80      0.94G     0.9859      1.613     0.6683       1.24         11        640:  58%|█████▊    | 301/519 [02:16<01:16,  2.85it/s]
      32/80      0.94G     0.9856      1.612     0.6685       1.24          9        640:  58%|█████▊    | 301/519 [02:17<01:16,  2.85it/s]
      32/80      0.94G     0.9856      1.612     0.6685       1.24          9        640:  58%|█████▊    | 302/519 [02:17<01:05,  3.30it/s]
      32/80      0.94G     0.9863      1.615     0.6697      1.241         13        640:  58%|█████▊    | 302/519 [02:17<01:05,  3.30it/s]
      32/80      0.94G     0.9863      1.615     0.6697      1.241         13        640:  58%|█████▊    | 303/519 [02:17<01:00,  3.55it/s]
      32/80      0.94G     0.9861      1.615     0.6697       1.24          9        640:  58%|█████▊    | 303/519 [02:18<01:00,  3.55it/s]
      32/80      0.94G     0.9861      1.615     0.6697       1.24          9        640:  59%|█████▊    | 304/519 [02:18<01:48,  1.98it/s]
      32/80      0.94G     0.9855      1.615     0.6689       1.24         14        640:  59%|█████▊    | 304/519 [02:18<01:48,  1.98it/s]
      32/80      0.94G     0.9855      1.615     0.6689       1.24         14        640:  59%|█████▉    | 305/519 [02:18<01:28,  2.41it/s]
      32/80      0.94G     0.9847      1.614     0.6685       1.24         11        640:  59%|█████▉    | 305/519 [02:18<01:28,  2.41it/s]
      32/80      0.94G     0.9847      1.614     0.6685       1.24         11        640:  59%|█████▉    | 306/519 [02:18<01:18,  2.73it/s]
      32/80      0.94G     0.9835      1.614     0.6682      1.239          7        640:  59%|█████▉    | 306/519 [02:18<01:18,  2.73it/s]
      32/80      0.94G     0.9835      1.614     0.6682      1.239          7        640:  59%|█████▉    | 307/519 [02:18<01:08,  3.08it/s]
      32/80      0.94G     0.9844      1.614     0.6684       1.24         11        640:  59%|█████▉    | 307/519 [02:20<01:08,  3.08it/s]
      32/80      0.94G     0.9844      1.614     0.6684       1.24         11        640:  59%|█████▉    | 308/519 [02:20<02:02,  1.72it/s]
      32/80      0.94G     0.9844      1.614     0.6685      1.239         12        640:  59%|█████▉    | 308/519 [02:20<02:02,  1.72it/s]
      32/80      0.94G     0.9844      1.614     0.6685      1.239         12        640:  60%|█████▉    | 309/519 [02:20<01:40,  2.09it/s]
      32/80      0.94G     0.9843      1.614     0.6681      1.239         14        640:  60%|█████▉    | 309/519 [02:20<01:40,  2.09it/s]
      32/80      0.94G     0.9843      1.614     0.6681      1.239         14        640:  60%|█████▉    | 310/519 [02:20<01:26,  2.42it/s]
      32/80      0.94G     0.9838      1.613      0.668      1.238         12        640:  60%|█████▉    | 310/519 [02:20<01:26,  2.42it/s]
      32/80      0.94G     0.9838      1.613      0.668      1.238         12        640:  60%|█████▉    | 311/519 [02:20<01:16,  2.71it/s]
      32/80      0.94G     0.9849      1.612     0.6684      1.239          9        640:  60%|█████▉    | 311/519 [02:21<01:16,  2.71it/s]
      32/80      0.94G     0.9849      1.612     0.6684      1.239          9        640:  60%|██████    | 312/519 [02:21<01:47,  1.93it/s]
      32/80      0.94G     0.9858      1.613     0.6688      1.239         10        640:  60%|██████    | 312/519 [02:22<01:47,  1.93it/s]
      32/80      0.94G     0.9858      1.613     0.6688      1.239         10        640:  60%|██████    | 313/519 [02:22<01:29,  2.31it/s]
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      32/80      0.94G     0.9871       1.63      0.667      1.239         12        640:  69%|██████▉   | 357/519 [02:42<01:06,  2.44it/s]
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      32/80      0.94G     0.9876      1.624     0.6695       1.24         15        640:  84%|████████▍ | 436/519 [03:19<00:33,  2.46it/s]
      32/80      0.94G     0.9876      1.624     0.6695       1.24         15        640:  84%|████████▍ | 437/519 [03:19<00:32,  2.51it/s]
      32/80      0.94G     0.9879      1.625     0.6705       1.24         10        640:  84%|████████▍ | 437/519 [03:19<00:32,  2.51it/s]
      32/80      0.94G     0.9879      1.625     0.6705       1.24         10        640:  84%|████████▍ | 438/519 [03:19<00:28,  2.86it/s]
      32/80      0.94G     0.9887      1.627     0.6703      1.242         10        640:  84%|████████▍ | 438/519 [03:20<00:28,  2.86it/s]
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      32/80      0.94G     0.9913      1.628     0.6719      1.242          7        640:  86%|████████▌ | 444/519 [03:24<01:00,  1.24it/s]
      32/80      0.94G     0.9913      1.628     0.6719      1.242          7        640:  86%|████████▌ | 445/519 [03:24<00:46,  1.58it/s]
      32/80      0.94G     0.9909      1.628     0.6716      1.242         11        640:  86%|████████▌ | 445/519 [03:24<00:46,  1.58it/s]
      32/80      0.94G     0.9909      1.628     0.6716      1.242         11        640:  86%|████████▌ | 446/519 [03:24<00:36,  1.98it/s]
      32/80      0.94G     0.9905      1.627     0.6714      1.242         12        640:  86%|████████▌ | 446/519 [03:24<00:36,  1.98it/s]
      32/80      0.94G     0.9905      1.627     0.6714      1.242         12        640:  86%|████████▌ | 447/519 [03:24<00:30,  2.35it/s]
      32/80      0.94G     0.9899      1.626     0.6711      1.241         12        640:  86%|████████▌ | 447/519 [03:25<00:30,  2.35it/s]
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      32/80      0.94G     0.9893      1.626     0.6705      1.241          9        640:  86%|████████▋ | 448/519 [03:26<00:48,  1.45it/s]
      32/80      0.94G     0.9893      1.626     0.6705      1.241          9        640:  87%|████████▋ | 449/519 [03:26<00:38,  1.80it/s]
      32/80      0.94G     0.9893      1.625     0.6704      1.241         14        640:  87%|████████▋ | 449/519 [03:26<00:38,  1.80it/s]
      32/80      0.94G     0.9893      1.625     0.6704      1.241         14        640:  87%|████████▋ | 450/519 [03:26<00:30,  2.24it/s]
      32/80      0.94G     0.9886      1.625     0.6706       1.24         10        640:  87%|████████▋ | 450/519 [03:26<00:30,  2.24it/s]
      32/80      0.94G     0.9886      1.625     0.6706       1.24         10        640:  87%|████████▋ | 451/519 [03:26<00:26,  2.54it/s]
      32/80      0.94G     0.9889      1.625     0.6706      1.241          9        640:  87%|████████▋ | 451/519 [03:27<00:26,  2.54it/s]
      32/80      0.94G     0.9889      1.625     0.6706      1.241          9        640:  87%|████████▋ | 452/519 [03:27<00:33,  1.97it/s]
      32/80      0.94G     0.9888      1.625     0.6703       1.24         16        640:  87%|████████▋ | 452/519 [03:27<00:33,  1.97it/s]
      32/80      0.94G     0.9888      1.625     0.6703       1.24         16        640:  87%|████████▋ | 453/519 [03:27<00:28,  2.35it/s]
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      32/80      0.94G     0.9886      1.625     0.6696       1.24         11        640:  88%|████████▊ | 455/519 [03:28<00:21,  3.01it/s]
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      32/80      0.94G     0.9876      1.624     0.6687       1.24          7        640:  88%|████████▊ | 459/519 [03:29<00:17,  3.36it/s]
      32/80      0.94G     0.9874      1.623     0.6686       1.24          8        640:  88%|████████▊ | 459/519 [03:30<00:17,  3.36it/s]
      32/80      0.94G     0.9874      1.623     0.6686       1.24          8        640:  89%|████████▊ | 460/519 [03:30<00:33,  1.75it/s]
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      32/80      0.94G     0.9878      1.626     0.6677       1.24          7        640:  90%|█████████ | 469/519 [03:35<00:21,  2.33it/s]
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      32/80      0.94G     0.9871      1.625     0.6671       1.24          7        640:  91%|█████████ | 473/519 [03:37<00:17,  2.68it/s]
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      32/80      0.94G     0.9876      1.624     0.6669      1.241          6        640:  91%|█████████▏| 474/519 [03:37<00:23,  1.90it/s]
      32/80      0.94G     0.9876      1.624     0.6669      1.241          6        640:  92%|█████████▏| 475/519 [03:37<00:19,  2.20it/s]
      32/80      0.94G     0.9874      1.623     0.6665       1.24         10        640:  92%|█████████▏| 475/519 [03:37<00:19,  2.20it/s]
      32/80      0.94G     0.9874      1.623     0.6665       1.24         10        640:  92%|█████████▏| 476/519 [03:37<00:17,  2.51it/s]
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      32/80      0.94G     0.9865      1.622     0.6657      1.239         11        640:  92%|█████████▏| 477/519 [03:39<00:14,  2.84it/s]
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      32/80      0.94G     0.9868      1.623     0.6662      1.239          9        640:  92%|█████████▏| 479/519 [03:39<00:19,  2.09it/s]
      32/80      0.94G      0.987      1.623     0.6661      1.239         14        640:  92%|█████████▏| 479/519 [03:39<00:19,  2.09it/s]
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      32/80      0.94G     0.9864      1.622     0.6659      1.239          5        640:  93%|█████████▎| 481/519 [03:40<00:14,  2.56it/s]
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      32/80      0.94G     0.9864      1.623     0.6653      1.238         12        640:  93%|█████████▎| 482/519 [03:41<00:24,  1.51it/s]
      32/80      0.94G     0.9861      1.622     0.6653      1.238         11        640:  93%|█████████▎| 482/519 [03:41<00:24,  1.51it/s]
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      32/80      0.94G     0.9872      1.624     0.6658      1.239          9        640:  94%|█████████▎| 486/519 [03:43<00:18,  1.80it/s]
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      32/80      0.94G     0.9872      1.623     0.6656      1.239          6        640:  94%|█████████▍| 487/519 [03:43<00:15,  2.08it/s]
      32/80      0.94G     0.9872      1.623     0.6656      1.239          6        640:  94%|█████████▍| 488/519 [03:43<00:12,  2.42it/s]
      32/80      0.94G      0.988      1.623     0.6657      1.239          8        640:  94%|█████████▍| 488/519 [03:43<00:12,  2.42it/s]
      32/80      0.94G      0.988      1.623     0.6657      1.239          8        640:  94%|█████████▍| 489/519 [03:43<00:11,  2.72it/s]
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      32/80      0.94G     0.9879      1.623     0.6659      1.239         12        640:  94%|█████████▍| 490/519 [03:44<00:14,  1.98it/s]
      32/80      0.94G     0.9874      1.622     0.6657      1.239         11        640:  94%|█████████▍| 490/519 [03:44<00:14,  1.98it/s]
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      32/80      0.94G     0.9871       1.62     0.6656      1.239          6        640:  95%|█████████▍| 492/519 [03:45<00:11,  2.30it/s]
      32/80      0.94G     0.9871       1.62     0.6656      1.239          6        640:  95%|█████████▍| 493/519 [03:45<00:09,  2.69it/s]
      32/80      0.94G     0.9875      1.621     0.6656       1.24          8        640:  95%|█████████▍| 493/519 [03:46<00:09,  2.69it/s]
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      32/80      0.94G     0.9867      1.619     0.6654      1.239          9        640:  96%|█████████▌| 498/519 [03:48<00:10,  2.08it/s]
      32/80      0.94G     0.9863      1.618     0.6653      1.239         14        640:  96%|█████████▌| 498/519 [03:48<00:10,  2.08it/s]
      32/80      0.94G     0.9863      1.618     0.6653      1.239         14        640:  96%|█████████▌| 499/519 [03:48<00:08,  2.46it/s]
      32/80      0.94G     0.9866      1.619     0.6654      1.239         11        640:  96%|█████████▌| 499/519 [03:50<00:08,  2.46it/s]
      32/80      0.94G     0.9866      1.619     0.6654      1.239         11        640:  96%|█████████▋| 500/519 [03:50<00:13,  1.37it/s]
      32/80      0.94G      0.987      1.619     0.6659      1.239         12        640:  96%|█████████▋| 500/519 [03:50<00:13,  1.37it/s]
      32/80      0.94G      0.987      1.619     0.6659      1.239         12        640:  97%|█████████▋| 501/519 [03:50<00:10,  1.76it/s]
      32/80      0.94G     0.9865      1.618     0.6653      1.239          8        640:  97%|█████████▋| 501/519 [03:50<00:10,  1.76it/s]
      32/80      0.94G     0.9865      1.618     0.6653      1.239          8        640:  97%|█████████▋| 502/519 [03:50<00:07,  2.16it/s]
      32/80      0.94G     0.9865      1.617     0.6652      1.239         14        640:  97%|█████████▋| 502/519 [03:50<00:07,  2.16it/s]
      32/80      0.94G     0.9865      1.617     0.6652      1.239         14        640:  97%|█████████▋| 503/519 [03:50<00:06,  2.53it/s]
      32/80      0.94G     0.9866      1.618      0.665      1.239         11        640:  97%|█████████▋| 503/519 [03:51<00:06,  2.53it/s]
      32/80      0.94G     0.9866      1.618      0.665      1.239         11        640:  97%|█████████▋| 504/519 [03:51<00:09,  1.53it/s]
      32/80      0.94G     0.9869      1.619     0.6656      1.239         12        640:  97%|█████████▋| 504/519 [03:52<00:09,  1.53it/s]
      32/80      0.94G     0.9869      1.619     0.6656      1.239         12        640:  97%|█████████▋| 505/519 [03:52<00:07,  1.96it/s]
      32/80      0.94G     0.9876       1.62     0.6656      1.239         11        640:  97%|█████████▋| 505/519 [03:52<00:07,  1.96it/s]
      32/80      0.94G     0.9876       1.62     0.6656      1.239         11        640:  97%|█████████▋| 506/519 [03:52<00:05,  2.39it/s]
      32/80      0.94G     0.9873       1.62     0.6657      1.239         10        640:  97%|█████████▋| 506/519 [03:52<00:05,  2.39it/s]
      32/80      0.94G     0.9873       1.62     0.6657      1.239         10        640:  98%|█████████▊| 507/519 [03:52<00:04,  2.67it/s]
      32/80      0.94G     0.9869      1.619     0.6654      1.238         12        640:  98%|█████████▊| 507/519 [03:53<00:04,  2.67it/s]
      32/80      0.94G     0.9869      1.619     0.6654      1.238         12        640:  98%|█████████▊| 508/519 [03:53<00:04,  2.35it/s]
      32/80      0.94G     0.9866      1.619     0.6652      1.238          7        640:  98%|█████████▊| 508/519 [03:53<00:04,  2.35it/s]
      32/80      0.94G     0.9866      1.619     0.6652      1.238          7        640:  98%|█████████▊| 509/519 [03:53<00:03,  2.78it/s]
      32/80      0.94G     0.9878      1.622     0.6672       1.24          8        640:  98%|█████████▊| 509/519 [03:53<00:03,  2.78it/s]
      32/80      0.94G     0.9878      1.622     0.6672       1.24          8        640:  98%|█████████▊| 510/519 [03:53<00:02,  3.07it/s]
      32/80      0.94G     0.9878      1.621     0.6673      1.239         10        640:  98%|█████████▊| 510/519 [03:53<00:02,  3.07it/s]
      32/80      0.94G     0.9878      1.621     0.6673      1.239         10        640:  98%|█████████▊| 511/519 [03:53<00:02,  3.33it/s]
      32/80      0.94G     0.9876      1.622     0.6672      1.239          7        640:  98%|█████████▊| 511/519 [03:55<00:02,  3.33it/s]
      32/80      0.94G     0.9876      1.622     0.6672      1.239          7        640:  99%|█████████▊| 512/519 [03:55<00:04,  1.50it/s]
      32/80      0.94G     0.9878      1.621     0.6671       1.24         11        640:  99%|█████████▊| 512/519 [03:55<00:04,  1.50it/s]
      32/80      0.94G     0.9878      1.621     0.6671       1.24         11        640:  99%|█████████▉| 513/519 [03:55<00:03,  1.90it/s]
      32/80      0.94G     0.9882      1.623      0.667       1.24          9        640:  99%|█████████▉| 513/519 [03:55<00:03,  1.90it/s]
      32/80      0.94G     0.9882      1.623      0.667       1.24          9        640:  99%|█████████▉| 514/519 [03:55<00:02,  2.25it/s]
      32/80      0.94G     0.9885      1.622     0.6672       1.24          9        640:  99%|█████████▉| 514/519 [03:56<00:02,  2.25it/s]
      32/80      0.94G     0.9885      1.622     0.6672       1.24          9        640:  99%|█████████▉| 515/519 [03:56<00:01,  2.61it/s]
      32/80      0.94G     0.9892      1.623     0.6672      1.241         10        640:  99%|█████████▉| 515/519 [03:56<00:01,  2.61it/s]
      32/80      0.94G     0.9892      1.623     0.6672      1.241         10        640:  99%|█████████▉| 516/519 [03:56<00:01,  2.71it/s]
      32/80      0.94G     0.9891      1.623     0.6672      1.241         11        640:  99%|█████████▉| 516/519 [03:56<00:01,  2.71it/s]
      32/80      0.94G      0.989      1.624     0.6671      1.241         11        640:  99%|█████████▉| 516/519 [03:56<00:01,  2.71it/s]
      32/80      0.94G      0.989      1.624     0.6671      1.241         11        640: 100%|█████████▉| 518/519 [03:56<00:00,  4.36it/s]
      32/80      0.94G     0.9898      1.624     0.6672      1.242          3        640: 100%|█████████▉| 518/519 [03:56<00:00,  4.36it/s]
      32/80      0.94G     0.9898      1.624     0.6672      1.242          3        640: 100%|██████████| 519/519 [03:56<00:00,  2.19it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:45,  6.33s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<03:00,  2.86s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:46,  1.72s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:10,  1.16s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:51,  1.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:45,  1.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:43,  1.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:38,  1.50it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:09<00:32,  1.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:27,  2.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:25,  2.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:24,  2.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:24,  2.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:24,  1.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:25,  1.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:23,  2.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:22,  2.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:24,  1.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:27,  1.59it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:21,  1.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:18,  2.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.88it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.53it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:05,  6.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:03,  6.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.53it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.60it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  5.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:02,  6.43it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.53it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  7.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:22<00:01,  8.75it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:00,  9.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  89%|████████▉ | 58/65 [00:22<00:00,  9.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  92%|█████████▏| 60/65 [00:22<00:00,  9.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:22<00:00,  9.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  98%|█████████▊| 64/65 [00:23<00:00,  9.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.79it/s]
+                   all        519        519      0.959      0.948       0.98      0.721      0.961       0.95      0.982      0.708
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
      33/80      0.94G     0.9335       1.68     0.6153      1.102         15        640:   0%|          | 0/519 [00:02<?, ?it/s]
      33/80      0.94G     0.9335       1.68     0.6153      1.102         15        640:   0%|          | 1/519 [00:02<25:52,  3.00s/it]
      33/80      0.94G      1.023      1.685     0.7373      1.267          9        640:   0%|          | 1/519 [00:03<25:52,  3.00s/it]
      33/80      0.94G      1.023      1.685     0.7373      1.267          9        640:   0%|          | 2/519 [00:03<11:38,  1.35s/it]
      33/80      0.94G     0.9405       1.57     0.6487      1.192         12        640:   0%|          | 2/519 [00:03<11:38,  1.35s/it]
      33/80      0.94G     0.9405       1.57     0.6487      1.192         12        640:   1%|          | 3/519 [00:03<07:16,  1.18it/s]
      33/80      0.94G      0.914      1.579     0.5988      1.209          9        640:   1%|          | 3/519 [00:03<07:16,  1.18it/s]
      33/80      0.94G      0.914      1.579     0.5988      1.209          9        640:   1%|          | 4/519 [00:03<05:09,  1.66it/s]
      33/80      0.94G     0.9508      1.707     0.6321      1.225          9        640:   1%|          | 4/519 [00:03<05:09,  1.66it/s]
      33/80      0.94G     0.9508      1.707     0.6321      1.225          9        640:   1%|          | 5/519 [00:03<04:07,  2.08it/s]
      33/80      0.94G     0.9448      1.659     0.6145      1.215          6        640:   1%|          | 5/519 [00:04<04:07,  2.08it/s]
      33/80      0.94G     0.9448      1.659     0.6145      1.215          6        640:   1%|          | 6/519 [00:04<05:32,  1.54it/s]
      33/80      0.94G     0.9171      1.679      0.585      1.193          9        640:   1%|          | 6/519 [00:05<05:32,  1.54it/s]
      33/80      0.94G     0.9171      1.679      0.585      1.193          9        640:   1%|▏         | 7/519 [00:05<04:26,  1.92it/s]
      33/80      0.94G     0.9368      1.628     0.5742      1.219          8        640:   1%|▏         | 7/519 [00:05<04:26,  1.92it/s]
      33/80      0.94G     0.9368      1.628     0.5742      1.219          8        640:   2%|▏         | 8/519 [00:05<03:43,  2.29it/s]
      33/80      0.94G     0.9674      1.627     0.5811      1.216         10        640:   2%|▏         | 8/519 [00:05<03:43,  2.29it/s]
      33/80      0.94G     0.9674      1.627     0.5811      1.216         10        640:   2%|▏         | 9/519 [00:05<04:00,  2.12it/s]
      33/80      0.94G     0.9611      1.586     0.5765      1.201          7        640:   2%|▏         | 9/519 [00:06<04:00,  2.12it/s]
      33/80      0.94G     0.9611      1.586     0.5765      1.201          7        640:   2%|▏         | 10/519 [00:06<03:16,  2.59it/s]
      33/80      0.94G     0.9659      1.604     0.5837      1.191         12        640:   2%|▏         | 10/519 [00:06<03:16,  2.59it/s]
      33/80      0.94G     0.9659      1.604     0.5837      1.191         12        640:   2%|▏         | 11/519 [00:06<03:41,  2.29it/s]
      33/80      0.94G     0.9777       1.68     0.5899      1.213          5        640:   2%|▏         | 11/519 [00:06<03:41,  2.29it/s]
      33/80      0.94G     0.9777       1.68     0.5899      1.213          5        640:   2%|▏         | 12/519 [00:06<03:05,  2.74it/s]
      33/80      0.94G     0.9891      1.666     0.5936      1.211         10        640:   2%|▏         | 12/519 [00:07<03:05,  2.74it/s]
      33/80      0.94G     0.9891      1.666     0.5936      1.211         10        640:   3%|▎         | 13/519 [00:07<03:15,  2.59it/s]
      33/80      0.94G     0.9712      1.613     0.5895      1.203          8        640:   3%|▎         | 13/519 [00:07<03:15,  2.59it/s]
      33/80      0.94G     0.9712      1.613     0.5895      1.203          8        640:   3%|▎         | 14/519 [00:07<03:53,  2.16it/s]
      33/80      0.94G     0.9822      1.662     0.6055      1.219          8        640:   3%|▎         | 14/519 [00:08<03:53,  2.16it/s]
      33/80      0.94G     0.9822      1.662     0.6055      1.219          8        640:   3%|▎         | 15/519 [00:08<03:16,  2.56it/s]
      33/80      0.94G     0.9726      1.642     0.5975      1.208         14        640:   3%|▎         | 15/519 [00:08<03:16,  2.56it/s]
      33/80      0.94G     0.9726      1.642     0.5975      1.208         14        640:   3%|▎         | 16/519 [00:08<02:52,  2.91it/s]
      33/80      0.94G     0.9714      1.644     0.5946      1.201         11        640:   3%|▎         | 16/519 [00:09<02:52,  2.91it/s]
      33/80      0.94G     0.9714      1.644     0.5946      1.201         11        640:   3%|▎         | 17/519 [00:09<03:42,  2.26it/s]
      33/80      0.94G     0.9856      1.629     0.5972      1.211          9        640:   3%|▎         | 17/519 [00:10<03:42,  2.26it/s]
      33/80      0.94G     0.9856      1.629     0.5972      1.211          9        640:   3%|▎         | 18/519 [00:10<06:01,  1.38it/s]
      33/80      0.94G     0.9911      1.623     0.5973      1.213         10        640:   3%|▎         | 18/519 [00:10<06:01,  1.38it/s]
      33/80      0.94G     0.9911      1.623     0.5973      1.213         10        640:   4%|▎         | 19/519 [00:10<04:48,  1.73it/s]
      33/80      0.94G     0.9944      1.632     0.5998      1.216         11        640:   4%|▎         | 19/519 [00:10<04:48,  1.73it/s]
      33/80      0.94G     0.9944      1.632     0.5998      1.216         11        640:   4%|▍         | 20/519 [00:10<03:56,  2.11it/s]
      33/80      0.94G      0.982      1.621     0.5956      1.206         12        640:   4%|▍         | 20/519 [00:11<03:56,  2.11it/s]
      33/80      0.94G      0.982      1.621     0.5956      1.206         12        640:   4%|▍         | 21/519 [00:11<03:24,  2.44it/s]
      33/80      0.94G     0.9814      1.606     0.5961      1.208         10        640:   4%|▍         | 21/519 [00:12<03:24,  2.44it/s]
      33/80      0.94G     0.9814      1.606     0.5961      1.208         10        640:   4%|▍         | 22/519 [00:12<05:16,  1.57it/s]
      33/80      0.94G     0.9881       1.62     0.6063       1.21         11        640:   4%|▍         | 22/519 [00:12<05:16,  1.57it/s]
      33/80      0.94G     0.9881       1.62     0.6063       1.21         11        640:   4%|▍         | 23/519 [00:12<04:19,  1.91it/s]
      33/80      0.94G     0.9823      1.613     0.6047      1.209         11        640:   4%|▍         | 23/519 [00:12<04:19,  1.91it/s]
      33/80      0.94G     0.9823      1.613     0.6047      1.209         11        640:   5%|▍         | 24/519 [00:12<03:36,  2.29it/s]
      33/80      0.94G     0.9833      1.608     0.6019      1.205         16        640:   5%|▍         | 24/519 [00:13<03:36,  2.29it/s]
      33/80      0.94G     0.9833      1.608     0.6019      1.205         16        640:   5%|▍         | 25/519 [00:13<03:11,  2.58it/s]
      33/80      0.94G     0.9799      1.598      0.597      1.201          9        640:   5%|▍         | 25/519 [00:14<03:11,  2.58it/s]
      33/80      0.94G     0.9799      1.598      0.597      1.201          9        640:   5%|▌         | 26/519 [00:14<05:37,  1.46it/s]
      33/80      0.94G     0.9815      1.591     0.5943      1.197          8        640:   5%|▌         | 26/519 [00:14<05:37,  1.46it/s]
      33/80      0.94G     0.9815      1.591     0.5943      1.197          8        640:   5%|▌         | 27/519 [00:14<04:29,  1.83it/s]
      33/80      0.94G     0.9811      1.585     0.5955      1.196          8        640:   5%|▌         | 27/519 [00:15<04:29,  1.83it/s]
      33/80      0.94G     0.9811      1.585     0.5955      1.196          8        640:   5%|▌         | 28/519 [00:15<03:48,  2.15it/s]
      33/80      0.94G     0.9821      1.587     0.5963      1.197         14        640:   5%|▌         | 28/519 [00:15<03:48,  2.15it/s]
      33/80      0.94G     0.9821      1.587     0.5963      1.197         14        640:   6%|▌         | 29/519 [00:15<03:17,  2.48it/s]
      33/80      0.94G     0.9926      1.603     0.6101      1.202          9        640:   6%|▌         | 29/519 [00:16<03:17,  2.48it/s]
      33/80      0.94G     0.9926      1.603     0.6101      1.202          9        640:   6%|▌         | 30/519 [00:16<06:10,  1.32it/s]
      33/80      0.94G     0.9912      1.613     0.6111      1.203         11        640:   6%|▌         | 30/519 [00:17<06:10,  1.32it/s]
      33/80      0.94G     0.9912      1.613     0.6111      1.203         11        640:   6%|▌         | 31/519 [00:17<04:48,  1.69it/s]
      33/80      0.94G     0.9861      1.606     0.6095      1.202         11        640:   6%|▌         | 31/519 [00:17<04:48,  1.69it/s]
      33/80      0.94G     0.9861      1.606     0.6095      1.202         11        640:   6%|▌         | 32/519 [00:17<04:01,  2.02it/s]
      33/80      0.94G     0.9821      1.613     0.6172      1.203          9        640:   6%|▌         | 32/519 [00:17<04:01,  2.02it/s]
      33/80      0.94G     0.9821      1.613     0.6172      1.203          9        640:   6%|▋         | 33/519 [00:17<03:26,  2.35it/s]
      33/80      0.94G     0.9766      1.611      0.615        1.2         11        640:   6%|▋         | 33/519 [00:18<03:26,  2.35it/s]
      33/80      0.94G     0.9766      1.611      0.615        1.2         11        640:   7%|▋         | 34/519 [00:18<05:10,  1.56it/s]
      33/80      0.94G     0.9801      1.613     0.6164      1.204         12        640:   7%|▋         | 34/519 [00:18<05:10,  1.56it/s]
      33/80      0.94G     0.9801      1.613     0.6164      1.204         12        640:   7%|▋         | 35/519 [00:18<04:00,  2.02it/s]
      33/80      0.94G     0.9759      1.618     0.6157      1.204          7        640:   7%|▋         | 35/519 [00:19<04:00,  2.02it/s]
      33/80      0.94G     0.9759      1.618     0.6157      1.204          7        640:   7%|▋         | 36/519 [00:19<03:25,  2.35it/s]
      33/80      0.94G     0.9748       1.62     0.6124      1.207         10        640:   7%|▋         | 36/519 [00:19<03:25,  2.35it/s]
      33/80      0.94G     0.9748       1.62     0.6124      1.207         10        640:   7%|▋         | 37/519 [00:19<02:56,  2.72it/s]
      33/80      0.94G     0.9696      1.619     0.6157      1.205         11        640:   7%|▋         | 37/519 [00:20<02:56,  2.72it/s]
      33/80      0.94G     0.9696      1.619     0.6157      1.205         11        640:   7%|▋         | 38/519 [00:20<04:17,  1.87it/s]
      33/80      0.94G     0.9708      1.611     0.6159      1.209         11        640:   7%|▋         | 38/519 [00:20<04:17,  1.87it/s]
      33/80      0.94G     0.9708      1.611     0.6159      1.209         11        640:   8%|▊         | 39/519 [00:20<03:36,  2.22it/s]
      33/80      0.94G     0.9638       1.61      0.612      1.204         12        640:   8%|▊         | 39/519 [00:20<03:36,  2.22it/s]
      33/80      0.94G     0.9638       1.61      0.612      1.204         12        640:   8%|▊         | 40/519 [00:20<03:10,  2.52it/s]
      33/80      0.94G     0.9622      1.606     0.6143      1.203          6        640:   8%|▊         | 40/519 [00:21<03:10,  2.52it/s]
      33/80      0.94G     0.9622      1.606     0.6143      1.203          6        640:   8%|▊         | 41/519 [00:21<02:38,  3.02it/s]
      33/80      0.94G      0.958      1.594     0.6103      1.199         13        640:   8%|▊         | 41/519 [00:21<02:38,  3.02it/s]
      33/80      0.94G      0.958      1.594     0.6103      1.199         13        640:   8%|▊         | 42/519 [00:21<04:04,  1.95it/s]
      33/80      0.94G     0.9601      1.588     0.6095      1.199         11        640:   8%|▊         | 42/519 [00:22<04:04,  1.95it/s]
      33/80      0.94G     0.9601      1.588     0.6095      1.199         11        640:   8%|▊         | 43/519 [00:22<03:25,  2.32it/s]
      33/80      0.94G       0.96      1.586     0.6104      1.196          8        640:   8%|▊         | 43/519 [00:22<03:25,  2.32it/s]
      33/80      0.94G       0.96      1.586     0.6104      1.196          8        640:   8%|▊         | 44/519 [00:22<03:01,  2.62it/s]
      33/80      0.94G     0.9599      1.584     0.6099      1.199         10        640:   8%|▊         | 44/519 [00:22<03:01,  2.62it/s]
      33/80      0.94G     0.9599      1.584     0.6099      1.199         10        640:   9%|▊         | 45/519 [00:22<02:50,  2.78it/s]
      33/80      0.94G     0.9649       1.59     0.6135      1.203         10        640:   9%|▊         | 45/519 [00:24<02:50,  2.78it/s]
      33/80      0.94G     0.9649       1.59     0.6135      1.203         10        640:   9%|▉         | 46/519 [00:24<04:52,  1.62it/s]
      33/80      0.94G     0.9731      1.595     0.6197      1.206         12        640:   9%|▉         | 46/519 [00:24<04:52,  1.62it/s]
      33/80      0.94G     0.9731      1.595     0.6197      1.206         12        640:   9%|▉         | 47/519 [00:24<03:56,  1.99it/s]
      33/80      0.94G     0.9747      1.586     0.6204       1.21          9        640:   9%|▉         | 47/519 [00:24<03:56,  1.99it/s]
      33/80      0.94G     0.9747      1.586     0.6204       1.21          9        640:   9%|▉         | 48/519 [00:24<03:20,  2.35it/s]
      33/80      0.94G     0.9857       1.59     0.6229      1.218          7        640:   9%|▉         | 48/519 [00:24<03:20,  2.35it/s]
      33/80      0.94G     0.9857       1.59     0.6229      1.218          7        640:   9%|▉         | 49/519 [00:24<02:47,  2.80it/s]
      33/80      0.94G     0.9863      1.597      0.626      1.219         10        640:   9%|▉         | 49/519 [00:25<02:47,  2.80it/s]
      33/80      0.94G     0.9863      1.597      0.626      1.219         10        640:  10%|▉         | 50/519 [00:25<03:31,  2.21it/s]
      33/80      0.94G     0.9902      1.598     0.6267      1.218         10        640:  10%|▉         | 50/519 [00:25<03:31,  2.21it/s]
      33/80      0.94G     0.9902      1.598     0.6267      1.218         10        640:  10%|▉         | 51/519 [00:25<02:56,  2.66it/s]
      33/80      0.94G     0.9907      1.595      0.626      1.216         12        640:  10%|▉         | 51/519 [00:26<02:56,  2.66it/s]
      33/80      0.94G     0.9907      1.595      0.626      1.216         12        640:  10%|█         | 52/519 [00:26<03:08,  2.47it/s]
      33/80      0.94G     0.9913      1.588     0.6305      1.216          9        640:  10%|█         | 52/519 [00:26<03:08,  2.47it/s]
      33/80      0.94G     0.9913      1.588     0.6305      1.216          9        640:  10%|█         | 53/519 [00:26<03:34,  2.17it/s]
      33/80      0.94G     0.9865      1.577     0.6262      1.213         10        640:  10%|█         | 53/519 [00:27<03:34,  2.17it/s]
      33/80      0.94G     0.9865      1.577     0.6262      1.213         10        640:  10%|█         | 54/519 [00:27<04:32,  1.71it/s]
      33/80      0.94G      1.001      1.599     0.6318      1.228          6        640:  10%|█         | 54/519 [00:27<04:32,  1.71it/s]
      33/80      0.94G      1.001      1.599     0.6318      1.228          6        640:  11%|█         | 55/519 [00:27<03:49,  2.02it/s]
      33/80      0.94G     0.9986      1.592     0.6289      1.227         13        640:  11%|█         | 55/519 [00:28<03:49,  2.02it/s]
      33/80      0.94G     0.9986      1.592     0.6289      1.227         13        640:  11%|█         | 56/519 [00:28<03:11,  2.42it/s]
      33/80      0.94G     0.9953      1.587      0.625      1.225          7        640:  11%|█         | 56/519 [00:28<03:11,  2.42it/s]
      33/80      0.94G     0.9953      1.587      0.625      1.225          7        640:  11%|█         | 57/519 [00:28<02:51,  2.69it/s]
      33/80      0.94G          1      1.601     0.6287      1.227          9        640:  11%|█         | 57/519 [00:29<02:51,  2.69it/s]
      33/80      0.94G          1      1.601     0.6287      1.227          9        640:  11%|█         | 58/519 [00:29<04:07,  1.86it/s]
      33/80      0.94G     0.9988        1.6     0.6271      1.227         13        640:  11%|█         | 58/519 [00:29<04:07,  1.86it/s]
      33/80      0.94G     0.9988        1.6     0.6271      1.227         13        640:  11%|█▏        | 59/519 [00:29<03:24,  2.25it/s]
      33/80      0.94G     0.9995      1.598     0.6256      1.226          7        640:  11%|█▏        | 59/519 [00:29<03:24,  2.25it/s]
      33/80      0.94G     0.9995      1.598     0.6256      1.226          7        640:  12%|█▏        | 60/519 [00:29<02:58,  2.57it/s]
      33/80      0.94G      1.002      1.604     0.6238      1.227          9        640:  12%|█▏        | 60/519 [00:29<02:58,  2.57it/s]
      33/80      0.94G      1.002      1.604     0.6238      1.227          9        640:  12%|█▏        | 61/519 [00:29<02:45,  2.77it/s]
      33/80      0.94G      1.005      1.611     0.6292      1.228         12        640:  12%|█▏        | 61/519 [00:31<02:45,  2.77it/s]
      33/80      0.94G      1.005      1.611     0.6292      1.228         12        640:  12%|█▏        | 62/519 [00:31<04:48,  1.58it/s]
      33/80      0.94G      1.006      1.616      0.632      1.229         11        640:  12%|█▏        | 62/519 [00:31<04:48,  1.58it/s]
      33/80      0.94G      1.006      1.616      0.632      1.229         11        640:  12%|█▏        | 63/519 [00:31<04:01,  1.89it/s]
      33/80      0.94G      1.012       1.62     0.6316      1.237          6        640:  12%|█▏        | 63/519 [00:31<04:01,  1.89it/s]
      33/80      0.94G      1.012       1.62     0.6316      1.237          6        640:  12%|█▏        | 64/519 [00:31<03:15,  2.33it/s]
      33/80      0.94G      1.012      1.624     0.6315      1.238          5        640:  12%|█▏        | 64/519 [00:31<03:15,  2.33it/s]
      33/80      0.94G      1.012      1.624     0.6315      1.238          5        640:  13%|█▎        | 65/519 [00:31<02:48,  2.70it/s]
      33/80      0.94G      1.013      1.618     0.6333       1.24         10        640:  13%|█▎        | 65/519 [00:32<02:48,  2.70it/s]
      33/80      0.94G      1.013      1.618     0.6333       1.24         10        640:  13%|█▎        | 66/519 [00:32<03:39,  2.06it/s]
      33/80      0.94G       1.02       1.63     0.6383      1.246         12        640:  13%|█▎        | 66/519 [00:32<03:39,  2.06it/s]
      33/80      0.94G       1.02       1.63     0.6383      1.246         12        640:  13%|█▎        | 67/519 [00:32<03:04,  2.45it/s]
      33/80      0.94G      1.024       1.64     0.6461      1.248         15        640:  13%|█▎        | 67/519 [00:33<03:04,  2.45it/s]
      33/80      0.94G      1.024       1.64     0.6461      1.248         15        640:  13%|█▎        | 68/519 [00:33<02:52,  2.62it/s]
      33/80      0.94G      1.025      1.637     0.6473      1.247         12        640:  13%|█▎        | 68/519 [00:33<02:52,  2.62it/s]
      33/80      0.94G      1.025      1.637     0.6473      1.247         12        640:  13%|█▎        | 69/519 [00:33<02:31,  2.97it/s]
      33/80      0.94G      1.023      1.636     0.6465      1.245         13        640:  13%|█▎        | 69/519 [00:34<02:31,  2.97it/s]
      33/80      0.94G      1.023      1.636     0.6465      1.245         13        640:  13%|█▎        | 70/519 [00:34<02:59,  2.50it/s]
      33/80      0.94G      1.022      1.634     0.6448      1.243         12        640:  13%|█▎        | 70/519 [00:34<02:59,  2.50it/s]
      33/80      0.94G      1.022      1.634     0.6448      1.243         12        640:  14%|█▎        | 71/519 [00:34<03:05,  2.42it/s]
      33/80      0.94G      1.021      1.629     0.6434      1.242         12        640:  14%|█▎        | 71/519 [00:34<03:05,  2.42it/s]
      33/80      0.94G      1.021      1.629     0.6434      1.242         12        640:  14%|█▍        | 72/519 [00:34<02:43,  2.73it/s]
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      33/80      0.94G     0.9942        1.6      0.634      1.232         13        640:  27%|██▋       | 138/519 [01:06<02:32,  2.50it/s]
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      33/80      0.94G      0.988       1.61      0.638      1.236         10        640:  35%|███▌      | 183/519 [01:26<02:37,  2.13it/s]
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      33/80      0.94G     0.9932      1.611     0.6417       1.24          8        640:  39%|███▊      | 200/519 [01:33<01:34,  3.36it/s]
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      33/80      0.94G     0.9966      1.622     0.6435      1.244         12        640:  51%|█████▏    | 267/519 [02:03<02:13,  1.88it/s]
      33/80      0.94G     0.9987      1.624     0.6445      1.245          9        640:  51%|█████▏    | 267/519 [02:03<02:13,  1.88it/s]
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      33/80      0.94G      0.996      1.628     0.6453      1.243         10        640:  58%|█████▊    | 302/519 [02:20<02:08,  1.69it/s]
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      33/80      0.94G      0.996      1.628      0.644      1.243          8        640:  60%|█████▉    | 310/519 [02:24<01:52,  1.86it/s]
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      33/80      0.94G     0.9976      1.629     0.6453      1.244          6        640:  61%|██████    | 316/519 [02:26<01:16,  2.65it/s]
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      33/80      0.94G     0.9977       1.63     0.6451      1.244         11        640:  61%|██████    | 317/519 [02:27<01:36,  2.10it/s]
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      33/80      0.94G     0.9981      1.634     0.6466      1.244         11        640:  62%|██████▏   | 322/519 [02:29<01:31,  2.15it/s]
      33/80      0.94G     0.9981      1.634     0.6466      1.244         11        640:  62%|██████▏   | 323/519 [02:29<01:21,  2.42it/s]
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      33/80      0.94G     0.9987      1.635     0.6477      1.244         14        640:  62%|██████▏   | 324/519 [02:30<01:12,  2.70it/s]
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      33/80      0.94G     0.9981      1.635     0.6481      1.244          6        640:  63%|██████▎   | 326/519 [02:31<01:48,  1.78it/s]
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      33/80      0.94G     0.9977      1.634     0.6477      1.243         13        640:  63%|██████▎   | 327/519 [02:31<01:29,  2.15it/s]
      33/80      0.94G     0.9977      1.634     0.6477      1.243         13        640:  63%|██████▎   | 328/519 [02:31<01:19,  2.41it/s]
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      33/80      0.94G     0.9987      1.638     0.6483      1.244          9        640:  65%|██████▍   | 336/519 [02:35<01:02,  2.94it/s]
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      33/80      0.94G     0.9975      1.636     0.6476      1.242         10        640:  66%|██████▌   | 341/519 [02:38<01:08,  2.59it/s]
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      33/80      0.94G     0.9971      1.635     0.6489      1.242          9        640:  66%|██████▋   | 345/519 [02:39<01:14,  2.33it/s]
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      33/80      0.94G      0.996      1.636      0.649      1.241          7        640:  67%|██████▋   | 349/519 [02:42<01:28,  1.92it/s]
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      33/80      0.94G     0.9963      1.636      0.649      1.241          8        640:  68%|██████▊   | 351/519 [02:43<01:40,  1.68it/s]
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      33/80      0.94G     0.9963      1.637      0.651      1.241         14        640:  68%|██████▊   | 353/519 [02:44<01:12,  2.30it/s]
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      33/80      0.94G     0.9959      1.635     0.6503       1.24         14        640:  69%|██████▉   | 360/519 [02:47<01:10,  2.25it/s]
      33/80      0.94G     0.9953      1.634     0.6499      1.239         11        640:  69%|██████▉   | 360/519 [02:47<01:10,  2.25it/s]
      33/80      0.94G     0.9953      1.634     0.6499      1.239         11        640:  70%|██████▉   | 361/519 [02:47<01:03,  2.50it/s]
      33/80      0.94G      0.995      1.633     0.6502      1.239         10        640:  70%|██████▉   | 361/519 [02:47<01:03,  2.50it/s]
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      33/80      0.94G      0.995      1.634     0.6512       1.24          8        640:  70%|██████▉   | 363/519 [02:49<01:31,  1.71it/s]
      33/80      0.94G      0.995      1.634     0.6512       1.24          8        640:  70%|███████   | 364/519 [02:49<01:15,  2.05it/s]
      33/80      0.94G     0.9945      1.634     0.6512       1.24         10        640:  70%|███████   | 364/519 [02:49<01:15,  2.05it/s]
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      33/80      0.94G     0.9939      1.634     0.6514       1.24         10        640:  70%|███████   | 365/519 [02:49<01:05,  2.34it/s]
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      33/80      0.94G     0.9942      1.632     0.6516       1.24          7        640:  71%|███████   | 366/519 [02:51<00:59,  2.58it/s]
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      33/80      0.94G     0.9944      1.634     0.6511       1.24          8        640:  71%|███████   | 368/519 [02:51<01:30,  1.67it/s]
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      33/80      0.94G     0.9954      1.636     0.6512      1.241         14        640:  71%|███████   | 369/519 [02:51<01:09,  2.15it/s]
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      33/80      0.94G     0.9946      1.635      0.651       1.24         11        640:  71%|███████▏  | 371/519 [02:52<01:11,  2.06it/s]
      33/80      0.94G     0.9946      1.637     0.6514      1.241         12        640:  71%|███████▏  | 371/519 [02:52<01:11,  2.06it/s]
      33/80      0.94G     0.9946      1.637     0.6514      1.241         12        640:  72%|███████▏  | 372/519 [02:52<01:00,  2.44it/s]
      33/80      0.94G     0.9947       1.64     0.6515      1.241         12        640:  72%|███████▏  | 372/519 [02:53<01:00,  2.44it/s]
      33/80      0.94G     0.9947       1.64     0.6515      1.241         12        640:  72%|███████▏  | 373/519 [02:53<00:55,  2.64it/s]
      33/80      0.94G      0.994      1.638     0.6511      1.241         12        640:  72%|███████▏  | 373/519 [02:53<00:55,  2.64it/s]
      33/80      0.94G      0.994      1.638     0.6511      1.241         12        640:  72%|███████▏  | 374/519 [02:53<00:46,  3.10it/s]
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      33/80      0.94G     0.9941      1.638      0.651      1.241          8        640:  72%|███████▏  | 375/519 [02:54<01:17,  1.86it/s]
      33/80      0.94G     0.9942      1.637     0.6506       1.24         11        640:  72%|███████▏  | 375/519 [02:54<01:17,  1.86it/s]
      33/80      0.94G     0.9942      1.637     0.6506       1.24         11        640:  72%|███████▏  | 376/519 [02:54<01:04,  2.20it/s]
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      33/80      0.94G     0.9946      1.637     0.6505      1.241          9        640:  73%|███████▎  | 377/519 [02:54<00:53,  2.64it/s]
      33/80      0.94G      0.995      1.638     0.6509      1.241         11        640:  73%|███████▎  | 377/519 [02:55<00:53,  2.64it/s]
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      33/80      0.94G     0.9957      1.641     0.6523      1.242          8        640:  73%|███████▎  | 378/519 [02:56<00:50,  2.80it/s]
      33/80      0.94G     0.9957      1.641     0.6523      1.242          8        640:  73%|███████▎  | 379/519 [02:56<01:19,  1.77it/s]
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      33/80      0.94G     0.9971      1.642     0.6538      1.243          8        640:  73%|███████▎  | 380/519 [02:56<01:05,  2.11it/s]
      33/80      0.94G     0.9971      1.642     0.6538      1.243          8        640:  73%|███████▎  | 381/519 [02:56<00:59,  2.33it/s]
      33/80      0.94G     0.9973      1.644     0.6544      1.243         10        640:  73%|███████▎  | 381/519 [02:57<00:59,  2.33it/s]
      33/80      0.94G     0.9973      1.644     0.6544      1.243         10        640:  74%|███████▎  | 382/519 [02:57<00:52,  2.63it/s]
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      33/80      0.94G     0.9978      1.645     0.6544      1.243         11        640:  74%|███████▍  | 383/519 [02:58<01:19,  1.71it/s]
      33/80      0.94G     0.9974      1.645     0.6545      1.243         10        640:  74%|███████▍  | 383/519 [02:58<01:19,  1.71it/s]
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      33/80      0.94G     0.9971      1.644     0.6545      1.243          8        640:  74%|███████▍  | 384/519 [02:58<01:04,  2.08it/s]
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      33/80      0.94G     0.9964      1.642      0.655      1.243          6        640:  75%|███████▍  | 387/519 [03:00<01:17,  1.71it/s]
      33/80      0.94G     0.9964      1.642      0.655      1.243          6        640:  75%|███████▍  | 388/519 [03:00<01:01,  2.14it/s]
      33/80      0.94G     0.9961      1.641     0.6545      1.242          5        640:  75%|███████▍  | 388/519 [03:00<01:01,  2.14it/s]
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      33/80      0.94G      0.996      1.643      0.655      1.241         10        640:  78%|███████▊  | 405/519 [03:08<00:40,  2.82it/s]
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      33/80      0.94G     0.9942      1.641      0.654       1.24          7        640:  79%|███████▉  | 411/519 [03:11<00:57,  1.87it/s]
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      33/80      0.94G      0.994      1.641     0.6549       1.24          8        640:  81%|████████  | 420/519 [03:14<00:41,  2.39it/s]
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      33/80      0.94G      0.994      1.641     0.6551      1.239          8        640:  81%|████████  | 421/519 [03:16<00:34,  2.81it/s]
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      33/80      0.94G     0.9934      1.641     0.6549      1.239         15        640:  82%|████████▏ | 423/519 [03:16<00:57,  1.66it/s]
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      33/80      0.94G     0.9929      1.639     0.6549      1.238          9        640:  82%|████████▏ | 424/519 [03:17<00:46,  2.04it/s]
      33/80      0.94G     0.9929      1.639     0.6549      1.238          9        640:  82%|████████▏ | 425/519 [03:17<00:39,  2.38it/s]
      33/80      0.94G     0.9937       1.64     0.6555      1.239          7        640:  82%|████████▏ | 425/519 [03:18<00:39,  2.38it/s]
      33/80      0.94G     0.9937       1.64     0.6555      1.239          7        640:  82%|████████▏ | 426/519 [03:18<00:55,  1.69it/s]
      33/80      0.94G     0.9933       1.64     0.6551      1.239         11        640:  82%|████████▏ | 426/519 [03:18<00:55,  1.69it/s]
      33/80      0.94G     0.9933       1.64     0.6551      1.239         11        640:  82%|████████▏ | 427/519 [03:18<00:44,  2.08it/s]
      33/80      0.94G     0.9934       1.64     0.6554      1.238         13        640:  82%|████████▏ | 427/519 [03:18<00:44,  2.08it/s]
      33/80      0.94G     0.9934       1.64     0.6554      1.238         13        640:  82%|████████▏ | 428/519 [03:18<00:36,  2.50it/s]
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      33/80      0.94G     0.9928      1.639     0.6549      1.238          8        640:  83%|████████▎ | 429/519 [03:18<00:34,  2.60it/s]
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      33/80      0.94G     0.9931      1.639     0.6554      1.238         14        640:  83%|████████▎ | 430/519 [03:19<00:43,  2.04it/s]
      33/80      0.94G     0.9927      1.639     0.6552      1.238          6        640:  83%|████████▎ | 430/519 [03:19<00:43,  2.04it/s]
      33/80      0.94G     0.9927      1.639     0.6552      1.238          6        640:  83%|████████▎ | 431/519 [03:19<00:36,  2.40it/s]
      33/80      0.94G     0.9929      1.642     0.6559      1.238         12        640:  83%|████████▎ | 431/519 [03:20<00:36,  2.40it/s]
      33/80      0.94G     0.9929      1.642     0.6559      1.238         12        640:  83%|████████▎ | 432/519 [03:20<00:30,  2.82it/s]
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      33/80      0.94G      0.993      1.642     0.6559      1.238         12        640:  83%|████████▎ | 433/519 [03:21<00:27,  3.16it/s]
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      33/80      0.94G     0.9928      1.641     0.6564      1.239          9        640:  84%|████████▎ | 434/519 [03:21<00:46,  1.84it/s]
      33/80      0.94G     0.9928      1.641     0.6564      1.239          9        640:  84%|████████▍ | 435/519 [03:21<00:47,  1.77it/s]
      33/80      0.94G      0.993      1.642     0.6561      1.239          8        640:  84%|████████▍ | 435/519 [03:22<00:47,  1.77it/s]
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      33/80      0.94G     0.9922      1.641     0.6559      1.239          8        640:  84%|████████▍ | 438/519 [03:23<00:51,  1.58it/s]
      33/80      0.94G      0.993      1.642     0.6564      1.239          9        640:  84%|████████▍ | 438/519 [03:23<00:51,  1.58it/s]
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      33/80      0.94G     0.9922      1.639     0.6555      1.239         12        640:  85%|████████▍ | 440/519 [03:24<00:34,  2.27it/s]
      33/80      0.94G     0.9922      1.639     0.6555      1.239         12        640:  85%|████████▍ | 441/519 [03:24<00:29,  2.66it/s]
      33/80      0.94G     0.9926      1.639     0.6556      1.238          9        640:  85%|████████▍ | 441/519 [03:25<00:29,  2.66it/s]
      33/80      0.94G     0.9926      1.639     0.6556      1.238          9        640:  85%|████████▌ | 442/519 [03:25<00:44,  1.75it/s]
      33/80      0.94G     0.9928       1.64     0.6555      1.238         10        640:  85%|████████▌ | 442/519 [03:25<00:44,  1.75it/s]
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      33/80      0.94G     0.9923      1.639     0.6554      1.238          7        640:  85%|████████▌ | 443/519 [03:25<00:35,  2.16it/s]
      33/80      0.94G     0.9923      1.639     0.6554      1.238          7        640:  86%|████████▌ | 444/519 [03:25<00:29,  2.53it/s]
      33/80      0.94G     0.9925      1.638     0.6554      1.238         12        640:  86%|████████▌ | 444/519 [03:26<00:29,  2.53it/s]
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      33/80      0.94G     0.9929      1.639     0.6556      1.238          8        640:  86%|████████▌ | 445/519 [03:26<00:28,  2.61it/s]
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      33/80      0.94G     0.9932      1.641     0.6557      1.238          9        640:  86%|████████▌ | 446/519 [03:27<00:32,  2.24it/s]
      33/80      0.94G     0.9932      1.641     0.6557      1.238          9        640:  86%|████████▌ | 447/519 [03:27<00:31,  2.29it/s]
      33/80      0.94G     0.9946      1.642     0.6562      1.239         11        640:  86%|████████▌ | 447/519 [03:27<00:31,  2.29it/s]
      33/80      0.94G     0.9946      1.642     0.6562      1.239         11        640:  86%|████████▋ | 448/519 [03:27<00:26,  2.70it/s]
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      33/80      0.94G     0.9944      1.642     0.6569      1.239          7        640:  87%|████████▋ | 449/519 [03:28<00:23,  2.95it/s]
      33/80      0.94G     0.9944      1.642     0.6569      1.239          7        640:  87%|████████▋ | 450/519 [03:28<00:25,  2.70it/s]
      33/80      0.94G     0.9939      1.641     0.6565      1.239         11        640:  87%|████████▋ | 450/519 [03:29<00:25,  2.70it/s]
      33/80      0.94G     0.9939      1.641     0.6565      1.239         11        640:  87%|████████▋ | 451/519 [03:29<00:36,  1.86it/s]
      33/80      0.94G     0.9929       1.64     0.6559      1.238          7        640:  87%|████████▋ | 451/519 [03:29<00:36,  1.86it/s]
      33/80      0.94G     0.9929       1.64     0.6559      1.238          7        640:  87%|████████▋ | 452/519 [03:29<00:29,  2.30it/s]
      33/80      0.94G     0.9923      1.639     0.6554      1.238         10        640:  87%|████████▋ | 452/519 [03:29<00:29,  2.30it/s]
      33/80      0.94G     0.9923      1.639     0.6554      1.238         10        640:  87%|████████▋ | 453/519 [03:29<00:24,  2.68it/s]
      33/80      0.94G     0.9926       1.64     0.6555      1.238          7        640:  87%|████████▋ | 453/519 [03:29<00:24,  2.68it/s]
      33/80      0.94G     0.9926       1.64     0.6555      1.238          7        640:  87%|████████▋ | 454/519 [03:29<00:23,  2.74it/s]
      33/80      0.94G     0.9926      1.639     0.6553      1.238         10        640:  87%|████████▋ | 454/519 [03:30<00:23,  2.74it/s]
      33/80      0.94G     0.9926      1.639     0.6553      1.238         10        640:  88%|████████▊ | 455/519 [03:30<00:35,  1.80it/s]
      33/80      0.94G     0.9927      1.639     0.6555      1.238         10        640:  88%|████████▊ | 455/519 [03:31<00:35,  1.80it/s]
      33/80      0.94G     0.9927      1.639     0.6555      1.238         10        640:  88%|████████▊ | 456/519 [03:31<00:29,  2.14it/s]
      33/80      0.94G     0.9927      1.639     0.6557      1.238         13        640:  88%|████████▊ | 456/519 [03:31<00:29,  2.14it/s]
      33/80      0.94G     0.9927      1.639     0.6557      1.238         13        640:  88%|████████▊ | 457/519 [03:31<00:24,  2.48it/s]
      33/80      0.94G      0.993      1.639     0.6558      1.238         12        640:  88%|████████▊ | 457/519 [03:31<00:24,  2.48it/s]
      33/80      0.94G      0.993      1.639     0.6558      1.238         12        640:  88%|████████▊ | 458/519 [03:31<00:24,  2.49it/s]
      33/80      0.94G     0.9927      1.638     0.6556      1.237         11        640:  88%|████████▊ | 458/519 [03:32<00:24,  2.49it/s]
      33/80      0.94G     0.9927      1.638     0.6556      1.237         11        640:  88%|████████▊ | 459/519 [03:32<00:39,  1.54it/s]
      33/80      0.94G      0.994      1.639     0.6557      1.238          8        640:  88%|████████▊ | 459/519 [03:33<00:39,  1.54it/s]
      33/80      0.94G      0.994      1.639     0.6557      1.238          8        640:  89%|████████▊ | 460/519 [03:33<00:30,  1.92it/s]
      33/80      0.94G     0.9943       1.64     0.6561      1.239          9        640:  89%|████████▊ | 460/519 [03:33<00:30,  1.92it/s]
      33/80      0.94G     0.9943       1.64     0.6561      1.239          9        640:  89%|████████▉ | 461/519 [03:33<00:26,  2.17it/s]
      33/80      0.94G     0.9939      1.639     0.6558      1.238         11        640:  89%|████████▉ | 461/519 [03:33<00:26,  2.17it/s]
      33/80      0.94G     0.9939      1.639     0.6558      1.238         11        640:  89%|████████▉ | 462/519 [03:33<00:23,  2.46it/s]
      33/80      0.94G     0.9935      1.641      0.656      1.238          8        640:  89%|████████▉ | 462/519 [03:34<00:23,  2.46it/s]
      33/80      0.94G     0.9935      1.641      0.656      1.238          8        640:  89%|████████▉ | 463/519 [03:34<00:28,  1.98it/s]
      33/80      0.94G     0.9932       1.64     0.6556      1.238         13        640:  89%|████████▉ | 463/519 [03:34<00:28,  1.98it/s]
      33/80      0.94G     0.9932       1.64     0.6556      1.238         13        640:  89%|████████▉ | 464/519 [03:34<00:23,  2.30it/s]
      33/80      0.94G     0.9931       1.64     0.6554      1.238         11        640:  89%|████████▉ | 464/519 [03:34<00:23,  2.30it/s]
      33/80      0.94G     0.9931       1.64     0.6554      1.238         11        640:  90%|████████▉ | 465/519 [03:34<00:19,  2.70it/s]
      33/80      0.94G     0.9926       1.64     0.6552      1.237         10        640:  90%|████████▉ | 465/519 [03:35<00:19,  2.70it/s]
      33/80      0.94G     0.9926       1.64     0.6552      1.237         10        640:  90%|████████▉ | 466/519 [03:35<00:17,  3.04it/s]
      33/80      0.94G     0.9937      1.641     0.6565      1.238          9        640:  90%|████████▉ | 466/519 [03:36<00:17,  3.04it/s]
      33/80      0.94G     0.9937      1.641     0.6565      1.238          9        640:  90%|████████▉ | 467/519 [03:36<00:30,  1.70it/s]
      33/80      0.94G     0.9935      1.641     0.6563      1.238         13        640:  90%|████████▉ | 467/519 [03:36<00:30,  1.70it/s]
      33/80      0.94G     0.9935      1.641     0.6563      1.238         13        640:  90%|█████████ | 468/519 [03:36<00:24,  2.08it/s]
      33/80      0.94G     0.9942      1.643     0.6573      1.238         10        640:  90%|█████████ | 468/519 [03:36<00:24,  2.08it/s]
      33/80      0.94G     0.9942      1.643     0.6573      1.238         10        640:  90%|█████████ | 469/519 [03:36<00:21,  2.38it/s]
      33/80      0.94G     0.9945      1.644     0.6579      1.239          8        640:  90%|█████████ | 469/519 [03:37<00:21,  2.38it/s]
      33/80      0.94G     0.9945      1.644     0.6579      1.239          8        640:  91%|█████████ | 470/519 [03:37<00:17,  2.80it/s]
      33/80      0.94G     0.9938      1.643     0.6574      1.239         12        640:  91%|█████████ | 470/519 [03:37<00:17,  2.80it/s]
      33/80      0.94G     0.9938      1.643     0.6574      1.239         12        640:  91%|█████████ | 471/519 [03:37<00:23,  2.01it/s]
      33/80      0.94G     0.9946      1.643     0.6576      1.239         10        640:  91%|█████████ | 471/519 [03:38<00:23,  2.01it/s]
      33/80      0.94G     0.9946      1.643     0.6576      1.239         10        640:  91%|█████████ | 472/519 [03:38<00:20,  2.27it/s]
      33/80      0.94G     0.9951      1.645     0.6575       1.24         12        640:  91%|█████████ | 472/519 [03:38<00:20,  2.27it/s]
      33/80      0.94G     0.9951      1.645     0.6575       1.24         12        640:  91%|█████████ | 473/519 [03:38<00:17,  2.65it/s]
      33/80      0.94G     0.9951      1.645     0.6574       1.24         12        640:  91%|█████████ | 473/519 [03:38<00:17,  2.65it/s]
      33/80      0.94G     0.9951      1.645     0.6574       1.24         12        640:  91%|█████████▏| 474/519 [03:38<00:14,  3.05it/s]
      33/80      0.94G     0.9959      1.647     0.6578       1.24         11        640:  91%|█████████▏| 474/519 [03:39<00:14,  3.05it/s]
      33/80      0.94G     0.9959      1.647     0.6578       1.24         11        640:  92%|█████████▏| 475/519 [03:39<00:17,  2.55it/s]
      33/80      0.94G     0.9959      1.647     0.6582       1.24         11        640:  92%|█████████▏| 475/519 [03:39<00:17,  2.55it/s]
      33/80      0.94G     0.9959      1.647     0.6582       1.24         11        640:  92%|█████████▏| 476/519 [03:39<00:15,  2.69it/s]
      33/80      0.94G     0.9962      1.647     0.6581      1.241         10        640:  92%|█████████▏| 476/519 [03:39<00:15,  2.69it/s]
      33/80      0.94G     0.9962      1.647     0.6581      1.241         10        640:  92%|█████████▏| 477/519 [03:39<00:16,  2.62it/s]
      33/80      0.94G     0.9963      1.649     0.6581      1.241         10        640:  92%|█████████▏| 477/519 [03:40<00:16,  2.62it/s]
      33/80      0.94G     0.9963      1.649     0.6581      1.241         10        640:  92%|█████████▏| 478/519 [03:40<00:14,  2.90it/s]
      33/80      0.94G     0.9968       1.65     0.6589      1.241         12        640:  92%|█████████▏| 478/519 [03:41<00:14,  2.90it/s]
      33/80      0.94G     0.9968       1.65     0.6589      1.241         12        640:  92%|█████████▏| 479/519 [03:41<00:19,  2.08it/s]
      33/80      0.94G     0.9967       1.65     0.6587      1.241          9        640:  92%|█████████▏| 479/519 [03:41<00:19,  2.08it/s]
      33/80      0.94G     0.9967       1.65     0.6587      1.241          9        640:  92%|█████████▏| 480/519 [03:41<00:15,  2.49it/s]
      33/80      0.94G     0.9969      1.649     0.6589      1.241         11        640:  92%|█████████▏| 480/519 [03:41<00:15,  2.49it/s]
      33/80      0.94G     0.9969      1.649     0.6589      1.241         11        640:  93%|█████████▎| 481/519 [03:41<00:14,  2.65it/s]
      33/80      0.94G     0.9982       1.65     0.6592      1.242          6        640:  93%|█████████▎| 481/519 [03:42<00:14,  2.65it/s]
      33/80      0.94G     0.9982       1.65     0.6592      1.242          6        640:  93%|█████████▎| 482/519 [03:42<00:18,  2.01it/s]
      33/80      0.94G     0.9985       1.65     0.6593      1.243         11        640:  93%|█████████▎| 482/519 [03:42<00:18,  2.01it/s]
      33/80      0.94G     0.9985       1.65     0.6593      1.243         11        640:  93%|█████████▎| 483/519 [03:42<00:16,  2.20it/s]
      33/80      0.94G     0.9985      1.651     0.6591      1.243         12        640:  93%|█████████▎| 483/519 [03:43<00:16,  2.20it/s]
      33/80      0.94G     0.9985      1.651     0.6591      1.243         12        640:  93%|█████████▎| 484/519 [03:43<00:16,  2.17it/s]
      33/80      0.94G     0.9989      1.651     0.6589      1.243         10        640:  93%|█████████▎| 484/519 [03:43<00:16,  2.17it/s]
      33/80      0.94G     0.9989      1.651     0.6589      1.243         10        640:  93%|█████████▎| 485/519 [03:43<00:17,  1.96it/s]
      33/80      0.94G     0.9989       1.65     0.6586      1.243         10        640:  93%|█████████▎| 485/519 [03:44<00:17,  1.96it/s]
      33/80      0.94G     0.9989       1.65     0.6586      1.243         10        640:  94%|█████████▎| 486/519 [03:44<00:14,  2.32it/s]
      33/80      0.94G     0.9989       1.65     0.6584      1.243          8        640:  94%|█████████▎| 486/519 [03:44<00:14,  2.32it/s]
      33/80      0.94G     0.9989       1.65     0.6584      1.243          8        640:  94%|█████████▍| 487/519 [03:44<00:15,  2.08it/s]
      33/80      0.94G     0.9989      1.651     0.6582      1.243          8        640:  94%|█████████▍| 487/519 [03:45<00:15,  2.08it/s]
      33/80      0.94G     0.9989      1.651     0.6582      1.243          8        640:  94%|█████████▍| 488/519 [03:45<00:16,  1.89it/s]
      33/80      0.94G     0.9981      1.651     0.6579      1.243          7        640:  94%|█████████▍| 488/519 [03:45<00:16,  1.89it/s]
      33/80      0.94G     0.9981      1.651     0.6579      1.243          7        640:  94%|█████████▍| 489/519 [03:45<00:13,  2.20it/s]
      33/80      0.94G     0.9985      1.653     0.6579      1.243         15        640:  94%|█████████▍| 489/519 [03:46<00:13,  2.20it/s]
      33/80      0.94G     0.9985      1.653     0.6579      1.243         15        640:  94%|█████████▍| 490/519 [03:46<00:15,  1.92it/s]
      33/80      0.94G     0.9984      1.653     0.6583      1.243         14        640:  94%|█████████▍| 490/519 [03:46<00:15,  1.92it/s]
      33/80      0.94G     0.9984      1.653     0.6583      1.243         14        640:  95%|█████████▍| 491/519 [03:46<00:14,  1.90it/s]
      33/80      0.94G     0.9992      1.653     0.6588      1.243         12        640:  95%|█████████▍| 491/519 [03:46<00:14,  1.90it/s]
      33/80      0.94G     0.9992      1.653     0.6588      1.243         12        640:  95%|█████████▍| 492/519 [03:46<00:11,  2.36it/s]
      33/80      0.94G     0.9992      1.654     0.6592      1.243         11        640:  95%|█████████▍| 492/519 [03:47<00:11,  2.36it/s]
      33/80      0.94G     0.9992      1.654     0.6592      1.243         11        640:  95%|█████████▍| 493/519 [03:47<00:10,  2.51it/s]
      33/80      0.94G          1      1.655     0.6592      1.243          6        640:  95%|█████████▍| 493/519 [03:47<00:10,  2.51it/s]
      33/80      0.94G          1      1.655     0.6592      1.243          6        640:  95%|█████████▌| 494/519 [03:47<00:10,  2.32it/s]
      33/80      0.94G      1.001      1.655     0.6592      1.244          9        640:  95%|█████████▌| 494/519 [03:49<00:10,  2.32it/s]
      33/80      0.94G      1.001      1.655     0.6592      1.244          9        640:  95%|█████████▌| 495/519 [03:49<00:16,  1.43it/s]
      33/80      0.94G          1      1.654     0.6589      1.243         11        640:  95%|█████████▌| 495/519 [03:49<00:16,  1.43it/s]
      33/80      0.94G          1      1.654     0.6589      1.243         11        640:  96%|█████████▌| 496/519 [03:49<00:12,  1.80it/s]
      33/80      0.94G      1.001      1.656     0.6604      1.244         11        640:  96%|█████████▌| 496/519 [03:49<00:12,  1.80it/s]
      33/80      0.94G      1.001      1.656     0.6604      1.244         11        640:  96%|█████████▌| 497/519 [03:49<00:12,  1.73it/s]
      33/80      0.94G      1.001      1.655       0.66      1.244          7        640:  96%|█████████▌| 497/519 [03:50<00:12,  1.73it/s]
      33/80      0.94G      1.001      1.655       0.66      1.244          7        640:  96%|█████████▌| 498/519 [03:50<00:09,  2.11it/s]
      33/80      0.94G      1.001      1.654     0.6597      1.244         10        640:  96%|█████████▌| 498/519 [03:50<00:09,  2.11it/s]
      33/80      0.94G      1.001      1.654     0.6597      1.244         10        640:  96%|█████████▌| 499/519 [03:50<00:07,  2.53it/s]
      33/80      0.94G      1.002      1.654     0.6592      1.245          5        640:  96%|█████████▌| 499/519 [03:50<00:07,  2.53it/s]
      33/80      0.94G      1.002      1.654     0.6592      1.245          5        640:  96%|█████████▋| 500/519 [03:50<00:06,  2.77it/s]
      33/80      0.94G      1.001      1.654     0.6587      1.245          7        640:  96%|█████████▋| 500/519 [03:51<00:06,  2.77it/s]
      33/80      0.94G      1.001      1.654     0.6587      1.245          7        640:  97%|█████████▋| 501/519 [03:51<00:11,  1.60it/s]
      33/80      0.94G      1.001      1.654     0.6584      1.245         13        640:  97%|█████████▋| 501/519 [03:52<00:11,  1.60it/s]
      33/80      0.94G      1.001      1.654     0.6584      1.245         13        640:  97%|█████████▋| 502/519 [03:52<00:08,  1.92it/s]
      33/80      0.94G      1.001      1.654     0.6581      1.244         11        640:  97%|█████████▋| 502/519 [03:52<00:08,  1.92it/s]
      33/80      0.94G      1.001      1.654     0.6581      1.244         11        640:  97%|█████████▋| 503/519 [03:52<00:06,  2.32it/s]
      33/80      0.94G      1.001      1.654      0.658      1.244         10        640:  97%|█████████▋| 503/519 [03:52<00:06,  2.32it/s]
      33/80      0.94G      1.001      1.654      0.658      1.244         10        640:  97%|█████████▋| 504/519 [03:52<00:05,  2.61it/s]
      33/80      0.94G      1.001      1.653     0.6576      1.244          9        640:  97%|█████████▋| 504/519 [03:53<00:05,  2.61it/s]
      33/80      0.94G      1.001      1.653     0.6576      1.244          9        640:  97%|█████████▋| 505/519 [03:53<00:05,  2.69it/s]
      33/80      0.94G          1      1.652     0.6573      1.244         14        640:  97%|█████████▋| 505/519 [03:54<00:05,  2.69it/s]
      33/80      0.94G          1      1.652     0.6573      1.244         14        640:  97%|█████████▋| 506/519 [03:54<00:09,  1.44it/s]
      33/80      0.94G      1.001      1.654     0.6576      1.244          8        640:  97%|█████████▋| 506/519 [03:54<00:09,  1.44it/s]
      33/80      0.94G      1.001      1.654     0.6576      1.244          8        640:  98%|█████████▊| 507/519 [03:54<00:06,  1.87it/s]
      33/80      0.94G      1.001      1.654     0.6576      1.244         14        640:  98%|█████████▊| 507/519 [03:54<00:06,  1.87it/s]
      33/80      0.94G      1.001      1.654     0.6576      1.244         14        640:  98%|█████████▊| 508/519 [03:54<00:04,  2.24it/s]
      33/80      0.94G      1.001      1.654     0.6573      1.244         15        640:  98%|█████████▊| 508/519 [03:55<00:04,  2.24it/s]
      33/80      0.94G      1.001      1.654     0.6573      1.244         15        640:  98%|█████████▊| 509/519 [03:55<00:04,  2.47it/s]
      33/80      0.94G      1.001      1.654     0.6574      1.244         13        640:  98%|█████████▊| 509/519 [03:56<00:04,  2.47it/s]
      33/80      0.94G      1.001      1.654     0.6574      1.244         13        640:  98%|█████████▊| 510/519 [03:56<00:06,  1.50it/s]
      33/80      0.94G      1.001      1.655     0.6578      1.244         12        640:  98%|█████████▊| 510/519 [03:56<00:06,  1.50it/s]
      33/80      0.94G      1.001      1.655     0.6578      1.244         12        640:  98%|█████████▊| 511/519 [03:56<00:04,  1.84it/s]
      33/80      0.94G      1.001      1.655     0.6575      1.244         10        640:  98%|█████████▊| 511/519 [03:57<00:04,  1.84it/s]
      33/80      0.94G      1.001      1.655     0.6575      1.244         10        640:  99%|█████████▊| 512/519 [03:57<00:03,  2.18it/s]
      33/80      0.94G      1.001      1.655     0.6573      1.244          8        640:  99%|█████████▊| 512/519 [03:57<00:03,  2.18it/s]
      33/80      0.94G      1.001      1.655     0.6573      1.244          8        640:  99%|█████████▉| 513/519 [03:57<00:02,  2.63it/s]
      33/80      0.94G      1.001      1.655     0.6573      1.244         11        640:  99%|█████████▉| 513/519 [03:57<00:02,  2.63it/s]
      33/80      0.94G      1.001      1.655     0.6573      1.244         11        640:  99%|█████████▉| 514/519 [03:57<00:02,  2.20it/s]
      33/80      0.94G      1.002      1.656     0.6579      1.245          9        640:  99%|█████████▉| 514/519 [03:57<00:02,  2.20it/s]
      33/80      0.94G      1.002      1.656     0.6579      1.245          9        640:  99%|█████████▉| 515/519 [03:57<00:01,  2.80it/s]
      33/80      0.94G      1.002      1.658     0.6579      1.245         11        640:  99%|█████████▉| 515/519 [03:58<00:01,  2.80it/s]
      33/80      0.94G      1.003      1.658     0.6585      1.245          8        640:  99%|█████████▉| 515/519 [03:58<00:01,  2.80it/s]
      33/80      0.94G      1.003      1.658     0.6585      1.245          8        640: 100%|█████████▉| 517/519 [03:58<00:00,  4.16it/s]
      33/80      0.94G      1.002      1.658     0.6581      1.245         13        640: 100%|█████████▉| 517/519 [03:58<00:00,  4.16it/s]
      33/80      0.94G      1.002      1.658     0.6581      1.245         13        640: 100%|█████████▉| 518/519 [03:58<00:00,  3.82it/s]
      33/80      0.94G      1.002      1.657      0.658      1.244          7        640: 100%|█████████▉| 518/519 [03:58<00:00,  3.82it/s]
      33/80      0.94G      1.002      1.657      0.658      1.244          7        640: 100%|██████████| 519/519 [03:58<00:00,  2.17it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:48,  6.38s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:59,  2.85s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:06<01:41,  1.64s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:45,  1.31it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:07<00:27,  2.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:08<00:34,  1.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:08<00:31,  1.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:09<00:33,  1.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:09<00:29,  1.82it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:10<00:28,  1.83it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:28,  1.84it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:11<00:28,  1.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:28,  1.75it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:12<00:27,  1.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:27,  1.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:13<00:26,  1.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:25,  1.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:26,  1.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:15<00:26,  1.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:27,  1.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:27,  1.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:24,  1.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:18<00:21,  1.83it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:16,  2.39it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:12,  2.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:10,  3.58it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:08,  4.27it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:07,  4.84it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:19<00:05,  5.88it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:05,  6.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:03,  6.31it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  6.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.44it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.56it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  7.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:22<00:01,  8.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:00,  9.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  89%|████████▉ | 58/65 [00:22<00:00,  9.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  92%|█████████▏| 60/65 [00:22<00:00,  9.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:22<00:00,  9.84it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:23<00:00,  9.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.77it/s]
+                   all        519        519      0.953      0.948      0.982      0.737      0.953      0.948       0.98      0.706
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
      34/80      0.94G     0.8076      1.488     0.8697      1.256          7        640:   0%|          | 0/519 [00:03<?, ?it/s]
      34/80      0.94G     0.8076      1.488     0.8697      1.256          7        640:   0%|          | 1/519 [00:03<28:49,  3.34s/it]
      34/80      0.94G     0.8431      1.499     0.7099      1.145          9        640:   0%|          | 1/519 [00:03<28:49,  3.34s/it]
      34/80      0.94G     0.8431      1.499     0.7099      1.145          9        640:   0%|          | 2/519 [00:03<13:17,  1.54s/it]
      34/80      0.94G     0.8891      1.562     0.6804      1.175         11        640:   0%|          | 2/519 [00:03<13:17,  1.54s/it]
      34/80      0.94G     0.8891      1.562     0.6804      1.175         11        640:   1%|          | 3/519 [00:03<08:09,  1.05it/s]
      34/80      0.94G     0.8435      1.459      0.608      1.125          6        640:   1%|          | 3/519 [00:04<08:09,  1.05it/s]
      34/80      0.94G     0.8435      1.459      0.608      1.125          6        640:   1%|          | 4/519 [00:04<05:36,  1.53it/s]
      34/80      0.94G      0.866      1.484     0.5988      1.157          9        640:   1%|          | 4/519 [00:04<05:36,  1.53it/s]
      34/80      0.94G      0.866      1.484     0.5988      1.157          9        640:   1%|          | 5/519 [00:04<05:07,  1.67it/s]
      34/80      0.94G     0.8809      1.463     0.5779      1.145         13        640:   1%|          | 5/519 [00:05<05:07,  1.67it/s]
      34/80      0.94G     0.8809      1.463     0.5779      1.145         13        640:   1%|          | 6/519 [00:05<06:12,  1.38it/s]
      34/80      0.94G       0.92      1.503     0.6091      1.153         12        640:   1%|          | 6/519 [00:05<06:12,  1.38it/s]
      34/80      0.94G       0.92      1.503     0.6091      1.153         12        640:   1%|▏         | 7/519 [00:05<05:14,  1.63it/s]
      34/80      0.94G     0.9313      1.573     0.6007      1.166          9        640:   1%|▏         | 7/519 [00:06<05:14,  1.63it/s]
      34/80      0.94G     0.9313      1.573     0.6007      1.166          9        640:   2%|▏         | 8/519 [00:06<04:23,  1.94it/s]
      34/80      0.94G     0.9367      1.602     0.5941      1.169         10        640:   2%|▏         | 8/519 [00:06<04:23,  1.94it/s]
      34/80      0.94G     0.9367      1.602     0.5941      1.169         10        640:   2%|▏         | 9/519 [00:06<04:12,  2.02it/s]
      34/80      0.94G     0.9118      1.556     0.5799      1.155          8        640:   2%|▏         | 9/519 [00:07<04:12,  2.02it/s]
      34/80      0.94G     0.9118      1.556     0.5799      1.155          8        640:   2%|▏         | 10/519 [00:07<04:19,  1.96it/s]
      34/80      0.94G      0.923      1.544     0.5793      1.164         10        640:   2%|▏         | 10/519 [00:07<04:19,  1.96it/s]
      34/80      0.94G      0.923      1.544     0.5793      1.164         10        640:   2%|▏         | 11/519 [00:07<03:48,  2.23it/s]
      34/80      0.94G     0.9444       1.57     0.5821       1.18         12        640:   2%|▏         | 11/519 [00:08<03:48,  2.23it/s]
      34/80      0.94G     0.9444       1.57     0.5821       1.18         12        640:   2%|▏         | 12/519 [00:08<04:54,  1.72it/s]
      34/80      0.94G     0.9607      1.592     0.6043      1.192         12        640:   2%|▏         | 12/519 [00:08<04:54,  1.72it/s]
      34/80      0.94G     0.9607      1.592     0.6043      1.192         12        640:   3%|▎         | 13/519 [00:08<04:12,  2.01it/s]
      34/80      0.94G     0.9839       1.61     0.6383      1.207          5        640:   3%|▎         | 13/519 [00:10<04:12,  2.01it/s]
      34/80      0.94G     0.9839       1.61     0.6383      1.207          5        640:   3%|▎         | 14/519 [00:10<06:25,  1.31it/s]
      34/80      0.94G      1.003      1.636      0.667      1.223          8        640:   3%|▎         | 14/519 [00:10<06:25,  1.31it/s]
      34/80      0.94G      1.003      1.636      0.667      1.223          8        640:   3%|▎         | 15/519 [00:10<05:12,  1.61it/s]
      34/80      0.94G      1.017      1.651     0.6633      1.232         11        640:   3%|▎         | 15/519 [00:10<05:12,  1.61it/s]
      34/80      0.94G      1.017      1.651     0.6633      1.232         11        640:   3%|▎         | 16/519 [00:10<04:12,  2.00it/s]
      34/80      0.94G      1.019      1.658     0.6738      1.226         11        640:   3%|▎         | 16/519 [00:10<04:12,  2.00it/s]
      34/80      0.94G      1.019      1.658     0.6738      1.226         11        640:   3%|▎         | 17/519 [00:10<03:30,  2.39it/s]
      34/80      0.94G      1.028      1.664     0.6882      1.238         10        640:   3%|▎         | 17/519 [00:11<03:30,  2.39it/s]
      34/80      0.94G      1.028      1.664     0.6882      1.238         10        640:   3%|▎         | 18/519 [00:11<04:59,  1.67it/s]
      34/80      0.94G       1.04      1.681     0.7029      1.239         14        640:   3%|▎         | 18/519 [00:12<04:59,  1.67it/s]
      34/80      0.94G       1.04      1.681     0.7029      1.239         14        640:   4%|▎         | 19/519 [00:12<04:08,  2.01it/s]
      34/80      0.94G      1.022      1.656      0.694      1.229         14        640:   4%|▎         | 19/519 [00:12<04:08,  2.01it/s]
      34/80      0.94G      1.022      1.656      0.694      1.229         14        640:   4%|▍         | 20/519 [00:12<03:28,  2.40it/s]
      34/80      0.94G      1.036      1.663     0.7023      1.241         14        640:   4%|▍         | 20/519 [00:12<03:28,  2.40it/s]
      34/80      0.94G      1.036      1.663     0.7023      1.241         14        640:   4%|▍         | 21/519 [00:12<03:30,  2.36it/s]
      34/80      0.94G      1.026      1.638     0.6941       1.23         12        640:   4%|▍         | 21/519 [00:13<03:30,  2.36it/s]
      34/80      0.94G      1.026      1.638     0.6941       1.23         12        640:   4%|▍         | 22/519 [00:13<03:43,  2.22it/s]
      34/80      0.94G      1.036      1.637     0.7017       1.24         11        640:   4%|▍         | 22/519 [00:13<03:43,  2.22it/s]
      34/80      0.94G      1.036      1.637     0.7017       1.24         11        640:   4%|▍         | 23/519 [00:13<03:54,  2.12it/s]
      34/80      0.94G      1.041      1.639     0.7179      1.242         10        640:   4%|▍         | 23/519 [00:14<03:54,  2.12it/s]
      34/80      0.94G      1.041      1.639     0.7179      1.242         10        640:   5%|▍         | 24/519 [00:14<03:13,  2.55it/s]
      34/80      0.94G      1.041      1.645      0.715       1.24          9        640:   5%|▍         | 24/519 [00:14<03:13,  2.55it/s]
      34/80      0.94G      1.041      1.645      0.715       1.24          9        640:   5%|▍         | 25/519 [00:14<04:31,  1.82it/s]
      34/80      0.94G      1.046      1.647     0.7191      1.245         16        640:   5%|▍         | 25/519 [00:15<04:31,  1.82it/s]
      34/80      0.94G      1.046      1.647     0.7191      1.245         16        640:   5%|▌         | 26/519 [00:15<04:05,  2.01it/s]
      34/80      0.94G      1.053      1.642      0.722      1.244         12        640:   5%|▌         | 26/519 [00:15<04:05,  2.01it/s]
      34/80      0.94G      1.053      1.642      0.722      1.244         12        640:   5%|▌         | 27/519 [00:15<03:46,  2.17it/s]
      34/80      0.94G      1.046      1.631     0.7127      1.238         14        640:   5%|▌         | 27/519 [00:16<03:46,  2.17it/s]
      34/80      0.94G      1.046      1.631     0.7127      1.238         14        640:   5%|▌         | 28/519 [00:16<03:29,  2.35it/s]
      34/80      0.94G      1.039       1.63     0.7093      1.233         11        640:   5%|▌         | 28/519 [00:16<03:29,  2.35it/s]
      34/80      0.94G      1.039       1.63     0.7093      1.233         11        640:   6%|▌         | 29/519 [00:16<04:39,  1.75it/s]
      34/80      0.94G      1.032      1.619     0.7033      1.226         10        640:   6%|▌         | 29/519 [00:17<04:39,  1.75it/s]
      34/80      0.94G      1.032      1.619     0.7033      1.226         10        640:   6%|▌         | 30/519 [00:17<03:43,  2.19it/s]
      34/80      0.94G      1.035      1.605     0.7046      1.229          7        640:   6%|▌         | 30/519 [00:17<03:43,  2.19it/s]
      34/80      0.94G      1.035      1.605     0.7046      1.229          7        640:   6%|▌         | 31/519 [00:17<04:37,  1.76it/s]
      34/80      0.94G      1.027        1.6     0.7044      1.228          7        640:   6%|▌         | 31/519 [00:18<04:37,  1.76it/s]
      34/80      0.94G      1.027        1.6     0.7044      1.228          7        640:   6%|▌         | 32/519 [00:18<03:49,  2.13it/s]
      34/80      0.94G      1.036      1.615     0.7031       1.24          8        640:   6%|▌         | 32/519 [00:18<03:49,  2.13it/s]
      34/80      0.94G      1.036      1.615     0.7031       1.24          8        640:   6%|▋         | 33/519 [00:18<03:24,  2.37it/s]
      34/80      0.94G      1.034      1.615     0.7025      1.237         11        640:   6%|▋         | 33/519 [00:18<03:24,  2.37it/s]
      34/80      0.94G      1.034      1.615     0.7025      1.237         11        640:   7%|▋         | 34/519 [00:18<02:53,  2.80it/s]
      34/80      0.94G       1.03      1.617     0.6989      1.235         13        640:   7%|▋         | 34/519 [00:20<02:53,  2.80it/s]
      34/80      0.94G       1.03      1.617     0.6989      1.235         13        640:   7%|▋         | 35/519 [00:20<05:14,  1.54it/s]
      34/80      0.94G      1.028      1.616     0.6948      1.231         11        640:   7%|▋         | 35/519 [00:20<05:14,  1.54it/s]
      34/80      0.94G      1.028      1.616     0.6948      1.231         11        640:   7%|▋         | 36/519 [00:20<04:06,  1.96it/s]
      34/80      0.94G      1.024      1.605      0.694       1.23         10        640:   7%|▋         | 36/519 [00:20<04:06,  1.96it/s]
      34/80      0.94G      1.024      1.605      0.694       1.23         10        640:   7%|▋         | 37/519 [00:20<03:21,  2.39it/s]
      34/80      0.94G      1.025      1.611     0.6918      1.231          8        640:   7%|▋         | 37/519 [00:21<03:21,  2.39it/s]
      34/80      0.94G      1.025      1.611     0.6918      1.231          8        640:   7%|▋         | 38/519 [00:21<03:52,  2.07it/s]
      34/80      0.94G      1.018      1.609     0.6859      1.226         11        640:   7%|▋         | 38/519 [00:22<03:52,  2.07it/s]
      34/80      0.94G      1.018      1.609     0.6859      1.226         11        640:   8%|▊         | 39/519 [00:22<05:27,  1.47it/s]
      34/80      0.94G      1.011      1.596     0.6834      1.224          5        640:   8%|▊         | 39/519 [00:22<05:27,  1.47it/s]
      34/80      0.94G      1.011      1.596     0.6834      1.224          5        640:   8%|▊         | 40/519 [00:22<04:22,  1.82it/s]
      34/80      0.94G      1.007      1.606     0.6814      1.222         13        640:   8%|▊         | 40/519 [00:22<04:22,  1.82it/s]
      34/80      0.94G      1.007      1.606     0.6814      1.222         13        640:   8%|▊         | 41/519 [00:22<04:09,  1.92it/s]
      34/80      0.94G      1.006      1.602     0.6833       1.22         10        640:   8%|▊         | 41/519 [00:23<04:09,  1.92it/s]
      34/80      0.94G      1.006      1.602     0.6833       1.22         10        640:   8%|▊         | 42/519 [00:23<03:23,  2.35it/s]
      34/80      0.94G      1.009      1.611     0.6859      1.219         11        640:   8%|▊         | 42/519 [00:23<03:23,  2.35it/s]
      34/80      0.94G      1.009      1.611     0.6859      1.219         11        640:   8%|▊         | 43/519 [00:23<03:14,  2.45it/s]
      34/80      0.94G      1.016      1.627     0.6923      1.222         12        640:   8%|▊         | 43/519 [00:23<03:14,  2.45it/s]
      34/80      0.94G      1.016      1.627     0.6923      1.222         12        640:   8%|▊         | 44/519 [00:23<02:53,  2.74it/s]
      34/80      0.94G       1.01      1.622     0.6878      1.217         13        640:   8%|▊         | 44/519 [00:24<02:53,  2.74it/s]
      34/80      0.94G       1.01      1.622     0.6878      1.217         13        640:   9%|▊         | 45/519 [00:24<04:12,  1.87it/s]
      34/80      0.94G      1.007      1.626     0.6855      1.215         10        640:   9%|▊         | 45/519 [00:24<04:12,  1.87it/s]
      34/80      0.94G      1.007      1.626     0.6855      1.215         10        640:   9%|▉         | 46/519 [00:24<03:30,  2.25it/s]
      34/80      0.94G      1.005      1.627     0.6806      1.216          9        640:   9%|▉         | 46/519 [00:25<03:30,  2.25it/s]
      34/80      0.94G      1.005      1.627     0.6806      1.216          9        640:   9%|▉         | 47/519 [00:25<02:58,  2.64it/s]
      34/80      0.94G       1.01      1.632     0.6808       1.22          7        640:   9%|▉         | 47/519 [00:25<02:58,  2.64it/s]
      34/80      0.94G       1.01      1.632     0.6808       1.22          7        640:   9%|▉         | 48/519 [00:25<02:57,  2.66it/s]
      34/80      0.94G      1.016       1.63      0.683      1.224         14        640:   9%|▉         | 48/519 [00:26<02:57,  2.66it/s]
      34/80      0.94G      1.016       1.63      0.683      1.224         14        640:   9%|▉         | 49/519 [00:26<03:31,  2.22it/s]
      34/80      0.94G      1.021      1.636     0.6858      1.225         14        640:   9%|▉         | 49/519 [00:26<03:31,  2.22it/s]
      34/80      0.94G      1.021      1.636     0.6858      1.225         14        640:  10%|▉         | 50/519 [00:26<03:01,  2.59it/s]
      34/80      0.94G      1.016      1.635     0.6819      1.222         14        640:  10%|▉         | 50/519 [00:26<03:01,  2.59it/s]
      34/80      0.94G      1.016      1.635     0.6819      1.222         14        640:  10%|▉         | 51/519 [00:26<02:44,  2.85it/s]
      34/80      0.94G      1.013      1.635     0.6802      1.219         13        640:  10%|▉         | 51/519 [00:28<02:44,  2.85it/s]
      34/80      0.94G      1.013      1.635     0.6802      1.219         13        640:  10%|█         | 52/519 [00:28<06:09,  1.26it/s]
      34/80      0.94G      1.009      1.625     0.6789      1.216         13        640:  10%|█         | 52/519 [00:28<06:09,  1.26it/s]
      34/80      0.94G      1.009      1.625     0.6789      1.216         13        640:  10%|█         | 53/519 [00:28<04:56,  1.57it/s]
      34/80      0.94G      1.009      1.635     0.6774      1.218          8        640:  10%|█         | 53/519 [00:29<04:56,  1.57it/s]
      34/80      0.94G      1.009      1.635     0.6774      1.218          8        640:  10%|█         | 54/519 [00:29<04:07,  1.88it/s]
      34/80      0.94G      1.028      1.652     0.6898       1.23          6        640:  10%|█         | 54/519 [00:29<04:07,  1.88it/s]
      34/80      0.94G      1.028      1.652     0.6898       1.23          6        640:  11%|█         | 55/519 [00:29<03:23,  2.28it/s]
      34/80      0.94G      1.027      1.644      0.686       1.23         11        640:  11%|█         | 55/519 [00:30<03:23,  2.28it/s]
      34/80      0.94G      1.027      1.644      0.686       1.23         11        640:  11%|█         | 56/519 [00:30<05:21,  1.44it/s]
      34/80      0.94G      1.024      1.638     0.6819      1.228         14        640:  11%|█         | 56/519 [00:30<05:21,  1.44it/s]
      34/80      0.94G      1.024      1.638     0.6819      1.228         14        640:  11%|█         | 57/519 [00:30<04:12,  1.83it/s]
      34/80      0.94G      1.025      1.641     0.6819      1.232          7        640:  11%|█         | 57/519 [00:30<04:12,  1.83it/s]
      34/80      0.94G      1.025      1.641     0.6819      1.232          7        640:  11%|█         | 58/519 [00:30<03:24,  2.26it/s]
      34/80      0.94G      1.027      1.642     0.6807      1.233         10        640:  11%|█         | 58/519 [00:31<03:24,  2.26it/s]
      34/80      0.94G      1.027      1.642     0.6807      1.233         10        640:  11%|█▏        | 59/519 [00:31<02:56,  2.60it/s]
      34/80      0.94G       1.03      1.642     0.6827      1.235         10        640:  11%|█▏        | 59/519 [00:32<02:56,  2.60it/s]
      34/80      0.94G       1.03      1.642     0.6827      1.235         10        640:  12%|█▏        | 60/519 [00:32<05:15,  1.46it/s]
      34/80      0.94G      1.032      1.643     0.6827      1.238         12        640:  12%|█▏        | 60/519 [00:32<05:15,  1.46it/s]
      34/80      0.94G      1.032      1.643     0.6827      1.238         12        640:  12%|█▏        | 61/519 [00:32<04:15,  1.79it/s]
      34/80      0.94G      1.033      1.645     0.6806      1.237         10        640:  12%|█▏        | 61/519 [00:33<04:15,  1.79it/s]
      34/80      0.94G      1.033      1.645     0.6806      1.237         10        640:  12%|█▏        | 62/519 [00:33<03:26,  2.22it/s]
      34/80      0.94G       1.03      1.652     0.6853      1.238         12        640:  12%|█▏        | 62/519 [00:33<03:26,  2.22it/s]
      34/80      0.94G       1.03      1.652     0.6853      1.238         12        640:  12%|█▏        | 63/519 [00:33<02:51,  2.65it/s]
      34/80      0.94G      1.029      1.668     0.6844      1.238         11        640:  12%|█▏        | 63/519 [00:34<02:51,  2.65it/s]
      34/80      0.94G      1.029      1.668     0.6844      1.238         11        640:  12%|█▏        | 64/519 [00:34<04:11,  1.81it/s]
      34/80      0.94G      1.026      1.668     0.6861      1.236         12        640:  12%|█▏        | 64/519 [00:34<04:11,  1.81it/s]
      34/80      0.94G      1.026      1.668     0.6861      1.236         12        640:  13%|█▎        | 65/519 [00:34<03:29,  2.17it/s]
      34/80      0.94G      1.028      1.668     0.6886      1.236          9        640:  13%|█▎        | 65/519 [00:34<03:29,  2.17it/s]
      34/80      0.94G      1.028      1.668     0.6886      1.236          9        640:  13%|█▎        | 66/519 [00:34<02:59,  2.52it/s]
      34/80      0.94G      1.026      1.665     0.6872      1.236         13        640:  13%|█▎        | 66/519 [00:34<02:59,  2.52it/s]
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      34/80      0.94G      1.025      1.666     0.6892      1.236          9        640:  13%|█▎        | 68/519 [00:36<04:00,  1.88it/s]
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      34/80      0.94G      1.027      1.669     0.6918      1.235         10        640:  13%|█▎        | 69/519 [00:36<04:10,  1.80it/s]
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      34/80      0.94G      1.025      1.673     0.6895      1.234         10        640:  13%|█▎        | 70/519 [00:37<03:34,  2.10it/s]
      34/80      0.94G      1.025      1.673     0.6895      1.234         10        640:  14%|█▎        | 71/519 [00:37<03:15,  2.29it/s]
      34/80      0.94G      1.022      1.672     0.6884      1.233         12        640:  14%|█▎        | 71/519 [00:37<03:15,  2.29it/s]
      34/80      0.94G      1.022      1.672     0.6884      1.233         12        640:  14%|█▍        | 72/519 [00:37<04:00,  1.86it/s]
      34/80      0.94G      1.022      1.674     0.6879      1.233          8        640:  14%|█▍        | 72/519 [00:38<04:00,  1.86it/s]
      34/80      0.94G      1.022      1.674     0.6879      1.233          8        640:  14%|█▍        | 73/519 [00:38<04:23,  1.69it/s]
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      34/80      0.94G      1.024      1.665     0.6868      1.234          8        640:  14%|█▍        | 74/519 [00:39<03:31,  2.10it/s]
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      34/80      0.94G      1.025      1.667     0.6903      1.236         14        640:  14%|█▍        | 75/519 [00:40<02:59,  2.47it/s]
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      34/80      0.94G      1.029      1.675     0.6922      1.241         13        640:  15%|█▍        | 76/519 [00:40<04:07,  1.79it/s]
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      34/80      0.94G      1.027      1.673     0.6884       1.24         12        640:  15%|█▌        | 78/519 [00:40<03:15,  2.25it/s]
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      34/80      0.94G      1.026       1.67     0.6904      1.241          7        640:  15%|█▌        | 79/519 [00:41<02:49,  2.60it/s]
      34/80      0.94G      1.026       1.67     0.6904      1.241          7        640:  15%|█▌        | 80/519 [00:41<03:32,  2.07it/s]
      34/80      0.94G      1.026      1.666     0.6881      1.242         14        640:  15%|█▌        | 80/519 [00:42<03:32,  2.07it/s]
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      34/80      0.94G      1.025      1.661     0.6855      1.243          8        640:  16%|█▌        | 81/519 [00:42<04:24,  1.65it/s]
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      34/80      0.94G      1.023      1.657     0.6839      1.247          8        640:  16%|█▌        | 84/519 [00:44<03:04,  2.35it/s]
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      34/80      0.94G      1.026      1.661      0.687      1.248          9        640:  16%|█▋        | 85/519 [00:44<04:41,  1.54it/s]
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      34/80      0.94G      1.022      1.665     0.6855      1.246         11        640:  17%|█▋        | 86/519 [00:45<03:53,  1.86it/s]
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      34/80      0.94G     0.9993      1.638     0.6662      1.259         11        640:  78%|███████▊  | 407/519 [03:08<00:52,  2.11it/s]
      34/80      0.94G     0.9993      1.638     0.6662      1.259         11        640:  79%|███████▊  | 408/519 [03:08<00:42,  2.59it/s]
      34/80      0.94G     0.9996      1.639     0.6662      1.259         12        640:  79%|███████▊  | 408/519 [03:08<00:42,  2.59it/s]
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      34/80      0.94G          1       1.64     0.6655       1.26         12        640:  80%|███████▉  | 413/519 [03:12<00:37,  2.84it/s]
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      34/80      0.94G      0.999       1.64     0.6627      1.258         13        640:  82%|████████▏ | 428/519 [03:18<00:45,  1.99it/s]
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      34/80      0.94G     0.9999      1.638     0.6612      1.258          7        640:  85%|████████▍ | 439/519 [03:24<00:36,  2.18it/s]
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      34/80      0.94G     0.9991      1.637     0.6606      1.257          8        640:  85%|████████▍ | 441/519 [03:25<00:27,  2.89it/s]
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      34/80      0.94G          1      1.637      0.661      1.257          8        640:  86%|████████▌ | 445/519 [03:27<00:37,  1.97it/s]
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      34/80      0.94G     0.9993      1.635     0.6604      1.257         12        640:  86%|████████▌ | 447/519 [03:27<00:32,  2.22it/s]
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      34/80      0.94G     0.9991      1.634     0.6602      1.257          8        640:  86%|████████▋ | 448/519 [03:28<00:27,  2.62it/s]
      34/80      0.94G     0.9991      1.634     0.6602      1.257          8        640:  87%|████████▋ | 449/519 [03:28<00:39,  1.78it/s]
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      34/80      0.94G     0.9997      1.635     0.6612      1.258          9        640:  87%|████████▋ | 451/519 [03:29<00:30,  2.20it/s]
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      34/80      0.94G      0.998      1.634     0.6602      1.258         13        640:  89%|████████▉ | 464/519 [03:35<00:21,  2.61it/s]
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      34/80      0.94G     0.9965      1.632     0.6591      1.257         11        640:  90%|█████████ | 468/519 [03:38<00:24,  2.04it/s]
      34/80      0.94G     0.9965      1.632     0.6591      1.257         11        640:  90%|█████████ | 469/519 [03:38<00:35,  1.40it/s]
      34/80      0.94G     0.9962      1.631      0.659      1.257          8        640:  90%|█████████ | 469/519 [03:38<00:35,  1.40it/s]
      34/80      0.94G     0.9962      1.631      0.659      1.257          8        640:  91%|█████████ | 470/519 [03:38<00:28,  1.72it/s]
      34/80      0.94G     0.9957       1.63     0.6586      1.256         14        640:  91%|█████████ | 470/519 [03:38<00:28,  1.72it/s]
      34/80      0.94G     0.9957       1.63     0.6586      1.256         14        640:  91%|█████████ | 471/519 [03:38<00:23,  2.00it/s]
      34/80      0.94G     0.9957       1.63     0.6586      1.256         10        640:  91%|█████████ | 471/519 [03:39<00:23,  2.00it/s]
      34/80      0.94G     0.9957       1.63     0.6586      1.256         10        640:  91%|█████████ | 472/519 [03:39<00:19,  2.37it/s]
      34/80      0.94G     0.9957       1.63     0.6586      1.256         11        640:  91%|█████████ | 472/519 [03:40<00:19,  2.37it/s]
      34/80      0.94G     0.9957       1.63     0.6586      1.256         11        640:  91%|█████████ | 473/519 [03:40<00:27,  1.67it/s]
      34/80      0.94G     0.9954      1.629     0.6583      1.256         11        640:  91%|█████████ | 473/519 [03:40<00:27,  1.67it/s]
      34/80      0.94G     0.9954      1.629     0.6583      1.256         11        640:  91%|█████████▏| 474/519 [03:40<00:21,  2.10it/s]
      34/80      0.94G     0.9951      1.629     0.6583      1.256          9        640:  91%|█████████▏| 474/519 [03:40<00:21,  2.10it/s]
      34/80      0.94G     0.9951      1.629     0.6583      1.256          9        640:  92%|█████████▏| 475/519 [03:40<00:17,  2.51it/s]
      34/80      0.94G     0.9951      1.628      0.658      1.256          6        640:  92%|█████████▏| 475/519 [03:40<00:17,  2.51it/s]
      34/80      0.94G     0.9951      1.628      0.658      1.256          6        640:  92%|█████████▏| 476/519 [03:40<00:15,  2.82it/s]
      34/80      0.94G     0.9951      1.628      0.658      1.256         12        640:  92%|█████████▏| 476/519 [03:41<00:15,  2.82it/s]
      34/80      0.94G     0.9951      1.628      0.658      1.256         12        640:  92%|█████████▏| 477/519 [03:41<00:24,  1.71it/s]
      34/80      0.94G     0.9954      1.629     0.6591      1.256          8        640:  92%|█████████▏| 477/519 [03:42<00:24,  1.71it/s]
      34/80      0.94G     0.9954      1.629     0.6591      1.256          8        640:  92%|█████████▏| 478/519 [03:42<00:19,  2.15it/s]
      34/80      0.94G     0.9954       1.63     0.6592      1.256         12        640:  92%|█████████▏| 478/519 [03:42<00:19,  2.15it/s]
      34/80      0.94G     0.9954       1.63     0.6592      1.256         12        640:  92%|█████████▏| 479/519 [03:42<00:16,  2.48it/s]
      34/80      0.94G     0.9957      1.629     0.6594      1.256          7        640:  92%|█████████▏| 479/519 [03:42<00:16,  2.48it/s]
      34/80      0.94G     0.9957      1.629     0.6594      1.256          7        640:  92%|█████████▏| 480/519 [03:42<00:13,  2.87it/s]
      34/80      0.94G      0.995      1.629     0.6589      1.256         13        640:  92%|█████████▏| 480/519 [03:44<00:13,  2.87it/s]
      34/80      0.94G      0.995      1.629     0.6589      1.256         13        640:  93%|█████████▎| 481/519 [03:44<00:26,  1.44it/s]
      34/80      0.94G      0.995      1.628     0.6589      1.256         15        640:  93%|█████████▎| 481/519 [03:44<00:26,  1.44it/s]
      34/80      0.94G      0.995      1.628     0.6589      1.256         15        640:  93%|█████████▎| 482/519 [03:44<00:20,  1.80it/s]
      34/80      0.94G     0.9951      1.628     0.6593      1.256         13        640:  93%|█████████▎| 482/519 [03:44<00:20,  1.80it/s]
      34/80      0.94G     0.9951      1.628     0.6593      1.256         13        640:  93%|█████████▎| 483/519 [03:44<00:17,  2.11it/s]
      34/80      0.94G     0.9957      1.628     0.6598      1.257         10        640:  93%|█████████▎| 483/519 [03:44<00:17,  2.11it/s]
      34/80      0.94G     0.9957      1.628     0.6598      1.257         10        640:  93%|█████████▎| 484/519 [03:44<00:13,  2.55it/s]
      34/80      0.94G     0.9959      1.629     0.6601      1.257          8        640:  93%|█████████▎| 484/519 [03:45<00:13,  2.55it/s]
      34/80      0.94G     0.9959      1.629     0.6601      1.257          8        640:  93%|█████████▎| 485/519 [03:45<00:18,  1.84it/s]
      34/80      0.94G     0.9957      1.628     0.6598      1.257         11        640:  93%|█████████▎| 485/519 [03:45<00:18,  1.84it/s]
      34/80      0.94G     0.9957      1.628     0.6598      1.257         11        640:  94%|█████████▎| 486/519 [03:45<00:16,  2.06it/s]
      34/80      0.94G     0.9953      1.627     0.6593      1.256          9        640:  94%|█████████▎| 486/519 [03:46<00:16,  2.06it/s]
      34/80      0.94G     0.9953      1.627     0.6593      1.256          9        640:  94%|█████████▍| 487/519 [03:46<00:13,  2.44it/s]
      34/80      0.94G     0.9957      1.629     0.6596      1.257          8        640:  94%|█████████▍| 487/519 [03:46<00:13,  2.44it/s]
      34/80      0.94G     0.9957      1.629     0.6596      1.257          8        640:  94%|█████████▍| 488/519 [03:46<00:10,  2.86it/s]
      34/80      0.94G     0.9959      1.629     0.6599      1.257          8        640:  94%|█████████▍| 488/519 [03:47<00:10,  2.86it/s]
      34/80      0.94G     0.9959      1.629     0.6599      1.257          8        640:  94%|█████████▍| 489/519 [03:47<00:16,  1.83it/s]
      34/80      0.94G     0.9955      1.628     0.6599      1.257         16        640:  94%|█████████▍| 489/519 [03:47<00:16,  1.83it/s]
      34/80      0.94G     0.9955      1.628     0.6599      1.257         16        640:  94%|█████████▍| 490/519 [03:47<00:13,  2.18it/s]
      34/80      0.94G     0.9952      1.629     0.6598      1.257         10        640:  94%|█████████▍| 490/519 [03:47<00:13,  2.18it/s]
      34/80      0.94G     0.9952      1.629     0.6598      1.257         10        640:  95%|█████████▍| 491/519 [03:47<00:10,  2.62it/s]
      34/80      0.94G     0.9958       1.63     0.6607      1.257          9        640:  95%|█████████▍| 491/519 [03:48<00:10,  2.62it/s]
      34/80      0.94G     0.9958       1.63     0.6607      1.257          9        640:  95%|█████████▍| 492/519 [03:48<00:09,  2.91it/s]
      34/80      0.94G     0.9961      1.629     0.6604      1.257          9        640:  95%|█████████▍| 492/519 [03:49<00:09,  2.91it/s]
      34/80      0.94G     0.9961      1.629     0.6604      1.257          9        640:  95%|█████████▍| 493/519 [03:49<00:16,  1.58it/s]
      34/80      0.94G     0.9962      1.633     0.6607      1.257         10        640:  95%|█████████▍| 493/519 [03:49<00:16,  1.58it/s]
      34/80      0.94G     0.9962      1.633     0.6607      1.257         10        640:  95%|█████████▌| 494/519 [03:49<00:12,  1.96it/s]
      34/80      0.94G     0.9958      1.633     0.6603      1.257         12        640:  95%|█████████▌| 494/519 [03:49<00:12,  1.96it/s]
      34/80      0.94G     0.9958      1.633     0.6603      1.257         12        640:  95%|█████████▌| 495/519 [03:49<00:10,  2.25it/s]
      34/80      0.94G     0.9958      1.633     0.6607      1.257          7        640:  95%|█████████▌| 495/519 [03:50<00:10,  2.25it/s]
      34/80      0.94G     0.9958      1.633     0.6607      1.257          7        640:  96%|█████████▌| 496/519 [03:50<00:08,  2.76it/s]
      34/80      0.94G      0.996      1.633     0.6603      1.257          7        640:  96%|█████████▌| 496/519 [03:51<00:08,  2.76it/s]
      34/80      0.94G      0.996      1.633     0.6603      1.257          7        640:  96%|█████████▌| 497/519 [03:51<00:13,  1.67it/s]
      34/80      0.94G      0.996      1.633     0.6605      1.257          9        640:  96%|█████████▌| 497/519 [03:51<00:13,  1.67it/s]
      34/80      0.94G      0.996      1.633     0.6605      1.257          9        640:  96%|█████████▌| 498/519 [03:51<00:10,  2.06it/s]
      34/80      0.94G     0.9961      1.633     0.6609      1.257         10        640:  96%|█████████▌| 498/519 [03:51<00:10,  2.06it/s]
      34/80      0.94G     0.9961      1.633     0.6609      1.257         10        640:  96%|█████████▌| 499/519 [03:51<00:08,  2.40it/s]
      34/80      0.94G      0.996      1.632     0.6606      1.257          8        640:  96%|█████████▌| 499/519 [03:52<00:08,  2.40it/s]
      34/80      0.94G      0.996      1.632     0.6606      1.257          8        640:  96%|█████████▋| 500/519 [03:52<00:06,  2.74it/s]
      34/80      0.94G     0.9958      1.632     0.6602      1.257         10        640:  96%|█████████▋| 500/519 [03:52<00:06,  2.74it/s]
      34/80      0.94G     0.9958      1.632     0.6602      1.257         10        640:  97%|█████████▋| 501/519 [03:52<00:09,  1.92it/s]
      34/80      0.94G     0.9971      1.633     0.6614      1.258          6        640:  97%|█████████▋| 501/519 [03:53<00:09,  1.92it/s]
      34/80      0.94G     0.9971      1.633     0.6614      1.258          6        640:  97%|█████████▋| 502/519 [03:53<00:10,  1.61it/s]
      34/80      0.94G     0.9966      1.633     0.6611      1.258         11        640:  97%|█████████▋| 502/519 [03:53<00:10,  1.61it/s]
      34/80      0.94G     0.9966      1.633     0.6611      1.258         11        640:  97%|█████████▋| 503/519 [03:53<00:07,  2.01it/s]
      34/80      0.94G     0.9965      1.633      0.661      1.258         10        640:  97%|█████████▋| 503/519 [03:54<00:07,  2.01it/s]
      34/80      0.94G     0.9965      1.633      0.661      1.258         10        640:  97%|█████████▋| 504/519 [03:54<00:06,  2.42it/s]
      34/80      0.94G     0.9961      1.632     0.6607      1.258         10        640:  97%|█████████▋| 504/519 [03:54<00:06,  2.42it/s]
      34/80      0.94G     0.9961      1.632     0.6607      1.258         10        640:  97%|█████████▋| 505/519 [03:54<00:07,  1.88it/s]
      34/80      0.94G     0.9959      1.632     0.6604      1.258         11        640:  97%|█████████▋| 505/519 [03:55<00:07,  1.88it/s]
      34/80      0.94G     0.9959      1.632     0.6604      1.258         11        640:  97%|█████████▋| 506/519 [03:55<00:05,  2.21it/s]
      34/80      0.94G     0.9958      1.632     0.6605      1.258          9        640:  97%|█████████▋| 506/519 [03:55<00:05,  2.21it/s]
      34/80      0.94G     0.9958      1.632     0.6605      1.258          9        640:  98%|█████████▊| 507/519 [03:55<00:04,  2.72it/s]
      34/80      0.94G     0.9957      1.632     0.6605      1.258         12        640:  98%|█████████▊| 507/519 [03:55<00:04,  2.72it/s]
      34/80      0.94G     0.9957      1.632     0.6605      1.258         12        640:  98%|█████████▊| 508/519 [03:55<00:03,  2.94it/s]
      34/80      0.94G     0.9957      1.632     0.6607      1.258         13        640:  98%|█████████▊| 508/519 [03:56<00:03,  2.94it/s]
      34/80      0.94G     0.9957      1.632     0.6607      1.258         13        640:  98%|█████████▊| 509/519 [03:56<00:05,  1.73it/s]
      34/80      0.94G     0.9963      1.632      0.662      1.258          4        640:  98%|█████████▊| 509/519 [03:57<00:05,  1.73it/s]
      34/80      0.94G     0.9963      1.632      0.662      1.258          4        640:  98%|█████████▊| 510/519 [03:57<00:04,  2.15it/s]
      34/80      0.94G      0.996      1.631     0.6616      1.258         10        640:  98%|█████████▊| 510/519 [03:57<00:04,  2.15it/s]
      34/80      0.94G      0.996      1.631     0.6616      1.258         10        640:  98%|█████████▊| 511/519 [03:57<00:03,  2.57it/s]
      34/80      0.94G     0.9968      1.632     0.6617      1.258         14        640:  98%|█████████▊| 511/519 [03:57<00:03,  2.57it/s]
      34/80      0.94G     0.9968      1.632     0.6617      1.258         14        640:  99%|█████████▊| 512/519 [03:57<00:02,  2.90it/s]
      34/80      0.94G     0.9968      1.631     0.6616      1.258         10        640:  99%|█████████▊| 512/519 [03:58<00:02,  2.90it/s]
      34/80      0.94G     0.9968      1.631     0.6616      1.258         10        640:  99%|█████████▉| 513/519 [03:58<00:02,  2.01it/s]
      34/80      0.94G     0.9968      1.632     0.6618      1.258          9        640:  99%|█████████▉| 513/519 [03:58<00:02,  2.01it/s]
      34/80      0.94G     0.9968      1.632     0.6618      1.258          9        640:  99%|█████████▉| 514/519 [03:58<00:02,  2.49it/s]
      34/80      0.94G     0.9966      1.631     0.6618      1.258          8        640:  99%|█████████▉| 514/519 [03:58<00:02,  2.49it/s]
      34/80      0.94G     0.9966      1.631     0.6618      1.258          8        640:  99%|█████████▉| 515/519 [03:58<00:01,  3.00it/s]
      34/80      0.94G     0.9968      1.632     0.6621      1.258          9        640:  99%|█████████▉| 515/519 [03:58<00:01,  3.00it/s]
      34/80      0.94G     0.9968      1.632     0.6621      1.258          9        640:  99%|█████████▉| 516/519 [03:58<00:00,  3.35it/s]
      34/80      0.94G      0.997      1.631     0.6625      1.259         11        640:  99%|█████████▉| 516/519 [03:59<00:00,  3.35it/s]
      34/80      0.94G      0.997      1.631     0.6625      1.259         11        640: 100%|█████████▉| 517/519 [03:59<00:00,  2.71it/s]
      34/80      0.94G     0.9971      1.632     0.6629      1.259         10        640: 100%|█████████▉| 517/519 [03:59<00:00,  2.71it/s]
      34/80      0.94G     0.9965      1.631     0.6626      1.259          9        640: 100%|█████████▉| 517/519 [03:59<00:00,  2.71it/s]
      34/80      0.94G     0.9965      1.631     0.6626      1.259          9        640: 100%|██████████| 519/519 [03:59<00:00,  4.29it/s]
      34/80      0.94G     0.9965      1.631     0.6626      1.259          9        640: 100%|██████████| 519/519 [03:59<00:00,  2.17it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:42,  6.29s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:58,  2.84s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:46,  1.72s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:10,  1.15s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:50,  1.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:48,  1.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:42,  1.36it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:37,  1.51it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:09<00:32,  1.75it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:27,  2.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:24,  2.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:24,  2.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:11<00:23,  2.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:24,  2.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:25,  1.88it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:24,  1.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:23,  2.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:25,  1.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:27,  1.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:26,  1.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  2.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:18,  2.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:17<00:14,  2.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:05,  5.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:18<00:04,  6.48it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.62it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.87it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  7.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:19<00:03,  6.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.36it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:20<00:02,  6.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.50it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.49it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  8.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:21<00:01,  8.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:00,  9.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  89%|████████▉ | 58/65 [00:22<00:00,  9.53it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  92%|█████████▏| 60/65 [00:22<00:00,  9.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.88it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:22<00:00, 10.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.80it/s]
+                   all        519        519      0.972       0.94      0.981      0.728      0.974      0.942      0.983      0.702
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
      35/80      0.94G      1.011      1.686     0.5842      1.201         13        640:   0%|          | 0/519 [00:03<?, ?it/s]
      35/80      0.94G      1.011      1.686     0.5842      1.201         13        640:   0%|          | 1/519 [00:03<28:47,  3.33s/it]
      35/80      0.94G      1.132      2.007      0.842      1.267          9        640:   0%|          | 1/519 [00:03<28:47,  3.33s/it]
      35/80      0.94G      1.132      2.007      0.842      1.267          9        640:   0%|          | 2/519 [00:03<13:02,  1.51s/it]
      35/80      0.94G      0.968      1.779      0.673      1.166         11        640:   0%|          | 2/519 [00:03<13:02,  1.51s/it]
      35/80      0.94G      0.968      1.779      0.673      1.166         11        640:   1%|          | 3/519 [00:03<08:06,  1.06it/s]
      35/80      0.94G     0.9187       1.66     0.6429      1.163         12        640:   1%|          | 3/519 [00:04<08:06,  1.06it/s]
      35/80      0.94G     0.9187       1.66     0.6429      1.163         12        640:   1%|          | 4/519 [00:04<05:38,  1.52it/s]
      35/80      0.94G     0.8966      1.622     0.6033      1.164         13        640:   1%|          | 4/519 [00:04<05:38,  1.52it/s]
      35/80      0.94G     0.8966      1.622     0.6033      1.164         13        640:   1%|          | 5/519 [00:04<06:14,  1.37it/s]
      35/80      0.94G     0.8426      1.496     0.5639      1.141          8        640:   1%|          | 5/519 [00:05<06:14,  1.37it/s]
      35/80      0.94G     0.8426      1.496     0.5639      1.141          8        640:   1%|          | 6/519 [00:05<04:45,  1.80it/s]
      35/80      0.94G     0.8547      1.528     0.5893      1.148         11        640:   1%|          | 6/519 [00:05<04:45,  1.80it/s]
      35/80      0.94G     0.8547      1.528     0.5893      1.148         11        640:   1%|▏         | 7/519 [00:05<03:51,  2.21it/s]
      35/80      0.94G     0.8787      1.561     0.6074      1.152         11        640:   1%|▏         | 7/519 [00:05<03:51,  2.21it/s]
      35/80      0.94G     0.8787      1.561     0.6074      1.152         11        640:   2%|▏         | 8/519 [00:05<03:16,  2.60it/s]
      35/80      0.94G     0.8926       1.56     0.6141      1.151         13        640:   2%|▏         | 8/519 [00:06<03:16,  2.60it/s]
      35/80      0.94G     0.8926       1.56     0.6141      1.151         13        640:   2%|▏         | 9/519 [00:06<05:47,  1.47it/s]
      35/80      0.94G     0.8981      1.619       0.64       1.18          6        640:   2%|▏         | 9/519 [00:07<05:47,  1.47it/s]
      35/80      0.94G     0.8981      1.619       0.64       1.18          6        640:   2%|▏         | 10/519 [00:07<04:43,  1.80it/s]
      35/80      0.94G     0.9214      1.636     0.7155      1.204          7        640:   2%|▏         | 10/519 [00:07<04:43,  1.80it/s]
      35/80      0.94G     0.9214      1.636     0.7155      1.204          7        640:   2%|▏         | 11/519 [00:07<03:50,  2.20it/s]
      35/80      0.94G     0.9343      1.607     0.6969       1.22          8        640:   2%|▏         | 11/519 [00:07<03:50,  2.20it/s]
      35/80      0.94G     0.9343      1.607     0.6969       1.22          8        640:   2%|▏         | 12/519 [00:07<03:19,  2.55it/s]
      35/80      0.94G     0.9204      1.585     0.6856      1.211         12        640:   2%|▏         | 12/519 [00:08<03:19,  2.55it/s]
      35/80      0.94G     0.9204      1.585     0.6856      1.211         12        640:   3%|▎         | 13/519 [00:08<03:48,  2.22it/s]
      35/80      0.94G     0.9175      1.595     0.6722      1.208          8        640:   3%|▎         | 13/519 [00:08<03:48,  2.22it/s]
      35/80      0.94G     0.9175      1.595     0.6722      1.208          8        640:   3%|▎         | 14/519 [00:08<03:11,  2.64it/s]
      35/80      0.94G     0.9391      1.572     0.6609      1.221          9        640:   3%|▎         | 14/519 [00:08<03:11,  2.64it/s]
      35/80      0.94G     0.9391      1.572     0.6609      1.221          9        640:   3%|▎         | 15/519 [00:08<03:01,  2.77it/s]
      35/80      0.94G     0.9337      1.583     0.6587      1.225         10        640:   3%|▎         | 15/519 [00:09<03:01,  2.77it/s]
      35/80      0.94G     0.9337      1.583     0.6587      1.225         10        640:   3%|▎         | 16/519 [00:09<02:43,  3.08it/s]
      35/80      0.94G     0.9382      1.591     0.6566      1.219         14        640:   3%|▎         | 16/519 [00:10<02:43,  3.08it/s]
      35/80      0.94G     0.9382      1.591     0.6566      1.219         14        640:   3%|▎         | 17/519 [00:10<04:32,  1.84it/s]
      35/80      0.94G     0.9374      1.578     0.6495      1.225          8        640:   3%|▎         | 17/519 [00:10<04:32,  1.84it/s]
      35/80      0.94G     0.9374      1.578     0.6495      1.225          8        640:   3%|▎         | 18/519 [00:10<03:56,  2.12it/s]
      35/80      0.94G     0.9351      1.567     0.6459      1.221         11        640:   3%|▎         | 18/519 [00:10<03:56,  2.12it/s]
      35/80      0.94G     0.9351      1.567     0.6459      1.221         11        640:   4%|▎         | 19/519 [00:10<03:11,  2.62it/s]
      35/80      0.94G     0.9403       1.58     0.6499       1.23         10        640:   4%|▎         | 19/519 [00:10<03:11,  2.62it/s]
      35/80      0.94G     0.9403       1.58     0.6499       1.23         10        640:   4%|▍         | 20/519 [00:10<02:49,  2.95it/s]
      35/80      0.94G     0.9429      1.578     0.6566      1.233          8        640:   4%|▍         | 20/519 [00:12<02:49,  2.95it/s]
      35/80      0.94G     0.9429      1.578     0.6566      1.233          8        640:   4%|▍         | 21/519 [00:12<05:19,  1.56it/s]
      35/80      0.94G      0.946      1.597     0.6532      1.234          9        640:   4%|▍         | 21/519 [00:12<05:19,  1.56it/s]
      35/80      0.94G      0.946      1.597     0.6532      1.234          9        640:   4%|▍         | 22/519 [00:12<04:14,  1.95it/s]
      35/80      0.94G     0.9429        1.6     0.6545      1.231          7        640:   4%|▍         | 22/519 [00:12<04:14,  1.95it/s]
      35/80      0.94G     0.9429        1.6     0.6545      1.231          7        640:   4%|▍         | 23/519 [00:12<03:38,  2.27it/s]
      35/80      0.94G     0.9587      1.645     0.6629      1.246          9        640:   4%|▍         | 23/519 [00:12<03:38,  2.27it/s]
      35/80      0.94G     0.9587      1.645     0.6629      1.246          9        640:   5%|▍         | 24/519 [00:12<03:04,  2.68it/s]
      35/80      0.94G      0.954      1.634     0.6599      1.243         10        640:   5%|▍         | 24/519 [00:14<03:04,  2.68it/s]
      35/80      0.94G      0.954      1.634     0.6599      1.243         10        640:   5%|▍         | 25/519 [00:14<06:04,  1.35it/s]
      35/80      0.94G     0.9618      1.631     0.6641      1.241         11        640:   5%|▍         | 25/519 [00:14<06:04,  1.35it/s]
      35/80      0.94G     0.9618      1.631     0.6641      1.241         11        640:   5%|▌         | 26/519 [00:14<04:42,  1.74it/s]
      35/80      0.94G     0.9598      1.617     0.6588      1.242         14        640:   5%|▌         | 26/519 [00:14<04:42,  1.74it/s]
      35/80      0.94G     0.9598      1.617     0.6588      1.242         14        640:   5%|▌         | 27/519 [00:14<04:00,  2.05it/s]
      35/80      0.94G     0.9704      1.629     0.6668      1.246         10        640:   5%|▌         | 27/519 [00:15<04:00,  2.05it/s]
      35/80      0.94G     0.9704      1.629     0.6668      1.246         10        640:   5%|▌         | 28/519 [00:15<03:12,  2.56it/s]
      35/80      0.94G     0.9711      1.628     0.6647       1.25         11        640:   5%|▌         | 28/519 [00:16<03:12,  2.56it/s]
      35/80      0.94G     0.9711      1.628     0.6647       1.25         11        640:   6%|▌         | 29/519 [00:16<06:29,  1.26it/s]
      35/80      0.94G     0.9722      1.622     0.6632      1.249         10        640:   6%|▌         | 29/519 [00:16<06:29,  1.26it/s]
      35/80      0.94G     0.9722      1.622     0.6632      1.249         10        640:   6%|▌         | 30/519 [00:16<04:53,  1.67it/s]
      35/80      0.94G      0.972      1.625     0.6611      1.248         13        640:   6%|▌         | 30/519 [00:17<04:53,  1.67it/s]
      35/80      0.94G      0.972      1.625     0.6611      1.248         13        640:   6%|▌         | 31/519 [00:17<04:06,  1.98it/s]
      35/80      0.94G     0.9707      1.611     0.6591      1.244         15        640:   6%|▌         | 31/519 [00:17<04:06,  1.98it/s]
      35/80      0.94G     0.9707      1.611     0.6591      1.244         15        640:   6%|▌         | 32/519 [00:17<03:26,  2.36it/s]
      35/80      0.94G     0.9725      1.608     0.6703      1.244          8        640:   6%|▌         | 32/519 [00:18<03:26,  2.36it/s]
      35/80      0.94G     0.9725      1.608     0.6703      1.244          8        640:   6%|▋         | 33/519 [00:18<05:15,  1.54it/s]
      35/80      0.94G     0.9758      1.611     0.6702      1.245         11        640:   6%|▋         | 33/519 [00:18<05:15,  1.54it/s]
      35/80      0.94G     0.9758      1.611     0.6702      1.245         11        640:   7%|▋         | 34/519 [00:18<04:03,  1.99it/s]
      35/80      0.94G     0.9756      1.618     0.6699      1.245         12        640:   7%|▋         | 34/519 [00:19<04:03,  1.99it/s]
      35/80      0.94G     0.9756      1.618     0.6699      1.245         12        640:   7%|▋         | 35/519 [00:19<03:17,  2.44it/s]
      35/80      0.94G     0.9731      1.617     0.6739      1.245          7        640:   7%|▋         | 35/519 [00:19<03:17,  2.44it/s]
      35/80      0.94G     0.9731      1.617     0.6739      1.245          7        640:   7%|▋         | 36/519 [00:19<02:53,  2.78it/s]
      35/80      0.94G      0.975      1.613     0.6718      1.248         14        640:   7%|▋         | 36/519 [00:20<02:53,  2.78it/s]
      35/80      0.94G      0.975      1.613     0.6718      1.248         14        640:   7%|▋         | 37/519 [00:20<04:08,  1.94it/s]
      35/80      0.94G     0.9729      1.615     0.6712      1.246         13        640:   7%|▋         | 37/519 [00:20<04:08,  1.94it/s]
      35/80      0.94G     0.9729      1.615     0.6712      1.246         13        640:   7%|▋         | 38/519 [00:20<03:23,  2.36it/s]
      35/80      0.94G      0.974      1.605     0.6675      1.245         11        640:   7%|▋         | 38/519 [00:20<03:23,  2.36it/s]
      35/80      0.94G      0.974      1.605     0.6675      1.245         11        640:   8%|▊         | 39/519 [00:20<02:56,  2.72it/s]
      35/80      0.94G     0.9731      1.607      0.669      1.243         13        640:   8%|▊         | 39/519 [00:20<02:56,  2.72it/s]
      35/80      0.94G     0.9731      1.607      0.669      1.243         13        640:   8%|▊         | 40/519 [00:20<02:35,  3.09it/s]
      35/80      0.94G     0.9723      1.606      0.667      1.241         14        640:   8%|▊         | 40/519 [00:21<02:35,  3.09it/s]
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      35/80      0.94G     0.9721      1.617     0.6658      1.239         12        640:   8%|▊         | 41/519 [00:22<04:05,  1.95it/s]
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      35/80      0.94G     0.9647      1.608      0.662      1.235          7        640:   8%|▊         | 42/519 [00:22<03:23,  2.34it/s]
      35/80      0.94G     0.9647      1.608      0.662      1.235          7        640:   8%|▊         | 43/519 [00:22<02:56,  2.70it/s]
      35/80      0.94G     0.9634      1.607     0.6612      1.232         12        640:   8%|▊         | 43/519 [00:22<02:56,  2.70it/s]
      35/80      0.94G     0.9634      1.607     0.6612      1.232         12        640:   8%|▊         | 44/519 [00:22<02:31,  3.13it/s]
      35/80      0.94G     0.9648      1.604     0.6593      1.232         12        640:   8%|▊         | 44/519 [00:24<02:31,  3.13it/s]
      35/80      0.94G     0.9648      1.604     0.6593      1.232         12        640:   9%|▊         | 45/519 [00:24<05:32,  1.42it/s]
      35/80      0.94G     0.9661      1.616     0.6601      1.233          7        640:   9%|▊         | 45/519 [00:24<05:32,  1.42it/s]
      35/80      0.94G     0.9661      1.616     0.6601      1.233          7        640:   9%|▉         | 46/519 [00:24<04:24,  1.79it/s]
      35/80      0.94G     0.9653      1.614     0.6608      1.231          9        640:   9%|▉         | 46/519 [00:24<04:24,  1.79it/s]
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      35/80      0.94G     0.9715      1.627     0.6669      1.234         11        640:   9%|▉         | 47/519 [00:24<03:57,  1.98it/s]
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      35/80      0.94G     0.9775      1.636      0.675      1.237         13        640:   9%|▉         | 48/519 [00:25<03:14,  2.42it/s]
      35/80      0.94G     0.9775      1.636      0.675      1.237         13        640:   9%|▉         | 49/519 [00:25<04:48,  1.63it/s]
      35/80      0.94G     0.9803      1.652     0.6753       1.24         12        640:   9%|▉         | 49/519 [00:26<04:48,  1.63it/s]
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      35/80      0.94G     0.9728      1.648      0.667      1.237         13        640:  10%|▉         | 51/519 [00:26<03:15,  2.39it/s]
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      35/80      0.94G     0.9792       1.65     0.6646      1.241         10        640:  10%|█         | 54/519 [00:28<03:51,  2.01it/s]
      35/80      0.94G     0.9792       1.65     0.6646      1.241         10        640:  11%|█         | 55/519 [00:28<03:09,  2.45it/s]
      35/80      0.94G     0.9822      1.644     0.6648      1.243          7        640:  11%|█         | 55/519 [00:28<03:09,  2.45it/s]
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      35/80      0.94G     0.9836       1.64     0.6638      1.243         13        640:  11%|█         | 56/519 [00:29<02:42,  2.85it/s]
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      35/80      0.94G     0.9833      1.645     0.6623      1.242          5        640:  11%|█         | 57/519 [00:29<04:47,  1.61it/s]
      35/80      0.94G     0.9833      1.645     0.6623      1.242          5        640:  11%|█         | 58/519 [00:29<03:42,  2.07it/s]
      35/80      0.94G     0.9859      1.663     0.6632      1.243          7        640:  11%|█         | 58/519 [00:30<03:42,  2.07it/s]
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      35/80      0.94G     0.9829      1.661     0.6677      1.247          7        640:  11%|█▏        | 59/519 [00:30<03:04,  2.49it/s]
      35/80      0.94G     0.9829      1.661     0.6677      1.247          7        640:  12%|█▏        | 60/519 [00:30<02:41,  2.85it/s]
      35/80      0.94G     0.9862      1.664     0.6685      1.246         10        640:  12%|█▏        | 60/519 [00:31<02:41,  2.85it/s]
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      35/80      0.94G     0.9836      1.657     0.6655      1.247          9        640:  12%|█▏        | 61/519 [00:31<03:44,  2.04it/s]
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      35/80      0.94G      0.986      1.651     0.6652      1.247          5        640:  12%|█▏        | 63/519 [00:31<02:58,  2.56it/s]
      35/80      0.94G      0.986      1.651     0.6652      1.247          5        640:  12%|█▏        | 64/519 [00:31<02:38,  2.88it/s]
      35/80      0.94G     0.9887      1.657     0.6674      1.247         11        640:  12%|█▏        | 64/519 [00:33<02:38,  2.88it/s]
      35/80      0.94G     0.9887      1.657     0.6674      1.247         11        640:  13%|█▎        | 65/519 [00:33<04:14,  1.78it/s]
      35/80      0.94G     0.9897      1.648     0.6665      1.249          6        640:  13%|█▎        | 65/519 [00:33<04:14,  1.78it/s]
      35/80      0.94G     0.9897      1.648     0.6665      1.249          6        640:  13%|█▎        | 66/519 [00:33<03:25,  2.21it/s]
      35/80      0.94G      0.987      1.643     0.6646      1.247          9        640:  13%|█▎        | 66/519 [00:33<03:25,  2.21it/s]
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      35/80      0.94G     0.9858      1.638     0.6636      1.248         11        640:  13%|█▎        | 68/519 [00:34<02:37,  2.86it/s]
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      35/80      0.94G     0.9874      1.636     0.6622      1.248         12        640:  13%|█▎        | 69/519 [00:34<03:33,  2.11it/s]
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      35/80      0.94G     0.9889      1.634     0.6705       1.25          6        640:  14%|█▍        | 73/519 [00:36<04:15,  1.74it/s]
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      35/80      0.94G     0.9906      1.632     0.6746       1.25         12        640:  14%|█▍        | 74/519 [00:36<03:33,  2.09it/s]
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      35/80      0.94G      0.986      1.626     0.6712      1.247          9        640:  14%|█▍        | 75/519 [00:37<03:01,  2.44it/s]
      35/80      0.94G      0.986      1.626     0.6712      1.247          9        640:  15%|█▍        | 76/519 [00:37<02:36,  2.83it/s]
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      35/80      0.94G     0.9855      1.626     0.6693      1.247         11        640:  15%|█▍        | 77/519 [00:38<05:25,  1.36it/s]
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      35/80      0.94G     0.9882      1.614     0.6599      1.253         11        640:  16%|█▌        | 81/519 [00:40<04:11,  1.74it/s]
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      35/80      0.94G     0.9855      1.612     0.6595      1.252          7        640:  16%|█▌        | 82/519 [00:40<03:21,  2.17it/s]
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      35/80      0.94G     0.9832      1.606     0.6565      1.249          8        640:  16%|█▌        | 83/519 [00:41<02:51,  2.54it/s]
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      35/80      0.94G     0.9812      1.606     0.6548      1.251          6        640:  17%|█▋        | 86/519 [00:42<02:55,  2.47it/s]
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      35/80      0.94G     0.9797      1.608     0.6567       1.25          9        640:  57%|█████▋    | 295/519 [02:17<01:13,  3.05it/s]
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      35/80      0.94G     0.9795      1.608     0.6562       1.25         13        640:  57%|█████▋    | 296/519 [02:18<01:51,  2.01it/s]
      35/80      0.94G      0.979      1.607     0.6554      1.249         14        640:  57%|█████▋    | 296/519 [02:18<01:51,  2.01it/s]
      35/80      0.94G      0.979      1.607     0.6554      1.249         14        640:  57%|█████▋    | 297/519 [02:18<01:36,  2.31it/s]
      35/80      0.94G     0.9796      1.607     0.6553      1.249         10        640:  57%|█████▋    | 297/519 [02:18<01:36,  2.31it/s]
      35/80      0.94G     0.9796      1.607     0.6553      1.249         10        640:  57%|█████▋    | 298/519 [02:18<01:17,  2.86it/s]
      35/80      0.94G     0.9794      1.606     0.6549      1.248         11        640:  57%|█████▋    | 298/519 [02:19<01:17,  2.86it/s]
      35/80      0.94G     0.9794      1.606     0.6549      1.248         11        640:  58%|█████▊    | 299/519 [02:19<01:13,  3.00it/s]
      35/80      0.94G     0.9798      1.605     0.6549      1.248         15        640:  58%|█████▊    | 299/519 [02:20<01:13,  3.00it/s]
      35/80      0.94G     0.9798      1.605     0.6549      1.248         15        640:  58%|█████▊    | 300/519 [02:20<02:05,  1.75it/s]
      35/80      0.94G     0.9796      1.606     0.6541      1.248         12        640:  58%|█████▊    | 300/519 [02:20<02:05,  1.75it/s]
      35/80      0.94G     0.9796      1.606     0.6541      1.248         12        640:  58%|█████▊    | 301/519 [02:20<01:38,  2.21it/s]
      35/80      0.94G     0.9795      1.607     0.6539      1.248         10        640:  58%|█████▊    | 301/519 [02:20<01:38,  2.21it/s]
      35/80      0.94G     0.9795      1.607     0.6539      1.248         10        640:  58%|█████▊    | 302/519 [02:20<01:22,  2.63it/s]
      35/80      0.94G     0.9792      1.609     0.6538      1.248          9        640:  58%|█████▊    | 302/519 [02:21<01:22,  2.63it/s]
      35/80      0.94G     0.9792      1.609     0.6538      1.248          9        640:  58%|█████▊    | 303/519 [02:21<01:19,  2.70it/s]
      35/80      0.94G       0.98      1.609     0.6542      1.248         14        640:  58%|█████▊    | 303/519 [02:22<01:19,  2.70it/s]
      35/80      0.94G       0.98      1.609     0.6542      1.248         14        640:  59%|█████▊    | 304/519 [02:22<02:08,  1.67it/s]
      35/80      0.94G     0.9806      1.611     0.6545      1.248         12        640:  59%|█████▊    | 304/519 [02:22<02:08,  1.67it/s]
      35/80      0.94G     0.9806      1.611     0.6545      1.248         12        640:  59%|█████▉    | 305/519 [02:22<01:40,  2.14it/s]
      35/80      0.94G     0.9804      1.609     0.6548      1.248          8        640:  59%|█████▉    | 305/519 [02:22<01:40,  2.14it/s]
      35/80      0.94G     0.9804      1.609     0.6548      1.248          8        640:  59%|█████▉    | 306/519 [02:22<01:26,  2.46it/s]
      35/80      0.94G     0.9799      1.609     0.6545      1.247         11        640:  59%|█████▉    | 306/519 [02:22<01:26,  2.46it/s]
      35/80      0.94G     0.9799      1.609     0.6545      1.247         11        640:  59%|█████▉    | 307/519 [02:22<01:13,  2.89it/s]
      35/80      0.94G       0.98      1.609     0.6544      1.248          9        640:  59%|█████▉    | 307/519 [02:24<01:13,  2.89it/s]
      35/80      0.94G       0.98      1.609     0.6544      1.248          9        640:  59%|█████▉    | 308/519 [02:24<02:16,  1.54it/s]
      35/80      0.94G     0.9795       1.61     0.6542      1.247         12        640:  59%|█████▉    | 308/519 [02:24<02:16,  1.54it/s]
      35/80      0.94G     0.9795       1.61     0.6542      1.247         12        640:  60%|█████▉    | 309/519 [02:24<01:46,  1.97it/s]
      35/80      0.94G     0.9792       1.61     0.6539      1.247         14        640:  60%|█████▉    | 309/519 [02:24<01:46,  1.97it/s]
      35/80      0.94G     0.9792       1.61     0.6539      1.247         14        640:  60%|█████▉    | 310/519 [02:24<01:30,  2.31it/s]
      35/80      0.94G     0.9787      1.607     0.6534      1.247         12        640:  60%|█████▉    | 310/519 [02:24<01:30,  2.31it/s]
      35/80      0.94G     0.9787      1.607     0.6534      1.247         12        640:  60%|█████▉    | 311/519 [02:24<01:14,  2.80it/s]
      35/80      0.94G     0.9788      1.608      0.654      1.247          7        640:  60%|█████▉    | 311/519 [02:25<01:14,  2.80it/s]
      35/80      0.94G     0.9788      1.608      0.654      1.247          7        640:  60%|██████    | 312/519 [02:25<01:40,  2.06it/s]
      35/80      0.94G      0.978      1.607     0.6535      1.246         11        640:  60%|██████    | 312/519 [02:25<01:40,  2.06it/s]
      35/80      0.94G      0.978      1.607     0.6535      1.246         11        640:  60%|██████    | 313/519 [02:25<01:26,  2.39it/s]
      35/80      0.94G     0.9773      1.606     0.6531      1.246         13        640:  60%|██████    | 313/519 [02:26<01:26,  2.39it/s]
      35/80      0.94G     0.9773      1.606     0.6531      1.246         13        640:  61%|██████    | 314/519 [02:26<01:10,  2.91it/s]
      35/80      0.94G     0.9771      1.605     0.6528      1.246          7        640:  61%|██████    | 314/519 [02:26<01:10,  2.91it/s]
      35/80      0.94G     0.9771      1.605     0.6528      1.246          7        640:  61%|██████    | 315/519 [02:26<01:05,  3.13it/s]
      35/80      0.94G     0.9778      1.607     0.6531      1.246         12        640:  61%|██████    | 315/519 [02:27<01:05,  3.13it/s]
      35/80      0.94G     0.9778      1.607     0.6531      1.246         12        640:  61%|██████    | 316/519 [02:27<01:56,  1.75it/s]
      35/80      0.94G     0.9785      1.609     0.6531      1.247          7        640:  61%|██████    | 316/519 [02:27<01:56,  1.75it/s]
      35/80      0.94G     0.9785      1.609     0.6531      1.247          7        640:  61%|██████    | 317/519 [02:27<01:34,  2.13it/s]
      35/80      0.94G     0.9782      1.609     0.6529      1.247          8        640:  61%|██████    | 317/519 [02:27<01:34,  2.13it/s]
      35/80      0.94G     0.9782      1.609     0.6529      1.247          8        640:  61%|██████▏   | 318/519 [02:27<01:22,  2.45it/s]
      35/80      0.94G     0.9779      1.608     0.6528      1.248          8        640:  61%|██████▏   | 318/519 [02:28<01:22,  2.45it/s]
      35/80      0.94G     0.9779      1.608     0.6528      1.248          8        640:  61%|██████▏   | 319/519 [02:28<01:16,  2.63it/s]
      35/80      0.94G     0.9783      1.608     0.6529      1.248          7        640:  61%|██████▏   | 319/519 [02:28<01:16,  2.63it/s]
      35/80      0.94G     0.9783      1.608     0.6529      1.248          7        640:  62%|██████▏   | 320/519 [02:28<01:35,  2.08it/s]
      35/80      0.94G     0.9778      1.608     0.6527      1.248         12        640:  62%|██████▏   | 320/519 [02:29<01:35,  2.08it/s]
      35/80      0.94G     0.9778      1.608     0.6527      1.248         12        640:  62%|██████▏   | 321/519 [02:29<01:16,  2.60it/s]
      35/80      0.94G     0.9773      1.607     0.6521      1.247         11        640:  62%|██████▏   | 321/519 [02:29<01:16,  2.60it/s]
      35/80      0.94G     0.9773      1.607     0.6521      1.247         11        640:  62%|██████▏   | 322/519 [02:29<01:09,  2.85it/s]
      35/80      0.94G      0.977      1.607     0.6518      1.247         12        640:  62%|██████▏   | 322/519 [02:29<01:09,  2.85it/s]
      35/80      0.94G      0.977      1.607     0.6518      1.247         12        640:  62%|██████▏   | 323/519 [02:29<01:00,  3.22it/s]
      35/80      0.94G     0.9766      1.606     0.6512      1.246          6        640:  62%|██████▏   | 323/519 [02:30<01:00,  3.22it/s]
      35/80      0.94G     0.9766      1.606     0.6512      1.246          6        640:  62%|██████▏   | 324/519 [02:30<01:28,  2.20it/s]
      35/80      0.94G     0.9762      1.608     0.6505      1.246         11        640:  62%|██████▏   | 324/519 [02:31<01:28,  2.20it/s]
      35/80      0.94G     0.9762      1.608     0.6505      1.246         11        640:  63%|██████▎   | 325/519 [02:31<01:39,  1.96it/s]
      35/80      0.94G     0.9756      1.607     0.6503      1.245          7        640:  63%|██████▎   | 325/519 [02:31<01:39,  1.96it/s]
      35/80      0.94G     0.9756      1.607     0.6503      1.245          7        640:  63%|██████▎   | 326/519 [02:31<01:22,  2.34it/s]
      35/80      0.94G     0.9753      1.606     0.6499      1.245         15        640:  63%|██████▎   | 326/519 [02:31<01:22,  2.34it/s]
      35/80      0.94G     0.9753      1.606     0.6499      1.245         15        640:  63%|██████▎   | 327/519 [02:31<01:11,  2.67it/s]
      35/80      0.94G      0.975      1.605       0.65      1.244          8        640:  63%|██████▎   | 327/519 [02:32<01:11,  2.67it/s]
      35/80      0.94G      0.975      1.605       0.65      1.244          8        640:  63%|██████▎   | 328/519 [02:32<01:22,  2.31it/s]
      35/80      0.94G     0.9755      1.604     0.6505      1.244         10        640:  63%|██████▎   | 328/519 [02:33<01:22,  2.31it/s]
      35/80      0.94G     0.9755      1.604     0.6505      1.244         10        640:  63%|██████▎   | 329/519 [02:33<01:50,  1.72it/s]
      35/80      0.94G     0.9755      1.603     0.6502      1.244          7        640:  63%|██████▎   | 329/519 [02:33<01:50,  1.72it/s]
      35/80      0.94G     0.9755      1.603     0.6501      1.244         10        640:  63%|██████▎   | 329/519 [02:33<01:50,  1.72it/s]
      35/80      0.94G     0.9755      1.603     0.6501      1.244         10        640:  64%|██████▍   | 331/519 [02:33<01:04,  2.89it/s]
      35/80      0.94G     0.9757      1.603     0.6501      1.244         10        640:  64%|██████▍   | 331/519 [02:33<01:04,  2.89it/s]
      35/80      0.94G     0.9757      1.603     0.6501      1.244         10        640:  64%|██████▍   | 332/519 [02:33<01:18,  2.39it/s]
      35/80      0.94G     0.9756      1.603       0.65      1.244         12        640:  64%|██████▍   | 332/519 [02:34<01:18,  2.39it/s]
      35/80      0.94G     0.9756      1.603       0.65      1.244         12        640:  64%|██████▍   | 333/519 [02:34<01:53,  1.63it/s]
      35/80      0.94G     0.9752      1.602     0.6494      1.244         11        640:  64%|██████▍   | 333/519 [02:35<01:53,  1.63it/s]
      35/80      0.94G     0.9752      1.602     0.6494      1.244         11        640:  64%|██████▍   | 334/519 [02:35<01:35,  1.94it/s]
      35/80      0.94G     0.9754      1.601     0.6492      1.244          9        640:  64%|██████▍   | 334/519 [02:35<01:35,  1.94it/s]
      35/80      0.94G     0.9754      1.601     0.6492      1.244          9        640:  65%|██████▍   | 335/519 [02:35<01:24,  2.17it/s]
      35/80      0.94G     0.9752      1.601     0.6492      1.243         11        640:  65%|██████▍   | 335/519 [02:35<01:24,  2.17it/s]
      35/80      0.94G     0.9752      1.601     0.6492      1.243         11        640:  65%|██████▍   | 336/519 [02:35<01:19,  2.30it/s]
      35/80      0.94G     0.9746        1.6     0.6489      1.243          6        640:  65%|██████▍   | 336/519 [02:37<01:19,  2.30it/s]
      35/80      0.94G     0.9746        1.6     0.6489      1.243          6        640:  65%|██████▍   | 337/519 [02:37<01:57,  1.55it/s]
      35/80      0.94G     0.9743        1.6     0.6487      1.243          8        640:  65%|██████▍   | 337/519 [02:37<01:57,  1.55it/s]
      35/80      0.94G     0.9743        1.6     0.6487      1.243          8        640:  65%|██████▌   | 338/519 [02:37<01:34,  1.91it/s]
      35/80      0.94G     0.9736        1.6     0.6481      1.242          8        640:  65%|██████▌   | 338/519 [02:37<01:34,  1.91it/s]
      35/80      0.94G     0.9736        1.6     0.6481      1.242          8        640:  65%|██████▌   | 339/519 [02:37<01:22,  2.18it/s]
      35/80      0.94G     0.9738      1.599     0.6477      1.242          9        640:  65%|██████▌   | 339/519 [02:38<01:22,  2.18it/s]
      35/80      0.94G     0.9738      1.599     0.6477      1.242          9        640:  66%|██████▌   | 340/519 [02:38<01:37,  1.84it/s]
      35/80      0.94G     0.9738      1.599     0.6476      1.242         13        640:  66%|██████▌   | 340/519 [02:38<01:37,  1.84it/s]
      35/80      0.94G     0.9738      1.599     0.6476      1.242         13        640:  66%|██████▌   | 341/519 [02:38<01:39,  1.80it/s]
      35/80      0.94G     0.9737      1.597     0.6471      1.243          8        640:  66%|██████▌   | 341/519 [02:39<01:39,  1.80it/s]
      35/80      0.94G     0.9737      1.597     0.6471      1.243          8        640:  66%|██████▌   | 342/519 [02:39<01:20,  2.20it/s]
      35/80      0.94G     0.9738      1.597     0.6474      1.243         12        640:  66%|██████▌   | 342/519 [02:39<01:20,  2.20it/s]
      35/80      0.94G     0.9738      1.597     0.6474      1.243         12        640:  66%|██████▌   | 343/519 [02:39<01:09,  2.53it/s]
      35/80      0.94G      0.974      1.598     0.6475      1.243         15        640:  66%|██████▌   | 343/519 [02:40<01:09,  2.53it/s]
      35/80      0.94G      0.974      1.598     0.6475      1.243         15        640:  66%|██████▋   | 344/519 [02:40<01:30,  1.94it/s]
      35/80      0.94G     0.9735      1.598     0.6481      1.243          7        640:  66%|██████▋   | 344/519 [02:40<01:30,  1.94it/s]
      35/80      0.94G     0.9735      1.598     0.6481      1.243          7        640:  66%|██████▋   | 345/519 [02:40<01:21,  2.15it/s]
      35/80      0.94G     0.9734      1.597     0.6479      1.243          8        640:  66%|██████▋   | 345/519 [02:40<01:21,  2.15it/s]
      35/80      0.94G     0.9734      1.597     0.6479      1.243          8        640:  67%|██████▋   | 346/519 [02:40<01:09,  2.50it/s]
      35/80      0.94G     0.9732      1.596     0.6474      1.243         11        640:  67%|██████▋   | 346/519 [02:41<01:09,  2.50it/s]
      35/80      0.94G     0.9732      1.596     0.6474      1.243         11        640:  67%|██████▋   | 347/519 [02:41<00:59,  2.89it/s]
      35/80      0.94G     0.9733      1.596     0.6473      1.243          9        640:  67%|██████▋   | 347/519 [02:42<00:59,  2.89it/s]
      35/80      0.94G     0.9733      1.596     0.6473      1.243          9        640:  67%|██████▋   | 348/519 [02:42<01:37,  1.75it/s]
      35/80      0.94G     0.9733      1.596     0.6473      1.243         12        640:  67%|██████▋   | 348/519 [02:42<01:37,  1.75it/s]
      35/80      0.94G     0.9733      1.596     0.6473      1.243         12        640:  67%|██████▋   | 349/519 [02:42<01:30,  1.89it/s]
      35/80      0.94G     0.9733      1.595     0.6472      1.243         10        640:  67%|██████▋   | 349/519 [02:42<01:30,  1.89it/s]
      35/80      0.94G     0.9733      1.595     0.6472      1.243         10        640:  67%|██████▋   | 350/519 [02:42<01:15,  2.23it/s]
      35/80      0.94G     0.9739      1.596     0.6474      1.243         13        640:  67%|██████▋   | 350/519 [02:43<01:15,  2.23it/s]
      35/80      0.94G     0.9739      1.596     0.6474      1.243         13        640:  68%|██████▊   | 351/519 [02:43<01:07,  2.49it/s]
      35/80      0.94G     0.9748      1.597     0.6476      1.244          7        640:  68%|██████▊   | 351/519 [02:43<01:07,  2.49it/s]
      35/80      0.94G     0.9748      1.597     0.6476      1.244          7        640:  68%|██████▊   | 352/519 [02:43<01:18,  2.13it/s]
      35/80      0.94G     0.9744      1.596     0.6472      1.244         11        640:  68%|██████▊   | 352/519 [02:44<01:18,  2.13it/s]
      35/80      0.94G     0.9744      1.596     0.6472      1.244         11        640:  68%|██████▊   | 353/519 [02:44<01:46,  1.56it/s]
      35/80      0.94G     0.9744      1.595     0.6476      1.244         13        640:  68%|██████▊   | 353/519 [02:45<01:46,  1.56it/s]
      35/80      0.94G     0.9744      1.595     0.6476      1.244         13        640:  68%|██████▊   | 354/519 [02:45<01:26,  1.92it/s]
      35/80      0.94G     0.9743      1.595     0.6471      1.244         13        640:  68%|██████▊   | 354/519 [02:45<01:26,  1.92it/s]
      35/80      0.94G     0.9743      1.595     0.6471      1.244         13        640:  68%|██████▊   | 355/519 [02:45<01:09,  2.35it/s]
      35/80      0.94G     0.9753      1.595     0.6472      1.245         10        640:  68%|██████▊   | 355/519 [02:45<01:09,  2.35it/s]
      35/80      0.94G     0.9753      1.595     0.6472      1.245         10        640:  69%|██████▊   | 356/519 [02:45<01:19,  2.06it/s]
      35/80      0.94G      0.976      1.595     0.6473      1.245         10        640:  69%|██████▊   | 356/519 [02:46<01:19,  2.06it/s]
      35/80      0.94G      0.976      1.595     0.6473      1.245         10        640:  69%|██████▉   | 357/519 [02:46<01:20,  2.02it/s]
      35/80      0.94G     0.9759      1.596     0.6472      1.245         10        640:  69%|██████▉   | 357/519 [02:46<01:20,  2.02it/s]
      35/80      0.94G     0.9759      1.596     0.6472      1.245         10        640:  69%|██████▉   | 358/519 [02:46<01:08,  2.35it/s]
      35/80      0.94G     0.9758      1.596     0.6469      1.245          7        640:  69%|██████▉   | 358/519 [02:46<01:08,  2.35it/s]
      35/80      0.94G     0.9758      1.596     0.6469      1.245          7        640:  69%|██████▉   | 359/519 [02:46<00:58,  2.72it/s]
      35/80      0.94G     0.9766      1.597     0.6471      1.246          6        640:  69%|██████▉   | 359/519 [02:47<00:58,  2.72it/s]
      35/80      0.94G     0.9766      1.597     0.6471      1.246          6        640:  69%|██████▉   | 360/519 [02:47<01:19,  2.01it/s]
      35/80      0.94G     0.9758      1.596     0.6468      1.246          8        640:  69%|██████▉   | 360/519 [02:48<01:19,  2.01it/s]
      35/80      0.94G     0.9758      1.596     0.6468      1.246          8        640:  70%|██████▉   | 361/519 [02:48<01:29,  1.77it/s]
      35/80      0.94G     0.9759      1.595     0.6467      1.246         12        640:  70%|██████▉   | 361/519 [02:48<01:29,  1.77it/s]
      35/80      0.94G     0.9759      1.595     0.6467      1.246         12        640:  70%|██████▉   | 362/519 [02:48<01:14,  2.12it/s]
      35/80      0.94G      0.976      1.594     0.6468      1.246         14        640:  70%|██████▉   | 362/519 [02:48<01:14,  2.12it/s]
      35/80      0.94G      0.976      1.594     0.6468      1.246         14        640:  70%|██████▉   | 363/519 [02:48<01:03,  2.45it/s]
      35/80      0.94G     0.9761      1.595     0.6464      1.246         10        640:  70%|██████▉   | 363/519 [02:49<01:03,  2.45it/s]
      35/80      0.94G     0.9761      1.595     0.6464      1.246         10        640:  70%|███████   | 364/519 [02:49<00:54,  2.86it/s]
      35/80      0.94G     0.9767      1.595     0.6461      1.246         10        640:  70%|███████   | 364/519 [02:50<00:54,  2.86it/s]
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      35/80      0.94G     0.9765      1.595     0.6459      1.246         12        640:  70%|███████   | 365/519 [02:50<01:31,  1.68it/s]
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      35/80      0.94G      0.978      1.597     0.6469      1.246         11        640:  71%|███████   | 366/519 [02:50<01:12,  2.10it/s]
      35/80      0.94G      0.978      1.597     0.6469      1.246         11        640:  71%|███████   | 367/519 [02:50<01:07,  2.24it/s]
      35/80      0.94G     0.9794      1.598     0.6501      1.248          8        640:  71%|███████   | 367/519 [02:51<01:07,  2.24it/s]
      35/80      0.94G     0.9794      1.598     0.6501      1.248          8        640:  71%|███████   | 368/519 [02:51<00:59,  2.56it/s]
      35/80      0.94G     0.9789      1.598       0.65      1.247          8        640:  71%|███████   | 368/519 [02:51<00:59,  2.56it/s]
      35/80      0.94G     0.9789      1.598       0.65      1.247          8        640:  71%|███████   | 369/519 [02:51<01:03,  2.35it/s]
      35/80      0.94G     0.9794      1.601     0.6512      1.248          8        640:  71%|███████   | 369/519 [02:52<01:03,  2.35it/s]
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      35/80      0.94G     0.9792        1.6     0.6509      1.248          8        640:  71%|███████▏  | 370/519 [02:52<01:05,  2.29it/s]
      35/80      0.94G     0.9792        1.6     0.6509      1.248          8        640:  71%|███████▏  | 371/519 [02:52<00:59,  2.48it/s]
      35/80      0.94G     0.9789      1.599     0.6505      1.247         14        640:  71%|███████▏  | 371/519 [02:52<00:59,  2.48it/s]
      35/80      0.94G     0.9789      1.599     0.6505      1.247         14        640:  72%|███████▏  | 372/519 [02:52<00:52,  2.80it/s]
      35/80      0.94G     0.9803      1.599     0.6516      1.248          9        640:  72%|███████▏  | 372/519 [02:53<00:52,  2.80it/s]
      35/80      0.94G     0.9803      1.599     0.6516      1.248          9        640:  72%|███████▏  | 373/519 [02:53<01:00,  2.42it/s]
      35/80      0.94G     0.9804        1.6     0.6511      1.248          8        640:  72%|███████▏  | 373/519 [02:53<01:00,  2.42it/s]
      35/80      0.94G     0.9804        1.6     0.6511      1.248          8        640:  72%|███████▏  | 374/519 [02:53<01:00,  2.38it/s]
      35/80      0.94G     0.9798        1.6     0.6512      1.248         10        640:  72%|███████▏  | 374/519 [02:54<01:00,  2.38it/s]
      35/80      0.94G     0.9798        1.6     0.6512      1.248         10        640:  72%|███████▏  | 375/519 [02:54<01:30,  1.59it/s]
      35/80      0.94G       0.98        1.6     0.6512      1.248         13        640:  72%|███████▏  | 375/519 [02:54<01:30,  1.59it/s]
      35/80      0.94G       0.98        1.6     0.6512      1.248         13        640:  72%|███████▏  | 376/519 [02:54<01:12,  1.97it/s]
      35/80      0.94G     0.9814      1.601     0.6516      1.248         10        640:  72%|███████▏  | 376/519 [02:55<01:12,  1.97it/s]
      35/80      0.94G     0.9814      1.601     0.6516      1.248         10        640:  73%|███████▎  | 377/519 [02:55<00:58,  2.44it/s]
      35/80      0.94G     0.9811      1.601      0.652      1.248          6        640:  73%|███████▎  | 377/519 [02:55<00:58,  2.44it/s]
      35/80      0.94G     0.9811      1.601      0.652      1.248          6        640:  73%|███████▎  | 378/519 [02:55<00:49,  2.86it/s]
      35/80      0.94G      0.981        1.6     0.6527      1.248          7        640:  73%|███████▎  | 378/519 [02:56<00:49,  2.86it/s]
      35/80      0.94G      0.981        1.6     0.6527      1.248          7        640:  73%|███████▎  | 379/519 [02:56<01:15,  1.87it/s]
      35/80      0.94G     0.9812        1.6     0.6523      1.248         12        640:  73%|███████▎  | 379/519 [02:56<01:15,  1.87it/s]
      35/80      0.94G     0.9812        1.6     0.6523      1.248         12        640:  73%|███████▎  | 380/519 [02:56<01:02,  2.24it/s]
      35/80      0.94G     0.9812      1.602     0.6526      1.248          9        640:  73%|███████▎  | 380/519 [02:56<01:02,  2.24it/s]
      35/80      0.94G     0.9812      1.602     0.6526      1.248          9        640:  73%|███████▎  | 381/519 [02:56<00:53,  2.58it/s]
      35/80      0.94G     0.9809      1.602     0.6525      1.247          8        640:  73%|███████▎  | 381/519 [02:57<00:53,  2.58it/s]
      35/80      0.94G     0.9809      1.602     0.6525      1.247          8        640:  74%|███████▎  | 382/519 [02:57<01:02,  2.20it/s]
      35/80      0.94G     0.9803      1.602     0.6522      1.247         12        640:  74%|███████▎  | 382/519 [02:58<01:02,  2.20it/s]
      35/80      0.94G     0.9803      1.602     0.6522      1.247         12        640:  74%|███████▍  | 383/519 [02:58<01:16,  1.78it/s]
      35/80      0.94G     0.9806      1.603     0.6523      1.247         15        640:  74%|███████▍  | 383/519 [02:58<01:16,  1.78it/s]
      35/80      0.94G     0.9806      1.603     0.6523      1.247         15        640:  74%|███████▍  | 384/519 [02:58<01:05,  2.05it/s]
      35/80      0.94G       0.98      1.603     0.6519      1.247         10        640:  74%|███████▍  | 384/519 [02:59<01:05,  2.05it/s]
      35/80      0.94G       0.98      1.603     0.6519      1.247         10        640:  74%|███████▍  | 385/519 [02:59<01:08,  1.97it/s]
      35/80      0.94G     0.9795      1.602     0.6515      1.246         12        640:  74%|███████▍  | 385/519 [02:59<01:08,  1.97it/s]
      35/80      0.94G     0.9795      1.602     0.6515      1.246         12        640:  74%|███████▍  | 386/519 [02:59<00:57,  2.32it/s]
      35/80      0.94G     0.9806      1.602     0.6523      1.247          9        640:  74%|███████▍  | 386/519 [03:00<00:57,  2.32it/s]
      35/80      0.94G     0.9806      1.602     0.6523      1.247          9        640:  75%|███████▍  | 387/519 [03:00<01:09,  1.91it/s]
      35/80      0.94G     0.9801      1.602     0.6519      1.246          8        640:  75%|███████▍  | 387/519 [03:01<01:09,  1.91it/s]
      35/80      0.94G     0.9801      1.602     0.6519      1.246          8        640:  75%|███████▍  | 388/519 [03:01<01:29,  1.47it/s]
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      35/80      0.94G     0.9804      1.602     0.6518      1.247         12        640:  75%|███████▍  | 389/519 [03:01<01:11,  1.82it/s]
      35/80      0.94G     0.9805      1.606     0.6523      1.247         10        640:  75%|███████▍  | 389/519 [03:01<01:11,  1.82it/s]
      35/80      0.94G     0.9805      1.606     0.6523      1.247         10        640:  75%|███████▌  | 390/519 [03:01<00:58,  2.21it/s]
      35/80      0.94G     0.9807      1.606      0.652      1.247         13        640:  75%|███████▌  | 390/519 [03:02<00:58,  2.21it/s]
      35/80      0.94G     0.9807      1.606      0.652      1.247         13        640:  75%|███████▌  | 391/519 [03:02<00:59,  2.17it/s]
      35/80      0.94G     0.9801      1.604     0.6516      1.246         14        640:  75%|███████▌  | 391/519 [03:02<00:59,  2.17it/s]
      35/80      0.94G     0.9801      1.604     0.6516      1.246         14        640:  76%|███████▌  | 392/519 [03:02<01:11,  1.78it/s]
      35/80      0.94G     0.9796      1.604     0.6513      1.246         10        640:  76%|███████▌  | 392/519 [03:03<01:11,  1.78it/s]
      35/80      0.94G     0.9796      1.604     0.6513      1.246         10        640:  76%|███████▌  | 393/519 [03:03<00:58,  2.17it/s]
      35/80      0.94G       0.98      1.606     0.6516      1.246         10        640:  76%|███████▌  | 393/519 [03:03<00:58,  2.17it/s]
      35/80      0.94G       0.98      1.606     0.6516      1.246         10        640:  76%|███████▌  | 394/519 [03:03<01:08,  1.83it/s]
      35/80      0.94G     0.9797      1.605     0.6514      1.246          6        640:  76%|███████▌  | 394/519 [03:04<01:08,  1.83it/s]
      35/80      0.94G     0.9797      1.605     0.6514      1.246          6        640:  76%|███████▌  | 395/519 [03:04<00:53,  2.31it/s]
      35/80      0.94G     0.9791      1.604     0.6508      1.245          7        640:  76%|███████▌  | 395/519 [03:04<00:53,  2.31it/s]
      35/80      0.94G     0.9791      1.604     0.6508      1.245          7        640:  76%|███████▋  | 396/519 [03:04<00:58,  2.12it/s]
      35/80      0.94G      0.979      1.604     0.6512      1.246          9        640:  76%|███████▋  | 396/519 [03:05<00:58,  2.12it/s]
      35/80      0.94G      0.979      1.604     0.6512      1.246          9        640:  76%|███████▋  | 397/519 [03:05<01:16,  1.60it/s]
      35/80      0.94G     0.9801      1.605     0.6515      1.246          7        640:  76%|███████▋  | 397/519 [03:05<01:16,  1.60it/s]
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      35/80      0.94G       0.98      1.605     0.6515      1.246         14        640:  77%|███████▋  | 398/519 [03:06<01:01,  1.96it/s]
      35/80      0.94G       0.98      1.605     0.6515      1.246         14        640:  77%|███████▋  | 399/519 [03:06<00:54,  2.22it/s]
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      35/80      0.94G     0.9799      1.605     0.6515      1.246          7        640:  77%|███████▋  | 400/519 [03:06<00:51,  2.30it/s]
      35/80      0.94G     0.9803      1.607     0.6519      1.247          7        640:  77%|███████▋  | 400/519 [03:07<00:51,  2.30it/s]
      35/80      0.94G     0.9803      1.607     0.6519      1.247          7        640:  77%|███████▋  | 401/519 [03:07<01:07,  1.75it/s]
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      35/80      0.94G     0.9804      1.605     0.6515      1.247         11        640:  77%|███████▋  | 402/519 [03:07<00:53,  2.17it/s]
      35/80      0.94G     0.9806      1.607     0.6513      1.247          8        640:  77%|███████▋  | 402/519 [03:07<00:53,  2.17it/s]
      35/80      0.94G     0.9806      1.607     0.6513      1.247          8        640:  78%|███████▊  | 403/519 [03:07<00:46,  2.48it/s]
      35/80      0.94G     0.9808      1.606     0.6509      1.247          8        640:  78%|███████▊  | 403/519 [03:08<00:46,  2.48it/s]
      35/80      0.94G     0.9808      1.606     0.6509      1.247          8        640:  78%|███████▊  | 404/519 [03:08<01:06,  1.72it/s]
      35/80      0.94G     0.9806      1.605     0.6506      1.247          9        640:  78%|███████▊  | 404/519 [03:09<01:06,  1.72it/s]
      35/80      0.94G     0.9806      1.605     0.6506      1.247          9        640:  78%|███████▊  | 405/519 [03:09<01:08,  1.66it/s]
      35/80      0.94G     0.9814      1.605     0.6508      1.247          9        640:  78%|███████▊  | 405/519 [03:09<01:08,  1.66it/s]
      35/80      0.94G     0.9814      1.605     0.6508      1.247          9        640:  78%|███████▊  | 406/519 [03:09<00:56,  2.02it/s]
      35/80      0.94G     0.9819      1.606     0.6511      1.247          8        640:  78%|███████▊  | 406/519 [03:10<00:56,  2.02it/s]
      35/80      0.94G     0.9819      1.606     0.6511      1.247          8        640:  78%|███████▊  | 407/519 [03:10<00:46,  2.41it/s]
      35/80      0.94G     0.9815      1.605     0.6508      1.247         12        640:  78%|███████▊  | 407/519 [03:10<00:46,  2.41it/s]
      35/80      0.94G     0.9815      1.605     0.6508      1.247         12        640:  79%|███████▊  | 408/519 [03:10<00:51,  2.17it/s]
      35/80      0.94G      0.981      1.604     0.6505      1.247         12        640:  79%|███████▊  | 408/519 [03:11<00:51,  2.17it/s]
      35/80      0.94G      0.981      1.604     0.6505      1.247         12        640:  79%|███████▉  | 409/519 [03:11<01:07,  1.63it/s]
      35/80      0.94G     0.9811      1.605      0.651      1.247          9        640:  79%|███████▉  | 409/519 [03:11<01:07,  1.63it/s]
      35/80      0.94G     0.9811      1.605      0.651      1.247          9        640:  79%|███████▉  | 410/519 [03:11<00:54,  2.01it/s]
      35/80      0.94G     0.9812      1.605      0.651      1.247         12        640:  79%|███████▉  | 410/519 [03:12<00:54,  2.01it/s]
      35/80      0.94G     0.9812      1.605      0.651      1.247         12        640:  79%|███████▉  | 411/519 [03:12<00:45,  2.39it/s]
      35/80      0.94G     0.9815      1.606     0.6514      1.247          7        640:  79%|███████▉  | 411/519 [03:13<00:45,  2.39it/s]
      35/80      0.94G     0.9815      1.606     0.6514      1.247          7        640:  79%|███████▉  | 412/519 [03:13<01:03,  1.69it/s]
      35/80      0.94G      0.981      1.604     0.6509      1.247          8        640:  79%|███████▉  | 412/519 [03:13<01:03,  1.69it/s]
      35/80      0.94G      0.981      1.604     0.6509      1.247          8        640:  80%|███████▉  | 413/519 [03:13<00:56,  1.89it/s]
      35/80      0.94G     0.9806      1.603     0.6504      1.247          7        640:  80%|███████▉  | 413/519 [03:13<00:56,  1.89it/s]
      35/80      0.94G     0.9806      1.603     0.6504      1.247          7        640:  80%|███████▉  | 414/519 [03:13<00:47,  2.20it/s]
      35/80      0.94G     0.9807      1.603     0.6504      1.247         14        640:  80%|███████▉  | 414/519 [03:13<00:47,  2.20it/s]
      35/80      0.94G     0.9807      1.603     0.6504      1.247         14        640:  80%|███████▉  | 415/519 [03:14<00:42,  2.43it/s]
      35/80      0.94G     0.9817      1.604     0.6506      1.248          8        640:  80%|███████▉  | 415/519 [03:14<00:42,  2.43it/s]
      35/80      0.94G     0.9817      1.604     0.6506      1.248          8        640:  80%|████████  | 416/519 [03:14<00:53,  1.94it/s]
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      35/80      0.94G     0.9816      1.604     0.6499      1.248          8        640:  80%|████████  | 417/519 [03:15<00:43,  2.34it/s]
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      35/80      0.94G     0.9869      1.621     0.6532      1.255         14        640:  93%|█████████▎| 481/519 [03:45<00:26,  1.43it/s]
      35/80      0.94G     0.9864       1.62      0.653      1.255         10        640:  93%|█████████▎| 481/519 [03:45<00:26,  1.43it/s]
      35/80      0.94G     0.9864       1.62      0.653      1.255         10        640:  93%|█████████▎| 482/519 [03:45<00:20,  1.81it/s]
      35/80      0.94G      0.986       1.62     0.6528      1.255         14        640:  93%|█████████▎| 482/519 [03:45<00:20,  1.81it/s]
      35/80      0.94G      0.986       1.62     0.6528      1.255         14        640:  93%|█████████▎| 483/519 [03:45<00:16,  2.21it/s]
      35/80      0.94G      0.986      1.621     0.6535      1.255         14        640:  93%|█████████▎| 483/519 [03:45<00:16,  2.21it/s]
      35/80      0.94G      0.986      1.621     0.6535      1.255         14        640:  93%|█████████▎| 484/519 [03:45<00:15,  2.27it/s]
      35/80      0.94G     0.9859      1.622     0.6539      1.255          9        640:  93%|█████████▎| 484/519 [03:46<00:15,  2.27it/s]
      35/80      0.94G     0.9859      1.622     0.6539      1.255          9        640:  93%|█████████▎| 485/519 [03:46<00:18,  1.85it/s]
      35/80      0.94G     0.9865      1.623     0.6544      1.255          9        640:  93%|█████████▎| 485/519 [03:47<00:18,  1.85it/s]
      35/80      0.94G     0.9865      1.623     0.6544      1.255          9        640:  94%|█████████▎| 486/519 [03:47<00:14,  2.21it/s]
      35/80      0.94G     0.9871      1.623     0.6546      1.256          5        640:  94%|█████████▎| 486/519 [03:47<00:14,  2.21it/s]
      35/80      0.94G     0.9871      1.623     0.6546      1.256          5        640:  94%|█████████▍| 487/519 [03:47<00:12,  2.66it/s]
      35/80      0.94G     0.9876      1.622     0.6544      1.256          9        640:  94%|█████████▍| 487/519 [03:47<00:12,  2.66it/s]
      35/80      0.94G     0.9876      1.622     0.6544      1.256          9        640:  94%|█████████▍| 488/519 [03:47<00:14,  2.10it/s]
      35/80      0.94G     0.9876      1.623     0.6541      1.256          6        640:  94%|█████████▍| 488/519 [03:48<00:14,  2.10it/s]
      35/80      0.94G     0.9876      1.623     0.6541      1.256          6        640:  94%|█████████▍| 489/519 [03:48<00:16,  1.87it/s]
      35/80      0.94G     0.9878      1.622     0.6537      1.256          8        640:  94%|█████████▍| 489/519 [03:48<00:16,  1.87it/s]
      35/80      0.94G     0.9878      1.622     0.6537      1.256          8        640:  94%|█████████▍| 490/519 [03:48<00:12,  2.33it/s]
      35/80      0.94G      0.987      1.621     0.6532      1.255         11        640:  94%|█████████▍| 490/519 [03:49<00:12,  2.33it/s]
      35/80      0.94G      0.987      1.621     0.6532      1.255         11        640:  95%|█████████▍| 491/519 [03:49<00:10,  2.70it/s]
      35/80      0.94G     0.9866       1.62     0.6529      1.255         10        640:  95%|█████████▍| 491/519 [03:49<00:10,  2.70it/s]
      35/80      0.94G     0.9866       1.62     0.6529      1.255         10        640:  95%|█████████▍| 492/519 [03:49<00:13,  2.04it/s]
      35/80      0.94G     0.9862       1.62     0.6527      1.254         10        640:  95%|█████████▍| 492/519 [03:50<00:13,  2.04it/s]
      35/80      0.94G     0.9862       1.62     0.6527      1.254         10        640:  95%|█████████▍| 493/519 [03:50<00:10,  2.38it/s]
      35/80      0.94G     0.9863       1.62     0.6525      1.254         13        640:  95%|█████████▍| 493/519 [03:50<00:10,  2.38it/s]
      35/80      0.94G     0.9863       1.62     0.6525      1.254         13        640:  95%|█████████▌| 494/519 [03:50<00:08,  2.81it/s]
      35/80      0.94G     0.9864       1.62     0.6529      1.254         12        640:  95%|█████████▌| 494/519 [03:50<00:08,  2.81it/s]
      35/80      0.94G     0.9864       1.62     0.6529      1.254         12        640:  95%|█████████▌| 495/519 [03:50<00:08,  2.98it/s]
      35/80      0.94G     0.9867      1.619     0.6527      1.254         11        640:  95%|█████████▌| 495/519 [03:51<00:08,  2.98it/s]
      35/80      0.94G     0.9867      1.619     0.6527      1.254         11        640:  96%|█████████▌| 496/519 [03:51<00:11,  2.02it/s]
      35/80      0.94G     0.9866      1.619     0.6523      1.254          9        640:  96%|█████████▌| 496/519 [03:51<00:11,  2.02it/s]
      35/80      0.94G     0.9866      1.619     0.6523      1.254          9        640:  96%|█████████▌| 497/519 [03:51<00:09,  2.37it/s]
      35/80      0.94G     0.9862      1.618     0.6519      1.254          7        640:  96%|█████████▌| 497/519 [03:51<00:09,  2.37it/s]
      35/80      0.94G     0.9862      1.618     0.6519      1.254          7        640:  96%|█████████▌| 498/519 [03:51<00:07,  2.69it/s]
      35/80      0.94G     0.9864      1.619     0.6523      1.254         12        640:  96%|█████████▌| 498/519 [03:52<00:07,  2.69it/s]
      35/80      0.94G     0.9864      1.619     0.6523      1.254         12        640:  96%|█████████▌| 499/519 [03:52<00:06,  2.91it/s]
      35/80      0.94G     0.9862      1.619     0.6524      1.254         16        640:  96%|█████████▌| 499/519 [03:53<00:06,  2.91it/s]
      35/80      0.94G     0.9862      1.619     0.6524      1.254         16        640:  96%|█████████▋| 500/519 [03:53<00:09,  1.98it/s]
      35/80      0.94G     0.9864      1.618     0.6527      1.254          7        640:  96%|█████████▋| 500/519 [03:53<00:09,  1.98it/s]
      35/80      0.94G     0.9864      1.618     0.6527      1.254          7        640:  97%|█████████▋| 501/519 [03:53<00:11,  1.60it/s]
      35/80      0.94G      0.987      1.618     0.6526      1.254         10        640:  97%|█████████▋| 501/519 [03:54<00:11,  1.60it/s]
      35/80      0.94G      0.987      1.618     0.6526      1.254         10        640:  97%|█████████▋| 502/519 [03:54<00:08,  1.92it/s]
      35/80      0.94G     0.9867      1.618     0.6523      1.254          9        640:  97%|█████████▋| 502/519 [03:54<00:08,  1.92it/s]
      35/80      0.94G     0.9867      1.618     0.6523      1.254          9        640:  97%|█████████▋| 503/519 [03:54<00:06,  2.33it/s]
      35/80      0.94G     0.9868      1.619     0.6525      1.254         13        640:  97%|█████████▋| 503/519 [03:54<00:06,  2.33it/s]
      35/80      0.94G     0.9868      1.619     0.6525      1.254         13        640:  97%|█████████▋| 504/519 [03:54<00:05,  2.58it/s]
      35/80      0.94G     0.9863      1.618     0.6523      1.254          9        640:  97%|█████████▋| 504/519 [03:56<00:05,  2.58it/s]
      35/80      0.94G     0.9863      1.618     0.6523      1.254          9        640:  97%|█████████▋| 505/519 [03:56<00:09,  1.51it/s]
      35/80      0.94G      0.986      1.618      0.652      1.254          8        640:  97%|█████████▋| 505/519 [03:56<00:09,  1.51it/s]
      35/80      0.94G      0.986      1.618      0.652      1.254          8        640:  97%|█████████▋| 506/519 [03:56<00:06,  1.86it/s]
      35/80      0.94G     0.9863      1.619     0.6523      1.254          8        640:  97%|█████████▋| 506/519 [03:56<00:06,  1.86it/s]
      35/80      0.94G     0.9863      1.619     0.6523      1.254          8        640:  98%|█████████▊| 507/519 [03:56<00:05,  2.25it/s]
      35/80      0.94G     0.9859      1.618      0.652      1.254         12        640:  98%|█████████▊| 507/519 [03:56<00:05,  2.25it/s]
      35/80      0.94G     0.9859      1.618      0.652      1.254         12        640:  98%|█████████▊| 508/519 [03:56<00:04,  2.59it/s]
      35/80      0.94G     0.9858      1.619     0.6521      1.254          9        640:  98%|█████████▊| 508/519 [03:58<00:04,  2.59it/s]
      35/80      0.94G     0.9858      1.619     0.6521      1.254          9        640:  98%|█████████▊| 509/519 [03:58<00:07,  1.41it/s]
      35/80      0.94G     0.9862       1.62     0.6526      1.255          6        640:  98%|█████████▊| 509/519 [03:58<00:07,  1.41it/s]
      35/80      0.94G     0.9862       1.62     0.6526      1.255          6        640:  98%|█████████▊| 510/519 [03:58<00:05,  1.80it/s]
      35/80      0.94G     0.9856      1.619     0.6526      1.254         11        640:  98%|█████████▊| 510/519 [03:58<00:05,  1.80it/s]
      35/80      0.94G     0.9856      1.619     0.6526      1.254         11        640:  98%|█████████▊| 511/519 [03:58<00:03,  2.13it/s]
      35/80      0.94G     0.9855       1.62     0.6527      1.254         11        640:  98%|█████████▊| 511/519 [03:58<00:03,  2.13it/s]
      35/80      0.94G     0.9855       1.62     0.6527      1.254         11        640:  99%|█████████▊| 512/519 [03:58<00:02,  2.56it/s]
      35/80      0.94G     0.9844      1.617     0.6522      1.254          4        640:  99%|█████████▊| 512/519 [03:59<00:02,  2.56it/s]
      35/80      0.94G     0.9844      1.617     0.6522      1.254          4        640:  99%|█████████▉| 513/519 [03:59<00:03,  1.78it/s]
      35/80      0.94G     0.9844      1.617     0.6521      1.254          8        640:  99%|█████████▉| 513/519 [04:00<00:03,  1.78it/s]
      35/80      0.94G     0.9844      1.617     0.6521      1.254          8        640:  99%|█████████▉| 514/519 [04:00<00:02,  2.28it/s]
      35/80      0.94G     0.9846      1.617     0.6517      1.254          9        640:  99%|█████████▉| 514/519 [04:00<00:02,  2.28it/s]
      35/80      0.94G     0.9846      1.617     0.6517      1.254          9        640:  99%|█████████▉| 515/519 [04:00<00:01,  2.81it/s]
      35/80      0.94G     0.9848      1.618      0.652      1.254         10        640:  99%|█████████▉| 515/519 [04:00<00:01,  2.81it/s]
      35/80      0.94G     0.9848      1.618      0.652      1.254         10        640:  99%|█████████▉| 516/519 [04:00<00:00,  3.41it/s]
      35/80      0.94G     0.9849      1.618     0.6519      1.254         11        640:  99%|█████████▉| 516/519 [04:00<00:00,  3.41it/s]
      35/80      0.94G     0.9849      1.618     0.6519      1.254         11        640: 100%|█████████▉| 517/519 [04:00<00:00,  2.53it/s]
      35/80      0.94G     0.9849      1.617     0.6519      1.254         10        640: 100%|█████████▉| 517/519 [04:01<00:00,  2.53it/s]
      35/80      0.94G     0.9849      1.617     0.6522      1.254          7        640: 100%|█████████▉| 517/519 [04:01<00:00,  2.53it/s]
      35/80      0.94G     0.9849      1.617     0.6522      1.254          7        640: 100%|██████████| 519/519 [04:01<00:00,  4.11it/s]
      35/80      0.94G     0.9849      1.617     0.6522      1.254          7        640: 100%|██████████| 519/519 [04:01<00:00,  2.15it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:41,  6.27s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:59,  2.84s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:47,  1.74s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:16,  1.25s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<00:59,  1.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:49,  1.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:42,  1.36it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:37,  1.51it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:31,  1.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:26,  2.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:23,  2.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:22,  2.39it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:21,  2.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:23,  2.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:23,  2.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:23,  2.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:23,  2.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:23,  1.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:25,  1.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:26,  1.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  2.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:17,  2.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:17<00:14,  2.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.36it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  4.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:05,  5.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:18<00:04,  6.44it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.60it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.44it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:04,  6.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  6.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  6.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:19<00:03,  6.44it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:20<00:03,  6.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.42it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  8.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:21<00:01,  8.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:00,  9.27it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  89%|████████▉ | 58/65 [00:22<00:00,  9.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  92%|█████████▏| 60/65 [00:22<00:00,  9.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.87it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.80it/s]
+                   all        519        519      0.962      0.948      0.982      0.739      0.964       0.95      0.983      0.714
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
      36/80      0.94G     0.7887      1.725     0.5038      1.082         10        640:   0%|          | 0/519 [00:03<?, ?it/s]
      36/80      0.94G     0.7887      1.725     0.5038      1.082         10        640:   0%|          | 1/519 [00:03<32:18,  3.74s/it]
      36/80      0.94G     0.8158      1.599     0.4931      1.074          8        640:   0%|          | 1/519 [00:03<32:18,  3.74s/it]
      36/80      0.94G     0.8158      1.599     0.4931      1.074          8        640:   0%|          | 2/519 [00:03<14:32,  1.69s/it]
      36/80      0.94G     0.8687      1.572     0.5512      1.089         11        640:   0%|          | 2/519 [00:04<14:32,  1.69s/it]
      36/80      0.94G     0.8687      1.572     0.5512      1.089         11        640:   1%|          | 3/519 [00:04<08:43,  1.02s/it]
      36/80      0.94G     0.7901      1.424     0.5133      1.097         10        640:   1%|          | 3/519 [00:04<08:43,  1.02s/it]
      36/80      0.94G     0.7901      1.424     0.5133      1.097         10        640:   1%|          | 4/519 [00:04<06:02,  1.42it/s]
      36/80      0.94G     0.8356      1.625     0.5902      1.137         12        640:   1%|          | 4/519 [00:04<06:02,  1.42it/s]
      36/80      0.94G     0.8356      1.625     0.5902      1.137         12        640:   1%|          | 5/519 [00:04<04:50,  1.77it/s]
      36/80      0.94G     0.8512      1.569     0.5909       1.13          9        640:   1%|          | 5/519 [00:04<04:50,  1.77it/s]
      36/80      0.94G     0.8512      1.569     0.5909       1.13          9        640:   1%|          | 6/519 [00:04<03:51,  2.22it/s]
      36/80      0.94G     0.8723      1.671     0.6093      1.141         14        640:   1%|          | 6/519 [00:06<03:51,  2.22it/s]
      36/80      0.94G     0.8723      1.671     0.6093      1.141         14        640:   1%|▏         | 7/519 [00:06<05:44,  1.49it/s]
      36/80      0.94G     0.8461      1.581     0.5791      1.116          7        640:   1%|▏         | 7/519 [00:07<05:44,  1.49it/s]
      36/80      0.94G     0.8461      1.581     0.5791      1.116          7        640:   2%|▏         | 8/519 [00:07<07:06,  1.20it/s]
      36/80      0.94G     0.8862       1.61     0.6041      1.138         11        640:   2%|▏         | 8/519 [00:07<07:06,  1.20it/s]
      36/80      0.94G     0.8862       1.61     0.6041      1.138         11        640:   2%|▏         | 9/519 [00:07<05:32,  1.53it/s]
      36/80      0.94G     0.8886      1.644     0.6294      1.141          9        640:   2%|▏         | 9/519 [00:07<05:32,  1.53it/s]
      36/80      0.94G     0.8886      1.644     0.6294      1.141          9        640:   2%|▏         | 10/519 [00:07<04:17,  1.98it/s]
      36/80      0.94G     0.8934      1.618     0.6382       1.15         16        640:   2%|▏         | 10/519 [00:08<04:17,  1.98it/s]
      36/80      0.94G     0.8934      1.618     0.6382       1.15         16        640:   2%|▏         | 11/519 [00:08<04:21,  1.95it/s]
      36/80      0.94G     0.8948      1.631     0.6499      1.159         11        640:   2%|▏         | 11/519 [00:08<04:21,  1.95it/s]
      36/80      0.94G     0.9139       1.64     0.6501      1.162         10        640:   2%|▏         | 11/519 [00:08<04:21,  1.95it/s]
      36/80      0.94G     0.9139       1.64     0.6501      1.162         10        640:   3%|▎         | 13/519 [00:08<02:34,  3.27it/s]
      36/80      0.94G     0.9317       1.63      0.657      1.168          9        640:   3%|▎         | 13/519 [00:08<02:34,  3.27it/s]
      36/80      0.94G     0.9485      1.637     0.6612       1.19          9        640:   3%|▎         | 13/519 [00:10<02:34,  3.27it/s]
      36/80      0.94G     0.9485      1.637     0.6612       1.19          9        640:   3%|▎         | 15/519 [00:10<04:25,  1.90it/s]
      36/80      0.94G     0.9469      1.644     0.6635      1.187         10        640:   3%|▎         | 15/519 [00:10<04:25,  1.90it/s]
      36/80      0.94G     0.9469      1.644     0.6635      1.187         10        640:   3%|▎         | 16/519 [00:10<03:55,  2.14it/s]
      36/80      0.94G     0.9547      1.647     0.6595      1.187         10        640:   3%|▎         | 16/519 [00:10<03:55,  2.14it/s]
      36/80      0.94G     0.9547      1.647     0.6595      1.187         10        640:   3%|▎         | 17/519 [00:10<03:28,  2.41it/s]
      36/80      0.94G     0.9629       1.63     0.6543      1.198         10        640:   3%|▎         | 17/519 [00:10<03:28,  2.41it/s]
      36/80      0.94G     0.9629       1.63     0.6543      1.198         10        640:   3%|▎         | 18/519 [00:10<03:03,  2.73it/s]
      36/80      0.94G     0.9751      1.667     0.6535      1.204         11        640:   3%|▎         | 18/519 [00:11<03:03,  2.73it/s]
      36/80      0.94G     0.9751      1.667     0.6535      1.204         11        640:   4%|▎         | 19/519 [00:11<04:47,  1.74it/s]
      36/80      0.94G     0.9614      1.649     0.6396        1.2          9        640:   4%|▎         | 19/519 [00:12<04:47,  1.74it/s]
      36/80      0.94G     0.9614      1.649     0.6396        1.2          9        640:   4%|▍         | 20/519 [00:12<03:59,  2.08it/s]
      36/80      0.94G     0.9691      1.682     0.6429      1.211         10        640:   4%|▍         | 20/519 [00:12<03:59,  2.08it/s]
      36/80      0.94G     0.9691      1.682     0.6429      1.211         10        640:   4%|▍         | 21/519 [00:12<03:26,  2.41it/s]
      36/80      0.94G     0.9741      1.682     0.6423      1.217         13        640:   4%|▍         | 21/519 [00:12<03:26,  2.41it/s]
      36/80      0.94G     0.9741      1.682     0.6423      1.217         13        640:   4%|▍         | 22/519 [00:12<03:05,  2.68it/s]
      36/80      0.94G     0.9787      1.688     0.6364      1.218         10        640:   4%|▍         | 22/519 [00:13<03:05,  2.68it/s]
      36/80      0.94G     0.9787      1.688     0.6364      1.218         10        640:   4%|▍         | 23/519 [00:13<05:01,  1.65it/s]
      36/80      0.94G     0.9905      1.691     0.6384      1.227          7        640:   4%|▍         | 23/519 [00:14<05:01,  1.65it/s]
      36/80      0.94G     0.9905      1.691     0.6384      1.227          7        640:   5%|▍         | 24/519 [00:14<04:22,  1.88it/s]
      36/80      0.94G     0.9766      1.668     0.6301      1.218         10        640:   5%|▍         | 24/519 [00:14<04:22,  1.88it/s]
      36/80      0.94G     0.9766      1.668     0.6301      1.218         10        640:   5%|▍         | 25/519 [00:14<03:39,  2.26it/s]
      36/80      0.94G     0.9802      1.666     0.6333       1.22         10        640:   5%|▍         | 25/519 [00:14<03:39,  2.26it/s]
      36/80      0.94G     0.9802      1.666     0.6333       1.22         10        640:   5%|▌         | 26/519 [00:14<03:16,  2.51it/s]
      36/80      0.94G     0.9718      1.648     0.6293      1.221          6        640:   5%|▌         | 26/519 [00:15<03:16,  2.51it/s]
      36/80      0.94G     0.9718      1.648     0.6293      1.221          6        640:   5%|▌         | 27/519 [00:15<04:04,  2.01it/s]
      36/80      0.94G     0.9781      1.654     0.6364       1.23          9        640:   5%|▌         | 27/519 [00:15<04:04,  2.01it/s]
      36/80      0.94G     0.9781      1.654     0.6364       1.23          9        640:   5%|▌         | 28/519 [00:15<03:24,  2.40it/s]
      36/80      0.94G     0.9722      1.646     0.6279      1.234          8        640:   5%|▌         | 28/519 [00:15<03:24,  2.40it/s]
      36/80      0.94G     0.9722      1.646     0.6279      1.234          8        640:   6%|▌         | 29/519 [00:15<02:53,  2.82it/s]
      36/80      0.94G     0.9597      1.626     0.6236      1.228          7        640:   6%|▌         | 29/519 [00:16<02:53,  2.82it/s]
      36/80      0.94G     0.9597      1.626     0.6236      1.228          7        640:   6%|▌         | 30/519 [00:16<02:39,  3.07it/s]
      36/80      0.94G     0.9602      1.627     0.6217      1.237         11        640:   6%|▌         | 30/519 [00:17<02:39,  3.07it/s]
      36/80      0.94G     0.9602      1.627     0.6217      1.237         11        640:   6%|▌         | 31/519 [00:17<03:47,  2.14it/s]
      36/80      0.94G     0.9528      1.615     0.6252      1.236          9        640:   6%|▌         | 31/519 [00:17<03:47,  2.14it/s]
      36/80      0.94G     0.9528      1.615     0.6252      1.236          9        640:   6%|▌         | 32/519 [00:17<03:04,  2.64it/s]
      36/80      0.94G      0.949      1.606     0.6185      1.235         11        640:   6%|▌         | 32/519 [00:17<03:04,  2.64it/s]
      36/80      0.94G      0.949      1.606     0.6185      1.235         11        640:   6%|▋         | 33/519 [00:17<02:43,  2.97it/s]
      36/80      0.94G     0.9525      1.616     0.6182      1.236          5        640:   6%|▋         | 33/519 [00:17<02:43,  2.97it/s]
      36/80      0.94G     0.9525      1.616     0.6182      1.236          5        640:   7%|▋         | 34/519 [00:17<02:33,  3.15it/s]
      36/80      0.94G     0.9574      1.642     0.6214       1.24          7        640:   7%|▋         | 34/519 [00:18<02:33,  3.15it/s]
      36/80      0.94G     0.9574      1.642     0.6214       1.24          7        640:   7%|▋         | 35/519 [00:18<04:39,  1.73it/s]
      36/80      0.94G     0.9666      1.636     0.6265      1.249         10        640:   7%|▋         | 35/519 [00:19<04:39,  1.73it/s]
      36/80      0.94G     0.9666      1.636     0.6265      1.249         10        640:   7%|▋         | 36/519 [00:19<03:48,  2.11it/s]
      36/80      0.94G     0.9625      1.625     0.6227      1.249          8        640:   7%|▋         | 36/519 [00:19<03:48,  2.11it/s]
      36/80      0.94G     0.9625      1.625     0.6227      1.249          8        640:   7%|▋         | 37/519 [00:19<03:15,  2.47it/s]
      36/80      0.94G     0.9603      1.615     0.6196      1.245          9        640:   7%|▋         | 37/519 [00:19<03:15,  2.47it/s]
      36/80      0.94G     0.9603      1.615     0.6196      1.245          9        640:   7%|▋         | 38/519 [00:19<02:53,  2.78it/s]
      36/80      0.94G     0.9591       1.61     0.6175      1.247          9        640:   7%|▋         | 38/519 [00:20<02:53,  2.78it/s]
      36/80      0.94G     0.9591       1.61     0.6175      1.247          9        640:   8%|▊         | 39/519 [00:20<05:00,  1.60it/s]
      36/80      0.94G     0.9533        1.6     0.6154      1.243         12        640:   8%|▊         | 39/519 [00:21<05:00,  1.60it/s]
      36/80      0.94G     0.9533        1.6     0.6154      1.243         12        640:   8%|▊         | 40/519 [00:21<04:04,  1.96it/s]
      36/80      0.94G     0.9536      1.598     0.6161      1.244         12        640:   8%|▊         | 40/519 [00:21<04:04,  1.96it/s]
      36/80      0.94G     0.9536      1.598     0.6161      1.244         12        640:   8%|▊         | 41/519 [00:21<03:21,  2.38it/s]
      36/80      0.94G     0.9582      1.601     0.6176      1.246          6        640:   8%|▊         | 41/519 [00:21<03:21,  2.38it/s]
      36/80      0.94G     0.9582      1.601     0.6176      1.246          6        640:   8%|▊         | 42/519 [00:21<02:55,  2.72it/s]
      36/80      0.94G      0.958      1.604     0.6193      1.248         12        640:   8%|▊         | 42/519 [00:22<02:55,  2.72it/s]
      36/80      0.94G      0.958      1.604     0.6193      1.248         12        640:   8%|▊         | 43/519 [00:22<04:41,  1.69it/s]
      36/80      0.94G     0.9584      1.607     0.6266      1.252          6        640:   8%|▊         | 43/519 [00:22<04:41,  1.69it/s]
      36/80      0.94G     0.9584      1.607     0.6266      1.252          6        640:   8%|▊         | 44/519 [00:22<03:38,  2.17it/s]
      36/80      0.94G     0.9604      1.618     0.6352      1.253         12        640:   8%|▊         | 44/519 [00:23<03:38,  2.17it/s]
      36/80      0.94G     0.9604      1.618     0.6352      1.253         12        640:   9%|▊         | 45/519 [00:23<03:11,  2.48it/s]
      36/80      0.94G     0.9698      1.624     0.6409      1.266          6        640:   9%|▊         | 45/519 [00:23<03:11,  2.48it/s]
      36/80      0.94G     0.9698      1.624     0.6409      1.266          6        640:   9%|▉         | 46/519 [00:23<02:42,  2.92it/s]
      36/80      0.94G     0.9645      1.612     0.6393      1.264         12        640:   9%|▉         | 46/519 [00:24<02:42,  2.92it/s]
      36/80      0.94G     0.9645      1.612     0.6393      1.264         12        640:   9%|▉         | 47/519 [00:24<05:10,  1.52it/s]
      36/80      0.94G     0.9594      1.606     0.6357      1.261         13        640:   9%|▉         | 47/519 [00:24<05:10,  1.52it/s]
      36/80      0.94G     0.9594      1.606     0.6357      1.261         13        640:   9%|▉         | 48/519 [00:24<03:59,  1.96it/s]
      36/80      0.94G     0.9578      1.603     0.6309      1.261          8        640:   9%|▉         | 48/519 [00:25<03:59,  1.96it/s]
      36/80      0.94G     0.9578      1.603     0.6309      1.261          8        640:   9%|▉         | 49/519 [00:25<03:11,  2.46it/s]
      36/80      0.94G     0.9563      1.608     0.6301      1.263         11        640:   9%|▉         | 49/519 [00:25<03:11,  2.46it/s]
      36/80      0.94G     0.9563      1.608     0.6301      1.263         11        640:  10%|▉         | 50/519 [00:25<02:52,  2.72it/s]
      36/80      0.94G     0.9513      1.598     0.6296      1.264          5        640:  10%|▉         | 50/519 [00:26<02:52,  2.72it/s]
      36/80      0.94G     0.9513      1.598     0.6296      1.264          5        640:  10%|▉         | 51/519 [00:26<03:59,  1.96it/s]
      36/80      0.94G     0.9555      1.601     0.6331      1.271          6        640:  10%|▉         | 51/519 [00:26<03:59,  1.96it/s]
      36/80      0.94G     0.9555      1.601     0.6331      1.271          6        640:  10%|█         | 52/519 [00:26<03:19,  2.34it/s]
      36/80      0.94G     0.9581      1.602     0.6407      1.271          9        640:  10%|█         | 52/519 [00:26<03:19,  2.34it/s]
      36/80      0.94G     0.9581      1.602     0.6407      1.271          9        640:  10%|█         | 53/519 [00:26<02:46,  2.80it/s]
      36/80      0.94G      0.965      1.613      0.645      1.273         13        640:  10%|█         | 53/519 [00:26<02:46,  2.80it/s]
      36/80      0.94G      0.965      1.613      0.645      1.273         13        640:  10%|█         | 54/519 [00:26<02:31,  3.07it/s]
      36/80      0.94G     0.9672      1.609     0.6493      1.271          8        640:  10%|█         | 54/519 [00:27<02:31,  3.07it/s]
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      36/80      0.94G     0.9655      1.594     0.6584      1.246          8        640:  35%|███▌      | 183/519 [01:24<02:52,  1.95it/s]
      36/80      0.94G     0.9648      1.591     0.6579      1.246         10        640:  35%|███▌      | 183/519 [01:24<02:52,  1.95it/s]
      36/80      0.94G     0.9648      1.591     0.6579      1.246         10        640:  35%|███▌      | 184/519 [01:24<02:22,  2.35it/s]
      36/80      0.94G     0.9635      1.588     0.6576      1.245          9        640:  35%|███▌      | 184/519 [01:24<02:22,  2.35it/s]
      36/80      0.94G     0.9635      1.588     0.6576      1.245          9        640:  36%|███▌      | 185/519 [01:24<02:08,  2.60it/s]
      36/80      0.94G     0.9637      1.586     0.6577      1.244         13        640:  36%|███▌      | 185/519 [01:26<02:08,  2.60it/s]
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      36/80      0.94G     0.9624      1.584      0.657      1.243          9        640:  36%|███▌      | 186/519 [01:26<04:01,  1.38it/s]
      36/80      0.94G     0.9624      1.584      0.657      1.243          9        640:  36%|███▌      | 187/519 [01:26<03:03,  1.81it/s]
      36/80      0.94G     0.9613      1.584     0.6561      1.243         13        640:  36%|███▌      | 187/519 [01:26<03:03,  1.81it/s]
      36/80      0.94G     0.9613      1.584     0.6561      1.243         13        640:  36%|███▌      | 188/519 [01:26<02:21,  2.34it/s]
      36/80      0.94G     0.9608      1.582     0.6558      1.243         13        640:  36%|███▌      | 188/519 [01:26<02:21,  2.34it/s]
      36/80      0.94G     0.9608      1.582     0.6558      1.243         13        640:  36%|███▋      | 189/519 [01:26<02:03,  2.68it/s]
      36/80      0.94G     0.9594       1.58     0.6549      1.242          8        640:  36%|███▋      | 189/519 [01:28<02:03,  2.68it/s]
      36/80      0.94G     0.9594       1.58     0.6549      1.242          8        640:  37%|███▋      | 190/519 [01:28<03:35,  1.53it/s]
      36/80      0.94G     0.9599       1.58     0.6547      1.242         13        640:  37%|███▋      | 190/519 [01:28<03:35,  1.53it/s]
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      36/80      0.94G      0.959      1.579     0.6543      1.242          9        640:  37%|███▋      | 191/519 [01:28<02:45,  1.98it/s]
      36/80      0.94G      0.959      1.579     0.6543      1.242          9        640:  37%|███▋      | 192/519 [01:28<02:17,  2.38it/s]
      36/80      0.94G     0.9582       1.58     0.6529      1.241          8        640:  37%|███▋      | 192/519 [01:28<02:17,  2.38it/s]
      36/80      0.94G     0.9582       1.58     0.6529      1.241          8        640:  37%|███▋      | 193/519 [01:28<01:57,  2.77it/s]
      36/80      0.94G     0.9586      1.582     0.6529      1.242          7        640:  37%|███▋      | 193/519 [01:29<01:57,  2.77it/s]
      36/80      0.94G     0.9586      1.582     0.6529      1.242          7        640:  37%|███▋      | 194/519 [01:29<03:02,  1.78it/s]
      36/80      0.94G     0.9591      1.581     0.6527      1.241         10        640:  37%|███▋      | 194/519 [01:29<03:02,  1.78it/s]
      36/80      0.94G     0.9591      1.581     0.6527      1.241         10        640:  38%|███▊      | 195/519 [01:29<02:21,  2.29it/s]
      36/80      0.94G     0.9592      1.583     0.6527      1.241          7        640:  38%|███▊      | 195/519 [01:30<02:21,  2.29it/s]
      36/80      0.94G     0.9592      1.583     0.6527      1.241          7        640:  38%|███▊      | 196/519 [01:30<02:00,  2.68it/s]
      36/80      0.94G     0.9591      1.587     0.6529      1.242         10        640:  38%|███▊      | 196/519 [01:30<02:00,  2.68it/s]
      36/80      0.94G     0.9591      1.587     0.6529      1.242         10        640:  38%|███▊      | 197/519 [01:30<01:46,  3.03it/s]
      36/80      0.94G     0.9579      1.585     0.6518      1.241         13        640:  38%|███▊      | 197/519 [01:31<01:46,  3.03it/s]
      36/80      0.94G     0.9579      1.585     0.6518      1.241         13        640:  38%|███▊      | 198/519 [01:31<03:29,  1.53it/s]
      36/80      0.94G     0.9568      1.583     0.6509      1.241          7        640:  38%|███▊      | 198/519 [01:31<03:29,  1.53it/s]
      36/80      0.94G     0.9568      1.583     0.6509      1.241          7        640:  38%|███▊      | 199/519 [01:31<02:40,  2.00it/s]
      36/80      0.94G     0.9566      1.583     0.6509      1.241          7        640:  38%|███▊      | 199/519 [01:32<02:40,  2.00it/s]
      36/80      0.94G     0.9566      1.583     0.6509      1.241          7        640:  39%|███▊      | 200/519 [01:32<02:21,  2.25it/s]
      36/80      0.94G     0.9577      1.582     0.6512      1.241          7        640:  39%|███▊      | 200/519 [01:32<02:21,  2.25it/s]
      36/80      0.94G     0.9577      1.582     0.6512      1.241          7        640:  39%|███▊      | 201/519 [01:32<02:03,  2.57it/s]
      36/80      0.94G     0.9591      1.584     0.6526      1.241         12        640:  39%|███▊      | 201/519 [01:33<02:03,  2.57it/s]
      36/80      0.94G     0.9591      1.584     0.6526      1.241         12        640:  39%|███▉      | 202/519 [01:33<02:31,  2.09it/s]
      36/80      0.94G     0.9584      1.582     0.6517      1.241          8        640:  39%|███▉      | 202/519 [01:33<02:31,  2.09it/s]
      36/80      0.94G     0.9584      1.582     0.6517      1.241          8        640:  39%|███▉      | 203/519 [01:33<02:09,  2.45it/s]
      36/80      0.94G     0.9595      1.579     0.6519      1.242          7        640:  39%|███▉      | 203/519 [01:33<02:09,  2.45it/s]
      36/80      0.94G     0.9595      1.579     0.6519      1.242          7        640:  39%|███▉      | 204/519 [01:33<01:51,  2.83it/s]
      36/80      0.94G     0.9576      1.579     0.6506      1.241          9        640:  39%|███▉      | 204/519 [01:33<01:51,  2.83it/s]
      36/80      0.94G     0.9576      1.579     0.6506      1.241          9        640:  39%|███▉      | 205/519 [01:33<01:38,  3.18it/s]
      36/80      0.94G     0.9585      1.579     0.6521      1.241          6        640:  39%|███▉      | 205/519 [01:35<01:38,  3.18it/s]
      36/80      0.94G     0.9585      1.579     0.6521      1.241          6        640:  40%|███▉      | 206/519 [01:35<03:02,  1.72it/s]
      36/80      0.94G     0.9582      1.579     0.6524      1.241         10        640:  40%|███▉      | 206/519 [01:35<03:02,  1.72it/s]
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      36/80      0.94G     0.9568      1.576     0.6517       1.24         13        640:  40%|███▉      | 207/519 [01:35<02:28,  2.11it/s]
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      36/80      0.94G     0.9566      1.576     0.6516      1.239         11        640:  40%|████      | 208/519 [01:35<02:03,  2.52it/s]
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      36/80      0.94G     0.9583      1.578     0.6525      1.239         12        640:  40%|████      | 209/519 [01:36<01:48,  2.85it/s]
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      36/80      0.94G     0.9601      1.581     0.6529      1.242          9        640:  40%|████      | 210/519 [01:36<02:08,  2.40it/s]
      36/80      0.94G     0.9601      1.581     0.6529      1.242          9        640:  41%|████      | 211/519 [01:36<01:55,  2.66it/s]
      36/80      0.94G     0.9594       1.58     0.6523      1.242          8        640:  41%|████      | 211/519 [01:37<01:55,  2.66it/s]
      36/80      0.94G     0.9594       1.58     0.6523      1.242          8        640:  41%|████      | 212/519 [01:37<02:06,  2.42it/s]
      36/80      0.94G     0.9586      1.579     0.6513      1.241         15        640:  41%|████      | 212/519 [01:37<02:06,  2.42it/s]
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      36/80      0.94G     0.9574      1.577     0.6503       1.24         13        640:  41%|████      | 213/519 [01:38<01:53,  2.70it/s]
      36/80      0.94G     0.9574      1.577     0.6503       1.24         13        640:  41%|████      | 214/519 [01:38<02:33,  1.99it/s]
      36/80      0.94G     0.9561      1.576     0.6495      1.239         13        640:  41%|████      | 214/519 [01:38<02:33,  1.99it/s]
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      36/80      0.94G     0.9551      1.576     0.6486      1.238         14        640:  41%|████▏     | 215/519 [01:39<02:09,  2.34it/s]
      36/80      0.94G     0.9551      1.576     0.6486      1.238         14        640:  42%|████▏     | 216/519 [01:39<02:34,  1.97it/s]
      36/80      0.94G     0.9554       1.58     0.6483      1.239          9        640:  42%|████▏     | 216/519 [01:39<02:34,  1.97it/s]
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      36/80      0.94G     0.9547      1.579     0.6483      1.239          7        640:  42%|████▏     | 217/519 [01:39<02:13,  2.26it/s]
      36/80      0.94G     0.9547      1.579     0.6483      1.239          7        640:  42%|████▏     | 218/519 [01:39<02:02,  2.45it/s]
      36/80      0.94G     0.9535      1.577     0.6474      1.238         12        640:  42%|████▏     | 218/519 [01:39<02:02,  2.45it/s]
      36/80      0.94G     0.9535      1.577     0.6474      1.238         12        640:  42%|████▏     | 219/519 [01:39<01:44,  2.88it/s]
      36/80      0.94G     0.9533      1.576     0.6466      1.238         10        640:  42%|████▏     | 219/519 [01:41<01:44,  2.88it/s]
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      36/80      0.94G     0.9523      1.576     0.6466      1.237         14        640:  42%|████▏     | 220/519 [01:41<03:16,  1.52it/s]
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      36/80      0.94G     0.9506      1.574     0.6461      1.237          8        640:  43%|████▎     | 221/519 [01:41<02:34,  1.92it/s]
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      36/80      0.94G     0.9504      1.576     0.6459      1.236         10        640:  43%|████▎     | 222/519 [01:41<02:04,  2.39it/s]
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      36/80      0.94G     0.9502      1.575     0.6455      1.236         11        640:  43%|████▎     | 223/519 [01:42<01:48,  2.73it/s]
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      36/80      0.94G     0.9508      1.575     0.6459      1.236         10        640:  43%|████▎     | 224/519 [01:42<01:59,  2.46it/s]
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      36/80      0.94G      0.951      1.572     0.6463      1.235         10        640:  44%|████▍     | 228/519 [01:44<02:20,  2.07it/s]
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      36/80      0.94G     0.9524      1.572     0.6465      1.237          9        640:  44%|████▍     | 229/519 [01:45<01:55,  2.51it/s]
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      36/80      0.94G     0.9503      1.571     0.6468      1.236         11        640:  45%|████▌     | 236/519 [01:48<02:43,  1.73it/s]
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      36/80      0.94G     0.9493       1.57     0.6449      1.234         12        640:  47%|████▋     | 243/519 [01:51<02:25,  1.90it/s]
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      36/80      0.94G     0.9485      1.569     0.6441      1.233         10        640:  47%|████▋     | 244/519 [01:52<01:58,  2.32it/s]
      36/80      0.94G     0.9485      1.569     0.6441      1.233         10        640:  47%|████▋     | 245/519 [01:52<01:43,  2.63it/s]
      36/80      0.94G     0.9496      1.573     0.6445      1.234         14        640:  47%|████▋     | 245/519 [01:53<01:43,  2.63it/s]
      36/80      0.94G     0.9496      1.573     0.6445      1.234         14        640:  47%|████▋     | 246/519 [01:53<02:51,  1.59it/s]
      36/80      0.94G     0.9501      1.574     0.6439      1.234          9        640:  47%|████▋     | 246/519 [01:53<02:51,  1.59it/s]
      36/80      0.94G     0.9501      1.574     0.6439      1.234          9        640:  48%|████▊     | 247/519 [01:53<02:17,  1.98it/s]
      36/80      0.94G     0.9502      1.573     0.6431      1.234          7        640:  48%|████▊     | 247/519 [01:53<02:17,  1.98it/s]
      36/80      0.94G     0.9502      1.573     0.6431      1.234          7        640:  48%|████▊     | 248/519 [01:53<01:53,  2.39it/s]
      36/80      0.94G     0.9498      1.573     0.6422      1.234         11        640:  48%|████▊     | 248/519 [01:53<01:53,  2.39it/s]
      36/80      0.94G     0.9498      1.573     0.6422      1.234         11        640:  48%|████▊     | 249/519 [01:53<01:37,  2.76it/s]
      36/80      0.94G     0.9497      1.571     0.6423      1.234          6        640:  48%|████▊     | 249/519 [01:54<01:37,  2.76it/s]
      36/80      0.94G     0.9497      1.571     0.6423      1.234          6        640:  48%|████▊     | 250/519 [01:54<01:50,  2.43it/s]
      36/80      0.94G     0.9501      1.571     0.6419      1.234          8        640:  48%|████▊     | 250/519 [01:54<01:50,  2.43it/s]
      36/80      0.94G     0.9501      1.571     0.6419      1.234          8        640:  48%|████▊     | 251/519 [01:54<01:37,  2.74it/s]
      36/80      0.94G     0.9501       1.57      0.642      1.233         13        640:  48%|████▊     | 251/519 [01:54<01:37,  2.74it/s]
      36/80      0.94G     0.9501       1.57      0.642      1.233         13        640:  49%|████▊     | 252/519 [01:54<01:27,  3.07it/s]
      36/80      0.94G     0.9495       1.57     0.6415      1.232         13        640:  49%|████▊     | 252/519 [01:55<01:27,  3.07it/s]
      36/80      0.94G     0.9495       1.57     0.6415      1.232         13        640:  49%|████▊     | 253/519 [01:55<01:25,  3.12it/s]
      36/80      0.94G     0.9511      1.575     0.6425      1.234          7        640:  49%|████▊     | 253/519 [01:56<01:25,  3.12it/s]
      36/80      0.94G     0.9511      1.575     0.6425      1.234          7        640:  49%|████▉     | 254/519 [01:56<02:38,  1.67it/s]
      36/80      0.94G     0.9515      1.575     0.6433      1.235          7        640:  49%|████▉     | 254/519 [01:56<02:38,  1.67it/s]
      36/80      0.94G     0.9515      1.575     0.6433      1.235          7        640:  49%|████▉     | 255/519 [01:56<02:06,  2.09it/s]
      36/80      0.94G     0.9508      1.573     0.6424      1.235         10        640:  49%|████▉     | 255/519 [01:56<02:06,  2.09it/s]
      36/80      0.94G     0.9508      1.573     0.6424      1.235         10        640:  49%|████▉     | 256/519 [01:56<01:47,  2.45it/s]
      36/80      0.94G     0.9505      1.574     0.6428      1.234         10        640:  49%|████▉     | 256/519 [01:57<01:47,  2.45it/s]
      36/80      0.94G     0.9505      1.574     0.6428      1.234         10        640:  50%|████▉     | 257/519 [01:57<01:34,  2.79it/s]
      36/80      0.94G     0.9504      1.574     0.6432      1.234          9        640:  50%|████▉     | 257/519 [01:58<01:34,  2.79it/s]
      36/80      0.94G     0.9504      1.574     0.6432      1.234          9        640:  50%|████▉     | 258/519 [01:58<02:27,  1.77it/s]
      36/80      0.94G       0.95      1.575     0.6429      1.234          9        640:  50%|████▉     | 258/519 [01:58<02:27,  1.77it/s]
      36/80      0.94G       0.95      1.575     0.6429      1.234          9        640:  50%|████▉     | 259/519 [01:58<02:01,  2.14it/s]
      36/80      0.94G     0.9501      1.574     0.6432      1.234          8        640:  50%|████▉     | 259/519 [01:58<02:01,  2.14it/s]
      36/80      0.94G     0.9501      1.574     0.6432      1.234          8        640:  50%|█████     | 260/519 [01:58<01:42,  2.53it/s]
      36/80      0.94G     0.9494      1.573     0.6426      1.233          8        640:  50%|█████     | 260/519 [01:58<01:42,  2.53it/s]
      36/80      0.94G     0.9494      1.573     0.6426      1.233          8        640:  50%|█████     | 261/519 [01:58<01:29,  2.89it/s]
      36/80      0.94G     0.9501      1.572     0.6422      1.234          9        640:  50%|█████     | 261/519 [02:00<01:29,  2.89it/s]
      36/80      0.94G     0.9501      1.572     0.6422      1.234          9        640:  50%|█████     | 262/519 [02:00<03:19,  1.29it/s]
      36/80      0.94G     0.9506      1.572      0.642      1.233         12        640:  50%|█████     | 262/519 [02:00<03:19,  1.29it/s]
      36/80      0.94G     0.9506      1.572      0.642      1.233         12        640:  51%|█████     | 263/519 [02:00<02:31,  1.69it/s]
      36/80      0.94G      0.951      1.573     0.6419      1.233         11        640:  51%|█████     | 263/519 [02:01<02:31,  1.69it/s]
      36/80      0.94G      0.951      1.573     0.6419      1.233         11        640:  51%|█████     | 264/519 [02:01<02:12,  1.93it/s]
      36/80      0.94G     0.9507      1.572     0.6417      1.233         11        640:  51%|█████     | 264/519 [02:01<02:12,  1.93it/s]
      36/80      0.94G     0.9507      1.572     0.6417      1.233         11        640:  51%|█████     | 265/519 [02:01<01:52,  2.25it/s]
      36/80      0.94G     0.9514      1.571     0.6425      1.233          7        640:  51%|█████     | 265/519 [02:02<01:52,  2.25it/s]
      36/80      0.94G     0.9514      1.571     0.6425      1.233          7        640:  51%|█████▏    | 266/519 [02:02<02:49,  1.49it/s]
      36/80      0.94G     0.9507       1.57      0.642      1.233         10        640:  51%|█████▏    | 266/519 [02:02<02:49,  1.49it/s]
      36/80      0.94G     0.9507       1.57      0.642      1.233         10        640:  51%|█████▏    | 267/519 [02:02<02:07,  1.98it/s]
      36/80      0.94G     0.9506      1.569     0.6414      1.233          7        640:  51%|█████▏    | 267/519 [02:03<02:07,  1.98it/s]
      36/80      0.94G     0.9506      1.569     0.6414      1.233          7        640:  52%|█████▏    | 268/519 [02:03<01:45,  2.37it/s]
      36/80      0.94G     0.9508      1.569     0.6417      1.233         14        640:  52%|█████▏    | 268/519 [02:03<01:45,  2.37it/s]
      36/80      0.94G     0.9508      1.569     0.6417      1.233         14        640:  52%|█████▏    | 269/519 [02:03<01:28,  2.83it/s]
      36/80      0.94G     0.9496       1.57     0.6416      1.232          7        640:  52%|█████▏    | 269/519 [02:04<01:28,  2.83it/s]
      36/80      0.94G     0.9496       1.57     0.6416      1.232          7        640:  52%|█████▏    | 270/519 [02:04<02:21,  1.75it/s]
      36/80      0.94G       0.95       1.57     0.6415      1.233         15        640:  52%|█████▏    | 270/519 [02:04<02:21,  1.75it/s]
      36/80      0.94G       0.95       1.57     0.6415      1.233         15        640:  52%|█████▏    | 271/519 [02:04<01:53,  2.19it/s]
      36/80      0.94G     0.9501       1.57     0.6415      1.233         10        640:  52%|█████▏    | 271/519 [02:04<01:53,  2.19it/s]
      36/80      0.94G     0.9501       1.57     0.6415      1.233         10        640:  52%|█████▏    | 272/519 [02:04<01:35,  2.58it/s]
      36/80      0.94G       0.95       1.57     0.6412      1.232         11        640:  52%|█████▏    | 272/519 [02:04<01:35,  2.58it/s]
      36/80      0.94G       0.95       1.57     0.6412      1.232         11        640:  53%|█████▎    | 273/519 [02:04<01:24,  2.91it/s]
      36/80      0.94G     0.9496       1.57     0.6408      1.232         12        640:  53%|█████▎    | 273/519 [02:06<01:24,  2.91it/s]
      36/80      0.94G     0.9496       1.57     0.6408      1.232         12        640:  53%|█████▎    | 274/519 [02:06<02:27,  1.66it/s]
      36/80      0.94G     0.9499      1.568     0.6408      1.232         13        640:  53%|█████▎    | 274/519 [02:06<02:27,  1.66it/s]
      36/80      0.94G     0.9499      1.568     0.6408      1.232         13        640:  53%|█████▎    | 275/519 [02:06<01:58,  2.05it/s]
      36/80      0.94G     0.9492      1.572     0.6412      1.231          9        640:  53%|█████▎    | 275/519 [02:06<01:58,  2.05it/s]
      36/80      0.94G     0.9492      1.572     0.6412      1.231          9        640:  53%|█████▎    | 276/519 [02:06<01:39,  2.44it/s]
      36/80      0.94G     0.9487      1.571     0.6407      1.231         11        640:  53%|█████▎    | 276/519 [02:06<01:39,  2.44it/s]
      36/80      0.94G     0.9487      1.571     0.6407      1.231         11        640:  53%|█████▎    | 277/519 [02:06<01:27,  2.75it/s]
      36/80      0.94G     0.9488      1.573     0.6407      1.231          7        640:  53%|█████▎    | 277/519 [02:07<01:27,  2.75it/s]
      36/80      0.94G     0.9488      1.573     0.6407      1.231          7        640:  54%|█████▎    | 278/519 [02:07<01:41,  2.37it/s]
      36/80      0.94G     0.9487      1.575     0.6404      1.232         12        640:  54%|█████▎    | 278/519 [02:07<01:41,  2.37it/s]
      36/80      0.94G     0.9487      1.575     0.6404      1.232         12        640:  54%|█████▍    | 279/519 [02:07<01:29,  2.69it/s]
      36/80      0.94G     0.9495      1.576     0.6413      1.232          9        640:  54%|█████▍    | 279/519 [02:08<01:29,  2.69it/s]
      36/80      0.94G     0.9495      1.576     0.6413      1.232          9        640:  54%|█████▍    | 280/519 [02:08<01:24,  2.83it/s]
      36/80      0.94G     0.9491      1.577     0.6408      1.232         12        640:  54%|█████▍    | 280/519 [02:08<01:24,  2.83it/s]
      36/80      0.94G     0.9491      1.577     0.6408      1.232         12        640:  54%|█████▍    | 281/519 [02:08<01:15,  3.15it/s]
      36/80      0.94G     0.9486      1.577     0.6403      1.233          7        640:  54%|█████▍    | 281/519 [02:09<01:15,  3.15it/s]
      36/80      0.94G     0.9486      1.577     0.6403      1.233          7        640:  54%|█████▍    | 282/519 [02:09<02:08,  1.84it/s]
      36/80      0.94G     0.9486      1.575     0.6395      1.232         11        640:  54%|█████▍    | 282/519 [02:09<02:08,  1.84it/s]
      36/80      0.94G     0.9486      1.575     0.6395      1.232         11        640:  55%|█████▍    | 283/519 [02:09<01:43,  2.28it/s]
      36/80      0.94G     0.9501      1.578     0.6423      1.233         11        640:  55%|█████▍    | 283/519 [02:09<01:43,  2.28it/s]
      36/80      0.94G     0.9501      1.578     0.6423      1.233         11        640:  55%|█████▍    | 284/519 [02:09<01:27,  2.68it/s]
      36/80      0.94G      0.949      1.578     0.6418      1.232          8        640:  55%|█████▍    | 284/519 [02:09<01:27,  2.68it/s]
      36/80      0.94G      0.949      1.578     0.6418      1.232          8        640:  55%|█████▍    | 285/519 [02:09<01:18,  2.96it/s]
      36/80      0.94G     0.9491      1.578     0.6412      1.233          9        640:  55%|█████▍    | 285/519 [02:11<01:18,  2.96it/s]
      36/80      0.94G     0.9491      1.578     0.6412      1.233          9        640:  55%|█████▌    | 286/519 [02:11<02:16,  1.71it/s]
      36/80      0.94G     0.9488      1.578     0.6408      1.233         10        640:  55%|█████▌    | 286/519 [02:11<02:16,  1.71it/s]
      36/80      0.94G     0.9488      1.578     0.6408      1.233         10        640:  55%|█████▌    | 287/519 [02:11<01:50,  2.10it/s]
      36/80      0.94G      0.949      1.576     0.6405      1.233         10        640:  55%|█████▌    | 287/519 [02:11<01:50,  2.10it/s]
      36/80      0.94G      0.949      1.576     0.6405      1.233         10        640:  55%|█████▌    | 288/519 [02:11<01:37,  2.37it/s]
      36/80      0.94G     0.9476      1.575     0.6395      1.232          6        640:  55%|█████▌    | 288/519 [02:11<01:37,  2.37it/s]
      36/80      0.94G     0.9476      1.575     0.6395      1.232          6        640:  56%|█████▌    | 289/519 [02:11<01:22,  2.77it/s]
      36/80      0.94G     0.9474      1.574      0.639      1.232         11        640:  56%|█████▌    | 289/519 [02:13<01:22,  2.77it/s]
      36/80      0.94G     0.9474      1.574      0.639      1.232         11        640:  56%|█████▌    | 290/519 [02:13<02:59,  1.27it/s]
      36/80      0.94G      0.948      1.574     0.6392      1.232         14        640:  56%|█████▌    | 290/519 [02:13<02:59,  1.27it/s]
      36/80      0.94G      0.948      1.574     0.6392      1.232         14        640:  56%|█████▌    | 291/519 [02:13<02:18,  1.64it/s]
      36/80      0.94G     0.9482      1.574     0.6406      1.232         10        640:  56%|█████▌    | 291/519 [02:14<02:18,  1.64it/s]
      36/80      0.94G     0.9482      1.574     0.6406      1.232         10        640:  56%|█████▋    | 292/519 [02:14<01:53,  2.00it/s]
      36/80      0.94G     0.9481      1.575     0.6406      1.232         11        640:  56%|█████▋    | 292/519 [02:14<01:53,  2.00it/s]
      36/80      0.94G     0.9481      1.575     0.6406      1.232         11        640:  56%|█████▋    | 293/519 [02:14<01:35,  2.36it/s]
      36/80      0.94G     0.9475      1.574       0.64      1.232          8        640:  56%|█████▋    | 293/519 [02:15<01:35,  2.36it/s]
      36/80      0.94G     0.9475      1.574       0.64      1.232          8        640:  57%|█████▋    | 294/519 [02:15<02:17,  1.63it/s]
      36/80      0.94G     0.9482      1.574     0.6402      1.234          8        640:  57%|█████▋    | 294/519 [02:15<02:17,  1.63it/s]
      36/80      0.94G     0.9482      1.574     0.6402      1.234          8        640:  57%|█████▋    | 295/519 [02:15<01:52,  2.00it/s]
      36/80      0.94G     0.9484      1.576     0.6405      1.234          9        640:  57%|█████▋    | 295/519 [02:15<01:52,  2.00it/s]
      36/80      0.94G     0.9484      1.576     0.6405      1.234          9        640:  57%|█████▋    | 296/519 [02:15<01:35,  2.35it/s]
      36/80      0.94G     0.9491       1.58     0.6416      1.234          9        640:  57%|█████▋    | 296/519 [02:16<01:35,  2.35it/s]
      36/80      0.94G     0.9491       1.58     0.6416      1.234          9        640:  57%|█████▋    | 297/519 [02:16<01:25,  2.60it/s]
      36/80      0.94G     0.9503       1.58     0.6418      1.234          8        640:  57%|█████▋    | 297/519 [02:17<01:25,  2.60it/s]
      36/80      0.94G     0.9503       1.58     0.6418      1.234          8        640:  57%|█████▋    | 298/519 [02:17<02:15,  1.63it/s]
      36/80      0.94G     0.9515      1.581     0.6431      1.235          9        640:  57%|█████▋    | 298/519 [02:17<02:15,  1.63it/s]
      36/80      0.94G     0.9515      1.581     0.6431      1.235          9        640:  58%|█████▊    | 299/519 [02:17<01:42,  2.14it/s]
      36/80      0.94G     0.9515       1.58     0.6433      1.236         11        640:  58%|█████▊    | 299/519 [02:17<01:42,  2.14it/s]
      36/80      0.94G     0.9515       1.58     0.6433      1.236         11        640:  58%|█████▊    | 300/519 [02:17<01:27,  2.49it/s]
      36/80      0.94G     0.9518      1.582     0.6435      1.236         13        640:  58%|█████▊    | 300/519 [02:17<01:27,  2.49it/s]
      36/80      0.94G     0.9518      1.582     0.6435      1.236         13        640:  58%|█████▊    | 301/519 [02:17<01:16,  2.85it/s]
      36/80      0.94G     0.9526      1.593     0.6453      1.236          7        640:  58%|█████▊    | 301/519 [02:19<01:16,  2.85it/s]
      36/80      0.94G     0.9526      1.593     0.6453      1.236          7        640:  58%|█████▊    | 302/519 [02:19<02:22,  1.52it/s]
      36/80      0.94G     0.9524      1.593     0.6454      1.236         10        640:  58%|█████▊    | 302/519 [02:19<02:22,  1.52it/s]
      36/80      0.94G     0.9524      1.593     0.6454      1.236         10        640:  58%|█████▊    | 303/519 [02:19<01:50,  1.95it/s]
      36/80      0.94G     0.9533      1.593     0.6466      1.237          9        640:  58%|█████▊    | 303/519 [02:19<01:50,  1.95it/s]
      36/80      0.94G     0.9533      1.593     0.6466      1.237          9        640:  59%|█████▊    | 304/519 [02:19<01:36,  2.23it/s]
      36/80      0.94G     0.9529      1.593     0.6462      1.236          8        640:  59%|█████▊    | 304/519 [02:19<01:36,  2.23it/s]
      36/80      0.94G     0.9529      1.593     0.6462      1.236          8        640:  59%|█████▉    | 305/519 [02:19<01:19,  2.68it/s]
      36/80      0.94G     0.9527      1.592     0.6454      1.236          6        640:  59%|█████▉    | 305/519 [02:21<01:19,  2.68it/s]
      36/80      0.94G     0.9527      1.592     0.6454      1.236          6        640:  59%|█████▉    | 306/519 [02:21<02:12,  1.61it/s]
      36/80      0.94G      0.953      1.593     0.6454      1.236         11        640:  59%|█████▉    | 306/519 [02:21<02:12,  1.61it/s]
      36/80      0.94G      0.953      1.593     0.6454      1.236         11        640:  59%|█████▉    | 307/519 [02:21<01:47,  1.97it/s]
      36/80      0.94G     0.9532      1.593     0.6459      1.236         11        640:  59%|█████▉    | 307/519 [02:21<01:47,  1.97it/s]
      36/80      0.94G     0.9532      1.593     0.6459      1.236         11        640:  59%|█████▉    | 308/519 [02:21<01:25,  2.47it/s]
      36/80      0.94G     0.9533      1.593      0.646      1.236         13        640:  59%|█████▉    | 308/519 [02:21<01:25,  2.47it/s]
      36/80      0.94G     0.9533      1.593      0.646      1.236         13        640:  60%|█████▉    | 309/519 [02:21<01:15,  2.78it/s]
      36/80      0.94G     0.9532      1.595     0.6459      1.237          8        640:  60%|█████▉    | 309/519 [02:23<01:15,  2.78it/s]
      36/80      0.94G     0.9532      1.595     0.6459      1.237          8        640:  60%|█████▉    | 310/519 [02:23<02:08,  1.63it/s]
      36/80      0.94G     0.9534      1.594     0.6462      1.237         13        640:  60%|█████▉    | 310/519 [02:23<02:08,  1.63it/s]
      36/80      0.94G     0.9534      1.594     0.6462      1.237         13        640:  60%|█████▉    | 311/519 [02:23<01:41,  2.06it/s]
      36/80      0.94G     0.9525      1.593     0.6455      1.236          7        640:  60%|█████▉    | 311/519 [02:23<01:41,  2.06it/s]
      36/80      0.94G     0.9525      1.593     0.6455      1.236          7        640:  60%|██████    | 312/519 [02:23<01:28,  2.34it/s]
      36/80      0.94G     0.9531      1.594     0.6457      1.236          8        640:  60%|██████    | 312/519 [02:23<01:28,  2.34it/s]
      36/80      0.94G     0.9531      1.594     0.6457      1.236          8        640:  60%|██████    | 313/519 [02:23<01:18,  2.62it/s]
      36/80      0.94G     0.9536      1.596      0.646      1.237         10        640:  60%|██████    | 313/519 [02:24<01:18,  2.62it/s]
      36/80      0.94G     0.9536      1.596      0.646      1.237         10        640:  61%|██████    | 314/519 [02:24<02:02,  1.68it/s]
      36/80      0.94G     0.9531      1.594     0.6455      1.236         13        640:  61%|██████    | 314/519 [02:25<02:02,  1.68it/s]
      36/80      0.94G     0.9531      1.594     0.6455      1.236         13        640:  61%|██████    | 315/519 [02:25<01:37,  2.08it/s]
      36/80      0.94G     0.9523      1.593     0.6451      1.236         11        640:  61%|██████    | 315/519 [02:25<01:37,  2.08it/s]
      36/80      0.94G     0.9523      1.593     0.6451      1.236         11        640:  61%|██████    | 316/519 [02:25<01:21,  2.48it/s]
      36/80      0.94G     0.9514       1.59     0.6442      1.235         11        640:  61%|██████    | 316/519 [02:25<01:21,  2.48it/s]
      36/80      0.94G     0.9514       1.59     0.6442      1.235         11        640:  61%|██████    | 317/519 [02:25<01:10,  2.85it/s]
      36/80      0.94G     0.9512      1.594     0.6439      1.234          9        640:  61%|██████    | 317/519 [02:26<01:10,  2.85it/s]
      36/80      0.94G     0.9512      1.594     0.6439      1.234          9        640:  61%|██████▏   | 318/519 [02:26<01:36,  2.08it/s]
      36/80      0.94G     0.9511      1.594     0.6435      1.235          7        640:  61%|██████▏   | 318/519 [02:26<01:36,  2.08it/s]
      36/80      0.94G     0.9511      1.594     0.6435      1.235          7        640:  61%|██████▏   | 319/519 [02:26<01:22,  2.42it/s]
      36/80      0.94G     0.9511      1.594      0.643      1.234          9        640:  61%|██████▏   | 319/519 [02:26<01:22,  2.42it/s]
      36/80      0.94G     0.9511      1.594      0.643      1.234          9        640:  62%|██████▏   | 320/519 [02:26<01:08,  2.89it/s]
      36/80      0.94G     0.9507      1.596     0.6429      1.234         11        640:  62%|██████▏   | 320/519 [02:27<01:08,  2.89it/s]
      36/80      0.94G     0.9507      1.596     0.6429      1.234         11        640:  62%|██████▏   | 321/519 [02:27<01:02,  3.15it/s]
      36/80      0.94G     0.9507      1.597     0.6427      1.235         11        640:  62%|██████▏   | 321/519 [02:28<01:02,  3.15it/s]
      36/80      0.94G     0.9507      1.597     0.6427      1.235         11        640:  62%|██████▏   | 322/519 [02:28<02:00,  1.64it/s]
      36/80      0.94G     0.9507      1.597     0.6426      1.235         10        640:  62%|██████▏   | 322/519 [02:28<02:00,  1.64it/s]
      36/80      0.94G     0.9507      1.597     0.6426      1.235         10        640:  62%|██████▏   | 323/519 [02:28<01:35,  2.05it/s]
      36/80      0.94G     0.9501      1.597     0.6421      1.234         12        640:  62%|██████▏   | 323/519 [02:28<01:35,  2.05it/s]
      36/80      0.94G     0.9501      1.597     0.6421      1.234         12        640:  62%|██████▏   | 324/519 [02:28<01:22,  2.35it/s]
      36/80      0.94G     0.9499      1.594     0.6416      1.234         12        640:  62%|██████▏   | 324/519 [02:29<01:22,  2.35it/s]
      36/80      0.94G     0.9499      1.594     0.6416      1.234         12        640:  63%|██████▎   | 325/519 [02:29<01:11,  2.73it/s]
      36/80      0.94G       0.95      1.595     0.6413      1.234         12        640:  63%|██████▎   | 325/519 [02:30<01:11,  2.73it/s]
      36/80      0.94G       0.95      1.595     0.6413      1.234         12        640:  63%|██████▎   | 326/519 [02:30<01:57,  1.65it/s]
      36/80      0.94G     0.9507      1.594     0.6418      1.234          9        640:  63%|██████▎   | 326/519 [02:30<01:57,  1.65it/s]
      36/80      0.94G     0.9507      1.594     0.6418      1.234          9        640:  63%|██████▎   | 327/519 [02:30<01:32,  2.07it/s]
      36/80      0.94G     0.9523      1.595     0.6419      1.236          9        640:  63%|██████▎   | 327/519 [02:30<01:32,  2.07it/s]
      36/80      0.94G     0.9523      1.595     0.6419      1.236          9        640:  63%|██████▎   | 328/519 [02:30<01:21,  2.35it/s]
      36/80      0.94G     0.9516      1.595     0.6415      1.235         10        640:  63%|██████▎   | 328/519 [02:30<01:21,  2.35it/s]
      36/80      0.94G     0.9516      1.595     0.6415      1.235         10        640:  63%|██████▎   | 329/519 [02:30<01:09,  2.73it/s]
      36/80      0.94G     0.9513      1.595     0.6416      1.235         14        640:  63%|██████▎   | 329/519 [02:31<01:09,  2.73it/s]
      36/80      0.94G     0.9513      1.595     0.6416      1.235         14        640:  64%|██████▎   | 330/519 [02:31<01:19,  2.38it/s]
      36/80      0.94G      0.951      1.594     0.6418      1.235         11        640:  64%|██████▎   | 330/519 [02:31<01:19,  2.38it/s]
      36/80      0.94G      0.951      1.594     0.6418      1.235         11        640:  64%|██████▍   | 331/519 [02:31<01:12,  2.61it/s]
      36/80      0.94G     0.9512      1.595     0.6421      1.236         11        640:  64%|██████▍   | 331/519 [02:31<01:12,  2.61it/s]
      36/80      0.94G     0.9512      1.595     0.6421      1.236         11        640:  64%|██████▍   | 332/519 [02:31<01:00,  3.10it/s]
      36/80      0.94G     0.9522      1.596     0.6425      1.236         10        640:  64%|██████▍   | 332/519 [02:32<01:00,  3.10it/s]
      36/80      0.94G     0.9522      1.596     0.6425      1.236         10        640:  64%|██████▍   | 333/519 [02:32<00:54,  3.43it/s]
      36/80      0.94G     0.9518      1.597     0.6427      1.236          8        640:  64%|██████▍   | 333/519 [02:33<00:54,  3.43it/s]
      36/80      0.94G     0.9518      1.597     0.6427      1.236          8        640:  64%|██████▍   | 334/519 [02:33<01:39,  1.87it/s]
      36/80      0.94G     0.9516      1.596     0.6426      1.236         11        640:  64%|██████▍   | 334/519 [02:33<01:39,  1.87it/s]
      36/80      0.94G     0.9516      1.596     0.6426      1.236         11        640:  65%|██████▍   | 335/519 [02:33<01:21,  2.25it/s]
      36/80      0.94G     0.9509      1.596     0.6423      1.236          5        640:  65%|██████▍   | 335/519 [02:33<01:21,  2.25it/s]
      36/80      0.94G     0.9509      1.596     0.6423      1.236          5        640:  65%|██████▍   | 336/519 [02:33<01:23,  2.19it/s]
      36/80      0.94G     0.9509      1.595     0.6421      1.236          9        640:  65%|██████▍   | 336/519 [02:34<01:23,  2.19it/s]
      36/80      0.94G     0.9509      1.595     0.6421      1.236          9        640:  65%|██████▍   | 337/519 [02:34<01:12,  2.52it/s]
      36/80      0.94G     0.9502      1.595     0.6417      1.236          7        640:  65%|██████▍   | 337/519 [02:34<01:12,  2.52it/s]
      36/80      0.94G     0.9502      1.595     0.6417      1.236          7        640:  65%|██████▌   | 338/519 [02:34<01:25,  2.10it/s]
      36/80      0.94G      0.951      1.596     0.6427      1.237          9        640:  65%|██████▌   | 338/519 [02:35<01:25,  2.10it/s]
      36/80      0.94G      0.951      1.596     0.6427      1.237          9        640:  65%|██████▌   | 339/519 [02:35<01:12,  2.48it/s]
      36/80      0.94G     0.9504      1.595     0.6423      1.236         11        640:  65%|██████▌   | 339/519 [02:35<01:12,  2.48it/s]
      36/80      0.94G     0.9504      1.595     0.6423      1.236         11        640:  66%|██████▌   | 340/519 [02:35<01:09,  2.58it/s]
      36/80      0.94G     0.9504      1.596     0.6424      1.237         11        640:  66%|██████▌   | 340/519 [02:35<01:09,  2.58it/s]
      36/80      0.94G     0.9504      1.596     0.6424      1.237         11        640:  66%|██████▌   | 341/519 [02:35<01:07,  2.62it/s]
      36/80      0.94G     0.9513      1.597     0.6425      1.237          8        640:  66%|██████▌   | 341/519 [02:36<01:07,  2.62it/s]
      36/80      0.94G     0.9513      1.597     0.6425      1.237          8        640:  66%|██████▌   | 342/519 [02:36<01:43,  1.70it/s]
      36/80      0.94G     0.9509      1.599     0.6428      1.237          8        640:  66%|██████▌   | 342/519 [02:37<01:43,  1.70it/s]
      36/80      0.94G     0.9509      1.599     0.6428      1.237          8        640:  66%|██████▌   | 343/519 [02:37<01:26,  2.04it/s]
      36/80      0.94G     0.9504      1.598     0.6423      1.237         10        640:  66%|██████▌   | 343/519 [02:37<01:26,  2.04it/s]
      36/80      0.94G     0.9504      1.598     0.6423      1.237         10        640:  66%|██████▋   | 344/519 [02:37<01:32,  1.89it/s]
      36/80      0.94G       0.95      1.597     0.6416      1.237         13        640:  66%|██████▋   | 344/519 [02:38<01:32,  1.89it/s]
      36/80      0.94G       0.95      1.597     0.6416      1.237         13        640:  66%|██████▋   | 345/519 [02:38<01:43,  1.68it/s]
      36/80      0.94G     0.9494      1.598     0.6412      1.237         12        640:  66%|██████▋   | 345/519 [02:38<01:43,  1.68it/s]
      36/80      0.94G     0.9487      1.597     0.6407      1.236          8        640:  66%|██████▋   | 345/519 [02:38<01:43,  1.68it/s]
      36/80      0.94G     0.9487      1.597     0.6407      1.236          8        640:  67%|██████▋   | 347/519 [02:38<01:03,  2.69it/s]
      36/80      0.94G     0.9485      1.597     0.6407      1.236          9        640:  67%|██████▋   | 347/519 [02:39<01:03,  2.69it/s]
      36/80      0.94G     0.9485      1.597     0.6407      1.236          9        640:  67%|██████▋   | 348/519 [02:39<01:23,  2.05it/s]
      36/80      0.94G     0.9482      1.597     0.6405      1.236         11        640:  67%|██████▋   | 348/519 [02:41<01:23,  2.05it/s]
      36/80      0.94G     0.9482      1.597     0.6405      1.236         11        640:  67%|██████▋   | 349/519 [02:41<02:16,  1.24it/s]
      36/80      0.94G       0.95      1.599     0.6417      1.238          7        640:  67%|██████▋   | 349/519 [02:41<02:16,  1.24it/s]
      36/80      0.94G       0.95      1.599     0.6417      1.238          7        640:  67%|██████▋   | 350/519 [02:41<01:48,  1.56it/s]
      36/80      0.94G     0.9495        1.6     0.6417      1.238         10        640:  67%|██████▋   | 350/519 [02:41<01:48,  1.56it/s]
      36/80      0.94G     0.9495        1.6     0.6417      1.238         10        640:  68%|██████▊   | 351/519 [02:41<01:30,  1.86it/s]
      36/80      0.94G     0.9491        1.6     0.6412      1.238         14        640:  68%|██████▊   | 351/519 [02:42<01:30,  1.86it/s]
      36/80      0.94G     0.9491        1.6     0.6412      1.238         14        640:  68%|██████▊   | 352/519 [02:42<01:13,  2.26it/s]
      36/80      0.94G     0.9486      1.599     0.6408      1.237         10        640:  68%|██████▊   | 352/519 [02:42<01:13,  2.26it/s]
      36/80      0.94G     0.9486      1.599     0.6408      1.237         10        640:  68%|██████▊   | 353/519 [02:42<01:04,  2.58it/s]
      36/80      0.94G     0.9486      1.599     0.6408      1.237          9        640:  68%|██████▊   | 353/519 [02:42<01:04,  2.58it/s]
      36/80      0.94G     0.9486      1.599     0.6408      1.237          9        640:  68%|██████▊   | 354/519 [02:42<01:20,  2.05it/s]
      36/80      0.94G     0.9485      1.598     0.6402      1.237         12        640:  68%|██████▊   | 354/519 [02:43<01:20,  2.05it/s]
      36/80      0.94G     0.9485      1.598     0.6402      1.237         12        640:  68%|██████▊   | 355/519 [02:43<01:05,  2.51it/s]
      36/80      0.94G     0.9486      1.599     0.6406      1.237          9        640:  68%|██████▊   | 355/519 [02:43<01:05,  2.51it/s]
      36/80      0.94G     0.9486      1.599     0.6406      1.237          9        640:  69%|██████▊   | 356/519 [02:43<00:57,  2.83it/s]
      36/80      0.94G     0.9483      1.599     0.6401      1.236          9        640:  69%|██████▊   | 356/519 [02:44<00:57,  2.83it/s]
      36/80      0.94G     0.9483      1.599     0.6401      1.236          9        640:  69%|██████▉   | 357/519 [02:44<01:26,  1.88it/s]
      36/80      0.94G     0.9481      1.599     0.6399      1.236         10        640:  69%|██████▉   | 357/519 [02:44<01:26,  1.88it/s]
      36/80      0.94G     0.9481      1.599     0.6399      1.236         10        640:  69%|██████▉   | 358/519 [02:44<01:18,  2.04it/s]
      36/80      0.94G     0.9492        1.6     0.6402      1.237         10        640:  69%|██████▉   | 358/519 [02:44<01:18,  2.04it/s]
      36/80      0.94G     0.9492        1.6     0.6402      1.237         10        640:  69%|██████▉   | 359/519 [02:44<01:05,  2.45it/s]
      36/80      0.94G     0.9494        1.6     0.6401      1.237          8        640:  69%|██████▉   | 359/519 [02:45<01:05,  2.45it/s]
      36/80      0.94G     0.9494        1.6     0.6401      1.237          8        640:  69%|██████▉   | 360/519 [02:45<00:58,  2.73it/s]
      36/80      0.94G     0.9502      1.601     0.6404      1.237         11        640:  69%|██████▉   | 360/519 [02:46<00:58,  2.73it/s]
      36/80      0.94G     0.9502      1.601     0.6404      1.237         11        640:  70%|██████▉   | 361/519 [02:46<01:31,  1.73it/s]
      36/80      0.94G     0.9506      1.603     0.6413      1.238          7        640:  70%|██████▉   | 361/519 [02:47<01:31,  1.73it/s]
      36/80      0.94G     0.9506      1.603     0.6413      1.238          7        640:  70%|██████▉   | 362/519 [02:47<01:40,  1.56it/s]
      36/80      0.94G     0.9508      1.603     0.6411      1.237          9        640:  70%|██████▉   | 362/519 [02:47<01:40,  1.56it/s]
      36/80      0.94G     0.9508      1.603     0.6411      1.237          9        640:  70%|██████▉   | 363/519 [02:47<01:20,  1.94it/s]
      36/80      0.94G     0.9507      1.601     0.6408      1.237          9        640:  70%|██████▉   | 363/519 [02:47<01:20,  1.94it/s]
      36/80      0.94G     0.9507      1.601     0.6408      1.237          9        640:  70%|███████   | 364/519 [02:47<01:07,  2.30it/s]
      36/80      0.94G     0.9506      1.602     0.6408      1.236         13        640:  70%|███████   | 364/519 [02:47<01:07,  2.30it/s]
      36/80      0.94G     0.9506      1.602     0.6408      1.236         13        640:  70%|███████   | 365/519 [02:47<00:59,  2.59it/s]
      36/80      0.94G     0.9504      1.601     0.6403      1.236          8        640:  70%|███████   | 365/519 [02:48<00:59,  2.59it/s]
      36/80      0.94G     0.9504      1.601     0.6403      1.236          8        640:  71%|███████   | 366/519 [02:48<01:19,  1.94it/s]
      36/80      0.94G     0.9502        1.6     0.6399      1.236         12        640:  71%|███████   | 366/519 [02:48<01:19,  1.94it/s]
      36/80      0.94G     0.9502        1.6     0.6399      1.236         12        640:  71%|███████   | 367/519 [02:48<01:04,  2.35it/s]
      36/80      0.94G     0.9499      1.599     0.6395      1.235         12        640:  71%|███████   | 367/519 [02:49<01:04,  2.35it/s]
      36/80      0.94G     0.9499      1.599     0.6395      1.235         12        640:  71%|███████   | 368/519 [02:49<00:55,  2.74it/s]
      36/80      0.94G     0.9497      1.601     0.6399      1.235          9        640:  71%|███████   | 368/519 [02:50<00:55,  2.74it/s]
      36/80      0.94G     0.9497      1.601     0.6399      1.235          9        640:  71%|███████   | 369/519 [02:50<01:56,  1.29it/s]
      36/80      0.94G     0.9497      1.601     0.6395      1.235          7        640:  71%|███████   | 369/519 [02:51<01:56,  1.29it/s]
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      36/80      0.94G     0.9499      1.601      0.639      1.235         12        640:  71%|███████▏  | 370/519 [02:51<01:31,  1.63it/s]
      36/80      0.94G     0.9499      1.601      0.639      1.235         12        640:  71%|███████▏  | 371/519 [02:51<01:16,  1.94it/s]
      36/80      0.94G     0.9504      1.602     0.6394      1.236         11        640:  71%|███████▏  | 371/519 [02:51<01:16,  1.94it/s]
      36/80      0.94G     0.9504      1.602     0.6394      1.236         11        640:  72%|███████▏  | 372/519 [02:51<01:01,  2.39it/s]
      36/80      0.94G     0.9499      1.601     0.6393      1.236          9        640:  72%|███████▏  | 372/519 [02:52<01:01,  2.39it/s]
      36/80      0.94G     0.9499      1.601     0.6393      1.236          9        640:  72%|███████▏  | 373/519 [02:52<01:15,  1.93it/s]
      36/80      0.94G     0.9509      1.604     0.6407      1.237          7        640:  72%|███████▏  | 373/519 [02:52<01:15,  1.93it/s]
      36/80      0.94G     0.9509      1.604     0.6407      1.237          7        640:  72%|███████▏  | 374/519 [02:52<01:13,  1.96it/s]
      36/80      0.94G     0.9506      1.603     0.6402      1.236          8        640:  72%|███████▏  | 374/519 [02:53<01:13,  1.96it/s]
      36/80      0.94G     0.9506      1.603     0.6402      1.236          8        640:  72%|███████▏  | 375/519 [02:53<01:00,  2.36it/s]
      36/80      0.94G     0.9507      1.603       0.64      1.236         13        640:  72%|███████▏  | 375/519 [02:53<01:00,  2.36it/s]
      36/80      0.94G     0.9507      1.603       0.64      1.236         13        640:  72%|███████▏  | 376/519 [02:53<00:56,  2.54it/s]
      36/80      0.94G     0.9503      1.603     0.6398      1.236          6        640:  72%|███████▏  | 376/519 [02:54<00:56,  2.54it/s]
      36/80      0.94G     0.9503      1.603     0.6398      1.236          6        640:  73%|███████▎  | 377/519 [02:54<01:08,  2.07it/s]
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      36/80      0.94G     0.9505      1.605     0.6397      1.237         10        640:  73%|███████▎  | 379/519 [02:54<00:52,  2.68it/s]
      36/80      0.94G     0.9505      1.605     0.6397      1.237         10        640:  73%|███████▎  | 380/519 [02:54<00:45,  3.03it/s]
      36/80      0.94G     0.9513      1.608     0.6402      1.236         12        640:  73%|███████▎  | 380/519 [02:55<00:45,  3.03it/s]
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      36/80      0.94G     0.9514      1.607     0.6404      1.237         12        640:  73%|███████▎  | 381/519 [02:57<01:08,  2.02it/s]
      36/80      0.94G     0.9514      1.607     0.6404      1.237         12        640:  74%|███████▎  | 382/519 [02:57<01:46,  1.29it/s]
      36/80      0.94G     0.9513      1.607     0.6408      1.237          9        640:  74%|███████▎  | 382/519 [02:57<01:46,  1.29it/s]
      36/80      0.94G     0.9513      1.607     0.6408      1.237          9        640:  74%|███████▍  | 383/519 [02:57<01:22,  1.65it/s]
      36/80      0.94G     0.9513      1.607     0.6407      1.237         10        640:  74%|███████▍  | 383/519 [02:57<01:22,  1.65it/s]
      36/80      0.94G     0.9513      1.607     0.6407      1.237         10        640:  74%|███████▍  | 384/519 [02:57<01:07,  2.01it/s]
      36/80      0.94G      0.951      1.607     0.6403      1.236         10        640:  74%|███████▍  | 384/519 [02:57<01:07,  2.01it/s]
      36/80      0.94G      0.951      1.607     0.6403      1.236         10        640:  74%|███████▍  | 385/519 [02:57<00:57,  2.33it/s]
      36/80      0.94G     0.9509      1.607       0.64      1.236         10        640:  74%|███████▍  | 385/519 [02:58<00:57,  2.33it/s]
      36/80      0.94G     0.9509      1.607       0.64      1.236         10        640:  74%|███████▍  | 386/519 [02:58<01:16,  1.74it/s]
      36/80      0.94G     0.9516      1.608     0.6399      1.237         11        640:  74%|███████▍  | 386/519 [02:59<01:16,  1.74it/s]
      36/80      0.94G     0.9516      1.608     0.6399      1.237         11        640:  75%|███████▍  | 387/519 [02:59<01:03,  2.07it/s]
      36/80      0.94G     0.9515      1.608     0.6402      1.236         11        640:  75%|███████▍  | 387/519 [02:59<01:03,  2.07it/s]
      36/80      0.94G     0.9515      1.608     0.6402      1.236         11        640:  75%|███████▍  | 388/519 [02:59<00:54,  2.38it/s]
      36/80      0.94G     0.9516      1.609     0.6402      1.236         11        640:  75%|███████▍  | 388/519 [02:59<00:54,  2.38it/s]
      36/80      0.94G     0.9516      1.609     0.6402      1.236         11        640:  75%|███████▍  | 389/519 [02:59<00:46,  2.78it/s]
      36/80      0.94G     0.9508      1.607     0.6394      1.236          6        640:  75%|███████▍  | 389/519 [03:00<00:46,  2.78it/s]
      36/80      0.94G     0.9508      1.607     0.6394      1.236          6        640:  75%|███████▌  | 390/519 [03:00<01:26,  1.49it/s]
      36/80      0.94G     0.9508      1.607     0.6398      1.236         12        640:  75%|███████▌  | 390/519 [03:01<01:26,  1.49it/s]
      36/80      0.94G     0.9508      1.607     0.6398      1.236         12        640:  75%|███████▌  | 391/519 [03:01<01:09,  1.83it/s]
      36/80      0.94G     0.9503      1.606     0.6394      1.236         13        640:  75%|███████▌  | 391/519 [03:01<01:09,  1.83it/s]
      36/80      0.94G     0.9503      1.606     0.6394      1.236         13        640:  76%|███████▌  | 392/519 [03:01<00:59,  2.12it/s]
      36/80      0.94G     0.9502      1.606      0.639      1.235         10        640:  76%|███████▌  | 392/519 [03:01<00:59,  2.12it/s]
      36/80      0.94G     0.9502      1.606      0.639      1.235         10        640:  76%|███████▌  | 393/519 [03:01<00:51,  2.43it/s]
      36/80      0.94G     0.9511      1.605     0.6394      1.236          9        640:  76%|███████▌  | 393/519 [03:02<00:51,  2.43it/s]
      36/80      0.94G     0.9511      1.605     0.6394      1.236          9        640:  76%|███████▌  | 394/519 [03:02<01:21,  1.54it/s]
      36/80      0.94G     0.9517      1.605     0.6393      1.236         14        640:  76%|███████▌  | 394/519 [03:03<01:21,  1.54it/s]
      36/80      0.94G     0.9517      1.605     0.6393      1.236         14        640:  76%|███████▌  | 395/519 [03:03<01:04,  1.91it/s]
      36/80      0.94G     0.9519      1.605     0.6393      1.236         10        640:  76%|███████▌  | 395/519 [03:03<01:04,  1.91it/s]
      36/80      0.94G     0.9519      1.605     0.6393      1.236         10        640:  76%|███████▋  | 396/519 [03:03<00:53,  2.30it/s]
      36/80      0.94G     0.9516      1.604     0.6389      1.236         10        640:  76%|███████▋  | 396/519 [03:03<00:53,  2.30it/s]
      36/80      0.94G     0.9516      1.604     0.6389      1.236         10        640:  76%|███████▋  | 397/519 [03:03<00:46,  2.64it/s]
      36/80      0.94G     0.9525      1.605     0.6392      1.237          7        640:  76%|███████▋  | 397/519 [03:04<00:46,  2.64it/s]
      36/80      0.94G     0.9525      1.605     0.6392      1.237          7        640:  77%|███████▋  | 398/519 [03:04<00:58,  2.07it/s]
      36/80      0.94G     0.9522      1.604     0.6386      1.236          7        640:  77%|███████▋  | 398/519 [03:04<00:58,  2.07it/s]
      36/80      0.94G     0.9522      1.604     0.6386      1.236          7        640:  77%|███████▋  | 399/519 [03:04<00:48,  2.47it/s]
      36/80      0.94G     0.9527      1.604     0.6391      1.237         11        640:  77%|███████▋  | 399/519 [03:04<00:48,  2.47it/s]
      36/80      0.94G     0.9527      1.604     0.6391      1.237         11        640:  77%|███████▋  | 400/519 [03:04<00:44,  2.66it/s]
      36/80      0.94G     0.9526      1.603     0.6392      1.236         14        640:  77%|███████▋  | 400/519 [03:05<00:44,  2.66it/s]
      36/80      0.94G     0.9526      1.603     0.6392      1.236         14        640:  77%|███████▋  | 401/519 [03:05<00:51,  2.30it/s]
      36/80      0.94G     0.9534      1.606     0.6402      1.236          7        640:  77%|███████▋  | 401/519 [03:06<00:51,  2.30it/s]
      36/80      0.94G     0.9534      1.606     0.6402      1.236          7        640:  77%|███████▋  | 402/519 [03:06<01:01,  1.89it/s]
      36/80      0.94G     0.9533      1.606     0.6399      1.236          9        640:  77%|███████▋  | 402/519 [03:06<01:01,  1.89it/s]
      36/80      0.94G     0.9533      1.606     0.6399      1.236          9        640:  78%|███████▊  | 403/519 [03:06<00:52,  2.21it/s]
      36/80      0.94G     0.9535      1.607     0.6396      1.236         13        640:  78%|███████▊  | 403/519 [03:06<00:52,  2.21it/s]
      36/80      0.94G     0.9535      1.607     0.6396      1.236         13        640:  78%|███████▊  | 404/519 [03:06<00:44,  2.57it/s]
      36/80      0.94G     0.9537      1.608     0.6399      1.236         11        640:  78%|███████▊  | 404/519 [03:06<00:44,  2.57it/s]
      36/80      0.94G     0.9537      1.608     0.6399      1.236         11        640:  78%|███████▊  | 405/519 [03:06<00:38,  2.94it/s]
      36/80      0.94G     0.9539      1.608       0.64      1.236         10        640:  78%|███████▊  | 405/519 [03:07<00:38,  2.94it/s]
      36/80      0.94G     0.9539      1.608       0.64      1.236         10        640:  78%|███████▊  | 406/519 [03:07<00:50,  2.23it/s]
      36/80      0.94G     0.9536      1.608       0.64      1.236          6        640:  78%|███████▊  | 406/519 [03:07<00:50,  2.23it/s]
      36/80      0.94G     0.9536      1.608       0.64      1.236          6        640:  78%|███████▊  | 407/519 [03:07<00:42,  2.65it/s]
      36/80      0.94G     0.9534      1.608     0.6399      1.236         11        640:  78%|███████▊  | 407/519 [03:08<00:42,  2.65it/s]
      36/80      0.94G     0.9534      1.608     0.6399      1.236         11        640:  79%|███████▊  | 408/519 [03:08<00:50,  2.18it/s]
      36/80      0.94G     0.9534      1.608     0.6399      1.235         15        640:  79%|███████▊  | 408/519 [03:09<00:50,  2.18it/s]
      36/80      0.94G     0.9534      1.608     0.6399      1.235         15        640:  79%|███████▉  | 409/519 [03:09<00:52,  2.10it/s]
      36/80      0.94G     0.9543       1.61     0.6413      1.236          7        640:  79%|███████▉  | 409/519 [03:09<00:52,  2.10it/s]
      36/80      0.94G     0.9543       1.61     0.6413      1.236          7        640:  79%|███████▉  | 410/519 [03:09<00:43,  2.51it/s]
      36/80      0.94G     0.9544      1.609      0.641      1.236         10        640:  79%|███████▉  | 410/519 [03:09<00:43,  2.51it/s]
      36/80      0.94G     0.9544      1.609      0.641      1.236         10        640:  79%|███████▉  | 411/519 [03:09<00:38,  2.79it/s]
      36/80      0.94G     0.9539      1.608     0.6408      1.235          5        640:  79%|███████▉  | 411/519 [03:10<00:38,  2.79it/s]
      36/80      0.94G     0.9539      1.608     0.6408      1.235          5        640:  79%|███████▉  | 412/519 [03:10<01:06,  1.61it/s]
      36/80      0.94G     0.9539      1.608     0.6409      1.236          6        640:  79%|███████▉  | 412/519 [03:11<01:06,  1.61it/s]
      36/80      0.94G     0.9539      1.608     0.6409      1.236          6        640:  80%|███████▉  | 413/519 [03:11<01:06,  1.60it/s]
      36/80      0.94G      0.955      1.609     0.6418      1.237         10        640:  80%|███████▉  | 413/519 [03:11<01:06,  1.60it/s]
      36/80      0.94G      0.955      1.609     0.6418      1.237         10        640:  80%|███████▉  | 414/519 [03:11<00:51,  2.04it/s]
      36/80      0.94G     0.9555      1.609     0.6418      1.237         12        640:  80%|███████▉  | 414/519 [03:11<00:51,  2.04it/s]
      36/80      0.94G     0.9555      1.609     0.6418      1.237         12        640:  80%|███████▉  | 415/519 [03:11<00:43,  2.39it/s]
      36/80      0.94G     0.9549      1.607     0.6412      1.236         11        640:  80%|███████▉  | 415/519 [03:12<00:43,  2.39it/s]
      36/80      0.94G     0.9549      1.607     0.6412      1.236         11        640:  80%|████████  | 416/519 [03:12<01:01,  1.68it/s]
      36/80      0.94G     0.9548      1.608     0.6413      1.236         12        640:  80%|████████  | 416/519 [03:13<01:01,  1.68it/s]
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      36/80      0.94G     0.9549      1.607     0.6417      1.236          9        640:  80%|████████  | 417/519 [03:13<00:49,  2.07it/s]
      36/80      0.94G     0.9549      1.607     0.6417      1.236          9        640:  81%|████████  | 418/519 [03:13<00:38,  2.64it/s]
      36/80      0.94G     0.9552      1.606     0.6416      1.236         10        640:  81%|████████  | 418/519 [03:13<00:38,  2.64it/s]
      36/80      0.94G     0.9553      1.607     0.6415      1.236          9        640:  81%|████████  | 418/519 [03:14<00:38,  2.64it/s]
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      36/80      0.94G     0.9562      1.609     0.6423      1.237          9        640:  81%|████████  | 420/519 [03:15<00:54,  1.83it/s]
      36/80      0.94G     0.9562      1.609     0.6423      1.237          9        640:  81%|████████  | 421/519 [03:15<00:52,  1.87it/s]
      36/80      0.94G     0.9572      1.611     0.6431      1.238         12        640:  81%|████████  | 421/519 [03:15<00:52,  1.87it/s]
      36/80      0.94G     0.9572      1.611     0.6431      1.238         12        640:  81%|████████▏ | 422/519 [03:15<00:42,  2.28it/s]
      36/80      0.94G     0.9584      1.612     0.6434      1.238         12        640:  81%|████████▏ | 422/519 [03:15<00:42,  2.28it/s]
      36/80      0.94G     0.9584      1.612     0.6434      1.238         12        640:  82%|████████▏ | 423/519 [03:15<00:37,  2.54it/s]
      36/80      0.94G     0.9579      1.611     0.6429      1.238         13        640:  82%|████████▏ | 423/519 [03:17<00:37,  2.54it/s]
      36/80      0.94G     0.9579      1.611     0.6429      1.238         13        640:  82%|████████▏ | 424/519 [03:17<01:07,  1.41it/s]
      36/80      0.94G     0.9583      1.612     0.6427      1.238          8        640:  82%|████████▏ | 424/519 [03:17<01:07,  1.41it/s]
      36/80      0.94G     0.9583      1.612     0.6427      1.238          8        640:  82%|████████▏ | 425/519 [03:17<00:56,  1.66it/s]
      36/80      0.94G      0.959      1.612     0.6428      1.238         11        640:  82%|████████▏ | 425/519 [03:17<00:56,  1.66it/s]
      36/80      0.94G      0.959      1.612     0.6428      1.238         11        640:  82%|████████▏ | 426/519 [03:17<00:45,  2.06it/s]
      36/80      0.94G     0.9586      1.611     0.6426      1.238         10        640:  82%|████████▏ | 426/519 [03:17<00:45,  2.06it/s]
      36/80      0.94G     0.9586      1.611     0.6426      1.238         10        640:  82%|████████▏ | 427/519 [03:17<00:38,  2.40it/s]
      36/80      0.94G     0.9578       1.61     0.6423      1.237          9        640:  82%|████████▏ | 427/519 [03:18<00:38,  2.40it/s]
      36/80      0.94G     0.9578       1.61     0.6423      1.237          9        640:  82%|████████▏ | 428/519 [03:18<00:53,  1.71it/s]
      36/80      0.94G      0.958       1.61     0.6433      1.237         13        640:  82%|████████▏ | 428/519 [03:19<00:53,  1.71it/s]
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      36/80      0.94G     0.9579       1.61     0.6431      1.237         11        640:  83%|████████▎ | 429/519 [03:19<00:53,  1.70it/s]
      36/80      0.94G     0.9579       1.61     0.6431      1.237         11        640:  83%|████████▎ | 430/519 [03:19<00:42,  2.11it/s]
      36/80      0.94G     0.9577       1.61     0.6427      1.237         10        640:  83%|████████▎ | 430/519 [03:19<00:42,  2.11it/s]
      36/80      0.94G     0.9577       1.61     0.6427      1.237         10        640:  83%|████████▎ | 431/519 [03:19<00:35,  2.47it/s]
      36/80      0.94G     0.9579       1.61     0.6434      1.237         10        640:  83%|████████▎ | 431/519 [03:20<00:35,  2.47it/s]
      36/80      0.94G     0.9579       1.61     0.6434      1.237         10        640:  83%|████████▎ | 432/519 [03:20<00:33,  2.57it/s]
      36/80      0.94G      0.959      1.611      0.644      1.238          7        640:  83%|████████▎ | 432/519 [03:21<00:33,  2.57it/s]
      36/80      0.94G      0.959      1.611      0.644      1.238          7        640:  83%|████████▎ | 433/519 [03:21<00:47,  1.80it/s]
      36/80      0.94G     0.9595      1.612      0.644      1.238          9        640:  83%|████████▎ | 433/519 [03:21<00:47,  1.80it/s]
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      36/80      0.94G     0.9597      1.612      0.644      1.238          9        640:  84%|████████▎ | 434/519 [03:21<00:37,  2.24it/s]
      36/80      0.94G     0.9597      1.612      0.644      1.238          9        640:  84%|████████▍ | 435/519 [03:21<00:31,  2.65it/s]
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      36/80      0.94G     0.9596      1.612     0.6441      1.239         10        640:  84%|████████▍ | 436/519 [03:21<00:28,  2.87it/s]
      36/80      0.94G     0.9597      1.612     0.6441      1.239         12        640:  84%|████████▍ | 436/519 [03:23<00:28,  2.87it/s]
      36/80      0.94G     0.9597      1.612     0.6441      1.239         12        640:  84%|████████▍ | 437/519 [03:23<00:51,  1.59it/s]
      36/80      0.94G     0.9595      1.611     0.6436      1.239         13        640:  84%|████████▍ | 437/519 [03:23<00:51,  1.59it/s]
      36/80      0.94G     0.9595      1.611     0.6436      1.239         13        640:  84%|████████▍ | 438/519 [03:23<00:41,  1.95it/s]
      36/80      0.94G     0.9596       1.61     0.6441      1.239         12        640:  84%|████████▍ | 438/519 [03:23<00:41,  1.95it/s]
      36/80      0.94G     0.9596       1.61     0.6441      1.239         12        640:  85%|████████▍ | 439/519 [03:23<00:34,  2.30it/s]
      36/80      0.94G     0.9605      1.612     0.6449      1.239          9        640:  85%|████████▍ | 439/519 [03:23<00:34,  2.30it/s]
      36/80      0.94G     0.9605      1.612     0.6449      1.239          9        640:  85%|████████▍ | 440/519 [03:23<00:30,  2.60it/s]
      36/80      0.94G     0.9617      1.613     0.6451       1.24          6        640:  85%|████████▍ | 440/519 [03:24<00:30,  2.60it/s]
      36/80      0.94G     0.9617      1.613     0.6451       1.24          6        640:  85%|████████▍ | 441/519 [03:24<00:44,  1.74it/s]
      36/80      0.94G     0.9618      1.614     0.6459       1.24         10        640:  85%|████████▍ | 441/519 [03:25<00:44,  1.74it/s]
      36/80      0.94G     0.9618      1.614     0.6459       1.24         10        640:  85%|████████▌ | 442/519 [03:25<00:37,  2.05it/s]
      36/80      0.94G     0.9622      1.614     0.6455       1.24          8        640:  85%|████████▌ | 442/519 [03:25<00:37,  2.05it/s]
      36/80      0.94G     0.9622      1.614     0.6455       1.24          8        640:  85%|████████▌ | 443/519 [03:25<00:31,  2.43it/s]
      36/80      0.94G     0.9622      1.613     0.6454      1.239         10        640:  85%|████████▌ | 443/519 [03:25<00:31,  2.43it/s]
      36/80      0.94G     0.9622      1.613     0.6454      1.239         10        640:  86%|████████▌ | 444/519 [03:25<00:25,  2.90it/s]
      36/80      0.94G     0.9621      1.613      0.645      1.239          9        640:  86%|████████▌ | 444/519 [03:26<00:25,  2.90it/s]
      36/80      0.94G     0.9621      1.613      0.645      1.239          9        640:  86%|████████▌ | 445/519 [03:26<00:43,  1.71it/s]
      36/80      0.94G     0.9619      1.612     0.6447      1.239         10        640:  86%|████████▌ | 445/519 [03:27<00:43,  1.71it/s]
      36/80      0.94G     0.9619      1.612     0.6447      1.239         10        640:  86%|████████▌ | 446/519 [03:27<00:35,  2.06it/s]
      36/80      0.94G     0.9612      1.612     0.6446      1.239          9        640:  86%|████████▌ | 446/519 [03:27<00:35,  2.06it/s]
      36/80      0.94G     0.9612      1.612     0.6446      1.239          9        640:  86%|████████▌ | 447/519 [03:27<00:29,  2.43it/s]
      36/80      0.94G     0.9617      1.611     0.6459      1.239          5        640:  86%|████████▌ | 447/519 [03:27<00:29,  2.43it/s]
      36/80      0.94G     0.9617      1.611     0.6459      1.239          5        640:  86%|████████▋ | 448/519 [03:27<00:25,  2.79it/s]
      36/80      0.94G     0.9614      1.612     0.6456      1.238          7        640:  86%|████████▋ | 448/519 [03:28<00:25,  2.79it/s]
      36/80      0.94G     0.9614      1.612     0.6456      1.238          7        640:  87%|████████▋ | 449/519 [03:28<00:42,  1.65it/s]
      36/80      0.94G     0.9611      1.612     0.6452      1.238         10        640:  87%|████████▋ | 449/519 [03:28<00:42,  1.65it/s]
      36/80      0.94G     0.9611      1.612     0.6452      1.238         10        640:  87%|████████▋ | 450/519 [03:28<00:33,  2.09it/s]
      36/80      0.94G     0.9611      1.613     0.6449      1.238         12        640:  87%|████████▋ | 450/519 [03:29<00:33,  2.09it/s]
      36/80      0.94G     0.9611      1.613     0.6449      1.238         12        640:  87%|████████▋ | 451/519 [03:29<00:26,  2.52it/s]
      36/80      0.94G     0.9614      1.613     0.6448      1.238          8        640:  87%|████████▋ | 451/519 [03:29<00:26,  2.52it/s]
      36/80      0.94G     0.9614      1.613     0.6448      1.238          8        640:  87%|████████▋ | 452/519 [03:29<00:23,  2.91it/s]
      36/80      0.94G     0.9612      1.612     0.6453      1.238          4        640:  87%|████████▋ | 452/519 [03:30<00:23,  2.91it/s]
      36/80      0.94G     0.9612      1.612     0.6453      1.238          4        640:  87%|████████▋ | 453/519 [03:30<00:38,  1.71it/s]
      36/80      0.94G     0.9606      1.612     0.6452      1.238         12        640:  87%|████████▋ | 453/519 [03:30<00:38,  1.71it/s]
      36/80      0.94G     0.9606      1.612     0.6452      1.238         12        640:  87%|████████▋ | 454/519 [03:30<00:31,  2.08it/s]
      36/80      0.94G     0.9604      1.612      0.645      1.238         12        640:  87%|████████▋ | 454/519 [03:30<00:31,  2.08it/s]
      36/80      0.94G     0.9604      1.612      0.645      1.238         12        640:  88%|████████▊ | 455/519 [03:30<00:25,  2.49it/s]
      36/80      0.94G     0.9601       1.61     0.6446      1.238          8        640:  88%|████████▊ | 455/519 [03:31<00:25,  2.49it/s]
      36/80      0.94G     0.9601       1.61     0.6446      1.238          8        640:  88%|████████▊ | 456/519 [03:31<00:23,  2.68it/s]
      36/80      0.94G     0.9598       1.61     0.6445      1.237         10        640:  88%|████████▊ | 456/519 [03:31<00:23,  2.68it/s]
      36/80      0.94G     0.9598       1.61     0.6445      1.237         10        640:  88%|████████▊ | 457/519 [03:31<00:25,  2.47it/s]
      36/80      0.94G     0.9602      1.612     0.6448      1.238          9        640:  88%|████████▊ | 457/519 [03:31<00:25,  2.47it/s]
      36/80      0.94G     0.9602      1.612     0.6448      1.238          9        640:  88%|████████▊ | 458/519 [03:31<00:20,  2.99it/s]
      36/80      0.94G     0.9599      1.611     0.6447      1.238          9        640:  88%|████████▊ | 458/519 [03:32<00:20,  2.99it/s]
      36/80      0.94G     0.9599      1.611     0.6447      1.238          9        640:  88%|████████▊ | 459/519 [03:32<00:19,  3.15it/s]
      36/80      0.94G     0.9594      1.611     0.6445      1.237         13        640:  88%|████████▊ | 459/519 [03:32<00:19,  3.15it/s]
      36/80      0.94G     0.9594      1.611     0.6445      1.237         13        640:  89%|████████▊ | 460/519 [03:32<00:17,  3.46it/s]
      36/80      0.94G     0.9596      1.612      0.645      1.237         12        640:  89%|████████▊ | 460/519 [03:32<00:17,  3.46it/s]
      36/80      0.94G     0.9596      1.612      0.645      1.237         12        640:  89%|████████▉ | 461/519 [03:32<00:20,  2.84it/s]
      36/80      0.94G     0.9596      1.611     0.6451      1.237         12        640:  89%|████████▉ | 461/519 [03:33<00:20,  2.84it/s]
      36/80      0.94G     0.9596      1.611     0.6451      1.237         12        640:  89%|████████▉ | 462/519 [03:33<00:18,  3.09it/s]
      36/80      0.94G     0.9597      1.611     0.6449      1.237          8        640:  89%|████████▉ | 462/519 [03:33<00:18,  3.09it/s]
      36/80      0.94G     0.9597      1.611     0.6449      1.237          8        640:  89%|████████▉ | 463/519 [03:33<00:16,  3.38it/s]
      36/80      0.94G     0.9597      1.612     0.6447      1.237         14        640:  89%|████████▉ | 463/519 [03:33<00:16,  3.38it/s]
      36/80      0.94G     0.9597      1.612     0.6447      1.237         14        640:  89%|████████▉ | 464/519 [03:33<00:15,  3.52it/s]
      36/80      0.94G     0.9605      1.613     0.6454      1.238         10        640:  89%|████████▉ | 464/519 [03:34<00:15,  3.52it/s]
      36/80      0.94G     0.9605      1.613     0.6454      1.238         10        640:  90%|████████▉ | 465/519 [03:34<00:26,  2.01it/s]
      36/80      0.94G      0.961      1.614     0.6452      1.238         10        640:  90%|████████▉ | 465/519 [03:34<00:26,  2.01it/s]
      36/80      0.94G      0.961      1.614     0.6452      1.238         10        640:  90%|████████▉ | 466/519 [03:34<00:22,  2.35it/s]
      36/80      0.94G     0.9608      1.613      0.645      1.238         11        640:  90%|████████▉ | 466/519 [03:35<00:22,  2.35it/s]
      36/80      0.94G     0.9608      1.613      0.645      1.238         11        640:  90%|████████▉ | 467/519 [03:35<00:19,  2.72it/s]
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      36/80      0.94G     0.9602      1.612     0.6444      1.238          7        640:  90%|█████████ | 468/519 [03:35<00:15,  3.20it/s]
      36/80      0.94G     0.9598      1.611     0.6443      1.238         10        640:  90%|█████████ | 468/519 [03:36<00:15,  3.20it/s]
      36/80      0.94G     0.9598      1.611     0.6443      1.238         10        640:  90%|█████████ | 469/519 [03:36<00:25,  1.99it/s]
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      36/80      0.94G     0.9598      1.611     0.6446      1.238         13        640:  91%|█████████ | 470/519 [03:36<00:20,  2.38it/s]
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      36/80      0.94G     0.9599      1.612     0.6443      1.238         10        640:  91%|█████████ | 471/519 [03:37<00:17,  2.78it/s]
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      36/80      0.94G     0.9596      1.611      0.644      1.237         13        640:  91%|█████████ | 472/519 [03:38<00:16,  2.78it/s]
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      36/80      0.94G     0.9597      1.611     0.6438      1.237         10        640:  91%|█████████ | 473/519 [03:38<00:27,  1.69it/s]
      36/80      0.94G     0.9597      1.611     0.6438      1.237         10        640:  91%|█████████▏| 474/519 [03:38<00:21,  2.06it/s]
      36/80      0.94G     0.9595       1.61     0.6435      1.237          8        640:  91%|█████████▏| 474/519 [03:38<00:21,  2.06it/s]
      36/80      0.94G     0.9595       1.61     0.6435      1.237          8        640:  92%|█████████▏| 475/519 [03:38<00:17,  2.46it/s]
      36/80      0.94G     0.9592       1.61     0.6432      1.237          8        640:  92%|█████████▏| 475/519 [03:38<00:17,  2.46it/s]
      36/80      0.94G     0.9592       1.61     0.6432      1.237          8        640:  92%|█████████▏| 476/519 [03:38<00:15,  2.75it/s]
      36/80      0.94G     0.9593      1.609     0.6432      1.237         11        640:  92%|█████████▏| 476/519 [03:39<00:15,  2.75it/s]
      36/80      0.94G     0.9593      1.609     0.6432      1.237         11        640:  92%|█████████▏| 477/519 [03:39<00:22,  1.84it/s]
      36/80      0.94G     0.9588      1.608     0.6428      1.236         14        640:  92%|█████████▏| 477/519 [03:40<00:22,  1.84it/s]
      36/80      0.94G     0.9588      1.608     0.6428      1.236         14        640:  92%|█████████▏| 478/519 [03:40<00:18,  2.18it/s]
      36/80      0.94G      0.959      1.608     0.6425      1.237         10        640:  92%|█████████▏| 478/519 [03:40<00:18,  2.18it/s]
      36/80      0.94G      0.959      1.608     0.6425      1.237         10        640:  92%|█████████▏| 479/519 [03:40<00:15,  2.60it/s]
      36/80      0.94G     0.9592      1.607     0.6426      1.237          7        640:  92%|█████████▏| 479/519 [03:40<00:15,  2.60it/s]
      36/80      0.94G     0.9592      1.607     0.6426      1.237          7        640:  92%|█████████▏| 480/519 [03:40<00:13,  2.95it/s]
      36/80      0.94G     0.9595      1.608      0.643      1.237          8        640:  92%|█████████▏| 480/519 [03:41<00:13,  2.95it/s]
      36/80      0.94G     0.9595      1.608      0.643      1.237          8        640:  93%|█████████▎| 481/519 [03:41<00:20,  1.87it/s]
      36/80      0.94G     0.9595      1.609     0.6429      1.237         12        640:  93%|█████████▎| 481/519 [03:41<00:20,  1.87it/s]
      36/80      0.94G     0.9595      1.609     0.6429      1.237         12        640:  93%|█████████▎| 482/519 [03:41<00:16,  2.27it/s]
      36/80      0.94G     0.9592      1.609     0.6428      1.237         11        640:  93%|█████████▎| 482/519 [03:42<00:16,  2.27it/s]
      36/80      0.94G     0.9592      1.609     0.6428      1.237         11        640:  93%|█████████▎| 483/519 [03:42<00:13,  2.64it/s]
      36/80      0.94G      0.959       1.61      0.643      1.237         11        640:  93%|█████████▎| 483/519 [03:42<00:13,  2.64it/s]
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      36/80      0.94G     0.9589       1.61     0.6435      1.237         12        640:  93%|█████████▎| 484/519 [03:43<00:13,  2.64it/s]
      36/80      0.94G     0.9589       1.61     0.6435      1.237         12        640:  93%|█████████▎| 485/519 [03:43<00:19,  1.78it/s]
      36/80      0.94G     0.9592      1.609     0.6434      1.237          8        640:  93%|█████████▎| 485/519 [03:43<00:19,  1.78it/s]
      36/80      0.94G     0.9592      1.609     0.6434      1.237          8        640:  94%|█████████▎| 486/519 [03:43<00:15,  2.11it/s]
      36/80      0.94G       0.96       1.61     0.6439      1.237          8        640:  94%|█████████▎| 486/519 [03:43<00:15,  2.11it/s]
      36/80      0.94G       0.96       1.61     0.6439      1.237          8        640:  94%|█████████▍| 487/519 [03:43<00:13,  2.44it/s]
      36/80      0.94G     0.9598       1.61     0.6438      1.237         11        640:  94%|█████████▍| 487/519 [03:44<00:13,  2.44it/s]
      36/80      0.94G     0.9598       1.61     0.6438      1.237         11        640:  94%|█████████▍| 488/519 [03:44<00:11,  2.59it/s]
      36/80      0.94G     0.9598      1.611     0.6457      1.237          6        640:  94%|█████████▍| 488/519 [03:45<00:11,  2.59it/s]
      36/80      0.94G     0.9598      1.611     0.6457      1.237          6        640:  94%|█████████▍| 489/519 [03:45<00:17,  1.69it/s]
      36/80      0.94G     0.9604      1.612      0.646      1.238          9        640:  94%|█████████▍| 489/519 [03:45<00:17,  1.69it/s]
      36/80      0.94G     0.9604      1.612      0.646      1.238          9        640:  94%|█████████▍| 490/519 [03:45<00:13,  2.09it/s]
      36/80      0.94G     0.9601      1.612     0.6459      1.237         12        640:  94%|█████████▍| 490/519 [03:45<00:13,  2.09it/s]
      36/80      0.94G     0.9601      1.612     0.6459      1.237         12        640:  95%|█████████▍| 491/519 [03:45<00:11,  2.47it/s]
      36/80      0.94G     0.9598      1.611     0.6456      1.237         11        640:  95%|█████████▍| 491/519 [03:46<00:11,  2.47it/s]
      36/80      0.94G     0.9598      1.611     0.6456      1.237         11        640:  95%|█████████▍| 492/519 [03:46<00:09,  2.83it/s]
      36/80      0.94G     0.9601      1.612     0.6459      1.237         10        640:  95%|█████████▍| 492/519 [03:47<00:09,  2.83it/s]
      36/80      0.94G     0.9601      1.612     0.6459      1.237         10        640:  95%|█████████▍| 493/519 [03:47<00:18,  1.37it/s]
      36/80      0.94G     0.9602      1.613     0.6458      1.237         11        640:  95%|█████████▍| 493/519 [03:47<00:18,  1.37it/s]
      36/80      0.94G     0.9602      1.613     0.6458      1.237         11        640:  95%|█████████▌| 494/519 [03:47<00:14,  1.73it/s]
      36/80      0.94G     0.9595      1.612     0.6455      1.237          8        640:  95%|█████████▌| 494/519 [03:48<00:14,  1.73it/s]
      36/80      0.94G     0.9595      1.612     0.6455      1.237          8        640:  95%|█████████▌| 495/519 [03:48<00:11,  2.10it/s]
      36/80      0.94G     0.9595      1.611     0.6456      1.237          6        640:  95%|█████████▌| 495/519 [03:48<00:11,  2.10it/s]
      36/80      0.94G     0.9595      1.611     0.6456      1.237          6        640:  96%|█████████▌| 496/519 [03:48<00:09,  2.40it/s]
      36/80      0.94G     0.9596      1.611     0.6455      1.237          8        640:  96%|█████████▌| 496/519 [03:49<00:09,  2.40it/s]
      36/80      0.94G     0.9596      1.611     0.6455      1.237          8        640:  96%|█████████▌| 497/519 [03:49<00:13,  1.58it/s]
      36/80      0.94G     0.9594      1.611     0.6455      1.237         12        640:  96%|█████████▌| 497/519 [03:49<00:13,  1.58it/s]
      36/80      0.94G     0.9594      1.611     0.6455      1.237         12        640:  96%|█████████▌| 498/519 [03:49<00:10,  1.98it/s]
      36/80      0.94G     0.9594      1.611     0.6452      1.237         10        640:  96%|█████████▌| 498/519 [03:49<00:10,  1.98it/s]
      36/80      0.94G     0.9594      1.611     0.6452      1.237         10        640:  96%|█████████▌| 499/519 [03:49<00:08,  2.38it/s]
      36/80      0.94G     0.9592       1.61      0.645      1.236         12        640:  96%|█████████▌| 499/519 [03:50<00:08,  2.38it/s]
      36/80      0.94G     0.9592       1.61      0.645      1.236         12        640:  96%|█████████▋| 500/519 [03:50<00:06,  2.81it/s]
      36/80      0.94G     0.9601      1.612     0.6458      1.237         12        640:  96%|█████████▋| 500/519 [03:51<00:06,  2.81it/s]
      36/80      0.94G     0.9601      1.612     0.6458      1.237         12        640:  97%|█████████▋| 501/519 [03:51<00:10,  1.72it/s]
      36/80      0.94G     0.9602      1.613     0.6455      1.237          9        640:  97%|█████████▋| 501/519 [03:51<00:10,  1.72it/s]
      36/80      0.94G     0.9602      1.613     0.6455      1.237          9        640:  97%|█████████▋| 502/519 [03:51<00:08,  2.12it/s]
      36/80      0.94G     0.9605      1.613     0.6455      1.237         11        640:  97%|█████████▋| 502/519 [03:51<00:08,  2.12it/s]
      36/80      0.94G     0.9605      1.613     0.6455      1.237         11        640:  97%|█████████▋| 503/519 [03:51<00:06,  2.54it/s]
      36/80      0.94G     0.9606      1.612     0.6458      1.238          6        640:  97%|█████████▋| 503/519 [03:52<00:06,  2.54it/s]
      36/80      0.94G     0.9606      1.612     0.6458      1.238          6        640:  97%|█████████▋| 504/519 [03:52<00:05,  2.66it/s]
      36/80      0.94G     0.9609      1.614     0.6464      1.238          8        640:  97%|█████████▋| 504/519 [03:53<00:05,  2.66it/s]
      36/80      0.94G     0.9609      1.614     0.6464      1.238          8        640:  97%|█████████▋| 505/519 [03:53<00:08,  1.56it/s]
      36/80      0.94G     0.9611      1.614     0.6465      1.238         10        640:  97%|█████████▋| 505/519 [03:53<00:08,  1.56it/s]
      36/80      0.94G     0.9611      1.614     0.6465      1.238         10        640:  97%|█████████▋| 506/519 [03:53<00:06,  1.96it/s]
      36/80      0.94G     0.9616      1.616      0.647      1.238         10        640:  97%|█████████▋| 506/519 [03:53<00:06,  1.96it/s]
      36/80      0.94G     0.9616      1.616      0.647      1.238         10        640:  98%|█████████▊| 507/519 [03:53<00:05,  2.33it/s]
      36/80      0.94G     0.9615      1.615     0.6475      1.238         11        640:  98%|█████████▊| 507/519 [03:54<00:05,  2.33it/s]
      36/80      0.94G     0.9615      1.615     0.6475      1.238         11        640:  98%|█████████▊| 508/519 [03:54<00:04,  2.66it/s]
      36/80      0.94G      0.962      1.616     0.6486      1.238          6        640:  98%|█████████▊| 508/519 [03:55<00:04,  2.66it/s]
      36/80      0.94G      0.962      1.616     0.6486      1.238          6        640:  98%|█████████▊| 509/519 [03:55<00:06,  1.65it/s]
      36/80      0.94G     0.9621      1.616     0.6486      1.238          9        640:  98%|█████████▊| 509/519 [03:55<00:06,  1.65it/s]
      36/80      0.94G     0.9621      1.616     0.6486      1.238          9        640:  98%|█████████▊| 510/519 [03:55<00:05,  1.76it/s]
      36/80      0.94G     0.9622      1.617     0.6487      1.238          9        640:  98%|█████████▊| 510/519 [03:55<00:05,  1.76it/s]
      36/80      0.94G     0.9622      1.617     0.6487      1.238          9        640:  98%|█████████▊| 511/519 [03:55<00:03,  2.16it/s]
      36/80      0.94G     0.9624      1.617     0.6488      1.238         10        640:  98%|█████████▊| 511/519 [03:56<00:03,  2.16it/s]
      36/80      0.94G     0.9624      1.617     0.6488      1.238         10        640:  99%|█████████▊| 512/519 [03:56<00:02,  2.67it/s]
      36/80      0.94G     0.9623      1.617     0.6486      1.238         11        640:  99%|█████████▊| 512/519 [03:56<00:02,  2.67it/s]
      36/80      0.94G     0.9623      1.617     0.6486      1.238         11        640:  99%|█████████▉| 513/519 [03:56<00:02,  2.69it/s]
      36/80      0.94G     0.9625      1.617     0.6487      1.238         13        640:  99%|█████████▉| 513/519 [03:56<00:02,  2.69it/s]
      36/80      0.94G     0.9625      1.617     0.6487      1.238         13        640:  99%|█████████▉| 514/519 [03:56<00:02,  2.32it/s]
      36/80      0.94G      0.963      1.619     0.6493      1.238          8        640:  99%|█████████▉| 514/519 [03:57<00:02,  2.32it/s]
      36/80      0.94G      0.963      1.619     0.6493      1.238          8        640:  99%|█████████▉| 515/519 [03:57<00:01,  2.89it/s]
      36/80      0.94G     0.9625      1.619      0.649      1.238          5        640:  99%|█████████▉| 515/519 [03:57<00:01,  2.89it/s]
      36/80      0.94G     0.9625      1.619      0.649      1.238          5        640:  99%|█████████▉| 516/519 [03:57<00:00,  3.43it/s]
      36/80      0.94G     0.9628      1.619     0.6494      1.238         13        640:  99%|█████████▉| 516/519 [03:57<00:00,  3.43it/s]
      36/80      0.94G     0.9628      1.619     0.6494      1.238         13        640: 100%|█████████▉| 517/519 [03:57<00:00,  3.25it/s]
      36/80      0.94G     0.9624      1.618     0.6492      1.238          9        640: 100%|█████████▉| 517/519 [03:57<00:00,  3.25it/s]
      36/80      0.94G     0.9624      1.618     0.6492      1.238          9        640: 100%|█████████▉| 518/519 [03:57<00:00,  3.73it/s]
      36/80      0.94G     0.9628       1.62     0.6495      1.239         10        640: 100%|█████████▉| 518/519 [03:57<00:00,  3.73it/s]
      36/80      0.94G     0.9628       1.62     0.6495      1.239         10        640: 100%|██████████| 519/519 [03:57<00:00,  2.18it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:42,  6.29s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:55,  2.79s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:06<01:44,  1.68s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:13,  1.21s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<00:58,  1.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:50,  1.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:43,  1.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:36,  1.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:09<00:31,  1.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:26,  2.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:23,  2.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:10<00:20,  2.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:17,  2.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:11<00:20,  2.44it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:12<00:23,  2.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:25,  1.88it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:25,  1.84it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:24,  1.87it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:25,  1.75it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:15<00:26,  1.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:27,  1.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:25,  1.62it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:21,  1.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:18,  2.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:17<00:14,  2.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.31it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:05,  5.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:18<00:04,  6.43it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.84it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  7.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:19<00:03,  6.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.36it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:20<00:03,  6.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.46it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.45it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  8.08it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:21<00:01,  8.83it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:00,  9.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  89%|████████▉ | 58/65 [00:22<00:00,  9.62it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  92%|█████████▏| 60/65 [00:22<00:00,  9.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:22<00:00,  9.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  98%|█████████▊| 64/65 [00:22<00:00,  9.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.81it/s]
+                   all        519        519      0.978      0.944      0.985      0.737      0.982      0.948      0.986      0.721
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
      37/80      0.94G     0.8162      1.537     0.5498      1.146         12        640:   0%|          | 0/519 [00:03<?, ?it/s]
      37/80      0.94G     0.8162      1.537     0.5498      1.146         12        640:   0%|          | 1/519 [00:03<27:08,  3.14s/it]
      37/80      0.94G      0.881      1.587      0.559      1.182          8        640:   0%|          | 1/519 [00:03<27:08,  3.14s/it]
      37/80      0.94G      0.881      1.587      0.559      1.182          8        640:   0%|          | 2/519 [00:03<12:33,  1.46s/it]
      37/80      0.94G     0.9396      1.526     0.5857       1.19         10        640:   0%|          | 2/519 [00:03<12:33,  1.46s/it]
      37/80      0.94G     0.9396      1.526     0.5857       1.19         10        640:   1%|          | 3/519 [00:03<07:37,  1.13it/s]
      37/80      0.94G     0.9457      1.593     0.5796      1.186         10        640:   1%|          | 3/519 [00:03<07:37,  1.13it/s]
      37/80      0.94G     0.9457      1.593     0.5796      1.186         10        640:   1%|          | 4/519 [00:03<05:26,  1.58it/s]
      37/80      0.94G     0.9778      1.889       0.62      1.217         11        640:   1%|          | 4/519 [00:04<05:26,  1.58it/s]
      37/80      0.94G     0.9778      1.889       0.62      1.217         11        640:   1%|          | 5/519 [00:04<04:43,  1.81it/s]
      37/80      0.94G      1.027       1.99     0.6722      1.223         13        640:   1%|          | 5/519 [00:04<04:43,  1.81it/s]
      37/80      0.94G      1.027       1.99     0.6722      1.223         13        640:   1%|          | 6/519 [00:04<03:55,  2.18it/s]
      37/80      0.94G          1      1.867     0.6447      1.193          8        640:   1%|          | 6/519 [00:04<03:55,  2.18it/s]
      37/80      0.94G          1      1.867     0.6447      1.193          8        640:   1%|▏         | 7/519 [00:04<03:14,  2.63it/s]
      37/80      0.94G      1.003      1.848     0.7377      1.215          6        640:   1%|▏         | 7/519 [00:05<03:14,  2.63it/s]
      37/80      0.94G      1.003      1.848     0.7377      1.215          6        640:   2%|▏         | 8/519 [00:05<02:54,  2.93it/s]
      37/80      0.94G      1.023      1.853     0.7441      1.224         11        640:   2%|▏         | 8/519 [00:05<02:54,  2.93it/s]
      37/80      0.94G      1.023      1.853     0.7441      1.224         11        640:   2%|▏         | 9/519 [00:05<04:13,  2.01it/s]
      37/80      0.94G      1.025      1.911     0.7347       1.22         11        640:   2%|▏         | 9/519 [00:06<04:13,  2.01it/s]
      37/80      0.94G      1.025      1.911     0.7347       1.22         11        640:   2%|▏         | 10/519 [00:06<05:01,  1.69it/s]
      37/80      0.94G      1.019      1.937     0.7373      1.225          9        640:   2%|▏         | 10/519 [00:06<05:01,  1.69it/s]
      37/80      0.94G      1.019      1.937     0.7373      1.225          9        640:   2%|▏         | 11/519 [00:06<03:59,  2.12it/s]
      37/80      0.94G      1.015      1.978     0.7393      1.225          9        640:   2%|▏         | 11/519 [00:07<03:59,  2.12it/s]
      37/80      0.94G      1.015      1.978     0.7393      1.225          9        640:   2%|▏         | 12/519 [00:07<03:39,  2.31it/s]
      37/80      0.94G          1      1.914     0.7178       1.22          9        640:   2%|▏         | 12/519 [00:07<03:39,  2.31it/s]
      37/80      0.94G          1      1.914     0.7178       1.22          9        640:   3%|▎         | 13/519 [00:07<03:22,  2.50it/s]
      37/80      0.94G     0.9909      1.909      0.708      1.214         10        640:   3%|▎         | 13/519 [00:08<03:22,  2.50it/s]
      37/80      0.94G     0.9909      1.909      0.708      1.214         10        640:   3%|▎         | 14/519 [00:08<04:02,  2.08it/s]
      37/80      0.94G     0.9928      1.886     0.7033      1.212          9        640:   3%|▎         | 14/519 [00:08<04:02,  2.08it/s]
      37/80      0.94G     0.9928      1.886     0.7033      1.212          9        640:   3%|▎         | 15/519 [00:08<03:32,  2.38it/s]
      37/80      0.94G     0.9843      1.869      0.697      1.215          9        640:   3%|▎         | 15/519 [00:09<03:32,  2.38it/s]
      37/80      0.94G     0.9843      1.869      0.697      1.215          9        640:   3%|▎         | 16/519 [00:09<04:23,  1.91it/s]
      37/80      0.94G     0.9803      1.838     0.6925       1.22          7        640:   3%|▎         | 16/519 [00:09<04:23,  1.91it/s]
      37/80      0.94G     0.9803      1.838     0.6925       1.22          7        640:   3%|▎         | 17/519 [00:09<04:20,  1.93it/s]
      37/80      0.94G      1.001      1.852     0.7028      1.231         11        640:   3%|▎         | 17/519 [00:10<04:20,  1.93it/s]
      37/80      0.94G      1.001      1.852     0.7028      1.231         11        640:   3%|▎         | 18/519 [00:10<03:38,  2.30it/s]
      37/80      0.94G      1.011      1.833      0.725      1.239         11        640:   3%|▎         | 18/519 [00:10<03:38,  2.30it/s]
      37/80      0.94G      1.011      1.833      0.725      1.239         11        640:   4%|▎         | 19/519 [00:10<03:09,  2.63it/s]
      37/80      0.94G      1.017      1.844     0.7176      1.237          9        640:   4%|▎         | 19/519 [00:11<03:09,  2.63it/s]
      37/80      0.94G      1.017      1.844     0.7176      1.237          9        640:   4%|▍         | 20/519 [00:11<05:44,  1.45it/s]
      37/80      0.94G      1.019      1.876     0.7225      1.242         11        640:   4%|▍         | 20/519 [00:11<05:44,  1.45it/s]
      37/80      0.94G      1.019      1.876     0.7225      1.242         11        640:   4%|▍         | 21/519 [00:11<04:35,  1.81it/s]
      37/80      0.94G     0.9948      1.839      0.718      1.235          4        640:   4%|▍         | 21/519 [00:12<04:35,  1.81it/s]
      37/80      0.94G     0.9948      1.839      0.718      1.235          4        640:   4%|▍         | 22/519 [00:12<03:49,  2.17it/s]
      37/80      0.94G     0.9849      1.829     0.7071      1.229         10        640:   4%|▍         | 22/519 [00:12<03:49,  2.17it/s]
      37/80      0.94G     0.9849      1.829     0.7071      1.229         10        640:   4%|▍         | 23/519 [00:12<03:14,  2.56it/s]
      37/80      0.94G     0.9919      1.822     0.7046      1.235         10        640:   4%|▍         | 23/519 [00:13<03:14,  2.56it/s]
      37/80      0.94G     0.9919      1.822     0.7046      1.235         10        640:   5%|▍         | 24/519 [00:13<06:05,  1.36it/s]
      37/80      0.94G      1.017      1.832     0.7183      1.253         10        640:   5%|▍         | 24/519 [00:14<06:05,  1.36it/s]
      37/80      0.94G      1.017      1.832     0.7183      1.253         10        640:   5%|▍         | 25/519 [00:14<04:47,  1.72it/s]
      37/80      0.94G      1.007      1.809     0.7145      1.249          7        640:   5%|▍         | 25/519 [00:14<04:47,  1.72it/s]
      37/80      0.94G      1.007      1.809     0.7145      1.249          7        640:   5%|▌         | 26/519 [00:14<03:58,  2.07it/s]
      37/80      0.94G      1.007      1.812     0.7123      1.245         11        640:   5%|▌         | 26/519 [00:14<03:58,  2.07it/s]
      37/80      0.94G      1.007      1.812     0.7123      1.245         11        640:   5%|▌         | 27/519 [00:14<03:17,  2.49it/s]
      37/80      0.94G      1.018      1.821     0.7146      1.247         11        640:   5%|▌         | 27/519 [00:15<03:17,  2.49it/s]
      37/80      0.94G      1.018      1.821     0.7146      1.247         11        640:   5%|▌         | 28/519 [00:15<03:46,  2.16it/s]
      37/80      0.94G      1.006      1.801     0.7038      1.241         14        640:   5%|▌         | 28/519 [00:15<03:46,  2.16it/s]
      37/80      0.94G      1.006      1.801     0.7038      1.241         14        640:   6%|▌         | 29/519 [00:15<03:03,  2.67it/s]
      37/80      0.94G      1.003      1.791     0.7016      1.241         10        640:   6%|▌         | 29/519 [00:15<03:03,  2.67it/s]
      37/80      0.94G      1.003      1.791     0.7016      1.241         10        640:   6%|▌         | 30/519 [00:15<02:39,  3.07it/s]
      37/80      0.94G      1.006      1.788     0.6965      1.252         11        640:   6%|▌         | 30/519 [00:15<02:39,  3.07it/s]
      37/80      0.94G      1.006      1.788     0.6965      1.252         11        640:   6%|▌         | 31/519 [00:15<02:29,  3.27it/s]
      37/80      0.94G      1.007      1.792     0.7043      1.254         10        640:   6%|▌         | 31/519 [00:16<02:29,  3.27it/s]
      37/80      0.94G      1.007      1.792     0.7043      1.254         10        640:   6%|▌         | 32/519 [00:16<04:24,  1.84it/s]
      37/80      0.94G      1.002      1.794     0.6989      1.252          9        640:   6%|▌         | 32/519 [00:17<04:24,  1.84it/s]
      37/80      0.94G      1.002      1.794     0.6989      1.252          9        640:   6%|▋         | 33/519 [00:17<03:50,  2.11it/s]
      37/80      0.94G          1      1.784     0.7034      1.252          9        640:   6%|▋         | 33/519 [00:17<03:50,  2.11it/s]
      37/80      0.94G          1      1.784     0.7034      1.252          9        640:   7%|▋         | 34/519 [00:17<03:15,  2.48it/s]
      37/80      0.94G     0.9966      1.784     0.7006      1.253          8        640:   7%|▋         | 34/519 [00:17<03:15,  2.48it/s]
      37/80      0.94G     0.9966      1.784     0.7006      1.253          8        640:   7%|▋         | 35/519 [00:17<02:53,  2.79it/s]
      37/80      0.94G     0.9987      1.781     0.7022      1.252         11        640:   7%|▋         | 35/519 [00:19<02:53,  2.79it/s]
      37/80      0.94G     0.9987      1.781     0.7022      1.252         11        640:   7%|▋         | 36/519 [00:19<05:09,  1.56it/s]
      37/80      0.94G     0.9962      1.775     0.7047       1.25         10        640:   7%|▋         | 36/519 [00:19<05:09,  1.56it/s]
      37/80      0.94G     0.9962      1.775     0.7047       1.25         10        640:   7%|▋         | 37/519 [00:19<04:03,  1.98it/s]
      37/80      0.94G      1.006      1.777     0.7146      1.255          9        640:   7%|▋         | 37/519 [00:19<04:03,  1.98it/s]
      37/80      0.94G      1.006      1.777     0.7146      1.255          9        640:   7%|▋         | 38/519 [00:19<03:26,  2.33it/s]
      37/80      0.94G      1.011       1.78     0.7185      1.256         11        640:   7%|▋         | 38/519 [00:19<03:26,  2.33it/s]
      37/80      0.94G      1.011       1.78     0.7185      1.256         11        640:   8%|▊         | 39/519 [00:19<03:04,  2.60it/s]
      37/80      0.94G       1.01      1.774     0.7183      1.252         11        640:   8%|▊         | 39/519 [00:20<03:04,  2.60it/s]
      37/80      0.94G       1.01      1.774     0.7183      1.252         11        640:   8%|▊         | 40/519 [00:20<03:45,  2.12it/s]
      37/80      0.94G      1.006       1.77      0.714      1.251          9        640:   8%|▊         | 40/519 [00:21<03:45,  2.12it/s]
      37/80      0.94G      1.006       1.77      0.714      1.251          9        640:   8%|▊         | 41/519 [00:21<04:05,  1.95it/s]
      37/80      0.94G      1.005      1.762     0.7123      1.251          7        640:   8%|▊         | 41/519 [00:21<04:05,  1.95it/s]
      37/80      0.94G      1.005      1.762     0.7123      1.251          7        640:   8%|▊         | 42/519 [00:21<03:24,  2.33it/s]
      37/80      0.94G      1.017      1.754     0.7188      1.258          9        640:   8%|▊         | 42/519 [00:21<03:24,  2.33it/s]
      37/80      0.94G      1.017      1.754     0.7188      1.258          9        640:   8%|▊         | 43/519 [00:21<03:10,  2.50it/s]
      37/80      0.94G      1.027      1.761      0.723      1.263         14        640:   8%|▊         | 43/519 [00:22<03:10,  2.50it/s]
      37/80      0.94G      1.027      1.761      0.723      1.263         14        640:   8%|▊         | 44/519 [00:22<03:06,  2.55it/s]
      37/80      0.94G      1.027      1.761     0.7234      1.261         12        640:   8%|▊         | 44/519 [00:23<03:06,  2.55it/s]
      37/80      0.94G      1.027      1.761     0.7234      1.261         12        640:   9%|▊         | 45/519 [00:23<05:13,  1.51it/s]
      37/80      0.94G       1.02      1.748     0.7172      1.259          8        640:   9%|▊         | 45/519 [00:23<05:13,  1.51it/s]
      37/80      0.94G       1.02      1.748     0.7172      1.259          8        640:   9%|▉         | 46/519 [00:23<04:12,  1.88it/s]
      37/80      0.94G      1.019      1.748     0.7142      1.256         14        640:   9%|▉         | 46/519 [00:23<04:12,  1.88it/s]
      37/80      0.94G      1.019      1.748     0.7142      1.256         14        640:   9%|▉         | 47/519 [00:23<03:34,  2.20it/s]
      37/80      0.94G      1.018      1.745       0.71      1.256         13        640:   9%|▉         | 47/519 [00:24<03:34,  2.20it/s]
      37/80      0.94G      1.018      1.745       0.71      1.256         13        640:   9%|▉         | 48/519 [00:24<03:03,  2.57it/s]
      37/80      0.94G      1.023      1.744     0.7134      1.257         10        640:   9%|▉         | 48/519 [00:24<03:03,  2.57it/s]
      37/80      0.94G      1.023      1.744     0.7134      1.257         10        640:   9%|▉         | 49/519 [00:24<04:11,  1.87it/s]
      37/80      0.94G      1.018      1.745     0.7088      1.253         10        640:   9%|▉         | 49/519 [00:25<04:11,  1.87it/s]
      37/80      0.94G      1.018      1.745     0.7088      1.253         10        640:  10%|▉         | 50/519 [00:25<03:32,  2.21it/s]
      37/80      0.94G      1.014      1.733     0.7064      1.251          9        640:  10%|▉         | 50/519 [00:25<03:32,  2.21it/s]
      37/80      0.94G      1.014      1.733     0.7064      1.251          9        640:  10%|▉         | 51/519 [00:25<02:58,  2.63it/s]
      37/80      0.94G      1.016      1.738     0.7096      1.256          7        640:  10%|▉         | 51/519 [00:25<02:58,  2.63it/s]
      37/80      0.94G      1.016      1.738     0.7096      1.256          7        640:  10%|█         | 52/519 [00:25<02:38,  2.95it/s]
      37/80      0.94G      1.014      1.733     0.7073      1.253         13        640:  10%|█         | 52/519 [00:26<02:38,  2.95it/s]
      37/80      0.94G      1.014      1.733     0.7073      1.253         13        640:  10%|█         | 53/519 [00:26<04:41,  1.65it/s]
      37/80      0.94G      1.016       1.73     0.7038      1.253          9        640:  10%|█         | 53/519 [00:27<04:41,  1.65it/s]
      37/80      0.94G      1.016       1.73     0.7038      1.253          9        640:  10%|█         | 54/519 [00:27<03:49,  2.03it/s]
      37/80      0.94G      1.013      1.726     0.7004       1.25         11        640:  10%|█         | 54/519 [00:27<03:49,  2.03it/s]
      37/80      0.94G      1.013      1.726     0.7004       1.25         11        640:  11%|█         | 55/519 [00:27<03:11,  2.42it/s]
      37/80      0.94G      1.015      1.727      0.705      1.253         12        640:  11%|█         | 55/519 [00:27<03:11,  2.42it/s]
      37/80      0.94G      1.015      1.727      0.705      1.253         12        640:  11%|█         | 56/519 [00:27<03:17,  2.34it/s]
      37/80      0.94G      1.014      1.719     0.7014      1.252         12        640:  11%|█         | 56/519 [00:29<03:17,  2.34it/s]
      37/80      0.94G      1.014      1.719     0.7014      1.252         12        640:  11%|█         | 57/519 [00:29<05:09,  1.49it/s]
      37/80      0.94G      1.014      1.714     0.7024      1.252          8        640:  11%|█         | 57/519 [00:29<05:09,  1.49it/s]
      37/80      0.94G      1.014      1.714     0.7024      1.252          8        640:  11%|█         | 58/519 [00:29<04:05,  1.88it/s]
      37/80      0.94G      1.015      1.714     0.6992      1.251         16        640:  11%|█         | 58/519 [00:29<04:05,  1.88it/s]
      37/80      0.94G      1.015      1.714     0.6992      1.251         16        640:  11%|█▏        | 59/519 [00:29<03:25,  2.24it/s]
      37/80      0.94G       1.02      1.723     0.7036      1.253          9        640:  11%|█▏        | 59/519 [00:29<03:25,  2.24it/s]
      37/80      0.94G       1.02      1.723     0.7036      1.253          9        640:  12%|█▏        | 60/519 [00:29<02:56,  2.60it/s]
      37/80      0.94G      1.024      1.719     0.7086      1.257          7        640:  12%|█▏        | 60/519 [00:30<02:56,  2.60it/s]
      37/80      0.94G      1.024      1.719     0.7086      1.257          7        640:  12%|█▏        | 61/519 [00:30<04:09,  1.84it/s]
      37/80      0.94G      1.024      1.718     0.7079      1.257          9        640:  12%|█▏        | 61/519 [00:30<04:09,  1.84it/s]
      37/80      0.94G      1.024      1.718     0.7079      1.257          9        640:  12%|█▏        | 62/519 [00:30<03:23,  2.25it/s]
      37/80      0.94G      1.021      1.711      0.708      1.256         12        640:  12%|█▏        | 62/519 [00:31<03:23,  2.25it/s]
      37/80      0.94G      1.021      1.711      0.708      1.256         12        640:  12%|█▏        | 63/519 [00:31<02:53,  2.62it/s]
      37/80      0.94G      1.024      1.715     0.7062      1.258         13        640:  12%|█▏        | 63/519 [00:31<02:53,  2.62it/s]
      37/80      0.94G      1.024      1.715     0.7062      1.258         13        640:  12%|█▏        | 64/519 [00:31<03:36,  2.10it/s]
      37/80      0.94G       1.02      1.715     0.7039      1.256         12        640:  12%|█▏        | 64/519 [00:32<03:36,  2.10it/s]
      37/80      0.94G       1.02      1.715     0.7039      1.256         12        640:  13%|█▎        | 65/519 [00:32<03:43,  2.03it/s]
      37/80      0.94G      1.026      1.722     0.7064      1.258         10        640:  13%|█▎        | 65/519 [00:32<03:43,  2.03it/s]
      37/80      0.94G      1.026      1.722     0.7064      1.258         10        640:  13%|█▎        | 66/519 [00:32<03:07,  2.42it/s]
      37/80      0.94G      1.029      1.729     0.7085      1.259         12        640:  13%|█▎        | 66/519 [00:32<03:07,  2.42it/s]
      37/80      0.94G      1.029      1.729     0.7085      1.259         12        640:  13%|█▎        | 67/519 [00:32<03:01,  2.48it/s]
      37/80      0.94G      1.028      1.727     0.7065      1.258         10        640:  13%|█▎        | 67/519 [00:33<03:01,  2.48it/s]
      37/80      0.94G      1.028      1.727     0.7065      1.258         10        640:  13%|█▎        | 68/519 [00:33<04:10,  1.80it/s]
      37/80      0.94G      1.027      1.725     0.7047      1.258          7        640:  13%|█▎        | 68/519 [00:34<04:10,  1.80it/s]
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      37/80      0.94G      1.015      1.673     0.6799      1.249          8        640:  26%|██▌       | 134/519 [01:02<02:15,  2.85it/s]
      37/80      0.94G      1.018      1.681     0.6817      1.251         10        640:  26%|██▌       | 134/519 [01:02<02:15,  2.85it/s]
      37/80      0.94G      1.018      1.681     0.6817      1.251         10        640:  26%|██▌       | 135/519 [01:02<02:01,  3.16it/s]
      37/80      0.94G      1.019      1.681     0.6814       1.25         13        640:  26%|██▌       | 135/519 [01:03<02:01,  3.16it/s]
      37/80      0.94G      1.019      1.681     0.6814       1.25         13        640:  26%|██▌       | 136/519 [01:03<03:01,  2.11it/s]
      37/80      0.94G      1.016      1.678     0.6798      1.248         13        640:  26%|██▌       | 136/519 [01:04<03:01,  2.11it/s]
      37/80      0.94G      1.016      1.678     0.6798      1.248         13        640:  26%|██▋       | 137/519 [01:04<03:42,  1.71it/s]
      37/80      0.94G      1.015      1.673     0.6783      1.248          9        640:  26%|██▋       | 137/519 [01:04<03:42,  1.71it/s]
      37/80      0.94G      1.015      1.673     0.6783      1.248          9        640:  27%|██▋       | 138/519 [01:04<03:02,  2.08it/s]
      37/80      0.94G      1.016      1.678     0.6777      1.248          9        640:  27%|██▋       | 138/519 [01:04<03:02,  2.08it/s]
      37/80      0.94G      1.016      1.678     0.6777      1.248          9        640:  27%|██▋       | 139/519 [01:04<02:33,  2.48it/s]
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      37/80      0.94G      1.014      1.673     0.6755      1.247         12        640:  27%|██▋       | 140/519 [01:05<03:43,  1.70it/s]
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      37/80      0.94G      1.013       1.67     0.6744      1.246         13        640:  27%|██▋       | 141/519 [01:06<03:06,  2.02it/s]
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      37/80      0.94G      1.012      1.669     0.6744      1.246         10        640:  27%|██▋       | 142/519 [01:06<02:32,  2.48it/s]
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      37/80      0.94G      1.011      1.666     0.6735      1.245         10        640:  28%|██▊       | 143/519 [01:07<02:14,  2.79it/s]
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      37/80      0.94G      1.012      1.667     0.6733      1.246          8        640:  28%|██▊       | 144/519 [01:07<03:46,  1.66it/s]
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      37/80      0.94G      1.012      1.671     0.6737      1.246         10        640:  28%|██▊       | 146/519 [01:08<02:38,  2.36it/s]
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      37/80      0.94G      1.012      1.671     0.6728      1.246         11        640:  28%|██▊       | 147/519 [01:08<02:23,  2.60it/s]
      37/80      0.94G      1.012      1.671     0.6728      1.246         11        640:  29%|██▊       | 148/519 [01:08<02:39,  2.33it/s]
      37/80      0.94G      1.009      1.668     0.6717      1.245         10        640:  29%|██▊       | 148/519 [01:10<02:39,  2.33it/s]
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      37/80      0.94G      1.009      1.668     0.6707      1.244          9        640:  29%|██▊       | 149/519 [01:10<04:35,  1.34it/s]
      37/80      0.94G      1.009      1.668     0.6707      1.244          9        640:  29%|██▉       | 150/519 [01:10<03:34,  1.72it/s]
      37/80      0.94G      1.008      1.669     0.6703      1.243         14        640:  29%|██▉       | 150/519 [01:10<03:34,  1.72it/s]
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      37/80      0.94G      1.008      1.671     0.6706      1.246          6        640:  29%|██▉       | 151/519 [01:10<02:59,  2.06it/s]
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      37/80      0.94G      1.008      1.668     0.6706      1.245          7        640:  29%|██▉       | 152/519 [01:12<02:31,  2.42it/s]
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      37/80      0.94G      1.008      1.673     0.6694      1.244         12        640:  30%|██▉       | 154/519 [01:12<02:54,  2.10it/s]
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      37/80      0.94G      1.007      1.672     0.6693      1.244         14        640:  30%|██▉       | 155/519 [01:12<02:29,  2.44it/s]
      37/80      0.94G      1.007      1.672     0.6693      1.244         14        640:  30%|███       | 156/519 [01:12<02:11,  2.76it/s]
      37/80      0.94G      1.005       1.67     0.6682      1.242         10        640:  30%|███       | 156/519 [01:13<02:11,  2.76it/s]
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      37/80      0.94G      1.006      1.668     0.6675      1.243          8        640:  30%|███       | 157/519 [01:13<03:07,  1.93it/s]
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      37/80      0.94G      1.005      1.668     0.6687      1.242          9        640:  30%|███       | 158/519 [01:14<02:35,  2.32it/s]
      37/80      0.94G      1.005      1.668     0.6687      1.242          9        640:  31%|███       | 159/519 [01:14<02:20,  2.57it/s]
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      37/80      0.94G     0.9993      1.671      0.666      1.241         13        640:  32%|███▏      | 165/519 [01:16<02:35,  2.28it/s]
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      37/80      0.94G     0.9995       1.67     0.6668       1.24          9        640:  32%|███▏      | 166/519 [01:17<02:09,  2.72it/s]
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      37/80      0.94G          1      1.669     0.6682       1.24          6        640:  32%|███▏      | 167/519 [01:18<02:28,  2.37it/s]
      37/80      0.94G          1      1.669     0.6682       1.24          6        640:  32%|███▏      | 168/519 [01:18<02:58,  1.97it/s]
      37/80      0.94G          1       1.67     0.6694       1.24         10        640:  32%|███▏      | 168/519 [01:18<02:58,  1.97it/s]
      37/80      0.94G          1       1.67     0.6694       1.24         10        640:  33%|███▎      | 169/519 [01:18<02:22,  2.45it/s]
      37/80      0.94G     0.9994      1.669     0.6684      1.239          8        640:  33%|███▎      | 169/519 [01:18<02:22,  2.45it/s]
      37/80      0.94G     0.9994      1.669     0.6684      1.239          8        640:  33%|███▎      | 170/519 [01:18<02:54,  2.00it/s]
      37/80      0.94G     0.9999      1.668     0.6683      1.239         10        640:  33%|███▎      | 170/519 [01:19<02:54,  2.00it/s]
      37/80      0.94G     0.9999      1.668     0.6683      1.239         10        640:  33%|███▎      | 171/519 [01:19<02:33,  2.27it/s]
      37/80      0.94G      1.001      1.671     0.6685       1.24          8        640:  33%|███▎      | 171/519 [01:19<02:33,  2.27it/s]
      37/80      0.94G      1.001      1.671     0.6685       1.24          8        640:  33%|███▎      | 172/519 [01:19<02:47,  2.07it/s]
      37/80      0.94G      1.001       1.67     0.6682      1.241         11        640:  33%|███▎      | 172/519 [01:20<02:47,  2.07it/s]
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      37/80      0.94G      1.003      1.677     0.6692      1.243          8        640:  33%|███▎      | 173/519 [01:21<03:37,  1.59it/s]
      37/80      0.94G      1.003      1.677     0.6692      1.243          8        640:  34%|███▎      | 174/519 [01:21<02:56,  1.95it/s]
      37/80      0.94G      1.002      1.677     0.6688      1.243          9        640:  34%|███▎      | 174/519 [01:21<02:56,  1.95it/s]
      37/80      0.94G      1.002      1.677     0.6688      1.243          9        640:  34%|███▎      | 175/519 [01:21<02:42,  2.12it/s]
      37/80      0.94G      1.002      1.675     0.6681      1.242         11        640:  34%|███▎      | 175/519 [01:21<02:42,  2.12it/s]
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      37/80      0.94G      1.001       1.68     0.6676      1.242         14        640:  34%|███▍      | 177/519 [01:23<03:10,  1.79it/s]
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      37/80      0.94G      1.002      1.682     0.6679      1.243          9        640:  34%|███▍      | 178/519 [01:23<03:19,  1.71it/s]
      37/80      0.94G      1.002      1.682     0.6679      1.243          9        640:  34%|███▍      | 179/519 [01:23<03:32,  1.60it/s]
      37/80      0.94G      1.002      1.684     0.6676      1.243         12        640:  34%|███▍      | 179/519 [01:24<03:32,  1.60it/s]
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      37/80      0.94G          1      1.681     0.6666      1.242         12        640:  35%|███▍      | 180/519 [01:24<02:50,  1.99it/s]
      37/80      0.94G          1      1.681     0.6666      1.242         12        640:  35%|███▍      | 181/519 [01:24<02:22,  2.38it/s]
      37/80      0.94G     0.9989      1.679     0.6658      1.241          7        640:  35%|███▍      | 181/519 [01:24<02:22,  2.38it/s]
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      37/80      0.94G     0.9993      1.679     0.6662       1.24         14        640:  35%|███▌      | 182/519 [01:25<02:04,  2.71it/s]
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      37/80      0.94G     0.9986      1.676     0.6656      1.241         10        640:  35%|███▌      | 183/519 [01:25<03:06,  1.80it/s]
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      37/80      0.94G      0.998      1.676     0.6657      1.241         12        640:  35%|███▌      | 184/519 [01:26<02:30,  2.22it/s]
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      37/80      0.94G      0.999      1.677     0.6663      1.241         12        640:  36%|███▌      | 185/519 [01:26<02:11,  2.54it/s]
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      37/80      0.94G     0.9979      1.675     0.6653      1.241         14        640:  36%|███▌      | 186/519 [01:26<01:55,  2.89it/s]
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      37/80      0.94G     0.9978      1.686     0.6672      1.241          7        640:  36%|███▌      | 187/519 [01:27<02:03,  2.70it/s]
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      37/80      0.94G          1      1.688     0.6679      1.243         10        640:  36%|███▌      | 188/519 [01:27<02:46,  1.99it/s]
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      37/80      0.94G     0.9995      1.689     0.6674      1.242          8        640:  36%|███▋      | 189/519 [01:28<02:18,  2.39it/s]
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      37/80      0.94G          1      1.689     0.6671      1.242         11        640:  37%|███▋      | 190/519 [01:29<01:59,  2.74it/s]
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      37/80      0.94G      1.001      1.692     0.6675      1.241         11        640:  37%|███▋      | 191/519 [01:29<03:16,  1.67it/s]
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      37/80      0.94G     0.9992      1.691     0.6666      1.241          9        640:  37%|███▋      | 192/519 [01:29<02:39,  2.04it/s]
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      37/80      0.94G      1.001      1.691      0.668      1.243          6        640:  37%|███▋      | 193/519 [01:30<02:25,  2.24it/s]
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      37/80      0.94G     0.9998      1.687     0.6667      1.242         10        640:  38%|███▊      | 196/519 [01:31<03:12,  1.68it/s]
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      37/80      0.94G     0.9977      1.676     0.6673      1.247          8        640:  50%|█████     | 262/519 [02:02<01:40,  2.56it/s]
      37/80      0.94G      0.997      1.677     0.6662      1.247          5        640:  50%|█████     | 262/519 [02:02<01:40,  2.56it/s]
      37/80      0.94G      0.997      1.677     0.6662      1.247          5        640:  51%|█████     | 263/519 [02:02<01:30,  2.84it/s]
      37/80      0.94G     0.9969      1.676     0.6658      1.247          9        640:  51%|█████     | 263/519 [02:03<01:30,  2.84it/s]
      37/80      0.94G     0.9969      1.676     0.6658      1.247          9        640:  51%|█████     | 264/519 [02:03<02:38,  1.61it/s]
      37/80      0.94G     0.9959      1.676      0.665      1.246         14        640:  51%|█████     | 264/519 [02:03<02:38,  1.61it/s]
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      37/80      0.94G     0.9964      1.677     0.6649      1.246          9        640:  51%|█████     | 265/519 [02:04<02:05,  2.02it/s]
      37/80      0.94G     0.9964      1.677     0.6649      1.246          9        640:  51%|█████▏    | 266/519 [02:04<01:41,  2.48it/s]
      37/80      0.94G     0.9973      1.681     0.6661      1.247         12        640:  51%|█████▏    | 266/519 [02:04<01:41,  2.48it/s]
      37/80      0.94G     0.9973      1.681     0.6661      1.247         12        640:  51%|█████▏    | 267/519 [02:04<01:31,  2.76it/s]
      37/80      0.94G     0.9962      1.679     0.6653      1.246         10        640:  51%|█████▏    | 267/519 [02:04<01:31,  2.76it/s]
      37/80      0.94G     0.9962      1.679     0.6653      1.246         10        640:  52%|█████▏    | 268/519 [02:04<01:44,  2.41it/s]
      37/80      0.94G     0.9978       1.68     0.6658      1.248          8        640:  52%|█████▏    | 268/519 [02:05<01:44,  2.41it/s]
      37/80      0.94G     0.9978       1.68     0.6658      1.248          8        640:  52%|█████▏    | 269/519 [02:05<01:33,  2.68it/s]
      37/80      0.94G      0.998       1.68     0.6657      1.247         11        640:  52%|█████▏    | 269/519 [02:05<01:33,  2.68it/s]
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      37/80      0.94G     0.9989      1.684     0.6656      1.247         12        640:  52%|█████▏    | 270/519 [02:05<01:19,  3.12it/s]
      37/80      0.94G     0.9989      1.684     0.6656      1.247         12        640:  52%|█████▏    | 271/519 [02:05<01:13,  3.39it/s]
      37/80      0.94G     0.9981      1.683     0.6656      1.247          7        640:  52%|█████▏    | 271/519 [02:06<01:13,  3.39it/s]
      37/80      0.94G     0.9981      1.683     0.6656      1.247          7        640:  52%|█████▏    | 272/519 [02:06<02:02,  2.01it/s]
      37/80      0.94G      0.998      1.681     0.6657      1.247          9        640:  52%|█████▏    | 272/519 [02:06<02:02,  2.01it/s]
      37/80      0.94G      0.998      1.681     0.6657      1.247          9        640:  53%|█████▎    | 273/519 [02:06<01:47,  2.28it/s]
      37/80      0.94G     0.9998      1.683     0.6675      1.248          7        640:  53%|█████▎    | 273/519 [02:07<01:47,  2.28it/s]
      37/80      0.94G     0.9998      1.683     0.6675      1.248          7        640:  53%|█████▎    | 274/519 [02:07<01:36,  2.55it/s]
      37/80      0.94G     0.9996      1.683      0.667      1.248          9        640:  53%|█████▎    | 274/519 [02:07<01:36,  2.55it/s]
      37/80      0.94G     0.9996      1.683      0.667      1.248          9        640:  53%|█████▎    | 275/519 [02:07<01:25,  2.85it/s]
      37/80      0.94G     0.9985      1.681     0.6664      1.247         14        640:  53%|█████▎    | 275/519 [02:08<01:25,  2.85it/s]
      37/80      0.94G     0.9985      1.681     0.6664      1.247         14        640:  53%|█████▎    | 276/519 [02:08<01:59,  2.04it/s]
      37/80      0.94G      0.998      1.679     0.6664      1.247          8        640:  53%|█████▎    | 276/519 [02:08<01:59,  2.04it/s]
      37/80      0.94G      0.998      1.679     0.6664      1.247          8        640:  53%|█████▎    | 277/519 [02:08<01:37,  2.47it/s]
      37/80      0.94G     0.9984       1.68     0.6666      1.247         13        640:  53%|█████▎    | 277/519 [02:08<01:37,  2.47it/s]
      37/80      0.94G     0.9984       1.68     0.6666      1.247         13        640:  54%|█████▎    | 278/519 [02:08<01:24,  2.86it/s]
      37/80      0.94G     0.9978       1.68     0.6659      1.248         10        640:  54%|█████▎    | 278/519 [02:08<01:24,  2.86it/s]
      37/80      0.94G     0.9978       1.68     0.6659      1.248         10        640:  54%|█████▍    | 279/519 [02:08<01:19,  3.00it/s]
      37/80      0.94G     0.9984      1.682     0.6667      1.248         10        640:  54%|█████▍    | 279/519 [02:09<01:19,  3.00it/s]
      37/80      0.94G     0.9984      1.682     0.6667      1.248         10        640:  54%|█████▍    | 280/519 [02:09<01:36,  2.48it/s]
      37/80      0.94G     0.9975       1.68     0.6657      1.247         10        640:  54%|█████▍    | 280/519 [02:09<01:36,  2.48it/s]
      37/80      0.94G     0.9975       1.68     0.6657      1.247         10        640:  54%|█████▍    | 281/519 [02:09<01:24,  2.81it/s]
      37/80      0.94G     0.9972      1.681     0.6654      1.247         12        640:  54%|█████▍    | 281/519 [02:10<01:24,  2.81it/s]
      37/80      0.94G     0.9972      1.681     0.6654      1.247         12        640:  54%|█████▍    | 282/519 [02:10<01:40,  2.36it/s]
      37/80      0.94G     0.9968       1.68     0.6652      1.247         10        640:  54%|█████▍    | 282/519 [02:10<01:40,  2.36it/s]
      37/80      0.94G     0.9968       1.68     0.6652      1.247         10        640:  55%|█████▍    | 283/519 [02:10<01:26,  2.72it/s]
      37/80      0.94G      0.997      1.683     0.6653      1.248          8        640:  55%|█████▍    | 283/519 [02:11<01:26,  2.72it/s]
      37/80      0.94G      0.997      1.683     0.6653      1.248          8        640:  55%|█████▍    | 284/519 [02:11<01:31,  2.57it/s]
      37/80      0.94G     0.9959      1.681     0.6645      1.247         11        640:  55%|█████▍    | 284/519 [02:11<01:31,  2.57it/s]
      37/80      0.94G     0.9959      1.681     0.6645      1.247         11        640:  55%|█████▍    | 285/519 [02:11<01:19,  2.93it/s]
      37/80      0.94G     0.9965      1.681     0.6652      1.248         10        640:  55%|█████▍    | 285/519 [02:12<01:19,  2.93it/s]
      37/80      0.94G     0.9965      1.681     0.6652      1.248         10        640:  55%|█████▌    | 286/519 [02:12<01:50,  2.10it/s]
      37/80      0.94G     0.9969      1.684     0.6654      1.248          8        640:  55%|█████▌    | 286/519 [02:12<01:50,  2.10it/s]
      37/80      0.94G     0.9969      1.684     0.6654      1.248          8        640:  55%|█████▌    | 287/519 [02:12<01:34,  2.44it/s]
      37/80      0.94G     0.9976      1.683     0.6662      1.248         11        640:  55%|█████▌    | 287/519 [02:12<01:34,  2.44it/s]
      37/80      0.94G     0.9976      1.683     0.6662      1.248         11        640:  55%|█████▌    | 288/519 [02:12<01:48,  2.13it/s]
      37/80      0.94G     0.9984      1.682      0.667      1.249          8        640:  55%|█████▌    | 288/519 [02:13<01:48,  2.13it/s]
      37/80      0.94G     0.9984      1.682      0.667      1.249          8        640:  56%|█████▌    | 289/519 [02:13<01:37,  2.37it/s]
      37/80      0.94G     0.9985      1.682     0.6666      1.249          9        640:  56%|█████▌    | 289/519 [02:14<01:37,  2.37it/s]
      37/80      0.94G     0.9985      1.682     0.6666      1.249          9        640:  56%|█████▌    | 290/519 [02:14<02:08,  1.79it/s]
      37/80      0.94G     0.9984      1.681     0.6662      1.248          7        640:  56%|█████▌    | 290/519 [02:14<02:08,  1.79it/s]
      37/80      0.94G     0.9984      1.681     0.6662      1.248          7        640:  56%|█████▌    | 291/519 [02:14<01:42,  2.22it/s]
      37/80      0.94G     0.9975       1.68     0.6656      1.248         10        640:  56%|█████▌    | 291/519 [02:14<01:42,  2.22it/s]
      37/80      0.94G     0.9975       1.68     0.6656      1.248         10        640:  56%|█████▋    | 292/519 [02:14<01:29,  2.54it/s]
      37/80      0.94G     0.9968       1.68      0.665      1.247          8        640:  56%|█████▋    | 292/519 [02:14<01:29,  2.54it/s]
      37/80      0.94G     0.9968       1.68      0.665      1.247          8        640:  56%|█████▋    | 293/519 [02:14<01:19,  2.85it/s]
      37/80      0.94G     0.9979      1.681     0.6667      1.248         10        640:  56%|█████▋    | 293/519 [02:15<01:19,  2.85it/s]
      37/80      0.94G     0.9979      1.681     0.6667      1.248         10        640:  57%|█████▋    | 294/519 [02:15<01:56,  1.93it/s]
      37/80      0.94G     0.9972      1.681     0.6675      1.248          9        640:  57%|█████▋    | 294/519 [02:16<01:56,  1.93it/s]
      37/80      0.94G     0.9972      1.681     0.6675      1.248          9        640:  57%|█████▋    | 295/519 [02:16<01:40,  2.24it/s]
      37/80      0.94G     0.9976      1.681     0.6677      1.248          9        640:  57%|█████▋    | 295/519 [02:16<01:40,  2.24it/s]
      37/80      0.94G     0.9976      1.681     0.6677      1.248          9        640:  57%|█████▋    | 296/519 [02:16<01:24,  2.64it/s]
      37/80      0.94G     0.9985      1.681     0.6684      1.248         12        640:  57%|█████▋    | 296/519 [02:16<01:24,  2.64it/s]
      37/80      0.94G     0.9985      1.681     0.6684      1.248         12        640:  57%|█████▋    | 297/519 [02:16<01:15,  2.92it/s]
      37/80      0.94G     0.9988      1.682     0.6682      1.249          9        640:  57%|█████▋    | 297/519 [02:17<01:15,  2.92it/s]
      37/80      0.94G     0.9988      1.682     0.6682      1.249          9        640:  57%|█████▋    | 298/519 [02:17<02:19,  1.59it/s]
      37/80      0.94G     0.9977       1.68     0.6675      1.249          9        640:  57%|█████▋    | 298/519 [02:18<02:19,  1.59it/s]
      37/80      0.94G     0.9977       1.68     0.6675      1.249          9        640:  58%|█████▊    | 299/519 [02:18<01:53,  1.94it/s]
      37/80      0.94G     0.9975      1.679     0.6673      1.249         11        640:  58%|█████▊    | 299/519 [02:18<01:53,  1.94it/s]
      37/80      0.94G     0.9975      1.679     0.6673      1.249         11        640:  58%|█████▊    | 300/519 [02:18<01:35,  2.30it/s]
      37/80      0.94G     0.9982       1.68     0.6681      1.249          8        640:  58%|█████▊    | 300/519 [02:18<01:35,  2.30it/s]
      37/80      0.94G     0.9982       1.68     0.6681      1.249          8        640:  58%|█████▊    | 301/519 [02:18<01:21,  2.66it/s]
      37/80      0.94G     0.9969      1.679     0.6679      1.249          9        640:  58%|█████▊    | 301/519 [02:19<01:21,  2.66it/s]
      37/80      0.94G     0.9969      1.679     0.6679      1.249          9        640:  58%|█████▊    | 302/519 [02:19<02:13,  1.63it/s]
      37/80      0.94G      0.997      1.679     0.6673      1.249         10        640:  58%|█████▊    | 302/519 [02:19<02:13,  1.63it/s]
      37/80      0.94G      0.997      1.679     0.6673      1.249         10        640:  58%|█████▊    | 303/519 [02:19<01:42,  2.11it/s]
      37/80      0.94G     0.9965       1.68     0.6673       1.25          6        640:  58%|█████▊    | 303/519 [02:20<01:42,  2.11it/s]
      37/80      0.94G     0.9965       1.68     0.6673       1.25          6        640:  59%|█████▊    | 304/519 [02:20<01:27,  2.46it/s]
      37/80      0.94G     0.9968       1.68     0.6667       1.25          5        640:  59%|█████▊    | 304/519 [02:20<01:27,  2.46it/s]
      37/80      0.94G     0.9968       1.68     0.6667       1.25          5        640:  59%|█████▉    | 305/519 [02:20<01:20,  2.65it/s]
      37/80      0.94G     0.9959      1.678     0.6659      1.249          8        640:  59%|█████▉    | 305/519 [02:21<01:20,  2.65it/s]
      37/80      0.94G     0.9959      1.678     0.6659      1.249          8        640:  59%|█████▉    | 306/519 [02:21<02:05,  1.70it/s]
      37/80      0.94G     0.9961      1.679     0.6663      1.249         14        640:  59%|█████▉    | 306/519 [02:22<02:05,  1.70it/s]
      37/80      0.94G     0.9961      1.679     0.6663      1.249         14        640:  59%|█████▉    | 307/519 [02:22<02:04,  1.70it/s]
      37/80      0.94G     0.9964      1.679      0.666      1.249         13        640:  59%|█████▉    | 307/519 [02:22<02:04,  1.70it/s]
      37/80      0.94G     0.9964      1.679      0.666      1.249         13        640:  59%|█████▉    | 308/519 [02:22<01:43,  2.03it/s]
      37/80      0.94G     0.9963      1.677     0.6655      1.248         13        640:  59%|█████▉    | 308/519 [02:22<01:43,  2.03it/s]
      37/80      0.94G     0.9963      1.677     0.6655      1.248         13        640:  60%|█████▉    | 309/519 [02:22<01:25,  2.45it/s]
      37/80      0.94G     0.9961      1.676     0.6651      1.249          6        640:  60%|█████▉    | 309/519 [02:23<01:25,  2.45it/s]
      37/80      0.94G     0.9961      1.676     0.6651      1.249          6        640:  60%|█████▉    | 310/519 [02:23<01:47,  1.94it/s]
      37/80      0.94G     0.9967      1.676     0.6654      1.249          9        640:  60%|█████▉    | 310/519 [02:23<01:47,  1.94it/s]
      37/80      0.94G     0.9967      1.676     0.6654      1.249          9        640:  60%|█████▉    | 311/519 [02:23<01:40,  2.07it/s]
      37/80      0.94G     0.9961      1.675      0.665      1.249          6        640:  60%|█████▉    | 311/519 [02:23<01:40,  2.07it/s]
      37/80      0.94G     0.9961      1.675      0.665      1.249          6        640:  60%|██████    | 312/519 [02:23<01:23,  2.47it/s]
      37/80      0.94G     0.9957      1.675     0.6653      1.248         16        640:  60%|██████    | 312/519 [02:24<01:23,  2.47it/s]
      37/80      0.94G     0.9957      1.675     0.6653      1.248         16        640:  60%|██████    | 313/519 [02:24<01:21,  2.53it/s]
      37/80      0.94G      0.996      1.675     0.6652      1.248          8        640:  60%|██████    | 313/519 [02:25<01:21,  2.53it/s]
      37/80      0.94G      0.996      1.675     0.6652      1.248          8        640:  61%|██████    | 314/519 [02:25<01:45,  1.95it/s]
      37/80      0.94G     0.9968      1.675     0.6653      1.249         15        640:  61%|██████    | 314/519 [02:25<01:45,  1.95it/s]
      37/80      0.94G     0.9968      1.675     0.6653      1.249         15        640:  61%|██████    | 315/519 [02:25<01:29,  2.29it/s]
      37/80      0.94G     0.9962      1.674     0.6648      1.248         12        640:  61%|██████    | 315/519 [02:25<01:29,  2.29it/s]
      37/80      0.94G     0.9962      1.674     0.6648      1.248         12        640:  61%|██████    | 316/519 [02:25<01:17,  2.62it/s]
      37/80      0.94G      0.995      1.672     0.6641      1.247          9        640:  61%|██████    | 316/519 [02:26<01:17,  2.62it/s]
      37/80      0.94G      0.995      1.672     0.6641      1.247          9        640:  61%|██████    | 317/519 [02:26<01:19,  2.54it/s]
      37/80      0.94G     0.9945      1.672     0.6641      1.247          7        640:  61%|██████    | 317/519 [02:26<01:19,  2.54it/s]
      37/80      0.94G     0.9945      1.672     0.6641      1.247          7        640:  61%|██████▏   | 318/519 [02:26<01:30,  2.21it/s]
      37/80      0.94G     0.9946      1.671     0.6641      1.247         14        640:  61%|██████▏   | 318/519 [02:26<01:30,  2.21it/s]
      37/80      0.94G     0.9946      1.671     0.6641      1.247         14        640:  61%|██████▏   | 319/519 [02:26<01:23,  2.40it/s]
      37/80      0.94G      0.995      1.671     0.6639      1.247          8        640:  61%|██████▏   | 319/519 [02:27<01:23,  2.40it/s]
      37/80      0.94G      0.995      1.671     0.6639      1.247          8        640:  62%|██████▏   | 320/519 [02:27<01:53,  1.75it/s]
      37/80      0.94G     0.9957      1.671     0.6641      1.247         12        640:  62%|██████▏   | 320/519 [02:28<01:53,  1.75it/s]
      37/80      0.94G     0.9957      1.671     0.6641      1.247         12        640:  62%|██████▏   | 321/519 [02:28<01:37,  2.04it/s]
      37/80      0.94G     0.9961      1.672     0.6641      1.247         12        640:  62%|██████▏   | 321/519 [02:28<01:37,  2.04it/s]
      37/80      0.94G     0.9961      1.672     0.6641      1.247         12        640:  62%|██████▏   | 322/519 [02:28<01:47,  1.83it/s]
      37/80      0.94G     0.9965      1.673     0.6644      1.248          9        640:  62%|██████▏   | 322/519 [02:29<01:47,  1.83it/s]
      37/80      0.94G     0.9965      1.673     0.6644      1.248          9        640:  62%|██████▏   | 323/519 [02:29<01:28,  2.22it/s]
      37/80      0.94G     0.9982      1.675     0.6654      1.248         10        640:  62%|██████▏   | 323/519 [02:29<01:28,  2.22it/s]
      37/80      0.94G     0.9982      1.675     0.6654      1.248         10        640:  62%|██████▏   | 324/519 [02:29<01:38,  1.97it/s]
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      37/80      0.94G     0.9984      1.679     0.6641      1.248         13        640:  69%|██████▉   | 358/519 [02:45<01:14,  2.16it/s]
      37/80      0.94G     0.9984      1.679     0.6641      1.248         13        640:  69%|██████▉   | 359/519 [02:45<01:14,  2.14it/s]
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      37/80      0.94G     0.9994      1.681     0.6647      1.249         12        640:  69%|██████▉   | 360/519 [02:46<01:02,  2.53it/s]
      37/80      0.94G     0.9994      1.681     0.6647      1.249         12        640:  70%|██████▉   | 361/519 [02:46<00:53,  2.93it/s]
      37/80      0.94G          1      1.681     0.6651       1.25          8        640:  70%|██████▉   | 361/519 [02:46<00:53,  2.93it/s]
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      37/80      0.94G      1.001       1.68     0.6643       1.25          5        640:  70%|███████   | 365/519 [02:49<01:00,  2.53it/s]
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      37/80      0.94G          1      1.673     0.6631      1.251          8        640:  73%|███████▎  | 381/519 [02:57<00:58,  2.36it/s]
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      37/80      0.94G      1.001      1.671     0.6629      1.251         13        640:  74%|███████▍  | 386/519 [02:59<01:08,  1.94it/s]
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      37/80      0.94G      1.001       1.67     0.6627      1.251         16        640:  75%|███████▍  | 387/519 [02:59<01:15,  1.74it/s]
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      37/80      0.94G      1.001       1.67     0.6625      1.251          6        640:  75%|███████▍  | 388/519 [02:59<01:00,  2.17it/s]
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      37/80      0.94G      1.001      1.674     0.6626      1.252          9        640:  75%|███████▌  | 390/519 [03:00<01:03,  2.03it/s]
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      37/80      0.94G      1.001      1.674     0.6624      1.252          7        640:  75%|███████▌  | 391/519 [03:01<01:07,  1.88it/s]
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      37/80      0.94G      1.004      1.679     0.6646      1.254         13        640:  77%|███████▋  | 402/519 [03:06<00:58,  2.01it/s]
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      37/80      0.94G      1.004      1.676     0.6645      1.253          9        640:  78%|███████▊  | 405/519 [03:07<00:38,  2.99it/s]
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      37/80      0.94G      1.004      1.676     0.6654      1.254          9        640:  79%|███████▊  | 408/519 [03:09<00:59,  1.86it/s]
      37/80      0.94G      1.004      1.676     0.6654      1.254          9        640:  79%|███████▉  | 409/519 [03:09<00:47,  2.29it/s]
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      37/80      0.94G          1      1.668     0.6633      1.251          9        640:  86%|████████▋ | 448/519 [03:27<00:34,  2.04it/s]
      37/80      0.94G     0.9996      1.667     0.6629      1.251         10        640:  86%|████████▋ | 448/519 [03:28<00:34,  2.04it/s]
      37/80      0.94G     0.9996      1.667     0.6629      1.251         10        640:  87%|████████▋ | 449/519 [03:28<00:30,  2.28it/s]
      37/80      0.94G     0.9995      1.666     0.6627      1.251         10        640:  87%|████████▋ | 449/519 [03:28<00:30,  2.28it/s]
      37/80      0.94G     0.9995      1.666     0.6627      1.251         10        640:  87%|████████▋ | 450/519 [03:28<00:26,  2.58it/s]
      37/80      0.94G          1      1.667     0.6634      1.251          6        640:  87%|████████▋ | 450/519 [03:30<00:26,  2.58it/s]
      37/80      0.94G          1      1.667     0.6634      1.251          6        640:  87%|████████▋ | 451/519 [03:30<00:49,  1.37it/s]
      37/80      0.94G      1.001      1.668     0.6633      1.252          8        640:  87%|████████▋ | 451/519 [03:30<00:49,  1.37it/s]
      37/80      0.94G      1.001      1.668     0.6633      1.252          8        640:  87%|████████▋ | 452/519 [03:30<00:39,  1.69it/s]
      37/80      0.94G      1.001      1.667     0.6629      1.252         14        640:  87%|████████▋ | 452/519 [03:30<00:39,  1.69it/s]
      37/80      0.94G      1.001      1.667     0.6629      1.252         14        640:  87%|████████▋ | 453/519 [03:30<00:31,  2.08it/s]
      37/80      0.94G      1.001      1.669      0.663      1.251         11        640:  87%|████████▋ | 453/519 [03:30<00:31,  2.08it/s]
      37/80      0.94G      1.001      1.669      0.663      1.251         11        640:  87%|████████▋ | 454/519 [03:30<00:27,  2.37it/s]
      37/80      0.94G          1      1.668     0.6627      1.251          8        640:  87%|████████▋ | 454/519 [03:31<00:27,  2.37it/s]
      37/80      0.94G          1      1.668     0.6627      1.251          8        640:  88%|████████▊ | 455/519 [03:31<00:40,  1.57it/s]
      37/80      0.94G     0.9999      1.668     0.6626      1.251         13        640:  88%|████████▊ | 455/519 [03:32<00:40,  1.57it/s]
      37/80      0.94G     0.9999      1.668     0.6626      1.251         13        640:  88%|████████▊ | 456/519 [03:32<00:32,  1.96it/s]
      37/80      0.94G      1.001      1.668     0.6625      1.252          8        640:  88%|████████▊ | 456/519 [03:32<00:32,  1.96it/s]
      37/80      0.94G      1.001      1.668     0.6625      1.252          8        640:  88%|████████▊ | 457/519 [03:32<00:25,  2.40it/s]
      37/80      0.94G      1.001      1.671     0.6632      1.252          8        640:  88%|████████▊ | 457/519 [03:32<00:25,  2.40it/s]
      37/80      0.94G      1.001      1.671     0.6632      1.252          8        640:  88%|████████▊ | 458/519 [03:32<00:22,  2.76it/s]
      37/80      0.94G          1       1.67     0.6629      1.251          6        640:  88%|████████▊ | 458/519 [03:34<00:22,  2.76it/s]
      37/80      0.94G          1       1.67     0.6629      1.251          6        640:  88%|████████▊ | 459/519 [03:34<00:41,  1.44it/s]
      37/80      0.94G      1.001       1.67     0.6631      1.252         10        640:  88%|████████▊ | 459/519 [03:34<00:41,  1.44it/s]
      37/80      0.94G      1.001       1.67     0.6631      1.252         10        640:  89%|████████▊ | 460/519 [03:34<00:32,  1.80it/s]
      37/80      0.94G      1.002      1.672     0.6637      1.253          8        640:  89%|████████▊ | 460/519 [03:34<00:32,  1.80it/s]
      37/80      0.94G      1.002      1.672     0.6637      1.253          8        640:  89%|████████▉ | 461/519 [03:34<00:25,  2.26it/s]
      37/80      0.94G      1.002      1.672     0.6636      1.253          7        640:  89%|████████▉ | 461/519 [03:34<00:25,  2.26it/s]
      37/80      0.94G      1.002      1.672     0.6636      1.253          7        640:  89%|████████▉ | 462/519 [03:34<00:22,  2.57it/s]
      37/80      0.94G      1.001      1.671     0.6637      1.252          7        640:  89%|████████▉ | 462/519 [03:36<00:22,  2.57it/s]
      37/80      0.94G      1.001      1.671     0.6637      1.252          7        640:  89%|████████▉ | 463/519 [03:36<00:38,  1.47it/s]
      37/80      0.94G      1.001      1.671     0.6638      1.252         15        640:  89%|████████▉ | 463/519 [03:36<00:38,  1.47it/s]
      37/80      0.94G      1.001      1.671     0.6638      1.252         15        640:  89%|████████▉ | 464/519 [03:36<00:30,  1.82it/s]
      37/80      0.94G      1.001       1.67      0.664      1.252          6        640:  89%|████████▉ | 464/519 [03:36<00:30,  1.82it/s]
      37/80      0.94G      1.001       1.67      0.664      1.252          6        640:  90%|████████▉ | 465/519 [03:36<00:25,  2.13it/s]
      37/80      0.94G      1.001       1.67     0.6642      1.252         11        640:  90%|████████▉ | 465/519 [03:36<00:25,  2.13it/s]
      37/80      0.94G      1.001       1.67     0.6642      1.252         11        640:  90%|████████▉ | 466/519 [03:36<00:21,  2.41it/s]
      37/80      0.94G      1.002      1.671     0.6644      1.252          6        640:  90%|████████▉ | 466/519 [03:37<00:21,  2.41it/s]
      37/80      0.94G      1.002      1.671     0.6644      1.252          6        640:  90%|████████▉ | 467/519 [03:37<00:28,  1.82it/s]
      37/80      0.94G      1.001      1.669      0.664      1.252         11        640:  90%|████████▉ | 467/519 [03:37<00:28,  1.82it/s]
      37/80      0.94G      1.001      1.669      0.664      1.252         11        640:  90%|█████████ | 468/519 [03:37<00:23,  2.20it/s]
      37/80      0.94G      1.001       1.67      0.666      1.252          7        640:  90%|█████████ | 468/519 [03:38<00:23,  2.20it/s]
      37/80      0.94G      1.001       1.67      0.666      1.252          7        640:  90%|█████████ | 469/519 [03:38<00:19,  2.63it/s]
      37/80      0.94G      1.001       1.67     0.6658      1.252         13        640:  90%|█████████ | 469/519 [03:38<00:19,  2.63it/s]
      37/80      0.94G      1.001       1.67     0.6658      1.252         13        640:  91%|█████████ | 470/519 [03:38<00:17,  2.81it/s]
      37/80      0.94G          1      1.668     0.6654      1.252         11        640:  91%|█████████ | 470/519 [03:39<00:17,  2.81it/s]
      37/80      0.94G          1      1.668     0.6654      1.252         11        640:  91%|█████████ | 471/519 [03:39<00:20,  2.35it/s]
      37/80      0.94G     0.9996      1.667     0.6649      1.251         12        640:  91%|█████████ | 471/519 [03:39<00:20,  2.35it/s]
      37/80      0.94G     0.9996      1.667     0.6649      1.251         12        640:  91%|█████████ | 472/519 [03:39<00:17,  2.73it/s]
      37/80      0.94G     0.9997      1.667     0.6649      1.251         12        640:  91%|█████████ | 472/519 [03:39<00:17,  2.73it/s]
      37/80      0.94G     0.9997      1.667     0.6649      1.251         12        640:  91%|█████████ | 473/519 [03:39<00:14,  3.13it/s]
      37/80      0.94G     0.9993      1.666     0.6647      1.251         12        640:  91%|█████████ | 473/519 [03:39<00:14,  3.13it/s]
      37/80      0.94G     0.9993      1.666     0.6647      1.251         12        640:  91%|█████████▏| 474/519 [03:39<00:13,  3.24it/s]
      37/80      0.94G      0.999      1.666     0.6643      1.251         10        640:  91%|█████████▏| 474/519 [03:40<00:13,  3.24it/s]
      37/80      0.94G      0.999      1.666     0.6643      1.251         10        640:  92%|█████████▏| 475/519 [03:40<00:17,  2.56it/s]
      37/80      0.94G     0.9993      1.667     0.6646      1.251         12        640:  92%|█████████▏| 475/519 [03:40<00:17,  2.56it/s]
      37/80      0.94G     0.9993      1.667     0.6646      1.251         12        640:  92%|█████████▏| 476/519 [03:40<00:15,  2.86it/s]
      37/80      0.94G     0.9991      1.666     0.6647      1.251         12        640:  92%|█████████▏| 476/519 [03:40<00:15,  2.86it/s]
      37/80      0.94G     0.9991      1.666     0.6647      1.251         12        640:  92%|█████████▏| 477/519 [03:40<00:13,  3.17it/s]
      37/80      0.94G     0.9988      1.666     0.6645       1.25         10        640:  92%|█████████▏| 477/519 [03:41<00:13,  3.17it/s]
      37/80      0.94G     0.9988      1.666     0.6645       1.25         10        640:  92%|█████████▏| 478/519 [03:41<00:11,  3.45it/s]
      37/80      0.94G     0.9987      1.666     0.6645       1.25         13        640:  92%|█████████▏| 478/519 [03:42<00:11,  3.45it/s]
      37/80      0.94G     0.9987      1.666     0.6645       1.25         13        640:  92%|█████████▏| 479/519 [03:42<00:22,  1.74it/s]
      37/80      0.94G      0.998      1.666     0.6643       1.25         13        640:  92%|█████████▏| 479/519 [03:42<00:22,  1.74it/s]
      37/80      0.94G      0.998      1.666     0.6643       1.25         13        640:  92%|█████████▏| 480/519 [03:42<00:18,  2.10it/s]
      37/80      0.94G     0.9975      1.666      0.664       1.25         11        640:  92%|█████████▏| 480/519 [03:42<00:18,  2.10it/s]
      37/80      0.94G     0.9975      1.666      0.664       1.25         11        640:  93%|█████████▎| 481/519 [03:42<00:16,  2.36it/s]
      37/80      0.94G     0.9976      1.666      0.664       1.25         12        640:  93%|█████████▎| 481/519 [03:43<00:16,  2.36it/s]
      37/80      0.94G     0.9976      1.666      0.664       1.25         12        640:  93%|█████████▎| 482/519 [03:43<00:14,  2.63it/s]
      37/80      0.94G     0.9971      1.665     0.6638      1.249         11        640:  93%|█████████▎| 482/519 [03:44<00:14,  2.63it/s]
      37/80      0.94G     0.9971      1.665     0.6638      1.249         11        640:  93%|█████████▎| 483/519 [03:44<00:23,  1.56it/s]
      37/80      0.94G     0.9971      1.666     0.6638       1.25          9        640:  93%|█████████▎| 483/519 [03:44<00:23,  1.56it/s]
      37/80      0.94G     0.9971      1.666     0.6638       1.25          9        640:  93%|█████████▎| 484/519 [03:44<00:17,  2.01it/s]
      37/80      0.94G      0.997      1.665     0.6637      1.249         11        640:  93%|█████████▎| 484/519 [03:44<00:17,  2.01it/s]
      37/80      0.94G      0.997      1.665     0.6637      1.249         11        640:  93%|█████████▎| 485/519 [03:44<00:14,  2.37it/s]
      37/80      0.94G     0.9979      1.665     0.6636       1.25          8        640:  93%|█████████▎| 485/519 [03:45<00:14,  2.37it/s]
      37/80      0.94G     0.9979      1.665     0.6636       1.25          8        640:  94%|█████████▎| 486/519 [03:45<00:12,  2.70it/s]
      37/80      0.94G     0.9978      1.665     0.6634       1.25         13        640:  94%|█████████▎| 486/519 [03:45<00:12,  2.70it/s]
      37/80      0.94G     0.9978      1.665     0.6634       1.25         13        640:  94%|█████████▍| 487/519 [03:45<00:15,  2.02it/s]
      37/80      0.94G      0.998      1.665     0.6647       1.25         10        640:  94%|█████████▍| 487/519 [03:46<00:15,  2.02it/s]
      37/80      0.94G      0.998      1.665     0.6647       1.25         10        640:  94%|█████████▍| 488/519 [03:46<00:12,  2.41it/s]
      37/80      0.94G     0.9978      1.665     0.6646      1.249         15        640:  94%|█████████▍| 488/519 [03:46<00:12,  2.41it/s]
      37/80      0.94G     0.9978      1.665     0.6646      1.249         15        640:  94%|█████████▍| 489/519 [03:46<00:10,  2.84it/s]
      37/80      0.94G     0.9976      1.665     0.6645      1.249         10        640:  94%|█████████▍| 489/519 [03:46<00:10,  2.84it/s]
      37/80      0.94G     0.9976      1.665     0.6645      1.249         10        640:  94%|█████████▍| 490/519 [03:46<00:09,  3.06it/s]
      37/80      0.94G     0.9973      1.664      0.664       1.25          7        640:  94%|█████████▍| 490/519 [03:47<00:09,  3.06it/s]
      37/80      0.94G     0.9973      1.664      0.664       1.25          7        640:  95%|█████████▍| 491/519 [03:47<00:14,  1.92it/s]
      37/80      0.94G     0.9975      1.664     0.6637       1.25         11        640:  95%|█████████▍| 491/519 [03:47<00:14,  1.92it/s]
      37/80      0.94G     0.9975      1.664     0.6637       1.25         11        640:  95%|█████████▍| 492/519 [03:47<00:11,  2.31it/s]
      37/80      0.94G     0.9973      1.664     0.6637      1.249         12        640:  95%|█████████▍| 492/519 [03:48<00:11,  2.31it/s]
      37/80      0.94G     0.9973      1.664     0.6637      1.249         12        640:  95%|█████████▍| 493/519 [03:48<00:09,  2.61it/s]
      37/80      0.94G     0.9969      1.663     0.6638      1.249         12        640:  95%|█████████▍| 493/519 [03:48<00:09,  2.61it/s]
      37/80      0.94G     0.9969      1.663     0.6638      1.249         12        640:  95%|█████████▌| 494/519 [03:48<00:08,  2.97it/s]
      37/80      0.94G     0.9978      1.665     0.6641       1.25          8        640:  95%|█████████▌| 494/519 [03:49<00:08,  2.97it/s]
      37/80      0.94G     0.9978      1.665     0.6641       1.25          8        640:  95%|█████████▌| 495/519 [03:49<00:14,  1.69it/s]
      37/80      0.94G     0.9979      1.665     0.6644       1.25         13        640:  95%|█████████▌| 495/519 [03:49<00:14,  1.69it/s]
      37/80      0.94G     0.9979      1.665     0.6644       1.25         13        640:  96%|█████████▌| 496/519 [03:49<00:10,  2.10it/s]
      37/80      0.94G      0.998      1.665     0.6642       1.25          8        640:  96%|█████████▌| 496/519 [03:50<00:10,  2.10it/s]
      37/80      0.94G      0.998      1.665     0.6642       1.25          8        640:  96%|█████████▌| 497/519 [03:50<00:09,  2.24it/s]
      37/80      0.94G     0.9979      1.665     0.6645       1.25         11        640:  96%|█████████▌| 497/519 [03:50<00:09,  2.24it/s]
      37/80      0.94G     0.9979      1.665     0.6645       1.25         11        640:  96%|█████████▌| 498/519 [03:50<00:08,  2.61it/s]
      37/80      0.94G     0.9971      1.664     0.6639      1.249          8        640:  96%|█████████▌| 498/519 [03:51<00:08,  2.61it/s]
      37/80      0.94G     0.9971      1.664     0.6639      1.249          8        640:  96%|█████████▌| 499/519 [03:51<00:10,  1.83it/s]
      37/80      0.94G     0.9972      1.665     0.6642       1.25          8        640:  96%|█████████▌| 499/519 [03:51<00:10,  1.83it/s]
      37/80      0.94G     0.9972      1.665     0.6642       1.25          8        640:  96%|█████████▋| 500/519 [03:51<00:08,  2.20it/s]
      37/80      0.94G     0.9973      1.666     0.6642       1.25         14        640:  96%|█████████▋| 500/519 [03:51<00:08,  2.20it/s]
      37/80      0.94G     0.9973      1.666     0.6642       1.25         14        640:  97%|█████████▋| 501/519 [03:51<00:06,  2.64it/s]
      37/80      0.94G     0.9965      1.666     0.6641       1.25         13        640:  97%|█████████▋| 501/519 [03:51<00:06,  2.64it/s]
      37/80      0.94G     0.9965      1.666     0.6641       1.25         13        640:  97%|█████████▋| 502/519 [03:51<00:05,  3.02it/s]
      37/80      0.94G     0.9965      1.665     0.6639      1.249         15        640:  97%|█████████▋| 502/519 [03:53<00:05,  3.02it/s]
      37/80      0.94G     0.9965      1.665     0.6639      1.249         15        640:  97%|█████████▋| 503/519 [03:53<00:09,  1.62it/s]
      37/80      0.94G     0.9967      1.666     0.6641      1.249         11        640:  97%|█████████▋| 503/519 [03:53<00:09,  1.62it/s]
      37/80      0.94G     0.9967      1.666     0.6641      1.249         11        640:  97%|█████████▋| 504/519 [03:53<00:07,  2.02it/s]
      37/80      0.94G     0.9967      1.666     0.6642      1.249         11        640:  97%|█████████▋| 504/519 [03:53<00:07,  2.02it/s]
      37/80      0.94G     0.9967      1.666     0.6642      1.249         11        640:  97%|█████████▋| 505/519 [03:53<00:05,  2.52it/s]
      37/80      0.94G     0.9967      1.666     0.6643      1.249         11        640:  97%|█████████▋| 505/519 [03:53<00:05,  2.52it/s]
      37/80      0.94G     0.9967      1.666     0.6643      1.249         11        640:  97%|█████████▋| 506/519 [03:53<00:04,  2.84it/s]
      37/80      0.94G     0.9969      1.666     0.6645       1.25          8        640:  97%|█████████▋| 506/519 [03:54<00:04,  2.84it/s]
      37/80      0.94G     0.9969      1.666     0.6645       1.25          8        640:  98%|█████████▊| 507/519 [03:54<00:06,  1.72it/s]
      37/80      0.94G     0.9966      1.666     0.6642       1.25          8        640:  98%|█████████▊| 507/519 [03:55<00:06,  1.72it/s]
      37/80      0.94G     0.9966      1.666     0.6642       1.25          8        640:  98%|█████████▊| 508/519 [03:55<00:05,  2.13it/s]
      37/80      0.94G     0.9965      1.666     0.6641       1.25         12        640:  98%|█████████▊| 508/519 [03:55<00:05,  2.13it/s]
      37/80      0.94G     0.9965      1.666     0.6641       1.25         12        640:  98%|█████████▊| 509/519 [03:55<00:04,  2.45it/s]
      37/80      0.94G     0.9962      1.665     0.6641       1.25         11        640:  98%|█████████▊| 509/519 [03:55<00:04,  2.45it/s]
      37/80      0.94G     0.9962      1.665     0.6641       1.25         11        640:  98%|█████████▊| 510/519 [03:55<00:03,  2.91it/s]
      37/80      0.94G     0.9961      1.664     0.6642      1.249         10        640:  98%|█████████▊| 510/519 [03:56<00:03,  2.91it/s]
      37/80      0.94G     0.9961      1.664     0.6642      1.249         10        640:  98%|█████████▊| 511/519 [03:56<00:04,  1.67it/s]
      37/80      0.94G     0.9961      1.664      0.665      1.249         10        640:  98%|█████████▊| 511/519 [03:56<00:04,  1.67it/s]
      37/80      0.94G     0.9961      1.664      0.665      1.249         10        640:  99%|█████████▊| 512/519 [03:56<00:03,  2.14it/s]
      37/80      0.94G     0.9964      1.665     0.6655      1.249          9        640:  99%|█████████▊| 512/519 [03:57<00:03,  2.14it/s]
      37/80      0.94G     0.9964      1.665     0.6655      1.249          9        640:  99%|█████████▉| 513/519 [03:57<00:02,  2.48it/s]
      37/80      0.94G     0.9964      1.664     0.6652      1.249         10        640:  99%|█████████▉| 513/519 [03:57<00:02,  2.48it/s]
      37/80      0.94G     0.9964      1.664     0.6652      1.249         10        640:  99%|█████████▉| 514/519 [03:57<00:01,  2.82it/s]
      37/80      0.94G     0.9964      1.665     0.6651      1.249         14        640:  99%|█████████▉| 514/519 [03:57<00:01,  2.82it/s]
      37/80      0.94G     0.9964      1.665     0.6651      1.249         14        640:  99%|█████████▉| 515/519 [03:57<00:01,  2.70it/s]
      37/80      0.94G     0.9961      1.664     0.6651      1.249          7        640:  99%|█████████▉| 515/519 [03:57<00:01,  2.70it/s]
      37/80      0.94G     0.9961      1.664     0.6651      1.249          7        640:  99%|█████████▉| 516/519 [03:57<00:00,  3.37it/s]
      37/80      0.94G     0.9965      1.664     0.6653      1.249          5        640:  99%|█████████▉| 516/519 [03:58<00:00,  3.37it/s]
      37/80      0.94G     0.9965      1.664     0.6653      1.249          5        640: 100%|█████████▉| 517/519 [03:58<00:00,  4.13it/s]
      37/80      0.94G      0.997      1.664     0.6655       1.25          6        640: 100%|█████████▉| 517/519 [03:58<00:00,  4.13it/s]
      37/80      0.94G     0.9964      1.663     0.6654       1.25         10        640: 100%|█████████▉| 517/519 [03:58<00:00,  4.13it/s]
      37/80      0.94G     0.9964      1.663     0.6654       1.25         10        640: 100%|██████████| 519/519 [03:58<00:00,  4.95it/s]
      37/80      0.94G     0.9964      1.663     0.6654       1.25         10        640: 100%|██████████| 519/519 [03:58<00:00,  2.18it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<07:08,  6.69s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:07<03:08,  3.00s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:51,  1.79s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:17,  1.27s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<00:58,  1.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:09<00:51,  1.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:43,  1.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:10<00:38,  1.47it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:31,  1.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:25,  2.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:11<00:25,  2.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:24,  2.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:24,  2.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:24,  2.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:14<00:24,  1.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:23,  1.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:15<00:23,  1.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:25,  1.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:17<00:26,  1.62it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:21,  1.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:18<00:18,  2.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:19<00:06,  5.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:19<00:05,  6.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:04,  7.42it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  7.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:03,  7.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:03,  7.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:20<00:04,  5.62it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:20<00:04,  6.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:04,  5.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:04,  5.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  5.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  5.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:21<00:03,  6.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:21<00:03,  6.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  5.88it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.08it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.46it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:22<00:02,  6.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:22<00:01,  7.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:22<00:01,  8.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:00,  9.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:23<00:00,  9.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:23<00:00,  9.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.74it/s]
+                   all        519        519      0.969      0.949      0.983      0.739      0.966      0.956      0.985      0.716
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
      38/80      0.94G     0.8366      1.526     0.4094      1.155         11        640:   0%|          | 0/519 [00:02<?, ?it/s]
      38/80      0.94G     0.8366      1.526     0.4094      1.155         11        640:   0%|          | 1/519 [00:02<21:10,  2.45s/it]
      38/80      0.94G     0.8298      1.504     0.5706      1.145          7        640:   0%|          | 1/519 [00:02<21:10,  2.45s/it]
      38/80      0.94G     0.8298      1.504     0.5706      1.145          7        640:   0%|          | 2/519 [00:02<09:51,  1.14s/it]
      38/80      0.94G     0.9139      1.678      0.668      1.195         13        640:   0%|          | 2/519 [00:03<09:51,  1.14s/it]
      38/80      0.94G     0.9139      1.678      0.668      1.195         13        640:   1%|          | 3/519 [00:03<08:14,  1.04it/s]
      38/80      0.94G     0.8527      1.511     0.6148      1.185          8        640:   1%|          | 3/519 [00:03<08:14,  1.04it/s]
      38/80      0.94G     0.8527      1.511     0.6148      1.185          8        640:   1%|          | 4/519 [00:03<05:49,  1.48it/s]
      38/80      0.94G     0.8542      1.572     0.5971      1.209          8        640:   1%|          | 4/519 [00:04<05:49,  1.48it/s]
      38/80      0.94G     0.8542      1.572     0.5971      1.209          8        640:   1%|          | 5/519 [00:04<05:26,  1.57it/s]
      38/80      0.94G      0.982      1.675     0.6658      1.329          9        640:   1%|          | 5/519 [00:04<05:26,  1.57it/s]
      38/80      0.94G      0.982      1.675     0.6658      1.329          9        640:   1%|          | 6/519 [00:04<04:16,  2.00it/s]
      38/80      0.94G     0.9917      1.638     0.6584      1.315         14        640:   1%|          | 6/519 [00:05<04:16,  2.00it/s]
      38/80      0.94G     0.9917      1.638     0.6584      1.315         14        640:   1%|▏         | 7/519 [00:05<05:21,  1.59it/s]
      38/80      0.94G     0.9765      1.549     0.6319      1.288         12        640:   1%|▏         | 7/519 [00:05<05:21,  1.59it/s]
      38/80      0.94G     0.9765      1.549     0.6319      1.288         12        640:   2%|▏         | 8/519 [00:05<04:15,  2.00it/s]
      38/80      0.94G     0.9273      1.447     0.6126      1.248          5        640:   2%|▏         | 8/519 [00:06<04:15,  2.00it/s]
      38/80      0.94G     0.9273      1.447     0.6126      1.248          5        640:   2%|▏         | 9/519 [00:06<04:16,  1.99it/s]
      38/80      0.94G     0.9292      1.464     0.6238      1.244          7        640:   2%|▏         | 9/519 [00:06<04:16,  1.99it/s]
      38/80      0.94G     0.9292      1.464     0.6238      1.244          7        640:   2%|▏         | 10/519 [00:06<03:48,  2.22it/s]
      38/80      0.94G     0.9408      1.512     0.6251      1.241          9        640:   2%|▏         | 10/519 [00:06<03:48,  2.22it/s]
      38/80      0.94G     0.9408      1.512     0.6251      1.241          9        640:   2%|▏         | 11/519 [00:06<04:03,  2.09it/s]
      38/80      0.94G     0.9409      1.508     0.6266      1.229         12        640:   2%|▏         | 11/519 [00:07<04:03,  2.09it/s]
      38/80      0.94G     0.9409      1.508     0.6266      1.229         12        640:   2%|▏         | 12/519 [00:07<03:23,  2.49it/s]
      38/80      0.94G     0.9562       1.56     0.6355      1.231         13        640:   2%|▏         | 12/519 [00:08<03:23,  2.49it/s]
      38/80      0.94G     0.9562       1.56     0.6355      1.231         13        640:   3%|▎         | 13/519 [00:08<04:25,  1.90it/s]
      38/80      0.94G     0.9592       1.54     0.6272      1.223         14        640:   3%|▎         | 13/519 [00:08<04:25,  1.90it/s]
      38/80      0.94G     0.9592       1.54     0.6272      1.223         14        640:   3%|▎         | 14/519 [00:08<03:46,  2.23it/s]
      38/80      0.94G      0.977      1.547     0.6287      1.226          9        640:   3%|▎         | 14/519 [00:08<03:46,  2.23it/s]
      38/80      0.94G      0.977      1.547     0.6287      1.226          9        640:   3%|▎         | 15/519 [00:08<03:25,  2.45it/s]
      38/80      0.94G     0.9954      1.555     0.6448      1.228         11        640:   3%|▎         | 15/519 [00:09<03:25,  2.45it/s]
      38/80      0.94G     0.9954      1.555     0.6448      1.228         11        640:   3%|▎         | 16/519 [00:09<03:34,  2.35it/s]
      38/80      0.94G      1.005      1.623     0.6831      1.241          9        640:   3%|▎         | 16/519 [00:10<03:34,  2.35it/s]
      38/80      0.94G      1.005      1.623     0.6831      1.241          9        640:   3%|▎         | 17/519 [00:10<05:27,  1.53it/s]
      38/80      0.94G     0.9971      1.627     0.6719      1.241          6        640:   3%|▎         | 17/519 [00:10<05:27,  1.53it/s]
      38/80      0.94G     0.9971      1.627     0.6719      1.241          6        640:   3%|▎         | 18/519 [00:10<04:27,  1.87it/s]
      38/80      0.94G      1.001      1.626     0.6741      1.235         11        640:   3%|▎         | 18/519 [00:10<04:27,  1.87it/s]
      38/80      0.94G      1.001      1.626     0.6741      1.235         11        640:   4%|▎         | 19/519 [00:10<03:49,  2.18it/s]
      38/80      0.94G      1.006      1.645      0.684      1.235          9        640:   4%|▎         | 19/519 [00:10<03:49,  2.18it/s]
      38/80      0.94G      1.006      1.645      0.684      1.235          9        640:   4%|▍         | 20/519 [00:10<03:12,  2.59it/s]
      38/80      0.94G      1.003      1.638     0.6779      1.227         14        640:   4%|▍         | 20/519 [00:12<03:12,  2.59it/s]
      38/80      0.94G      1.003      1.638     0.6779      1.227         14        640:   4%|▍         | 21/519 [00:12<05:30,  1.51it/s]
      38/80      0.94G      1.002      1.628     0.6799      1.225          8        640:   4%|▍         | 21/519 [00:12<05:30,  1.51it/s]
      38/80      0.94G      1.002      1.628     0.6799      1.225          8        640:   4%|▍         | 22/519 [00:12<04:32,  1.82it/s]
      38/80      0.94G      1.009      1.642     0.6794      1.228         12        640:   4%|▍         | 22/519 [00:12<04:32,  1.82it/s]
      38/80      0.94G      1.009      1.642     0.6794      1.228         12        640:   4%|▍         | 23/519 [00:12<03:43,  2.22it/s]
      38/80      0.94G       1.02      1.664     0.6922      1.232          8        640:   4%|▍         | 23/519 [00:13<03:43,  2.22it/s]
      38/80      0.94G       1.02      1.664     0.6922      1.232          8        640:   5%|▍         | 24/519 [00:13<03:11,  2.58it/s]
      38/80      0.94G      1.019      1.653     0.6913      1.235          7        640:   5%|▍         | 24/519 [00:14<03:11,  2.58it/s]
      38/80      0.94G      1.019      1.653     0.6913      1.235          7        640:   5%|▍         | 25/519 [00:14<05:14,  1.57it/s]
      38/80      0.94G      1.021       1.66     0.6923      1.235         12        640:   5%|▍         | 25/519 [00:14<05:14,  1.57it/s]
      38/80      0.94G      1.021       1.66     0.6923      1.235         12        640:   5%|▌         | 26/519 [00:14<04:33,  1.80it/s]
      38/80      0.94G      1.015       1.66     0.6882      1.235         10        640:   5%|▌         | 26/519 [00:14<04:33,  1.80it/s]
      38/80      0.94G      1.015       1.66     0.6882      1.235         10        640:   5%|▌         | 27/519 [00:14<03:47,  2.17it/s]
      38/80      0.94G      1.007      1.656     0.6811       1.23         12        640:   5%|▌         | 27/519 [00:15<03:47,  2.17it/s]
      38/80      0.94G      1.007      1.656     0.6811       1.23         12        640:   5%|▌         | 28/519 [00:15<03:09,  2.59it/s]
      38/80      0.94G      1.004       1.65     0.6752      1.227         14        640:   5%|▌         | 28/519 [00:16<03:09,  2.59it/s]
      38/80      0.94G      1.004       1.65     0.6752      1.227         14        640:   6%|▌         | 29/519 [00:16<05:02,  1.62it/s]
      38/80      0.94G      1.001      1.639     0.6694      1.228         13        640:   6%|▌         | 29/519 [00:16<05:02,  1.62it/s]
      38/80      0.94G      1.001      1.639     0.6694      1.228         13        640:   6%|▌         | 30/519 [00:16<04:06,  1.98it/s]
      38/80      0.94G     0.9973      1.636     0.6711      1.225          8        640:   6%|▌         | 30/519 [00:16<04:06,  1.98it/s]
      38/80      0.94G     0.9973      1.636     0.6711      1.225          8        640:   6%|▌         | 31/519 [00:16<03:29,  2.33it/s]
      38/80      0.94G      1.001      1.631      0.668      1.224         12        640:   6%|▌         | 31/519 [00:16<03:29,  2.33it/s]
      38/80      0.94G      1.001      1.631      0.668      1.224         12        640:   6%|▌         | 32/519 [00:16<03:04,  2.63it/s]
      38/80      0.94G      1.001       1.65     0.6793      1.231          7        640:   6%|▌         | 32/519 [00:18<03:04,  2.63it/s]
      38/80      0.94G      1.001       1.65     0.6793      1.231          7        640:   6%|▋         | 33/519 [00:18<06:13,  1.30it/s]
      38/80      0.94G     0.9947      1.641     0.6731      1.224         11        640:   6%|▋         | 33/519 [00:18<06:13,  1.30it/s]
      38/80      0.94G     0.9947      1.641     0.6731      1.224         11        640:   7%|▋         | 34/519 [00:18<04:58,  1.62it/s]
      38/80      0.94G     0.9958      1.633     0.6699       1.22         11        640:   7%|▋         | 34/519 [00:19<04:58,  1.62it/s]
      38/80      0.94G     0.9958      1.633     0.6699       1.22         11        640:   7%|▋         | 35/519 [00:19<04:07,  1.96it/s]
      38/80      0.94G     0.9986      1.638     0.6709      1.221         14        640:   7%|▋         | 35/519 [00:19<04:07,  1.96it/s]
      38/80      0.94G     0.9986      1.638     0.6709      1.221         14        640:   7%|▋         | 36/519 [00:19<03:20,  2.41it/s]
      38/80      0.94G      1.003      1.633     0.6723      1.227          8        640:   7%|▋         | 36/519 [00:20<03:20,  2.41it/s]
      38/80      0.94G      1.003      1.633     0.6723      1.227          8        640:   7%|▋         | 37/519 [00:20<04:21,  1.84it/s]
      38/80      0.94G       1.01      1.651     0.6734      1.233          9        640:   7%|▋         | 37/519 [00:20<04:21,  1.84it/s]
      38/80      0.94G       1.01      1.651     0.6734      1.233          9        640:   7%|▋         | 38/519 [00:20<03:39,  2.19it/s]
      38/80      0.94G      1.011      1.647     0.6752      1.234         10        640:   7%|▋         | 38/519 [00:20<03:39,  2.19it/s]
      38/80      0.94G      1.011      1.647     0.6752      1.234         10        640:   8%|▊         | 39/519 [00:20<03:09,  2.54it/s]
      38/80      0.94G      1.007      1.634     0.6703      1.231         11        640:   8%|▊         | 39/519 [00:21<03:09,  2.54it/s]
      38/80      0.94G      1.007      1.634     0.6703      1.231         11        640:   8%|▊         | 40/519 [00:21<03:06,  2.57it/s]
      38/80      0.94G      1.003      1.637     0.6657      1.229          8        640:   8%|▊         | 40/519 [00:21<03:06,  2.57it/s]
      38/80      0.94G      1.003      1.637     0.6657      1.229          8        640:   8%|▊         | 41/519 [00:21<03:37,  2.20it/s]
      38/80      0.94G     0.9933      1.617     0.6578      1.223          6        640:   8%|▊         | 41/519 [00:22<03:37,  2.20it/s]
      38/80      0.94G     0.9933      1.617     0.6578      1.223          6        640:   8%|▊         | 42/519 [00:22<03:13,  2.46it/s]
      38/80      0.94G      1.001      1.628     0.6607      1.227         13        640:   8%|▊         | 42/519 [00:22<03:13,  2.46it/s]
      38/80      0.94G      1.001      1.628     0.6607      1.227         13        640:   8%|▊         | 43/519 [00:22<02:52,  2.76it/s]
      38/80      0.94G     0.9961      1.627     0.6648      1.227          7        640:   8%|▊         | 43/519 [00:22<02:52,  2.76it/s]
      38/80      0.94G     0.9961      1.627     0.6648      1.227          7        640:   8%|▊         | 44/519 [00:22<02:39,  2.99it/s]
      38/80      0.94G     0.9892      1.628     0.6598      1.225         11        640:   8%|▊         | 44/519 [00:23<02:39,  2.99it/s]
      38/80      0.94G     0.9892      1.628     0.6598      1.225         11        640:   9%|▊         | 45/519 [00:23<03:59,  1.98it/s]
      38/80      0.94G      0.992      1.623     0.6607      1.229          7        640:   9%|▊         | 45/519 [00:23<03:59,  1.98it/s]
      38/80      0.94G      0.992      1.623     0.6607      1.229          7        640:   9%|▉         | 46/519 [00:23<03:19,  2.37it/s]
      38/80      0.94G     0.9911      1.627     0.6585      1.228         12        640:   9%|▉         | 46/519 [00:23<03:19,  2.37it/s]
      38/80      0.94G     0.9911      1.627     0.6585      1.228         12        640:   9%|▉         | 47/519 [00:23<02:53,  2.71it/s]
      38/80      0.94G     0.9879       1.62     0.6553      1.227         11        640:   9%|▉         | 47/519 [00:24<02:53,  2.71it/s]
      38/80      0.94G     0.9879       1.62     0.6553      1.227         11        640:   9%|▉         | 48/519 [00:24<04:27,  1.76it/s]
      38/80      0.94G     0.9858      1.618     0.6561      1.225         13        640:   9%|▉         | 48/519 [00:25<04:27,  1.76it/s]
      38/80      0.94G     0.9858      1.618     0.6561      1.225         13        640:   9%|▉         | 49/519 [00:25<03:38,  2.15it/s]
      38/80      0.94G     0.9863      1.617     0.6559      1.225         12        640:   9%|▉         | 49/519 [00:25<03:38,  2.15it/s]
      38/80      0.94G     0.9863      1.617     0.6559      1.225         12        640:  10%|▉         | 50/519 [00:25<03:05,  2.53it/s]
      38/80      0.94G     0.9835      1.614     0.6536      1.224          6        640:  10%|▉         | 50/519 [00:25<03:05,  2.53it/s]
      38/80      0.94G     0.9835      1.614     0.6536      1.224          6        640:  10%|▉         | 51/519 [00:25<02:40,  2.92it/s]
      38/80      0.94G     0.9841      1.624     0.6555      1.227         11        640:  10%|▉         | 51/519 [00:27<02:40,  2.92it/s]
      38/80      0.94G     0.9841      1.624     0.6555      1.227         11        640:  10%|█         | 52/519 [00:27<05:25,  1.43it/s]
      38/80      0.94G     0.9866      1.627     0.6565      1.226         13        640:  10%|█         | 52/519 [00:27<05:25,  1.43it/s]
      38/80      0.94G     0.9866      1.627     0.6565      1.226         13        640:  10%|█         | 53/519 [00:27<04:20,  1.79it/s]
      38/80      0.94G     0.9858      1.628     0.6585      1.225         11        640:  10%|█         | 53/519 [00:27<04:20,  1.79it/s]
      38/80      0.94G     0.9858      1.628     0.6585      1.225         11        640:  10%|█         | 54/519 [00:27<03:25,  2.26it/s]
      38/80      0.94G     0.9804      1.628     0.6565      1.222          9        640:  10%|█         | 54/519 [00:27<03:25,  2.26it/s]
      38/80      0.94G      0.978      1.622     0.6562       1.22         10        640:  10%|█         | 54/519 [00:28<03:25,  2.26it/s]
      38/80      0.94G      0.978      1.622     0.6562       1.22         10        640:  11%|█         | 56/519 [00:28<04:16,  1.80it/s]
      38/80      0.94G     0.9743       1.62      0.657      1.218          9        640:  11%|█         | 56/519 [00:29<04:16,  1.80it/s]
      38/80      0.94G     0.9743       1.62      0.657      1.218          9        640:  11%|█         | 57/519 [00:29<03:41,  2.09it/s]
      38/80      0.94G     0.9754      1.627     0.6568       1.22         10        640:  11%|█         | 57/519 [00:29<03:41,  2.09it/s]
      38/80      0.94G     0.9754      1.627     0.6568       1.22         10        640:  11%|█         | 58/519 [00:29<03:15,  2.36it/s]
      38/80      0.94G     0.9756      1.625     0.6578      1.219         10        640:  11%|█         | 58/519 [00:29<03:15,  2.36it/s]
      38/80      0.94G     0.9756      1.625     0.6578      1.219         10        640:  11%|█▏        | 59/519 [00:29<02:50,  2.70it/s]
      38/80      0.94G     0.9741      1.623     0.6554      1.219          8        640:  11%|█▏        | 59/519 [00:30<02:50,  2.70it/s]
      38/80      0.94G     0.9741      1.623     0.6554      1.219          8        640:  12%|█▏        | 60/519 [00:30<04:46,  1.60it/s]
      38/80      0.94G     0.9783      1.633     0.6591      1.223          8        640:  12%|█▏        | 60/519 [00:31<04:46,  1.60it/s]
      38/80      0.94G     0.9783      1.633     0.6591      1.223          8        640:  12%|█▏        | 61/519 [00:31<03:57,  1.93it/s]
      38/80      0.94G     0.9764      1.629     0.6588      1.219         11        640:  12%|█▏        | 61/519 [00:31<03:57,  1.93it/s]
      38/80      0.94G     0.9764      1.629     0.6588      1.219         11        640:  12%|█▏        | 62/519 [00:31<03:17,  2.32it/s]
      38/80      0.94G      0.974      1.629     0.6562      1.217         11        640:  12%|█▏        | 62/519 [00:31<03:17,  2.32it/s]
      38/80      0.94G      0.974      1.629     0.6562      1.217         11        640:  12%|█▏        | 63/519 [00:31<02:52,  2.64it/s]
      38/80      0.94G     0.9764      1.629     0.6575      1.219         13        640:  12%|█▏        | 63/519 [00:32<02:52,  2.64it/s]
      38/80      0.94G     0.9764      1.629     0.6575      1.219         13        640:  12%|█▏        | 64/519 [00:32<04:35,  1.65it/s]
      38/80      0.94G     0.9737      1.621     0.6554      1.216         11        640:  12%|█▏        | 64/519 [00:33<04:35,  1.65it/s]
      38/80      0.94G     0.9737      1.621     0.6554      1.216         11        640:  13%|█▎        | 65/519 [00:33<03:45,  2.01it/s]
      38/80      0.94G     0.9683       1.61     0.6521      1.212          9        640:  13%|█▎        | 65/519 [00:33<03:45,  2.01it/s]
      38/80      0.94G     0.9683       1.61     0.6521      1.212          9        640:  13%|█▎        | 66/519 [00:33<03:15,  2.32it/s]
      38/80      0.94G     0.9724      1.608     0.6561      1.214         14        640:  13%|█▎        | 66/519 [00:33<03:15,  2.32it/s]
      38/80      0.94G     0.9724      1.608     0.6561      1.214         14        640:  13%|█▎        | 67/519 [00:33<02:57,  2.55it/s]
      38/80      0.94G     0.9792      1.606     0.6645      1.218          7        640:  13%|█▎        | 67/519 [00:34<02:57,  2.55it/s]
      38/80      0.94G     0.9792      1.606     0.6645      1.218          7        640:  13%|█▎        | 68/519 [00:34<03:54,  1.92it/s]
      38/80      0.94G     0.9826      1.611     0.6653      1.219          9        640:  13%|█▎        | 68/519 [00:34<03:54,  1.92it/s]
      38/80      0.94G     0.9826      1.611     0.6653      1.219          9        640:  13%|█▎        | 69/519 [00:34<03:13,  2.33it/s]
      38/80      0.94G     0.9828      1.612     0.6643      1.217          9        640:  13%|█▎        | 69/519 [00:34<03:13,  2.33it/s]
      38/80      0.94G     0.9828      1.612     0.6643      1.217          9        640:  13%|█▎        | 70/519 [00:34<02:45,  2.71it/s]
      38/80      0.94G     0.9834      1.618      0.667      1.218         14        640:  13%|█▎        | 70/519 [00:35<02:45,  2.71it/s]
      38/80      0.94G     0.9834      1.618      0.667      1.218         14        640:  14%|█▎        | 71/519 [00:35<03:36,  2.07it/s]
      38/80      0.94G     0.9832      1.619     0.6644      1.217         14        640:  14%|█▎        | 71/519 [00:36<03:36,  2.07it/s]
      38/80      0.94G     0.9832      1.619     0.6644      1.217         14        640:  14%|█▍        | 72/519 [00:36<03:24,  2.19it/s]
      38/80      0.94G     0.9839      1.619     0.6657       1.22          6        640:  14%|█▍        | 72/519 [00:36<03:24,  2.19it/s]
      38/80      0.94G     0.9839      1.619     0.6657       1.22          6        640:  14%|█▍        | 73/519 [00:36<02:55,  2.54it/s]
      38/80      0.94G     0.9857      1.628      0.664      1.221         14        640:  14%|█▍        | 73/519 [00:36<02:55,  2.54it/s]
      38/80      0.94G     0.9857      1.628      0.664      1.221         14        640:  14%|█▍        | 74/519 [00:36<02:49,  2.63it/s]
      38/80      0.94G     0.9862       1.63     0.6641      1.221         11        640:  14%|█▍        | 74/519 [00:37<02:49,  2.63it/s]
      38/80      0.94G     0.9862       1.63     0.6641      1.221         11        640:  14%|█▍        | 75/519 [00:37<03:18,  2.23it/s]
      38/80      0.94G     0.9856      1.627     0.6635       1.22         12        640:  14%|█▍        | 75/519 [00:37<03:18,  2.23it/s]
      38/80      0.94G     0.9856      1.627     0.6635       1.22         12        640:  15%|█▍        | 76/519 [00:37<03:41,  2.00it/s]
      38/80      0.94G     0.9843      1.632     0.6646       1.22         13        640:  15%|█▍        | 76/519 [00:38<03:41,  2.00it/s]
      38/80      0.94G     0.9843      1.632     0.6646       1.22         13        640:  15%|█▍        | 77/519 [00:38<03:05,  2.39it/s]
      38/80      0.94G     0.9851      1.628     0.6638      1.221          7        640:  15%|█▍        | 77/519 [00:38<03:05,  2.39it/s]
      38/80      0.94G     0.9851      1.628     0.6638      1.221          7        640:  15%|█▌        | 78/519 [00:38<02:42,  2.71it/s]
      38/80      0.94G     0.9838      1.622      0.664       1.22         13        640:  15%|█▌        | 78/519 [00:39<02:42,  2.71it/s]
      38/80      0.94G     0.9838      1.622      0.664       1.22         13        640:  15%|█▌        | 79/519 [00:39<03:51,  1.90it/s]
      38/80      0.94G     0.9813      1.618      0.661      1.219          8        640:  15%|█▌        | 79/519 [00:39<03:51,  1.90it/s]
      38/80      0.94G     0.9813      1.618      0.661      1.219          8        640:  15%|█▌        | 80/519 [00:39<03:14,  2.26it/s]
      38/80      0.94G     0.9797      1.618     0.6591      1.219         10        640:  15%|█▌        | 80/519 [00:39<03:14,  2.26it/s]
      38/80      0.94G     0.9797      1.618     0.6591      1.219         10        640:  16%|█▌        | 81/519 [00:39<02:53,  2.52it/s]
      38/80      0.94G     0.9768      1.612     0.6574      1.217         12        640:  16%|█▌        | 81/519 [00:39<02:53,  2.52it/s]
      38/80      0.94G     0.9768      1.612     0.6574      1.217         12        640:  16%|█▌        | 82/519 [00:39<02:26,  2.98it/s]
      38/80      0.94G     0.9774      1.615     0.6572      1.218         11        640:  16%|█▌        | 82/519 [00:40<02:26,  2.98it/s]
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      38/80      0.94G      0.982      1.622     0.6617      1.222         11        640:  16%|█▌        | 83/519 [00:41<03:38,  2.00it/s]
      38/80      0.94G      0.982      1.622     0.6617      1.222         11        640:  16%|█▌        | 84/519 [00:41<02:58,  2.43it/s]
      38/80      0.94G     0.9808       1.62     0.6609      1.222          7        640:  16%|█▌        | 84/519 [00:41<02:58,  2.43it/s]
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      38/80      0.94G     0.9764      1.631     0.6592      1.245          9        640:  37%|███▋      | 190/519 [01:31<02:53,  1.89it/s]
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      38/80      0.94G      0.976       1.63     0.6592      1.245          6        640:  37%|███▋      | 193/519 [01:33<03:30,  1.55it/s]
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      38/80      0.94G     0.9665      1.629     0.6587      1.239         10        640:  53%|█████▎    | 275/519 [02:11<02:13,  1.83it/s]
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      38/80      0.94G     0.9667      1.628     0.6594      1.239         13        640:  53%|█████▎    | 276/519 [02:11<01:47,  2.26it/s]
      38/80      0.94G     0.9667      1.628     0.6594      1.239         13        640:  53%|█████▎    | 277/519 [02:11<01:28,  2.74it/s]
      38/80      0.94G     0.9659      1.627     0.6588       1.24          9        640:  53%|█████▎    | 277/519 [02:11<01:28,  2.74it/s]
      38/80      0.94G     0.9659      1.627     0.6588       1.24          9        640:  54%|█████▎    | 278/519 [02:11<01:19,  3.04it/s]
      38/80      0.94G     0.9653      1.624     0.6581      1.239         11        640:  54%|█████▎    | 278/519 [02:13<01:19,  3.04it/s]
      38/80      0.94G     0.9653      1.624     0.6581      1.239         11        640:  54%|█████▍    | 279/519 [02:13<02:27,  1.63it/s]
      38/80      0.94G     0.9647      1.625     0.6579      1.239         13        640:  54%|█████▍    | 279/519 [02:13<02:27,  1.63it/s]
      38/80      0.94G     0.9647      1.625     0.6579      1.239         13        640:  54%|█████▍    | 280/519 [02:13<01:55,  2.07it/s]
      38/80      0.94G     0.9645      1.625     0.6574      1.239         13        640:  54%|█████▍    | 280/519 [02:13<01:55,  2.07it/s]
      38/80      0.94G     0.9645      1.625     0.6574      1.239         13        640:  54%|█████▍    | 281/519 [02:13<01:35,  2.48it/s]
      38/80      0.94G     0.9637      1.623     0.6565      1.238         12        640:  54%|█████▍    | 281/519 [02:13<01:35,  2.48it/s]
      38/80      0.94G     0.9637      1.623     0.6565      1.238         12        640:  54%|█████▍    | 282/519 [02:13<01:25,  2.76it/s]
      38/80      0.94G     0.9639      1.624     0.6564      1.238         12        640:  54%|█████▍    | 282/519 [02:15<01:25,  2.76it/s]
      38/80      0.94G     0.9639      1.624     0.6564      1.238         12        640:  55%|█████▍    | 283/519 [02:15<02:22,  1.65it/s]
      38/80      0.94G     0.9638      1.623     0.6558      1.237         11        640:  55%|█████▍    | 283/519 [02:15<02:22,  1.65it/s]
      38/80      0.94G     0.9638      1.623     0.6558      1.237         11        640:  55%|█████▍    | 284/519 [02:15<01:57,  2.00it/s]
      38/80      0.94G     0.9645      1.622     0.6564      1.238          8        640:  55%|█████▍    | 284/519 [02:15<01:57,  2.00it/s]
      38/80      0.94G     0.9645      1.622     0.6564      1.238          8        640:  55%|█████▍    | 285/519 [02:15<01:34,  2.49it/s]
      38/80      0.94G     0.9654      1.623     0.6566      1.238         10        640:  55%|█████▍    | 285/519 [02:15<01:34,  2.49it/s]
      38/80      0.94G     0.9654      1.623     0.6566      1.238         10        640:  55%|█████▌    | 286/519 [02:15<01:26,  2.71it/s]
      38/80      0.94G     0.9647      1.622     0.6563      1.237         13        640:  55%|█████▌    | 286/519 [02:16<01:26,  2.71it/s]
      38/80      0.94G     0.9647      1.622     0.6563      1.237         13        640:  55%|█████▌    | 287/519 [02:16<01:37,  2.37it/s]
      38/80      0.94G     0.9642      1.621     0.6559      1.237         11        640:  55%|█████▌    | 287/519 [02:16<01:37,  2.37it/s]
      38/80      0.94G     0.9642      1.621     0.6559      1.237         11        640:  55%|█████▌    | 288/519 [02:16<01:22,  2.80it/s]
      38/80      0.94G     0.9652      1.622     0.6564      1.237          9        640:  55%|█████▌    | 288/519 [02:16<01:22,  2.80it/s]
      38/80      0.94G     0.9652      1.622     0.6564      1.237          9        640:  56%|█████▌    | 289/519 [02:16<01:14,  3.08it/s]
      38/80      0.94G     0.9651      1.623      0.656      1.237         10        640:  56%|█████▌    | 289/519 [02:17<01:14,  3.08it/s]
      38/80      0.94G     0.9651      1.623      0.656      1.237         10        640:  56%|█████▌    | 290/519 [02:17<01:08,  3.36it/s]
      38/80      0.94G     0.9664      1.622     0.6564      1.238         11        640:  56%|█████▌    | 290/519 [02:18<01:08,  3.36it/s]
      38/80      0.94G     0.9664      1.622     0.6564      1.238         11        640:  56%|█████▌    | 291/519 [02:18<02:44,  1.39it/s]
      38/80      0.94G     0.9662       1.62     0.6558      1.238         11        640:  56%|█████▌    | 291/519 [02:18<02:44,  1.39it/s]
      38/80      0.94G     0.9662       1.62     0.6558      1.238         11        640:  56%|█████▋    | 292/519 [02:18<02:08,  1.77it/s]
      38/80      0.94G     0.9659      1.621     0.6566      1.237         11        640:  56%|█████▋    | 292/519 [02:19<02:08,  1.77it/s]
      38/80      0.94G     0.9659      1.621     0.6566      1.237         11        640:  56%|█████▋    | 293/519 [02:19<01:44,  2.16it/s]
      38/80      0.94G     0.9647      1.619     0.6561      1.236         10        640:  56%|█████▋    | 293/519 [02:19<01:44,  2.16it/s]
      38/80      0.94G     0.9647      1.619     0.6561      1.236         10        640:  57%|█████▋    | 294/519 [02:19<01:30,  2.47it/s]
      38/80      0.94G     0.9645      1.619      0.656      1.237          9        640:  57%|█████▋    | 294/519 [02:20<01:30,  2.47it/s]
      38/80      0.94G     0.9645      1.619      0.656      1.237          9        640:  57%|█████▋    | 295/519 [02:20<02:10,  1.71it/s]
      38/80      0.94G     0.9647      1.619      0.656      1.236         14        640:  57%|█████▋    | 295/519 [02:20<02:10,  1.71it/s]
      38/80      0.94G     0.9647      1.619      0.656      1.236         14        640:  57%|█████▋    | 296/519 [02:20<01:48,  2.06it/s]
      38/80      0.94G      0.964      1.618     0.6552      1.236          9        640:  57%|█████▋    | 296/519 [02:20<01:48,  2.06it/s]
      38/80      0.94G      0.964      1.618     0.6552      1.236          9        640:  57%|█████▋    | 297/519 [02:20<01:26,  2.58it/s]
      38/80      0.94G     0.9633      1.617     0.6547      1.235         12        640:  57%|█████▋    | 297/519 [02:21<01:26,  2.58it/s]
      38/80      0.94G     0.9633      1.617     0.6547      1.235         12        640:  57%|█████▋    | 298/519 [02:21<01:22,  2.67it/s]
      38/80      0.94G     0.9644      1.617     0.6547      1.236          9        640:  57%|█████▋    | 298/519 [02:22<01:22,  2.67it/s]
      38/80      0.94G     0.9644      1.617     0.6547      1.236          9        640:  58%|█████▊    | 299/519 [02:22<02:07,  1.73it/s]
      38/80      0.94G     0.9645      1.617     0.6543      1.236         14        640:  58%|█████▊    | 299/519 [02:22<02:07,  1.73it/s]
      38/80      0.94G     0.9645      1.617     0.6543      1.236         14        640:  58%|█████▊    | 300/519 [02:22<01:40,  2.17it/s]
      38/80      0.94G     0.9643      1.617     0.6544      1.236         12        640:  58%|█████▊    | 300/519 [02:22<01:40,  2.17it/s]
      38/80      0.94G     0.9647      1.616     0.6552      1.236         13        640:  58%|█████▊    | 300/519 [02:22<01:40,  2.17it/s]
      38/80      0.94G     0.9647      1.616     0.6552      1.236         13        640:  58%|█████▊    | 302/519 [02:22<01:02,  3.48it/s]
      38/80      0.94G     0.9646      1.617     0.6546      1.237          9        640:  58%|█████▊    | 302/519 [02:24<01:02,  3.48it/s]
      38/80      0.94G     0.9646      1.617     0.6546      1.237          9        640:  58%|█████▊    | 303/519 [02:24<02:20,  1.54it/s]
      38/80      0.94G      0.965      1.616     0.6548      1.237         11        640:  58%|█████▊    | 303/519 [02:24<02:20,  1.54it/s]
      38/80      0.94G      0.965      1.616     0.6548      1.237         11        640:  59%|█████▊    | 304/519 [02:24<01:51,  1.93it/s]
      38/80      0.94G     0.9652      1.617     0.6545      1.236         10        640:  59%|█████▊    | 304/519 [02:24<01:51,  1.93it/s]
      38/80      0.94G     0.9652      1.617     0.6545      1.236         10        640:  59%|█████▉    | 305/519 [02:24<01:36,  2.22it/s]
      38/80      0.94G     0.9658      1.617     0.6547      1.236          6        640:  59%|█████▉    | 305/519 [02:25<01:36,  2.22it/s]
      38/80      0.94G     0.9658      1.617     0.6547      1.236          6        640:  59%|█████▉    | 306/519 [02:25<01:21,  2.61it/s]
      38/80      0.94G     0.9665      1.618     0.6546      1.237          7        640:  59%|█████▉    | 306/519 [02:26<01:21,  2.61it/s]
      38/80      0.94G     0.9665      1.618     0.6546      1.237          7        640:  59%|█████▉    | 307/519 [02:26<02:06,  1.67it/s]
      38/80      0.94G     0.9665      1.619     0.6551      1.237          8        640:  59%|█████▉    | 307/519 [02:26<02:06,  1.67it/s]
      38/80      0.94G     0.9665      1.619     0.6551      1.237          8        640:  59%|█████▉    | 308/519 [02:26<01:43,  2.03it/s]
      38/80      0.94G     0.9672      1.619     0.6569      1.238          5        640:  59%|█████▉    | 308/519 [02:26<01:43,  2.03it/s]
      38/80      0.94G     0.9672      1.619     0.6569      1.238          5        640:  60%|█████▉    | 309/519 [02:26<01:23,  2.51it/s]
      38/80      0.94G     0.9668      1.618     0.6561      1.238         10        640:  60%|█████▉    | 309/519 [02:26<01:23,  2.51it/s]
      38/80      0.94G     0.9668      1.618     0.6561      1.238         10        640:  60%|█████▉    | 310/519 [02:26<01:14,  2.80it/s]
      38/80      0.94G      0.969      1.622     0.6582      1.239          7        640:  60%|█████▉    | 310/519 [02:27<01:14,  2.80it/s]
      38/80      0.94G      0.969      1.622     0.6582      1.239          7        640:  60%|█████▉    | 311/519 [02:27<01:24,  2.47it/s]
      38/80      0.94G     0.9688       1.62      0.658      1.239         11        640:  60%|█████▉    | 311/519 [02:28<01:24,  2.47it/s]
      38/80      0.94G     0.9688       1.62      0.658      1.239         11        640:  60%|██████    | 312/519 [02:28<02:01,  1.70it/s]
      38/80      0.94G     0.9704      1.627     0.6578      1.241          5        640:  60%|██████    | 312/519 [02:28<02:01,  1.70it/s]
      38/80      0.94G     0.9704      1.627     0.6578      1.241          5        640:  60%|██████    | 313/519 [02:28<01:38,  2.10it/s]
      38/80      0.94G     0.9698      1.626     0.6574       1.24          9        640:  60%|██████    | 313/519 [02:28<01:38,  2.10it/s]
      38/80      0.94G     0.9698      1.626     0.6574       1.24          9        640:  61%|██████    | 314/519 [02:28<01:27,  2.33it/s]
      38/80      0.94G     0.9688      1.626     0.6569       1.24         10        640:  61%|██████    | 314/519 [02:29<01:27,  2.33it/s]
      38/80      0.94G     0.9688      1.626     0.6569       1.24         10        640:  61%|██████    | 315/519 [02:29<01:17,  2.62it/s]
      38/80      0.94G      0.968      1.624     0.6563       1.24         15        640:  61%|██████    | 315/519 [02:30<01:17,  2.62it/s]
      38/80      0.94G      0.968      1.624     0.6563       1.24         15        640:  61%|██████    | 316/519 [02:30<02:11,  1.54it/s]
      38/80      0.94G     0.9678      1.624     0.6558      1.239         10        640:  61%|██████    | 316/519 [02:30<02:11,  1.54it/s]
      38/80      0.94G     0.9678      1.624     0.6558      1.239         10        640:  61%|██████    | 317/519 [02:30<01:45,  1.91it/s]
      38/80      0.94G      0.967      1.624     0.6556      1.239         10        640:  61%|██████    | 317/519 [02:30<01:45,  1.91it/s]
      38/80      0.94G      0.967      1.624     0.6556      1.239         10        640:  61%|██████▏   | 318/519 [02:30<01:28,  2.27it/s]
      38/80      0.94G     0.9677      1.624     0.6554      1.239         10        640:  61%|██████▏   | 318/519 [02:31<01:28,  2.27it/s]
      38/80      0.94G     0.9677      1.624     0.6554      1.239         10        640:  61%|██████▏   | 319/519 [02:31<01:13,  2.71it/s]
      38/80      0.94G      0.968      1.626     0.6553       1.24          9        640:  61%|██████▏   | 319/519 [02:32<01:13,  2.71it/s]
      38/80      0.94G      0.968      1.626     0.6553       1.24          9        640:  62%|██████▏   | 320/519 [02:32<01:49,  1.81it/s]
      38/80      0.94G     0.9683      1.626     0.6554      1.239         12        640:  62%|██████▏   | 320/519 [02:32<01:49,  1.81it/s]
      38/80      0.94G     0.9683      1.626     0.6554      1.239         12        640:  62%|██████▏   | 321/519 [02:32<01:28,  2.23it/s]
      38/80      0.94G     0.9681      1.627     0.6552      1.239          7        640:  62%|██████▏   | 321/519 [02:32<01:28,  2.23it/s]
      38/80      0.94G     0.9681      1.627     0.6552      1.239          7        640:  62%|██████▏   | 322/519 [02:32<01:15,  2.60it/s]
      38/80      0.94G      0.968      1.625     0.6558      1.239          8        640:  62%|██████▏   | 322/519 [02:32<01:15,  2.60it/s]
      38/80      0.94G      0.968      1.625     0.6558      1.239          8        640:  62%|██████▏   | 323/519 [02:32<01:07,  2.92it/s]
      38/80      0.94G     0.9695      1.627     0.6567       1.24          9        640:  62%|██████▏   | 323/519 [02:33<01:07,  2.92it/s]
      38/80      0.94G     0.9695      1.627     0.6567       1.24          9        640:  62%|██████▏   | 324/519 [02:33<01:31,  2.13it/s]
      38/80      0.94G     0.9688      1.625     0.6564      1.239         11        640:  62%|██████▏   | 324/519 [02:33<01:31,  2.13it/s]
      38/80      0.94G     0.9688      1.625     0.6564      1.239         11        640:  63%|██████▎   | 325/519 [02:33<01:17,  2.49it/s]
      38/80      0.94G     0.9695      1.626     0.6564       1.24         12        640:  63%|██████▎   | 325/519 [02:33<01:17,  2.49it/s]
      38/80      0.94G     0.9695      1.626     0.6564       1.24         12        640:  63%|██████▎   | 326/519 [02:33<01:03,  3.03it/s]
      38/80      0.94G     0.9685      1.626     0.6556      1.239          9        640:  63%|██████▎   | 326/519 [02:34<01:03,  3.03it/s]
      38/80      0.94G     0.9685      1.626     0.6556      1.239          9        640:  63%|██████▎   | 327/519 [02:34<01:00,  3.15it/s]
      38/80      0.94G      0.969      1.626     0.6552       1.24          9        640:  63%|██████▎   | 327/519 [02:35<01:00,  3.15it/s]
      38/80      0.94G      0.969      1.626     0.6552       1.24          9        640:  63%|██████▎   | 328/519 [02:35<01:33,  2.03it/s]
      38/80      0.94G     0.9696      1.626     0.6559       1.24          6        640:  63%|██████▎   | 328/519 [02:35<01:33,  2.03it/s]
      38/80      0.94G     0.9696      1.626     0.6559       1.24          6        640:  63%|██████▎   | 329/519 [02:35<01:17,  2.45it/s]
      38/80      0.94G     0.9692      1.627     0.6557      1.239         12        640:  63%|██████▎   | 329/519 [02:35<01:17,  2.45it/s]
      38/80      0.94G     0.9692      1.627     0.6557      1.239         12        640:  64%|██████▎   | 330/519 [02:35<01:11,  2.64it/s]
      38/80      0.94G     0.9694      1.628     0.6567      1.239         10        640:  64%|██████▎   | 330/519 [02:35<01:11,  2.64it/s]
      38/80      0.94G     0.9694      1.628     0.6567      1.239         10        640:  64%|██████▍   | 331/519 [02:35<01:05,  2.88it/s]
      38/80      0.94G     0.9689      1.627     0.6566      1.239         11        640:  64%|██████▍   | 331/519 [02:37<01:05,  2.88it/s]
      38/80      0.94G     0.9689      1.627     0.6566      1.239         11        640:  64%|██████▍   | 332/519 [02:37<02:11,  1.42it/s]
      38/80      0.94G     0.9692      1.627     0.6563       1.24          8        640:  64%|██████▍   | 332/519 [02:37<02:11,  1.42it/s]
      38/80      0.94G     0.9692      1.627     0.6563       1.24          8        640:  64%|██████▍   | 333/519 [02:37<01:48,  1.71it/s]
      38/80      0.94G     0.9695      1.627     0.6564       1.24         13        640:  64%|██████▍   | 333/519 [02:37<01:48,  1.71it/s]
      38/80      0.94G     0.9695      1.627     0.6564       1.24         13        640:  64%|██████▍   | 334/519 [02:37<01:25,  2.16it/s]
      38/80      0.94G     0.9695      1.626     0.6564       1.24         14        640:  64%|██████▍   | 334/519 [02:38<01:25,  2.16it/s]
      38/80      0.94G     0.9695      1.626     0.6564       1.24         14        640:  65%|██████▍   | 335/519 [02:38<01:12,  2.54it/s]
      38/80      0.94G     0.9706      1.627     0.6564      1.241         11        640:  65%|██████▍   | 335/519 [02:39<01:12,  2.54it/s]
      38/80      0.94G     0.9706      1.627     0.6564      1.241         11        640:  65%|██████▍   | 336/519 [02:39<02:13,  1.37it/s]
      38/80      0.94G      0.971      1.629     0.6564      1.241          9        640:  65%|██████▍   | 336/519 [02:39<02:13,  1.37it/s]
      38/80      0.94G      0.971      1.629     0.6564      1.241          9        640:  65%|██████▍   | 337/519 [02:39<01:41,  1.79it/s]
      38/80      0.94G     0.9721      1.632     0.6582      1.242         11        640:  65%|██████▍   | 337/519 [02:40<01:41,  1.79it/s]
      38/80      0.94G     0.9721      1.632     0.6582      1.242         11        640:  65%|██████▌   | 338/519 [02:40<01:21,  2.22it/s]
      38/80      0.94G     0.9727      1.634     0.6587      1.242         10        640:  65%|██████▌   | 338/519 [02:40<01:21,  2.22it/s]
      38/80      0.94G     0.9727      1.634     0.6587      1.242         10        640:  65%|██████▌   | 339/519 [02:40<01:09,  2.60it/s]
      38/80      0.94G     0.9724      1.632     0.6583      1.241         10        640:  65%|██████▌   | 339/519 [02:41<01:09,  2.60it/s]
      38/80      0.94G     0.9724      1.632     0.6583      1.241         10        640:  66%|██████▌   | 340/519 [02:41<01:38,  1.81it/s]
      38/80      0.94G     0.9719      1.632     0.6578      1.241         11        640:  66%|██████▌   | 340/519 [02:41<01:38,  1.81it/s]
      38/80      0.94G     0.9719      1.632     0.6578      1.241         11        640:  66%|██████▌   | 341/519 [02:41<01:19,  2.23it/s]
      38/80      0.94G     0.9721      1.632     0.6575      1.241         12        640:  66%|██████▌   | 341/519 [02:41<01:19,  2.23it/s]
      38/80      0.94G     0.9721      1.632     0.6575      1.241         12        640:  66%|██████▌   | 342/519 [02:41<01:09,  2.55it/s]
      38/80      0.94G     0.9718      1.632     0.6577       1.24          7        640:  66%|██████▌   | 342/519 [02:41<01:09,  2.55it/s]
      38/80      0.94G     0.9718      1.632     0.6577       1.24          7        640:  66%|██████▌   | 343/519 [02:41<01:01,  2.87it/s]
      38/80      0.94G     0.9711      1.631     0.6569       1.24          9        640:  66%|██████▌   | 343/519 [02:42<01:01,  2.87it/s]
      38/80      0.94G     0.9711      1.631     0.6569       1.24          9        640:  66%|██████▋   | 344/519 [02:42<01:36,  1.82it/s]
      38/80      0.94G     0.9705      1.629     0.6566      1.239         13        640:  66%|██████▋   | 344/519 [02:43<01:36,  1.82it/s]
      38/80      0.94G     0.9705      1.629     0.6566      1.239         13        640:  66%|██████▋   | 345/519 [02:43<01:17,  2.25it/s]
      38/80      0.94G     0.9698      1.628     0.6566      1.239         10        640:  66%|██████▋   | 345/519 [02:43<01:17,  2.25it/s]
      38/80      0.94G     0.9698      1.628     0.6566      1.239         10        640:  67%|██████▋   | 346/519 [02:43<01:07,  2.57it/s]
      38/80      0.94G     0.9706      1.627     0.6574      1.239          8        640:  67%|██████▋   | 346/519 [02:43<01:07,  2.57it/s]
      38/80      0.94G     0.9706      1.627     0.6574      1.239          8        640:  67%|██████▋   | 347/519 [02:43<01:00,  2.83it/s]
      38/80      0.94G     0.9706      1.627     0.6572      1.239         13        640:  67%|██████▋   | 347/519 [02:44<01:00,  2.83it/s]
      38/80      0.94G     0.9706      1.627     0.6572      1.239         13        640:  67%|██████▋   | 348/519 [02:44<01:23,  2.06it/s]
      38/80      0.94G     0.9703      1.627     0.6575      1.239         11        640:  67%|██████▋   | 348/519 [02:44<01:23,  2.06it/s]
      38/80      0.94G     0.9703      1.627     0.6575      1.239         11        640:  67%|██████▋   | 349/519 [02:44<01:08,  2.48it/s]
      38/80      0.94G     0.9702      1.628     0.6576      1.239          9        640:  67%|██████▋   | 349/519 [02:44<01:08,  2.48it/s]
      38/80      0.94G     0.9702      1.628     0.6576      1.239          9        640:  67%|██████▋   | 350/519 [02:44<00:59,  2.82it/s]
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      38/80      0.94G     0.9701      1.627     0.6577       1.24          6        640:  68%|██████▊   | 351/519 [02:45<00:53,  3.13it/s]
      38/80      0.94G     0.9709      1.627     0.6576       1.24          7        640:  68%|██████▊   | 351/519 [02:46<00:53,  3.13it/s]
      38/80      0.94G     0.9709      1.627     0.6576       1.24          7        640:  68%|██████▊   | 352/519 [02:46<01:27,  1.91it/s]
      38/80      0.94G     0.9703      1.627     0.6575      1.241          8        640:  68%|██████▊   | 352/519 [02:46<01:27,  1.91it/s]
      38/80      0.94G     0.9703      1.627     0.6575      1.241          8        640:  68%|██████▊   | 353/519 [02:46<01:11,  2.31it/s]
      38/80      0.94G     0.9693      1.625     0.6569       1.24          8        640:  68%|██████▊   | 353/519 [02:46<01:11,  2.31it/s]
      38/80      0.94G     0.9693      1.625     0.6569       1.24          8        640:  68%|██████▊   | 354/519 [02:46<00:59,  2.79it/s]
      38/80      0.94G     0.9687      1.625     0.6564       1.24          7        640:  68%|██████▊   | 354/519 [02:46<00:59,  2.79it/s]
      38/80      0.94G     0.9687      1.625     0.6564       1.24          7        640:  68%|██████▊   | 355/519 [02:46<00:55,  2.95it/s]
      38/80      0.94G     0.9687      1.624     0.6561       1.24         11        640:  68%|██████▊   | 355/519 [02:48<00:55,  2.95it/s]
      38/80      0.94G     0.9687      1.624     0.6561       1.24         11        640:  69%|██████▊   | 356/519 [02:48<01:36,  1.69it/s]
      38/80      0.94G     0.9695      1.624     0.6562       1.24         10        640:  69%|██████▊   | 356/519 [02:48<01:36,  1.69it/s]
      38/80      0.94G     0.9695      1.624     0.6562       1.24         10        640:  69%|██████▉   | 357/519 [02:48<01:17,  2.09it/s]
      38/80      0.94G     0.9693      1.624     0.6559       1.24         14        640:  69%|██████▉   | 357/519 [02:48<01:17,  2.09it/s]
      38/80      0.94G     0.9693      1.624     0.6559       1.24         14        640:  69%|██████▉   | 358/519 [02:48<01:04,  2.50it/s]
      38/80      0.94G     0.9682      1.622     0.6552       1.24          8        640:  69%|██████▉   | 358/519 [02:48<01:04,  2.50it/s]
      38/80      0.94G     0.9682      1.622     0.6552       1.24          8        640:  69%|██████▉   | 359/519 [02:48<00:55,  2.89it/s]
      38/80      0.94G     0.9679      1.622     0.6548      1.239         11        640:  69%|██████▉   | 359/519 [02:49<00:55,  2.89it/s]
      38/80      0.94G     0.9679      1.622     0.6548      1.239         11        640:  69%|██████▉   | 360/519 [02:49<01:32,  1.71it/s]
      38/80      0.94G     0.9674      1.623     0.6545      1.239         11        640:  69%|██████▉   | 360/519 [02:50<01:32,  1.71it/s]
      38/80      0.94G     0.9674      1.623     0.6545      1.239         11        640:  70%|██████▉   | 361/519 [02:50<01:14,  2.12it/s]
      38/80      0.94G     0.9668      1.622     0.6542      1.239         14        640:  70%|██████▉   | 361/519 [02:50<01:14,  2.12it/s]
      38/80      0.94G     0.9668      1.622     0.6542      1.239         14        640:  70%|██████▉   | 362/519 [02:50<01:02,  2.52it/s]
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      38/80      0.94G     0.9665      1.623     0.6539      1.238         13        640:  70%|███████   | 364/519 [02:51<01:36,  1.60it/s]
      38/80      0.94G     0.9678      1.623      0.655      1.238          8        640:  70%|███████   | 364/519 [02:51<01:36,  1.60it/s]
      38/80      0.94G     0.9678      1.623      0.655      1.238          8        640:  70%|███████   | 365/519 [02:51<01:14,  2.06it/s]
      38/80      0.94G     0.9673      1.622     0.6546      1.238         12        640:  70%|███████   | 365/519 [02:52<01:14,  2.06it/s]
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      38/80      0.94G     0.9665      1.621     0.6539      1.237          8        640:  71%|███████   | 366/519 [02:52<01:00,  2.53it/s]
      38/80      0.94G     0.9665      1.621     0.6539      1.237          8        640:  71%|███████   | 367/519 [02:52<00:53,  2.85it/s]
      38/80      0.94G     0.9661      1.621     0.6534      1.237         13        640:  71%|███████   | 367/519 [02:53<00:53,  2.85it/s]
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      38/80      0.94G     0.9667      1.621     0.6534      1.237         14        640:  71%|███████   | 368/519 [02:53<01:29,  1.69it/s]
      38/80      0.94G     0.9667      1.621     0.6534      1.237         14        640:  71%|███████   | 369/519 [02:53<01:15,  2.00it/s]
      38/80      0.94G     0.9667      1.621     0.6538      1.237         10        640:  71%|███████   | 369/519 [02:53<01:15,  2.00it/s]
      38/80      0.94G     0.9667      1.621     0.6538      1.237         10        640:  71%|███████▏  | 370/519 [02:53<00:59,  2.51it/s]
      38/80      0.94G     0.9666       1.62     0.6535      1.237         12        640:  71%|███████▏  | 370/519 [02:54<00:59,  2.51it/s]
      38/80      0.94G     0.9666       1.62     0.6535      1.237         12        640:  71%|███████▏  | 371/519 [02:54<00:52,  2.80it/s]
      38/80      0.94G     0.9672      1.621     0.6536      1.237         11        640:  71%|███████▏  | 371/519 [02:55<00:52,  2.80it/s]
      38/80      0.94G     0.9672      1.621     0.6536      1.237         11        640:  72%|███████▏  | 372/519 [02:55<01:11,  2.05it/s]
      38/80      0.94G     0.9673      1.621     0.6546      1.237         12        640:  72%|███████▏  | 372/519 [02:55<01:11,  2.05it/s]
      38/80      0.94G     0.9673      1.621     0.6546      1.236          9        640:  72%|███████▏  | 372/519 [02:55<01:11,  2.05it/s]
      38/80      0.94G     0.9673      1.621     0.6546      1.236          9        640:  72%|███████▏  | 374/519 [02:55<00:43,  3.33it/s]
      38/80      0.94G     0.9676      1.621     0.6546      1.236          7        640:  72%|███████▏  | 374/519 [02:55<00:43,  3.33it/s]
      38/80      0.94G     0.9676      1.621     0.6546      1.236          7        640:  72%|███████▏  | 375/519 [02:55<00:38,  3.73it/s]
      38/80      0.94G     0.9669      1.621      0.654      1.236          9        640:  72%|███████▏  | 375/519 [02:56<00:38,  3.73it/s]
      38/80      0.94G     0.9669      1.621      0.654      1.236          9        640:  72%|███████▏  | 376/519 [02:56<01:27,  1.63it/s]
      38/80      0.94G     0.9685      1.626     0.6549      1.237          9        640:  72%|███████▏  | 376/519 [02:57<01:27,  1.63it/s]
      38/80      0.94G     0.9685      1.626     0.6549      1.237          9        640:  73%|███████▎  | 377/519 [02:57<01:11,  2.00it/s]
      38/80      0.94G     0.9684      1.624     0.6552      1.237         11        640:  73%|███████▎  | 377/519 [02:57<01:11,  2.00it/s]
      38/80      0.94G     0.9684      1.624     0.6552      1.237         11        640:  73%|███████▎  | 378/519 [02:57<01:03,  2.22it/s]
      38/80      0.94G     0.9682      1.626      0.655      1.237          8        640:  73%|███████▎  | 378/519 [02:57<01:03,  2.22it/s]
      38/80      0.94G     0.9682      1.626      0.655      1.237          8        640:  73%|███████▎  | 379/519 [02:57<00:54,  2.56it/s]
      38/80      0.94G     0.9683      1.626     0.6552      1.237          5        640:  73%|███████▎  | 379/519 [02:58<00:54,  2.56it/s]
      38/80      0.94G     0.9683      1.626     0.6552      1.237          5        640:  73%|███████▎  | 380/519 [02:58<01:05,  2.13it/s]
      38/80      0.94G      0.969      1.628     0.6563      1.237          8        640:  73%|███████▎  | 380/519 [02:58<01:05,  2.13it/s]
      38/80      0.94G      0.969      1.628     0.6563      1.237          8        640:  73%|███████▎  | 381/519 [02:58<00:56,  2.46it/s]
      38/80      0.94G     0.9689      1.628     0.6562      1.237          9        640:  73%|███████▎  | 381/519 [02:58<00:56,  2.46it/s]
      38/80      0.94G     0.9689      1.628     0.6562      1.237          9        640:  74%|███████▎  | 382/519 [02:58<00:48,  2.81it/s]
      38/80      0.94G     0.9699      1.629     0.6564      1.238          8        640:  74%|███████▎  | 382/519 [02:59<00:48,  2.81it/s]
      38/80      0.94G     0.9699      1.629     0.6564      1.238          8        640:  74%|███████▍  | 383/519 [02:59<00:43,  3.15it/s]
      38/80      0.94G       0.97       1.63     0.6563      1.238         12        640:  74%|███████▍  | 383/519 [03:00<00:43,  3.15it/s]
      38/80      0.94G       0.97       1.63     0.6563      1.238         12        640:  74%|███████▍  | 384/519 [03:00<01:23,  1.62it/s]
      38/80      0.94G     0.9695      1.629     0.6559      1.238          7        640:  74%|███████▍  | 384/519 [03:00<01:23,  1.62it/s]
      38/80      0.94G     0.9695      1.629     0.6559      1.238          7        640:  74%|███████▍  | 385/519 [03:00<01:07,  1.98it/s]
      38/80      0.94G     0.9693      1.628     0.6556      1.238          9        640:  74%|███████▍  | 385/519 [03:00<01:07,  1.98it/s]
      38/80      0.94G     0.9693      1.628     0.6556      1.238          9        640:  74%|███████▍  | 386/519 [03:00<00:54,  2.42it/s]
      38/80      0.94G     0.9689      1.628     0.6561      1.238          7        640:  74%|███████▍  | 386/519 [03:01<00:54,  2.42it/s]
      38/80      0.94G     0.9689      1.628     0.6561      1.238          7        640:  75%|███████▍  | 387/519 [03:01<00:49,  2.66it/s]
      38/80      0.94G     0.9688      1.628     0.6561      1.238         11        640:  75%|███████▍  | 387/519 [03:02<00:49,  2.66it/s]
      38/80      0.94G     0.9688      1.628     0.6561      1.238         11        640:  75%|███████▍  | 388/519 [03:02<01:29,  1.47it/s]
      38/80      0.94G     0.9684      1.628     0.6558      1.238         10        640:  75%|███████▍  | 388/519 [03:02<01:29,  1.47it/s]
      38/80      0.94G     0.9684      1.628     0.6558      1.238         10        640:  75%|███████▍  | 389/519 [03:02<01:08,  1.89it/s]
      38/80      0.94G     0.9679      1.627     0.6554      1.237          7        640:  75%|███████▍  | 389/519 [03:02<01:08,  1.89it/s]
      38/80      0.94G     0.9679      1.627     0.6554      1.237          7        640:  75%|███████▌  | 390/519 [03:02<00:55,  2.31it/s]
      38/80      0.94G     0.9682      1.627     0.6562      1.238         10        640:  75%|███████▌  | 390/519 [03:03<00:55,  2.31it/s]
      38/80      0.94G     0.9682      1.627     0.6562      1.238         10        640:  75%|███████▌  | 391/519 [03:03<00:46,  2.77it/s]
      38/80      0.94G     0.9684      1.627      0.656      1.238         11        640:  75%|███████▌  | 391/519 [03:04<00:46,  2.77it/s]
      38/80      0.94G     0.9684      1.627      0.656      1.238         11        640:  76%|███████▌  | 392/519 [03:04<01:18,  1.61it/s]
      38/80      0.94G     0.9678      1.627     0.6557      1.238         10        640:  76%|███████▌  | 392/519 [03:04<01:18,  1.61it/s]
      38/80      0.94G     0.9678      1.627     0.6557      1.238         10        640:  76%|███████▌  | 393/519 [03:04<00:59,  2.12it/s]
      38/80      0.94G     0.9672      1.626     0.6553      1.238         11        640:  76%|███████▌  | 393/519 [03:04<00:59,  2.12it/s]
      38/80      0.94G     0.9672      1.626     0.6553      1.238         11        640:  76%|███████▌  | 394/519 [03:04<00:51,  2.42it/s]
      38/80      0.94G     0.9684      1.627     0.6568       1.24          7        640:  76%|███████▌  | 394/519 [03:04<00:51,  2.42it/s]
      38/80      0.94G     0.9684      1.627     0.6568       1.24          7        640:  76%|███████▌  | 395/519 [03:04<00:44,  2.79it/s]
      38/80      0.94G     0.9692      1.628     0.6571       1.24         14        640:  76%|███████▌  | 395/519 [03:06<00:44,  2.79it/s]
      38/80      0.94G     0.9692      1.628     0.6571       1.24         14        640:  76%|███████▋  | 396/519 [03:06<01:09,  1.77it/s]
      38/80      0.94G     0.9692      1.628     0.6571       1.24         11        640:  76%|███████▋  | 396/519 [03:06<01:09,  1.77it/s]
      38/80      0.94G     0.9692      1.628     0.6571       1.24         11        640:  76%|███████▋  | 397/519 [03:06<00:56,  2.17it/s]
      38/80      0.94G     0.9688      1.627     0.6568      1.239          9        640:  76%|███████▋  | 397/519 [03:06<00:56,  2.17it/s]
      38/80      0.94G     0.9688      1.627     0.6568      1.239          9        640:  77%|███████▋  | 398/519 [03:06<00:46,  2.59it/s]
      38/80      0.94G     0.9685      1.626     0.6566       1.24          6        640:  77%|███████▋  | 398/519 [03:06<00:46,  2.59it/s]
      38/80      0.94G     0.9685      1.626     0.6566       1.24          6        640:  77%|███████▋  | 399/519 [03:06<00:39,  3.03it/s]
      38/80      0.94G     0.9691      1.626     0.6571      1.241          7        640:  77%|███████▋  | 399/519 [03:07<00:39,  3.03it/s]
      38/80      0.94G     0.9691      1.626     0.6571      1.241          7        640:  77%|███████▋  | 400/519 [03:07<01:06,  1.79it/s]
      38/80      0.94G     0.9693      1.625     0.6567      1.241          8        640:  77%|███████▋  | 400/519 [03:07<01:06,  1.79it/s]
      38/80      0.94G     0.9693      1.625     0.6567      1.241          8        640:  77%|███████▋  | 401/519 [03:07<00:52,  2.24it/s]
      38/80      0.94G     0.9699      1.628     0.6584      1.241          9        640:  77%|███████▋  | 401/519 [03:08<00:52,  2.24it/s]
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      38/80      0.94G     0.9703      1.628     0.6585      1.242          9        640:  78%|███████▊  | 403/519 [03:09<00:38,  3.02it/s]
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      38/80      0.94G     0.9698      1.627      0.657      1.241          9        640:  79%|███████▊  | 408/519 [03:10<00:50,  2.21it/s]
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      38/80      0.94G     0.9699      1.627      0.657       1.24         12        640:  79%|███████▉  | 410/519 [03:11<00:41,  2.65it/s]
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      38/80      0.94G     0.9712      1.627      0.658      1.242          6        640:  80%|███████▉  | 413/519 [03:13<00:56,  1.86it/s]
      38/80      0.94G     0.9716      1.629     0.6581      1.242         13        640:  80%|███████▉  | 413/519 [03:13<00:56,  1.86it/s]
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      38/80      0.94G     0.9712       1.63      0.658      1.241         16        640:  80%|████████  | 416/519 [03:15<01:13,  1.41it/s]
      38/80      0.94G     0.9707       1.63     0.6577      1.241         13        640:  80%|████████  | 416/519 [03:15<01:13,  1.41it/s]
      38/80      0.94G     0.9707       1.63     0.6577      1.241         13        640:  80%|████████  | 417/519 [03:15<00:55,  1.83it/s]
      38/80      0.94G     0.9709       1.63     0.6576       1.24          9        640:  80%|████████  | 417/519 [03:15<00:55,  1.83it/s]
      38/80      0.94G     0.9709       1.63     0.6576       1.24          9        640:  81%|████████  | 418/519 [03:15<00:44,  2.27it/s]
      38/80      0.94G     0.9707       1.63     0.6576       1.24         11        640:  81%|████████  | 418/519 [03:15<00:44,  2.27it/s]
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      38/80      0.94G     0.9705      1.631     0.6575       1.24         10        640:  81%|████████  | 419/519 [03:16<00:37,  2.65it/s]
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      38/80      0.94G     0.9704       1.63     0.6569       1.24         13        640:  81%|████████▏ | 422/519 [03:17<00:44,  2.19it/s]
      38/80      0.94G     0.9704       1.63     0.6569       1.24         13        640:  82%|████████▏ | 423/519 [03:17<00:37,  2.58it/s]
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      38/80      0.94G     0.9708      1.631     0.6563       1.24          7        640:  82%|████████▏ | 424/519 [03:18<00:32,  2.93it/s]
      38/80      0.94G     0.9708      1.631     0.6563       1.24          7        640:  82%|████████▏ | 425/519 [03:18<00:52,  1.78it/s]
      38/80      0.94G     0.9708       1.63     0.6559      1.239         14        640:  82%|████████▏ | 425/519 [03:19<00:52,  1.78it/s]
      38/80      0.94G     0.9708       1.63     0.6559      1.239         14        640:  82%|████████▏ | 426/519 [03:19<00:44,  2.07it/s]
      38/80      0.94G     0.9703       1.63     0.6563      1.239          8        640:  82%|████████▏ | 426/519 [03:19<00:44,  2.07it/s]
      38/80      0.94G     0.9703       1.63     0.6563      1.239          8        640:  82%|████████▏ | 427/519 [03:19<00:37,  2.43it/s]
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      38/80      0.94G     0.9703       1.63     0.6561      1.239         13        640:  82%|████████▏ | 428/519 [03:19<00:32,  2.79it/s]
      38/80      0.94G     0.9705      1.631     0.6558      1.239         13        640:  82%|████████▏ | 428/519 [03:20<00:32,  2.79it/s]
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      38/80      0.94G     0.9693      1.631     0.6549      1.239         11        640:  83%|████████▎ | 431/519 [03:21<00:33,  2.60it/s]
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      38/80      0.94G     0.9689      1.629     0.6545      1.239         11        640:  83%|████████▎ | 432/519 [03:21<00:30,  2.88it/s]
      38/80      0.94G     0.9693       1.63     0.6549      1.239          8        640:  83%|████████▎ | 432/519 [03:22<00:30,  2.88it/s]
      38/80      0.94G     0.9693       1.63     0.6549      1.239          8        640:  83%|████████▎ | 433/519 [03:22<01:03,  1.36it/s]
      38/80      0.94G     0.9689       1.63     0.6552      1.239          6        640:  83%|████████▎ | 433/519 [03:23<01:03,  1.36it/s]
      38/80      0.94G     0.9689       1.63     0.6552      1.239          6        640:  84%|████████▎ | 434/519 [03:23<00:49,  1.70it/s]
      38/80      0.94G     0.9687       1.63     0.6551      1.239          8        640:  84%|████████▎ | 434/519 [03:23<00:49,  1.70it/s]
      38/80      0.94G     0.9687       1.63     0.6551      1.239          8        640:  84%|████████▍ | 435/519 [03:23<00:39,  2.14it/s]
      38/80      0.94G     0.9687       1.63     0.6548      1.239          8        640:  84%|████████▍ | 435/519 [03:23<00:39,  2.14it/s]
      38/80      0.94G     0.9687       1.63     0.6548      1.239          8        640:  84%|████████▍ | 436/519 [03:23<00:33,  2.47it/s]
      38/80      0.94G     0.9683      1.629     0.6544      1.238         14        640:  84%|████████▍ | 436/519 [03:24<00:33,  2.47it/s]
      38/80      0.94G     0.9683      1.629     0.6544      1.238         14        640:  84%|████████▍ | 437/519 [03:24<00:53,  1.53it/s]
      38/80      0.94G     0.9688       1.63      0.655      1.239         10        640:  84%|████████▍ | 437/519 [03:25<00:53,  1.53it/s]
      38/80      0.94G     0.9688       1.63      0.655      1.239         10        640:  84%|████████▍ | 438/519 [03:25<00:42,  1.92it/s]
      38/80      0.94G     0.9686       1.63     0.6546      1.239         10        640:  84%|████████▍ | 438/519 [03:25<00:42,  1.92it/s]
      38/80      0.94G     0.9686       1.63     0.6546      1.239         10        640:  85%|████████▍ | 439/519 [03:25<00:35,  2.28it/s]
      38/80      0.94G     0.9687      1.631     0.6549      1.239          7        640:  85%|████████▍ | 439/519 [03:25<00:35,  2.28it/s]
      38/80      0.94G     0.9687      1.631     0.6549      1.239          7        640:  85%|████████▍ | 440/519 [03:25<00:30,  2.58it/s]
      38/80      0.94G     0.9691      1.631     0.6552      1.239         12        640:  85%|████████▍ | 440/519 [03:26<00:30,  2.58it/s]
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      38/80      0.94G     0.9694      1.632     0.6549      1.239          9        640:  85%|████████▍ | 441/519 [03:26<00:41,  1.90it/s]
      38/80      0.94G     0.9694      1.632     0.6549      1.239          9        640:  85%|████████▌ | 442/519 [03:26<00:35,  2.18it/s]
      38/80      0.94G     0.9691      1.631     0.6552      1.239          8        640:  85%|████████▌ | 442/519 [03:26<00:35,  2.18it/s]
      38/80      0.94G     0.9691      1.631     0.6552      1.239          8        640:  85%|████████▌ | 443/519 [03:26<00:30,  2.48it/s]
      38/80      0.94G     0.9691      1.631      0.655      1.239          7        640:  85%|████████▌ | 443/519 [03:27<00:30,  2.48it/s]
      38/80      0.94G     0.9691      1.631      0.655      1.239          7        640:  86%|████████▌ | 444/519 [03:27<00:26,  2.86it/s]
      38/80      0.94G     0.9708      1.632     0.6556      1.241         10        640:  86%|████████▌ | 444/519 [03:28<00:26,  2.86it/s]
      38/80      0.94G     0.9708      1.632     0.6556      1.241         10        640:  86%|████████▌ | 445/519 [03:28<00:45,  1.63it/s]
      38/80      0.94G     0.9721      1.633     0.6558      1.242          6        640:  86%|████████▌ | 445/519 [03:28<00:45,  1.63it/s]
      38/80      0.94G     0.9721      1.633     0.6558      1.242          6        640:  86%|████████▌ | 446/519 [03:28<00:37,  1.95it/s]
      38/80      0.94G     0.9721      1.635     0.6556      1.242         12        640:  86%|████████▌ | 446/519 [03:28<00:37,  1.95it/s]
      38/80      0.94G     0.9721      1.635     0.6556      1.242         12        640:  86%|████████▌ | 447/519 [03:28<00:30,  2.34it/s]
      38/80      0.94G     0.9725      1.634     0.6558      1.243          9        640:  86%|████████▌ | 447/519 [03:29<00:30,  2.34it/s]
      38/80      0.94G     0.9725      1.634     0.6558      1.243          9        640:  86%|████████▋ | 448/519 [03:29<00:25,  2.78it/s]
      38/80      0.94G     0.9732      1.634     0.6557      1.243          8        640:  86%|████████▋ | 448/519 [03:29<00:25,  2.78it/s]
      38/80      0.94G     0.9732      1.634     0.6557      1.243          8        640:  87%|████████▋ | 449/519 [03:29<00:34,  2.00it/s]
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      38/80      0.94G     0.9739      1.636     0.6563      1.244         10        640:  87%|████████▋ | 451/519 [03:30<00:23,  2.90it/s]
      38/80      0.94G     0.9749      1.637      0.657      1.245          8        640:  87%|████████▋ | 451/519 [03:30<00:23,  2.90it/s]
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      38/80      0.94G     0.9742      1.635     0.6564      1.245          7        640:  87%|████████▋ | 452/519 [03:32<00:21,  3.18it/s]
      38/80      0.94G     0.9742      1.635     0.6564      1.245          7        640:  87%|████████▋ | 453/519 [03:32<00:54,  1.22it/s]
      38/80      0.94G     0.9744      1.636     0.6562      1.245         11        640:  87%|████████▋ | 453/519 [03:32<00:54,  1.22it/s]
      38/80      0.94G     0.9744      1.636     0.6562      1.245         11        640:  87%|████████▋ | 454/519 [03:32<00:41,  1.56it/s]
      38/80      0.94G     0.9744      1.636     0.6566      1.244          9        640:  87%|████████▋ | 454/519 [03:33<00:41,  1.56it/s]
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      38/80      0.94G     0.9738      1.635     0.6562      1.244          7        640:  88%|████████▊ | 455/519 [03:33<00:31,  2.03it/s]
      38/80      0.94G     0.9738      1.635     0.6562      1.244          7        640:  88%|████████▊ | 456/519 [03:33<00:26,  2.37it/s]
      38/80      0.94G     0.9743      1.635     0.6574      1.244          8        640:  88%|████████▊ | 456/519 [03:34<00:26,  2.37it/s]
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      38/80      0.94G     0.9739      1.635     0.6573      1.244         14        640:  88%|████████▊ | 457/519 [03:34<00:40,  1.54it/s]
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      38/80      0.94G     0.9741      1.634     0.6573      1.244          6        640:  88%|████████▊ | 458/519 [03:34<00:31,  1.91it/s]
      38/80      0.94G     0.9741      1.634     0.6573      1.244          6        640:  88%|████████▊ | 459/519 [03:34<00:25,  2.33it/s]
      38/80      0.94G     0.9748      1.635     0.6579      1.244         11        640:  88%|████████▊ | 459/519 [03:35<00:25,  2.33it/s]
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      38/80      0.94G     0.9739      1.633     0.6572      1.244          6        640:  89%|████████▊ | 460/519 [03:35<00:21,  2.72it/s]
      38/80      0.94G     0.9739      1.633     0.6572      1.244          6        640:  89%|████████▉ | 461/519 [03:35<00:30,  1.93it/s]
      38/80      0.94G      0.974      1.633     0.6575      1.244         10        640:  89%|████████▉ | 461/519 [03:36<00:30,  1.93it/s]
      38/80      0.94G      0.974      1.633     0.6575      1.244         10        640:  89%|████████▉ | 462/519 [03:36<00:24,  2.33it/s]
      38/80      0.94G      0.974      1.632     0.6572      1.243         10        640:  89%|████████▉ | 462/519 [03:36<00:24,  2.33it/s]
      38/80      0.94G      0.974      1.632     0.6572      1.243         10        640:  89%|████████▉ | 463/519 [03:36<00:20,  2.72it/s]
      38/80      0.94G     0.9736       1.63     0.6571      1.243          7        640:  89%|████████▉ | 463/519 [03:36<00:20,  2.72it/s]
      38/80      0.94G     0.9736       1.63     0.6571      1.243          7        640:  89%|████████▉ | 464/519 [03:36<00:18,  2.98it/s]
      38/80      0.94G     0.9733       1.63     0.6568      1.244         10        640:  89%|████████▉ | 464/519 [03:37<00:18,  2.98it/s]
      38/80      0.94G     0.9733       1.63     0.6568      1.244         10        640:  90%|████████▉ | 465/519 [03:37<00:31,  1.69it/s]
      38/80      0.94G     0.9735       1.63     0.6567      1.244         12        640:  90%|████████▉ | 465/519 [03:38<00:31,  1.69it/s]
      38/80      0.94G     0.9735       1.63     0.6567      1.244         12        640:  90%|████████▉ | 466/519 [03:38<00:25,  2.08it/s]
      38/80      0.94G     0.9731      1.629     0.6562      1.244          9        640:  90%|████████▉ | 466/519 [03:38<00:25,  2.08it/s]
      38/80      0.94G     0.9731      1.629     0.6562      1.244          9        640:  90%|████████▉ | 467/519 [03:38<00:21,  2.46it/s]
      38/80      0.94G     0.9723      1.628     0.6556      1.244          8        640:  90%|████████▉ | 467/519 [03:38<00:21,  2.46it/s]
      38/80      0.94G     0.9723      1.628     0.6556      1.244          8        640:  90%|█████████ | 468/519 [03:38<00:18,  2.79it/s]
      38/80      0.94G     0.9728      1.628     0.6557      1.244         11        640:  90%|█████████ | 468/519 [03:40<00:18,  2.79it/s]
      38/80      0.94G     0.9728      1.628     0.6557      1.244         11        640:  90%|█████████ | 469/519 [03:40<00:36,  1.37it/s]
      38/80      0.94G     0.9727      1.629      0.656      1.244          7        640:  90%|█████████ | 469/519 [03:40<00:36,  1.37it/s]
      38/80      0.94G     0.9727      1.629      0.656      1.244          7        640:  91%|█████████ | 470/519 [03:40<00:28,  1.73it/s]
      38/80      0.94G     0.9727      1.628     0.6562      1.244          7        640:  91%|█████████ | 470/519 [03:40<00:28,  1.73it/s]
      38/80      0.94G     0.9727      1.628     0.6562      1.244          7        640:  91%|█████████ | 471/519 [03:40<00:23,  2.08it/s]
      38/80      0.94G     0.9723      1.628     0.6557      1.244         10        640:  91%|█████████ | 471/519 [03:40<00:23,  2.08it/s]
      38/80      0.94G     0.9723      1.628     0.6557      1.244         10        640:  91%|█████████ | 472/519 [03:40<00:18,  2.48it/s]
      38/80      0.94G     0.9723      1.627     0.6553      1.244         11        640:  91%|█████████ | 472/519 [03:42<00:18,  2.48it/s]
      38/80      0.94G     0.9723      1.627     0.6553      1.244         11        640:  91%|█████████ | 473/519 [03:42<00:28,  1.59it/s]
      38/80      0.94G     0.9729      1.629     0.6553      1.245          8        640:  91%|█████████ | 473/519 [03:42<00:28,  1.59it/s]
      38/80      0.94G     0.9729      1.629     0.6553      1.245          8        640:  91%|█████████▏| 474/519 [03:42<00:23,  1.94it/s]
      38/80      0.94G     0.9729      1.629     0.6554      1.245         11        640:  91%|█████████▏| 474/519 [03:42<00:23,  1.94it/s]
      38/80      0.94G     0.9729      1.629     0.6554      1.245         11        640:  92%|█████████▏| 475/519 [03:42<00:19,  2.28it/s]
      38/80      0.94G     0.9725      1.628     0.6551      1.244          7        640:  92%|█████████▏| 475/519 [03:42<00:19,  2.28it/s]
      38/80      0.94G     0.9725      1.628     0.6551      1.244          7        640:  92%|█████████▏| 476/519 [03:42<00:16,  2.66it/s]
      38/80      0.94G     0.9731      1.628     0.6556      1.245         11        640:  92%|█████████▏| 476/519 [03:43<00:16,  2.66it/s]
      38/80      0.94G     0.9731      1.628     0.6556      1.245         11        640:  92%|█████████▏| 477/519 [03:43<00:19,  2.15it/s]
      38/80      0.94G     0.9731      1.629     0.6559      1.245          8        640:  92%|█████████▏| 477/519 [03:43<00:19,  2.15it/s]
      38/80      0.94G     0.9731      1.629     0.6559      1.245          8        640:  92%|█████████▏| 478/519 [03:43<00:15,  2.66it/s]
      38/80      0.94G     0.9739       1.63     0.6561      1.245          9        640:  92%|█████████▏| 478/519 [03:43<00:15,  2.66it/s]
      38/80      0.94G     0.9739       1.63     0.6561      1.245          9        640:  92%|█████████▏| 479/519 [03:43<00:13,  2.90it/s]
      38/80      0.94G     0.9737       1.63      0.656      1.245          7        640:  92%|█████████▏| 479/519 [03:44<00:13,  2.90it/s]
      38/80      0.94G     0.9737       1.63      0.656      1.245          7        640:  92%|█████████▏| 480/519 [03:44<00:11,  3.28it/s]
      38/80      0.94G     0.9739       1.63      0.656      1.245         12        640:  92%|█████████▏| 480/519 [03:45<00:11,  3.28it/s]
      38/80      0.94G     0.9739       1.63      0.656      1.245         12        640:  93%|█████████▎| 481/519 [03:45<00:24,  1.56it/s]
      38/80      0.94G     0.9745       1.63     0.6564      1.246          8        640:  93%|█████████▎| 481/519 [03:45<00:24,  1.56it/s]
      38/80      0.94G     0.9745       1.63     0.6564      1.246          8        640:  93%|█████████▎| 482/519 [03:45<00:19,  1.89it/s]
      38/80      0.94G     0.9741       1.63     0.6562      1.246          9        640:  93%|█████████▎| 482/519 [03:46<00:19,  1.89it/s]
      38/80      0.94G     0.9741       1.63     0.6562      1.246          9        640:  93%|█████████▎| 483/519 [03:46<00:15,  2.26it/s]
      38/80      0.94G     0.9738      1.631     0.6559      1.246          7        640:  93%|█████████▎| 483/519 [03:46<00:15,  2.26it/s]
      38/80      0.94G     0.9738      1.631     0.6559      1.246          7        640:  93%|█████████▎| 484/519 [03:46<00:13,  2.64it/s]
      38/80      0.94G     0.9733      1.631     0.6555      1.246         10        640:  93%|█████████▎| 484/519 [03:47<00:13,  2.64it/s]
      38/80      0.94G     0.9733      1.631     0.6555      1.246         10        640:  93%|█████████▎| 485/519 [03:47<00:26,  1.30it/s]
      38/80      0.94G      0.973      1.632     0.6551      1.245          9        640:  93%|█████████▎| 485/519 [03:48<00:26,  1.30it/s]
      38/80      0.94G      0.973      1.632     0.6551      1.245          9        640:  94%|█████████▎| 486/519 [03:48<00:19,  1.68it/s]
      38/80      0.94G     0.9725      1.631     0.6546      1.245          7        640:  94%|█████████▎| 486/519 [03:48<00:19,  1.68it/s]
      38/80      0.94G     0.9725      1.631     0.6546      1.245          7        640:  94%|█████████▍| 487/519 [03:48<00:15,  2.06it/s]
      38/80      0.94G      0.973       1.63     0.6544      1.246          4        640:  94%|█████████▍| 487/519 [03:48<00:15,  2.06it/s]
      38/80      0.94G      0.973       1.63     0.6544      1.246          4        640:  94%|█████████▍| 488/519 [03:48<00:12,  2.47it/s]
      38/80      0.94G      0.973      1.629     0.6543      1.246          7        640:  94%|█████████▍| 488/519 [03:49<00:12,  2.47it/s]
      38/80      0.94G      0.973      1.629     0.6543      1.246          7        640:  94%|█████████▍| 489/519 [03:49<00:19,  1.51it/s]
      38/80      0.94G      0.973       1.63     0.6545      1.247          7        640:  94%|█████████▍| 489/519 [03:50<00:19,  1.51it/s]
      38/80      0.94G      0.973       1.63     0.6545      1.247          7        640:  94%|█████████▍| 490/519 [03:50<00:16,  1.79it/s]
      38/80      0.94G     0.9726       1.63     0.6546      1.247         10        640:  94%|█████████▍| 490/519 [03:50<00:16,  1.79it/s]
      38/80      0.94G     0.9726       1.63     0.6546      1.247         10        640:  95%|█████████▍| 491/519 [03:50<00:13,  2.12it/s]
      38/80      0.94G      0.972      1.629     0.6541      1.246         14        640:  95%|█████████▍| 491/519 [03:50<00:13,  2.12it/s]
      38/80      0.94G      0.972      1.629     0.6541      1.246         14        640:  95%|█████████▍| 492/519 [03:50<00:10,  2.57it/s]
      38/80      0.94G     0.9721      1.628     0.6539      1.246          7        640:  95%|█████████▍| 492/519 [03:51<00:10,  2.57it/s]
      38/80      0.94G     0.9721      1.628     0.6539      1.246          7        640:  95%|█████████▍| 493/519 [03:51<00:14,  1.75it/s]
      38/80      0.94G     0.9718      1.627     0.6536      1.246          9        640:  95%|█████████▍| 493/519 [03:51<00:14,  1.75it/s]
      38/80      0.94G     0.9718      1.627     0.6536      1.246          9        640:  95%|█████████▌| 494/519 [03:51<00:11,  2.17it/s]
      38/80      0.94G     0.9714      1.627     0.6534      1.246         12        640:  95%|█████████▌| 494/519 [03:52<00:11,  2.17it/s]
      38/80      0.94G     0.9714      1.627     0.6534      1.246         12        640:  95%|█████████▌| 495/519 [03:52<00:09,  2.56it/s]
      38/80      0.94G     0.9718      1.627     0.6533      1.246          9        640:  95%|█████████▌| 495/519 [03:52<00:09,  2.56it/s]
      38/80      0.94G     0.9718      1.627     0.6533      1.246          9        640:  96%|█████████▌| 496/519 [03:52<00:07,  3.05it/s]
      38/80      0.94G     0.9732      1.627      0.654      1.247          7        640:  96%|█████████▌| 496/519 [03:53<00:07,  3.05it/s]
      38/80      0.94G     0.9732      1.627      0.654      1.247          7        640:  96%|█████████▌| 497/519 [03:53<00:11,  1.89it/s]
      38/80      0.94G     0.9728      1.627      0.654      1.247          7        640:  96%|█████████▌| 497/519 [03:53<00:11,  1.89it/s]
      38/80      0.94G     0.9728      1.627      0.654      1.247          7        640:  96%|█████████▌| 498/519 [03:53<00:09,  2.21it/s]
      38/80      0.94G     0.9732      1.628     0.6546      1.247         10        640:  96%|█████████▌| 498/519 [03:53<00:09,  2.21it/s]
      38/80      0.94G     0.9732      1.628     0.6546      1.247         10        640:  96%|█████████▌| 499/519 [03:53<00:07,  2.68it/s]
      38/80      0.94G     0.9726      1.628     0.6542      1.246          9        640:  96%|█████████▌| 499/519 [03:53<00:07,  2.68it/s]
      38/80      0.94G     0.9726      1.628     0.6542      1.246          9        640:  96%|█████████▋| 500/519 [03:53<00:06,  3.04it/s]
      38/80      0.94G     0.9726      1.627      0.654      1.246          9        640:  96%|█████████▋| 500/519 [03:54<00:06,  3.04it/s]
      38/80      0.94G     0.9726      1.627      0.654      1.246          9        640:  97%|█████████▋| 501/519 [03:54<00:07,  2.31it/s]
      38/80      0.94G     0.9724      1.628     0.6543      1.246          7        640:  97%|█████████▋| 501/519 [03:55<00:07,  2.31it/s]
      38/80      0.94G     0.9724      1.628     0.6543      1.246          7        640:  97%|█████████▋| 502/519 [03:55<00:09,  1.85it/s]
      38/80      0.94G     0.9722      1.627     0.6542      1.246         12        640:  97%|█████████▋| 502/519 [03:55<00:09,  1.85it/s]
      38/80      0.94G     0.9722      1.627     0.6542      1.246         12        640:  97%|█████████▋| 503/519 [03:55<00:07,  2.28it/s]
      38/80      0.94G      0.972      1.627     0.6539      1.246         12        640:  97%|█████████▋| 503/519 [03:55<00:07,  2.28it/s]
      38/80      0.94G      0.972      1.627     0.6539      1.246         12        640:  97%|█████████▋| 504/519 [03:55<00:05,  2.66it/s]
      38/80      0.94G     0.9718      1.626     0.6537      1.246         11        640:  97%|█████████▋| 504/519 [03:56<00:05,  2.66it/s]
      38/80      0.94G     0.9718      1.626     0.6537      1.246         11        640:  97%|█████████▋| 505/519 [03:56<00:05,  2.55it/s]
      38/80      0.94G     0.9728      1.627     0.6543      1.246          8        640:  97%|█████████▋| 505/519 [03:57<00:05,  2.55it/s]
      38/80      0.94G     0.9728      1.627     0.6543      1.246          8        640:  97%|█████████▋| 506/519 [03:57<00:09,  1.40it/s]
      38/80      0.94G     0.9728      1.626      0.654      1.246         14        640:  97%|█████████▋| 506/519 [03:57<00:09,  1.40it/s]
      38/80      0.94G     0.9728      1.626      0.654      1.246         14        640:  98%|█████████▊| 507/519 [03:57<00:06,  1.72it/s]
      38/80      0.94G      0.973      1.627     0.6539      1.246         11        640:  98%|█████████▊| 507/519 [03:58<00:06,  1.72it/s]
      38/80      0.94G      0.973      1.627     0.6539      1.246         11        640:  98%|█████████▊| 508/519 [03:58<00:05,  2.09it/s]
      38/80      0.94G     0.9729      1.628     0.6544      1.246         11        640:  98%|█████████▊| 508/519 [03:58<00:05,  2.09it/s]
      38/80      0.94G     0.9729      1.628     0.6544      1.246         11        640:  98%|█████████▊| 509/519 [03:58<00:03,  2.54it/s]
      38/80      0.94G     0.9727      1.627     0.6541      1.246          9        640:  98%|█████████▊| 509/519 [03:59<00:03,  2.54it/s]
      38/80      0.94G     0.9727      1.627     0.6541      1.246          9        640:  98%|█████████▊| 510/519 [03:59<00:05,  1.50it/s]
      38/80      0.94G      0.972      1.626     0.6538      1.245         11        640:  98%|█████████▊| 510/519 [03:59<00:05,  1.50it/s]
      38/80      0.94G      0.972      1.626     0.6538      1.245         11        640:  98%|█████████▊| 511/519 [03:59<00:04,  1.90it/s]
      38/80      0.94G     0.9719      1.625     0.6535      1.245         13        640:  98%|█████████▊| 511/519 [04:00<00:04,  1.90it/s]
      38/80      0.94G     0.9719      1.625     0.6535      1.245         13        640:  99%|█████████▊| 512/519 [04:00<00:02,  2.37it/s]
      38/80      0.94G     0.9713      1.624     0.6532      1.245         13        640:  99%|█████████▊| 512/519 [04:00<00:02,  2.37it/s]
      38/80      0.94G     0.9713      1.624     0.6532      1.245         13        640:  99%|█████████▉| 513/519 [04:00<00:02,  2.90it/s]
      38/80      0.94G     0.9713      1.624     0.6533      1.244         10        640:  99%|█████████▉| 513/519 [04:00<00:02,  2.90it/s]
      38/80      0.94G     0.9713      1.624     0.6533      1.244         10        640:  99%|█████████▉| 514/519 [04:00<00:02,  2.32it/s]
      38/80      0.94G     0.9709      1.623     0.6528      1.245          8        640:  99%|█████████▉| 514/519 [04:00<00:02,  2.32it/s]
      38/80      0.94G     0.9709      1.623     0.6528      1.245          8        640:  99%|█████████▉| 515/519 [04:00<00:01,  2.97it/s]
      38/80      0.94G     0.9706      1.623     0.6525      1.245          9        640:  99%|█████████▉| 515/519 [04:01<00:01,  2.97it/s]
      38/80      0.94G     0.9706      1.623     0.6525      1.245          9        640:  99%|█████████▉| 516/519 [04:01<00:00,  3.74it/s]
      38/80      0.94G     0.9705      1.623     0.6524      1.245         15        640:  99%|█████████▉| 516/519 [04:01<00:00,  3.74it/s]
      38/80      0.94G     0.9703      1.624     0.6523      1.244         10        640:  99%|█████████▉| 516/519 [04:01<00:00,  3.74it/s]
      38/80      0.94G     0.9703      1.624     0.6523      1.244         10        640: 100%|█████████▉| 518/519 [04:01<00:00,  4.31it/s]
      38/80      0.94G       0.97      1.623     0.6523      1.244          6        640: 100%|█████████▉| 518/519 [04:01<00:00,  4.31it/s]
      38/80      0.94G       0.97      1.623     0.6523      1.244          6        640: 100%|██████████| 519/519 [04:01<00:00,  2.15it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:43,  6.30s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:59,  2.85s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:47,  1.74s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:17,  1.27s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<01:01,  1.02s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:50,  1.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:43,  1.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:37,  1.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:32,  1.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:26,  2.08it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:22,  2.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:22,  2.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:23,  2.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:22,  2.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:23,  2.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:23,  1.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:22,  2.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:23,  1.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:15<00:25,  1.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:26,  1.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  1.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:18,  2.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.31it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.56it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:05,  5.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:18<00:04,  6.41it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  7.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:19<00:03,  6.56it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.42it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.47it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:20<00:02,  6.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.59it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  7.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:21<00:01,  8.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:00,  9.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  89%|████████▉ | 58/65 [00:22<00:00,  9.51it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.60it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.80it/s]
+                   all        519        519      0.967       0.94      0.977      0.733       0.97      0.956      0.984      0.716
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
      39/80      0.94G     0.7676      1.169      0.505      1.084         14        640:   0%|          | 0/519 [00:04<?, ?it/s]
      39/80      0.94G     0.7676      1.169      0.505      1.084         14        640:   0%|          | 1/519 [00:04<35:00,  4.06s/it]
      39/80      0.94G      0.771      1.509     0.5472      1.134          9        640:   0%|          | 1/519 [00:04<35:00,  4.06s/it]
      39/80      0.94G      0.771      1.509     0.5472      1.134          9        640:   0%|          | 2/519 [00:04<15:18,  1.78s/it]
      39/80      0.94G     0.9063      1.715     0.5937      1.245          6        640:   0%|          | 2/519 [00:04<15:18,  1.78s/it]
      39/80      0.94G     0.9063      1.715     0.5937      1.245          6        640:   1%|          | 3/519 [00:04<09:41,  1.13s/it]
      39/80      0.94G     0.8895      1.617     0.5808       1.25         11        640:   1%|          | 3/519 [00:04<09:41,  1.13s/it]
      39/80      0.94G     0.8895      1.617     0.5808       1.25         11        640:   1%|          | 4/519 [00:04<06:37,  1.29it/s]
      39/80      0.94G     0.8787      1.632     0.5608      1.235         10        640:   1%|          | 4/519 [00:05<06:37,  1.29it/s]
      39/80      0.94G     0.8787      1.632     0.5608      1.235         10        640:   1%|          | 5/519 [00:05<06:30,  1.32it/s]
      39/80      0.94G     0.8685      1.606      0.572      1.234         11        640:   1%|          | 5/519 [00:05<06:30,  1.32it/s]
      39/80      0.94G     0.8685      1.606      0.572      1.234         11        640:   1%|          | 6/519 [00:05<05:00,  1.71it/s]
      39/80      0.94G     0.8679      1.524     0.5886      1.232          9        640:   1%|          | 6/519 [00:06<05:00,  1.71it/s]
      39/80      0.94G     0.8679      1.524     0.5886      1.232          9        640:   1%|▏         | 7/519 [00:06<04:00,  2.13it/s]
      39/80      0.94G      0.882      1.516     0.5869      1.223         12        640:   1%|▏         | 7/519 [00:06<04:00,  2.13it/s]
      39/80      0.94G      0.882      1.516     0.5869      1.223         12        640:   2%|▏         | 8/519 [00:06<03:24,  2.50it/s]
      39/80      0.94G     0.9447      1.531     0.6029      1.254          8        640:   2%|▏         | 8/519 [00:07<03:24,  2.50it/s]
      39/80      0.94G     0.9447      1.531     0.6029      1.254          8        640:   2%|▏         | 9/519 [00:07<04:57,  1.72it/s]
      39/80      0.94G     0.9352      1.507     0.5912      1.241         10        640:   2%|▏         | 9/519 [00:07<04:57,  1.72it/s]
      39/80      0.94G     0.9352      1.507     0.5912      1.241         10        640:   2%|▏         | 10/519 [00:07<04:54,  1.73it/s]
      39/80      0.94G     0.9422      1.524     0.5844       1.24         10        640:   2%|▏         | 10/519 [00:08<04:54,  1.73it/s]
      39/80      0.94G     0.9422      1.524     0.5844       1.24         10        640:   2%|▏         | 11/519 [00:08<03:59,  2.12it/s]
      39/80      0.94G     0.9752      1.531     0.5909      1.251         11        640:   2%|▏         | 11/519 [00:08<03:59,  2.12it/s]
      39/80      0.94G     0.9752      1.531     0.5909      1.251         11        640:   2%|▏         | 12/519 [00:08<03:19,  2.54it/s]
      39/80      0.94G     0.9706      1.509     0.5865      1.241         11        640:   2%|▏         | 12/519 [00:08<03:19,  2.54it/s]
      39/80      0.94G     0.9706      1.509     0.5865      1.241         11        640:   3%|▎         | 13/519 [00:08<03:46,  2.23it/s]
      39/80      0.94G     0.9567      1.525     0.5836      1.238          9        640:   3%|▎         | 13/519 [00:09<03:46,  2.23it/s]
      39/80      0.94G     0.9567      1.525     0.5836      1.238          9        640:   3%|▎         | 14/519 [00:09<04:22,  1.92it/s]
      39/80      0.94G     0.9448      1.514     0.5759      1.221         12        640:   3%|▎         | 14/519 [00:09<04:22,  1.92it/s]
      39/80      0.94G     0.9448      1.514     0.5759      1.221         12        640:   3%|▎         | 15/519 [00:09<03:37,  2.32it/s]
      39/80      0.94G     0.9519      1.524     0.5752      1.226          8        640:   3%|▎         | 15/519 [00:10<03:37,  2.32it/s]
      39/80      0.94G     0.9519      1.524     0.5752      1.226          8        640:   3%|▎         | 16/519 [00:10<03:12,  2.61it/s]
      39/80      0.94G     0.9415       1.51     0.5881      1.228          9        640:   3%|▎         | 16/519 [00:10<03:12,  2.61it/s]
      39/80      0.94G     0.9415       1.51     0.5881      1.228          9        640:   3%|▎         | 17/519 [00:10<03:47,  2.21it/s]
      39/80      0.94G      0.948      1.504     0.5838      1.244          9        640:   3%|▎         | 17/519 [00:11<03:47,  2.21it/s]
      39/80      0.94G      0.948      1.504     0.5838      1.244          9        640:   3%|▎         | 18/519 [00:11<03:37,  2.31it/s]
      39/80      0.94G     0.9626      1.517     0.5904      1.259          6        640:   3%|▎         | 18/519 [00:11<03:37,  2.31it/s]
      39/80      0.94G     0.9626      1.517     0.5904      1.259          6        640:   4%|▎         | 19/519 [00:11<03:23,  2.46it/s]
      39/80      0.94G     0.9596      1.529     0.5938      1.255         12        640:   4%|▎         | 19/519 [00:11<03:23,  2.46it/s]
      39/80      0.94G     0.9596      1.529     0.5938      1.255         12        640:   4%|▍         | 20/519 [00:11<03:01,  2.75it/s]
      39/80      0.94G      0.996      1.575     0.6211       1.28          9        640:   4%|▍         | 20/519 [00:11<03:01,  2.75it/s]
      39/80      0.94G      0.996      1.575     0.6211       1.28          9        640:   4%|▍         | 21/519 [00:11<02:51,  2.90it/s]
      39/80      0.94G      1.004      1.547     0.6124      1.288          6        640:   4%|▍         | 21/519 [00:12<02:51,  2.90it/s]
      39/80      0.94G      1.004      1.547     0.6124      1.288          6        640:   4%|▍         | 22/519 [00:12<03:58,  2.09it/s]
      39/80      0.94G     0.9961      1.547     0.6053      1.285          9        640:   4%|▍         | 22/519 [00:12<03:58,  2.09it/s]
      39/80      0.94G     0.9961      1.547     0.6053      1.285          9        640:   4%|▍         | 23/519 [00:12<03:19,  2.48it/s]
      39/80      0.94G     0.9988      1.557     0.6018      1.286         14        640:   4%|▍         | 23/519 [00:13<03:19,  2.48it/s]
      39/80      0.94G     0.9988      1.557     0.6018      1.286         14        640:   5%|▍         | 24/519 [00:13<03:01,  2.73it/s]
      39/80      0.94G     0.9842      1.546     0.5969      1.276          9        640:   5%|▍         | 24/519 [00:13<03:01,  2.73it/s]
      39/80      0.94G     0.9842      1.546     0.5969      1.276          9        640:   5%|▍         | 25/519 [00:13<03:18,  2.49it/s]
      39/80      0.94G     0.9804       1.55     0.5972       1.27          9        640:   5%|▍         | 25/519 [00:14<03:18,  2.49it/s]
      39/80      0.94G     0.9804       1.55     0.5972       1.27          9        640:   5%|▌         | 26/519 [00:14<04:47,  1.72it/s]
      39/80      0.94G     0.9739      1.561     0.5991       1.27         10        640:   5%|▌         | 26/519 [00:15<04:47,  1.72it/s]
      39/80      0.94G     0.9739      1.561     0.5991       1.27         10        640:   5%|▌         | 27/519 [00:15<04:03,  2.02it/s]
      39/80      0.94G     0.9813      1.586     0.6083      1.272         12        640:   5%|▌         | 27/519 [00:15<04:03,  2.02it/s]
      39/80      0.94G     0.9813      1.586     0.6083      1.272         12        640:   5%|▌         | 28/519 [00:15<03:17,  2.48it/s]
      39/80      0.94G     0.9736      1.572     0.6019      1.267          9        640:   5%|▌         | 28/519 [00:15<03:17,  2.48it/s]
      39/80      0.94G     0.9736      1.572     0.6019      1.267          9        640:   6%|▌         | 29/519 [00:15<03:44,  2.18it/s]
      39/80      0.94G     0.9707       1.59     0.6001      1.264         10        640:   6%|▌         | 29/519 [00:16<03:44,  2.18it/s]
      39/80      0.94G     0.9707       1.59     0.6001      1.264         10        640:   6%|▌         | 30/519 [00:16<03:52,  2.11it/s]
      39/80      0.94G     0.9692      1.573     0.6011      1.267          6        640:   6%|▌         | 30/519 [00:16<03:52,  2.11it/s]
      39/80      0.94G     0.9692      1.573     0.6011      1.267          6        640:   6%|▌         | 31/519 [00:16<03:19,  2.45it/s]
      39/80      0.94G     0.9726      1.608      0.606      1.273         11        640:   6%|▌         | 31/519 [00:16<03:19,  2.45it/s]
      39/80      0.94G     0.9726      1.608      0.606      1.273         11        640:   6%|▌         | 32/519 [00:16<02:45,  2.94it/s]
      39/80      0.94G     0.9648        1.6     0.6023      1.265         12        640:   6%|▌         | 32/519 [00:17<02:45,  2.94it/s]
      39/80      0.94G     0.9648        1.6     0.6023      1.265         12        640:   6%|▋         | 33/519 [00:17<03:11,  2.53it/s]
      39/80      0.94G      0.962      1.599      0.598      1.262         11        640:   6%|▋         | 33/519 [00:18<03:11,  2.53it/s]
      39/80      0.94G      0.962      1.599      0.598      1.262         11        640:   7%|▋         | 34/519 [00:18<05:16,  1.53it/s]
      39/80      0.94G     0.9584      1.597     0.5976      1.258          9        640:   7%|▋         | 34/519 [00:18<05:16,  1.53it/s]
      39/80      0.94G     0.9584      1.597     0.5976      1.258          9        640:   7%|▋         | 35/519 [00:18<04:30,  1.79it/s]
      39/80      0.94G     0.9508      1.593      0.593      1.251         10        640:   7%|▋         | 35/519 [00:19<04:30,  1.79it/s]
      39/80      0.94G     0.9508      1.593      0.593      1.251         10        640:   7%|▋         | 36/519 [00:19<03:44,  2.15it/s]
      39/80      0.94G     0.9558      1.614     0.5956      1.255          9        640:   7%|▋         | 36/519 [00:19<03:44,  2.15it/s]
      39/80      0.94G     0.9558      1.614     0.5956      1.255          9        640:   7%|▋         | 37/519 [00:19<03:05,  2.60it/s]
      39/80      0.94G      0.954      1.601     0.5978      1.255         10        640:   7%|▋         | 37/519 [00:20<03:05,  2.60it/s]
      39/80      0.94G      0.954      1.601     0.5978      1.255         10        640:   7%|▋         | 38/519 [00:20<05:46,  1.39it/s]
      39/80      0.94G     0.9477      1.597     0.5929      1.249          7        640:   7%|▋         | 38/519 [00:21<05:46,  1.39it/s]
      39/80      0.94G     0.9477      1.597     0.5929      1.249          7        640:   8%|▊         | 39/519 [00:21<04:41,  1.70it/s]
      39/80      0.94G     0.9521      1.598      0.594       1.25          8        640:   8%|▊         | 39/519 [00:21<04:41,  1.70it/s]
      39/80      0.94G     0.9521      1.598      0.594       1.25          8        640:   8%|▊         | 40/519 [00:21<03:49,  2.09it/s]
      39/80      0.94G     0.9492      1.592     0.5891      1.245         11        640:   8%|▊         | 40/519 [00:21<03:49,  2.09it/s]
      39/80      0.94G     0.9492      1.592     0.5891      1.245         11        640:   8%|▊         | 41/519 [00:21<03:15,  2.44it/s]
      39/80      0.94G      0.944      1.575     0.5869       1.24         13        640:   8%|▊         | 41/519 [00:22<03:15,  2.44it/s]
      39/80      0.94G      0.944      1.575     0.5869       1.24         13        640:   8%|▊         | 42/519 [00:22<03:32,  2.25it/s]
      39/80      0.94G     0.9514      1.589     0.5953      1.244         12        640:   8%|▊         | 42/519 [00:22<03:32,  2.25it/s]
      39/80      0.94G     0.9514      1.589     0.5953      1.244         12        640:   8%|▊         | 43/519 [00:22<03:15,  2.43it/s]
      39/80      0.94G     0.9491      1.592     0.5922      1.243          9        640:   8%|▊         | 43/519 [00:22<03:15,  2.43it/s]
      39/80      0.94G     0.9491      1.592     0.5922      1.243          9        640:   8%|▊         | 44/519 [00:22<02:44,  2.88it/s]
      39/80      0.94G     0.9471      1.587     0.5968      1.239          9        640:   8%|▊         | 44/519 [00:23<02:44,  2.88it/s]
      39/80      0.94G     0.9471      1.587     0.5968      1.239          9        640:   9%|▊         | 45/519 [00:23<03:12,  2.47it/s]
      39/80      0.94G     0.9453       1.59     0.5944      1.235         11        640:   9%|▊         | 45/519 [00:23<03:12,  2.47it/s]
      39/80      0.94G     0.9453       1.59     0.5944      1.235         11        640:   9%|▉         | 46/519 [00:23<03:40,  2.15it/s]
      39/80      0.94G     0.9469       1.59      0.598      1.236         12        640:   9%|▉         | 46/519 [00:23<03:40,  2.15it/s]
      39/80      0.94G     0.9469       1.59      0.598      1.236         12        640:   9%|▉         | 47/519 [00:23<03:05,  2.54it/s]
      39/80      0.94G      0.953      1.596     0.6002       1.24          8        640:   9%|▉         | 47/519 [00:24<03:05,  2.54it/s]
      39/80      0.94G      0.953      1.596     0.6002       1.24          8        640:   9%|▉         | 48/519 [00:24<02:43,  2.88it/s]
      39/80      0.94G     0.9522      1.603     0.5999      1.239         12        640:   9%|▉         | 48/519 [00:25<02:43,  2.88it/s]
      39/80      0.94G     0.9522      1.603     0.5999      1.239         12        640:   9%|▉         | 49/519 [00:25<03:50,  2.04it/s]
      39/80      0.94G     0.9572      1.604      0.608      1.243          8        640:   9%|▉         | 49/519 [00:25<03:50,  2.04it/s]
      39/80      0.94G     0.9572      1.604      0.608      1.243          8        640:  10%|▉         | 50/519 [00:25<03:11,  2.45it/s]
      39/80      0.94G     0.9571      1.598     0.6077      1.241         14        640:  10%|▉         | 50/519 [00:25<03:11,  2.45it/s]
      39/80      0.94G     0.9571      1.598     0.6077      1.241         14        640:  10%|▉         | 51/519 [00:25<03:03,  2.54it/s]
      39/80      0.94G     0.9548      1.599     0.6082       1.24         10        640:  10%|▉         | 51/519 [00:25<03:03,  2.54it/s]
      39/80      0.94G     0.9548      1.599     0.6082       1.24         10        640:  10%|█         | 52/519 [00:25<02:42,  2.88it/s]
      39/80      0.94G     0.9582      1.599     0.6107      1.241          8        640:  10%|█         | 52/519 [00:26<02:42,  2.88it/s]
      39/80      0.94G     0.9582      1.599     0.6107      1.241          8        640:  10%|█         | 53/519 [00:26<04:27,  1.74it/s]
      39/80      0.94G     0.9638        1.6     0.6108      1.244          7        640:  10%|█         | 53/519 [00:27<04:27,  1.74it/s]
      39/80      0.94G     0.9638        1.6     0.6108      1.244          7        640:  10%|█         | 54/519 [00:27<03:33,  2.18it/s]
      39/80      0.94G     0.9609      1.603     0.6073      1.241          8        640:  10%|█         | 54/519 [00:27<03:33,  2.18it/s]
      39/80      0.94G     0.9609      1.603     0.6073      1.241          8        640:  11%|█         | 55/519 [00:27<03:14,  2.39it/s]
      39/80      0.94G     0.9588      1.601     0.6052      1.238         12        640:  11%|█         | 55/519 [00:27<03:14,  2.39it/s]
      39/80      0.94G     0.9588      1.601     0.6052      1.238         12        640:  11%|█         | 56/519 [00:27<02:47,  2.77it/s]
      39/80      0.94G     0.9591      1.594     0.6035      1.237          9        640:  11%|█         | 56/519 [00:28<02:47,  2.77it/s]
      39/80      0.94G     0.9591      1.594     0.6035      1.237          9        640:  11%|█         | 57/519 [00:28<04:00,  1.92it/s]
      39/80      0.94G     0.9567      1.596     0.6022      1.235         10        640:  11%|█         | 57/519 [00:28<04:00,  1.92it/s]
      39/80      0.94G     0.9567      1.596     0.6022      1.235         10        640:  11%|█         | 58/519 [00:28<03:22,  2.28it/s]
      39/80      0.94G     0.9536      1.588     0.5993      1.234         12        640:  11%|█         | 58/519 [00:29<03:22,  2.28it/s]
      39/80      0.94G     0.9536      1.588     0.5993      1.234         12        640:  11%|█▏        | 59/519 [00:29<03:31,  2.17it/s]
      39/80      0.94G     0.9606      1.593     0.5992      1.234         13        640:  11%|█▏        | 59/519 [00:29<03:31,  2.17it/s]
      39/80      0.94G     0.9606      1.593     0.5992      1.234         13        640:  12%|█▏        | 60/519 [00:29<03:03,  2.51it/s]
      39/80      0.94G     0.9588      1.594     0.6017      1.233         12        640:  12%|█▏        | 60/519 [00:30<03:03,  2.51it/s]
      39/80      0.94G     0.9588      1.594     0.6017      1.233         12        640:  12%|█▏        | 61/519 [00:30<03:54,  1.96it/s]
      39/80      0.94G     0.9573      1.589     0.6033       1.23         11        640:  12%|█▏        | 61/519 [00:30<03:54,  1.96it/s]
      39/80      0.94G     0.9573      1.589     0.6033       1.23         11        640:  12%|█▏        | 62/519 [00:30<03:14,  2.35it/s]
      39/80      0.94G     0.9532      1.585     0.6024      1.227          8        640:  12%|█▏        | 62/519 [00:30<03:14,  2.35it/s]
      39/80      0.94G     0.9532      1.585     0.6024      1.227          8        640:  12%|█▏        | 63/519 [00:30<03:01,  2.51it/s]
      39/80      0.94G     0.9495      1.582      0.601      1.224         11        640:  12%|█▏        | 63/519 [00:31<03:01,  2.51it/s]
      39/80      0.94G     0.9495      1.582      0.601      1.224         11        640:  12%|█▏        | 64/519 [00:31<02:46,  2.73it/s]
      39/80      0.94G     0.9501      1.594      0.602      1.224         10        640:  12%|█▏        | 64/519 [00:31<02:46,  2.73it/s]
      39/80      0.94G     0.9501      1.594      0.602      1.224         10        640:  13%|█▎        | 65/519 [00:31<02:49,  2.69it/s]
      39/80      0.94G     0.9547      1.593     0.6039      1.225          8        640:  13%|█▎        | 65/519 [00:31<02:49,  2.69it/s]
      39/80      0.94G     0.9547      1.593     0.6039      1.225          8        640:  13%|█▎        | 66/519 [00:31<02:33,  2.96it/s]
      39/80      0.94G     0.9593      1.596     0.6088       1.23         10        640:  13%|█▎        | 66/519 [00:32<02:33,  2.96it/s]
      39/80      0.94G     0.9593      1.596     0.6088       1.23         10        640:  13%|█▎        | 67/519 [00:32<03:06,  2.42it/s]
      39/80      0.94G     0.9615      1.597     0.6103      1.232         10        640:  13%|█▎        | 67/519 [00:32<03:06,  2.42it/s]
      39/80      0.94G     0.9615      1.597     0.6103      1.232         10        640:  13%|█▎        | 68/519 [00:32<02:47,  2.69it/s]
      39/80      0.94G     0.9594      1.592     0.6125      1.231         11        640:  13%|█▎        | 68/519 [00:33<02:47,  2.69it/s]
      39/80      0.94G     0.9594      1.592     0.6125      1.231         11        640:  13%|█▎        | 69/519 [00:33<03:24,  2.20it/s]
      39/80      0.94G     0.9564      1.589     0.6102      1.229          7        640:  13%|█▎        | 69/519 [00:33<03:24,  2.20it/s]
      39/80      0.94G     0.9564      1.589     0.6102      1.229          7        640:  13%|█▎        | 70/519 [00:33<03:07,  2.40it/s]
      39/80      0.94G     0.9552      1.582     0.6091       1.23          8        640:  13%|█▎        | 70/519 [00:34<03:07,  2.40it/s]
      39/80      0.94G     0.9552      1.582     0.6091       1.23          8        640:  14%|█▎        | 71/519 [00:34<04:40,  1.60it/s]
      39/80      0.94G     0.9576      1.585     0.6098       1.23          8        640:  14%|█▎        | 71/519 [00:35<04:40,  1.60it/s]
      39/80      0.94G     0.9576      1.585     0.6098       1.23          8        640:  14%|█▍        | 72/519 [00:35<03:44,  1.99it/s]
      39/80      0.94G     0.9552      1.584     0.6069       1.23         14        640:  14%|█▍        | 72/519 [00:35<03:44,  1.99it/s]
      39/80      0.94G     0.9552      1.584     0.6069       1.23         14        640:  14%|█▍        | 73/519 [00:35<03:23,  2.19it/s]
      39/80      0.94G     0.9517      1.579     0.6062      1.227          8        640:  14%|█▍        | 73/519 [00:35<03:23,  2.19it/s]
      39/80      0.94G     0.9517      1.579     0.6062      1.227          8        640:  14%|█▍        | 74/519 [00:35<03:21,  2.20it/s]
      39/80      0.94G     0.9499      1.579      0.604      1.226          9        640:  14%|█▍        | 74/519 [00:36<03:21,  2.20it/s]
      39/80      0.94G     0.9499      1.579      0.604      1.226          9        640:  14%|█▍        | 75/519 [00:36<03:59,  1.85it/s]
      39/80      0.94G     0.9496      1.578     0.6033      1.224         13        640:  14%|█▍        | 75/519 [00:36<03:59,  1.85it/s]
      39/80      0.94G     0.9496      1.578     0.6033      1.224         13        640:  15%|█▍        | 76/519 [00:36<03:15,  2.26it/s]
      39/80      0.94G     0.9496      1.581     0.6029      1.222         15        640:  15%|█▍        | 76/519 [00:37<03:15,  2.26it/s]
      39/80      0.94G     0.9496      1.581     0.6029      1.222         15        640:  15%|█▍        | 77/519 [00:37<02:48,  2.62it/s]
      39/80      0.94G     0.9454      1.574     0.5996      1.219          8        640:  15%|█▍        | 77/519 [00:37<02:48,  2.62it/s]
      39/80      0.94G     0.9454      1.574     0.5996      1.219          8        640:  15%|█▌        | 78/519 [00:37<03:01,  2.42it/s]
      39/80      0.94G     0.9432      1.581     0.5994      1.218         11        640:  15%|█▌        | 78/519 [00:38<03:01,  2.42it/s]
      39/80      0.94G     0.9432      1.581     0.5994      1.218         11        640:  15%|█▌        | 79/519 [00:38<04:20,  1.69it/s]
      39/80      0.94G     0.9425      1.582     0.5991      1.217         10        640:  15%|█▌        | 79/519 [00:38<04:20,  1.69it/s]
      39/80      0.94G     0.9425      1.582     0.5991      1.217         10        640:  15%|█▌        | 80/519 [00:38<03:24,  2.14it/s]
      39/80      0.94G     0.9409       1.58     0.5971      1.215         10        640:  15%|█▌        | 80/519 [00:38<03:24,  2.14it/s]
      39/80      0.94G     0.9409       1.58     0.5971      1.215         10        640:  16%|█▌        | 81/519 [00:38<02:55,  2.50it/s]
      39/80      0.94G      0.943      1.579     0.6026      1.216         11        640:  16%|█▌        | 81/519 [00:39<02:55,  2.50it/s]
      39/80      0.94G      0.943      1.579     0.6026      1.216         11        640:  16%|█▌        | 82/519 [00:39<03:20,  2.18it/s]
      39/80      0.94G     0.9413      1.578     0.6009      1.215         13        640:  16%|█▌        | 82/519 [00:40<03:20,  2.18it/s]
      39/80      0.94G     0.9413      1.578     0.6009      1.215         13        640:  16%|█▌        | 83/519 [00:40<03:52,  1.87it/s]
      39/80      0.94G     0.9418      1.582     0.6028      1.216         10        640:  16%|█▌        | 83/519 [00:40<03:52,  1.87it/s]
      39/80      0.94G     0.9418      1.582     0.6028      1.216         10        640:  16%|█▌        | 84/519 [00:40<03:20,  2.17it/s]
      39/80      0.94G     0.9426      1.581     0.6048      1.215          8        640:  16%|█▌        | 84/519 [00:40<03:20,  2.17it/s]
      39/80      0.94G     0.9426      1.581     0.6048      1.215          8        640:  16%|█▋        | 85/519 [00:40<02:47,  2.58it/s]
      39/80      0.94G     0.9382      1.577     0.6022      1.214         10        640:  16%|█▋        | 85/519 [00:41<02:47,  2.58it/s]
      39/80      0.94G     0.9382      1.577     0.6022      1.214         10        640:  17%|█▋        | 86/519 [00:41<02:37,  2.74it/s]
      39/80      0.94G     0.9381      1.574     0.6008      1.213          8        640:  17%|█▋        | 86/519 [00:41<02:37,  2.74it/s]
      39/80      0.94G     0.9381      1.574     0.6008      1.213          8        640:  17%|█▋        | 87/519 [00:41<03:34,  2.02it/s]
      39/80      0.94G     0.9389      1.573     0.6029      1.213         14        640:  17%|█▋        | 87/519 [00:42<03:34,  2.02it/s]
      39/80      0.94G     0.9389      1.573     0.6029      1.213         14        640:  17%|█▋        | 88/519 [00:42<03:00,  2.39it/s]
      39/80      0.94G     0.9438       1.58     0.6063      1.215          9        640:  17%|█▋        | 88/519 [00:42<03:00,  2.39it/s]
      39/80      0.94G     0.9438       1.58     0.6063      1.215          9        640:  17%|█▋        | 89/519 [00:42<03:45,  1.91it/s]
      39/80      0.94G     0.9436      1.581     0.6072      1.215         12        640:  17%|█▋        | 89/519 [00:43<03:45,  1.91it/s]
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      39/80      0.94G     0.9422      1.579     0.6063      1.214         10        640:  17%|█▋        | 90/519 [00:43<03:06,  2.30it/s]
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      39/80      0.94G     0.9438      1.589     0.6072      1.215          9        640:  18%|█▊        | 91/519 [00:43<03:25,  2.08it/s]
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      39/80      0.94G     0.9407      1.584     0.6064      1.213          6        640:  18%|█▊        | 92/519 [00:44<02:50,  2.50it/s]
      39/80      0.94G     0.9407      1.584     0.6064      1.213          6        640:  18%|█▊        | 93/519 [00:44<03:19,  2.13it/s]
      39/80      0.94G     0.9423      1.584     0.6074      1.214          7        640:  18%|█▊        | 93/519 [00:44<03:19,  2.13it/s]
      39/80      0.94G     0.9423      1.584     0.6074      1.214          7        640:  18%|█▊        | 94/519 [00:44<02:46,  2.55it/s]
      39/80      0.94G     0.9422      1.581     0.6077      1.214          8        640:  18%|█▊        | 94/519 [00:45<02:46,  2.55it/s]
      39/80      0.94G     0.9422      1.581     0.6077      1.214          8        640:  18%|█▊        | 95/519 [00:45<03:55,  1.80it/s]
      39/80      0.94G     0.9481       1.59     0.6149      1.218         10        640:  18%|█▊        | 95/519 [00:45<03:55,  1.80it/s]
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      39/80      0.94G     0.9464      1.585     0.6142      1.217          9        640:  18%|█▊        | 96/519 [00:46<03:13,  2.18it/s]
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      39/80      0.94G     0.9656      1.626      0.618      1.232          8        640:  31%|███       | 162/519 [01:15<02:46,  2.15it/s]
      39/80      0.94G     0.9642      1.623     0.6171      1.231         13        640:  31%|███       | 162/519 [01:15<02:46,  2.15it/s]
      39/80      0.94G     0.9642      1.623     0.6171      1.231         13        640:  31%|███▏      | 163/519 [01:15<02:24,  2.46it/s]
      39/80      0.94G      0.964      1.624     0.6172      1.231          9        640:  31%|███▏      | 163/519 [01:16<02:24,  2.46it/s]
      39/80      0.94G      0.964      1.624     0.6172      1.231          9        640:  32%|███▏      | 164/519 [01:16<03:20,  1.77it/s]
      39/80      0.94G     0.9641      1.624     0.6183      1.231         10        640:  32%|███▏      | 164/519 [01:16<03:20,  1.77it/s]
      39/80      0.94G     0.9641      1.624     0.6183      1.231         10        640:  32%|███▏      | 165/519 [01:16<02:45,  2.13it/s]
      39/80      0.94G     0.9638      1.628     0.6183       1.23         10        640:  32%|███▏      | 165/519 [01:16<02:45,  2.13it/s]
      39/80      0.94G     0.9638      1.628     0.6183       1.23         10        640:  32%|███▏      | 166/519 [01:16<02:18,  2.56it/s]
      39/80      0.94G     0.9641      1.628     0.6174      1.232          6        640:  32%|███▏      | 166/519 [01:16<02:18,  2.56it/s]
      39/80      0.94G     0.9641      1.628     0.6174      1.232          6        640:  32%|███▏      | 167/519 [01:16<02:01,  2.89it/s]
      39/80      0.94G     0.9625      1.625     0.6158       1.23          8        640:  32%|███▏      | 167/519 [01:18<02:01,  2.89it/s]
      39/80      0.94G     0.9625      1.625     0.6158       1.23          8        640:  32%|███▏      | 168/519 [01:18<03:29,  1.68it/s]
      39/80      0.94G     0.9642      1.625     0.6159      1.231         10        640:  32%|███▏      | 168/519 [01:18<03:29,  1.68it/s]
      39/80      0.94G     0.9642      1.625     0.6159      1.231         10        640:  33%|███▎      | 169/519 [01:18<02:51,  2.04it/s]
      39/80      0.94G     0.9645      1.626     0.6165       1.23         16        640:  33%|███▎      | 169/519 [01:18<02:51,  2.04it/s]
      39/80      0.94G     0.9645      1.626     0.6165       1.23         16        640:  33%|███▎      | 170/519 [01:18<02:25,  2.39it/s]
      39/80      0.94G     0.9658      1.629     0.6158      1.231         12        640:  33%|███▎      | 170/519 [01:18<02:25,  2.39it/s]
      39/80      0.94G     0.9658      1.629     0.6158      1.231         12        640:  33%|███▎      | 171/519 [01:18<02:03,  2.82it/s]
      39/80      0.94G     0.9648      1.627     0.6157      1.231          6        640:  33%|███▎      | 171/519 [01:19<02:03,  2.82it/s]
      39/80      0.94G     0.9648      1.627     0.6157      1.231          6        640:  33%|███▎      | 172/519 [01:19<03:15,  1.78it/s]
      39/80      0.94G     0.9645      1.625     0.6159      1.232          7        640:  33%|███▎      | 172/519 [01:20<03:15,  1.78it/s]
      39/80      0.94G     0.9645      1.625     0.6159      1.232          7        640:  33%|███▎      | 173/519 [01:20<02:42,  2.13it/s]
      39/80      0.94G     0.9631      1.621      0.615       1.23         15        640:  33%|███▎      | 173/519 [01:20<02:42,  2.13it/s]
      39/80      0.94G     0.9631      1.621      0.615       1.23         15        640:  34%|███▎      | 174/519 [01:20<02:16,  2.53it/s]
      39/80      0.94G     0.9627       1.62     0.6159      1.229         10        640:  34%|███▎      | 174/519 [01:20<02:16,  2.53it/s]
      39/80      0.94G     0.9627       1.62     0.6159      1.229         10        640:  34%|███▎      | 175/519 [01:20<02:00,  2.84it/s]
      39/80      0.94G     0.9635      1.627     0.6163       1.23          8        640:  34%|███▎      | 175/519 [01:21<02:00,  2.84it/s]
      39/80      0.94G     0.9635      1.627     0.6163       1.23          8        640:  34%|███▍      | 176/519 [01:21<02:59,  1.91it/s]
      39/80      0.94G     0.9642      1.629     0.6166      1.231          9        640:  34%|███▍      | 176/519 [01:21<02:59,  1.91it/s]
      39/80      0.94G     0.9642      1.629     0.6166      1.231          9        640:  34%|███▍      | 177/519 [01:21<02:29,  2.29it/s]
      39/80      0.94G     0.9631      1.627     0.6169      1.231         10        640:  34%|███▍      | 177/519 [01:22<02:29,  2.29it/s]
      39/80      0.94G     0.9631      1.627     0.6169      1.231         10        640:  34%|███▍      | 178/519 [01:22<02:53,  1.97it/s]
      39/80      0.94G     0.9623      1.628     0.6166       1.23          8        640:  34%|███▍      | 178/519 [01:22<02:53,  1.97it/s]
      39/80      0.94G     0.9623      1.628     0.6166       1.23          8        640:  34%|███▍      | 179/519 [01:22<02:35,  2.19it/s]
      39/80      0.94G     0.9615      1.632      0.616      1.229         12        640:  34%|███▍      | 179/519 [01:23<02:35,  2.19it/s]
      39/80      0.94G     0.9615      1.632      0.616      1.229         12        640:  35%|███▍      | 180/519 [01:23<02:40,  2.11it/s]
      39/80      0.94G     0.9622      1.629     0.6156       1.23          8        640:  35%|███▍      | 180/519 [01:23<02:40,  2.11it/s]
      39/80      0.94G     0.9622      1.629     0.6156       1.23          8        640:  35%|███▍      | 181/519 [01:23<02:16,  2.48it/s]
      39/80      0.94G     0.9605      1.627     0.6148      1.229         14        640:  35%|███▍      | 181/519 [01:24<02:16,  2.48it/s]
      39/80      0.94G     0.9605      1.627     0.6148      1.229         14        640:  35%|███▌      | 182/519 [01:24<03:19,  1.69it/s]
      39/80      0.94G     0.9592      1.624     0.6136      1.228          9        640:  35%|███▌      | 182/519 [01:24<03:19,  1.69it/s]
      39/80      0.94G     0.9592      1.624     0.6136      1.228          9        640:  35%|███▌      | 183/519 [01:24<02:39,  2.10it/s]
      39/80      0.94G     0.9601      1.623     0.6139      1.228         15        640:  35%|███▌      | 183/519 [01:24<02:39,  2.10it/s]
      39/80      0.94G     0.9601      1.623     0.6139      1.228         15        640:  35%|███▌      | 184/519 [01:24<02:10,  2.57it/s]
      39/80      0.94G     0.9589      1.621     0.6139      1.227         13        640:  35%|███▌      | 184/519 [01:25<02:10,  2.57it/s]
      39/80      0.94G     0.9589      1.621     0.6139      1.227         13        640:  36%|███▌      | 185/519 [01:25<01:55,  2.88it/s]
      39/80      0.94G     0.9603      1.621     0.6147      1.228         11        640:  36%|███▌      | 185/519 [01:25<01:55,  2.88it/s]
      39/80      0.94G     0.9603      1.621     0.6147      1.228         11        640:  36%|███▌      | 186/519 [01:25<02:39,  2.09it/s]
      39/80      0.94G     0.9606       1.62     0.6144      1.229          8        640:  36%|███▌      | 186/519 [01:26<02:39,  2.09it/s]
      39/80      0.94G     0.9606       1.62     0.6144      1.229          8        640:  36%|███▌      | 187/519 [01:26<02:15,  2.45it/s]
      39/80      0.94G      0.961      1.623     0.6141      1.229         13        640:  36%|███▌      | 187/519 [01:26<02:15,  2.45it/s]
      39/80      0.94G      0.961      1.623     0.6141      1.229         13        640:  36%|███▌      | 188/519 [01:26<01:53,  2.92it/s]
      39/80      0.94G     0.9605       1.62     0.6135      1.229         12        640:  36%|███▌      | 188/519 [01:26<01:53,  2.92it/s]
      39/80      0.94G     0.9605       1.62     0.6135      1.229         12        640:  36%|███▋      | 189/519 [01:26<01:42,  3.23it/s]
      39/80      0.94G     0.9613      1.619     0.6135      1.231          8        640:  36%|███▋      | 189/519 [01:28<01:42,  3.23it/s]
      39/80      0.94G     0.9613      1.619     0.6135      1.231          8        640:  37%|███▋      | 190/519 [01:28<04:02,  1.36it/s]
      39/80      0.94G     0.9617      1.619     0.6137      1.231         11        640:  37%|███▋      | 190/519 [01:28<04:02,  1.36it/s]
      39/80      0.94G     0.9617      1.619     0.6137      1.231         11        640:  37%|███▋      | 191/519 [01:28<03:17,  1.66it/s]
      39/80      0.94G     0.9616      1.619     0.6146      1.231         11        640:  37%|███▋      | 191/519 [01:28<03:17,  1.66it/s]
      39/80      0.94G     0.9616      1.619     0.6146      1.231         11        640:  37%|███▋      | 192/519 [01:28<02:36,  2.09it/s]
      39/80      0.94G     0.9618      1.619     0.6148      1.232          7        640:  37%|███▋      | 192/519 [01:29<02:36,  2.09it/s]
      39/80      0.94G     0.9618      1.619     0.6148      1.232          7        640:  37%|███▋      | 193/519 [01:29<02:13,  2.45it/s]
      39/80      0.94G     0.9625      1.622     0.6163      1.233         12        640:  37%|███▋      | 193/519 [01:30<02:13,  2.45it/s]
      39/80      0.94G     0.9625      1.622     0.6163      1.233         12        640:  37%|███▋      | 194/519 [01:30<04:06,  1.32it/s]
      39/80      0.94G     0.9611       1.62     0.6155      1.232         11        640:  37%|███▋      | 194/519 [01:30<04:06,  1.32it/s]
      39/80      0.94G     0.9611       1.62     0.6155      1.232         11        640:  38%|███▊      | 195/519 [01:30<03:21,  1.61it/s]
      39/80      0.94G     0.9615      1.624     0.6164      1.232          8        640:  38%|███▊      | 195/519 [01:31<03:21,  1.61it/s]
      39/80      0.94G     0.9615      1.624     0.6164      1.232          8        640:  38%|███▊      | 196/519 [01:31<02:48,  1.92it/s]
      39/80      0.94G     0.9614      1.625     0.6163      1.232         14        640:  38%|███▊      | 196/519 [01:31<02:48,  1.92it/s]
      39/80      0.94G     0.9614      1.625     0.6163      1.232         14        640:  38%|███▊      | 197/519 [01:31<02:24,  2.23it/s]
      39/80      0.94G     0.9619      1.627     0.6181      1.232         14        640:  38%|███▊      | 197/519 [01:32<02:24,  2.23it/s]
      39/80      0.94G     0.9619      1.627     0.6181      1.232         14        640:  38%|███▊      | 198/519 [01:32<02:51,  1.87it/s]
      39/80      0.94G     0.9619      1.625     0.6187      1.231         10        640:  38%|███▊      | 198/519 [01:32<02:51,  1.87it/s]
      39/80      0.94G     0.9619      1.625     0.6187      1.231         10        640:  38%|███▊      | 199/519 [01:32<02:18,  2.30it/s]
      39/80      0.94G     0.9625       1.63     0.6192      1.232          8        640:  38%|███▊      | 199/519 [01:32<02:18,  2.30it/s]
      39/80      0.94G     0.9625       1.63     0.6192      1.232          8        640:  39%|███▊      | 200/519 [01:32<02:03,  2.59it/s]
      39/80      0.94G     0.9636      1.631     0.6197      1.235          6        640:  39%|███▊      | 200/519 [01:32<02:03,  2.59it/s]
      39/80      0.94G     0.9636      1.631     0.6197      1.235          6        640:  39%|███▊      | 201/519 [01:32<01:45,  3.01it/s]
      39/80      0.94G     0.9641       1.63     0.6194      1.235         11        640:  39%|███▊      | 201/519 [01:33<01:45,  3.01it/s]
      39/80      0.94G     0.9641       1.63     0.6194      1.235         11        640:  39%|███▉      | 202/519 [01:33<02:05,  2.52it/s]
      39/80      0.94G     0.9654      1.632     0.6194      1.236         12        640:  39%|███▉      | 202/519 [01:33<02:05,  2.52it/s]
      39/80      0.94G     0.9654      1.632     0.6194      1.236         12        640:  39%|███▉      | 203/519 [01:33<01:48,  2.92it/s]
      39/80      0.94G     0.9643      1.633     0.6188      1.235         10        640:  39%|███▉      | 203/519 [01:33<01:48,  2.92it/s]
      39/80      0.94G     0.9643      1.633     0.6188      1.235         10        640:  39%|███▉      | 204/519 [01:33<01:36,  3.26it/s]
      39/80      0.94G      0.965      1.634     0.6206      1.236          8        640:  39%|███▉      | 204/519 [01:34<01:36,  3.26it/s]
      39/80      0.94G      0.965      1.634     0.6206      1.236          8        640:  39%|███▉      | 205/519 [01:34<01:30,  3.46it/s]
      39/80      0.94G     0.9644      1.631     0.6201      1.235         13        640:  39%|███▉      | 205/519 [01:34<01:30,  3.46it/s]
      39/80      0.94G     0.9644      1.631     0.6201      1.235         13        640:  40%|███▉      | 206/519 [01:34<01:59,  2.62it/s]
      39/80      0.94G     0.9632       1.63     0.6192      1.234         11        640:  40%|███▉      | 206/519 [01:34<01:59,  2.62it/s]
      39/80      0.94G     0.9632       1.63     0.6192      1.234         11        640:  40%|███▉      | 207/519 [01:34<01:44,  2.99it/s]
      39/80      0.94G     0.9638       1.63     0.6203      1.234          9        640:  40%|███▉      | 207/519 [01:35<01:44,  2.99it/s]
      39/80      0.94G     0.9638       1.63     0.6203      1.234          9        640:  40%|████      | 208/519 [01:35<01:57,  2.64it/s]
      39/80      0.94G     0.9626       1.63     0.6192      1.233         13        640:  40%|████      | 208/519 [01:36<01:57,  2.64it/s]
      39/80      0.94G     0.9626       1.63     0.6192      1.233         13        640:  40%|████      | 209/519 [01:36<02:25,  2.13it/s]
      39/80      0.94G     0.9632      1.632       0.62      1.233         12        640:  40%|████      | 209/519 [01:36<02:25,  2.13it/s]
      39/80      0.94G     0.9632      1.632       0.62      1.233         12        640:  40%|████      | 210/519 [01:36<02:19,  2.21it/s]
      39/80      0.94G     0.9619       1.63     0.6193      1.232         12        640:  40%|████      | 210/519 [01:36<02:19,  2.21it/s]
      39/80      0.94G     0.9619       1.63     0.6193      1.232         12        640:  41%|████      | 211/519 [01:36<02:03,  2.48it/s]
      39/80      0.94G     0.9627      1.631     0.6196      1.233         10        640:  41%|████      | 211/519 [01:37<02:03,  2.48it/s]
      39/80      0.94G     0.9627      1.631     0.6196      1.233         10        640:  41%|████      | 212/519 [01:37<01:52,  2.72it/s]
      39/80      0.94G     0.9627      1.631     0.6192      1.233         13        640:  41%|████      | 212/519 [01:38<01:52,  2.72it/s]
      39/80      0.94G     0.9627      1.631     0.6192      1.233         13        640:  41%|████      | 213/519 [01:38<03:18,  1.54it/s]
      39/80      0.94G     0.9619      1.628     0.6185      1.232         11        640:  41%|████      | 213/519 [01:38<03:18,  1.54it/s]
      39/80      0.94G     0.9619      1.628     0.6185      1.232         11        640:  41%|████      | 214/519 [01:38<02:37,  1.93it/s]
      39/80      0.94G     0.9611      1.627     0.6185      1.232          8        640:  41%|████      | 214/519 [01:38<02:37,  1.93it/s]
      39/80      0.94G     0.9611      1.627     0.6185      1.232          8        640:  41%|████▏     | 215/519 [01:38<02:09,  2.34it/s]
      39/80      0.94G     0.9607      1.626     0.6182      1.232          6        640:  41%|████▏     | 215/519 [01:39<02:09,  2.34it/s]
      39/80      0.94G     0.9607      1.626     0.6182      1.232          6        640:  42%|████▏     | 216/519 [01:39<01:52,  2.70it/s]
      39/80      0.94G     0.9619       1.63     0.6192      1.232         12        640:  42%|████▏     | 216/519 [01:39<01:52,  2.70it/s]
      39/80      0.94G     0.9619       1.63     0.6192      1.232         12        640:  42%|████▏     | 217/519 [01:39<02:24,  2.09it/s]
      39/80      0.94G     0.9634      1.632     0.6197      1.232         11        640:  42%|████▏     | 217/519 [01:40<02:24,  2.09it/s]
      39/80      0.94G     0.9634      1.632     0.6197      1.232         11        640:  42%|████▏     | 218/519 [01:40<02:06,  2.39it/s]
      39/80      0.94G     0.9629      1.632     0.6203      1.232         11        640:  42%|████▏     | 218/519 [01:40<02:06,  2.39it/s]
      39/80      0.94G     0.9629      1.632     0.6203      1.232         11        640:  42%|████▏     | 219/519 [01:40<01:45,  2.84it/s]
      39/80      0.94G     0.9627      1.632       0.62      1.233         11        640:  42%|████▏     | 219/519 [01:40<01:45,  2.84it/s]
      39/80      0.94G     0.9627      1.632       0.62      1.233         11        640:  42%|████▏     | 220/519 [01:40<01:37,  3.06it/s]
      39/80      0.94G     0.9628      1.631     0.6197      1.232         13        640:  42%|████▏     | 220/519 [01:41<01:37,  3.06it/s]
      39/80      0.94G     0.9628      1.631     0.6197      1.232         13        640:  43%|████▎     | 221/519 [01:41<02:36,  1.90it/s]
      39/80      0.94G     0.9644      1.632     0.6204      1.234          8        640:  43%|████▎     | 221/519 [01:41<02:36,  1.90it/s]
      39/80      0.94G     0.9644      1.632     0.6204      1.234          8        640:  43%|████▎     | 222/519 [01:41<02:27,  2.01it/s]
      39/80      0.94G      0.964      1.634     0.6204      1.234         11        640:  43%|████▎     | 222/519 [01:42<02:27,  2.01it/s]
      39/80      0.94G      0.964      1.634     0.6204      1.234         11        640:  43%|████▎     | 223/519 [01:42<01:59,  2.47it/s]
      39/80      0.94G     0.9657      1.636     0.6212      1.234          7        640:  43%|████▎     | 223/519 [01:42<01:59,  2.47it/s]
      39/80      0.94G     0.9657      1.636     0.6212      1.234          7        640:  43%|████▎     | 224/519 [01:42<01:42,  2.88it/s]
      39/80      0.94G     0.9652      1.636     0.6222      1.234         12        640:  43%|████▎     | 224/519 [01:43<01:42,  2.88it/s]
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      39/80      0.94G     0.9753      1.651     0.6382       1.24         15        640:  55%|█████▌    | 286/519 [02:11<01:35,  2.43it/s]
      39/80      0.94G     0.9753      1.651     0.6382       1.24         15        640:  55%|█████▌    | 287/519 [02:11<01:43,  2.24it/s]
      39/80      0.94G     0.9745      1.651     0.6379      1.239          7        640:  55%|█████▌    | 287/519 [02:12<01:43,  2.24it/s]
      39/80      0.94G     0.9745      1.651     0.6379      1.239          7        640:  55%|█████▌    | 288/519 [02:12<02:01,  1.90it/s]
      39/80      0.94G     0.9744       1.65     0.6376      1.239         13        640:  55%|█████▌    | 288/519 [02:12<02:01,  1.90it/s]
      39/80      0.94G     0.9744       1.65     0.6376      1.239         13        640:  56%|█████▌    | 289/519 [02:12<01:44,  2.20it/s]
      39/80      0.94G     0.9767      1.652     0.6377      1.241          9        640:  56%|█████▌    | 289/519 [02:12<01:44,  2.20it/s]
      39/80      0.94G     0.9767      1.652     0.6377      1.241          9        640:  56%|█████▌    | 290/519 [02:12<01:26,  2.63it/s]
      39/80      0.94G     0.9762      1.652     0.6376      1.241         11        640:  56%|█████▌    | 290/519 [02:13<01:26,  2.63it/s]
      39/80      0.94G     0.9762      1.652     0.6376      1.241         11        640:  56%|█████▌    | 291/519 [02:13<01:38,  2.31it/s]
      39/80      0.94G     0.9753      1.652     0.6373       1.24          9        640:  56%|█████▌    | 291/519 [02:14<01:38,  2.31it/s]
      39/80      0.94G     0.9753      1.652     0.6373       1.24          9        640:  56%|█████▋    | 292/519 [02:14<01:56,  1.95it/s]
      39/80      0.94G     0.9755      1.652     0.6368      1.241          9        640:  56%|█████▋    | 292/519 [02:14<01:56,  1.95it/s]
      39/80      0.94G     0.9755      1.652     0.6368      1.241          9        640:  56%|█████▋    | 293/519 [02:14<01:42,  2.21it/s]
      39/80      0.94G     0.9758      1.654     0.6369      1.241         10        640:  56%|█████▋    | 293/519 [02:14<01:42,  2.21it/s]
      39/80      0.94G     0.9758      1.654     0.6369      1.241         10        640:  57%|█████▋    | 294/519 [02:14<01:23,  2.70it/s]
      39/80      0.94G     0.9759      1.654     0.6366      1.241         11        640:  57%|█████▋    | 294/519 [02:14<01:23,  2.70it/s]
      39/80      0.94G     0.9759      1.654     0.6366      1.241         11        640:  57%|█████▋    | 295/519 [02:14<01:17,  2.88it/s]
      39/80      0.94G     0.9755      1.654     0.6363      1.241         11        640:  57%|█████▋    | 295/519 [02:15<01:17,  2.88it/s]
      39/80      0.94G     0.9755      1.654     0.6363      1.241         11        640:  57%|█████▋    | 296/519 [02:15<01:47,  2.08it/s]
      39/80      0.94G     0.9752      1.652     0.6365       1.24          8        640:  57%|█████▋    | 296/519 [02:15<01:47,  2.08it/s]
      39/80      0.94G     0.9752      1.652     0.6365       1.24          8        640:  57%|█████▋    | 297/519 [02:15<01:29,  2.49it/s]
      39/80      0.94G      0.975      1.653     0.6362       1.24          8        640:  57%|█████▋    | 297/519 [02:16<01:29,  2.49it/s]
      39/80      0.94G      0.975      1.653     0.6362       1.24          8        640:  57%|█████▋    | 298/519 [02:16<01:30,  2.43it/s]
      39/80      0.94G     0.9744      1.651     0.6359       1.24         10        640:  57%|█████▋    | 298/519 [02:16<01:30,  2.43it/s]
      39/80      0.94G     0.9744      1.651     0.6359       1.24         10        640:  58%|█████▊    | 299/519 [02:16<01:17,  2.85it/s]
      39/80      0.94G     0.9739      1.651     0.6355      1.239          9        640:  58%|█████▊    | 299/519 [02:17<01:17,  2.85it/s]
      39/80      0.94G     0.9739      1.651     0.6355      1.239          9        640:  58%|█████▊    | 300/519 [02:17<01:53,  1.93it/s]
      39/80      0.94G      0.974      1.652     0.6358      1.239          8        640:  58%|█████▊    | 300/519 [02:17<01:53,  1.93it/s]
      39/80      0.94G      0.974      1.652     0.6358      1.239          8        640:  58%|█████▊    | 301/519 [02:17<01:33,  2.34it/s]
      39/80      0.94G     0.9732      1.652     0.6353      1.239          7        640:  58%|█████▊    | 301/519 [02:18<01:33,  2.34it/s]
      39/80      0.94G     0.9732      1.652     0.6353      1.239          7        640:  58%|█████▊    | 302/519 [02:18<01:48,  2.00it/s]
      39/80      0.94G     0.9741      1.653     0.6352      1.239         10        640:  58%|█████▊    | 302/519 [02:18<01:48,  2.00it/s]
      39/80      0.94G     0.9741      1.653     0.6352      1.239         10        640:  58%|█████▊    | 303/519 [02:18<01:28,  2.44it/s]
      39/80      0.94G     0.9731      1.651     0.6347      1.238          9        640:  58%|█████▊    | 303/519 [02:19<01:28,  2.44it/s]
      39/80      0.94G     0.9731      1.651     0.6347      1.238          9        640:  59%|█████▊    | 304/519 [02:19<02:18,  1.55it/s]
      39/80      0.94G     0.9724      1.652     0.6348      1.238          8        640:  59%|█████▊    | 304/519 [02:20<02:18,  1.55it/s]
      39/80      0.94G     0.9724      1.652     0.6348      1.238          8        640:  59%|█████▉    | 305/519 [02:20<01:56,  1.83it/s]
      39/80      0.94G     0.9713      1.649      0.634      1.238          7        640:  59%|█████▉    | 305/519 [02:20<01:56,  1.83it/s]
      39/80      0.94G     0.9713      1.649      0.634      1.238          7        640:  59%|█████▉    | 306/519 [02:20<01:37,  2.19it/s]
      39/80      0.94G     0.9717      1.651     0.6337      1.238         11        640:  59%|█████▉    | 306/519 [02:20<01:37,  2.19it/s]
      39/80      0.94G     0.9717      1.651     0.6337      1.238         11        640:  59%|█████▉    | 307/519 [02:20<01:27,  2.42it/s]
      39/80      0.94G     0.9716       1.65     0.6331      1.237         13        640:  59%|█████▉    | 307/519 [02:21<01:27,  2.42it/s]
      39/80      0.94G     0.9716       1.65     0.6331      1.237         13        640:  59%|█████▉    | 308/519 [02:21<01:39,  2.12it/s]
      39/80      0.94G      0.971       1.65     0.6332      1.237          8        640:  59%|█████▉    | 308/519 [02:21<01:39,  2.12it/s]
      39/80      0.94G      0.971       1.65     0.6332      1.237          8        640:  60%|█████▉    | 309/519 [02:21<01:27,  2.40it/s]
      39/80      0.94G     0.9714       1.65     0.6332      1.237         10        640:  60%|█████▉    | 309/519 [02:21<01:27,  2.40it/s]
      39/80      0.94G     0.9714       1.65     0.6332      1.237         10        640:  60%|█████▉    | 310/519 [02:21<01:13,  2.85it/s]
      39/80      0.94G     0.9707      1.649      0.633      1.237          9        640:  60%|█████▉    | 310/519 [02:21<01:13,  2.85it/s]
      39/80      0.94G     0.9707      1.649      0.633      1.237          9        640:  60%|█████▉    | 311/519 [02:21<01:06,  3.13it/s]
      39/80      0.94G     0.9701      1.649     0.6333      1.237          8        640:  60%|█████▉    | 311/519 [02:22<01:06,  3.13it/s]
      39/80      0.94G     0.9701      1.649     0.6333      1.237          8        640:  60%|██████    | 312/519 [02:22<01:37,  2.12it/s]
      39/80      0.94G       0.97       1.65     0.6332      1.237         11        640:  60%|██████    | 312/519 [02:22<01:37,  2.12it/s]
      39/80      0.94G       0.97       1.65     0.6332      1.237         11        640:  60%|██████    | 313/519 [02:22<01:22,  2.51it/s]
      39/80      0.94G     0.9699      1.651     0.6326      1.237          9        640:  60%|██████    | 313/519 [02:23<01:22,  2.51it/s]
      39/80      0.94G     0.9699      1.651     0.6326      1.237          9        640:  61%|██████    | 314/519 [02:23<01:14,  2.76it/s]
      39/80      0.94G     0.9694       1.65     0.6322      1.236         11        640:  61%|██████    | 314/519 [02:23<01:14,  2.76it/s]
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      39/80      0.94G     0.9696       1.65     0.6323      1.236         14        640:  61%|██████    | 315/519 [02:24<01:32,  2.22it/s]
      39/80      0.94G     0.9696       1.65     0.6323      1.236         14        640:  61%|██████    | 316/519 [02:24<01:42,  1.99it/s]
      39/80      0.94G     0.9698       1.65     0.6324      1.237          8        640:  61%|██████    | 316/519 [02:24<01:42,  1.99it/s]
      39/80      0.94G     0.9698       1.65     0.6324      1.237          8        640:  61%|██████    | 317/519 [02:24<01:28,  2.29it/s]
      39/80      0.94G     0.9694      1.649     0.6322      1.236          7        640:  61%|██████    | 317/519 [02:25<01:28,  2.29it/s]
      39/80      0.94G     0.9694      1.649     0.6322      1.236          7        640:  61%|██████▏   | 318/519 [02:25<01:13,  2.72it/s]
      39/80      0.94G      0.969      1.649     0.6317      1.237         12        640:  61%|██████▏   | 318/519 [02:25<01:13,  2.72it/s]
      39/80      0.94G      0.969      1.649     0.6317      1.237         12        640:  61%|██████▏   | 319/519 [02:25<01:35,  2.08it/s]
      39/80      0.94G     0.9694       1.65     0.6313      1.236          9        640:  61%|██████▏   | 319/519 [02:26<01:35,  2.08it/s]
      39/80      0.94G     0.9694       1.65     0.6313      1.236          9        640:  62%|██████▏   | 320/519 [02:26<01:31,  2.17it/s]
      39/80      0.94G     0.9693       1.65     0.6307      1.236         10        640:  62%|██████▏   | 320/519 [02:27<01:31,  2.17it/s]
      39/80      0.94G     0.9693       1.65     0.6307      1.236         10        640:  62%|██████▏   | 321/519 [02:27<02:01,  1.63it/s]
      39/80      0.94G     0.9693       1.65     0.6302      1.238          5        640:  62%|██████▏   | 321/519 [02:27<02:01,  1.63it/s]
      39/80      0.94G     0.9693       1.65     0.6302      1.238          5        640:  62%|██████▏   | 322/519 [02:27<01:39,  1.98it/s]
      39/80      0.94G     0.9703      1.651      0.631      1.238         10        640:  62%|██████▏   | 322/519 [02:27<01:39,  1.98it/s]
      39/80      0.94G     0.9703      1.651      0.631      1.238         10        640:  62%|██████▏   | 323/519 [02:27<01:29,  2.18it/s]
      39/80      0.94G     0.9708      1.651     0.6314      1.239         11        640:  62%|██████▏   | 323/519 [02:28<01:29,  2.18it/s]
      39/80      0.94G     0.9708      1.651     0.6314      1.239         11        640:  62%|██████▏   | 324/519 [02:28<01:30,  2.15it/s]
      39/80      0.94G     0.9708      1.651      0.631      1.239          9        640:  62%|██████▏   | 324/519 [02:28<01:30,  2.15it/s]
      39/80      0.94G     0.9708      1.651      0.631      1.239          9        640:  63%|██████▎   | 325/519 [02:28<01:44,  1.86it/s]
      39/80      0.94G     0.9706      1.652     0.6315      1.239          9        640:  63%|██████▎   | 325/519 [02:29<01:44,  1.86it/s]
      39/80      0.94G     0.9706      1.652     0.6315      1.239          9        640:  63%|██████▎   | 326/519 [02:29<01:25,  2.25it/s]
      39/80      0.94G     0.9704      1.653     0.6315      1.238         11        640:  63%|██████▎   | 326/519 [02:29<01:25,  2.25it/s]
      39/80      0.94G     0.9704      1.653     0.6315      1.238         11        640:  63%|██████▎   | 327/519 [02:29<01:23,  2.30it/s]
      39/80      0.94G     0.9698      1.652     0.6307      1.239          6        640:  63%|██████▎   | 327/519 [02:30<01:23,  2.30it/s]
      39/80      0.94G     0.9698      1.652     0.6307      1.239          6        640:  63%|██████▎   | 328/519 [02:30<01:42,  1.86it/s]
      39/80      0.94G     0.9696      1.651     0.6305      1.239          9        640:  63%|██████▎   | 328/519 [02:30<01:42,  1.86it/s]
      39/80      0.94G     0.9696      1.651     0.6305      1.239          9        640:  63%|██████▎   | 329/519 [02:30<01:44,  1.82it/s]
      39/80      0.94G     0.9694      1.651     0.6303      1.238         12        640:  63%|██████▎   | 329/519 [02:31<01:44,  1.82it/s]
      39/80      0.94G     0.9694      1.651     0.6303      1.238         12        640:  64%|██████▎   | 330/519 [02:31<01:26,  2.17it/s]
      39/80      0.94G     0.9692       1.65     0.6301      1.238          9        640:  64%|██████▎   | 330/519 [02:31<01:26,  2.17it/s]
      39/80      0.94G     0.9692       1.65     0.6301      1.238          9        640:  64%|██████▍   | 331/519 [02:31<01:13,  2.57it/s]
      39/80      0.94G     0.9693       1.65     0.6303      1.238          8        640:  64%|██████▍   | 331/519 [02:31<01:13,  2.57it/s]
      39/80      0.94G     0.9693       1.65     0.6303      1.238          8        640:  64%|██████▍   | 332/519 [02:31<01:22,  2.26it/s]
      39/80      0.94G     0.9681      1.649     0.6296      1.238          8        640:  64%|██████▍   | 332/519 [02:32<01:22,  2.26it/s]
      39/80      0.94G     0.9681      1.649     0.6296      1.238          8        640:  64%|██████▍   | 333/519 [02:32<01:35,  1.95it/s]
      39/80      0.94G     0.9678      1.647     0.6292      1.238          8        640:  64%|██████▍   | 333/519 [02:32<01:35,  1.95it/s]
      39/80      0.94G     0.9678      1.647     0.6292      1.238          8        640:  64%|██████▍   | 334/519 [02:32<01:21,  2.28it/s]
      39/80      0.94G     0.9692      1.649     0.6305      1.239         11        640:  64%|██████▍   | 334/519 [02:33<01:21,  2.28it/s]
      39/80      0.94G     0.9692      1.649     0.6305      1.239         11        640:  65%|██████▍   | 335/519 [02:33<01:08,  2.67it/s]
      39/80      0.94G     0.9692      1.653     0.6306      1.239          9        640:  65%|██████▍   | 335/519 [02:33<01:08,  2.67it/s]
      39/80      0.94G     0.9692      1.653     0.6306      1.239          9        640:  65%|██████▍   | 336/519 [02:33<01:03,  2.90it/s]
      39/80      0.94G     0.9695      1.652     0.6307      1.239          9        640:  65%|██████▍   | 336/519 [02:34<01:03,  2.90it/s]
      39/80      0.94G     0.9695      1.652     0.6307      1.239          9        640:  65%|██████▍   | 337/519 [02:34<01:36,  1.89it/s]
      39/80      0.94G     0.9707      1.652     0.6308       1.24          8        640:  65%|██████▍   | 337/519 [02:34<01:36,  1.89it/s]
      39/80      0.94G     0.9707      1.652     0.6308       1.24          8        640:  65%|██████▌   | 338/519 [02:34<01:17,  2.32it/s]
      39/80      0.94G     0.9703      1.652     0.6307       1.24         13        640:  65%|██████▌   | 338/519 [02:34<01:17,  2.32it/s]
      39/80      0.94G     0.9703      1.652     0.6307       1.24         13        640:  65%|██████▌   | 339/519 [02:34<01:11,  2.53it/s]
      39/80      0.94G     0.9698      1.651     0.6305      1.239         11        640:  65%|██████▌   | 339/519 [02:35<01:11,  2.53it/s]
      39/80      0.94G     0.9698      1.651     0.6305      1.239         11        640:  66%|██████▌   | 340/519 [02:35<01:22,  2.18it/s]
      39/80      0.94G     0.9707      1.653     0.6314      1.239         13        640:  66%|██████▌   | 340/519 [02:35<01:22,  2.18it/s]
      39/80      0.94G     0.9707      1.653     0.6314      1.239         13        640:  66%|██████▌   | 341/519 [02:35<01:09,  2.54it/s]
      39/80      0.94G     0.9705      1.652     0.6309      1.239         10        640:  66%|██████▌   | 341/519 [02:35<01:09,  2.54it/s]
      39/80      0.94G     0.9705      1.652     0.6309      1.239         10        640:  66%|██████▌   | 342/519 [02:35<00:58,  3.02it/s]
      39/80      0.94G     0.9713      1.652     0.6307       1.24          9        640:  66%|██████▌   | 342/519 [02:36<00:58,  3.02it/s]
      39/80      0.94G     0.9713      1.652     0.6307       1.24          9        640:  66%|██████▌   | 343/519 [02:36<01:21,  2.17it/s]
      39/80      0.94G     0.9714      1.652     0.6307       1.24          9        640:  66%|██████▌   | 343/519 [02:37<01:21,  2.17it/s]
      39/80      0.94G     0.9714      1.652     0.6307       1.24          9        640:  66%|██████▋   | 344/519 [02:37<02:00,  1.45it/s]
      39/80      0.94G     0.9723      1.652     0.6318      1.241          6        640:  66%|██████▋   | 344/519 [02:38<02:00,  1.45it/s]
      39/80      0.94G     0.9723      1.652     0.6318      1.241          6        640:  66%|██████▋   | 345/519 [02:38<01:35,  1.82it/s]
      39/80      0.94G     0.9717      1.651     0.6314       1.24          8        640:  66%|██████▋   | 345/519 [02:38<01:35,  1.82it/s]
      39/80      0.94G     0.9717      1.651     0.6314       1.24          8        640:  67%|██████▋   | 346/519 [02:38<01:18,  2.21it/s]
      39/80      0.94G     0.9718      1.652     0.6314       1.24         11        640:  67%|██████▋   | 346/519 [02:38<01:18,  2.21it/s]
      39/80      0.94G     0.9718      1.652     0.6314       1.24         11        640:  67%|██████▋   | 347/519 [02:38<01:11,  2.42it/s]
      39/80      0.94G     0.9719      1.651     0.6315       1.24         14        640:  67%|██████▋   | 347/519 [02:39<01:11,  2.42it/s]
      39/80      0.94G     0.9719      1.651     0.6315       1.24         14        640:  67%|██████▋   | 348/519 [02:39<01:47,  1.60it/s]
      39/80      0.94G     0.9718      1.652     0.6313       1.24         10        640:  67%|██████▋   | 348/519 [02:40<01:47,  1.60it/s]
      39/80      0.94G     0.9718      1.652     0.6313       1.24         10        640:  67%|██████▋   | 349/519 [02:40<01:24,  2.00it/s]
      39/80      0.94G     0.9716      1.652     0.6315      1.239         10        640:  67%|██████▋   | 349/519 [02:40<01:24,  2.00it/s]
      39/80      0.94G     0.9716      1.652     0.6315      1.239         10        640:  67%|██████▋   | 350/519 [02:40<01:12,  2.32it/s]
      39/80      0.94G     0.9724      1.654     0.6324       1.24          7        640:  67%|██████▋   | 350/519 [02:41<01:12,  2.32it/s]
      39/80      0.94G     0.9724      1.654     0.6324       1.24          7        640:  68%|██████▊   | 351/519 [02:41<01:42,  1.64it/s]
      39/80      0.94G     0.9731      1.654      0.633       1.24         14        640:  68%|██████▊   | 351/519 [02:41<01:42,  1.64it/s]
      39/80      0.94G     0.9731      1.654      0.633       1.24         14        640:  68%|██████▊   | 352/519 [02:41<01:24,  1.99it/s]
      39/80      0.94G     0.9724      1.653     0.6328       1.24          9        640:  68%|██████▊   | 352/519 [02:41<01:24,  1.99it/s]
      39/80      0.94G     0.9724      1.653     0.6328       1.24          9        640:  68%|██████▊   | 353/519 [02:41<01:07,  2.45it/s]
      39/80      0.94G     0.9729      1.653     0.6333       1.24          8        640:  68%|██████▊   | 353/519 [02:41<01:07,  2.45it/s]
      39/80      0.94G     0.9729      1.653     0.6333       1.24          8        640:  68%|██████▊   | 354/519 [02:41<00:57,  2.87it/s]
      39/80      0.94G     0.9727      1.654     0.6335       1.24         12        640:  68%|██████▊   | 354/519 [02:43<00:57,  2.87it/s]
      39/80      0.94G     0.9727      1.654     0.6335       1.24         12        640:  68%|██████▊   | 355/519 [02:43<01:47,  1.52it/s]
      39/80      0.94G     0.9737      1.655     0.6339      1.241         13        640:  68%|██████▊   | 355/519 [02:43<01:47,  1.52it/s]
      39/80      0.94G     0.9737      1.655     0.6339      1.241         13        640:  69%|██████▊   | 356/519 [02:43<01:27,  1.86it/s]
      39/80      0.94G     0.9743      1.654      0.634      1.241         10        640:  69%|██████▊   | 356/519 [02:43<01:27,  1.86it/s]
      39/80      0.94G     0.9743      1.654      0.634      1.241         10        640:  69%|██████▉   | 357/519 [02:43<01:08,  2.36it/s]
      39/80      0.94G     0.9742      1.653     0.6336      1.241         11        640:  69%|██████▉   | 357/519 [02:44<01:08,  2.36it/s]
      39/80      0.94G     0.9742      1.653     0.6336      1.241         11        640:  69%|██████▉   | 358/519 [02:44<01:01,  2.63it/s]
      39/80      0.94G     0.9746      1.654     0.6335      1.241          9        640:  69%|██████▉   | 358/519 [02:45<01:01,  2.63it/s]
      39/80      0.94G     0.9746      1.654     0.6335      1.241          9        640:  69%|██████▉   | 359/519 [02:45<01:56,  1.38it/s]
      39/80      0.94G     0.9744      1.653      0.633      1.241         13        640:  69%|██████▉   | 359/519 [02:45<01:56,  1.38it/s]
      39/80      0.94G     0.9744      1.653      0.633      1.241         13        640:  69%|██████▉   | 360/519 [02:45<01:29,  1.78it/s]
      39/80      0.94G     0.9742      1.654     0.6332      1.241          8        640:  69%|██████▉   | 360/519 [02:45<01:29,  1.78it/s]
      39/80      0.94G     0.9742      1.654     0.6332      1.241          8        640:  70%|██████▉   | 361/519 [02:45<01:10,  2.23it/s]
      39/80      0.94G     0.9738      1.654      0.634       1.24          6        640:  70%|██████▉   | 361/519 [02:46<01:10,  2.23it/s]
      39/80      0.94G     0.9738      1.654      0.634       1.24          6        640:  70%|██████▉   | 362/519 [02:46<01:01,  2.56it/s]
      39/80      0.94G     0.9742      1.653     0.6336      1.241          6        640:  70%|██████▉   | 362/519 [02:47<01:01,  2.56it/s]
      39/80      0.94G     0.9742      1.653     0.6336      1.241          6        640:  70%|██████▉   | 363/519 [02:47<01:33,  1.67it/s]
      39/80      0.94G     0.9742      1.652     0.6334      1.241          9        640:  70%|██████▉   | 363/519 [02:47<01:33,  1.67it/s]
      39/80      0.94G     0.9742      1.652     0.6334      1.241          9        640:  70%|███████   | 364/519 [02:47<01:15,  2.05it/s]
      39/80      0.94G     0.9736      1.651     0.6328      1.241         10        640:  70%|███████   | 364/519 [02:47<01:15,  2.05it/s]
      39/80      0.94G     0.9736      1.651     0.6328      1.241         10        640:  70%|███████   | 365/519 [02:47<01:02,  2.47it/s]
      39/80      0.94G     0.9748      1.651     0.6327      1.243         10        640:  70%|███████   | 365/519 [02:47<01:02,  2.47it/s]
      39/80      0.94G     0.9748      1.651     0.6327      1.243         10        640:  71%|███████   | 366/519 [02:47<00:53,  2.86it/s]
      39/80      0.94G     0.9753      1.651     0.6328      1.243          9        640:  71%|███████   | 366/519 [02:48<00:53,  2.86it/s]
      39/80      0.94G     0.9753      1.651     0.6328      1.243          9        640:  71%|███████   | 367/519 [02:48<01:18,  1.94it/s]
      39/80      0.94G     0.9751      1.651     0.6327      1.243          8        640:  71%|███████   | 367/519 [02:49<01:18,  1.94it/s]
      39/80      0.94G     0.9751      1.651     0.6327      1.243          8        640:  71%|███████   | 368/519 [02:49<01:05,  2.30it/s]
      39/80      0.94G     0.9746       1.65     0.6322      1.243          8        640:  71%|███████   | 368/519 [02:49<01:05,  2.30it/s]
      39/80      0.94G     0.9746       1.65     0.6322      1.243          8        640:  71%|███████   | 369/519 [02:49<00:56,  2.65it/s]
      39/80      0.94G     0.9741       1.65      0.632      1.243         12        640:  71%|███████   | 369/519 [02:49<00:56,  2.65it/s]
      39/80      0.94G     0.9741       1.65      0.632      1.243         12        640:  71%|███████▏  | 370/519 [02:49<00:48,  3.05it/s]
      39/80      0.94G     0.9737      1.648     0.6314      1.243          8        640:  71%|███████▏  | 370/519 [02:50<00:48,  3.05it/s]
      39/80      0.94G     0.9737      1.648     0.6314      1.243          8        640:  71%|███████▏  | 371/519 [02:50<01:36,  1.54it/s]
      39/80      0.94G     0.9737      1.649     0.6316      1.243         11        640:  71%|███████▏  | 371/519 [02:51<01:36,  1.54it/s]
      39/80      0.94G     0.9737      1.649     0.6316      1.243         11        640:  72%|███████▏  | 372/519 [02:51<01:18,  1.88it/s]
      39/80      0.94G     0.9746      1.649     0.6318      1.243         10        640:  72%|███████▏  | 372/519 [02:51<01:18,  1.88it/s]
      39/80      0.94G     0.9746      1.649     0.6318      1.243         10        640:  72%|███████▏  | 373/519 [02:51<01:04,  2.28it/s]
      39/80      0.94G     0.9744      1.649     0.6314      1.243         10        640:  72%|███████▏  | 373/519 [02:51<01:04,  2.28it/s]
      39/80      0.94G     0.9744      1.649     0.6314      1.243         10        640:  72%|███████▏  | 374/519 [02:51<00:56,  2.58it/s]
      39/80      0.94G     0.9746      1.648     0.6319      1.243          9        640:  72%|███████▏  | 374/519 [02:52<00:56,  2.58it/s]
      39/80      0.94G     0.9746      1.648     0.6319      1.243          9        640:  72%|███████▏  | 375/519 [02:52<01:04,  2.22it/s]
      39/80      0.94G     0.9737      1.647     0.6315      1.242         10        640:  72%|███████▏  | 375/519 [02:52<01:04,  2.22it/s]
      39/80      0.94G     0.9737      1.647     0.6315      1.242         10        640:  72%|███████▏  | 376/519 [02:52<00:51,  2.75it/s]
      39/80      0.94G     0.9734      1.646     0.6313      1.242         12        640:  72%|███████▏  | 376/519 [02:52<00:51,  2.75it/s]
      39/80      0.94G     0.9725      1.644     0.6307      1.242          7        640:  72%|███████▏  | 376/519 [02:52<00:51,  2.75it/s]
      39/80      0.94G     0.9725      1.644     0.6307      1.242          7        640:  73%|███████▎  | 378/519 [02:52<00:32,  4.40it/s]
      39/80      0.94G     0.9721      1.643     0.6305      1.241         11        640:  73%|███████▎  | 378/519 [02:54<00:32,  4.40it/s]
      39/80      0.94G     0.9721      1.643     0.6305      1.241         11        640:  73%|███████▎  | 379/519 [02:54<01:29,  1.57it/s]
      39/80      0.94G     0.9718      1.642     0.6299      1.241          8        640:  73%|███████▎  | 379/519 [02:54<01:29,  1.57it/s]
      39/80      0.94G     0.9718      1.642     0.6299      1.241          8        640:  73%|███████▎  | 380/519 [02:54<01:13,  1.90it/s]
      39/80      0.94G     0.9709      1.641     0.6294       1.24         11        640:  73%|███████▎  | 380/519 [02:54<01:13,  1.90it/s]
      39/80      0.94G     0.9709      1.641     0.6294       1.24         11        640:  73%|███████▎  | 381/519 [02:54<01:02,  2.22it/s]
      39/80      0.94G     0.9706       1.64     0.6297       1.24          9        640:  73%|███████▎  | 381/519 [02:55<01:02,  2.22it/s]
      39/80      0.94G     0.9706       1.64     0.6297       1.24          9        640:  74%|███████▎  | 382/519 [02:55<00:54,  2.51it/s]
      39/80      0.94G     0.9707      1.639     0.6299       1.24          7        640:  74%|███████▎  | 382/519 [02:56<00:54,  2.51it/s]
      39/80      0.94G     0.9707      1.639     0.6299       1.24          7        640:  74%|███████▍  | 383/519 [02:56<01:39,  1.37it/s]
      39/80      0.94G     0.9706      1.639     0.6298       1.24         12        640:  74%|███████▍  | 383/519 [02:57<01:39,  1.37it/s]
      39/80      0.94G     0.9706      1.639     0.6298       1.24         12        640:  74%|███████▍  | 384/519 [02:57<01:20,  1.68it/s]
      39/80      0.94G       0.97      1.639     0.6301      1.239          9        640:  74%|███████▍  | 384/519 [02:57<01:20,  1.68it/s]
      39/80      0.94G       0.97      1.639     0.6301      1.239          9        640:  74%|███████▍  | 385/519 [02:57<01:04,  2.07it/s]
      39/80      0.94G     0.9699       1.64     0.6301      1.239         11        640:  74%|███████▍  | 385/519 [02:57<01:04,  2.07it/s]
      39/80      0.94G     0.9699       1.64     0.6301      1.239         11        640:  74%|███████▍  | 386/519 [02:57<00:53,  2.47it/s]
      39/80      0.94G     0.9706      1.639     0.6301      1.239          8        640:  74%|███████▍  | 386/519 [02:58<00:53,  2.47it/s]
      39/80      0.94G     0.9706      1.639     0.6301      1.239          8        640:  75%|███████▍  | 387/519 [02:58<01:26,  1.52it/s]
      39/80      0.94G     0.9709      1.641       0.63       1.24          8        640:  75%|███████▍  | 387/519 [02:58<01:26,  1.52it/s]
      39/80      0.94G     0.9709      1.641       0.63       1.24          8        640:  75%|███████▍  | 388/519 [02:58<01:08,  1.90it/s]
      39/80      0.94G     0.9708       1.64     0.6301       1.24         15        640:  75%|███████▍  | 388/519 [02:59<01:08,  1.90it/s]
      39/80      0.94G     0.9708       1.64     0.6301       1.24         15        640:  75%|███████▍  | 389/519 [02:59<00:55,  2.33it/s]
      39/80      0.94G     0.9704      1.641     0.6299      1.239         10        640:  75%|███████▍  | 389/519 [02:59<00:55,  2.33it/s]
      39/80      0.94G     0.9704      1.641     0.6299      1.239         10        640:  75%|███████▌  | 390/519 [02:59<00:48,  2.68it/s]
      39/80      0.94G     0.9703       1.64     0.6309      1.239          8        640:  75%|███████▌  | 390/519 [03:00<00:48,  2.68it/s]
      39/80      0.94G     0.9703       1.64     0.6309      1.239          8        640:  75%|███████▌  | 391/519 [03:00<01:12,  1.78it/s]
      39/80      0.94G     0.9697      1.639      0.631      1.239          7        640:  75%|███████▌  | 391/519 [03:00<01:12,  1.78it/s]
      39/80      0.94G     0.9697      1.639      0.631      1.239          7        640:  76%|███████▌  | 392/519 [03:00<00:54,  2.32it/s]
      39/80      0.94G     0.9688      1.639     0.6309      1.239         10        640:  76%|███████▌  | 392/519 [03:00<00:54,  2.32it/s]
      39/80      0.94G     0.9688      1.639     0.6309      1.239         10        640:  76%|███████▌  | 393/519 [03:00<00:46,  2.69it/s]
      39/80      0.94G     0.9693       1.64     0.6315      1.239          8        640:  76%|███████▌  | 393/519 [03:00<00:46,  2.69it/s]
      39/80      0.94G     0.9693       1.64     0.6315      1.239          8        640:  76%|███████▌  | 394/519 [03:00<00:39,  3.19it/s]
      39/80      0.94G     0.9692      1.639     0.6314      1.239         11        640:  76%|███████▌  | 394/519 [03:02<00:39,  3.19it/s]
      39/80      0.94G     0.9692      1.639     0.6314      1.239         11        640:  76%|███████▌  | 395/519 [03:02<01:09,  1.79it/s]
      39/80      0.94G     0.9699       1.64     0.6321      1.239          9        640:  76%|███████▌  | 395/519 [03:02<01:09,  1.79it/s]
      39/80      0.94G     0.9699       1.64     0.6321      1.239          9        640:  76%|███████▋  | 396/519 [03:02<00:56,  2.17it/s]
      39/80      0.94G     0.9703      1.641     0.6329       1.24         11        640:  76%|███████▋  | 396/519 [03:02<00:56,  2.17it/s]
      39/80      0.94G     0.9703      1.641     0.6329       1.24         11        640:  76%|███████▋  | 397/519 [03:02<00:46,  2.62it/s]
      39/80      0.94G     0.9702       1.64     0.6336       1.24         10        640:  76%|███████▋  | 397/519 [03:02<00:46,  2.62it/s]
      39/80      0.94G     0.9702       1.64     0.6336       1.24         10        640:  77%|███████▋  | 398/519 [03:02<00:41,  2.93it/s]
      39/80      0.94G     0.9705       1.64      0.634       1.24         14        640:  77%|███████▋  | 398/519 [03:04<00:41,  2.93it/s]
      39/80      0.94G     0.9705       1.64      0.634       1.24         14        640:  77%|███████▋  | 399/519 [03:04<01:22,  1.46it/s]
      39/80      0.94G     0.9703      1.639     0.6333       1.24          8        640:  77%|███████▋  | 399/519 [03:04<01:22,  1.46it/s]
      39/80      0.94G     0.9703      1.639     0.6333       1.24          8        640:  77%|███████▋  | 400/519 [03:04<01:02,  1.91it/s]
      39/80      0.94G     0.9707      1.639     0.6346      1.241          9        640:  77%|███████▋  | 400/519 [03:04<01:02,  1.91it/s]
      39/80      0.94G     0.9707      1.639     0.6346      1.241          9        640:  77%|███████▋  | 401/519 [03:04<00:51,  2.30it/s]
      39/80      0.94G     0.9702      1.639     0.6341       1.24         11        640:  77%|███████▋  | 401/519 [03:04<00:51,  2.30it/s]
      39/80      0.94G     0.9702      1.639     0.6341       1.24         11        640:  77%|███████▋  | 402/519 [03:04<00:43,  2.67it/s]
      39/80      0.94G     0.9704      1.638     0.6338      1.241          7        640:  77%|███████▋  | 402/519 [03:06<00:43,  2.67it/s]
      39/80      0.94G     0.9704      1.638     0.6338      1.241          7        640:  78%|███████▊  | 403/519 [03:06<01:19,  1.46it/s]
      39/80      0.94G       0.97      1.638     0.6338      1.241          7        640:  78%|███████▊  | 403/519 [03:06<01:19,  1.46it/s]
      39/80      0.94G       0.97      1.638     0.6338      1.241          7        640:  78%|███████▊  | 404/519 [03:06<01:02,  1.85it/s]
      39/80      0.94G     0.9695      1.637     0.6338      1.241         12        640:  78%|███████▊  | 404/519 [03:06<01:02,  1.85it/s]
      39/80      0.94G     0.9695      1.637     0.6338      1.241         12        640:  78%|███████▊  | 405/519 [03:06<00:49,  2.32it/s]
      39/80      0.94G     0.9698      1.638     0.6343      1.241          8        640:  78%|███████▊  | 405/519 [03:06<00:49,  2.32it/s]
      39/80      0.94G     0.9698      1.638     0.6343      1.241          8        640:  78%|███████▊  | 406/519 [03:06<00:42,  2.67it/s]
      39/80      0.94G     0.9704      1.639     0.6351      1.242          7        640:  78%|███████▊  | 406/519 [03:07<00:42,  2.67it/s]
      39/80      0.94G     0.9704      1.639     0.6351      1.242          7        640:  78%|███████▊  | 407/519 [03:07<00:57,  1.95it/s]
      39/80      0.94G     0.9706      1.639      0.635      1.241          8        640:  78%|███████▊  | 407/519 [03:07<00:57,  1.95it/s]
      39/80      0.94G     0.9706      1.639      0.635      1.241          8        640:  79%|███████▊  | 408/519 [03:07<00:47,  2.35it/s]
      39/80      0.94G      0.971      1.639     0.6353      1.241         13        640:  79%|███████▊  | 408/519 [03:08<00:47,  2.35it/s]
      39/80      0.94G      0.971      1.639     0.6353      1.241         13        640:  79%|███████▉  | 409/519 [03:08<00:39,  2.77it/s]
      39/80      0.94G     0.9709      1.638      0.635      1.241         12        640:  79%|███████▉  | 409/519 [03:08<00:39,  2.77it/s]
      39/80      0.94G     0.9709      1.638      0.635      1.241         12        640:  79%|███████▉  | 410/519 [03:08<00:35,  3.08it/s]
      39/80      0.94G     0.9705      1.637     0.6347      1.241         11        640:  79%|███████▉  | 410/519 [03:09<00:35,  3.08it/s]
      39/80      0.94G     0.9705      1.637     0.6347      1.241         11        640:  79%|███████▉  | 411/519 [03:09<00:59,  1.80it/s]
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      39/80      0.94G     0.9709       1.64     0.6371      1.241          9        640:  91%|█████████ | 472/519 [03:37<00:21,  2.22it/s]
      39/80      0.94G     0.9709       1.64     0.6371      1.241          9        640:  91%|█████████ | 473/519 [03:37<00:17,  2.64it/s]
      39/80      0.94G     0.9715      1.641     0.6372      1.241         10        640:  91%|█████████ | 473/519 [03:37<00:17,  2.64it/s]
      39/80      0.94G     0.9715      1.641     0.6372      1.241         10        640:  91%|█████████▏| 474/519 [03:37<00:15,  2.92it/s]
      39/80      0.94G     0.9719      1.642     0.6372      1.241         12        640:  91%|█████████▏| 474/519 [03:38<00:15,  2.92it/s]
      39/80      0.94G     0.9719      1.642     0.6372      1.241         12        640:  92%|█████████▏| 475/519 [03:38<00:21,  2.06it/s]
      39/80      0.94G     0.9721      1.642     0.6372      1.241          8        640:  92%|█████████▏| 475/519 [03:38<00:21,  2.06it/s]
      39/80      0.94G     0.9721      1.642     0.6372      1.241          8        640:  92%|█████████▏| 476/519 [03:38<00:16,  2.57it/s]
      39/80      0.94G     0.9717      1.641      0.637      1.241         12        640:  92%|█████████▏| 476/519 [03:38<00:16,  2.57it/s]
      39/80      0.94G     0.9717      1.641      0.637      1.241         12        640:  92%|█████████▏| 477/519 [03:38<00:14,  2.88it/s]
      39/80      0.94G     0.9722      1.642      0.637      1.242          6        640:  92%|█████████▏| 477/519 [03:39<00:14,  2.88it/s]
      39/80      0.94G     0.9722      1.642      0.637      1.242          6        640:  92%|█████████▏| 478/519 [03:39<00:13,  3.11it/s]
      39/80      0.94G     0.9721      1.641     0.6368      1.242         10        640:  92%|█████████▏| 478/519 [03:40<00:13,  3.11it/s]
      39/80      0.94G     0.9721      1.641     0.6368      1.242         10        640:  92%|█████████▏| 479/519 [03:40<00:24,  1.64it/s]
      39/80      0.94G     0.9714      1.641     0.6364      1.241         10        640:  92%|█████████▏| 479/519 [03:40<00:24,  1.64it/s]
      39/80      0.94G     0.9714      1.641     0.6364      1.241         10        640:  92%|█████████▏| 480/519 [03:40<00:18,  2.09it/s]
      39/80      0.94G     0.9707      1.639     0.6362      1.241          8        640:  92%|█████████▏| 480/519 [03:40<00:18,  2.09it/s]
      39/80      0.94G     0.9707      1.639     0.6362      1.241          8        640:  93%|█████████▎| 481/519 [03:40<00:15,  2.47it/s]
      39/80      0.94G     0.9704      1.638     0.6361      1.241          9        640:  93%|█████████▎| 481/519 [03:41<00:15,  2.47it/s]
      39/80      0.94G     0.9704      1.638     0.6361      1.241          9        640:  93%|█████████▎| 482/519 [03:41<00:13,  2.78it/s]
      39/80      0.94G     0.9711      1.639     0.6364      1.241          7        640:  93%|█████████▎| 482/519 [03:42<00:13,  2.78it/s]
      39/80      0.94G     0.9711      1.639     0.6364      1.241          7        640:  93%|█████████▎| 483/519 [03:42<00:19,  1.83it/s]
      39/80      0.94G      0.971      1.639     0.6362      1.241          9        640:  93%|█████████▎| 483/519 [03:42<00:19,  1.83it/s]
      39/80      0.94G      0.971      1.639     0.6362      1.241          9        640:  93%|█████████▎| 484/519 [03:42<00:15,  2.21it/s]
      39/80      0.94G     0.9708      1.639     0.6365      1.241         10        640:  93%|█████████▎| 484/519 [03:42<00:15,  2.21it/s]
      39/80      0.94G     0.9708      1.639     0.6365      1.241         10        640:  93%|█████████▎| 485/519 [03:42<00:12,  2.67it/s]
      39/80      0.94G     0.9709      1.639     0.6367      1.241         12        640:  93%|█████████▎| 485/519 [03:42<00:12,  2.67it/s]
      39/80      0.94G     0.9709      1.639     0.6367      1.241         12        640:  94%|█████████▎| 486/519 [03:42<00:10,  3.01it/s]
      39/80      0.94G      0.971      1.639     0.6365      1.241         12        640:  94%|█████████▎| 486/519 [03:43<00:10,  3.01it/s]
      39/80      0.94G      0.971      1.639     0.6365      1.241         12        640:  94%|█████████▍| 487/519 [03:43<00:13,  2.43it/s]
      39/80      0.94G     0.9714      1.639     0.6371      1.242          8        640:  94%|█████████▍| 487/519 [03:43<00:13,  2.43it/s]
      39/80      0.94G     0.9714      1.639     0.6371      1.242          8        640:  94%|█████████▍| 488/519 [03:43<00:11,  2.78it/s]
      39/80      0.94G     0.9715      1.639     0.6373      1.242         10        640:  94%|█████████▍| 488/519 [03:43<00:11,  2.78it/s]
      39/80      0.94G     0.9715      1.639     0.6373      1.242         10        640:  94%|█████████▍| 489/519 [03:43<00:09,  3.25it/s]
      39/80      0.94G     0.9716      1.639     0.6376      1.242          7        640:  94%|█████████▍| 489/519 [03:44<00:09,  3.25it/s]
      39/80      0.94G     0.9716      1.639     0.6376      1.242          7        640:  94%|█████████▍| 490/519 [03:44<00:10,  2.86it/s]
      39/80      0.94G     0.9716      1.639     0.6374      1.242         10        640:  94%|█████████▍| 490/519 [03:44<00:10,  2.86it/s]
      39/80      0.94G     0.9716      1.639     0.6374      1.242         10        640:  95%|█████████▍| 491/519 [03:44<00:11,  2.37it/s]
      39/80      0.94G     0.9717      1.639     0.6372      1.242         11        640:  95%|█████████▍| 491/519 [03:45<00:11,  2.37it/s]
      39/80      0.94G     0.9717      1.639     0.6372      1.242         11        640:  95%|█████████▍| 492/519 [03:45<00:09,  2.77it/s]
      39/80      0.94G     0.9713      1.639     0.6369      1.242          7        640:  95%|█████████▍| 492/519 [03:45<00:09,  2.77it/s]
      39/80      0.94G     0.9713      1.639     0.6369      1.242          7        640:  95%|█████████▍| 493/519 [03:45<00:09,  2.76it/s]
      39/80      0.94G     0.9722      1.641     0.6371      1.242          6        640:  95%|█████████▍| 493/519 [03:45<00:09,  2.76it/s]
      39/80      0.94G     0.9722      1.641     0.6371      1.242          6        640:  95%|█████████▌| 494/519 [03:45<00:10,  2.33it/s]
      39/80      0.94G     0.9725      1.641     0.6374      1.242          8        640:  95%|█████████▌| 494/519 [03:46<00:10,  2.33it/s]
      39/80      0.94G     0.9725      1.641     0.6374      1.242          8        640:  95%|█████████▌| 495/519 [03:46<00:13,  1.79it/s]
      39/80      0.94G      0.973      1.642     0.6387      1.242          6        640:  95%|█████████▌| 495/519 [03:47<00:13,  1.79it/s]
      39/80      0.94G      0.973      1.642     0.6387      1.242          6        640:  96%|█████████▌| 496/519 [03:47<00:10,  2.24it/s]
      39/80      0.94G     0.9728      1.643     0.6389      1.242          9        640:  96%|█████████▌| 496/519 [03:47<00:10,  2.24it/s]
      39/80      0.94G     0.9728      1.643     0.6389      1.242          9        640:  96%|█████████▌| 497/519 [03:47<00:08,  2.59it/s]
      39/80      0.94G     0.9723      1.642     0.6385      1.242          5        640:  96%|█████████▌| 497/519 [03:47<00:08,  2.59it/s]
      39/80      0.94G     0.9723      1.642     0.6385      1.242          5        640:  96%|█████████▌| 498/519 [03:47<00:06,  3.02it/s]
      39/80      0.94G     0.9724      1.642     0.6385      1.242          9        640:  96%|█████████▌| 498/519 [03:48<00:06,  3.02it/s]
      39/80      0.94G     0.9724      1.642     0.6385      1.242          9        640:  96%|█████████▌| 499/519 [03:48<00:09,  2.12it/s]
      39/80      0.94G      0.972      1.641      0.638      1.242         11        640:  96%|█████████▌| 499/519 [03:48<00:09,  2.12it/s]
      39/80      0.94G      0.972      1.641      0.638      1.242         11        640:  96%|█████████▋| 500/519 [03:48<00:07,  2.48it/s]
      39/80      0.94G     0.9718       1.64     0.6377      1.242         13        640:  96%|█████████▋| 500/519 [03:48<00:07,  2.48it/s]
      39/80      0.94G     0.9718       1.64     0.6377      1.242         13        640:  97%|█████████▋| 501/519 [03:48<00:07,  2.48it/s]
      39/80      0.94G     0.9711      1.639     0.6382      1.241          7        640:  97%|█████████▋| 501/519 [03:49<00:07,  2.48it/s]
      39/80      0.94G     0.9711      1.639     0.6382      1.241          7        640:  97%|█████████▋| 502/519 [03:49<00:06,  2.79it/s]
      39/80      0.94G     0.9705      1.638     0.6379      1.241          5        640:  97%|█████████▋| 502/519 [03:50<00:06,  2.79it/s]
      39/80      0.94G     0.9705      1.638     0.6379      1.241          5        640:  97%|█████████▋| 503/519 [03:50<00:08,  1.84it/s]
      39/80      0.94G     0.9702      1.637     0.6377      1.241         13        640:  97%|█████████▋| 503/519 [03:50<00:08,  1.84it/s]
      39/80      0.94G     0.9702      1.637     0.6377      1.241         13        640:  97%|█████████▋| 504/519 [03:50<00:06,  2.23it/s]
      39/80      0.94G     0.9704      1.637     0.6379      1.241         13        640:  97%|█████████▋| 504/519 [03:50<00:06,  2.23it/s]
      39/80      0.94G     0.9704      1.637     0.6379      1.241         13        640:  97%|█████████▋| 505/519 [03:50<00:05,  2.46it/s]
      39/80      0.94G     0.9707      1.637     0.6381      1.241         11        640:  97%|█████████▋| 505/519 [03:50<00:05,  2.46it/s]
      39/80      0.94G     0.9707      1.637     0.6381      1.241         11        640:  97%|█████████▋| 506/519 [03:50<00:04,  2.92it/s]
      39/80      0.94G     0.9712      1.636     0.6383      1.241          7        640:  97%|█████████▋| 506/519 [03:52<00:04,  2.92it/s]
      39/80      0.94G     0.9712      1.636     0.6383      1.241          7        640:  98%|█████████▊| 507/519 [03:52<00:07,  1.67it/s]
      39/80      0.94G     0.9718      1.636     0.6383      1.242          6        640:  98%|█████████▊| 507/519 [03:52<00:07,  1.67it/s]
      39/80      0.94G     0.9718      1.636     0.6383      1.242          6        640:  98%|█████████▊| 508/519 [03:52<00:05,  2.14it/s]
      39/80      0.94G     0.9713      1.636      0.638      1.242         12        640:  98%|█████████▊| 508/519 [03:52<00:05,  2.14it/s]
      39/80      0.94G     0.9713      1.636      0.638      1.242         12        640:  98%|█████████▊| 509/519 [03:52<00:03,  2.52it/s]
      39/80      0.94G     0.9712      1.636     0.6384      1.242          8        640:  98%|█████████▊| 509/519 [03:52<00:03,  2.52it/s]
      39/80      0.94G     0.9715      1.636     0.6386      1.242         11        640:  98%|█████████▊| 509/519 [03:53<00:03,  2.52it/s]
      39/80      0.94G     0.9715      1.636     0.6386      1.242         11        640:  98%|█████████▊| 511/519 [03:53<00:03,  2.14it/s]
      39/80      0.94G     0.9718      1.636     0.6388      1.242         12        640:  98%|█████████▊| 511/519 [03:54<00:03,  2.14it/s]
      39/80      0.94G     0.9718      1.636     0.6388      1.242         12        640:  99%|█████████▊| 512/519 [03:54<00:04,  1.60it/s]
      39/80      0.94G     0.9714      1.636     0.6387      1.242         11        640:  99%|█████████▊| 512/519 [03:54<00:04,  1.60it/s]
      39/80      0.94G     0.9714      1.636     0.6387      1.242         11        640:  99%|█████████▉| 513/519 [03:54<00:03,  1.92it/s]
      39/80      0.94G     0.9722      1.638     0.6402      1.242         10        640:  99%|█████████▉| 513/519 [03:55<00:03,  1.92it/s]
      39/80      0.94G     0.9722      1.638     0.6402      1.242         10        640:  99%|█████████▉| 514/519 [03:55<00:02,  2.36it/s]
      39/80      0.94G     0.9724      1.639     0.6409      1.242         13        640:  99%|█████████▉| 514/519 [03:55<00:02,  2.36it/s]
      39/80      0.94G     0.9724      1.639     0.6409      1.242         13        640:  99%|█████████▉| 515/519 [03:55<00:01,  2.59it/s]
      39/80      0.94G     0.9724       1.64      0.641      1.242         12        640:  99%|█████████▉| 515/519 [03:56<00:01,  2.59it/s]
      39/80      0.94G     0.9724       1.64      0.641      1.242         12        640:  99%|█████████▉| 516/519 [03:56<00:01,  2.14it/s]
      39/80      0.94G     0.9724       1.64     0.6405      1.242          9        640:  99%|█████████▉| 516/519 [03:56<00:01,  2.14it/s]
      39/80      0.94G     0.9722       1.64     0.6403      1.242         11        640:  99%|█████████▉| 516/519 [03:56<00:01,  2.14it/s]
      39/80      0.94G     0.9722       1.64     0.6403      1.242         11        640: 100%|█████████▉| 518/519 [03:56<00:00,  3.47it/s]
      39/80      0.94G     0.9725       1.64     0.6402      1.242          9        640: 100%|█████████▉| 518/519 [03:56<00:00,  3.47it/s]
      39/80      0.94G     0.9725       1.64     0.6402      1.242          9        640: 100%|██████████| 519/519 [03:56<00:00,  2.20it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:47,  6.37s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<03:01,  2.88s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:50,  1.78s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:18,  1.29s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<01:02,  1.03s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:49,  1.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:43,  1.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:37,  1.53it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:32,  1.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:26,  2.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:23,  2.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:22,  2.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:22,  2.27it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:23,  2.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:22,  2.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:24,  2.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:23,  2.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:23,  1.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:24,  1.84it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:25,  1.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:21,  1.93it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:17,  2.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.93it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.60it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:04,  6.42it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:03,  6.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  6.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.45it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.50it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  8.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  82%|████████▏ | 53/65 [00:21<00:01,  8.49it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  9.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.43it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:22<00:00,  9.82it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.84it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.78it/s]
+                   all        519        519      0.953      0.933       0.98      0.719      0.946      0.925      0.977      0.686
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
      40/80      0.94G      1.096      2.336     0.7885      1.254          9        640:   0%|          | 0/519 [00:02<?, ?it/s]
      40/80      0.94G      1.096      2.336     0.7885      1.254          9        640:   0%|          | 1/519 [00:02<19:32,  2.26s/it]
      40/80      0.94G     0.9579      2.162     0.7309      1.179         13        640:   0%|          | 1/519 [00:03<19:32,  2.26s/it]
      40/80      0.94G     0.9579      2.162     0.7309      1.179         13        640:   0%|          | 2/519 [00:03<12:33,  1.46s/it]
      40/80      0.94G     0.8972      2.024     0.7438      1.184          9        640:   0%|          | 2/519 [00:03<12:33,  1.46s/it]
      40/80      0.94G     0.8972      2.024     0.7438      1.184          9        640:   1%|          | 3/519 [00:03<07:41,  1.12it/s]
      40/80      0.94G     0.9574      2.052     0.8402      1.303          7        640:   1%|          | 3/519 [00:04<07:41,  1.12it/s]
      40/80      0.94G     0.9574      2.052     0.8402      1.303          7        640:   1%|          | 4/519 [00:04<07:27,  1.15it/s]
      40/80      0.94G     0.9772      1.932      0.807      1.276         12        640:   1%|          | 4/519 [00:04<07:27,  1.15it/s]
      40/80      0.94G     0.9772      1.932      0.807      1.276         12        640:   1%|          | 5/519 [00:04<05:26,  1.57it/s]
      40/80      0.94G      1.016      1.854     0.7957      1.329          8        640:   1%|          | 5/519 [00:04<05:26,  1.57it/s]
      40/80      0.94G      1.016      1.854     0.7957      1.329          8        640:   1%|          | 6/519 [00:04<04:14,  2.02it/s]
      40/80      0.94G      1.008      1.756     0.8009      1.346          6        640:   1%|          | 6/519 [00:04<04:14,  2.02it/s]
      40/80      0.94G      1.008      1.756     0.8009      1.346          6        640:   1%|▏         | 7/519 [00:04<03:33,  2.39it/s]
      40/80      0.94G      1.002      1.685     0.7654      1.332         11        640:   1%|▏         | 7/519 [00:06<03:33,  2.39it/s]
      40/80      0.94G      1.002      1.685     0.7654      1.332         11        640:   2%|▏         | 8/519 [00:06<05:54,  1.44it/s]
      40/80      0.94G     0.9766      1.644     0.7326      1.309         11        640:   2%|▏         | 8/519 [00:06<05:54,  1.44it/s]
      40/80      0.94G     0.9766      1.644     0.7326      1.309         11        640:   2%|▏         | 9/519 [00:06<04:40,  1.82it/s]
      40/80      0.94G     0.9912      1.656      0.737      1.298         12        640:   2%|▏         | 9/519 [00:06<04:40,  1.82it/s]
      40/80      0.94G     0.9912      1.656      0.737      1.298         12        640:   2%|▏         | 10/519 [00:06<03:51,  2.20it/s]
      40/80      0.94G     0.9798      1.658     0.7271      1.278          8        640:   2%|▏         | 10/519 [00:06<03:51,  2.20it/s]
      40/80      0.94G     0.9798      1.658     0.7271      1.278          8        640:   2%|▏         | 11/519 [00:06<03:14,  2.61it/s]
      40/80      0.94G     0.9759      1.663     0.7065       1.27         10        640:   2%|▏         | 11/519 [00:08<03:14,  2.61it/s]
      40/80      0.94G     0.9759      1.663     0.7065       1.27         10        640:   2%|▏         | 12/519 [00:08<05:31,  1.53it/s]
      40/80      0.94G     0.9663      1.662     0.6876      1.259         11        640:   2%|▏         | 12/519 [00:08<05:31,  1.53it/s]
      40/80      0.94G     0.9663      1.662     0.6876      1.259         11        640:   3%|▎         | 13/519 [00:08<04:31,  1.87it/s]
      40/80      0.94G     0.9511      1.675     0.6753      1.247         11        640:   3%|▎         | 13/519 [00:08<04:31,  1.87it/s]
      40/80      0.94G     0.9511      1.675     0.6753      1.247         11        640:   3%|▎         | 14/519 [00:08<03:49,  2.20it/s]
      40/80      0.94G     0.9367      1.657     0.6648      1.232          9        640:   3%|▎         | 14/519 [00:08<03:49,  2.20it/s]
      40/80      0.94G     0.9367      1.657     0.6648      1.232          9        640:   3%|▎         | 15/519 [00:08<03:17,  2.55it/s]
      40/80      0.94G      0.927      1.633     0.6597      1.227          8        640:   3%|▎         | 15/519 [00:10<03:17,  2.55it/s]
      40/80      0.94G      0.927      1.633     0.6597      1.227          8        640:   3%|▎         | 16/519 [00:10<06:14,  1.34it/s]
      40/80      0.94G     0.9224       1.61     0.6557      1.231          7        640:   3%|▎         | 16/519 [00:10<06:14,  1.34it/s]
      40/80      0.94G     0.9224       1.61     0.6557      1.231          7        640:   3%|▎         | 17/519 [00:10<04:42,  1.78it/s]
      40/80      0.94G     0.9107      1.575     0.6425      1.223          7        640:   3%|▎         | 17/519 [00:10<04:42,  1.78it/s]
      40/80      0.94G     0.9107      1.575     0.6425      1.223          7        640:   3%|▎         | 18/519 [00:10<03:52,  2.16it/s]
      40/80      0.94G     0.9177      1.576     0.6382      1.234          9        640:   3%|▎         | 18/519 [00:11<03:52,  2.16it/s]
      40/80      0.94G     0.9177      1.576     0.6382      1.234          9        640:   4%|▎         | 19/519 [00:11<03:14,  2.57it/s]
      40/80      0.94G     0.9195       1.57     0.6356      1.231          8        640:   4%|▎         | 19/519 [00:12<03:14,  2.57it/s]
      40/80      0.94G     0.9195       1.57     0.6356      1.231          8        640:   4%|▍         | 20/519 [00:12<04:36,  1.80it/s]
      40/80      0.94G     0.9107      1.599     0.6309      1.225         13        640:   4%|▍         | 20/519 [00:12<04:36,  1.80it/s]
      40/80      0.94G     0.9107      1.599     0.6309      1.225         13        640:   4%|▍         | 21/519 [00:12<03:55,  2.11it/s]
      40/80      0.94G     0.9088      1.593     0.6351      1.215         13        640:   4%|▍         | 21/519 [00:12<03:55,  2.11it/s]
      40/80      0.94G     0.9088      1.593     0.6351      1.215         13        640:   4%|▍         | 22/519 [00:12<03:15,  2.54it/s]
      40/80      0.94G     0.9021      1.582     0.6276      1.209         13        640:   4%|▍         | 22/519 [00:12<03:15,  2.54it/s]
      40/80      0.94G     0.9021      1.582     0.6276      1.209         13        640:   4%|▍         | 23/519 [00:12<02:50,  2.90it/s]
      40/80      0.94G     0.9164      1.581      0.635      1.212         11        640:   4%|▍         | 23/519 [00:13<02:50,  2.90it/s]
      40/80      0.94G     0.9164      1.581      0.635      1.212         11        640:   5%|▍         | 24/519 [00:13<04:24,  1.87it/s]
      40/80      0.94G     0.9111      1.573     0.6294      1.207         10        640:   5%|▍         | 24/519 [00:13<04:24,  1.87it/s]
      40/80      0.94G     0.9111      1.573     0.6294      1.207         10        640:   5%|▍         | 25/519 [00:13<03:38,  2.27it/s]
      40/80      0.94G     0.8991      1.551     0.6209      1.197          7        640:   5%|▍         | 25/519 [00:14<03:38,  2.27it/s]
      40/80      0.94G     0.8991      1.551     0.6209      1.197          7        640:   5%|▌         | 26/519 [00:14<03:07,  2.63it/s]
      40/80      0.94G     0.9161      1.581      0.622      1.209         10        640:   5%|▌         | 26/519 [00:14<03:07,  2.63it/s]
      40/80      0.94G     0.9161      1.581      0.622      1.209         10        640:   5%|▌         | 27/519 [00:14<02:48,  2.92it/s]
      40/80      0.94G     0.9178      1.579     0.6165      1.206         15        640:   5%|▌         | 27/519 [00:15<02:48,  2.92it/s]
      40/80      0.94G     0.9178      1.579     0.6165      1.206         15        640:   5%|▌         | 28/519 [00:15<04:20,  1.88it/s]
      40/80      0.94G     0.9088      1.564     0.6097      1.201         12        640:   5%|▌         | 28/519 [00:15<04:20,  1.88it/s]
      40/80      0.94G     0.9088      1.564     0.6097      1.201         12        640:   6%|▌         | 29/519 [00:15<03:39,  2.23it/s]
      40/80      0.94G     0.9034      1.555     0.6054      1.195         13        640:   6%|▌         | 29/519 [00:15<03:39,  2.23it/s]
      40/80      0.94G     0.9034      1.555     0.6054      1.195         13        640:   6%|▌         | 30/519 [00:15<03:05,  2.64it/s]
      40/80      0.94G     0.9091      1.563     0.6114      1.195          8        640:   6%|▌         | 30/519 [00:16<03:05,  2.64it/s]
      40/80      0.94G     0.9091      1.563     0.6114      1.195          8        640:   6%|▌         | 31/519 [00:16<02:43,  2.99it/s]
      40/80      0.94G     0.9073      1.558     0.6086      1.193         14        640:   6%|▌         | 31/519 [00:17<02:43,  2.99it/s]
      40/80      0.94G     0.9073      1.558     0.6086      1.193         14        640:   6%|▌         | 32/519 [00:17<04:34,  1.77it/s]
      40/80      0.94G     0.9053      1.555     0.6053      1.191         11        640:   6%|▌         | 32/519 [00:17<04:34,  1.77it/s]
      40/80      0.94G     0.9053      1.555     0.6053      1.191         11        640:   6%|▋         | 33/519 [00:17<03:44,  2.16it/s]
      40/80      0.94G     0.9041      1.554     0.6053      1.192         11        640:   6%|▋         | 33/519 [00:17<03:44,  2.16it/s]
      40/80      0.94G     0.9041      1.554     0.6053      1.192         11        640:   7%|▋         | 34/519 [00:17<03:13,  2.50it/s]
      40/80      0.94G     0.9021       1.55     0.6024      1.191          9        640:   7%|▋         | 34/519 [00:17<03:13,  2.50it/s]
      40/80      0.94G     0.9021       1.55     0.6024      1.191          9        640:   7%|▋         | 35/519 [00:17<02:43,  2.96it/s]
      40/80      0.94G     0.8987       1.54     0.6022       1.19         13        640:   7%|▋         | 35/519 [00:18<02:43,  2.96it/s]
      40/80      0.94G     0.8987       1.54     0.6022       1.19         13        640:   7%|▋         | 36/519 [00:18<04:16,  1.88it/s]
      40/80      0.94G     0.8965      1.538     0.5973       1.19          9        640:   7%|▋         | 36/519 [00:19<04:16,  1.88it/s]
      40/80      0.94G     0.8965      1.538     0.5973       1.19          9        640:   7%|▋         | 37/519 [00:19<03:25,  2.35it/s]
      40/80      0.94G     0.8974      1.537     0.6021      1.189         10        640:   7%|▋         | 37/519 [00:19<03:25,  2.35it/s]
      40/80      0.94G     0.8974      1.537     0.6021      1.189         10        640:   7%|▋         | 38/519 [00:19<03:00,  2.67it/s]
      40/80      0.94G     0.9139      1.548     0.6068      1.203          7        640:   7%|▋         | 38/519 [00:19<03:00,  2.67it/s]
      40/80      0.94G     0.9139      1.548     0.6068      1.203          7        640:   8%|▊         | 39/519 [00:19<02:48,  2.84it/s]
      40/80      0.94G     0.9157      1.539     0.6066      1.202          6        640:   8%|▊         | 39/519 [00:21<02:48,  2.84it/s]
      40/80      0.94G     0.9157      1.539     0.6066      1.202          6        640:   8%|▊         | 40/519 [00:21<05:34,  1.43it/s]
      40/80      0.94G     0.9099      1.517     0.6059      1.198          3        640:   8%|▊         | 40/519 [00:21<05:34,  1.43it/s]
      40/80      0.94G     0.9099      1.517     0.6059      1.198          3        640:   8%|▊         | 41/519 [00:21<04:22,  1.82it/s]
      40/80      0.94G     0.9119      1.514     0.6028      1.201          7        640:   8%|▊         | 41/519 [00:21<04:22,  1.82it/s]
      40/80      0.94G     0.9119      1.514     0.6028      1.201          7        640:   8%|▊         | 42/519 [00:21<03:39,  2.18it/s]
      40/80      0.94G     0.9092      1.505     0.5982      1.201          8        640:   8%|▊         | 42/519 [00:21<03:39,  2.18it/s]
      40/80      0.94G     0.9092      1.505     0.5982      1.201          8        640:   8%|▊         | 43/519 [00:21<03:04,  2.57it/s]
      40/80      0.94G     0.9134      1.503      0.598      1.202         10        640:   8%|▊         | 43/519 [00:22<03:04,  2.57it/s]
      40/80      0.94G     0.9134      1.503      0.598      1.202         10        640:   8%|▊         | 44/519 [00:22<04:48,  1.64it/s]
      40/80      0.94G     0.9108      1.501     0.5959      1.201         11        640:   8%|▊         | 44/519 [00:23<04:48,  1.64it/s]
      40/80      0.94G     0.9108      1.501     0.5959      1.201         11        640:   9%|▊         | 45/519 [00:23<04:00,  1.97it/s]
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      40/80      0.94G     0.9419      1.583     0.6192      1.225          9        640:  57%|█████▋    | 297/519 [02:16<01:22,  2.68it/s]
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      40/80      0.94G     0.9415      1.582     0.6191      1.224         12        640:  57%|█████▋    | 298/519 [02:17<01:44,  2.11it/s]
      40/80      0.94G     0.9415      1.582     0.6191      1.224         12        640:  58%|█████▊    | 299/519 [02:17<01:30,  2.44it/s]
      40/80      0.94G      0.942      1.582      0.619      1.225          5        640:  58%|█████▊    | 299/519 [02:17<01:30,  2.44it/s]
      40/80      0.94G      0.942      1.582      0.619      1.225          5        640:  58%|█████▊    | 300/519 [02:17<01:24,  2.59it/s]
      40/80      0.94G     0.9425      1.581      0.619      1.226          8        640:  58%|█████▊    | 300/519 [02:17<01:24,  2.59it/s]
      40/80      0.94G     0.9425      1.581      0.619      1.226          8        640:  58%|█████▊    | 301/519 [02:17<01:15,  2.90it/s]
      40/80      0.94G     0.9417      1.581     0.6188      1.225         14        640:  58%|█████▊    | 301/519 [02:18<01:15,  2.90it/s]
      40/80      0.94G     0.9417      1.581     0.6188      1.225         14        640:  58%|█████▊    | 302/519 [02:18<02:04,  1.74it/s]
      40/80      0.94G     0.9424      1.583     0.6195      1.226          8        640:  58%|█████▊    | 302/519 [02:18<02:04,  1.74it/s]
      40/80      0.94G     0.9424      1.583     0.6195      1.226          8        640:  58%|█████▊    | 303/519 [02:18<01:42,  2.11it/s]
      40/80      0.94G     0.9421      1.583     0.6193      1.226         11        640:  58%|█████▊    | 303/519 [02:19<01:42,  2.11it/s]
      40/80      0.94G     0.9421      1.583     0.6193      1.226         11        640:  59%|█████▊    | 304/519 [02:19<01:30,  2.39it/s]
      40/80      0.94G     0.9413      1.581     0.6187      1.225         10        640:  59%|█████▊    | 304/519 [02:20<01:30,  2.39it/s]
      40/80      0.94G     0.9413      1.581     0.6187      1.225         10        640:  59%|█████▉    | 305/519 [02:20<01:57,  1.82it/s]
      40/80      0.94G     0.9414      1.581     0.6188      1.225          9        640:  59%|█████▉    | 305/519 [02:20<01:57,  1.82it/s]
      40/80      0.94G     0.9414      1.581     0.6188      1.225          9        640:  59%|█████▉    | 306/519 [02:20<01:51,  1.92it/s]
      40/80      0.94G     0.9415      1.582     0.6198      1.226         11        640:  59%|█████▉    | 306/519 [02:20<01:51,  1.92it/s]
      40/80      0.94G     0.9415      1.582     0.6198      1.226         11        640:  59%|█████▉    | 307/519 [02:20<01:35,  2.23it/s]
      40/80      0.94G     0.9421      1.582     0.6208      1.226         12        640:  59%|█████▉    | 307/519 [02:21<01:35,  2.23it/s]
      40/80      0.94G     0.9421      1.582     0.6208      1.226         12        640:  59%|█████▉    | 308/519 [02:21<01:19,  2.64it/s]
      40/80      0.94G      0.942      1.582     0.6207      1.226         11        640:  59%|█████▉    | 308/519 [02:21<01:19,  2.64it/s]
      40/80      0.94G      0.942      1.582     0.6207      1.226         11        640:  60%|█████▉    | 309/519 [02:21<01:42,  2.06it/s]
      40/80      0.94G     0.9422      1.584     0.6211      1.226         15        640:  60%|█████▉    | 309/519 [02:22<01:42,  2.06it/s]
      40/80      0.94G     0.9422      1.584     0.6211      1.226         15        640:  60%|█████▉    | 310/519 [02:22<01:52,  1.86it/s]
      40/80      0.94G     0.9419      1.583     0.6209      1.226         12        640:  60%|█████▉    | 310/519 [02:22<01:52,  1.86it/s]
      40/80      0.94G     0.9419      1.583     0.6209      1.226         12        640:  60%|█████▉    | 311/519 [02:22<01:32,  2.24it/s]
      40/80      0.94G     0.9413      1.582     0.6209      1.225          9        640:  60%|█████▉    | 311/519 [02:22<01:32,  2.24it/s]
      40/80      0.94G     0.9413      1.582     0.6209      1.225          9        640:  60%|██████    | 312/519 [02:22<01:19,  2.61it/s]
      40/80      0.94G     0.9406      1.581     0.6202      1.225         11        640:  60%|██████    | 312/519 [02:23<01:19,  2.61it/s]
      40/80      0.94G     0.9406      1.581     0.6202      1.225         11        640:  60%|██████    | 313/519 [02:23<01:18,  2.62it/s]
      40/80      0.94G     0.9405      1.581     0.6203      1.225          8        640:  60%|██████    | 313/519 [02:24<01:18,  2.62it/s]
      40/80      0.94G     0.9405      1.581     0.6203      1.225          8        640:  61%|██████    | 314/519 [02:24<02:06,  1.62it/s]
      40/80      0.94G     0.9414      1.582       0.62      1.225         11        640:  61%|██████    | 314/519 [02:24<02:06,  1.62it/s]
      40/80      0.94G     0.9414      1.582       0.62      1.225         11        640:  61%|██████    | 315/519 [02:24<01:37,  2.09it/s]
      40/80      0.94G     0.9423      1.583     0.6201      1.226          8        640:  61%|██████    | 315/519 [02:24<01:37,  2.09it/s]
      40/80      0.94G     0.9423      1.583     0.6201      1.226          8        640:  61%|██████    | 316/519 [02:24<01:30,  2.24it/s]
      40/80      0.94G     0.9422      1.582     0.6199      1.225         10        640:  61%|██████    | 316/519 [02:25<01:30,  2.24it/s]
      40/80      0.94G     0.9422      1.582     0.6199      1.225         10        640:  61%|██████    | 317/519 [02:25<01:46,  1.90it/s]
      40/80      0.94G     0.9422      1.582     0.6195      1.225         14        640:  61%|██████    | 317/519 [02:25<01:46,  1.90it/s]
      40/80      0.94G     0.9422      1.582     0.6195      1.225         14        640:  61%|██████▏   | 318/519 [02:25<01:28,  2.26it/s]
      40/80      0.94G     0.9424      1.584     0.6209      1.225          9        640:  61%|██████▏   | 318/519 [02:26<01:28,  2.26it/s]
      40/80      0.94G     0.9424      1.584     0.6209      1.225          9        640:  61%|██████▏   | 319/519 [02:26<01:16,  2.61it/s]
      40/80      0.94G     0.9427      1.583     0.6209      1.224         15        640:  61%|██████▏   | 319/519 [02:26<01:16,  2.61it/s]
      40/80      0.94G     0.9427      1.583     0.6209      1.224         15        640:  62%|██████▏   | 320/519 [02:26<01:06,  2.99it/s]
      40/80      0.94G     0.9428      1.583     0.6209      1.224         12        640:  62%|██████▏   | 320/519 [02:28<01:06,  2.99it/s]
      40/80      0.94G     0.9428      1.583     0.6209      1.224         12        640:  62%|██████▏   | 321/519 [02:28<02:22,  1.39it/s]
      40/80      0.94G     0.9425      1.581     0.6207      1.224          8        640:  62%|██████▏   | 321/519 [02:28<02:22,  1.39it/s]
      40/80      0.94G     0.9425      1.581     0.6207      1.224          8        640:  62%|██████▏   | 322/519 [02:28<01:51,  1.77it/s]
      40/80      0.94G     0.9439      1.582     0.6216      1.224          9        640:  62%|██████▏   | 322/519 [02:28<01:51,  1.77it/s]
      40/80      0.94G     0.9439      1.582     0.6216      1.224          9        640:  62%|██████▏   | 323/519 [02:28<01:28,  2.22it/s]
      40/80      0.94G     0.9435       1.58     0.6212      1.224         10        640:  62%|██████▏   | 323/519 [02:28<01:28,  2.22it/s]
      40/80      0.94G     0.9435       1.58     0.6212      1.224         10        640:  62%|██████▏   | 324/519 [02:28<01:16,  2.55it/s]
      40/80      0.94G     0.9432      1.579     0.6215      1.224         16        640:  62%|██████▏   | 324/519 [02:30<01:16,  2.55it/s]
      40/80      0.94G     0.9432      1.579     0.6215      1.224         16        640:  63%|██████▎   | 325/519 [02:30<02:11,  1.47it/s]
      40/80      0.94G     0.9434       1.58     0.6212      1.224          9        640:  63%|██████▎   | 325/519 [02:30<02:11,  1.47it/s]
      40/80      0.94G     0.9434       1.58     0.6212      1.224          9        640:  63%|██████▎   | 326/519 [02:30<01:41,  1.90it/s]
      40/80      0.94G     0.9443       1.58     0.6218      1.224         10        640:  63%|██████▎   | 326/519 [02:30<01:41,  1.90it/s]
      40/80      0.94G     0.9443       1.58     0.6218      1.224         10        640:  63%|██████▎   | 327/519 [02:30<01:21,  2.36it/s]
      40/80      0.94G     0.9443      1.581     0.6222      1.225         11        640:  63%|██████▎   | 327/519 [02:30<01:21,  2.36it/s]
      40/80      0.94G     0.9443      1.581     0.6222      1.225         11        640:  63%|██████▎   | 328/519 [02:30<01:10,  2.69it/s]
      40/80      0.94G     0.9451      1.579     0.6222      1.225          7        640:  63%|██████▎   | 328/519 [02:31<01:10,  2.69it/s]
      40/80      0.94G     0.9451      1.579     0.6222      1.225          7        640:  63%|██████▎   | 329/519 [02:31<01:35,  1.99it/s]
      40/80      0.94G     0.9441      1.578      0.622      1.225         11        640:  63%|██████▎   | 329/519 [02:31<01:35,  1.99it/s]
      40/80      0.94G     0.9441      1.578      0.622      1.225         11        640:  64%|██████▎   | 330/519 [02:31<01:25,  2.21it/s]
      40/80      0.94G     0.9436      1.577     0.6215      1.224         11        640:  64%|██████▎   | 330/519 [02:32<01:25,  2.21it/s]
      40/80      0.94G     0.9436      1.577     0.6215      1.224         11        640:  64%|██████▍   | 331/519 [02:32<01:13,  2.54it/s]
      40/80      0.94G     0.9432      1.578     0.6217      1.224          7        640:  64%|██████▍   | 331/519 [02:32<01:13,  2.54it/s]
      40/80      0.94G     0.9432      1.578     0.6217      1.224          7        640:  64%|██████▍   | 332/519 [02:32<01:07,  2.77it/s]
      40/80      0.94G     0.9438      1.578     0.6219      1.224         12        640:  64%|██████▍   | 332/519 [02:33<01:07,  2.77it/s]
      40/80      0.94G     0.9438      1.578     0.6219      1.224         12        640:  64%|██████▍   | 333/519 [02:33<01:36,  1.93it/s]
      40/80      0.94G     0.9434      1.576     0.6215      1.224          8        640:  64%|██████▍   | 333/519 [02:33<01:36,  1.93it/s]
      40/80      0.94G     0.9434      1.576     0.6215      1.224          8        640:  64%|██████▍   | 334/519 [02:33<01:40,  1.84it/s]
      40/80      0.94G     0.9441      1.577     0.6212      1.224          6        640:  64%|██████▍   | 334/519 [02:33<01:40,  1.84it/s]
      40/80      0.94G     0.9441      1.577     0.6212      1.224          6        640:  65%|██████▍   | 335/519 [02:33<01:19,  2.31it/s]
      40/80      0.94G     0.9437      1.577     0.6215      1.224         11        640:  65%|██████▍   | 335/519 [02:34<01:19,  2.31it/s]
      40/80      0.94G     0.9437      1.577     0.6215      1.224         11        640:  65%|██████▍   | 336/519 [02:34<01:09,  2.64it/s]
      40/80      0.94G     0.9436      1.575     0.6213      1.223          7        640:  65%|██████▍   | 336/519 [02:34<01:09,  2.64it/s]
      40/80      0.94G     0.9436      1.575     0.6213      1.223          7        640:  65%|██████▍   | 337/519 [02:34<01:26,  2.11it/s]
      40/80      0.94G     0.9432      1.575     0.6212      1.223         10        640:  65%|██████▍   | 337/519 [02:35<01:26,  2.11it/s]
      40/80      0.94G     0.9432      1.575     0.6212      1.223         10        640:  65%|██████▌   | 338/519 [02:35<01:36,  1.87it/s]
      40/80      0.94G     0.9427      1.574     0.6204      1.223         11        640:  65%|██████▌   | 338/519 [02:35<01:36,  1.87it/s]
      40/80      0.94G     0.9427      1.574     0.6204      1.223         11        640:  65%|██████▌   | 339/519 [02:35<01:20,  2.23it/s]
      40/80      0.94G     0.9423      1.574       0.62      1.222         10        640:  65%|██████▌   | 339/519 [02:36<01:20,  2.23it/s]
      40/80      0.94G     0.9423      1.574       0.62      1.222         10        640:  66%|██████▌   | 340/519 [02:36<01:06,  2.69it/s]
      40/80      0.94G     0.9428      1.573     0.6207      1.222         10        640:  66%|██████▌   | 340/519 [02:36<01:06,  2.69it/s]
      40/80      0.94G     0.9428      1.573     0.6207      1.222         10        640:  66%|██████▌   | 341/519 [02:36<01:07,  2.65it/s]
      40/80      0.94G     0.9428      1.573     0.6204      1.222         11        640:  66%|██████▌   | 341/519 [02:36<01:07,  2.65it/s]
      40/80      0.94G     0.9428      1.573     0.6204      1.222         11        640:  66%|██████▌   | 342/519 [02:36<01:13,  2.41it/s]
      40/80      0.94G     0.9429      1.573     0.6203      1.222          9        640:  66%|██████▌   | 342/519 [02:37<01:13,  2.41it/s]
      40/80      0.94G     0.9429      1.573     0.6203      1.222          9        640:  66%|██████▌   | 343/519 [02:37<01:02,  2.81it/s]
      40/80      0.94G     0.9427      1.571     0.6199      1.221         13        640:  66%|██████▌   | 343/519 [02:37<01:02,  2.81it/s]
      40/80      0.94G     0.9427      1.571     0.6199      1.221         13        640:  66%|██████▋   | 344/519 [02:37<00:55,  3.14it/s]
      40/80      0.94G     0.9429      1.572     0.6202      1.222          8        640:  66%|██████▋   | 344/519 [02:37<00:55,  3.14it/s]
      40/80      0.94G     0.9429      1.572     0.6202      1.222          8        640:  66%|██████▋   | 345/519 [02:37<01:05,  2.65it/s]
      40/80      0.94G     0.9425      1.571     0.6201      1.221         14        640:  66%|██████▋   | 345/519 [02:38<01:05,  2.65it/s]
      40/80      0.94G     0.9425      1.571     0.6201      1.221         14        640:  67%|██████▋   | 346/519 [02:38<01:19,  2.17it/s]
      40/80      0.94G      0.942      1.569     0.6195      1.221          9        640:  67%|██████▋   | 346/519 [02:38<01:19,  2.17it/s]
      40/80      0.94G      0.942      1.569     0.6195      1.221          9        640:  67%|██████▋   | 347/519 [02:38<01:06,  2.58it/s]
      40/80      0.94G     0.9419      1.569      0.619      1.221         11        640:  67%|██████▋   | 347/519 [02:39<01:06,  2.58it/s]
      40/80      0.94G     0.9419      1.569      0.619      1.221         11        640:  67%|██████▋   | 348/519 [02:39<01:04,  2.66it/s]
      40/80      0.94G     0.9417      1.569     0.6191      1.221          8        640:  67%|██████▋   | 348/519 [02:39<01:04,  2.66it/s]
      40/80      0.94G     0.9417      1.569     0.6191      1.221          8        640:  67%|██████▋   | 349/519 [02:39<01:00,  2.81it/s]
      40/80      0.94G     0.9425      1.568     0.6192      1.221         11        640:  67%|██████▋   | 349/519 [02:40<01:00,  2.81it/s]
      40/80      0.94G     0.9425      1.568     0.6192      1.221         11        640:  67%|██████▋   | 350/519 [02:40<01:59,  1.42it/s]
      40/80      0.94G     0.9433      1.569     0.6202      1.221         10        640:  67%|██████▋   | 350/519 [02:41<01:59,  1.42it/s]
      40/80      0.94G     0.9433      1.569     0.6202      1.221         10        640:  68%|██████▊   | 351/519 [02:41<01:34,  1.77it/s]
      40/80      0.94G     0.9436      1.568     0.6204      1.221         11        640:  68%|██████▊   | 351/519 [02:41<01:34,  1.77it/s]
      40/80      0.94G     0.9436      1.568     0.6204      1.221         11        640:  68%|██████▊   | 352/519 [02:41<01:17,  2.14it/s]
      40/80      0.94G     0.9434      1.568     0.6206      1.221         11        640:  68%|██████▊   | 352/519 [02:41<01:17,  2.14it/s]
      40/80      0.94G     0.9434      1.568     0.6206      1.221         11        640:  68%|██████▊   | 353/519 [02:41<01:07,  2.45it/s]
      40/80      0.94G     0.9445      1.571     0.6212      1.221         14        640:  68%|██████▊   | 353/519 [02:43<01:07,  2.45it/s]
      40/80      0.94G     0.9445      1.571     0.6212      1.221         14        640:  68%|██████▊   | 354/519 [02:43<01:56,  1.42it/s]
      40/80      0.94G     0.9442      1.573      0.621      1.221         11        640:  68%|██████▊   | 354/519 [02:43<01:56,  1.42it/s]
      40/80      0.94G     0.9442      1.573      0.621      1.221         11        640:  68%|██████▊   | 355/519 [02:43<01:31,  1.79it/s]
      40/80      0.94G     0.9449      1.575     0.6221      1.221          7        640:  68%|██████▊   | 355/519 [02:43<01:31,  1.79it/s]
      40/80      0.94G     0.9449      1.575     0.6221      1.221          7        640:  69%|██████▊   | 356/519 [02:43<01:16,  2.13it/s]
      40/80      0.94G     0.9448      1.576     0.6215      1.221          6        640:  69%|██████▊   | 356/519 [02:43<01:16,  2.13it/s]
      40/80      0.94G     0.9448      1.576     0.6215      1.221          6        640:  69%|██████▉   | 357/519 [02:43<01:06,  2.44it/s]
      40/80      0.94G     0.9454      1.576     0.6214      1.221          8        640:  69%|██████▉   | 357/519 [02:45<01:06,  2.44it/s]
      40/80      0.94G     0.9454      1.576     0.6214      1.221          8        640:  69%|██████▉   | 358/519 [02:45<01:43,  1.55it/s]
      40/80      0.94G     0.9454      1.576      0.621      1.221          8        640:  69%|██████▉   | 358/519 [02:45<01:43,  1.55it/s]
      40/80      0.94G     0.9454      1.576      0.621      1.221          8        640:  69%|██████▉   | 359/519 [02:45<01:21,  1.96it/s]
      40/80      0.94G     0.9449      1.574     0.6206      1.221         11        640:  69%|██████▉   | 359/519 [02:45<01:21,  1.96it/s]
      40/80      0.94G     0.9449      1.574     0.6206      1.221         11        640:  69%|██████▉   | 360/519 [02:45<01:09,  2.28it/s]
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      40/80      0.94G     0.9499      1.576     0.6273      1.222          8        640:  93%|█████████▎| 482/519 [03:42<00:23,  1.56it/s]
      40/80      0.94G       0.95      1.577     0.6274      1.223         10        640:  93%|█████████▎| 482/519 [03:42<00:23,  1.56it/s]
      40/80      0.94G       0.95      1.577     0.6274      1.223         10        640:  93%|█████████▎| 483/519 [03:42<00:18,  1.94it/s]
      40/80      0.94G     0.9498      1.577     0.6274      1.223         11        640:  93%|█████████▎| 483/519 [03:42<00:18,  1.94it/s]
      40/80      0.94G     0.9498      1.577     0.6274      1.223         11        640:  93%|█████████▎| 484/519 [03:42<00:14,  2.40it/s]
      40/80      0.94G     0.9501      1.576     0.6274      1.223         10        640:  93%|█████████▎| 484/519 [03:42<00:14,  2.40it/s]
      40/80      0.94G     0.9501      1.576     0.6274      1.223         10        640:  93%|█████████▎| 485/519 [03:42<00:12,  2.79it/s]
      40/80      0.94G     0.9495      1.575     0.6269      1.223          8        640:  93%|█████████▎| 485/519 [03:43<00:12,  2.79it/s]
      40/80      0.94G     0.9495      1.575     0.6269      1.223          8        640:  94%|█████████▎| 486/519 [03:43<00:18,  1.83it/s]
      40/80      0.94G     0.9493      1.576     0.6272      1.223         11        640:  94%|█████████▎| 486/519 [03:44<00:18,  1.83it/s]
      40/80      0.94G     0.9493      1.576     0.6272      1.223         11        640:  94%|█████████▍| 487/519 [03:44<00:14,  2.25it/s]
      40/80      0.94G     0.9494      1.577     0.6272      1.223         10        640:  94%|█████████▍| 487/519 [03:44<00:14,  2.25it/s]
      40/80      0.94G     0.9494      1.577     0.6272      1.223         10        640:  94%|█████████▍| 488/519 [03:44<00:11,  2.67it/s]
      40/80      0.94G      0.949      1.577     0.6269      1.222          8        640:  94%|█████████▍| 488/519 [03:44<00:11,  2.67it/s]
      40/80      0.94G      0.949      1.577     0.6269      1.222          8        640:  94%|█████████▍| 489/519 [03:44<00:10,  2.90it/s]
      40/80      0.94G     0.9493      1.576      0.627      1.222         10        640:  94%|█████████▍| 489/519 [03:45<00:10,  2.90it/s]
      40/80      0.94G     0.9493      1.576      0.627      1.222         10        640:  94%|█████████▍| 490/519 [03:45<00:18,  1.55it/s]
      40/80      0.94G     0.9497      1.578     0.6272      1.223          6        640:  94%|█████████▍| 490/519 [03:46<00:18,  1.55it/s]
      40/80      0.94G     0.9497      1.578     0.6272      1.223          6        640:  95%|█████████▍| 491/519 [03:46<00:14,  1.88it/s]
      40/80      0.94G     0.9502      1.579     0.6275      1.223          9        640:  95%|█████████▍| 491/519 [03:46<00:14,  1.88it/s]
      40/80      0.94G     0.9502      1.579     0.6275      1.223          9        640:  95%|█████████▍| 492/519 [03:46<00:12,  2.17it/s]
      40/80      0.94G     0.9507       1.58     0.6276      1.223         11        640:  95%|█████████▍| 492/519 [03:46<00:12,  2.17it/s]
      40/80      0.94G     0.9507       1.58     0.6276      1.223         11        640:  95%|█████████▍| 493/519 [03:46<00:10,  2.45it/s]
      40/80      0.94G     0.9503       1.58     0.6276      1.223          9        640:  95%|█████████▍| 493/519 [03:47<00:10,  2.45it/s]
      40/80      0.94G     0.9503       1.58     0.6276      1.223          9        640:  95%|█████████▌| 494/519 [03:47<00:15,  1.59it/s]
      40/80      0.94G     0.9509      1.582     0.6285      1.224          7        640:  95%|█████████▌| 494/519 [03:48<00:15,  1.59it/s]
      40/80      0.94G     0.9509      1.582     0.6285      1.224          7        640:  95%|█████████▌| 495/519 [03:48<00:11,  2.04it/s]
      40/80      0.94G     0.9509      1.581     0.6283      1.224         11        640:  95%|█████████▌| 495/519 [03:48<00:11,  2.04it/s]
      40/80      0.94G     0.9509      1.581     0.6283      1.224         11        640:  96%|█████████▌| 496/519 [03:48<00:09,  2.44it/s]
      40/80      0.94G     0.9511      1.582     0.6282      1.224         11        640:  96%|█████████▌| 496/519 [03:48<00:09,  2.44it/s]
      40/80      0.94G     0.9511      1.582     0.6282      1.224         11        640:  96%|█████████▌| 497/519 [03:48<00:07,  2.89it/s]
      40/80      0.94G     0.9511      1.582     0.6281      1.224         13        640:  96%|█████████▌| 497/519 [03:49<00:07,  2.89it/s]
      40/80      0.94G     0.9511      1.582     0.6281      1.224         13        640:  96%|█████████▌| 498/519 [03:49<00:13,  1.56it/s]
      40/80      0.94G     0.9508      1.582     0.6276      1.224          9        640:  96%|█████████▌| 498/519 [03:49<00:13,  1.56it/s]
      40/80      0.94G     0.9508      1.582     0.6276      1.224          9        640:  96%|█████████▌| 499/519 [03:49<00:09,  2.01it/s]
      40/80      0.94G     0.9514      1.582     0.6279      1.224         13        640:  96%|█████████▌| 499/519 [03:50<00:09,  2.01it/s]
      40/80      0.94G     0.9514      1.582     0.6279      1.224         13        640:  96%|█████████▋| 500/519 [03:50<00:07,  2.40it/s]
      40/80      0.94G     0.9515      1.582     0.6282      1.223          8        640:  96%|█████████▋| 500/519 [03:50<00:07,  2.40it/s]
      40/80      0.94G     0.9515      1.582     0.6282      1.223          8        640:  97%|█████████▋| 501/519 [03:50<00:06,  2.76it/s]
      40/80      0.94G     0.9515      1.582     0.6282      1.223         13        640:  97%|█████████▋| 501/519 [03:51<00:06,  2.76it/s]
      40/80      0.94G     0.9515      1.582     0.6282      1.223         13        640:  97%|█████████▋| 502/519 [03:51<00:07,  2.14it/s]
      40/80      0.94G     0.9518      1.582     0.6287      1.223         11        640:  97%|█████████▋| 502/519 [03:51<00:07,  2.14it/s]
      40/80      0.94G     0.9518      1.582     0.6287      1.223         11        640:  97%|█████████▋| 503/519 [03:51<00:06,  2.64it/s]
      40/80      0.94G     0.9516      1.582     0.6286      1.223         13        640:  97%|█████████▋| 503/519 [03:51<00:06,  2.64it/s]
      40/80      0.94G     0.9516      1.582     0.6286      1.223         13        640:  97%|█████████▋| 504/519 [03:51<00:05,  2.88it/s]
      40/80      0.94G      0.952      1.583     0.6289      1.223          5        640:  97%|█████████▋| 504/519 [03:51<00:05,  2.88it/s]
      40/80      0.94G      0.952      1.583     0.6289      1.223          5        640:  97%|█████████▋| 505/519 [03:51<00:04,  3.27it/s]
      40/80      0.94G     0.9529      1.585     0.6292      1.224          9        640:  97%|█████████▋| 505/519 [03:52<00:04,  3.27it/s]
      40/80      0.94G     0.9529      1.585     0.6292      1.224          9        640:  97%|█████████▋| 506/519 [03:52<00:06,  2.13it/s]
      40/80      0.94G     0.9528      1.584     0.6292      1.223          6        640:  97%|█████████▋| 506/519 [03:52<00:06,  2.13it/s]
      40/80      0.94G     0.9528      1.584     0.6292      1.223          6        640:  98%|█████████▊| 507/519 [03:52<00:04,  2.52it/s]
      40/80      0.94G      0.953      1.584     0.6292      1.223          9        640:  98%|█████████▊| 507/519 [03:53<00:04,  2.52it/s]
      40/80      0.94G      0.953      1.584     0.6292      1.223          9        640:  98%|█████████▊| 508/519 [03:53<00:04,  2.73it/s]
      40/80      0.94G     0.9535      1.586     0.6297      1.224         11        640:  98%|█████████▊| 508/519 [03:53<00:04,  2.73it/s]
      40/80      0.94G     0.9535      1.586     0.6297      1.224         11        640:  98%|█████████▊| 509/519 [03:53<00:03,  2.86it/s]
      40/80      0.94G     0.9542      1.587     0.6303      1.224         10        640:  98%|█████████▊| 509/519 [03:54<00:03,  2.86it/s]
      40/80      0.94G     0.9542      1.587     0.6303      1.224         10        640:  98%|█████████▊| 510/519 [03:54<00:06,  1.40it/s]
      40/80      0.94G     0.9544      1.587     0.6302      1.224         10        640:  98%|█████████▊| 510/519 [03:55<00:06,  1.40it/s]
      40/80      0.94G     0.9544      1.587     0.6302      1.224         10        640:  98%|█████████▊| 511/519 [03:55<00:06,  1.26it/s]
      40/80      0.94G     0.9546      1.587     0.6303      1.224         14        640:  98%|█████████▊| 511/519 [03:56<00:06,  1.26it/s]
      40/80      0.94G     0.9546      1.587     0.6303      1.224         14        640:  99%|█████████▊| 512/519 [03:56<00:04,  1.64it/s]
      40/80      0.94G     0.9545      1.587     0.6301      1.224         13        640:  99%|█████████▊| 512/519 [03:56<00:04,  1.64it/s]
      40/80      0.94G     0.9545      1.587     0.6301      1.224         13        640:  99%|█████████▉| 513/519 [03:56<00:02,  2.04it/s]
      40/80      0.94G     0.9546      1.587     0.6301      1.224         13        640:  99%|█████████▉| 513/519 [03:56<00:02,  2.04it/s]
      40/80      0.94G     0.9546      1.587     0.6301      1.224         13        640:  99%|█████████▉| 514/519 [03:56<00:02,  2.16it/s]
      40/80      0.94G     0.9543      1.588       0.63      1.224         10        640:  99%|█████████▉| 514/519 [03:57<00:02,  2.16it/s]
      40/80      0.94G     0.9543      1.588       0.63      1.224         10        640:  99%|█████████▉| 515/519 [03:57<00:01,  2.05it/s]
      40/80      0.94G     0.9544      1.589     0.6303      1.224          9        640:  99%|█████████▉| 515/519 [03:57<00:01,  2.05it/s]
      40/80      0.94G     0.9544      1.589     0.6303      1.224          9        640:  99%|█████████▉| 516/519 [03:57<00:01,  2.64it/s]
      40/80      0.94G     0.9539      1.588     0.6301      1.224          6        640:  99%|█████████▉| 516/519 [03:57<00:01,  2.64it/s]
      40/80      0.94G     0.9539      1.588     0.6301      1.224          6        640: 100%|█████████▉| 517/519 [03:57<00:00,  3.23it/s]
      40/80      0.94G     0.9541      1.591     0.6311      1.224          9        640: 100%|█████████▉| 517/519 [03:58<00:00,  3.23it/s]
      40/80      0.94G     0.9541      1.591     0.6311      1.224          9        640: 100%|█████████▉| 518/519 [03:58<00:00,  2.75it/s]
      40/80      0.94G     0.9542      1.593     0.6314      1.224          9        640: 100%|█████████▉| 518/519 [03:58<00:00,  2.75it/s]
      40/80      0.94G     0.9542      1.593     0.6314      1.224          9        640: 100%|██████████| 519/519 [03:58<00:00,  2.18it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:41,  6.28s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:56,  2.80s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:06<01:43,  1.67s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:08,  1.12s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:57,  1.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:49,  1.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:43,  1.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:36,  1.56it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:09<00:32,  1.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:27,  2.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:24,  2.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:10<00:23,  2.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:11<00:23,  2.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:12<00:23,  2.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:25,  1.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:24,  1.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:24,  1.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:25,  1.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:15<00:26,  1.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:25,  1.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  1.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:17,  2.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:17<00:14,  2.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.27it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.56it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.08it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:18<00:05,  6.40it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  7.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:19<00:03,  6.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.39it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:20<00:03,  6.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.41it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.46it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:21<00:01,  7.43it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  8.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:21<00:01,  8.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:21<00:01,  9.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.48it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:22<00:00,  9.83it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:22<00:00, 10.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.80it/s]
+                   all        519        519      0.973      0.952      0.987      0.744      0.973      0.952      0.987       0.72
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
      41/80      0.94G     0.5001     0.9778     0.4028     0.9786         13        640:   0%|          | 0/519 [00:03<?, ?it/s]
      41/80      0.94G     0.5001     0.9778     0.4028     0.9786         13        640:   0%|          | 1/519 [00:03<28:42,  3.33s/it]
      41/80      0.94G     0.6732      1.054     0.4902      1.023         12        640:   0%|          | 1/519 [00:03<28:42,  3.33s/it]
      41/80      0.94G     0.6732      1.054     0.4902      1.023         12        640:   0%|          | 2/519 [00:03<12:53,  1.50s/it]
      41/80      0.94G     0.7931      1.258     0.5455      1.083         14        640:   0%|          | 2/519 [00:04<12:53,  1.50s/it]
      41/80      0.94G     0.7931      1.258     0.5455      1.083         14        640:   1%|          | 3/519 [00:04<09:34,  1.11s/it]
      41/80      0.94G     0.8151      1.293     0.5656      1.102         11        640:   1%|          | 3/519 [00:04<09:34,  1.11s/it]
      41/80      0.94G     0.8151      1.293     0.5656      1.102         11        640:   1%|          | 4/519 [00:04<06:33,  1.31it/s]
      41/80      0.94G     0.8102      1.262     0.5674      1.127          9        640:   1%|          | 4/519 [00:05<06:33,  1.31it/s]
      41/80      0.94G     0.8102      1.262     0.5674      1.127          9        640:   1%|          | 5/519 [00:05<06:37,  1.29it/s]
      41/80      0.94G     0.9419      1.379     0.6214      1.176         10        640:   1%|          | 5/519 [00:05<06:37,  1.29it/s]
      41/80      0.94G     0.9419      1.379     0.6214      1.176         10        640:   1%|          | 6/519 [00:05<05:06,  1.68it/s]
      41/80      0.94G     0.9424      1.359        0.6      1.162          9        640:   1%|          | 6/519 [00:06<05:06,  1.68it/s]
      41/80      0.94G     0.9424      1.359        0.6      1.162          9        640:   1%|▏         | 7/519 [00:06<05:35,  1.53it/s]
      41/80      0.94G     0.9736      1.576     0.6189      1.208          7        640:   1%|▏         | 7/519 [00:06<05:35,  1.53it/s]
      41/80      0.94G     0.9736      1.576     0.6189      1.208          7        640:   2%|▏         | 8/519 [00:06<04:24,  1.93it/s]
      41/80      0.94G     0.9654       1.65     0.6319      1.221         13        640:   2%|▏         | 8/519 [00:07<04:24,  1.93it/s]
      41/80      0.94G     0.9654       1.65     0.6319      1.221         13        640:   2%|▏         | 9/519 [00:07<04:33,  1.87it/s]
      41/80      0.94G     0.9667      1.614     0.6269      1.217          9        640:   2%|▏         | 9/519 [00:07<04:33,  1.87it/s]
      41/80      0.94G     0.9667      1.614     0.6269      1.217          9        640:   2%|▏         | 10/519 [00:07<03:45,  2.26it/s]
      41/80      0.94G     0.9757      1.604     0.6515      1.231          8        640:   2%|▏         | 10/519 [00:07<03:45,  2.26it/s]
      41/80      0.94G     0.9757      1.604     0.6515      1.231          8        640:   2%|▏         | 11/519 [00:07<04:17,  1.97it/s]
      41/80      0.94G     0.9583      1.574      0.635      1.249          6        640:   2%|▏         | 11/519 [00:08<04:17,  1.97it/s]
      41/80      0.94G     0.9583      1.574      0.635      1.249          6        640:   2%|▏         | 12/519 [00:08<03:35,  2.36it/s]
      41/80      0.94G     0.9603      1.566     0.6291      1.249          9        640:   2%|▏         | 12/519 [00:08<03:35,  2.36it/s]
      41/80      0.94G     0.9603      1.566     0.6291      1.249          9        640:   3%|▎         | 13/519 [00:08<03:48,  2.21it/s]
      41/80      0.94G     0.9372      1.585     0.6338      1.236         11        640:   3%|▎         | 13/519 [00:08<03:48,  2.21it/s]
      41/80      0.94G     0.9372      1.585     0.6338      1.236         11        640:   3%|▎         | 14/519 [00:08<03:14,  2.60it/s]
      41/80      0.94G      0.933      1.582     0.6391      1.222         12        640:   3%|▎         | 14/519 [00:09<03:14,  2.60it/s]
      41/80      0.94G      0.933      1.582     0.6391      1.222         12        640:   3%|▎         | 15/519 [00:09<04:43,  1.78it/s]
      41/80      0.94G     0.9254      1.586     0.6358      1.215         13        640:   3%|▎         | 15/519 [00:10<04:43,  1.78it/s]
      41/80      0.94G     0.9254      1.586     0.6358      1.215         13        640:   3%|▎         | 16/519 [00:10<03:44,  2.24it/s]
      41/80      0.94G     0.9131      1.572     0.6255      1.206         12        640:   3%|▎         | 16/519 [00:10<03:44,  2.24it/s]
      41/80      0.94G     0.9131      1.572     0.6255      1.206         12        640:   3%|▎         | 17/519 [00:10<04:15,  1.97it/s]
      41/80      0.94G       0.92       1.57     0.6225      1.211          8        640:   3%|▎         | 17/519 [00:10<04:15,  1.97it/s]
      41/80      0.94G       0.92       1.57     0.6225      1.211          8        640:   3%|▎         | 18/519 [00:10<03:23,  2.46it/s]
      41/80      0.94G     0.9308      1.591     0.6248      1.212          9        640:   3%|▎         | 18/519 [00:11<03:23,  2.46it/s]
      41/80      0.94G     0.9308      1.591     0.6248      1.212          9        640:   4%|▎         | 19/519 [00:11<04:24,  1.89it/s]
      41/80      0.94G      0.936      1.602     0.6442      1.226          9        640:   4%|▎         | 19/519 [00:11<04:24,  1.89it/s]
      41/80      0.94G      0.936      1.602     0.6442      1.226          9        640:   4%|▍         | 20/519 [00:11<03:44,  2.22it/s]
      41/80      0.94G      0.952      1.601     0.6433      1.235         12        640:   4%|▍         | 20/519 [00:12<03:44,  2.22it/s]
      41/80      0.94G      0.952      1.601     0.6433      1.235         12        640:   4%|▍         | 21/519 [00:12<03:43,  2.22it/s]
      41/80      0.94G     0.9566      1.593     0.6394      1.228         10        640:   4%|▍         | 21/519 [00:12<03:43,  2.22it/s]
      41/80      0.94G     0.9566      1.593     0.6394      1.228         10        640:   4%|▍         | 22/519 [00:12<03:11,  2.59it/s]
      41/80      0.94G     0.9635      1.586     0.6363      1.228         15        640:   4%|▍         | 22/519 [00:13<03:11,  2.59it/s]
      41/80      0.94G     0.9635      1.586     0.6363      1.228         15        640:   4%|▍         | 23/519 [00:13<04:23,  1.88it/s]
      41/80      0.94G     0.9733      1.585     0.6494      1.228         10        640:   4%|▍         | 23/519 [00:13<04:23,  1.88it/s]
      41/80      0.94G     0.9733      1.585     0.6494      1.228         10        640:   5%|▍         | 24/519 [00:13<03:39,  2.25it/s]
      41/80      0.94G     0.9651       1.59     0.6493      1.224         10        640:   5%|▍         | 24/519 [00:14<03:39,  2.25it/s]
      41/80      0.94G     0.9651       1.59     0.6493      1.224         10        640:   5%|▍         | 25/519 [00:14<03:25,  2.40it/s]
      41/80      0.94G     0.9566      1.573      0.642      1.219          5        640:   5%|▍         | 25/519 [00:14<03:25,  2.40it/s]
      41/80      0.94G      0.948      1.583     0.6487      1.223          5        640:   5%|▍         | 25/519 [00:15<03:25,  2.40it/s]
      41/80      0.94G      0.948      1.583     0.6487      1.223          5        640:   5%|▌         | 27/519 [00:15<04:25,  1.85it/s]
      41/80      0.94G     0.9336      1.572     0.6452      1.218          9        640:   5%|▌         | 27/519 [00:15<04:25,  1.85it/s]
      41/80      0.94G     0.9336      1.572     0.6452      1.218          9        640:   5%|▌         | 28/519 [00:15<03:47,  2.16it/s]
      41/80      0.94G     0.9412      1.571     0.6485      1.219         10        640:   5%|▌         | 28/519 [00:16<03:47,  2.16it/s]
      41/80      0.94G     0.9412      1.571     0.6485      1.219         10        640:   6%|▌         | 29/519 [00:16<03:43,  2.19it/s]
      41/80      0.94G     0.9427       1.57      0.642      1.222          9        640:   6%|▌         | 29/519 [00:16<03:43,  2.19it/s]
      41/80      0.94G     0.9427       1.57      0.642      1.222          9        640:   6%|▌         | 30/519 [00:16<03:12,  2.54it/s]
      41/80      0.94G     0.9457      1.572     0.6425       1.22          8        640:   6%|▌         | 30/519 [00:16<03:12,  2.54it/s]
      41/80      0.94G     0.9457      1.572     0.6425       1.22          8        640:   6%|▌         | 31/519 [00:16<03:40,  2.21it/s]
      41/80      0.94G      0.941       1.57     0.6399      1.217         10        640:   6%|▌         | 31/519 [00:17<03:40,  2.21it/s]
      41/80      0.94G      0.941       1.57     0.6399      1.217         10        640:   6%|▌         | 32/519 [00:17<03:06,  2.61it/s]
      41/80      0.94G     0.9383      1.575     0.6394      1.217         12        640:   6%|▌         | 32/519 [00:17<03:06,  2.61it/s]
      41/80      0.94G     0.9383      1.575     0.6394      1.217         12        640:   6%|▋         | 33/519 [00:17<03:48,  2.13it/s]
      41/80      0.94G     0.9358      1.571     0.6371      1.211         12        640:   6%|▋         | 33/519 [00:18<03:48,  2.13it/s]
      41/80      0.94G     0.9358      1.571     0.6371      1.211         12        640:   7%|▋         | 34/519 [00:18<03:11,  2.53it/s]
      41/80      0.94G     0.9368      1.575     0.6357      1.211         11        640:   7%|▋         | 34/519 [00:18<03:11,  2.53it/s]
      41/80      0.94G     0.9368      1.575     0.6357      1.211         11        640:   7%|▋         | 35/519 [00:18<03:33,  2.26it/s]
      41/80      0.94G     0.9372       1.57     0.6351      1.209         10        640:   7%|▋         | 35/519 [00:18<03:33,  2.26it/s]
      41/80      0.94G     0.9372       1.57     0.6351      1.209         10        640:   7%|▋         | 36/519 [00:18<03:06,  2.59it/s]
      41/80      0.94G     0.9418      1.577     0.6368      1.207         10        640:   7%|▋         | 36/519 [00:19<03:06,  2.59it/s]
      41/80      0.94G     0.9418      1.577     0.6368      1.207         10        640:   7%|▋         | 37/519 [00:19<03:02,  2.64it/s]
      41/80      0.94G     0.9454      1.588     0.6461      1.207         12        640:   7%|▋         | 37/519 [00:19<03:02,  2.64it/s]
      41/80      0.94G     0.9454      1.588     0.6461      1.207         12        640:   7%|▋         | 38/519 [00:19<02:40,  3.00it/s]
      41/80      0.94G     0.9349      1.572     0.6393      1.202         12        640:   7%|▋         | 38/519 [00:20<02:40,  3.00it/s]
      41/80      0.94G     0.9349      1.572     0.6393      1.202         12        640:   8%|▊         | 39/519 [00:20<03:30,  2.28it/s]
      41/80      0.94G     0.9309      1.565      0.636        1.2          9        640:   8%|▊         | 39/519 [00:20<03:30,  2.28it/s]
      41/80      0.94G     0.9309      1.565      0.636        1.2          9        640:   8%|▊         | 40/519 [00:20<03:18,  2.41it/s]
      41/80      0.94G       0.93      1.559     0.6335      1.197          7        640:   8%|▊         | 40/519 [00:20<03:18,  2.41it/s]
      41/80      0.94G       0.93      1.559     0.6335      1.197          7        640:   8%|▊         | 41/519 [00:20<03:23,  2.35it/s]
      41/80      0.94G      0.928      1.554     0.6411      1.195          9        640:   8%|▊         | 41/519 [00:21<03:23,  2.35it/s]
      41/80      0.94G      0.928      1.554     0.6411      1.195          9        640:   8%|▊         | 42/519 [00:21<02:53,  2.74it/s]
      41/80      0.94G     0.9257      1.546     0.6395      1.193          9        640:   8%|▊         | 42/519 [00:21<02:53,  2.74it/s]
      41/80      0.94G     0.9257      1.546     0.6395      1.193          9        640:   8%|▊         | 43/519 [00:21<03:18,  2.40it/s]
      41/80      0.94G     0.9319      1.554     0.6359      1.203          5        640:   8%|▊         | 43/519 [00:22<03:18,  2.40it/s]
      41/80      0.94G     0.9319      1.554     0.6359      1.203          5        640:   8%|▊         | 44/519 [00:22<02:59,  2.65it/s]
      41/80      0.94G     0.9291      1.556     0.6364      1.198         10        640:   8%|▊         | 44/519 [00:22<02:59,  2.65it/s]
      41/80      0.94G     0.9291      1.556     0.6364      1.198         10        640:   9%|▊         | 45/519 [00:22<04:06,  1.92it/s]
      41/80      0.94G     0.9325      1.566     0.6377        1.2         10        640:   9%|▊         | 45/519 [00:23<04:06,  1.92it/s]
      41/80      0.94G     0.9325      1.566     0.6377        1.2         10        640:   9%|▉         | 46/519 [00:23<03:22,  2.33it/s]
      41/80      0.94G     0.9383      1.577     0.6417      1.204          9        640:   9%|▉         | 46/519 [00:23<03:22,  2.33it/s]
      41/80      0.94G     0.9383      1.577     0.6417      1.204          9        640:   9%|▉         | 47/519 [00:23<03:23,  2.32it/s]
      41/80      0.94G      0.935      1.572     0.6399      1.201         12        640:   9%|▉         | 47/519 [00:23<03:23,  2.32it/s]
      41/80      0.94G      0.935      1.572     0.6399      1.201         12        640:   9%|▉         | 48/519 [00:23<02:58,  2.64it/s]
      41/80      0.94G     0.9352      1.581     0.6407        1.2         13        640:   9%|▉         | 48/519 [00:25<02:58,  2.64it/s]
      41/80      0.94G     0.9352      1.581     0.6407        1.2         13        640:   9%|▉         | 49/519 [00:25<05:36,  1.40it/s]
      41/80      0.94G     0.9352      1.586     0.6442      1.202          8        640:   9%|▉         | 49/519 [00:25<05:36,  1.40it/s]
      41/80      0.94G     0.9352      1.586     0.6442      1.202          8        640:  10%|▉         | 50/519 [00:25<04:32,  1.72it/s]
      41/80      0.94G     0.9408      1.592     0.6434      1.212          9        640:  10%|▉         | 50/519 [00:25<04:32,  1.72it/s]
      41/80      0.94G     0.9408      1.592     0.6434      1.212          9        640:  10%|▉         | 51/519 [00:25<03:54,  1.99it/s]
      41/80      0.94G     0.9433      1.599     0.6453      1.215         11        640:  10%|▉         | 51/519 [00:26<03:54,  1.99it/s]
      41/80      0.94G     0.9433      1.599     0.6453      1.215         11        640:  10%|█         | 52/519 [00:26<03:18,  2.35it/s]
      41/80      0.94G     0.9456      1.606     0.6477      1.217         12        640:  10%|█         | 52/519 [00:26<03:18,  2.35it/s]
      41/80      0.94G     0.9456      1.606     0.6477      1.217         12        640:  10%|█         | 53/519 [00:26<04:07,  1.88it/s]
      41/80      0.94G     0.9434      1.601     0.6451      1.213         13        640:  10%|█         | 53/519 [00:27<04:07,  1.88it/s]
      41/80      0.94G     0.9434      1.601     0.6451      1.213         13        640:  10%|█         | 54/519 [00:27<03:31,  2.20it/s]
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      41/80      0.94G     0.9698      1.602     0.6388      1.225         10        640:  59%|█████▉    | 306/519 [02:22<01:48,  1.95it/s]
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      41/80      0.94G      0.963      1.605     0.6373      1.223         10        640:  70%|██████▉   | 363/519 [02:47<00:45,  3.46it/s]
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      41/80      0.94G     0.9628      1.607     0.6378      1.223          7        640:  70%|███████   | 364/519 [02:48<00:41,  3.73it/s]
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      41/80      0.94G     0.9627      1.606     0.6375      1.223         12        640:  70%|███████   | 365/519 [02:48<01:00,  2.55it/s]
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      41/80      0.94G     0.9625      1.606     0.6373      1.223          9        640:  71%|███████   | 366/519 [02:49<01:05,  2.33it/s]
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      41/80      0.94G     0.9627      1.606     0.6374      1.223         13        640:  71%|███████   | 369/519 [02:50<01:24,  1.78it/s]
      41/80      0.94G     0.9618      1.605     0.6371      1.222          7        640:  71%|███████   | 369/519 [02:51<01:24,  1.78it/s]
      41/80      0.94G     0.9618      1.605     0.6371      1.222          7        640:  71%|███████▏  | 370/519 [02:51<01:21,  1.83it/s]
      41/80      0.94G     0.9614      1.605     0.6371      1.222         14        640:  71%|███████▏  | 370/519 [02:51<01:21,  1.83it/s]
      41/80      0.94G     0.9614      1.605     0.6371      1.222         14        640:  71%|███████▏  | 371/519 [02:51<01:09,  2.13it/s]
      41/80      0.94G     0.9612      1.605     0.6373      1.221         10        640:  71%|███████▏  | 371/519 [02:51<01:09,  2.13it/s]
      41/80      0.94G     0.9612      1.605     0.6373      1.221         10        640:  72%|███████▏  | 372/519 [02:51<00:56,  2.59it/s]
      41/80      0.94G     0.9603      1.604     0.6371      1.221         11        640:  72%|███████▏  | 372/519 [02:51<00:56,  2.59it/s]
      41/80      0.94G     0.9603      1.604     0.6371      1.221         11        640:  72%|███████▏  | 373/519 [02:51<01:00,  2.42it/s]
      41/80      0.94G     0.9603      1.604     0.6378      1.221          9        640:  72%|███████▏  | 373/519 [02:52<01:00,  2.42it/s]
      41/80      0.94G     0.9603      1.604     0.6378      1.221          9        640:  72%|███████▏  | 374/519 [02:52<01:18,  1.85it/s]
      41/80      0.94G     0.9599      1.604     0.6376      1.221         15        640:  72%|███████▏  | 374/519 [02:53<01:18,  1.85it/s]
      41/80      0.94G     0.9599      1.604     0.6376      1.221         15        640:  72%|███████▏  | 375/519 [02:53<01:07,  2.15it/s]
      41/80      0.94G     0.9605      1.605     0.6377      1.221          9        640:  72%|███████▏  | 375/519 [02:53<01:07,  2.15it/s]
      41/80      0.94G     0.9605      1.605     0.6377      1.221          9        640:  72%|███████▏  | 376/519 [02:53<00:55,  2.56it/s]
      41/80      0.94G     0.9604      1.605     0.6374      1.221         10        640:  72%|███████▏  | 376/519 [02:53<00:55,  2.56it/s]
      41/80      0.94G     0.9604      1.605     0.6374      1.221         10        640:  73%|███████▎  | 377/519 [02:53<00:47,  2.97it/s]
      41/80      0.94G     0.9608      1.606     0.6372      1.222         10        640:  73%|███████▎  | 377/519 [02:55<00:47,  2.97it/s]
      41/80      0.94G     0.9608      1.606     0.6372      1.222         10        640:  73%|███████▎  | 378/519 [02:55<01:37,  1.45it/s]
      41/80      0.94G      0.961      1.605     0.6369      1.221          8        640:  73%|███████▎  | 378/519 [02:55<01:37,  1.45it/s]
      41/80      0.94G      0.961      1.605     0.6369      1.221          8        640:  73%|███████▎  | 379/519 [02:55<01:18,  1.79it/s]
      41/80      0.94G     0.9609      1.604     0.6366      1.221          9        640:  73%|███████▎  | 379/519 [02:55<01:18,  1.79it/s]
      41/80      0.94G     0.9609      1.604     0.6366      1.221          9        640:  73%|███████▎  | 380/519 [02:55<01:03,  2.17it/s]
      41/80      0.94G     0.9613      1.603     0.6365      1.222          7        640:  73%|███████▎  | 380/519 [02:55<01:03,  2.17it/s]
      41/80      0.94G     0.9613      1.603     0.6365      1.222          7        640:  73%|███████▎  | 381/519 [02:55<00:54,  2.53it/s]
      41/80      0.94G     0.9615      1.603     0.6364      1.222         12        640:  73%|███████▎  | 381/519 [02:56<00:54,  2.53it/s]
      41/80      0.94G     0.9615      1.603     0.6364      1.222         12        640:  74%|███████▎  | 382/519 [02:56<00:56,  2.44it/s]
      41/80      0.94G     0.9608      1.602      0.636      1.221         16        640:  74%|███████▎  | 382/519 [02:56<00:56,  2.44it/s]
      41/80      0.94G     0.9608      1.602      0.636      1.221         16        640:  74%|███████▍  | 383/519 [02:56<00:49,  2.74it/s]
      41/80      0.94G     0.9608      1.602     0.6362      1.221         11        640:  74%|███████▍  | 383/519 [02:56<00:49,  2.74it/s]
      41/80      0.94G     0.9608      1.602     0.6362      1.221         11        640:  74%|███████▍  | 384/519 [02:56<00:42,  3.14it/s]
      41/80      0.94G     0.9602      1.602     0.6356       1.22         12        640:  74%|███████▍  | 384/519 [02:56<00:42,  3.14it/s]
      41/80      0.94G     0.9602      1.602     0.6356       1.22         12        640:  74%|███████▍  | 385/519 [02:56<00:38,  3.49it/s]
      41/80      0.94G       0.96      1.601     0.6351       1.22          9        640:  74%|███████▍  | 385/519 [02:58<00:38,  3.49it/s]
      41/80      0.94G       0.96      1.601     0.6351       1.22          9        640:  74%|███████▍  | 386/519 [02:58<01:12,  1.84it/s]
      41/80      0.94G     0.9593      1.601     0.6345       1.22         10        640:  74%|███████▍  | 386/519 [02:58<01:12,  1.84it/s]
      41/80      0.94G     0.9593      1.601     0.6345       1.22         10        640:  75%|███████▍  | 387/519 [02:58<01:00,  2.18it/s]
      41/80      0.94G     0.9599      1.603     0.6347       1.22          9        640:  75%|███████▍  | 387/519 [02:58<01:00,  2.18it/s]
      41/80      0.94G     0.9599      1.603     0.6347       1.22          9        640:  75%|███████▍  | 388/519 [02:58<00:51,  2.55it/s]
      41/80      0.94G     0.9597      1.601     0.6345       1.22         10        640:  75%|███████▍  | 388/519 [02:58<00:51,  2.55it/s]
      41/80      0.94G     0.9597      1.601     0.6345       1.22         10        640:  75%|███████▍  | 389/519 [02:58<00:45,  2.84it/s]
      41/80      0.94G     0.9603      1.601     0.6348       1.22          9        640:  75%|███████▍  | 389/519 [03:00<00:45,  2.84it/s]
      41/80      0.94G     0.9603      1.601     0.6348       1.22          9        640:  75%|███████▌  | 390/519 [03:00<01:44,  1.23it/s]
      41/80      0.94G       0.96        1.6     0.6342       1.22         11        640:  75%|███████▌  | 390/519 [03:00<01:44,  1.23it/s]
      41/80      0.94G       0.96        1.6     0.6342       1.22         11        640:  75%|███████▌  | 391/519 [03:00<01:21,  1.57it/s]
      41/80      0.94G     0.9601      1.601     0.6347       1.22          9        640:  75%|███████▌  | 391/519 [03:01<01:21,  1.57it/s]
      41/80      0.94G     0.9601      1.601     0.6347       1.22          9        640:  76%|███████▌  | 392/519 [03:01<01:03,  1.99it/s]
      41/80      0.94G       0.96        1.6     0.6347       1.22          8        640:  76%|███████▌  | 392/519 [03:01<01:03,  1.99it/s]
      41/80      0.94G       0.96        1.6     0.6347       1.22          8        640:  76%|███████▌  | 393/519 [03:01<00:54,  2.33it/s]
      41/80      0.94G     0.9612      1.601     0.6347      1.221         10        640:  76%|███████▌  | 393/519 [03:02<00:54,  2.33it/s]
      41/80      0.94G     0.9612      1.601     0.6347      1.221         10        640:  76%|███████▌  | 394/519 [03:02<01:04,  1.94it/s]
      41/80      0.94G     0.9613      1.602     0.6347      1.221          9        640:  76%|███████▌  | 394/519 [03:02<01:04,  1.94it/s]
      41/80      0.94G     0.9613      1.602     0.6347      1.221          9        640:  76%|███████▌  | 395/519 [03:02<00:54,  2.29it/s]
      41/80      0.94G      0.961      1.601     0.6347      1.221          9        640:  76%|███████▌  | 395/519 [03:02<00:54,  2.29it/s]
      41/80      0.94G      0.961      1.601     0.6347      1.221          9        640:  76%|███████▋  | 396/519 [03:02<00:46,  2.62it/s]
      41/80      0.94G      0.961      1.601     0.6348       1.22         10        640:  76%|███████▋  | 396/519 [03:02<00:46,  2.62it/s]
      41/80      0.94G      0.961      1.601     0.6348       1.22         10        640:  76%|███████▋  | 397/519 [03:02<00:40,  2.99it/s]
      41/80      0.94G     0.9611      1.601     0.6351       1.22         13        640:  76%|███████▋  | 397/519 [03:03<00:40,  2.99it/s]
      41/80      0.94G     0.9611      1.601     0.6351       1.22         13        640:  77%|███████▋  | 398/519 [03:03<01:11,  1.69it/s]
      41/80      0.94G     0.9616      1.603     0.6358       1.22          8        640:  77%|███████▋  | 398/519 [03:04<01:11,  1.69it/s]
      41/80      0.94G     0.9616      1.603     0.6358       1.22          8        640:  77%|███████▋  | 399/519 [03:04<00:57,  2.09it/s]
      41/80      0.94G     0.9617      1.602     0.6362       1.22         14        640:  77%|███████▋  | 399/519 [03:04<00:57,  2.09it/s]
      41/80      0.94G     0.9617      1.602     0.6362       1.22         14        640:  77%|███████▋  | 400/519 [03:04<00:47,  2.51it/s]
      41/80      0.94G     0.9619      1.601      0.636      1.221          5        640:  77%|███████▋  | 400/519 [03:04<00:47,  2.51it/s]
      41/80      0.94G     0.9619      1.601      0.636      1.221          5        640:  77%|███████▋  | 401/519 [03:04<00:40,  2.89it/s]
      41/80      0.94G     0.9619      1.602     0.6358      1.221         10        640:  77%|███████▋  | 401/519 [03:05<00:40,  2.89it/s]
      41/80      0.94G     0.9619      1.602     0.6358      1.221         10        640:  77%|███████▋  | 402/519 [03:05<00:54,  2.16it/s]
      41/80      0.94G     0.9618      1.602     0.6362      1.221          9        640:  77%|███████▋  | 402/519 [03:05<00:54,  2.16it/s]
      41/80      0.94G     0.9618      1.602     0.6362      1.221          9        640:  78%|███████▊  | 403/519 [03:05<00:58,  1.99it/s]
      41/80      0.94G     0.9617      1.602     0.6361      1.221         12        640:  78%|███████▊  | 403/519 [03:06<00:58,  1.99it/s]
      41/80      0.94G     0.9617      1.602     0.6361      1.221         12        640:  78%|███████▊  | 404/519 [03:06<00:46,  2.46it/s]
      41/80      0.94G     0.9619      1.604      0.636      1.221          8        640:  78%|███████▊  | 404/519 [03:06<00:46,  2.46it/s]
      41/80      0.94G     0.9619      1.604      0.636      1.221          8        640:  78%|███████▊  | 405/519 [03:06<00:43,  2.60it/s]
      41/80      0.94G     0.9614      1.603     0.6357      1.221         10        640:  78%|███████▊  | 405/519 [03:07<00:43,  2.60it/s]
      41/80      0.94G     0.9614      1.603     0.6357      1.221         10        640:  78%|███████▊  | 406/519 [03:07<00:57,  1.96it/s]
      41/80      0.94G     0.9613      1.602     0.6355      1.221          9        640:  78%|███████▊  | 406/519 [03:07<00:57,  1.96it/s]
      41/80      0.94G     0.9613      1.602     0.6355      1.221          9        640:  78%|███████▊  | 407/519 [03:07<00:46,  2.41it/s]
      41/80      0.94G     0.9614      1.601     0.6351      1.221         11        640:  78%|███████▊  | 407/519 [03:07<00:46,  2.41it/s]
      41/80      0.94G     0.9614      1.601     0.6351      1.221         11        640:  79%|███████▊  | 408/519 [03:07<00:39,  2.78it/s]
      41/80      0.94G      0.961      1.602     0.6358      1.221          6        640:  79%|███████▊  | 408/519 [03:07<00:39,  2.78it/s]
      41/80      0.94G      0.961      1.602     0.6358      1.221          6        640:  79%|███████▉  | 409/519 [03:07<00:36,  3.05it/s]
      41/80      0.94G     0.9609      1.601     0.6361      1.221          8        640:  79%|███████▉  | 409/519 [03:09<00:36,  3.05it/s]
      41/80      0.94G     0.9609      1.601     0.6361      1.221          8        640:  79%|███████▉  | 410/519 [03:09<00:58,  1.85it/s]
      41/80      0.94G     0.9601        1.6     0.6354      1.221         14        640:  79%|███████▉  | 410/519 [03:09<00:58,  1.85it/s]
      41/80      0.94G     0.9601        1.6     0.6354      1.221         14        640:  79%|███████▉  | 411/519 [03:09<00:48,  2.24it/s]
      41/80      0.94G     0.9603      1.601     0.6354      1.221         11        640:  79%|███████▉  | 411/519 [03:09<00:48,  2.24it/s]
      41/80      0.94G     0.9603      1.601     0.6354      1.221         11        640:  79%|███████▉  | 412/519 [03:09<00:41,  2.56it/s]
      41/80      0.94G     0.9607      1.601     0.6357      1.221         10        640:  79%|███████▉  | 412/519 [03:09<00:41,  2.56it/s]
      41/80      0.94G     0.9607      1.601     0.6357      1.221         10        640:  80%|███████▉  | 413/519 [03:09<00:35,  2.98it/s]
      41/80      0.94G     0.9599        1.6     0.6357      1.221         10        640:  80%|███████▉  | 413/519 [03:10<00:35,  2.98it/s]
      41/80      0.94G     0.9599        1.6     0.6357      1.221         10        640:  80%|███████▉  | 414/519 [03:10<00:47,  2.21it/s]
      41/80      0.94G     0.9604        1.6     0.6354       1.22          6        640:  80%|███████▉  | 414/519 [03:11<00:47,  2.21it/s]
      41/80      0.94G     0.9604        1.6     0.6354       1.22          6        640:  80%|███████▉  | 415/519 [03:11<00:54,  1.91it/s]
      41/80      0.94G     0.9603        1.6     0.6352       1.22         10        640:  80%|███████▉  | 415/519 [03:11<00:54,  1.91it/s]
      41/80      0.94G     0.9603        1.6     0.6352       1.22         10        640:  80%|████████  | 416/519 [03:11<00:45,  2.25it/s]
      41/80      0.94G     0.9604      1.599     0.6353      1.221          4        640:  80%|████████  | 416/519 [03:11<00:45,  2.25it/s]
      41/80      0.94G     0.9604      1.599     0.6353      1.221          4        640:  80%|████████  | 417/519 [03:11<00:37,  2.73it/s]
      41/80      0.94G     0.9598      1.599     0.6349       1.22          5        640:  80%|████████  | 417/519 [03:12<00:37,  2.73it/s]
      41/80      0.94G     0.9598      1.599     0.6349       1.22          5        640:  81%|████████  | 418/519 [03:12<00:46,  2.18it/s]
      41/80      0.94G     0.9611      1.599     0.6366      1.222          5        640:  81%|████████  | 418/519 [03:13<00:46,  2.18it/s]
      41/80      0.94G     0.9611      1.599     0.6366      1.222          5        640:  81%|████████  | 419/519 [03:13<00:57,  1.74it/s]
      41/80      0.94G     0.9616      1.599     0.6367      1.222         11        640:  81%|████████  | 419/519 [03:13<00:57,  1.74it/s]
      41/80      0.94G     0.9616      1.599     0.6367      1.222         11        640:  81%|████████  | 420/519 [03:13<00:48,  2.06it/s]
      41/80      0.94G     0.9626        1.6     0.6371      1.222          8        640:  81%|████████  | 420/519 [03:13<00:48,  2.06it/s]
      41/80      0.94G     0.9626        1.6     0.6371      1.222          8        640:  81%|████████  | 421/519 [03:13<00:42,  2.30it/s]
      41/80      0.94G     0.9633        1.6     0.6371      1.222         10        640:  81%|████████  | 421/519 [03:14<00:42,  2.30it/s]
      41/80      0.94G     0.9633        1.6     0.6371      1.222         10        640:  81%|████████▏ | 422/519 [03:14<00:50,  1.92it/s]
      41/80      0.94G     0.9633      1.601     0.6371      1.222         11        640:  81%|████████▏ | 422/519 [03:14<00:50,  1.92it/s]
      41/80      0.94G     0.9633      1.601     0.6371      1.222         11        640:  82%|████████▏ | 423/519 [03:14<00:49,  1.93it/s]
      41/80      0.94G     0.9635      1.601     0.6374      1.222         12        640:  82%|████████▏ | 423/519 [03:15<00:49,  1.93it/s]
      41/80      0.94G     0.9635      1.601     0.6374      1.222         12        640:  82%|████████▏ | 424/519 [03:15<00:42,  2.24it/s]
      41/80      0.94G     0.9634      1.601     0.6375      1.222          9        640:  82%|████████▏ | 424/519 [03:15<00:42,  2.24it/s]
      41/80      0.94G     0.9634      1.601     0.6375      1.222          9        640:  82%|████████▏ | 425/519 [03:15<00:35,  2.66it/s]
      41/80      0.94G     0.9632      1.601     0.6374      1.222         13        640:  82%|████████▏ | 425/519 [03:16<00:35,  2.66it/s]
      41/80      0.94G     0.9632      1.601     0.6374      1.222         13        640:  82%|████████▏ | 426/519 [03:16<00:48,  1.92it/s]
      41/80      0.94G     0.9628      1.601     0.6372      1.222          6        640:  82%|████████▏ | 426/519 [03:16<00:48,  1.92it/s]
      41/80      0.94G     0.9628      1.601     0.6372      1.222          6        640:  82%|████████▏ | 427/519 [03:16<00:38,  2.40it/s]
      41/80      0.94G     0.9625        1.6     0.6367      1.221          7        640:  82%|████████▏ | 427/519 [03:16<00:38,  2.40it/s]
      41/80      0.94G     0.9625        1.6     0.6367      1.221          7        640:  82%|████████▏ | 428/519 [03:16<00:33,  2.74it/s]
      41/80      0.94G     0.9622        1.6     0.6369      1.221         10        640:  82%|████████▏ | 428/519 [03:16<00:33,  2.74it/s]
      41/80      0.94G     0.9622        1.6     0.6369      1.221         10        640:  83%|████████▎ | 429/519 [03:16<00:29,  3.04it/s]
      41/80      0.94G     0.9622      1.599      0.637      1.222          7        640:  83%|████████▎ | 429/519 [03:17<00:29,  3.04it/s]
      41/80      0.94G     0.9622      1.599      0.637      1.222          7        640:  83%|████████▎ | 430/519 [03:17<00:43,  2.04it/s]
      41/80      0.94G      0.962      1.599     0.6368      1.222          9        640:  83%|████████▎ | 430/519 [03:18<00:43,  2.04it/s]
      41/80      0.94G      0.962      1.599     0.6368      1.222          9        640:  83%|████████▎ | 431/519 [03:18<00:57,  1.52it/s]
      41/80      0.94G     0.9619      1.598     0.6371      1.221          8        640:  83%|████████▎ | 431/519 [03:19<00:57,  1.52it/s]
      41/80      0.94G     0.9619      1.598     0.6371      1.221          8        640:  83%|████████▎ | 432/519 [03:19<00:48,  1.79it/s]
      41/80      0.94G      0.962      1.598     0.6366      1.221         11        640:  83%|████████▎ | 432/519 [03:19<00:48,  1.79it/s]
      41/80      0.94G      0.962      1.598     0.6366      1.221         11        640:  83%|████████▎ | 433/519 [03:19<00:39,  2.16it/s]
      41/80      0.94G     0.9619      1.597     0.6362      1.221         13        640:  83%|████████▎ | 433/519 [03:19<00:39,  2.16it/s]
      41/80      0.94G     0.9619      1.597     0.6362      1.221         13        640:  84%|████████▎ | 434/519 [03:19<00:34,  2.45it/s]
      41/80      0.94G     0.9618      1.598     0.6364      1.221         13        640:  84%|████████▎ | 434/519 [03:20<00:34,  2.45it/s]
      41/80      0.94G     0.9618      1.598     0.6364      1.221         13        640:  84%|████████▍ | 435/519 [03:20<00:51,  1.62it/s]
      41/80      0.94G     0.9617      1.597     0.6361      1.221         10        640:  84%|████████▍ | 435/519 [03:20<00:51,  1.62it/s]
      41/80      0.94G     0.9617      1.597     0.6361      1.221         10        640:  84%|████████▍ | 436/519 [03:20<00:40,  2.04it/s]
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      41/80      0.94G     0.9619      1.597     0.6361      1.221         14        640:  84%|████████▍ | 437/519 [03:21<00:34,  2.39it/s]
      41/80      0.94G     0.9618      1.598     0.6359      1.221         12        640:  84%|████████▍ | 437/519 [03:21<00:34,  2.39it/s]
      41/80      0.94G     0.9618      1.598     0.6359      1.221         12        640:  84%|████████▍ | 438/519 [03:21<00:30,  2.63it/s]
      41/80      0.94G      0.961      1.597     0.6358       1.22          7        640:  84%|████████▍ | 438/519 [03:22<00:30,  2.63it/s]
      41/80      0.94G      0.961      1.597     0.6358       1.22          7        640:  85%|████████▍ | 439/519 [03:22<00:45,  1.75it/s]
      41/80      0.94G     0.9613      1.599      0.636      1.221          7        640:  85%|████████▍ | 439/519 [03:22<00:45,  1.75it/s]
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      41/80      0.94G     0.9611      1.599      0.636      1.221          9        640:  85%|████████▍ | 440/519 [03:23<00:37,  2.11it/s]
      41/80      0.94G     0.9611      1.599      0.636      1.221          9        640:  85%|████████▍ | 441/519 [03:23<00:31,  2.48it/s]
      41/80      0.94G      0.961        1.6     0.6359       1.22          7        640:  85%|████████▍ | 441/519 [03:23<00:31,  2.48it/s]
      41/80      0.94G      0.961        1.6     0.6359       1.22          7        640:  85%|████████▌ | 442/519 [03:23<00:26,  2.91it/s]
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      41/80      0.94G     0.9613      1.601     0.6361       1.22         10        640:  85%|████████▌ | 443/519 [03:24<00:39,  1.91it/s]
      41/80      0.94G     0.9614        1.6      0.636       1.22          8        640:  85%|████████▌ | 443/519 [03:24<00:39,  1.91it/s]
      41/80      0.94G     0.9614        1.6      0.636       1.22          8        640:  86%|████████▌ | 444/519 [03:24<00:32,  2.34it/s]
      41/80      0.94G     0.9614      1.598     0.6361       1.22          9        640:  86%|████████▌ | 444/519 [03:24<00:32,  2.34it/s]
      41/80      0.94G     0.9614      1.598     0.6361       1.22          9        640:  86%|████████▌ | 445/519 [03:24<00:27,  2.73it/s]
      41/80      0.94G     0.9609      1.597      0.636       1.22         13        640:  86%|████████▌ | 445/519 [03:24<00:27,  2.73it/s]
      41/80      0.94G     0.9609      1.597      0.636       1.22         13        640:  86%|████████▌ | 446/519 [03:24<00:24,  2.99it/s]
      41/80      0.94G       0.96      1.595     0.6356      1.219          9        640:  86%|████████▌ | 446/519 [03:26<00:24,  2.99it/s]
      41/80      0.94G       0.96      1.595     0.6356      1.219          9        640:  86%|████████▌ | 447/519 [03:26<00:50,  1.42it/s]
      41/80      0.94G     0.9601      1.596     0.6355      1.219         10        640:  86%|████████▌ | 447/519 [03:26<00:50,  1.42it/s]
      41/80      0.94G     0.9601      1.596     0.6355      1.219         10        640:  86%|████████▋ | 448/519 [03:26<00:38,  1.83it/s]
      41/80      0.94G     0.9603      1.596     0.6355      1.219         12        640:  86%|████████▋ | 448/519 [03:26<00:38,  1.83it/s]
      41/80      0.94G     0.9603      1.596     0.6355      1.219         12        640:  87%|████████▋ | 449/519 [03:26<00:32,  2.15it/s]
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      41/80      0.94G     0.9601      1.596     0.6354      1.219         12        640:  87%|████████▋ | 450/519 [03:27<00:27,  2.55it/s]
      41/80      0.94G     0.9603      1.597     0.6356      1.219          9        640:  87%|████████▋ | 450/519 [03:27<00:27,  2.55it/s]
      41/80      0.94G     0.9603      1.597     0.6356      1.219          9        640:  87%|████████▋ | 451/519 [03:27<00:35,  1.92it/s]
      41/80      0.94G     0.9602      1.597     0.6357      1.219         11        640:  87%|████████▋ | 451/519 [03:28<00:35,  1.92it/s]
      41/80      0.94G     0.9602      1.597     0.6357      1.219         11        640:  87%|████████▋ | 452/519 [03:28<00:28,  2.33it/s]
      41/80      0.94G     0.9601      1.597     0.6358      1.219         11        640:  87%|████████▋ | 452/519 [03:28<00:28,  2.33it/s]
      41/80      0.94G     0.9601      1.597     0.6358      1.219         11        640:  87%|████████▋ | 453/519 [03:28<00:25,  2.57it/s]
      41/80      0.94G     0.9598      1.596     0.6357      1.219          9        640:  87%|████████▋ | 453/519 [03:28<00:25,  2.57it/s]
      41/80      0.94G     0.9598      1.596     0.6357      1.219          9        640:  87%|████████▋ | 454/519 [03:28<00:23,  2.80it/s]
      41/80      0.94G       0.96      1.596     0.6355      1.219         10        640:  87%|████████▋ | 454/519 [03:29<00:23,  2.80it/s]
      41/80      0.94G       0.96      1.596     0.6355      1.219         10        640:  88%|████████▊ | 455/519 [03:29<00:39,  1.61it/s]
      41/80      0.94G     0.9591      1.595     0.6348      1.219          9        640:  88%|████████▊ | 455/519 [03:30<00:39,  1.61it/s]
      41/80      0.94G     0.9591      1.595     0.6348      1.219          9        640:  88%|████████▊ | 456/519 [03:30<00:31,  2.03it/s]
      41/80      0.94G     0.9596      1.595      0.635      1.219          9        640:  88%|████████▊ | 456/519 [03:30<00:31,  2.03it/s]
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      41/80      0.94G     0.9599      1.594      0.636      1.219         10        640:  88%|████████▊ | 458/519 [03:31<00:22,  2.76it/s]
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      41/80      0.94G     0.9597      1.593     0.6359      1.219         13        640:  88%|████████▊ | 459/519 [03:31<00:34,  1.74it/s]
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      41/80      0.94G     0.9597      1.593     0.6359      1.219         10        640:  89%|████████▊ | 460/519 [03:32<00:27,  2.17it/s]
      41/80      0.94G     0.9597      1.593     0.6359      1.219         10        640:  89%|████████▉ | 461/519 [03:32<00:22,  2.63it/s]
      41/80      0.94G     0.9598      1.594     0.6364      1.219         11        640:  89%|████████▉ | 461/519 [03:32<00:22,  2.63it/s]
      41/80      0.94G     0.9598      1.594     0.6364      1.219         11        640:  89%|████████▉ | 462/519 [03:32<00:19,  2.88it/s]
      41/80      0.94G     0.9596      1.593     0.6361      1.219          7        640:  89%|████████▉ | 462/519 [03:33<00:19,  2.88it/s]
      41/80      0.94G     0.9596      1.593     0.6361      1.219          7        640:  89%|████████▉ | 463/519 [03:33<00:39,  1.41it/s]
      41/80      0.94G     0.9598      1.593     0.6362      1.219          9        640:  89%|████████▉ | 463/519 [03:34<00:39,  1.41it/s]
      41/80      0.94G     0.9598      1.593     0.6362      1.219          9        640:  89%|████████▉ | 464/519 [03:34<00:30,  1.78it/s]
      41/80      0.94G     0.9596      1.592     0.6359      1.219          8        640:  89%|████████▉ | 464/519 [03:34<00:30,  1.78it/s]
      41/80      0.94G     0.9596      1.592     0.6359      1.219          8        640:  90%|████████▉ | 465/519 [03:34<00:24,  2.19it/s]
      41/80      0.94G     0.9603      1.592      0.636      1.219          8        640:  90%|████████▉ | 465/519 [03:34<00:24,  2.19it/s]
      41/80      0.94G     0.9603      1.592      0.636      1.219          8        640:  90%|████████▉ | 466/519 [03:34<00:20,  2.61it/s]
      41/80      0.94G     0.9607      1.593     0.6368      1.219          9        640:  90%|████████▉ | 466/519 [03:35<00:20,  2.61it/s]
      41/80      0.94G     0.9607      1.593     0.6368      1.219          9        640:  90%|████████▉ | 467/519 [03:35<00:33,  1.54it/s]
      41/80      0.94G     0.9611      1.594     0.6369      1.219         11        640:  90%|████████▉ | 467/519 [03:36<00:33,  1.54it/s]
      41/80      0.94G     0.9611      1.594     0.6369      1.219         11        640:  90%|█████████ | 468/519 [03:36<00:26,  1.92it/s]
      41/80      0.94G     0.9614      1.595     0.6375       1.22         13        640:  90%|█████████ | 468/519 [03:36<00:26,  1.92it/s]
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      41/80      0.94G     0.9616      1.595     0.6374       1.22          7        640:  90%|█████████ | 469/519 [03:36<00:23,  2.17it/s]
      41/80      0.94G     0.9616      1.595     0.6374       1.22          7        640:  91%|█████████ | 470/519 [03:36<00:19,  2.47it/s]
      41/80      0.94G     0.9621      1.596     0.6376       1.22          6        640:  91%|█████████ | 470/519 [03:37<00:19,  2.47it/s]
      41/80      0.94G     0.9621      1.596     0.6376       1.22          6        640:  91%|█████████ | 471/519 [03:37<00:30,  1.58it/s]
      41/80      0.94G     0.9622      1.595     0.6374      1.221         14        640:  91%|█████████ | 471/519 [03:37<00:30,  1.58it/s]
      41/80      0.94G     0.9622      1.595     0.6374      1.221         14        640:  91%|█████████ | 472/519 [03:37<00:22,  2.05it/s]
      41/80      0.94G     0.9619      1.594     0.6371       1.22         12        640:  91%|█████████ | 472/519 [03:38<00:22,  2.05it/s]
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      41/80      0.94G     0.9618      1.594     0.6374       1.22          8        640:  91%|█████████ | 473/519 [03:38<00:18,  2.52it/s]
      41/80      0.94G     0.9618      1.594     0.6374       1.22          8        640:  91%|█████████▏| 474/519 [03:38<00:15,  2.84it/s]
      41/80      0.94G     0.9624      1.595     0.6378      1.221          6        640:  91%|█████████▏| 474/519 [03:39<00:15,  2.84it/s]
      41/80      0.94G     0.9624      1.595     0.6378      1.221          6        640:  92%|█████████▏| 475/519 [03:39<00:22,  1.94it/s]
      41/80      0.94G      0.962      1.594     0.6375       1.22         12        640:  92%|█████████▏| 475/519 [03:39<00:22,  1.94it/s]
      41/80      0.94G      0.962      1.594     0.6375       1.22         12        640:  92%|█████████▏| 476/519 [03:39<00:18,  2.30it/s]
      41/80      0.94G     0.9627      1.596     0.6387      1.221          6        640:  92%|█████████▏| 476/519 [03:39<00:18,  2.30it/s]
      41/80      0.94G     0.9627      1.596     0.6387      1.221          6        640:  92%|█████████▏| 477/519 [03:39<00:15,  2.68it/s]
      41/80      0.94G     0.9623      1.596     0.6385      1.221         12        640:  92%|█████████▏| 477/519 [03:40<00:15,  2.68it/s]
      41/80      0.94G     0.9623      1.596     0.6385      1.221         12        640:  92%|█████████▏| 478/519 [03:40<00:13,  2.93it/s]
      41/80      0.94G     0.9619      1.595     0.6381      1.221         12        640:  92%|█████████▏| 478/519 [03:40<00:13,  2.93it/s]
      41/80      0.94G     0.9619      1.595     0.6381      1.221         12        640:  92%|█████████▏| 479/519 [03:40<00:16,  2.47it/s]
      41/80      0.94G     0.9616      1.595     0.6379      1.221         14        640:  92%|█████████▏| 479/519 [03:40<00:16,  2.47it/s]
      41/80      0.94G     0.9616      1.595     0.6379      1.221         14        640:  92%|█████████▏| 480/519 [03:40<00:13,  2.87it/s]
      41/80      0.94G      0.962      1.596     0.6385      1.221          9        640:  92%|█████████▏| 480/519 [03:40<00:13,  2.87it/s]
      41/80      0.94G      0.962      1.596     0.6385      1.221          9        640:  93%|█████████▎| 481/519 [03:40<00:11,  3.26it/s]
      41/80      0.94G     0.9618      1.596     0.6385      1.221         11        640:  93%|█████████▎| 481/519 [03:41<00:11,  3.26it/s]
      41/80      0.94G     0.9618      1.596     0.6385      1.221         11        640:  93%|█████████▎| 482/519 [03:41<00:10,  3.49it/s]
      41/80      0.94G     0.9611      1.595     0.6387      1.221          9        640:  93%|█████████▎| 482/519 [03:42<00:10,  3.49it/s]
      41/80      0.94G     0.9611      1.595     0.6387      1.221          9        640:  93%|█████████▎| 483/519 [03:42<00:21,  1.66it/s]
      41/80      0.94G     0.9616      1.596     0.6389      1.221          7        640:  93%|█████████▎| 483/519 [03:42<00:21,  1.66it/s]
      41/80      0.94G     0.9616      1.596     0.6389      1.221          7        640:  93%|█████████▎| 484/519 [03:42<00:16,  2.07it/s]
      41/80      0.94G     0.9608      1.595     0.6383       1.22          6        640:  93%|█████████▎| 484/519 [03:43<00:16,  2.07it/s]
      41/80      0.94G     0.9608      1.595     0.6383       1.22          6        640:  93%|█████████▎| 485/519 [03:43<00:14,  2.31it/s]
      41/80      0.94G     0.9607      1.594      0.638       1.22         10        640:  93%|█████████▎| 485/519 [03:43<00:14,  2.31it/s]
      41/80      0.94G     0.9607      1.594      0.638       1.22         10        640:  94%|█████████▎| 486/519 [03:43<00:12,  2.60it/s]
      41/80      0.94G     0.9606      1.593     0.6378       1.22         10        640:  94%|█████████▎| 486/519 [03:44<00:12,  2.60it/s]
      41/80      0.94G     0.9606      1.593     0.6378       1.22         10        640:  94%|█████████▍| 487/519 [03:44<00:19,  1.61it/s]
      41/80      0.94G     0.9603      1.593     0.6376       1.22         11        640:  94%|█████████▍| 487/519 [03:44<00:19,  1.61it/s]
      41/80      0.94G     0.9603      1.593     0.6376       1.22         11        640:  94%|█████████▍| 488/519 [03:44<00:14,  2.11it/s]
      41/80      0.94G     0.9604      1.594     0.6378       1.22          8        640:  94%|█████████▍| 488/519 [03:44<00:14,  2.11it/s]
      41/80      0.94G     0.9604      1.594     0.6378       1.22          8        640:  94%|█████████▍| 489/519 [03:44<00:12,  2.50it/s]
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      41/80      0.94G     0.9603      1.594     0.6377       1.22         12        640:  94%|█████████▍| 490/519 [03:45<00:10,  2.84it/s]
      41/80      0.94G     0.9608      1.595     0.6381       1.22         15        640:  94%|█████████▍| 490/519 [03:46<00:10,  2.84it/s]
      41/80      0.94G     0.9608      1.595     0.6381       1.22         15        640:  95%|█████████▍| 491/519 [03:46<00:17,  1.62it/s]
      41/80      0.94G     0.9613      1.595     0.6387      1.221         13        640:  95%|█████████▍| 491/519 [03:46<00:17,  1.62it/s]
      41/80      0.94G     0.9613      1.595     0.6387      1.221         13        640:  95%|█████████▍| 492/519 [03:46<00:13,  1.95it/s]
      41/80      0.94G     0.9614      1.595     0.6384      1.221         10        640:  95%|█████████▍| 492/519 [03:46<00:13,  1.95it/s]
      41/80      0.94G     0.9614      1.595     0.6384      1.221         10        640:  95%|█████████▍| 493/519 [03:46<00:10,  2.37it/s]
      41/80      0.94G     0.9612      1.594     0.6383       1.22          9        640:  95%|█████████▍| 493/519 [03:47<00:10,  2.37it/s]
      41/80      0.94G     0.9612      1.594     0.6383       1.22          9        640:  95%|█████████▌| 494/519 [03:47<00:09,  2.74it/s]
      41/80      0.94G     0.9613      1.594     0.6388      1.221          8        640:  95%|█████████▌| 494/519 [03:47<00:09,  2.74it/s]
      41/80      0.94G     0.9613      1.594     0.6388      1.221          8        640:  95%|█████████▌| 495/519 [03:47<00:11,  2.03it/s]
      41/80      0.94G     0.9611      1.593     0.6387       1.22          9        640:  95%|█████████▌| 495/519 [03:48<00:11,  2.03it/s]
      41/80      0.94G     0.9611      1.593     0.6387       1.22          9        640:  96%|█████████▌| 496/519 [03:48<00:09,  2.41it/s]
      41/80      0.94G     0.9607      1.593     0.6383       1.22         10        640:  96%|█████████▌| 496/519 [03:48<00:09,  2.41it/s]
      41/80      0.94G     0.9607      1.593     0.6383       1.22         10        640:  96%|█████████▌| 497/519 [03:48<00:07,  2.76it/s]
      41/80      0.94G     0.9613      1.593     0.6388       1.22         11        640:  96%|█████████▌| 497/519 [03:48<00:07,  2.76it/s]
      41/80      0.94G     0.9613      1.593     0.6388       1.22         11        640:  96%|█████████▌| 498/519 [03:48<00:06,  3.07it/s]
      41/80      0.94G      0.961      1.593     0.6391       1.22          8        640:  96%|█████████▌| 498/519 [03:49<00:06,  3.07it/s]
      41/80      0.94G      0.961      1.593     0.6391       1.22          8        640:  96%|█████████▌| 499/519 [03:49<00:08,  2.39it/s]
      41/80      0.94G     0.9607      1.592      0.639       1.22         12        640:  96%|█████████▌| 499/519 [03:49<00:08,  2.39it/s]
      41/80      0.94G     0.9607      1.592      0.639       1.22         12        640:  96%|█████████▋| 500/519 [03:49<00:07,  2.63it/s]
      41/80      0.94G     0.9609      1.592     0.6389       1.22         10        640:  96%|█████████▋| 500/519 [03:49<00:07,  2.63it/s]
      41/80      0.94G     0.9609      1.592     0.6389       1.22         10        640:  97%|█████████▋| 501/519 [03:49<00:06,  2.78it/s]
      41/80      0.94G     0.9612      1.593     0.6389       1.22         12        640:  97%|█████████▋| 501/519 [03:50<00:06,  2.78it/s]
      41/80      0.94G     0.9612      1.593     0.6389       1.22         12        640:  97%|█████████▋| 502/519 [03:50<00:05,  2.99it/s]
      41/80      0.94G     0.9615      1.593     0.6391      1.221         11        640:  97%|█████████▋| 502/519 [03:50<00:05,  2.99it/s]
      41/80      0.94G     0.9615      1.593     0.6391      1.221         11        640:  97%|█████████▋| 503/519 [03:50<00:07,  2.25it/s]
      41/80      0.94G     0.9611      1.592     0.6387       1.22         16        640:  97%|█████████▋| 503/519 [03:51<00:07,  2.25it/s]
      41/80      0.94G     0.9611      1.592     0.6387       1.22         16        640:  97%|█████████▋| 504/519 [03:51<00:05,  2.59it/s]
      41/80      0.94G     0.9605      1.592     0.6387       1.22          9        640:  97%|█████████▋| 504/519 [03:51<00:05,  2.59it/s]
      41/80      0.94G     0.9605      1.592     0.6387       1.22          9        640:  97%|█████████▋| 505/519 [03:51<00:04,  2.88it/s]
      41/80      0.94G     0.9605      1.591     0.6385       1.22         16        640:  97%|█████████▋| 505/519 [03:51<00:04,  2.88it/s]
      41/80      0.94G     0.9605      1.591     0.6385       1.22         16        640:  97%|█████████▋| 506/519 [03:51<00:04,  3.08it/s]
      41/80      0.94G     0.9603      1.591     0.6382       1.22         11        640:  97%|█████████▋| 506/519 [03:52<00:04,  3.08it/s]
      41/80      0.94G     0.9603      1.591     0.6382       1.22         11        640:  98%|█████████▊| 507/519 [03:52<00:06,  1.76it/s]
      41/80      0.94G     0.9601       1.59      0.638      1.219         10        640:  98%|█████████▊| 507/519 [03:52<00:06,  1.76it/s]
      41/80      0.94G     0.9601       1.59      0.638      1.219         10        640:  98%|█████████▊| 508/519 [03:52<00:05,  2.08it/s]
      41/80      0.94G       0.96       1.59      0.638      1.219          7        640:  98%|█████████▊| 508/519 [03:53<00:05,  2.08it/s]
      41/80      0.94G       0.96       1.59      0.638      1.219          7        640:  98%|█████████▊| 509/519 [03:53<00:04,  2.47it/s]
      41/80      0.94G     0.9599      1.591     0.6382      1.219         10        640:  98%|█████████▊| 509/519 [03:53<00:04,  2.47it/s]
      41/80      0.94G     0.9599      1.591     0.6382      1.219         10        640:  98%|█████████▊| 510/519 [03:53<00:03,  2.80it/s]
      41/80      0.94G     0.9602      1.591     0.6384      1.219         15        640:  98%|█████████▊| 510/519 [03:54<00:03,  2.80it/s]
      41/80      0.94G     0.9602      1.591     0.6384      1.219         15        640:  98%|█████████▊| 511/519 [03:54<00:03,  2.20it/s]
      41/80      0.94G     0.9603      1.592     0.6384      1.219          7        640:  98%|█████████▊| 511/519 [03:54<00:03,  2.20it/s]
      41/80      0.94G     0.9603      1.592     0.6384      1.219          7        640:  99%|█████████▊| 512/519 [03:54<00:02,  2.54it/s]
      41/80      0.94G     0.9604      1.593     0.6384      1.219         10        640:  99%|█████████▊| 512/519 [03:54<00:02,  2.54it/s]
      41/80      0.94G     0.9604      1.593     0.6384      1.219         10        640:  99%|█████████▉| 513/519 [03:54<00:02,  2.92it/s]
      41/80      0.94G     0.9601      1.592      0.638      1.219         11        640:  99%|█████████▉| 513/519 [03:55<00:02,  2.92it/s]
      41/80      0.94G     0.9601      1.592      0.638      1.219         11        640:  99%|█████████▉| 514/519 [03:55<00:01,  2.62it/s]
      41/80      0.94G       0.96      1.592     0.6377      1.219         13        640:  99%|█████████▉| 514/519 [03:55<00:01,  2.62it/s]
      41/80      0.94G       0.96      1.592     0.6377      1.219         13        640:  99%|█████████▉| 515/519 [03:55<00:01,  3.02it/s]
      41/80      0.94G     0.9601      1.592     0.6376      1.219         11        640:  99%|█████████▉| 515/519 [03:55<00:01,  3.02it/s]
      41/80      0.94G     0.9601      1.592     0.6376      1.219         11        640:  99%|█████████▉| 516/519 [03:55<00:00,  3.64it/s]
      41/80      0.94G     0.9604      1.593     0.6379      1.219         13        640:  99%|█████████▉| 516/519 [03:55<00:00,  3.64it/s]
      41/80      0.94G     0.9604      1.593     0.6379      1.219         13        640: 100%|█████████▉| 517/519 [03:55<00:00,  3.95it/s]
      41/80      0.94G     0.9605      1.594     0.6384      1.219          8        640: 100%|█████████▉| 517/519 [03:56<00:00,  3.95it/s]
      41/80      0.94G     0.9605      1.594     0.6384      1.219          8        640: 100%|█████████▉| 518/519 [03:56<00:00,  2.99it/s]
      41/80      0.94G     0.9605      1.593     0.6383       1.22          5        640: 100%|█████████▉| 518/519 [03:56<00:00,  2.99it/s]
      41/80      0.94G     0.9605      1.593     0.6383       1.22          5        640: 100%|██████████| 519/519 [03:56<00:00,  2.20it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:47,  6.37s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:59,  2.84s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:45,  1.70s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:09,  1.14s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:57,  1.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:49,  1.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:44,  1.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:37,  1.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:32,  1.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:27,  2.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:25,  2.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:24,  2.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:24,  2.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:25,  2.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:24,  2.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:24,  2.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:24,  1.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:23,  1.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:23,  1.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:24,  1.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:26,  1.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:21,  1.93it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:18<00:18,  2.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:05,  6.40it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.60it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:03,  6.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:02,  6.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.45it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.44it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.82it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:21<00:01,  7.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  8.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:22<00:01,  8.88it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  9.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.84it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.78it/s]
+                   all        519        519      0.963      0.946      0.982      0.739      0.965      0.948      0.979      0.715
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
      42/80      0.94G     0.9046      1.631     0.7243      1.387          8        640:   0%|          | 0/519 [00:03<?, ?it/s]
      42/80      0.94G     0.9046      1.631     0.7243      1.387          8        640:   0%|          | 1/519 [00:03<26:07,  3.03s/it]
      42/80      0.94G     0.7645       1.38     0.5901       1.24         10        640:   0%|          | 1/519 [00:03<26:07,  3.03s/it]
      42/80      0.94G     0.7645       1.38     0.5901       1.24         10        640:   0%|          | 2/519 [00:03<11:56,  1.39s/it]
      42/80      0.94G     0.9172      1.614     0.7659      1.311         10        640:   0%|          | 2/519 [00:03<11:56,  1.39s/it]
      42/80      0.94G     0.9172      1.614     0.7659      1.311         10        640:   1%|          | 3/519 [00:03<07:32,  1.14it/s]
      42/80      0.94G     0.9188      1.647     0.8297      1.326         10        640:   1%|          | 3/519 [00:03<07:32,  1.14it/s]
      42/80      0.94G     0.9188      1.647     0.8297      1.326         10        640:   1%|          | 4/519 [00:03<05:19,  1.61it/s]
      42/80      0.94G     0.8689      1.659     0.7606      1.272         10        640:   1%|          | 4/519 [00:04<05:19,  1.61it/s]
      42/80      0.94G     0.8689      1.659     0.7606      1.272         10        640:   1%|          | 5/519 [00:04<06:00,  1.42it/s]
      42/80      0.94G     0.9286      1.662     0.7831      1.281          8        640:   1%|          | 5/519 [00:04<06:00,  1.42it/s]
      42/80      0.94G     0.9286      1.662     0.7831      1.281          8        640:   1%|          | 6/519 [00:04<04:57,  1.73it/s]
      42/80      0.94G     0.9237      1.675     0.7624      1.267         12        640:   1%|          | 6/519 [00:05<04:57,  1.73it/s]
      42/80      0.94G     0.9237      1.675     0.7624      1.267         12        640:   1%|▏         | 7/519 [00:05<04:00,  2.13it/s]
      42/80      0.94G     0.9149      1.627     0.7349       1.24         14        640:   1%|▏         | 7/519 [00:05<04:00,  2.13it/s]
      42/80      0.94G     0.9149      1.627     0.7349       1.24         14        640:   2%|▏         | 8/519 [00:05<03:17,  2.59it/s]
      42/80      0.94G     0.9169      1.618     0.7118      1.231          6        640:   2%|▏         | 8/519 [00:06<03:17,  2.59it/s]
      42/80      0.94G     0.9169      1.618     0.7118      1.231          6        640:   2%|▏         | 9/519 [00:06<05:30,  1.54it/s]
      42/80      0.94G     0.9307      1.632     0.6903      1.235         12        640:   2%|▏         | 9/519 [00:07<05:30,  1.54it/s]
      42/80      0.94G     0.9307      1.632     0.6903      1.235         12        640:   2%|▏         | 10/519 [00:07<05:15,  1.61it/s]
      42/80      0.94G     0.9229      1.559     0.6705      1.219          7        640:   2%|▏         | 10/519 [00:07<05:15,  1.61it/s]
      42/80      0.94G     0.9229      1.559     0.6705      1.219          7        640:   2%|▏         | 11/519 [00:07<04:17,  1.98it/s]
      42/80      0.94G     0.9596      1.595      0.694      1.239         10        640:   2%|▏         | 11/519 [00:07<04:17,  1.98it/s]
      42/80      0.94G     0.9596      1.595      0.694      1.239         10        640:   2%|▏         | 12/519 [00:07<03:33,  2.38it/s]
      42/80      0.94G     0.9482      1.574     0.6812      1.226         12        640:   2%|▏         | 12/519 [00:08<03:33,  2.38it/s]
      42/80      0.94G     0.9482      1.574     0.6812      1.226         12        640:   3%|▎         | 13/519 [00:08<05:52,  1.44it/s]
      42/80      0.94G     0.9474      1.552     0.6706      1.223         12        640:   3%|▎         | 13/519 [00:09<05:52,  1.44it/s]
      42/80      0.94G     0.9474      1.552     0.6706      1.223         12        640:   3%|▎         | 14/519 [00:09<04:47,  1.76it/s]
      42/80      0.94G     0.9446       1.55     0.6657      1.226         11        640:   3%|▎         | 14/519 [00:09<04:47,  1.76it/s]
      42/80      0.94G     0.9446       1.55     0.6657      1.226         11        640:   3%|▎         | 15/519 [00:09<04:04,  2.06it/s]
      42/80      0.94G     0.9167      1.526     0.6436      1.217          8        640:   3%|▎         | 15/519 [00:09<04:04,  2.06it/s]
      42/80      0.94G     0.9167      1.526     0.6436      1.217          8        640:   3%|▎         | 16/519 [00:09<03:24,  2.46it/s]
      42/80      0.94G      0.911      1.525     0.6417      1.216         12        640:   3%|▎         | 16/519 [00:10<03:24,  2.46it/s]
      42/80      0.94G      0.911      1.525     0.6417      1.216         12        640:   3%|▎         | 17/519 [00:10<05:00,  1.67it/s]
      42/80      0.94G     0.9452      1.558     0.6534      1.244         10        640:   3%|▎         | 17/519 [00:11<05:00,  1.67it/s]
      42/80      0.94G     0.9452      1.558     0.6534      1.244         10        640:   3%|▎         | 18/519 [00:11<04:03,  2.06it/s]
      42/80      0.94G     0.9456      1.539     0.6522      1.248          8        640:   3%|▎         | 18/519 [00:11<04:03,  2.06it/s]
      42/80      0.94G     0.9456      1.539     0.6522      1.248          8        640:   4%|▎         | 19/519 [00:11<03:26,  2.42it/s]
      42/80      0.94G     0.9412      1.542     0.6722       1.25          9        640:   4%|▎         | 19/519 [00:11<03:26,  2.42it/s]
      42/80      0.94G     0.9412      1.542     0.6722       1.25          9        640:   4%|▍         | 20/519 [00:11<02:53,  2.87it/s]
      42/80      0.94G     0.9447      1.537     0.6694      1.256         10        640:   4%|▍         | 20/519 [00:12<02:53,  2.87it/s]
      42/80      0.94G     0.9447      1.537     0.6694      1.256         10        640:   4%|▍         | 21/519 [00:12<04:25,  1.87it/s]
      42/80      0.94G     0.9482      1.582     0.6702      1.263          7        640:   4%|▍         | 21/519 [00:12<04:25,  1.87it/s]
      42/80      0.94G     0.9482      1.582     0.6702      1.263          7        640:   4%|▍         | 22/519 [00:12<03:36,  2.29it/s]
      42/80      0.94G     0.9378       1.58      0.664      1.251         10        640:   4%|▍         | 22/519 [00:12<03:36,  2.29it/s]
      42/80      0.94G     0.9378       1.58      0.664      1.251         10        640:   4%|▍         | 23/519 [00:12<03:08,  2.63it/s]
      42/80      0.94G     0.9344      1.604     0.6651      1.249          6        640:   4%|▍         | 23/519 [00:13<03:08,  2.63it/s]
      42/80      0.94G     0.9344      1.604     0.6651      1.249          6        640:   5%|▍         | 24/519 [00:13<02:49,  2.92it/s]
      42/80      0.94G     0.9261      1.605     0.6572      1.242         10        640:   5%|▍         | 24/519 [00:14<02:49,  2.92it/s]
      42/80      0.94G     0.9261      1.605     0.6572      1.242         10        640:   5%|▍         | 25/519 [00:14<04:07,  2.00it/s]
      42/80      0.94G     0.9265      1.594       0.66      1.235         12        640:   5%|▍         | 25/519 [00:14<04:07,  2.00it/s]
      42/80      0.94G     0.9265      1.594       0.66      1.235         12        640:   5%|▌         | 26/519 [00:14<03:32,  2.32it/s]
      42/80      0.94G     0.9253      1.586      0.653      1.239          9        640:   5%|▌         | 26/519 [00:14<03:32,  2.32it/s]
      42/80      0.94G     0.9253      1.586      0.653      1.239          9        640:   5%|▌         | 27/519 [00:14<02:56,  2.79it/s]
      42/80      0.94G     0.9173      1.569      0.644       1.23         12        640:   5%|▌         | 27/519 [00:14<02:56,  2.79it/s]
      42/80      0.94G     0.9173      1.569      0.644       1.23         12        640:   5%|▌         | 28/519 [00:14<03:14,  2.53it/s]
      42/80      0.94G     0.9168      1.565       0.64       1.23          9        640:   5%|▌         | 28/519 [00:15<03:14,  2.53it/s]
      42/80      0.94G     0.9168      1.565       0.64       1.23          9        640:   6%|▌         | 29/519 [00:15<02:53,  2.83it/s]
      42/80      0.94G     0.9213      1.593     0.6416      1.229         11        640:   6%|▌         | 29/519 [00:16<02:53,  2.83it/s]
      42/80      0.94G     0.9213      1.593     0.6416      1.229         11        640:   6%|▌         | 30/519 [00:16<05:46,  1.41it/s]
      42/80      0.94G     0.9214      1.586     0.6438      1.226         11        640:   6%|▌         | 30/519 [00:17<05:46,  1.41it/s]
      42/80      0.94G     0.9214      1.586     0.6438      1.226         11        640:   6%|▌         | 31/519 [00:17<04:36,  1.77it/s]
      42/80      0.94G     0.9185      1.589      0.638      1.223         11        640:   6%|▌         | 31/519 [00:17<04:36,  1.77it/s]
      42/80      0.94G     0.9185      1.589      0.638      1.223         11        640:   6%|▌         | 32/519 [00:17<03:51,  2.10it/s]
      42/80      0.94G     0.9248       1.59     0.6365      1.228         10        640:   6%|▌         | 32/519 [00:17<03:51,  2.10it/s]
      42/80      0.94G     0.9248       1.59     0.6365      1.228         10        640:   6%|▋         | 33/519 [00:17<03:14,  2.50it/s]
      42/80      0.94G     0.9231      1.589     0.6333      1.224          7        640:   6%|▋         | 33/519 [00:18<03:14,  2.50it/s]
      42/80      0.94G     0.9231      1.589     0.6333      1.224          7        640:   7%|▋         | 34/519 [00:18<04:26,  1.82it/s]
      42/80      0.94G      0.925      1.583     0.6311      1.222         13        640:   7%|▋         | 34/519 [00:18<04:26,  1.82it/s]
      42/80      0.94G      0.925      1.583     0.6311      1.222         13        640:   7%|▋         | 35/519 [00:18<03:43,  2.16it/s]
      42/80      0.94G     0.9293      1.575     0.6343      1.221          9        640:   7%|▋         | 35/519 [00:18<03:43,  2.16it/s]
      42/80      0.94G     0.9293      1.575     0.6343      1.221          9        640:   7%|▋         | 36/519 [00:18<03:09,  2.55it/s]
      42/80      0.94G     0.9361      1.564     0.6323      1.225         10        640:   7%|▋         | 36/519 [00:19<03:09,  2.55it/s]
      42/80      0.94G     0.9361      1.564     0.6323      1.225         10        640:   7%|▋         | 37/519 [00:19<02:43,  2.95it/s]
      42/80      0.94G     0.9435       1.59     0.6404      1.229          7        640:   7%|▋         | 37/519 [00:20<02:43,  2.95it/s]
      42/80      0.94G     0.9435       1.59     0.6404      1.229          7        640:   7%|▋         | 38/519 [00:20<04:43,  1.70it/s]
      42/80      0.94G     0.9404      1.609     0.6431      1.231          9        640:   7%|▋         | 38/519 [00:20<04:43,  1.70it/s]
      42/80      0.94G     0.9404      1.609     0.6431      1.231          9        640:   8%|▊         | 39/519 [00:20<03:45,  2.13it/s]
      42/80      0.94G     0.9332      1.615     0.6388      1.227         10        640:   8%|▊         | 39/519 [00:20<03:45,  2.13it/s]
      42/80      0.94G     0.9332      1.615     0.6388      1.227         10        640:   8%|▊         | 40/519 [00:20<03:05,  2.58it/s]
      42/80      0.94G     0.9327      1.611     0.6375      1.226         10        640:   8%|▊         | 40/519 [00:20<03:05,  2.58it/s]
      42/80      0.94G     0.9327      1.611     0.6375      1.226         10        640:   8%|▊         | 41/519 [00:20<02:42,  2.95it/s]
      42/80      0.94G     0.9273      1.608     0.6344      1.225         10        640:   8%|▊         | 41/519 [00:21<02:42,  2.95it/s]
      42/80      0.94G     0.9273      1.608     0.6344      1.225         10        640:   8%|▊         | 42/519 [00:21<04:33,  1.74it/s]
      42/80      0.94G     0.9315      1.621     0.6412      1.232         10        640:   8%|▊         | 42/519 [00:22<04:33,  1.74it/s]
      42/80      0.94G     0.9315      1.621     0.6412      1.232         10        640:   8%|▊         | 43/519 [00:22<03:37,  2.19it/s]
      42/80      0.94G     0.9403      1.625     0.6483      1.238          9        640:   8%|▊         | 43/519 [00:22<03:37,  2.19it/s]
      42/80      0.94G     0.9403      1.625     0.6483      1.238          9        640:   8%|▊         | 44/519 [00:22<03:00,  2.63it/s]
      42/80      0.94G     0.9425      1.646     0.6493      1.238         10        640:   8%|▊         | 44/519 [00:22<03:00,  2.63it/s]
      42/80      0.94G     0.9425      1.646     0.6493      1.238         10        640:   9%|▊         | 45/519 [00:22<02:39,  2.97it/s]
      42/80      0.94G     0.9462      1.641     0.6472      1.239          8        640:   9%|▊         | 45/519 [00:24<02:39,  2.97it/s]
      42/80      0.94G     0.9462      1.641     0.6472      1.239          8        640:   9%|▉         | 46/519 [00:24<05:08,  1.53it/s]
      42/80      0.94G     0.9435      1.658     0.6434      1.237         11        640:   9%|▉         | 46/519 [00:24<05:08,  1.53it/s]
      42/80      0.94G     0.9435      1.658     0.6434      1.237         11        640:   9%|▉         | 47/519 [00:24<04:00,  1.97it/s]
      42/80      0.94G      0.939      1.645     0.6388      1.234         11        640:   9%|▉         | 47/519 [00:24<04:00,  1.97it/s]
      42/80      0.94G      0.939      1.645     0.6388      1.234         11        640:   9%|▉         | 48/519 [00:24<03:15,  2.41it/s]
      42/80      0.94G      0.934      1.631     0.6338       1.23          9        640:   9%|▉         | 48/519 [00:24<03:15,  2.41it/s]
      42/80      0.94G      0.934      1.631     0.6338       1.23          9        640:   9%|▉         | 49/519 [00:24<02:50,  2.76it/s]
      42/80      0.94G     0.9365      1.624     0.6316      1.228          9        640:   9%|▉         | 49/519 [00:26<02:50,  2.76it/s]
      42/80      0.94G     0.9365      1.624     0.6316      1.228          9        640:  10%|▉         | 50/519 [00:26<05:19,  1.47it/s]
      42/80      0.94G     0.9336      1.615     0.6271      1.228         10        640:  10%|▉         | 50/519 [00:26<05:19,  1.47it/s]
      42/80      0.94G     0.9336      1.615     0.6271      1.228         10        640:  10%|▉         | 51/519 [00:26<04:16,  1.83it/s]
      42/80      0.94G     0.9333      1.607     0.6242      1.227          9        640:  10%|▉         | 51/519 [00:26<04:16,  1.83it/s]
      42/80      0.94G     0.9333      1.607     0.6242      1.227          9        640:  10%|█         | 52/519 [00:26<03:29,  2.23it/s]
      42/80      0.94G     0.9346      1.618     0.6249      1.227          9        640:  10%|█         | 52/519 [00:26<03:29,  2.23it/s]
      42/80      0.94G     0.9346      1.618     0.6249      1.227          9        640:  10%|█         | 53/519 [00:26<03:01,  2.57it/s]
      42/80      0.94G     0.9438      1.633     0.6282      1.236          7        640:  10%|█         | 53/519 [00:28<03:01,  2.57it/s]
      42/80      0.94G     0.9438      1.633     0.6282      1.236          7        640:  10%|█         | 54/519 [00:28<05:28,  1.42it/s]
      42/80      0.94G     0.9445      1.629      0.629      1.235          7        640:  10%|█         | 54/519 [00:28<05:28,  1.42it/s]
      42/80      0.94G     0.9445      1.629      0.629      1.235          7        640:  11%|█         | 55/519 [00:28<04:15,  1.81it/s]
      42/80      0.94G     0.9513      1.643     0.6342       1.24          9        640:  11%|█         | 55/519 [00:28<04:15,  1.81it/s]
      42/80      0.94G     0.9513      1.643     0.6342       1.24          9        640:  11%|█         | 56/519 [00:28<03:30,  2.20it/s]
      42/80      0.94G     0.9647       1.66     0.6455      1.247          9        640:  11%|█         | 56/519 [00:28<03:30,  2.20it/s]
      42/80      0.94G     0.9647       1.66     0.6455      1.247          9        640:  11%|█         | 57/519 [00:28<03:03,  2.52it/s]
      42/80      0.94G     0.9599      1.649      0.641      1.243          9        640:  11%|█         | 57/519 [00:30<03:03,  2.52it/s]
      42/80      0.94G     0.9599      1.649      0.641      1.243          9        640:  11%|█         | 58/519 [00:30<05:02,  1.52it/s]
      42/80      0.94G     0.9573      1.643      0.642      1.243          9        640:  11%|█         | 58/519 [00:30<05:02,  1.52it/s]
      42/80      0.94G     0.9573      1.643      0.642      1.243          9        640:  11%|█▏        | 59/519 [00:30<03:52,  1.98it/s]
      42/80      0.94G      0.953      1.636     0.6385      1.244          8        640:  11%|█▏        | 59/519 [00:30<03:52,  1.98it/s]
      42/80      0.94G      0.953      1.636     0.6385      1.244          8        640:  12%|█▏        | 60/519 [00:30<03:08,  2.43it/s]
      42/80      0.94G      0.954      1.645     0.6404      1.244         10        640:  12%|█▏        | 60/519 [00:30<03:08,  2.43it/s]
      42/80      0.94G      0.954      1.645     0.6404      1.244         10        640:  12%|█▏        | 61/519 [00:30<02:52,  2.66it/s]
      42/80      0.94G     0.9519      1.638     0.6385      1.241         11        640:  12%|█▏        | 61/519 [00:31<02:52,  2.66it/s]
      42/80      0.94G     0.9519      1.638     0.6385      1.241         11        640:  12%|█▏        | 62/519 [00:31<04:03,  1.87it/s]
      42/80      0.94G     0.9515      1.641     0.6388      1.242         12        640:  12%|█▏        | 62/519 [00:31<04:03,  1.87it/s]
      42/80      0.94G     0.9515      1.641     0.6388      1.242         12        640:  12%|█▏        | 63/519 [00:31<03:18,  2.30it/s]
      42/80      0.94G     0.9538      1.651     0.6394      1.243         10        640:  12%|█▏        | 63/519 [00:32<03:18,  2.30it/s]
      42/80      0.94G     0.9538      1.651     0.6394      1.243         10        640:  12%|█▏        | 64/519 [00:32<02:50,  2.67it/s]
      42/80      0.94G     0.9518      1.643     0.6407      1.245          7        640:  12%|█▏        | 64/519 [00:32<02:50,  2.67it/s]
      42/80      0.94G     0.9518      1.643     0.6407      1.245          7        640:  13%|█▎        | 65/519 [00:32<02:25,  3.13it/s]
      42/80      0.94G     0.9518      1.646     0.6376      1.244          9        640:  13%|█▎        | 65/519 [00:33<02:25,  3.13it/s]
      42/80      0.94G     0.9518      1.646     0.6376      1.244          9        640:  13%|█▎        | 66/519 [00:33<04:04,  1.85it/s]
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      42/80      0.94G     0.9399        1.6     0.6132      1.217          5        640:  51%|█████     | 264/519 [02:04<01:19,  3.19it/s]
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      42/80      0.94G      0.939      1.591     0.6112      1.216         12        640:  56%|█████▌    | 291/519 [02:15<01:29,  2.55it/s]
      42/80      0.94G      0.939      1.591     0.6112      1.216         12        640:  56%|█████▋    | 292/519 [02:15<01:19,  2.87it/s]
      42/80      0.94G     0.9386      1.591     0.6112      1.216         11        640:  56%|█████▋    | 292/519 [02:16<01:19,  2.87it/s]
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      42/80      0.94G     0.9379      1.589     0.6111      1.216          7        640:  57%|█████▋    | 294/519 [02:17<01:33,  2.41it/s]
      42/80      0.94G     0.9379      1.589     0.6111      1.216          7        640:  57%|█████▋    | 295/519 [02:17<01:22,  2.72it/s]
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      42/80      0.94G     0.9385      1.591      0.612      1.216          8        640:  57%|█████▋    | 296/519 [02:18<01:13,  3.02it/s]
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      42/80      0.94G     0.9398      1.594     0.6124      1.216         11        640:  58%|█████▊    | 300/519 [02:19<01:11,  3.07it/s]
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      42/80      0.94G     0.9406      1.596     0.6127      1.216         10        640:  58%|█████▊    | 302/519 [02:20<01:32,  2.35it/s]
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      42/80      0.94G     0.9391      1.595      0.612      1.215          6        640:  60%|██████    | 312/519 [02:24<01:14,  2.78it/s]
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      42/80      0.94G     0.9397      1.596     0.6123      1.215         12        640:  60%|██████    | 313/519 [02:24<01:46,  1.93it/s]
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      42/80      0.94G      0.938      1.595     0.6118      1.214         12        640:  61%|██████▏   | 318/519 [02:27<01:51,  1.80it/s]
      42/80      0.94G      0.938      1.595     0.6118      1.214         12        640:  61%|██████▏   | 319/519 [02:27<01:35,  2.09it/s]
      42/80      0.94G     0.9381      1.595     0.6119      1.213         13        640:  61%|██████▏   | 319/519 [02:27<01:35,  2.09it/s]
      42/80      0.94G     0.9381      1.595     0.6119      1.213         13        640:  62%|██████▏   | 320/519 [02:27<01:20,  2.46it/s]
      42/80      0.94G     0.9382      1.594     0.6115      1.213          7        640:  62%|██████▏   | 320/519 [02:28<01:20,  2.46it/s]
      42/80      0.94G     0.9382      1.594     0.6115      1.213          7        640:  62%|██████▏   | 321/519 [02:28<01:42,  1.93it/s]
      42/80      0.94G     0.9383      1.597     0.6119      1.213         12        640:  62%|██████▏   | 321/519 [02:28<01:42,  1.93it/s]
      42/80      0.94G     0.9383      1.597     0.6119      1.213         12        640:  62%|██████▏   | 322/519 [02:28<01:26,  2.29it/s]
      42/80      0.94G     0.9391      1.598     0.6121      1.214          8        640:  62%|██████▏   | 322/519 [02:28<01:26,  2.29it/s]
      42/80      0.94G     0.9391      1.598     0.6121      1.214          8        640:  62%|██████▏   | 323/519 [02:28<01:14,  2.62it/s]
      42/80      0.94G     0.9396      1.601     0.6122      1.214          9        640:  62%|██████▏   | 323/519 [02:29<01:14,  2.62it/s]
      42/80      0.94G     0.9396      1.601     0.6122      1.214          9        640:  62%|██████▏   | 324/519 [02:29<01:36,  2.03it/s]
      42/80      0.94G     0.9405      1.602      0.613      1.215          7        640:  62%|██████▏   | 324/519 [02:30<01:36,  2.03it/s]
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      42/80      0.94G     0.9403      1.605     0.6139      1.215         10        640:  63%|██████▎   | 325/519 [02:31<01:59,  1.62it/s]
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      42/80      0.94G     0.9408      1.605     0.6144      1.216          8        640:  63%|██████▎   | 328/519 [02:32<01:21,  2.33it/s]
      42/80      0.94G     0.9408      1.605     0.6144      1.216          8        640:  63%|██████▎   | 329/519 [02:32<01:41,  1.87it/s]
      42/80      0.94G     0.9405      1.605     0.6139      1.216          8        640:  63%|██████▎   | 329/519 [02:32<01:41,  1.87it/s]
      42/80      0.94G     0.9405      1.605     0.6139      1.216          8        640:  64%|██████▎   | 330/519 [02:32<01:38,  1.93it/s]
      42/80      0.94G     0.9424       1.61     0.6146      1.217          6        640:  64%|██████▎   | 330/519 [02:33<01:38,  1.93it/s]
      42/80      0.94G     0.9424       1.61     0.6146      1.217          6        640:  64%|██████▍   | 331/519 [02:33<01:25,  2.21it/s]
      42/80      0.94G     0.9426      1.611     0.6144      1.218          8        640:  64%|██████▍   | 331/519 [02:33<01:25,  2.21it/s]
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      42/80      0.94G     0.9432      1.611      0.615      1.218          9        640:  64%|██████▍   | 332/519 [02:34<01:14,  2.51it/s]
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      42/80      0.94G     0.9431       1.61      0.615      1.218          9        640:  64%|██████▍   | 333/519 [02:34<01:44,  1.78it/s]
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      42/80      0.94G      0.943      1.609     0.6149      1.218         11        640:  65%|██████▍   | 335/519 [02:35<01:21,  2.25it/s]
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      42/80      0.94G     0.9421      1.612     0.6143      1.218          7        640:  65%|██████▍   | 337/519 [02:36<01:17,  2.34it/s]
      42/80      0.94G     0.9421      1.612     0.6143      1.218          7        640:  65%|██████▌   | 338/519 [02:36<01:48,  1.68it/s]
      42/80      0.94G     0.9421      1.611      0.614      1.218         10        640:  65%|██████▌   | 338/519 [02:37<01:48,  1.68it/s]
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      42/80      0.94G     0.9418       1.61     0.6133      1.218         14        640:  66%|██████▌   | 340/519 [02:37<01:15,  2.39it/s]
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      42/80      0.94G     0.9424      1.609     0.6132      1.218          9        640:  66%|██████▌   | 341/519 [02:38<01:02,  2.85it/s]
      42/80      0.94G     0.9424      1.609     0.6132      1.218          9        640:  66%|██████▌   | 342/519 [02:38<01:47,  1.64it/s]
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      42/80      0.94G     0.9449      1.614     0.6163      1.217         14        640:  69%|██████▉   | 357/519 [02:46<01:07,  2.40it/s]
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      42/80      0.94G     0.9421      1.614     0.6153      1.216          9        640:  70%|███████   | 364/519 [02:49<01:01,  2.53it/s]
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      42/80      0.94G     0.9419      1.613     0.6148      1.216          9        640:  70%|███████   | 365/519 [02:50<00:51,  2.96it/s]
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      42/80      0.94G     0.9428      1.612     0.6144      1.217         11        640:  71%|███████   | 369/519 [02:52<00:57,  2.62it/s]
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      42/80      0.94G     0.9418       1.61     0.6135      1.216         12        640:  71%|███████▏  | 371/519 [02:52<01:06,  2.22it/s]
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      42/80      0.94G     0.9421      1.612     0.6136      1.217         12        640:  72%|███████▏  | 372/519 [02:53<00:59,  2.47it/s]
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      42/80      0.94G     0.9414      1.611      0.613      1.216          9        640:  72%|███████▏  | 373/519 [02:54<01:11,  2.06it/s]
      42/80      0.94G     0.9414      1.611      0.613      1.216          9        640:  72%|███████▏  | 374/519 [02:54<01:15,  1.92it/s]
      42/80      0.94G     0.9417      1.611     0.6125      1.217         11        640:  72%|███████▏  | 374/519 [02:54<01:15,  1.92it/s]
      42/80      0.94G     0.9417      1.611     0.6125      1.217         11        640:  72%|███████▏  | 375/519 [02:54<01:04,  2.24it/s]
      42/80      0.94G     0.9411      1.611      0.612      1.217          7        640:  72%|███████▏  | 375/519 [02:54<01:04,  2.24it/s]
      42/80      0.94G     0.9411      1.611      0.612      1.217          7        640:  72%|███████▏  | 376/519 [02:54<00:53,  2.66it/s]
      42/80      0.94G     0.9422      1.612     0.6131      1.218         10        640:  72%|███████▏  | 376/519 [02:55<00:53,  2.66it/s]
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      42/80      0.94G     0.9422      1.612     0.6128      1.217          9        640:  73%|███████▎  | 378/519 [02:56<01:18,  1.79it/s]
      42/80      0.94G     0.9419      1.611     0.6126      1.217         13        640:  73%|███████▎  | 378/519 [02:56<01:18,  1.79it/s]
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      42/80      0.94G     0.9417      1.611     0.6128      1.217          8        640:  73%|███████▎  | 379/519 [02:56<01:04,  2.17it/s]
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      42/80      0.94G     0.9416      1.612     0.6138      1.217          9        640:  73%|███████▎  | 380/519 [02:57<00:54,  2.56it/s]
      42/80      0.94G     0.9416      1.612     0.6138      1.217          9        640:  73%|███████▎  | 381/519 [02:57<01:06,  2.09it/s]
      42/80      0.94G     0.9417      1.612     0.6133      1.216         10        640:  73%|███████▎  | 381/519 [02:58<01:06,  2.09it/s]
      42/80      0.94G     0.9417      1.612     0.6133      1.216         10        640:  74%|███████▎  | 382/519 [02:58<01:23,  1.64it/s]
      42/80      0.94G     0.9413      1.613     0.6133      1.216         10        640:  74%|███████▎  | 382/519 [02:58<01:23,  1.64it/s]
      42/80      0.94G     0.9413      1.613     0.6133      1.216         10        640:  74%|███████▍  | 383/519 [02:58<01:09,  1.96it/s]
      42/80      0.94G     0.9417      1.614      0.613      1.216         13        640:  74%|███████▍  | 383/519 [02:58<01:09,  1.96it/s]
      42/80      0.94G     0.9417      1.614      0.613      1.216         13        640:  74%|███████▍  | 384/519 [02:58<00:54,  2.46it/s]
      42/80      0.94G     0.9419      1.612     0.6131      1.217          7        640:  74%|███████▍  | 384/519 [02:59<00:54,  2.46it/s]
      42/80      0.94G     0.9419      1.612     0.6131      1.217          7        640:  74%|███████▍  | 385/519 [02:59<00:59,  2.25it/s]
      42/80      0.94G     0.9422      1.615     0.6133      1.217         11        640:  74%|███████▍  | 385/519 [02:59<00:59,  2.25it/s]
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      42/80      0.94G     0.9417      1.615     0.6131      1.216          7        640:  74%|███████▍  | 386/519 [02:59<01:07,  1.97it/s]
      42/80      0.94G     0.9417      1.615     0.6131      1.216          7        640:  75%|███████▍  | 387/519 [02:59<00:54,  2.42it/s]
      42/80      0.94G     0.9425      1.616     0.6133      1.217         12        640:  75%|███████▍  | 387/519 [03:00<00:54,  2.42it/s]
      42/80      0.94G     0.9425      1.616     0.6133      1.217         12        640:  75%|███████▍  | 388/519 [03:00<00:47,  2.74it/s]
      42/80      0.94G     0.9425      1.615     0.6129      1.216          8        640:  75%|███████▍  | 388/519 [03:01<00:47,  2.74it/s]
      42/80      0.94G     0.9425      1.615     0.6129      1.216          8        640:  75%|███████▍  | 389/519 [03:01<01:16,  1.69it/s]
      42/80      0.94G     0.9425      1.614     0.6132      1.216          7        640:  75%|███████▍  | 389/519 [03:01<01:16,  1.69it/s]
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      42/80      0.94G     0.9427      1.614      0.613      1.216         12        640:  75%|███████▌  | 390/519 [03:01<01:04,  1.99it/s]
      42/80      0.94G     0.9427      1.614      0.613      1.216         12        640:  75%|███████▌  | 391/519 [03:01<00:56,  2.28it/s]
      42/80      0.94G     0.9423      1.613     0.6127      1.216         12        640:  75%|███████▌  | 391/519 [03:02<00:56,  2.28it/s]
      42/80      0.94G     0.9423      1.613     0.6127      1.216         12        640:  76%|███████▌  | 392/519 [03:02<00:46,  2.74it/s]
      42/80      0.94G     0.9418      1.612      0.612      1.217          6        640:  76%|███████▌  | 392/519 [03:02<00:46,  2.74it/s]
      42/80      0.94G     0.9418      1.612      0.612      1.217          6        640:  76%|███████▌  | 393/519 [03:02<01:00,  2.08it/s]
      42/80      0.94G     0.9431      1.613     0.6123      1.218         12        640:  76%|███████▌  | 393/519 [03:04<01:00,  2.08it/s]
      42/80      0.94G     0.9431      1.613     0.6123      1.218         12        640:  76%|███████▌  | 394/519 [03:04<01:27,  1.44it/s]
      42/80      0.94G     0.9434      1.613     0.6123      1.218          9        640:  76%|███████▌  | 394/519 [03:04<01:27,  1.44it/s]
      42/80      0.94G     0.9434      1.613     0.6123      1.218          9        640:  76%|███████▌  | 395/519 [03:04<01:08,  1.80it/s]
      42/80      0.94G     0.9431      1.612     0.6121      1.218          4        640:  76%|███████▌  | 395/519 [03:04<01:08,  1.80it/s]
      42/80      0.94G     0.9431      1.612     0.6121      1.218          4        640:  76%|███████▋  | 396/519 [03:04<00:56,  2.17it/s]
      42/80      0.94G     0.9425      1.611     0.6119      1.217         15        640:  76%|███████▋  | 396/519 [03:04<00:56,  2.17it/s]
      42/80      0.94G     0.9425      1.611     0.6119      1.217         15        640:  76%|███████▋  | 397/519 [03:04<00:47,  2.55it/s]
      42/80      0.94G     0.9425       1.61     0.6119      1.217          9        640:  76%|███████▋  | 397/519 [03:06<00:47,  2.55it/s]
      42/80      0.94G     0.9425       1.61     0.6119      1.217          9        640:  77%|███████▋  | 398/519 [03:06<01:20,  1.51it/s]
      42/80      0.94G     0.9421      1.609     0.6115      1.217          9        640:  77%|███████▋  | 398/519 [03:06<01:20,  1.51it/s]
      42/80      0.94G     0.9421      1.609     0.6115      1.217          9        640:  77%|███████▋  | 399/519 [03:06<01:04,  1.85it/s]
      42/80      0.94G     0.9419      1.609     0.6114      1.217          7        640:  77%|███████▋  | 399/519 [03:06<01:04,  1.85it/s]
      42/80      0.94G     0.9419      1.609     0.6114      1.217          7        640:  77%|███████▋  | 400/519 [03:06<00:55,  2.14it/s]
      42/80      0.94G     0.9425      1.609     0.6115      1.217         11        640:  77%|███████▋  | 400/519 [03:06<00:55,  2.14it/s]
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      42/80      0.94G     0.9425      1.609     0.6118      1.217          9        640:  77%|███████▋  | 401/519 [03:08<00:46,  2.52it/s]
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      42/80      0.94G     0.9426      1.609      0.612      1.217         11        640:  77%|███████▋  | 402/519 [03:08<01:19,  1.48it/s]
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      42/80      0.94G     0.9423      1.608     0.6117      1.217         11        640:  78%|███████▊  | 403/519 [03:08<01:04,  1.81it/s]
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      42/80      0.94G     0.9429      1.609      0.612      1.218          8        640:  78%|███████▊  | 404/519 [03:08<00:52,  2.19it/s]
      42/80      0.94G     0.9429      1.609      0.612      1.218          8        640:  78%|███████▊  | 405/519 [03:08<00:45,  2.51it/s]
      42/80      0.94G     0.9425      1.608     0.6121      1.217         11        640:  78%|███████▊  | 405/519 [03:10<00:45,  2.51it/s]
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      42/80      0.94G     0.9431      1.608     0.6121      1.218         11        640:  78%|███████▊  | 406/519 [03:10<01:07,  1.67it/s]
      42/80      0.94G     0.9431      1.608     0.6121      1.218         11        640:  78%|███████▊  | 407/519 [03:10<00:54,  2.06it/s]
      42/80      0.94G     0.9423      1.607     0.6115      1.217         11        640:  78%|███████▊  | 407/519 [03:10<00:54,  2.06it/s]
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      42/80      0.94G     0.9412      1.605     0.6107      1.217          5        640:  79%|███████▊  | 408/519 [03:10<00:45,  2.43it/s]
      42/80      0.94G     0.9412      1.605     0.6107      1.217          5        640:  79%|███████▉  | 409/519 [03:10<00:41,  2.66it/s]
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      42/80      0.94G     0.9403      1.604     0.6098      1.216          8        640:  79%|███████▉  | 410/519 [03:11<00:54,  2.01it/s]
      42/80      0.94G     0.9403      1.604     0.6098      1.216          8        640:  79%|███████▉  | 411/519 [03:11<00:44,  2.40it/s]
      42/80      0.94G     0.9401      1.604     0.6097      1.216         15        640:  79%|███████▉  | 411/519 [03:12<00:44,  2.40it/s]
      42/80      0.94G     0.9401      1.604     0.6097      1.216         15        640:  79%|███████▉  | 412/519 [03:12<00:40,  2.67it/s]
      42/80      0.94G     0.9398      1.603     0.6099      1.216          9        640:  79%|███████▉  | 412/519 [03:12<00:40,  2.67it/s]
      42/80      0.94G     0.9398      1.603     0.6099      1.216          9        640:  80%|███████▉  | 413/519 [03:12<00:33,  3.14it/s]
      42/80      0.94G     0.9395      1.605     0.6096      1.216         10        640:  80%|███████▉  | 413/519 [03:13<00:33,  3.14it/s]
      42/80      0.94G     0.9395      1.605     0.6096      1.216         10        640:  80%|███████▉  | 414/519 [03:13<01:04,  1.64it/s]
      42/80      0.94G     0.9397      1.606     0.6096      1.216          9        640:  80%|███████▉  | 414/519 [03:13<01:04,  1.64it/s]
      42/80      0.94G     0.9397      1.606     0.6096      1.216          9        640:  80%|███████▉  | 415/519 [03:13<00:49,  2.09it/s]
      42/80      0.94G     0.9393      1.605     0.6091      1.216          7        640:  80%|███████▉  | 415/519 [03:13<00:49,  2.09it/s]
      42/80      0.94G     0.9393      1.605     0.6091      1.216          7        640:  80%|████████  | 416/519 [03:13<00:42,  2.41it/s]
      42/80      0.94G     0.9393      1.604     0.6092      1.215         10        640:  80%|████████  | 416/519 [03:14<00:42,  2.41it/s]
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      42/80      0.94G     0.9397      1.604     0.6091      1.216         10        640:  80%|████████  | 417/519 [03:15<00:37,  2.73it/s]
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      42/80      0.94G     0.9402      1.603      0.609      1.216         11        640:  81%|████████  | 420/519 [03:15<00:38,  2.54it/s]
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      42/80      0.94G     0.9395      1.603     0.6091      1.215         12        640:  81%|████████  | 421/519 [03:16<00:34,  2.84it/s]
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      42/80      0.94G     0.9393      1.604     0.6088      1.215          9        640:  81%|████████▏ | 422/519 [03:17<00:52,  1.86it/s]
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      42/80      0.94G     0.9391      1.602     0.6087      1.215          8        640:  82%|████████▏ | 423/519 [03:17<00:43,  2.23it/s]
      42/80      0.94G     0.9391      1.602     0.6087      1.215          8        640:  82%|████████▏ | 424/519 [03:17<00:34,  2.74it/s]
      42/80      0.94G     0.9391      1.602     0.6088      1.215         10        640:  82%|████████▏ | 424/519 [03:17<00:34,  2.74it/s]
      42/80      0.94G     0.9391      1.602     0.6088      1.215         10        640:  82%|████████▏ | 425/519 [03:17<00:31,  2.95it/s]
      42/80      0.94G     0.9394      1.602     0.6092      1.216          8        640:  82%|████████▏ | 425/519 [03:19<00:31,  2.95it/s]
      42/80      0.94G     0.9394      1.602     0.6092      1.216          8        640:  82%|████████▏ | 426/519 [03:19<01:06,  1.40it/s]
      42/80      0.94G     0.9398      1.602     0.6095      1.217          9        640:  82%|████████▏ | 426/519 [03:19<01:06,  1.40it/s]
      42/80      0.94G     0.9398      1.602     0.6095      1.217          9        640:  82%|████████▏ | 427/519 [03:19<00:51,  1.80it/s]
      42/80      0.94G     0.9396      1.603     0.6098      1.217          9        640:  82%|████████▏ | 427/519 [03:19<00:51,  1.80it/s]
      42/80      0.94G     0.9396      1.603     0.6098      1.217          9        640:  82%|████████▏ | 428/519 [03:19<00:40,  2.23it/s]
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      42/80      0.94G     0.9395      1.603     0.6097      1.216          9        640:  83%|████████▎ | 429/519 [03:19<00:35,  2.54it/s]
      42/80      0.94G     0.9391      1.602     0.6097      1.216         10        640:  83%|████████▎ | 429/519 [03:20<00:35,  2.54it/s]
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      42/80      0.94G     0.9387      1.601     0.6093      1.216          7        640:  83%|████████▎ | 430/519 [03:20<00:40,  2.18it/s]
      42/80      0.94G     0.9387      1.601     0.6093      1.216          7        640:  83%|████████▎ | 431/519 [03:20<00:35,  2.48it/s]
      42/80      0.94G     0.9389      1.602     0.6095      1.216         10        640:  83%|████████▎ | 431/519 [03:20<00:35,  2.48it/s]
      42/80      0.94G     0.9389      1.602     0.6095      1.216         10        640:  83%|████████▎ | 432/519 [03:20<00:31,  2.76it/s]
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      42/80      0.94G     0.9385      1.602     0.6097      1.215         11        640:  83%|████████▎ | 433/519 [03:21<00:26,  3.22it/s]
      42/80      0.94G     0.9395      1.604     0.6118      1.216         10        640:  83%|████████▎ | 433/519 [03:22<00:26,  3.22it/s]
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      42/80      0.94G     0.9395      1.604     0.6118      1.216         11        640:  84%|████████▎ | 434/519 [03:22<00:48,  1.75it/s]
      42/80      0.94G     0.9395      1.604     0.6118      1.216         11        640:  84%|████████▍ | 435/519 [03:22<00:41,  2.02it/s]
      42/80      0.94G     0.9401      1.603     0.6123      1.216          6        640:  84%|████████▍ | 435/519 [03:22<00:41,  2.02it/s]
      42/80      0.94G     0.9401      1.603     0.6123      1.216          6        640:  84%|████████▍ | 436/519 [03:22<00:34,  2.42it/s]
      42/80      0.94G     0.9404      1.602     0.6125      1.217          8        640:  84%|████████▍ | 436/519 [03:23<00:34,  2.42it/s]
      42/80      0.94G     0.9404      1.602     0.6125      1.217          8        640:  84%|████████▍ | 437/519 [03:23<00:28,  2.89it/s]
      42/80      0.94G     0.9404      1.603     0.6128      1.217          7        640:  84%|████████▍ | 437/519 [03:23<00:28,  2.89it/s]
      42/80      0.94G     0.9404      1.603     0.6128      1.217          7        640:  84%|████████▍ | 438/519 [03:23<00:42,  1.93it/s]
      42/80      0.94G     0.9403      1.602     0.6127      1.217         11        640:  84%|████████▍ | 438/519 [03:24<00:42,  1.93it/s]
      42/80      0.94G     0.9403      1.602     0.6127      1.217         11        640:  85%|████████▍ | 439/519 [03:24<00:34,  2.31it/s]
      42/80      0.94G     0.9401      1.602     0.6129      1.216          9        640:  85%|████████▍ | 439/519 [03:24<00:34,  2.31it/s]
      42/80      0.94G     0.9401      1.602     0.6129      1.216          9        640:  85%|████████▍ | 440/519 [03:24<00:29,  2.66it/s]
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      42/80      0.94G     0.9392      1.601     0.6121      1.216         10        640:  85%|████████▍ | 441/519 [03:25<00:25,  3.05it/s]
      42/80      0.94G     0.9392      1.601     0.6121      1.216         10        640:  85%|████████▌ | 442/519 [03:25<00:41,  1.86it/s]
      42/80      0.94G     0.9384        1.6     0.6119      1.215         10        640:  85%|████████▌ | 442/519 [03:25<00:41,  1.86it/s]
      42/80      0.94G     0.9384        1.6     0.6119      1.215         10        640:  85%|████████▌ | 443/519 [03:25<00:33,  2.25it/s]
      42/80      0.94G     0.9378      1.599     0.6115      1.215         11        640:  85%|████████▌ | 443/519 [03:26<00:33,  2.25it/s]
      42/80      0.94G     0.9378      1.599     0.6115      1.215         11        640:  86%|████████▌ | 444/519 [03:26<00:28,  2.67it/s]
      42/80      0.94G      0.938      1.599     0.6121      1.215         14        640:  86%|████████▌ | 444/519 [03:26<00:28,  2.67it/s]
      42/80      0.94G      0.938      1.599     0.6121      1.215         14        640:  86%|████████▌ | 445/519 [03:26<00:25,  2.95it/s]
      42/80      0.94G     0.9377      1.598     0.6119      1.215         11        640:  86%|████████▌ | 445/519 [03:27<00:25,  2.95it/s]
      42/80      0.94G     0.9377      1.598     0.6119      1.215         11        640:  86%|████████▌ | 446/519 [03:27<00:46,  1.58it/s]
      42/80      0.94G     0.9385      1.599     0.6123      1.215          9        640:  86%|████████▌ | 446/519 [03:27<00:46,  1.58it/s]
      42/80      0.94G     0.9385      1.599     0.6123      1.215          9        640:  86%|████████▌ | 447/519 [03:27<00:36,  1.95it/s]
      42/80      0.94G     0.9382      1.598     0.6122      1.215         12        640:  86%|████████▌ | 447/519 [03:28<00:36,  1.95it/s]
      42/80      0.94G     0.9382      1.598     0.6122      1.215         12        640:  86%|████████▋ | 448/519 [03:28<00:31,  2.27it/s]
      42/80      0.94G     0.9386      1.599     0.6122      1.215         11        640:  86%|████████▋ | 448/519 [03:28<00:31,  2.27it/s]
      42/80      0.94G     0.9386      1.599     0.6122      1.215         11        640:  87%|████████▋ | 449/519 [03:28<00:25,  2.70it/s]
      42/80      0.94G     0.9392      1.599     0.6122      1.215          6        640:  87%|████████▋ | 449/519 [03:29<00:25,  2.70it/s]
      42/80      0.94G     0.9392      1.599     0.6122      1.215          6        640:  87%|████████▋ | 450/519 [03:29<00:49,  1.40it/s]
      42/80      0.94G     0.9393      1.599     0.6121      1.215         10        640:  87%|████████▋ | 450/519 [03:30<00:49,  1.40it/s]
      42/80      0.94G     0.9393      1.599     0.6121      1.215         10        640:  87%|████████▋ | 451/519 [03:30<00:37,  1.81it/s]
      42/80      0.94G     0.9395        1.6     0.6123      1.215          7        640:  87%|████████▋ | 451/519 [03:30<00:37,  1.81it/s]
      42/80      0.94G     0.9395        1.6     0.6123      1.215          7        640:  87%|████████▋ | 452/519 [03:30<00:30,  2.22it/s]
      42/80      0.94G     0.9389      1.599     0.6119      1.215         13        640:  87%|████████▋ | 452/519 [03:30<00:30,  2.22it/s]
      42/80      0.94G     0.9389      1.599     0.6119      1.215         13        640:  87%|████████▋ | 453/519 [03:30<00:25,  2.58it/s]
      42/80      0.94G     0.9388      1.599     0.6119      1.215         11        640:  87%|████████▋ | 453/519 [03:31<00:25,  2.58it/s]
      42/80      0.94G     0.9388      1.599     0.6119      1.215         11        640:  87%|████████▋ | 454/519 [03:31<00:39,  1.65it/s]
      42/80      0.94G      0.939      1.598     0.6117      1.215         11        640:  87%|████████▋ | 454/519 [03:31<00:39,  1.65it/s]
      42/80      0.94G      0.939      1.598     0.6117      1.215         11        640:  88%|████████▊ | 455/519 [03:31<00:30,  2.09it/s]
      42/80      0.94G      0.939      1.599     0.6117      1.215         10        640:  88%|████████▊ | 455/519 [03:32<00:30,  2.09it/s]
      42/80      0.94G      0.939      1.599     0.6117      1.215         10        640:  88%|████████▊ | 456/519 [03:32<00:24,  2.55it/s]
      42/80      0.94G     0.9389        1.6     0.6118      1.215          8        640:  88%|████████▊ | 456/519 [03:32<00:24,  2.55it/s]
      42/80      0.94G     0.9389        1.6     0.6118      1.215          8        640:  88%|████████▊ | 457/519 [03:32<00:21,  2.93it/s]
      42/80      0.94G     0.9391        1.6     0.6118      1.215         16        640:  88%|████████▊ | 457/519 [03:33<00:21,  2.93it/s]
      42/80      0.94G     0.9391        1.6     0.6118      1.215         16        640:  88%|████████▊ | 458/519 [03:33<00:34,  1.77it/s]
      42/80      0.94G     0.9399      1.601      0.613      1.215          8        640:  88%|████████▊ | 458/519 [03:33<00:34,  1.77it/s]
      42/80      0.94G     0.9399      1.601      0.613      1.215          8        640:  88%|████████▊ | 459/519 [03:33<00:27,  2.20it/s]
      42/80      0.94G     0.9398      1.601      0.613      1.215          6        640:  88%|████████▊ | 459/519 [03:33<00:27,  2.20it/s]
      42/80      0.94G     0.9398      1.601      0.613      1.215          6        640:  89%|████████▊ | 460/519 [03:33<00:22,  2.61it/s]
      42/80      0.94G       0.94        1.6     0.6128      1.215         13        640:  89%|████████▊ | 460/519 [03:34<00:22,  2.61it/s]
      42/80      0.94G       0.94        1.6     0.6128      1.215         13        640:  89%|████████▉ | 461/519 [03:34<00:19,  2.94it/s]
      42/80      0.94G     0.9399        1.6     0.6128      1.215         11        640:  89%|████████▉ | 461/519 [03:35<00:19,  2.94it/s]
      42/80      0.94G     0.9399        1.6     0.6128      1.215         11        640:  89%|████████▉ | 462/519 [03:35<00:35,  1.61it/s]
      42/80      0.94G     0.9394      1.599     0.6128      1.215         11        640:  89%|████████▉ | 462/519 [03:35<00:35,  1.61it/s]
      42/80      0.94G     0.9394      1.599     0.6128      1.215         11        640:  89%|████████▉ | 463/519 [03:35<00:27,  2.01it/s]
      42/80      0.94G     0.9391      1.599     0.6124      1.214         13        640:  89%|████████▉ | 463/519 [03:35<00:27,  2.01it/s]
      42/80      0.94G     0.9391      1.599     0.6124      1.214         13        640:  89%|████████▉ | 464/519 [03:35<00:22,  2.42it/s]
      42/80      0.94G     0.9393      1.599     0.6126      1.215         10        640:  89%|████████▉ | 464/519 [03:35<00:22,  2.42it/s]
      42/80      0.94G     0.9393      1.599     0.6126      1.215         10        640:  90%|████████▉ | 465/519 [03:35<00:19,  2.78it/s]
      42/80      0.94G     0.9394      1.599     0.6124      1.214         11        640:  90%|████████▉ | 465/519 [03:36<00:19,  2.78it/s]
      42/80      0.94G     0.9394      1.599     0.6124      1.214         11        640:  90%|████████▉ | 466/519 [03:36<00:28,  1.84it/s]
      42/80      0.94G     0.9392        1.6     0.6122      1.214         13        640:  90%|████████▉ | 466/519 [03:37<00:28,  1.84it/s]
      42/80      0.94G     0.9392        1.6     0.6122      1.214         13        640:  90%|████████▉ | 467/519 [03:37<00:24,  2.15it/s]
      42/80      0.94G     0.9389      1.599     0.6119      1.214         10        640:  90%|████████▉ | 467/519 [03:37<00:24,  2.15it/s]
      42/80      0.94G     0.9389      1.599     0.6119      1.214         10        640:  90%|█████████ | 468/519 [03:37<00:19,  2.58it/s]
      42/80      0.94G     0.9387      1.598     0.6117      1.214          8        640:  90%|█████████ | 468/519 [03:37<00:19,  2.58it/s]
      42/80      0.94G     0.9387      1.598     0.6117      1.214          8        640:  90%|█████████ | 469/519 [03:37<00:17,  2.86it/s]
      42/80      0.94G     0.9385      1.597     0.6118      1.213          6        640:  90%|█████████ | 469/519 [03:38<00:17,  2.86it/s]
      42/80      0.94G     0.9385      1.597     0.6118      1.213          6        640:  91%|█████████ | 470/519 [03:38<00:24,  1.99it/s]
      42/80      0.94G     0.9384      1.596     0.6117      1.214         10        640:  91%|█████████ | 470/519 [03:38<00:24,  1.99it/s]
      42/80      0.94G     0.9384      1.596     0.6117      1.214         10        640:  91%|█████████ | 471/519 [03:38<00:18,  2.55it/s]
      42/80      0.94G     0.9377      1.594     0.6112      1.213          6        640:  91%|█████████ | 471/519 [03:38<00:18,  2.55it/s]
      42/80      0.94G     0.9383      1.593     0.6115      1.213         10        640:  91%|█████████ | 471/519 [03:38<00:18,  2.55it/s]
      42/80      0.94G     0.9383      1.593     0.6115      1.213         10        640:  91%|█████████ | 473/519 [03:38<00:11,  4.03it/s]
      42/80      0.94G     0.9381      1.593     0.6114      1.213          7        640:  91%|█████████ | 473/519 [03:40<00:11,  4.03it/s]
      42/80      0.94G     0.9381      1.593     0.6114      1.213          7        640:  91%|█████████▏| 474/519 [03:40<00:26,  1.69it/s]
      42/80      0.94G     0.9376      1.592     0.6111      1.213          8        640:  91%|█████████▏| 474/519 [03:40<00:26,  1.69it/s]
      42/80      0.94G     0.9376      1.592     0.6111      1.213          8        640:  92%|█████████▏| 475/519 [03:40<00:22,  1.97it/s]
      42/80      0.94G     0.9383      1.592     0.6119      1.213         10        640:  92%|█████████▏| 475/519 [03:41<00:22,  1.97it/s]
      42/80      0.94G     0.9383      1.592     0.6119      1.213         10        640:  92%|█████████▏| 476/519 [03:41<00:19,  2.23it/s]
      42/80      0.94G     0.9384      1.594     0.6121      1.214          9        640:  92%|█████████▏| 476/519 [03:41<00:19,  2.23it/s]
      42/80      0.94G     0.9384      1.594     0.6121      1.214          9        640:  92%|█████████▏| 477/519 [03:41<00:16,  2.61it/s]
      42/80      0.94G     0.9381      1.593     0.6118      1.214         13        640:  92%|█████████▏| 477/519 [03:42<00:16,  2.61it/s]
      42/80      0.94G     0.9381      1.593     0.6118      1.214         13        640:  92%|█████████▏| 478/519 [03:42<00:27,  1.49it/s]
      42/80      0.94G     0.9379      1.593     0.6117      1.213         10        640:  92%|█████████▏| 478/519 [03:42<00:27,  1.49it/s]
      42/80      0.94G     0.9379      1.593     0.6117      1.213         10        640:  92%|█████████▏| 479/519 [03:42<00:21,  1.82it/s]
      42/80      0.94G     0.9374      1.592     0.6112      1.213         10        640:  92%|█████████▏| 479/519 [03:43<00:21,  1.82it/s]
      42/80      0.94G     0.9374      1.592     0.6112      1.213         10        640:  92%|█████████▏| 480/519 [03:43<00:17,  2.17it/s]
      42/80      0.94G     0.9379      1.592     0.6124      1.213         12        640:  92%|█████████▏| 480/519 [03:43<00:17,  2.17it/s]
      42/80      0.94G     0.9379      1.592     0.6124      1.213         12        640:  93%|█████████▎| 481/519 [03:43<00:15,  2.51it/s]
      42/80      0.94G     0.9378      1.591     0.6123      1.213         11        640:  93%|█████████▎| 481/519 [03:44<00:15,  2.51it/s]
      42/80      0.94G     0.9378      1.591     0.6123      1.213         11        640:  93%|█████████▎| 482/519 [03:44<00:24,  1.50it/s]
      42/80      0.94G     0.9374      1.591     0.6122      1.213         11        640:  93%|█████████▎| 482/519 [03:44<00:24,  1.50it/s]
      42/80      0.94G     0.9374      1.591     0.6122      1.213         11        640:  93%|█████████▎| 483/519 [03:44<00:18,  1.93it/s]
      42/80      0.94G     0.9377      1.592     0.6121      1.213         12        640:  93%|█████████▎| 483/519 [03:45<00:18,  1.93it/s]
      42/80      0.94G     0.9377      1.592     0.6121      1.213         12        640:  93%|█████████▎| 484/519 [03:45<00:15,  2.24it/s]
      42/80      0.94G     0.9379      1.592     0.6123      1.213         10        640:  93%|█████████▎| 484/519 [03:45<00:15,  2.24it/s]
      42/80      0.94G     0.9379      1.592     0.6123      1.213         10        640:  93%|█████████▎| 485/519 [03:45<00:13,  2.61it/s]
      42/80      0.94G     0.9382      1.592     0.6123      1.213         11        640:  93%|█████████▎| 485/519 [03:46<00:13,  2.61it/s]
      42/80      0.94G     0.9382      1.592     0.6123      1.213         11        640:  94%|█████████▎| 486/519 [03:46<00:15,  2.10it/s]
      42/80      0.94G     0.9382      1.592     0.6124      1.213         10        640:  94%|█████████▎| 486/519 [03:46<00:15,  2.10it/s]
      42/80      0.94G     0.9382      1.592     0.6124      1.213         10        640:  94%|█████████▍| 487/519 [03:46<00:12,  2.53it/s]
      42/80      0.94G      0.938      1.592     0.6121      1.213         13        640:  94%|█████████▍| 487/519 [03:46<00:12,  2.53it/s]
      42/80      0.94G      0.938      1.592     0.6121      1.213         13        640:  94%|█████████▍| 488/519 [03:46<00:10,  2.89it/s]
      42/80      0.94G     0.9383      1.591      0.612      1.213         11        640:  94%|█████████▍| 488/519 [03:46<00:10,  2.89it/s]
      42/80      0.94G     0.9383      1.591      0.612      1.213         11        640:  94%|█████████▍| 489/519 [03:46<00:09,  3.17it/s]
      42/80      0.94G     0.9383      1.591     0.6121      1.213         12        640:  94%|█████████▍| 489/519 [03:47<00:09,  3.17it/s]
      42/80      0.94G     0.9383      1.591     0.6121      1.213         12        640:  94%|█████████▍| 490/519 [03:47<00:16,  1.77it/s]
      42/80      0.94G     0.9377       1.59     0.6116      1.213         11        640:  94%|█████████▍| 490/519 [03:48<00:16,  1.77it/s]
      42/80      0.94G     0.9377       1.59     0.6116      1.213         11        640:  95%|█████████▍| 491/519 [03:48<00:12,  2.17it/s]
      42/80      0.94G     0.9377       1.59     0.6116      1.213         15        640:  95%|█████████▍| 491/519 [03:48<00:12,  2.17it/s]
      42/80      0.94G     0.9377       1.59     0.6116      1.213         15        640:  95%|█████████▍| 492/519 [03:48<00:11,  2.45it/s]
      42/80      0.94G     0.9377      1.589     0.6117      1.213         11        640:  95%|█████████▍| 492/519 [03:48<00:11,  2.45it/s]
      42/80      0.94G     0.9377      1.589     0.6117      1.213         11        640:  95%|█████████▍| 493/519 [03:48<00:08,  2.95it/s]
      42/80      0.94G     0.9377      1.589     0.6114      1.213         12        640:  95%|█████████▍| 493/519 [03:49<00:08,  2.95it/s]
      42/80      0.94G     0.9377      1.589     0.6114      1.213         12        640:  95%|█████████▌| 494/519 [03:49<00:12,  2.06it/s]
      42/80      0.94G     0.9375      1.589     0.6113      1.212         13        640:  95%|█████████▌| 494/519 [03:49<00:12,  2.06it/s]
      42/80      0.94G     0.9375      1.589     0.6113      1.212         13        640:  95%|█████████▌| 495/519 [03:49<00:10,  2.37it/s]
      42/80      0.94G     0.9376      1.588     0.6109      1.212          8        640:  95%|█████████▌| 495/519 [03:49<00:10,  2.37it/s]
      42/80      0.94G     0.9376      1.588     0.6109      1.212          8        640:  96%|█████████▌| 496/519 [03:49<00:08,  2.73it/s]
      42/80      0.94G     0.9381      1.591     0.6113      1.213          9        640:  96%|█████████▌| 496/519 [03:50<00:08,  2.73it/s]
      42/80      0.94G     0.9381      1.591     0.6113      1.213          9        640:  96%|█████████▌| 497/519 [03:50<00:07,  2.75it/s]
      42/80      0.94G     0.9374      1.591     0.6114      1.213          8        640:  96%|█████████▌| 497/519 [03:51<00:07,  2.75it/s]
      42/80      0.94G     0.9374      1.591     0.6114      1.213          8        640:  96%|█████████▌| 498/519 [03:51<00:10,  2.05it/s]
      42/80      0.94G     0.9378      1.591     0.6113      1.213          6        640:  96%|█████████▌| 498/519 [03:51<00:10,  2.05it/s]
      42/80      0.94G     0.9378      1.591     0.6113      1.213          6        640:  96%|█████████▌| 499/519 [03:51<00:08,  2.49it/s]
      42/80      0.94G     0.9378      1.592     0.6114      1.213         14        640:  96%|█████████▌| 499/519 [03:51<00:08,  2.49it/s]
      42/80      0.94G     0.9378      1.592     0.6114      1.213         14        640:  96%|█████████▋| 500/519 [03:51<00:06,  2.89it/s]
      42/80      0.94G     0.9377      1.593     0.6111      1.213         11        640:  96%|█████████▋| 500/519 [03:52<00:06,  2.89it/s]
      42/80      0.94G     0.9377      1.593     0.6111      1.213         11        640:  97%|█████████▋| 501/519 [03:52<00:09,  1.95it/s]
      42/80      0.94G     0.9374      1.592     0.6106      1.213         11        640:  97%|█████████▋| 501/519 [03:52<00:09,  1.95it/s]
      42/80      0.94G     0.9374      1.592     0.6106      1.213         11        640:  97%|█████████▋| 502/519 [03:52<00:06,  2.44it/s]
      42/80      0.94G     0.9367      1.594     0.6105      1.213         11        640:  97%|█████████▋| 502/519 [03:52<00:06,  2.44it/s]
      42/80      0.94G     0.9367      1.594     0.6105      1.213         11        640:  97%|█████████▋| 503/519 [03:52<00:05,  2.70it/s]
      42/80      0.94G     0.9364      1.593     0.6101      1.213          8        640:  97%|█████████▋| 503/519 [03:53<00:05,  2.70it/s]
      42/80      0.94G     0.9364      1.593     0.6101      1.213          8        640:  97%|█████████▋| 504/519 [03:53<00:04,  3.02it/s]
      42/80      0.94G     0.9368      1.593     0.6107      1.213          8        640:  97%|█████████▋| 504/519 [03:53<00:04,  3.02it/s]
      42/80      0.94G     0.9368      1.593     0.6107      1.213          8        640:  97%|█████████▋| 505/519 [03:53<00:07,  1.99it/s]
      42/80      0.94G     0.9371      1.594     0.6112      1.213         13        640:  97%|█████████▋| 505/519 [03:54<00:07,  1.99it/s]
      42/80      0.94G     0.9371      1.594     0.6112      1.213         13        640:  97%|█████████▋| 506/519 [03:54<00:07,  1.75it/s]
      42/80      0.94G     0.9367      1.594     0.6112      1.213          8        640:  97%|█████████▋| 506/519 [03:54<00:07,  1.75it/s]
      42/80      0.94G     0.9367      1.594     0.6112      1.213          8        640:  98%|█████████▊| 507/519 [03:54<00:05,  2.09it/s]
      42/80      0.94G     0.9363      1.593     0.6108      1.213         12        640:  98%|█████████▊| 507/519 [03:55<00:05,  2.09it/s]
      42/80      0.94G     0.9363      1.593     0.6108      1.213         12        640:  98%|█████████▊| 508/519 [03:55<00:04,  2.53it/s]
      42/80      0.94G      0.936      1.593     0.6108      1.212         14        640:  98%|█████████▊| 508/519 [03:55<00:04,  2.53it/s]
      42/80      0.94G      0.936      1.593     0.6108      1.212         14        640:  98%|█████████▊| 509/519 [03:55<00:03,  2.87it/s]
      42/80      0.94G     0.9355      1.592     0.6104      1.212         10        640:  98%|█████████▊| 509/519 [03:56<00:03,  2.87it/s]
      42/80      0.94G     0.9355      1.592     0.6104      1.212         10        640:  98%|█████████▊| 510/519 [03:56<00:04,  1.91it/s]
      42/80      0.94G     0.9358      1.593     0.6107      1.213         10        640:  98%|█████████▊| 510/519 [03:56<00:04,  1.91it/s]
      42/80      0.94G     0.9358      1.593     0.6107      1.213         10        640:  98%|█████████▊| 511/519 [03:56<00:03,  2.27it/s]
      42/80      0.94G     0.9362      1.593     0.6113      1.213          7        640:  98%|█████████▊| 511/519 [03:56<00:03,  2.27it/s]
      42/80      0.94G     0.9362      1.593     0.6113      1.213          7        640:  99%|█████████▊| 512/519 [03:56<00:02,  2.61it/s]
      42/80      0.94G     0.9357      1.593     0.6109      1.213          8        640:  99%|█████████▊| 512/519 [03:57<00:02,  2.61it/s]
      42/80      0.94G     0.9357      1.593     0.6109      1.213          8        640:  99%|█████████▉| 513/519 [03:57<00:02,  2.89it/s]
      42/80      0.94G     0.9356      1.593     0.6112      1.213         11        640:  99%|█████████▉| 513/519 [03:57<00:02,  2.89it/s]
      42/80      0.94G     0.9356      1.593     0.6112      1.213         11        640:  99%|█████████▉| 514/519 [03:57<00:02,  2.37it/s]
      42/80      0.94G     0.9349      1.593     0.6117      1.212          7        640:  99%|█████████▉| 514/519 [03:57<00:02,  2.37it/s]
      42/80      0.94G     0.9349      1.593     0.6117      1.212          7        640:  99%|█████████▉| 515/519 [03:57<00:01,  2.88it/s]
      42/80      0.94G      0.935      1.594     0.6121      1.213          5        640:  99%|█████████▉| 515/519 [03:58<00:01,  2.88it/s]
      42/80      0.94G      0.935      1.594     0.6121      1.213          5        640:  99%|█████████▉| 516/519 [03:58<00:00,  3.48it/s]
      42/80      0.94G     0.9349      1.593      0.612      1.213          8        640:  99%|█████████▉| 516/519 [03:58<00:00,  3.48it/s]
      42/80      0.94G     0.9349      1.593      0.612      1.213          8        640: 100%|█████████▉| 517/519 [03:58<00:00,  3.53it/s]
      42/80      0.94G     0.9353      1.594     0.6121      1.213         13        640: 100%|█████████▉| 517/519 [03:58<00:00,  3.53it/s]
      42/80      0.94G     0.9353      1.594     0.6121      1.213         13        640: 100%|█████████▉| 518/519 [03:58<00:00,  3.41it/s]
      42/80      0.94G     0.9351      1.594     0.6124      1.213         10        640: 100%|█████████▉| 518/519 [03:58<00:00,  3.41it/s]
      42/80      0.94G     0.9351      1.594     0.6124      1.213         10        640: 100%|██████████| 519/519 [03:58<00:00,  2.17it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<07:01,  6.59s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<03:03,  2.91s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:47,  1.73s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:13,  1.20s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<00:56,  1.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:45,  1.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:40,  1.43it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:38,  1.49it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:32,  1.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:27,  1.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:26,  2.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:24,  2.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:26,  1.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:24,  2.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:24,  1.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:25,  1.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:23,  1.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:24,  1.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:24,  1.84it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:25,  1.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:21,  1.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:18<00:18,  2.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.56it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:19<00:05,  6.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:05,  6.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:20<00:03,  7.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:03,  6.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.43it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:21<00:03,  6.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  6.27it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.31it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.47it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.59it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  7.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:22<00:01,  8.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:00,  9.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:23<00:00,  9.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.77it/s]
+                   all        519        519      0.959      0.944      0.984      0.746      0.957      0.942      0.982       0.72
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
      43/80      0.94G       1.25      2.606      1.251      1.649          9        640:   0%|          | 0/519 [00:02<?, ?it/s]
      43/80      0.94G       1.25      2.606      1.251      1.649          9        640:   0%|          | 1/519 [00:02<25:20,  2.93s/it]
      43/80      0.94G      1.108      2.355     0.9743      1.435          9        640:   0%|          | 1/519 [00:03<25:20,  2.93s/it]
      43/80      0.94G      1.108      2.355     0.9743      1.435          9        640:   0%|          | 2/519 [00:03<12:44,  1.48s/it]
      43/80      0.94G      1.035      1.918      0.814      1.353          6        640:   0%|          | 2/519 [00:03<12:44,  1.48s/it]
      43/80      0.94G      1.035      1.918      0.814      1.353          6        640:   1%|          | 3/519 [00:03<07:55,  1.08it/s]
      43/80      0.94G     0.9745       1.84     0.7906      1.281         12        640:   1%|          | 3/519 [00:03<07:55,  1.08it/s]
      43/80      0.94G     0.9745       1.84     0.7906      1.281         12        640:   1%|          | 4/519 [00:03<05:26,  1.58it/s]
      43/80      0.94G      1.129      2.049     0.8746      1.456          5        640:   1%|          | 4/519 [00:04<05:26,  1.58it/s]
      43/80      0.94G      1.129      2.049     0.8746      1.456          5        640:   1%|          | 5/519 [00:04<05:42,  1.50it/s]
      43/80      0.94G      1.164      2.104      0.882      1.451         10        640:   1%|          | 5/519 [00:05<05:42,  1.50it/s]
      43/80      0.94G      1.164      2.104      0.882      1.451         10        640:   1%|          | 6/519 [00:05<05:19,  1.60it/s]
      43/80      0.94G      1.116      2.034      0.828      1.401         12        640:   1%|          | 6/519 [00:05<05:19,  1.60it/s]
      43/80      0.94G      1.116      2.034      0.828      1.401         12        640:   1%|▏         | 7/519 [00:05<04:30,  1.89it/s]
      43/80      0.94G      1.076      1.954     0.8158      1.383         11        640:   1%|▏         | 7/519 [00:05<04:30,  1.89it/s]
      43/80      0.94G      1.076      1.954     0.8158      1.383         11        640:   2%|▏         | 8/519 [00:05<03:48,  2.24it/s]
      43/80      0.94G      1.052      1.956     0.7886      1.355         10        640:   2%|▏         | 8/519 [00:06<03:48,  2.24it/s]
      43/80      0.94G      1.052      1.956     0.7886      1.355         10        640:   2%|▏         | 9/519 [00:06<04:11,  2.03it/s]
      43/80      0.94G      1.035      1.915     0.7599      1.356         10        640:   2%|▏         | 9/519 [00:06<04:11,  2.03it/s]
      43/80      0.94G      1.035      1.915     0.7599      1.356         10        640:   2%|▏         | 10/519 [00:06<03:30,  2.41it/s]
      43/80      0.94G      1.021      1.844      0.733      1.371          7        640:   2%|▏         | 10/519 [00:06<03:30,  2.41it/s]
      43/80      0.94G      1.021      1.844      0.733      1.371          7        640:   2%|▏         | 11/519 [00:06<03:07,  2.71it/s]
      43/80      0.94G      1.018      1.826     0.7281      1.359          9        640:   2%|▏         | 11/519 [00:07<03:07,  2.71it/s]
      43/80      0.94G      1.018      1.826     0.7281      1.359          9        640:   2%|▏         | 12/519 [00:07<02:42,  3.12it/s]
      43/80      0.94G      1.016      1.824     0.7293      1.341          9        640:   2%|▏         | 12/519 [00:08<02:42,  3.12it/s]
      43/80      0.94G      1.016      1.824     0.7293      1.341          9        640:   3%|▎         | 13/519 [00:08<05:39,  1.49it/s]
      43/80      0.94G       1.01      1.816     0.7294      1.331         10        640:   3%|▎         | 13/519 [00:08<05:39,  1.49it/s]
      43/80      0.94G       1.01      1.816     0.7294      1.331         10        640:   3%|▎         | 14/519 [00:08<04:31,  1.86it/s]
      43/80      0.94G      1.005      1.803     0.7264      1.323         11        640:   3%|▎         | 14/519 [00:09<04:31,  1.86it/s]
      43/80      0.94G      1.005      1.803     0.7264      1.323         11        640:   3%|▎         | 15/519 [00:09<03:51,  2.18it/s]
      43/80      0.94G      1.015      1.814     0.7456      1.321         11        640:   3%|▎         | 15/519 [00:09<03:51,  2.18it/s]
      43/80      0.94G      1.015      1.814     0.7456      1.321         11        640:   3%|▎         | 16/519 [00:09<03:09,  2.65it/s]
      43/80      0.94G      1.006      1.819     0.7393      1.312          9        640:   3%|▎         | 16/519 [00:10<03:09,  2.65it/s]
      43/80      0.94G      1.006      1.819     0.7393      1.312          9        640:   3%|▎         | 17/519 [00:10<05:50,  1.43it/s]
      43/80      0.94G     0.9885      1.787     0.7278      1.299          9        640:   3%|▎         | 17/519 [00:10<05:50,  1.43it/s]
      43/80      0.94G     0.9885      1.787     0.7278      1.299          9        640:   3%|▎         | 18/519 [00:10<04:39,  1.79it/s]
      43/80      0.94G     0.9688      1.754     0.7072      1.289          7        640:   3%|▎         | 18/519 [00:11<04:39,  1.79it/s]
      43/80      0.94G     0.9688      1.754     0.7072      1.289          7        640:   4%|▎         | 19/519 [00:11<03:49,  2.18it/s]
      43/80      0.94G     0.9772      1.755     0.7098      1.291         15        640:   4%|▎         | 19/519 [00:11<03:49,  2.18it/s]
      43/80      0.94G     0.9772      1.755     0.7098      1.291         15        640:   4%|▍         | 20/519 [00:11<03:13,  2.58it/s]
      43/80      0.94G     0.9817      1.745      0.716      1.297          9        640:   4%|▍         | 20/519 [00:12<03:13,  2.58it/s]
      43/80      0.94G     0.9817      1.745      0.716      1.297          9        640:   4%|▍         | 21/519 [00:12<04:56,  1.68it/s]
      43/80      0.94G     0.9745      1.736     0.7127      1.297          8        640:   4%|▍         | 21/519 [00:12<04:56,  1.68it/s]
      43/80      0.94G     0.9745      1.736     0.7127      1.297          8        640:   4%|▍         | 22/519 [00:12<03:57,  2.09it/s]
      43/80      0.94G     0.9732      1.733     0.7146      1.293          8        640:   4%|▍         | 22/519 [00:12<03:57,  2.09it/s]
      43/80      0.94G     0.9732      1.733     0.7146      1.293          8        640:   4%|▍         | 23/519 [00:12<03:31,  2.35it/s]
      43/80      0.94G     0.9705      1.715     0.7083      1.291         10        640:   4%|▍         | 23/519 [00:13<03:31,  2.35it/s]
      43/80      0.94G     0.9705      1.715     0.7083      1.291         10        640:   5%|▍         | 24/519 [00:13<03:04,  2.68it/s]
      43/80      0.94G     0.9712      1.706     0.7017      1.288         16        640:   5%|▍         | 24/519 [00:14<03:04,  2.68it/s]
      43/80      0.94G     0.9712      1.706     0.7017      1.288         16        640:   5%|▍         | 25/519 [00:14<04:42,  1.75it/s]
      43/80      0.94G     0.9709      1.701     0.6958      1.292          8        640:   5%|▍         | 25/519 [00:14<04:42,  1.75it/s]
      43/80      0.94G     0.9709      1.701     0.6958      1.292          8        640:   5%|▌         | 26/519 [00:14<03:56,  2.08it/s]
      43/80      0.94G     0.9605      1.672     0.6834      1.284         10        640:   5%|▌         | 26/519 [00:14<03:56,  2.08it/s]
      43/80      0.94G     0.9605      1.672     0.6834      1.284         10        640:   5%|▌         | 27/519 [00:14<03:15,  2.52it/s]
      43/80      0.94G     0.9504      1.653     0.6757      1.277          8        640:   5%|▌         | 27/519 [00:14<03:15,  2.52it/s]
      43/80      0.94G     0.9504      1.653     0.6757      1.277          8        640:   5%|▌         | 28/519 [00:14<02:57,  2.77it/s]
      43/80      0.94G     0.9514      1.643     0.6719      1.272          9        640:   5%|▌         | 28/519 [00:15<02:57,  2.77it/s]
      43/80      0.94G     0.9514      1.643     0.6719      1.272          9        640:   6%|▌         | 29/519 [00:15<03:42,  2.20it/s]
      43/80      0.94G     0.9481      1.646     0.6687      1.266         13        640:   6%|▌         | 29/519 [00:15<03:42,  2.20it/s]
      43/80      0.94G     0.9481      1.646     0.6687      1.266         13        640:   6%|▌         | 30/519 [00:15<03:11,  2.55it/s]
      43/80      0.94G     0.9568      1.648     0.6745      1.268         11        640:   6%|▌         | 30/519 [00:16<03:11,  2.55it/s]
      43/80      0.94G     0.9568      1.648     0.6745      1.268         11        640:   6%|▌         | 31/519 [00:16<02:47,  2.91it/s]
      43/80      0.94G     0.9685      1.639      0.677      1.275         12        640:   6%|▌         | 31/519 [00:16<02:47,  2.91it/s]
      43/80      0.94G     0.9685      1.639      0.677      1.275         12        640:   6%|▌         | 32/519 [00:16<03:25,  2.37it/s]
      43/80      0.94G      0.972      1.648     0.6766      1.272          8        640:   6%|▌         | 32/519 [00:17<03:25,  2.37it/s]
      43/80      0.94G      0.972      1.648     0.6766      1.272          8        640:   6%|▋         | 33/519 [00:17<04:48,  1.68it/s]
      43/80      0.94G      0.961      1.636     0.6698      1.272          6        640:   6%|▋         | 33/519 [00:17<04:48,  1.68it/s]
      43/80      0.94G      0.961      1.636     0.6698      1.272          6        640:   7%|▋         | 34/519 [00:17<04:04,  1.98it/s]
      43/80      0.94G     0.9563      1.632     0.6623      1.266          9        640:   7%|▋         | 34/519 [00:18<04:04,  1.98it/s]
      43/80      0.94G     0.9563      1.632     0.6623      1.266          9        640:   7%|▋         | 35/519 [00:18<03:38,  2.21it/s]
      43/80      0.94G     0.9588      1.627     0.6624      1.268         12        640:   7%|▋         | 35/519 [00:18<03:38,  2.21it/s]
      43/80      0.94G     0.9588      1.627     0.6624      1.268         12        640:   7%|▋         | 36/519 [00:18<03:03,  2.64it/s]
      43/80      0.94G     0.9634      1.649     0.6644      1.271         11        640:   7%|▋         | 36/519 [00:19<03:03,  2.64it/s]
      43/80      0.94G     0.9634      1.649     0.6644      1.271         11        640:   7%|▋         | 37/519 [00:19<05:14,  1.53it/s]
      43/80      0.94G     0.9615      1.655     0.6621      1.266         10        640:   7%|▋         | 37/519 [00:20<05:14,  1.53it/s]
      43/80      0.94G     0.9615      1.655     0.6621      1.266         10        640:   7%|▋         | 38/519 [00:20<04:10,  1.92it/s]
      43/80      0.94G     0.9668       1.66     0.6642      1.271          6        640:   7%|▋         | 38/519 [00:20<04:10,  1.92it/s]
      43/80      0.94G     0.9668       1.66     0.6642      1.271          6        640:   8%|▊         | 39/519 [00:20<04:52,  1.64it/s]
      43/80      0.94G     0.9662      1.651     0.6621      1.266          6        640:   8%|▊         | 39/519 [00:21<04:52,  1.64it/s]
      43/80      0.94G     0.9662      1.651     0.6621      1.266          6        640:   8%|▊         | 40/519 [00:21<03:57,  2.02it/s]
      43/80      0.94G     0.9637      1.649     0.6589      1.263          9        640:   8%|▊         | 40/519 [00:21<03:57,  2.02it/s]
      43/80      0.94G     0.9637      1.649     0.6589      1.263          9        640:   8%|▊         | 41/519 [00:21<04:57,  1.61it/s]
      43/80      0.94G     0.9666      1.673     0.6623      1.274          7        640:   8%|▊         | 41/519 [00:22<04:57,  1.61it/s]
      43/80      0.94G     0.9666      1.673     0.6623      1.274          7        640:   8%|▊         | 42/519 [00:22<03:58,  2.00it/s]
      43/80      0.94G     0.9592      1.662     0.6592      1.272         10        640:   8%|▊         | 42/519 [00:22<03:58,  2.00it/s]
      43/80      0.94G     0.9592      1.662     0.6592      1.272         10        640:   8%|▊         | 43/519 [00:22<04:14,  1.87it/s]
      43/80      0.94G       0.96      1.669     0.6649      1.273          7        640:   8%|▊         | 43/519 [00:23<04:14,  1.87it/s]
      43/80      0.94G       0.96      1.669     0.6649      1.273          7        640:   8%|▊         | 44/519 [00:23<03:29,  2.26it/s]
      43/80      0.94G     0.9596       1.66     0.6608      1.271         12        640:   8%|▊         | 44/519 [00:23<03:29,  2.26it/s]
      43/80      0.94G     0.9596       1.66     0.6608      1.271         12        640:   9%|▊         | 45/519 [00:23<04:15,  1.86it/s]
      43/80      0.94G     0.9539      1.659     0.6589       1.27          4        640:   9%|▊         | 45/519 [00:24<04:15,  1.86it/s]
      43/80      0.94G     0.9539      1.659     0.6589       1.27          4        640:   9%|▉         | 46/519 [00:24<03:36,  2.19it/s]
      43/80      0.94G     0.9564      1.667     0.6588      1.271          9        640:   9%|▉         | 46/519 [00:24<03:36,  2.19it/s]
      43/80      0.94G     0.9564      1.667     0.6588      1.271          9        640:   9%|▉         | 47/519 [00:24<03:39,  2.15it/s]
      43/80      0.94G     0.9515      1.661     0.6582      1.267         11        640:   9%|▉         | 47/519 [00:24<03:39,  2.15it/s]
      43/80      0.94G     0.9515      1.661     0.6582      1.267         11        640:   9%|▉         | 48/519 [00:24<03:06,  2.53it/s]
      43/80      0.94G     0.9537      1.663     0.6592      1.268         11        640:   9%|▉         | 48/519 [00:25<03:06,  2.53it/s]
      43/80      0.94G     0.9537      1.663     0.6592      1.268         11        640:   9%|▉         | 49/519 [00:25<03:52,  2.02it/s]
      43/80      0.94G     0.9551      1.674     0.6608      1.265         12        640:   9%|▉         | 49/519 [00:25<03:52,  2.02it/s]
      43/80      0.94G     0.9551      1.674     0.6608      1.265         12        640:  10%|▉         | 50/519 [00:25<03:15,  2.40it/s]
      43/80      0.94G     0.9627      1.681     0.6636      1.271          9        640:  10%|▉         | 50/519 [00:26<03:15,  2.40it/s]
      43/80      0.94G     0.9627      1.681     0.6636      1.271          9        640:  10%|▉         | 51/519 [00:26<03:17,  2.36it/s]
      43/80      0.94G     0.9552       1.67     0.6595      1.266          8        640:  10%|▉         | 51/519 [00:26<03:17,  2.36it/s]
      43/80      0.94G     0.9552       1.67     0.6595      1.266          8        640:  10%|█         | 52/519 [00:26<02:46,  2.81it/s]
      43/80      0.94G     0.9481      1.661     0.6558      1.261         12        640:  10%|█         | 52/519 [00:27<02:46,  2.81it/s]
      43/80      0.94G     0.9481      1.661     0.6558      1.261         12        640:  10%|█         | 53/519 [00:27<03:29,  2.23it/s]
      43/80      0.94G     0.9461      1.658     0.6546      1.259         13        640:  10%|█         | 53/519 [00:27<03:29,  2.23it/s]
      43/80      0.94G     0.9461      1.658     0.6546      1.259         13        640:  10%|█         | 54/519 [00:27<04:07,  1.88it/s]
      43/80      0.94G     0.9423      1.653     0.6509      1.256         14        640:  10%|█         | 54/519 [00:28<04:07,  1.88it/s]
      43/80      0.94G     0.9423      1.653     0.6509      1.256         14        640:  11%|█         | 55/519 [00:28<04:01,  1.92it/s]
      43/80      0.94G     0.9432      1.656       0.65      1.255          6        640:  11%|█         | 55/519 [00:28<04:01,  1.92it/s]
      43/80      0.94G     0.9432      1.656       0.65      1.255          6        640:  11%|█         | 56/519 [00:28<03:20,  2.31it/s]
      43/80      0.94G     0.9442      1.654     0.6495      1.257          9        640:  11%|█         | 56/519 [00:28<03:20,  2.31it/s]
      43/80      0.94G     0.9442      1.654     0.6495      1.257          9        640:  11%|█         | 57/519 [00:28<02:50,  2.71it/s]
      43/80      0.94G     0.9393      1.648     0.6492      1.252          8        640:  11%|█         | 57/519 [00:30<02:50,  2.71it/s]
      43/80      0.94G     0.9393      1.648     0.6492      1.252          8        640:  11%|█         | 58/519 [00:30<05:01,  1.53it/s]
      43/80      0.94G     0.9422      1.646       0.65      1.252         13        640:  11%|█         | 58/519 [00:30<05:01,  1.53it/s]
      43/80      0.94G     0.9422      1.646       0.65      1.252         13        640:  11%|█▏        | 59/519 [00:30<04:02,  1.90it/s]
      43/80      0.94G     0.9419      1.647     0.6468       1.25         11        640:  11%|█▏        | 59/519 [00:30<04:02,  1.90it/s]
      43/80      0.94G     0.9419      1.647     0.6468       1.25         11        640:  12%|█▏        | 60/519 [00:30<03:26,  2.22it/s]
      43/80      0.94G     0.9394      1.637     0.6482      1.247         12        640:  12%|█▏        | 60/519 [00:30<03:26,  2.22it/s]
      43/80      0.94G     0.9394      1.637     0.6482      1.247         12        640:  12%|█▏        | 61/519 [00:30<02:54,  2.62it/s]
      43/80      0.94G     0.9369      1.643     0.6459      1.246         12        640:  12%|█▏        | 61/519 [00:32<02:54,  2.62it/s]
      43/80      0.94G     0.9369      1.643     0.6459      1.246         12        640:  12%|█▏        | 62/519 [00:32<04:53,  1.55it/s]
      43/80      0.94G     0.9392      1.648     0.6441      1.247         11        640:  12%|█▏        | 62/519 [00:32<04:53,  1.55it/s]
      43/80      0.94G     0.9392      1.648     0.6441      1.247         11        640:  12%|█▏        | 63/519 [00:32<03:53,  1.95it/s]
      43/80      0.94G     0.9424      1.654     0.6435      1.248         10        640:  12%|█▏        | 63/519 [00:32<03:53,  1.95it/s]
      43/80      0.94G     0.9424      1.654     0.6435      1.248         10        640:  12%|█▏        | 64/519 [00:32<03:18,  2.29it/s]
      43/80      0.94G     0.9452      1.672     0.6458      1.247         10        640:  12%|█▏        | 64/519 [00:32<03:18,  2.29it/s]
      43/80      0.94G     0.9452      1.672     0.6458      1.247         10        640:  13%|█▎        | 65/519 [00:32<02:42,  2.80it/s]
      43/80      0.94G     0.9494      1.673     0.6465      1.252         10        640:  13%|█▎        | 65/519 [00:33<02:42,  2.80it/s]
      43/80      0.94G     0.9494      1.673     0.6465      1.252         10        640:  13%|█▎        | 66/519 [00:33<04:48,  1.57it/s]
      43/80      0.94G     0.9486      1.665     0.6439      1.251         10        640:  13%|█▎        | 66/519 [00:34<04:48,  1.57it/s]
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      43/80      0.94G      0.945      1.658     0.6394      1.247          7        640:  13%|█▎        | 67/519 [00:34<03:48,  1.98it/s]
      43/80      0.94G      0.945      1.658     0.6394      1.247          7        640:  13%|█▎        | 68/519 [00:34<03:15,  2.31it/s]
      43/80      0.94G     0.9449      1.666     0.6474      1.247          8        640:  13%|█▎        | 68/519 [00:34<03:15,  2.31it/s]
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      43/80      0.94G     0.9423      1.663     0.6449      1.244         13        640:  13%|█▎        | 69/519 [00:36<03:06,  2.42it/s]
      43/80      0.94G     0.9423      1.663     0.6449      1.244         13        640:  13%|█▎        | 70/519 [00:36<05:28,  1.37it/s]
      43/80      0.94G     0.9395      1.678     0.6438      1.241         10        640:  13%|█▎        | 70/519 [00:36<05:28,  1.37it/s]
      43/80      0.94G     0.9395      1.678     0.6438      1.241         10        640:  14%|█▎        | 71/519 [00:36<04:24,  1.69it/s]
      43/80      0.94G     0.9419      1.679     0.6452      1.242         13        640:  14%|█▎        | 71/519 [00:36<04:24,  1.69it/s]
      43/80      0.94G     0.9419      1.679     0.6452      1.242         13        640:  14%|█▍        | 72/519 [00:36<03:43,  2.00it/s]
      43/80      0.94G     0.9406       1.67     0.6429       1.24          9        640:  14%|█▍        | 72/519 [00:37<03:43,  2.00it/s]
      43/80      0.94G     0.9406       1.67     0.6429       1.24          9        640:  14%|█▍        | 73/519 [00:37<03:05,  2.40it/s]
      43/80      0.94G     0.9392      1.668     0.6433      1.239         14        640:  14%|█▍        | 73/519 [00:38<03:05,  2.40it/s]
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      43/80      0.94G      0.937      1.666     0.6413      1.236         16        640:  14%|█▍        | 74/519 [00:38<05:38,  1.31it/s]
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      43/80      0.94G     0.9372      1.667     0.6401      1.235          9        640:  14%|█▍        | 75/519 [00:39<04:25,  1.67it/s]
      43/80      0.94G     0.9372      1.667     0.6401      1.235          9        640:  15%|█▍        | 76/519 [00:39<03:35,  2.06it/s]
      43/80      0.94G     0.9383      1.666     0.6466      1.238          5        640:  15%|█▍        | 76/519 [00:39<03:35,  2.06it/s]
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      43/80      0.94G     0.9333       1.62     0.6348      1.221          7        640:  34%|███▍      | 177/519 [01:24<01:59,  2.85it/s]
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      43/80      0.94G     0.9307      1.614     0.6337      1.221          6        640:  35%|███▌      | 182/519 [01:27<03:51,  1.46it/s]
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      43/80      0.94G     0.9358      1.613     0.6356      1.225         12        640:  36%|███▌      | 188/519 [01:29<02:19,  2.37it/s]
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      43/80      0.94G     0.9363       1.61     0.6345      1.224         12        640:  37%|███▋      | 190/519 [01:30<02:37,  2.09it/s]
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      43/80      0.94G     0.9394      1.618     0.6364      1.226         14        640:  38%|███▊      | 195/519 [01:32<02:47,  1.93it/s]
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      43/80      0.94G     0.9418       1.62      0.638      1.226         11        640:  38%|███▊      | 196/519 [01:33<02:16,  2.36it/s]
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      43/80      0.94G     0.9416      1.619     0.6368      1.225         14        640:  38%|███▊      | 197/519 [01:34<02:00,  2.68it/s]
      43/80      0.94G     0.9416      1.619     0.6368      1.225         14        640:  38%|███▊      | 198/519 [01:34<03:19,  1.61it/s]
      43/80      0.94G     0.9424       1.62     0.6379      1.225         14        640:  38%|███▊      | 198/519 [01:34<03:19,  1.61it/s]
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      43/80      0.94G     0.9414      1.617     0.6369      1.224         12        640:  38%|███▊      | 199/519 [01:34<02:49,  1.89it/s]
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      43/80      0.94G     0.9411      1.615      0.636      1.224          8        640:  39%|███▊      | 201/519 [01:36<01:58,  2.68it/s]
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      43/80      0.94G     0.9412      1.614     0.6356      1.223         14        640:  39%|███▉      | 202/519 [01:36<03:29,  1.51it/s]
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      43/80      0.94G     0.9412      1.612     0.6355      1.224          7        640:  39%|███▉      | 203/519 [01:36<02:47,  1.89it/s]
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      43/80      0.94G      0.937      1.595     0.6266      1.213          9        640:  52%|█████▏    | 269/519 [02:06<01:33,  2.67it/s]
      43/80      0.94G     0.9369      1.595     0.6263      1.213         11        640:  52%|█████▏    | 269/519 [02:08<01:33,  2.67it/s]
      43/80      0.94G     0.9369      1.595     0.6263      1.213         11        640:  52%|█████▏    | 270/519 [02:08<02:36,  1.59it/s]
      43/80      0.94G     0.9365      1.595     0.6257      1.213         11        640:  52%|█████▏    | 270/519 [02:08<02:36,  1.59it/s]
      43/80      0.94G     0.9365      1.595     0.6257      1.213         11        640:  52%|█████▏    | 271/519 [02:08<02:02,  2.02it/s]
      43/80      0.94G     0.9363      1.594     0.6253      1.213         10        640:  52%|█████▏    | 271/519 [02:08<02:02,  2.02it/s]
      43/80      0.94G     0.9363      1.594     0.6253      1.213         10        640:  52%|█████▏    | 272/519 [02:08<01:40,  2.46it/s]
      43/80      0.94G     0.9354      1.594     0.6251      1.213          9        640:  52%|█████▏    | 272/519 [02:08<01:40,  2.46it/s]
      43/80      0.94G     0.9354      1.594     0.6251      1.213          9        640:  53%|█████▎    | 273/519 [02:08<01:27,  2.81it/s]
      43/80      0.94G     0.9357      1.593     0.6248      1.212         11        640:  53%|█████▎    | 273/519 [02:09<01:27,  2.81it/s]
      43/80      0.94G     0.9357      1.593     0.6248      1.212         11        640:  53%|█████▎    | 274/519 [02:09<02:17,  1.78it/s]
      43/80      0.94G     0.9352      1.592     0.6244      1.212         12        640:  53%|█████▎    | 274/519 [02:09<02:17,  1.78it/s]
      43/80      0.94G     0.9352      1.592     0.6244      1.212         12        640:  53%|█████▎    | 275/519 [02:09<01:49,  2.22it/s]
      43/80      0.94G      0.936      1.592     0.6243      1.212         12        640:  53%|█████▎    | 275/519 [02:10<01:49,  2.22it/s]
      43/80      0.94G      0.936      1.592     0.6243      1.212         12        640:  53%|█████▎    | 276/519 [02:10<01:29,  2.71it/s]
      43/80      0.94G     0.9359      1.592     0.6244      1.212         11        640:  53%|█████▎    | 276/519 [02:10<01:29,  2.71it/s]
      43/80      0.94G     0.9359      1.592     0.6244      1.212         11        640:  53%|█████▎    | 277/519 [02:10<01:20,  3.01it/s]
      43/80      0.94G     0.9368      1.595     0.6257      1.212         12        640:  53%|█████▎    | 277/519 [02:11<01:20,  3.01it/s]
      43/80      0.94G     0.9368      1.595     0.6257      1.212         12        640:  54%|█████▎    | 278/519 [02:11<01:51,  2.17it/s]
      43/80      0.94G     0.9366      1.594     0.6253      1.211         12        640:  54%|█████▎    | 278/519 [02:11<01:51,  2.17it/s]
      43/80      0.94G     0.9366      1.594     0.6253      1.211         12        640:  54%|█████▍    | 279/519 [02:11<01:42,  2.35it/s]
      43/80      0.94G      0.936      1.593     0.6253      1.211         12        640:  54%|█████▍    | 279/519 [02:11<01:42,  2.35it/s]
      43/80      0.94G      0.936      1.593     0.6253      1.211         12        640:  54%|█████▍    | 280/519 [02:11<01:29,  2.67it/s]
      43/80      0.94G     0.9373      1.596     0.6255      1.212         11        640:  54%|█████▍    | 280/519 [02:11<01:29,  2.67it/s]
      43/80      0.94G     0.9373      1.596     0.6255      1.212         11        640:  54%|█████▍    | 281/519 [02:11<01:16,  3.10it/s]
      43/80      0.94G     0.9363      1.594     0.6249      1.211         11        640:  54%|█████▍    | 281/519 [02:12<01:16,  3.10it/s]
      43/80      0.94G     0.9363      1.594     0.6249      1.211         11        640:  54%|█████▍    | 282/519 [02:12<01:51,  2.13it/s]
      43/80      0.94G     0.9359      1.594     0.6246      1.211         12        640:  54%|█████▍    | 282/519 [02:13<01:51,  2.13it/s]
      43/80      0.94G     0.9359      1.594     0.6246      1.211         12        640:  55%|█████▍    | 283/519 [02:13<01:34,  2.50it/s]
      43/80      0.94G      0.936      1.594     0.6243      1.211          9        640:  55%|█████▍    | 283/519 [02:13<01:34,  2.50it/s]
      43/80      0.94G      0.936      1.594     0.6243      1.211          9        640:  55%|█████▍    | 284/519 [02:13<01:21,  2.88it/s]
      43/80      0.94G     0.9359      1.594     0.6246      1.211          8        640:  55%|█████▍    | 284/519 [02:13<01:21,  2.88it/s]
      43/80      0.94G     0.9359      1.594     0.6246      1.211          8        640:  55%|█████▍    | 285/519 [02:13<01:12,  3.21it/s]
      43/80      0.94G     0.9362      1.593     0.6245      1.211         10        640:  55%|█████▍    | 285/519 [02:14<01:12,  3.21it/s]
      43/80      0.94G     0.9362      1.593     0.6245      1.211         10        640:  55%|█████▌    | 286/519 [02:14<01:33,  2.51it/s]
      43/80      0.94G     0.9373      1.594     0.6247       1.21          9        640:  55%|█████▌    | 286/519 [02:14<01:33,  2.51it/s]
      43/80      0.94G     0.9373      1.594     0.6247       1.21          9        640:  55%|█████▌    | 287/519 [02:14<01:20,  2.87it/s]
      43/80      0.94G      0.937      1.594     0.6244       1.21         12        640:  55%|█████▌    | 287/519 [02:14<01:20,  2.87it/s]
      43/80      0.94G      0.937      1.594     0.6244       1.21         12        640:  55%|█████▌    | 288/519 [02:14<01:19,  2.90it/s]
      43/80      0.94G     0.9364      1.593     0.6246       1.21          8        640:  55%|█████▌    | 288/519 [02:14<01:19,  2.90it/s]
      43/80      0.94G     0.9364      1.593     0.6246       1.21          8        640:  56%|█████▌    | 289/519 [02:14<01:14,  3.09it/s]
      43/80      0.94G     0.9358      1.594      0.624      1.209          8        640:  56%|█████▌    | 289/519 [02:15<01:14,  3.09it/s]
      43/80      0.94G     0.9358      1.594      0.624      1.209          8        640:  56%|█████▌    | 290/519 [02:15<01:41,  2.26it/s]
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      43/80      0.94G     0.9363      1.595     0.6235       1.21          8        640:  56%|█████▌    | 291/519 [02:15<01:29,  2.54it/s]
      43/80      0.94G     0.9368      1.594     0.6239       1.21          6        640:  56%|█████▌    | 291/519 [02:16<01:29,  2.54it/s]
      43/80      0.94G     0.9368      1.594     0.6239       1.21          6        640:  56%|█████▋    | 292/519 [02:16<01:21,  2.79it/s]
      43/80      0.94G     0.9368      1.595     0.6241      1.211         10        640:  56%|█████▋    | 292/519 [02:16<01:21,  2.79it/s]
      43/80      0.94G     0.9368      1.595     0.6241      1.211         10        640:  56%|█████▋    | 293/519 [02:16<01:26,  2.60it/s]
      43/80      0.94G     0.9362      1.597     0.6239       1.21          9        640:  56%|█████▋    | 293/519 [02:17<01:26,  2.60it/s]
      43/80      0.94G     0.9362      1.597     0.6239       1.21          9        640:  57%|█████▋    | 294/519 [02:17<02:01,  1.85it/s]
      43/80      0.94G     0.9368      1.597     0.6241      1.211         13        640:  57%|█████▋    | 294/519 [02:17<02:01,  1.85it/s]
      43/80      0.94G     0.9368      1.597     0.6241      1.211         13        640:  57%|█████▋    | 295/519 [02:17<01:50,  2.02it/s]
      43/80      0.94G     0.9365      1.596     0.6237       1.21          8        640:  57%|█████▋    | 295/519 [02:18<01:50,  2.02it/s]
      43/80      0.94G     0.9365      1.596     0.6237       1.21          8        640:  57%|█████▋    | 296/519 [02:18<01:32,  2.42it/s]
      43/80      0.94G     0.9362      1.595     0.6237       1.21          9        640:  57%|█████▋    | 296/519 [02:18<01:32,  2.42it/s]
      43/80      0.94G     0.9362      1.595     0.6237       1.21          9        640:  57%|█████▋    | 297/519 [02:18<01:34,  2.34it/s]
      43/80      0.94G     0.9368      1.595     0.6237       1.21          8        640:  57%|█████▋    | 297/519 [02:19<01:34,  2.34it/s]
      43/80      0.94G     0.9368      1.595     0.6237       1.21          8        640:  57%|█████▋    | 298/519 [02:19<01:51,  1.97it/s]
      43/80      0.94G     0.9361      1.594     0.6236       1.21         14        640:  57%|█████▋    | 298/519 [02:19<01:51,  1.97it/s]
      43/80      0.94G     0.9361      1.594     0.6236       1.21         14        640:  58%|█████▊    | 299/519 [02:19<01:41,  2.16it/s]
      43/80      0.94G     0.9366      1.594     0.6242      1.211          9        640:  58%|█████▊    | 299/519 [02:19<01:41,  2.16it/s]
      43/80      0.94G     0.9366      1.594     0.6242      1.211          9        640:  58%|█████▊    | 300/519 [02:19<01:25,  2.56it/s]
      43/80      0.94G     0.9371      1.594     0.6242      1.211         10        640:  58%|█████▊    | 300/519 [02:20<01:25,  2.56it/s]
      43/80      0.94G     0.9371      1.594     0.6242      1.211         10        640:  58%|█████▊    | 301/519 [02:20<01:55,  1.88it/s]
      43/80      0.94G     0.9364      1.594     0.6238       1.21         10        640:  58%|█████▊    | 301/519 [02:21<01:55,  1.88it/s]
      43/80      0.94G     0.9364      1.594     0.6238       1.21         10        640:  58%|█████▊    | 302/519 [02:21<02:19,  1.56it/s]
      43/80      0.94G     0.9363      1.593     0.6231       1.21         11        640:  58%|█████▊    | 302/519 [02:21<02:19,  1.56it/s]
      43/80      0.94G     0.9363      1.593     0.6231       1.21         11        640:  58%|█████▊    | 303/519 [02:21<01:49,  1.97it/s]
      43/80      0.94G      0.936      1.593     0.6229       1.21         11        640:  58%|█████▊    | 303/519 [02:22<01:49,  1.97it/s]
      43/80      0.94G      0.936      1.593     0.6229       1.21         11        640:  59%|█████▊    | 304/519 [02:22<01:33,  2.31it/s]
      43/80      0.94G     0.9359      1.593     0.6235       1.21          9        640:  59%|█████▊    | 304/519 [02:22<01:33,  2.31it/s]
      43/80      0.94G     0.9359      1.593     0.6235       1.21          9        640:  59%|█████▉    | 305/519 [02:22<01:17,  2.77it/s]
      43/80      0.94G     0.9347      1.591     0.6226      1.209         13        640:  59%|█████▉    | 305/519 [02:23<01:17,  2.77it/s]
      43/80      0.94G     0.9347      1.591     0.6226      1.209         13        640:  59%|█████▉    | 306/519 [02:23<01:59,  1.79it/s]
      43/80      0.94G     0.9345      1.591     0.6224      1.209          7        640:  59%|█████▉    | 306/519 [02:23<01:59,  1.79it/s]
      43/80      0.94G     0.9345      1.591     0.6224      1.209          7        640:  59%|█████▉    | 307/519 [02:23<01:46,  2.00it/s]
      43/80      0.94G     0.9353      1.594     0.6232       1.21          8        640:  59%|█████▉    | 307/519 [02:23<01:46,  2.00it/s]
      43/80      0.94G     0.9353      1.594     0.6232       1.21          8        640:  59%|█████▉    | 308/519 [02:23<01:27,  2.42it/s]
      43/80      0.94G     0.9358      1.594     0.6239       1.21         11        640:  59%|█████▉    | 308/519 [02:24<01:27,  2.42it/s]
      43/80      0.94G     0.9358      1.594     0.6239       1.21         11        640:  60%|█████▉    | 309/519 [02:24<01:14,  2.80it/s]
      43/80      0.94G     0.9365      1.594      0.624       1.21          8        640:  60%|█████▉    | 309/519 [02:25<01:14,  2.80it/s]
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      43/80      0.94G     0.9365      1.593     0.6234       1.21         11        640:  60%|█████▉    | 310/519 [02:26<02:38,  1.32it/s]
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      43/80      0.94G     0.9352      1.592     0.6228       1.21          6        640:  60%|█████▉    | 311/519 [02:26<02:06,  1.65it/s]
      43/80      0.94G     0.9352      1.592     0.6228       1.21          6        640:  60%|██████    | 312/519 [02:26<01:44,  1.98it/s]
      43/80      0.94G     0.9346      1.591      0.622       1.21         12        640:  60%|██████    | 312/519 [02:26<01:44,  1.98it/s]
      43/80      0.94G     0.9346      1.591      0.622       1.21         12        640:  60%|██████    | 313/519 [02:26<01:24,  2.43it/s]
      43/80      0.94G     0.9348      1.591     0.6223       1.21          9        640:  60%|██████    | 313/519 [02:27<01:24,  2.43it/s]
      43/80      0.94G     0.9348      1.591     0.6223       1.21          9        640:  61%|██████    | 314/519 [02:27<01:40,  2.04it/s]
      43/80      0.94G     0.9351      1.591     0.6219       1.21          9        640:  61%|██████    | 314/519 [02:27<01:40,  2.04it/s]
      43/80      0.94G     0.9351      1.591     0.6219       1.21          9        640:  61%|██████    | 315/519 [02:27<01:33,  2.19it/s]
      43/80      0.94G     0.9359      1.594      0.623      1.211         10        640:  61%|██████    | 315/519 [02:27<01:33,  2.19it/s]
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      43/80      0.94G     0.9364      1.595     0.6251      1.211          8        640:  61%|██████    | 316/519 [02:28<01:19,  2.54it/s]
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      43/80      0.94G     0.9362      1.595     0.6248      1.211         11        640:  61%|██████    | 317/519 [02:28<01:07,  3.01it/s]
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      43/80      0.94G     0.9372      1.597     0.6254      1.211         11        640:  61%|██████▏   | 318/519 [02:29<01:19,  2.52it/s]
      43/80      0.94G     0.9372      1.597     0.6254      1.211         11        640:  61%|██████▏   | 319/519 [02:29<01:40,  1.99it/s]
      43/80      0.94G     0.9366      1.596     0.6251      1.211          9        640:  61%|██████▏   | 319/519 [02:29<01:40,  1.99it/s]
      43/80      0.94G     0.9366      1.596     0.6251      1.211          9        640:  62%|██████▏   | 320/519 [02:29<01:23,  2.38it/s]
      43/80      0.94G     0.9356      1.595     0.6246      1.211          8        640:  62%|██████▏   | 320/519 [02:29<01:23,  2.38it/s]
      43/80      0.94G     0.9356      1.595     0.6246      1.211          8        640:  62%|██████▏   | 321/519 [02:29<01:12,  2.75it/s]
      43/80      0.94G     0.9357      1.595     0.6242      1.211         11        640:  62%|██████▏   | 321/519 [02:30<01:12,  2.75it/s]
      43/80      0.94G     0.9357      1.595     0.6242      1.211         11        640:  62%|██████▏   | 322/519 [02:30<01:39,  1.99it/s]
      43/80      0.94G     0.9356      1.596     0.6247      1.211          7        640:  62%|██████▏   | 322/519 [02:30<01:39,  1.99it/s]
      43/80      0.94G     0.9356      1.596     0.6247      1.211          7        640:  62%|██████▏   | 323/519 [02:30<01:31,  2.14it/s]
      43/80      0.94G     0.9354      1.597     0.6245      1.211         13        640:  62%|██████▏   | 323/519 [02:31<01:31,  2.14it/s]
      43/80      0.94G     0.9354      1.597     0.6245      1.211         13        640:  62%|██████▏   | 324/519 [02:31<01:17,  2.51it/s]
      43/80      0.94G     0.9354      1.598     0.6252      1.211          8        640:  62%|██████▏   | 324/519 [02:31<01:17,  2.51it/s]
      43/80      0.94G     0.9354      1.598     0.6252      1.211          8        640:  63%|██████▎   | 325/519 [02:31<01:09,  2.79it/s]
      43/80      0.94G     0.9351      1.597      0.625      1.211         10        640:  63%|██████▎   | 325/519 [02:31<01:09,  2.79it/s]
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      43/80      0.94G     0.9356      1.596     0.6248      1.212          8        640:  63%|██████▎   | 326/519 [02:32<01:02,  3.11it/s]
      43/80      0.94G     0.9356      1.596     0.6248      1.212          8        640:  63%|██████▎   | 327/519 [02:32<01:44,  1.83it/s]
      43/80      0.94G     0.9356      1.595     0.6245      1.211         12        640:  63%|██████▎   | 327/519 [02:33<01:44,  1.83it/s]
      43/80      0.94G     0.9356      1.595     0.6245      1.211         12        640:  63%|██████▎   | 328/519 [02:33<01:27,  2.19it/s]
      43/80      0.94G     0.9358      1.595     0.6241      1.211         13        640:  63%|██████▎   | 328/519 [02:33<01:27,  2.19it/s]
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      43/80      0.94G     0.9356      1.593     0.6245      1.212          8        640:  63%|██████▎   | 329/519 [02:33<01:12,  2.62it/s]
      43/80      0.94G     0.9356      1.593     0.6245      1.212          8        640:  64%|██████▎   | 330/519 [02:33<01:15,  2.51it/s]
      43/80      0.94G     0.9348      1.592     0.6236      1.211          6        640:  64%|██████▎   | 330/519 [02:34<01:15,  2.51it/s]
      43/80      0.94G     0.9348      1.592     0.6236      1.211          6        640:  64%|██████▍   | 331/519 [02:34<02:02,  1.54it/s]
      43/80      0.94G     0.9344      1.591      0.623      1.211          6        640:  64%|██████▍   | 331/519 [02:35<02:02,  1.54it/s]
      43/80      0.94G     0.9344      1.591      0.623      1.211          6        640:  64%|██████▍   | 332/519 [02:35<01:34,  1.98it/s]
      43/80      0.94G     0.9343      1.591      0.623      1.211          8        640:  64%|██████▍   | 332/519 [02:35<01:34,  1.98it/s]
      43/80      0.94G     0.9343      1.591      0.623      1.211          8        640:  64%|██████▍   | 333/519 [02:35<01:20,  2.32it/s]
      43/80      0.94G     0.9336      1.591     0.6228       1.21          9        640:  64%|██████▍   | 333/519 [02:35<01:20,  2.32it/s]
      43/80      0.94G     0.9336      1.591     0.6228       1.21          9        640:  64%|██████▍   | 334/519 [02:35<01:09,  2.64it/s]
      43/80      0.94G     0.9335       1.59     0.6232       1.21         11        640:  64%|██████▍   | 334/519 [02:36<01:09,  2.64it/s]
      43/80      0.94G     0.9335       1.59     0.6232       1.21         11        640:  65%|██████▍   | 335/519 [02:36<01:22,  2.22it/s]
      43/80      0.94G     0.9334      1.591     0.6229       1.21         11        640:  65%|██████▍   | 335/519 [02:36<01:22,  2.22it/s]
      43/80      0.94G     0.9334      1.591     0.6229       1.21         11        640:  65%|██████▍   | 336/519 [02:36<01:12,  2.52it/s]
      43/80      0.94G     0.9341      1.591     0.6232       1.21         12        640:  65%|██████▍   | 336/519 [02:36<01:12,  2.52it/s]
      43/80      0.94G     0.9341      1.591     0.6232       1.21         12        640:  65%|██████▍   | 337/519 [02:36<01:01,  2.96it/s]
      43/80      0.94G     0.9332       1.59     0.6226      1.209         10        640:  65%|██████▍   | 337/519 [02:37<01:01,  2.96it/s]
      43/80      0.94G     0.9332       1.59     0.6226      1.209         10        640:  65%|██████▌   | 338/519 [02:37<01:02,  2.92it/s]
      43/80      0.94G     0.9336      1.592      0.623      1.209         14        640:  65%|██████▌   | 338/519 [02:37<01:02,  2.92it/s]
      43/80      0.94G     0.9336      1.592      0.623      1.209         14        640:  65%|██████▌   | 339/519 [02:37<01:26,  2.07it/s]
      43/80      0.94G     0.9324       1.59     0.6224      1.209          7        640:  65%|██████▌   | 339/519 [02:38<01:26,  2.07it/s]
      43/80      0.94G     0.9324       1.59     0.6224      1.209          7        640:  66%|██████▌   | 340/519 [02:38<01:15,  2.37it/s]
      43/80      0.94G     0.9324      1.591     0.6227      1.209         10        640:  66%|██████▌   | 340/519 [02:38<01:15,  2.37it/s]
      43/80      0.94G     0.9324      1.591     0.6227      1.209         10        640:  66%|██████▌   | 341/519 [02:38<01:03,  2.80it/s]
      43/80      0.94G     0.9327      1.592     0.6234      1.209         10        640:  66%|██████▌   | 341/519 [02:38<01:03,  2.80it/s]
      43/80      0.94G     0.9327      1.592     0.6234      1.209         10        640:  66%|██████▌   | 342/519 [02:38<01:08,  2.57it/s]
      43/80      0.94G     0.9338      1.592     0.6233       1.21         12        640:  66%|██████▌   | 342/519 [02:39<01:08,  2.57it/s]
      43/80      0.94G     0.9338      1.592     0.6233       1.21         12        640:  66%|██████▌   | 343/519 [02:39<01:25,  2.06it/s]
      43/80      0.94G     0.9328       1.59     0.6224      1.209         10        640:  66%|██████▌   | 343/519 [02:39<01:25,  2.06it/s]
      43/80      0.94G     0.9328       1.59     0.6224      1.209         10        640:  66%|██████▋   | 344/519 [02:39<01:15,  2.31it/s]
      43/80      0.94G     0.9329       1.59      0.622      1.209          8        640:  66%|██████▋   | 344/519 [02:40<01:15,  2.31it/s]
      43/80      0.94G     0.9329       1.59      0.622      1.209          8        640:  66%|██████▋   | 345/519 [02:40<01:03,  2.72it/s]
      43/80      0.94G     0.9323      1.589     0.6213      1.208         12        640:  66%|██████▋   | 345/519 [02:41<01:03,  2.72it/s]
      43/80      0.94G     0.9323      1.589     0.6213      1.208         12        640:  67%|██████▋   | 346/519 [02:41<01:36,  1.80it/s]
      43/80      0.94G     0.9315       1.59     0.6208      1.208         10        640:  67%|██████▋   | 346/519 [02:41<01:36,  1.80it/s]
      43/80      0.94G     0.9315       1.59     0.6208      1.208         10        640:  67%|██████▋   | 347/519 [02:41<01:45,  1.62it/s]
      43/80      0.94G     0.9322      1.591     0.6207      1.209          9        640:  67%|██████▋   | 347/519 [02:42<01:45,  1.62it/s]
      43/80      0.94G     0.9322      1.591     0.6207      1.209          9        640:  67%|██████▋   | 348/519 [02:42<01:29,  1.91it/s]
      43/80      0.94G     0.9324      1.591     0.6212      1.209         14        640:  67%|██████▋   | 348/519 [02:42<01:29,  1.91it/s]
      43/80      0.94G     0.9324      1.591     0.6212      1.209         14        640:  67%|██████▋   | 349/519 [02:42<01:12,  2.34it/s]
      43/80      0.94G     0.9328      1.592      0.622      1.209          6        640:  67%|██████▋   | 349/519 [02:42<01:12,  2.34it/s]
      43/80      0.94G     0.9328      1.592      0.622      1.209          6        640:  67%|██████▋   | 350/519 [02:42<01:15,  2.23it/s]
      43/80      0.94G     0.9329      1.592     0.6222       1.21          9        640:  67%|██████▋   | 350/519 [02:43<01:15,  2.23it/s]
      43/80      0.94G     0.9329      1.592     0.6222       1.21          9        640:  68%|██████▊   | 351/519 [02:43<01:18,  2.15it/s]
      43/80      0.94G     0.9335      1.591     0.6227      1.211          8        640:  68%|██████▊   | 351/519 [02:43<01:18,  2.15it/s]
      43/80      0.94G     0.9335      1.591     0.6227      1.211          8        640:  68%|██████▊   | 352/519 [02:43<01:05,  2.55it/s]
      43/80      0.94G     0.9328       1.59     0.6221       1.21         14        640:  68%|██████▊   | 352/519 [02:43<01:05,  2.55it/s]
      43/80      0.94G     0.9328       1.59     0.6221       1.21         14        640:  68%|██████▊   | 353/519 [02:43<00:57,  2.87it/s]
      43/80      0.94G     0.9324      1.589     0.6217       1.21          7        640:  68%|██████▊   | 353/519 [02:44<00:57,  2.87it/s]
      43/80      0.94G     0.9324      1.589     0.6217       1.21          7        640:  68%|██████▊   | 354/519 [02:44<01:01,  2.70it/s]
      43/80      0.94G     0.9329      1.589     0.6217       1.21         10        640:  68%|██████▊   | 354/519 [02:45<01:01,  2.70it/s]
      43/80      0.94G     0.9329      1.589     0.6217       1.21         10        640:  68%|██████▊   | 355/519 [02:45<01:25,  1.92it/s]
      43/80      0.94G     0.9325      1.589     0.6214      1.209         13        640:  68%|██████▊   | 355/519 [02:45<01:25,  1.92it/s]
      43/80      0.94G     0.9325      1.589     0.6214      1.209         13        640:  69%|██████▊   | 356/519 [02:45<01:13,  2.21it/s]
      43/80      0.94G      0.932      1.587      0.621      1.209         10        640:  69%|██████▊   | 356/519 [02:45<01:13,  2.21it/s]
      43/80      0.94G      0.932      1.587      0.621      1.209         10        640:  69%|██████▉   | 357/519 [02:45<01:01,  2.65it/s]
      43/80      0.94G     0.9323      1.588     0.6212      1.209         11        640:  69%|██████▉   | 357/519 [02:45<01:01,  2.65it/s]
      43/80      0.94G     0.9323      1.588     0.6212      1.209         11        640:  69%|██████▉   | 358/519 [02:45<00:57,  2.81it/s]
      43/80      0.94G     0.9322      1.588     0.6207      1.208         12        640:  69%|██████▉   | 358/519 [02:46<00:57,  2.81it/s]
      43/80      0.94G     0.9322      1.588     0.6207      1.208         12        640:  69%|██████▉   | 359/519 [02:46<01:13,  2.18it/s]
      43/80      0.94G     0.9331      1.588     0.6211      1.209         12        640:  69%|██████▉   | 359/519 [02:46<01:13,  2.18it/s]
      43/80      0.94G     0.9331      1.588     0.6211      1.209         12        640:  69%|██████▉   | 360/519 [02:46<01:05,  2.44it/s]
      43/80      0.94G     0.9344      1.588     0.6216      1.209         11        640:  69%|██████▉   | 360/519 [02:47<01:05,  2.44it/s]
      43/80      0.94G     0.9344      1.588     0.6216      1.209         11        640:  70%|██████▉   | 361/519 [02:47<00:53,  2.93it/s]
      43/80      0.94G     0.9355       1.59     0.6218      1.209         10        640:  70%|██████▉   | 361/519 [02:47<00:53,  2.93it/s]
      43/80      0.94G     0.9355       1.59     0.6218      1.209         10        640:  70%|██████▉   | 362/519 [02:47<00:56,  2.78it/s]
      43/80      0.94G      0.936       1.59     0.6217       1.21         10        640:  70%|██████▉   | 362/519 [02:49<00:56,  2.78it/s]
      43/80      0.94G      0.936       1.59     0.6217       1.21         10        640:  70%|██████▉   | 363/519 [02:49<01:53,  1.38it/s]
      43/80      0.94G     0.9361      1.592     0.6227       1.21         11        640:  70%|██████▉   | 363/519 [02:49<01:53,  1.38it/s]
      43/80      0.94G     0.9361      1.592     0.6227       1.21         11        640:  70%|███████   | 364/519 [02:49<01:27,  1.77it/s]
      43/80      0.94G     0.9353       1.59     0.6222       1.21          8        640:  70%|███████   | 364/519 [02:49<01:27,  1.77it/s]
      43/80      0.94G     0.9353       1.59     0.6222       1.21          8        640:  70%|███████   | 365/519 [02:49<01:13,  2.09it/s]
      43/80      0.94G     0.9349       1.59     0.6221      1.209         14        640:  70%|███████   | 365/519 [02:49<01:13,  2.09it/s]
      43/80      0.94G     0.9349       1.59     0.6221      1.209         14        640:  71%|███████   | 366/519 [02:49<01:01,  2.50it/s]
      43/80      0.94G     0.9354       1.59     0.6226       1.21          7        640:  71%|███████   | 366/519 [02:50<01:01,  2.50it/s]
      43/80      0.94G     0.9354       1.59     0.6226       1.21          7        640:  71%|███████   | 367/519 [02:50<01:21,  1.86it/s]
      43/80      0.94G     0.9359       1.59     0.6227       1.21          8        640:  71%|███████   | 367/519 [02:50<01:21,  1.86it/s]
      43/80      0.94G     0.9359       1.59     0.6227       1.21          8        640:  71%|███████   | 368/519 [02:50<01:08,  2.21it/s]
      43/80      0.94G     0.9361      1.591     0.6229       1.21          9        640:  71%|███████   | 368/519 [02:51<01:08,  2.21it/s]
      43/80      0.94G     0.9361      1.591     0.6229       1.21          9        640:  71%|███████   | 369/519 [02:51<00:56,  2.64it/s]
      43/80      0.94G     0.9361      1.591     0.6226       1.21          9        640:  71%|███████   | 369/519 [02:51<00:56,  2.64it/s]
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      43/80      0.94G      0.936      1.591     0.6223       1.21         13        640:  71%|███████▏  | 370/519 [02:52<00:50,  2.94it/s]
      43/80      0.94G      0.936      1.591     0.6223       1.21         13        640:  71%|███████▏  | 371/519 [02:52<01:14,  2.00it/s]
      43/80      0.94G     0.9368      1.592      0.623       1.21         12        640:  71%|███████▏  | 371/519 [02:52<01:14,  2.00it/s]
      43/80      0.94G     0.9368      1.592      0.623       1.21         12        640:  72%|███████▏  | 372/519 [02:52<00:59,  2.46it/s]
      43/80      0.94G     0.9369      1.592     0.6229       1.21          8        640:  72%|███████▏  | 372/519 [02:52<00:59,  2.46it/s]
      43/80      0.94G     0.9369      1.592     0.6229       1.21          8        640:  72%|███████▏  | 373/519 [02:52<00:54,  2.68it/s]
      43/80      0.94G     0.9357      1.591     0.6221      1.209         13        640:  72%|███████▏  | 373/519 [02:52<00:54,  2.68it/s]
      43/80      0.94G     0.9357      1.591     0.6221      1.209         13        640:  72%|███████▏  | 374/519 [02:52<00:47,  3.05it/s]
      43/80      0.94G     0.9356       1.59     0.6221      1.209         14        640:  72%|███████▏  | 374/519 [02:54<00:47,  3.05it/s]
      43/80      0.94G     0.9356       1.59     0.6221      1.209         14        640:  72%|███████▏  | 375/519 [02:54<01:28,  1.63it/s]
      43/80      0.94G     0.9347      1.589     0.6216      1.209          9        640:  72%|███████▏  | 375/519 [02:54<01:28,  1.63it/s]
      43/80      0.94G     0.9347      1.589     0.6216      1.209          9        640:  72%|███████▏  | 376/519 [02:54<01:09,  2.04it/s]
      43/80      0.94G     0.9352      1.589      0.622      1.209         12        640:  72%|███████▏  | 376/519 [02:54<01:09,  2.04it/s]
      43/80      0.94G     0.9352      1.589      0.622      1.209         12        640:  73%|███████▎  | 377/519 [02:54<00:58,  2.45it/s]
      43/80      0.94G     0.9345      1.589     0.6221      1.208          9        640:  73%|███████▎  | 377/519 [02:54<00:58,  2.45it/s]
      43/80      0.94G     0.9345      1.589     0.6221      1.208          9        640:  73%|███████▎  | 378/519 [02:54<00:52,  2.68it/s]
      43/80      0.94G     0.9348      1.589     0.6222      1.208         12        640:  73%|███████▎  | 378/519 [02:55<00:52,  2.68it/s]
      43/80      0.94G     0.9348      1.589     0.6222      1.208         12        640:  73%|███████▎  | 379/519 [02:55<00:53,  2.62it/s]
      43/80      0.94G     0.9348      1.589     0.6222      1.208         10        640:  73%|███████▎  | 379/519 [02:55<00:53,  2.62it/s]
      43/80      0.94G     0.9348      1.589     0.6222      1.208         10        640:  73%|███████▎  | 380/519 [02:55<00:48,  2.87it/s]
      43/80      0.94G     0.9347       1.59     0.6217      1.208          9        640:  73%|███████▎  | 380/519 [02:55<00:48,  2.87it/s]
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      43/80      0.94G     0.9361       1.59     0.6223      1.209          5        640:  74%|███████▎  | 382/519 [02:57<00:37,  3.61it/s]
      43/80      0.94G     0.9361       1.59     0.6223      1.209          5        640:  74%|███████▍  | 383/519 [02:57<01:38,  1.37it/s]
      43/80      0.94G     0.9359       1.59     0.6222      1.209         13        640:  74%|███████▍  | 383/519 [02:57<01:38,  1.37it/s]
      43/80      0.94G     0.9359       1.59     0.6222      1.209         13        640:  74%|███████▍  | 384/519 [02:57<01:16,  1.77it/s]
      43/80      0.94G     0.9356      1.588     0.6217      1.208         10        640:  74%|███████▍  | 384/519 [02:58<01:16,  1.77it/s]
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      43/80      0.94G     0.9356      1.589     0.6215      1.208         14        640:  74%|███████▍  | 385/519 [02:58<01:03,  2.12it/s]
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      43/80      0.94G     0.9349      1.587      0.621      1.208          9        640:  74%|███████▍  | 386/519 [02:59<00:54,  2.45it/s]
      43/80      0.94G     0.9349      1.587      0.621      1.208          9        640:  75%|███████▍  | 387/519 [02:59<01:23,  1.58it/s]
      43/80      0.94G     0.9341      1.586     0.6207      1.207         10        640:  75%|███████▍  | 387/519 [02:59<01:23,  1.58it/s]
      43/80      0.94G     0.9341      1.586     0.6207      1.207         10        640:  75%|███████▍  | 388/519 [02:59<01:06,  1.97it/s]
      43/80      0.94G     0.9334      1.585     0.6204      1.207         11        640:  75%|███████▍  | 388/519 [02:59<01:06,  1.97it/s]
      43/80      0.94G     0.9334      1.585     0.6204      1.207         11        640:  75%|███████▍  | 389/519 [02:59<00:52,  2.49it/s]
      43/80      0.94G     0.9342      1.588     0.6214      1.207          4        640:  75%|███████▍  | 389/519 [03:00<00:52,  2.49it/s]
      43/80      0.94G     0.9342      1.588     0.6214      1.207          4        640:  75%|███████▌  | 390/519 [03:00<00:46,  2.78it/s]
      43/80      0.94G     0.9342      1.588     0.6215      1.208          9        640:  75%|███████▌  | 390/519 [03:01<00:46,  2.78it/s]
      43/80      0.94G     0.9342      1.588     0.6215      1.208          9        640:  75%|███████▌  | 391/519 [03:01<01:20,  1.59it/s]
      43/80      0.94G     0.9353      1.588     0.6216      1.208         14        640:  75%|███████▌  | 391/519 [03:01<01:20,  1.59it/s]
      43/80      0.94G     0.9353      1.588     0.6216      1.208         14        640:  76%|███████▌  | 392/519 [03:01<01:04,  1.97it/s]
      43/80      0.94G     0.9353      1.588     0.6214      1.208         16        640:  76%|███████▌  | 392/519 [03:01<01:04,  1.97it/s]
      43/80      0.94G     0.9353      1.588     0.6214      1.208         16        640:  76%|███████▌  | 393/519 [03:01<00:51,  2.43it/s]
      43/80      0.94G     0.9349      1.588     0.6212      1.208         10        640:  76%|███████▌  | 393/519 [03:02<00:51,  2.43it/s]
      43/80      0.94G     0.9349      1.588     0.6212      1.208         10        640:  76%|███████▌  | 394/519 [03:02<00:47,  2.64it/s]
      43/80      0.94G     0.9356      1.588     0.6216      1.209         10        640:  76%|███████▌  | 394/519 [03:03<00:47,  2.64it/s]
      43/80      0.94G     0.9356      1.588     0.6216      1.209         10        640:  76%|███████▌  | 395/519 [03:03<01:21,  1.53it/s]
      43/80      0.94G     0.9353      1.588     0.6213      1.209         15        640:  76%|███████▌  | 395/519 [03:03<01:21,  1.53it/s]
      43/80      0.94G     0.9353      1.588     0.6213      1.209         15        640:  76%|███████▋  | 396/519 [03:03<01:03,  1.93it/s]
      43/80      0.94G     0.9357      1.587     0.6214      1.209          9        640:  76%|███████▋  | 396/519 [03:03<01:03,  1.93it/s]
      43/80      0.94G     0.9357      1.587     0.6214      1.209          9        640:  76%|███████▋  | 397/519 [03:03<00:50,  2.40it/s]
      43/80      0.94G     0.9366      1.588     0.6219       1.21          9        640:  76%|███████▋  | 397/519 [03:04<00:50,  2.40it/s]
      43/80      0.94G     0.9366      1.588     0.6219       1.21          9        640:  77%|███████▋  | 398/519 [03:04<00:44,  2.73it/s]
      43/80      0.94G     0.9376      1.594     0.6223      1.211          9        640:  77%|███████▋  | 398/519 [03:04<00:44,  2.73it/s]
      43/80      0.94G     0.9376      1.594     0.6223      1.211          9        640:  77%|███████▋  | 399/519 [03:04<00:56,  2.12it/s]
      43/80      0.94G     0.9366      1.592     0.6218       1.21          9        640:  77%|███████▋  | 399/519 [03:05<00:56,  2.12it/s]
      43/80      0.94G     0.9366      1.592     0.6218       1.21          9        640:  77%|███████▋  | 400/519 [03:05<00:48,  2.45it/s]
      43/80      0.94G     0.9376      1.592     0.6225      1.211          9        640:  77%|███████▋  | 400/519 [03:05<00:48,  2.45it/s]
      43/80      0.94G     0.9376      1.592     0.6225      1.211          9        640:  77%|███████▋  | 401/519 [03:05<00:40,  2.92it/s]
      43/80      0.94G     0.9381      1.593     0.6222      1.211          8        640:  77%|███████▋  | 401/519 [03:05<00:40,  2.92it/s]
      43/80      0.94G     0.9381      1.593     0.6222      1.211          8        640:  77%|███████▋  | 402/519 [03:05<00:36,  3.23it/s]
      43/80      0.94G     0.9374      1.592     0.6217      1.211         14        640:  77%|███████▋  | 402/519 [03:06<00:36,  3.23it/s]
      43/80      0.94G     0.9374      1.592     0.6217      1.211         14        640:  78%|███████▊  | 403/519 [03:06<00:48,  2.37it/s]
      43/80      0.94G     0.9383      1.593     0.6237      1.211          9        640:  78%|███████▊  | 403/519 [03:06<00:48,  2.37it/s]
      43/80      0.94G     0.9383      1.593     0.6237      1.211          9        640:  78%|███████▊  | 404/519 [03:06<00:43,  2.65it/s]
      43/80      0.94G     0.9378      1.592     0.6233      1.211         12        640:  78%|███████▊  | 404/519 [03:06<00:43,  2.65it/s]
      43/80      0.94G     0.9378      1.592     0.6233      1.211         12        640:  78%|███████▊  | 405/519 [03:06<00:45,  2.50it/s]
      43/80      0.94G     0.9379      1.592     0.6236      1.211         10        640:  78%|███████▊  | 405/519 [03:07<00:45,  2.50it/s]
      43/80      0.94G     0.9379      1.592     0.6236      1.211         10        640:  78%|███████▊  | 406/519 [03:07<00:40,  2.79it/s]
      43/80      0.94G     0.9372       1.59     0.6229       1.21         11        640:  78%|███████▊  | 406/519 [03:07<00:40,  2.79it/s]
      43/80      0.94G     0.9372       1.59     0.6229       1.21         11        640:  78%|███████▊  | 407/519 [03:07<00:40,  2.79it/s]
      43/80      0.94G     0.9373       1.59     0.6225       1.21         13        640:  78%|███████▊  | 407/519 [03:07<00:40,  2.79it/s]
      43/80      0.94G     0.9373       1.59     0.6225       1.21         13        640:  79%|███████▊  | 408/519 [03:07<00:35,  3.13it/s]
      43/80      0.94G     0.9369       1.59     0.6225       1.21         11        640:  79%|███████▊  | 408/519 [03:08<00:35,  3.13it/s]
      43/80      0.94G     0.9369       1.59     0.6225       1.21         11        640:  79%|███████▉  | 409/519 [03:08<00:48,  2.29it/s]
      43/80      0.94G     0.9365      1.589     0.6226       1.21         13        640:  79%|███████▉  | 409/519 [03:08<00:48,  2.29it/s]
      43/80      0.94G     0.9365      1.589     0.6226       1.21         13        640:  79%|███████▉  | 410/519 [03:08<00:41,  2.61it/s]
      43/80      0.94G     0.9376      1.591     0.6228      1.211          8        640:  79%|███████▉  | 410/519 [03:09<00:41,  2.61it/s]
      43/80      0.94G     0.9376      1.591     0.6228      1.211          8        640:  79%|███████▉  | 411/519 [03:09<00:38,  2.79it/s]
      43/80      0.94G     0.9374      1.592     0.6229      1.211         11        640:  79%|███████▉  | 411/519 [03:09<00:38,  2.79it/s]
      43/80      0.94G     0.9374      1.592     0.6229      1.211         11        640:  79%|███████▉  | 412/519 [03:09<00:34,  3.11it/s]
      43/80      0.94G     0.9373      1.591     0.6228       1.21         11        640:  79%|███████▉  | 412/519 [03:09<00:34,  3.11it/s]
      43/80      0.94G     0.9373      1.591     0.6228       1.21         11        640:  80%|███████▉  | 413/519 [03:09<00:42,  2.48it/s]
      43/80      0.94G     0.9375      1.591     0.6223      1.211          9        640:  80%|███████▉  | 413/519 [03:10<00:42,  2.48it/s]
      43/80      0.94G     0.9375      1.591     0.6223      1.211          9        640:  80%|███████▉  | 414/519 [03:10<00:36,  2.85it/s]
      43/80      0.94G     0.9369       1.59     0.6221       1.21          8        640:  80%|███████▉  | 414/519 [03:10<00:36,  2.85it/s]
      43/80      0.94G     0.9369       1.59     0.6221       1.21          8        640:  80%|███████▉  | 415/519 [03:10<00:43,  2.39it/s]
      43/80      0.94G     0.9369       1.59      0.622       1.21         14        640:  80%|███████▉  | 415/519 [03:10<00:43,  2.39it/s]
      43/80      0.94G     0.9369       1.59      0.622       1.21         14        640:  80%|████████  | 416/519 [03:10<00:37,  2.78it/s]
      43/80      0.94G     0.9377       1.59     0.6229       1.21         13        640:  80%|████████  | 416/519 [03:11<00:37,  2.78it/s]
      43/80      0.94G     0.9377       1.59     0.6229       1.21         13        640:  80%|████████  | 417/519 [03:11<00:56,  1.82it/s]
      43/80      0.94G     0.9373      1.589     0.6234       1.21          9        640:  80%|████████  | 417/519 [03:12<00:56,  1.82it/s]
      43/80      0.94G     0.9373      1.589     0.6234       1.21          9        640:  81%|████████  | 418/519 [03:12<00:45,  2.21it/s]
      43/80      0.94G     0.9372      1.589      0.623       1.21         13        640:  81%|████████  | 418/519 [03:12<00:45,  2.21it/s]
      43/80      0.94G     0.9372      1.589      0.623       1.21         13        640:  81%|████████  | 419/519 [03:12<00:51,  1.93it/s]
      43/80      0.94G     0.9369      1.588     0.6227       1.21         16        640:  81%|████████  | 419/519 [03:13<00:51,  1.93it/s]
      43/80      0.94G     0.9369      1.588     0.6227       1.21         16        640:  81%|████████  | 420/519 [03:13<00:42,  2.34it/s]
      43/80      0.94G     0.9367      1.587     0.6223       1.21          8        640:  81%|████████  | 420/519 [03:13<00:42,  2.34it/s]
      43/80      0.94G     0.9367      1.587     0.6223       1.21          8        640:  81%|████████  | 421/519 [03:13<00:43,  2.27it/s]
      43/80      0.94G     0.9369      1.587     0.6223       1.21          9        640:  81%|████████  | 421/519 [03:13<00:43,  2.27it/s]
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      43/80      0.94G     0.9372      1.587     0.6224       1.21         10        640:  81%|████████▏ | 422/519 [03:14<00:40,  2.41it/s]
      43/80      0.94G     0.9372      1.587     0.6224       1.21         10        640:  82%|████████▏ | 423/519 [03:14<00:37,  2.56it/s]
      43/80      0.94G     0.9368      1.586     0.6221       1.21          9        640:  82%|████████▏ | 423/519 [03:14<00:37,  2.56it/s]
      43/80      0.94G     0.9368      1.586     0.6221       1.21          9        640:  82%|████████▏ | 424/519 [03:14<00:33,  2.83it/s]
      43/80      0.94G     0.9362      1.586     0.6216      1.209          8        640:  82%|████████▏ | 424/519 [03:15<00:33,  2.83it/s]
      43/80      0.94G     0.9362      1.586     0.6216      1.209          8        640:  82%|████████▏ | 425/519 [03:15<00:58,  1.59it/s]
      43/80      0.94G     0.9362      1.586     0.6218       1.21         11        640:  82%|████████▏ | 425/519 [03:15<00:58,  1.59it/s]
      43/80      0.94G     0.9362      1.586     0.6218       1.21         11        640:  82%|████████▏ | 426/519 [03:15<00:47,  1.97it/s]
      43/80      0.94G     0.9358      1.586     0.6216      1.209          8        640:  82%|████████▏ | 426/519 [03:16<00:47,  1.97it/s]
      43/80      0.94G     0.9358      1.586     0.6216      1.209          8        640:  82%|████████▏ | 427/519 [03:16<00:39,  2.36it/s]
      43/80      0.94G     0.9362      1.587     0.6218      1.209         11        640:  82%|████████▏ | 427/519 [03:16<00:39,  2.36it/s]
      43/80      0.94G     0.9362      1.587     0.6218      1.209         11        640:  82%|████████▏ | 428/519 [03:16<00:34,  2.63it/s]
      43/80      0.94G     0.9367      1.586      0.622       1.21          8        640:  82%|████████▏ | 428/519 [03:17<00:34,  2.63it/s]
      43/80      0.94G     0.9367      1.586      0.622       1.21          8        640:  83%|████████▎ | 429/519 [03:17<00:49,  1.83it/s]
      43/80      0.94G     0.9372      1.588     0.6219      1.211         10        640:  83%|████████▎ | 429/519 [03:17<00:49,  1.83it/s]
      43/80      0.94G     0.9372      1.588     0.6219      1.211         10        640:  83%|████████▎ | 430/519 [03:17<00:40,  2.17it/s]
      43/80      0.94G     0.9375      1.588     0.6221      1.211         11        640:  83%|████████▎ | 430/519 [03:17<00:40,  2.17it/s]
      43/80      0.94G     0.9375      1.588     0.6221      1.211         11        640:  83%|████████▎ | 431/519 [03:17<00:33,  2.61it/s]
      43/80      0.94G     0.9369      1.587     0.6218       1.21          9        640:  83%|████████▎ | 431/519 [03:18<00:33,  2.61it/s]
      43/80      0.94G     0.9369      1.587     0.6218       1.21          9        640:  83%|████████▎ | 432/519 [03:18<00:29,  2.92it/s]
      43/80      0.94G      0.937      1.588     0.6217      1.211         11        640:  83%|████████▎ | 432/519 [03:19<00:29,  2.92it/s]
      43/80      0.94G      0.937      1.588     0.6217      1.211         11        640:  83%|████████▎ | 433/519 [03:19<00:57,  1.50it/s]
      43/80      0.94G     0.9368      1.587     0.6212       1.21         10        640:  83%|████████▎ | 433/519 [03:19<00:57,  1.50it/s]
      43/80      0.94G     0.9368      1.587     0.6212       1.21         10        640:  84%|████████▎ | 434/519 [03:19<00:45,  1.86it/s]
      43/80      0.94G     0.9361      1.586     0.6208       1.21         11        640:  84%|████████▎ | 434/519 [03:19<00:45,  1.86it/s]
      43/80      0.94G     0.9361      1.586     0.6208       1.21         11        640:  84%|████████▍ | 435/519 [03:19<00:37,  2.25it/s]
      43/80      0.94G     0.9363      1.585     0.6203       1.21         11        640:  84%|████████▍ | 435/519 [03:20<00:37,  2.25it/s]
      43/80      0.94G     0.9363      1.585     0.6203       1.21         11        640:  84%|████████▍ | 436/519 [03:20<00:31,  2.60it/s]
      43/80      0.94G     0.9362      1.585     0.6203       1.21         12        640:  84%|████████▍ | 436/519 [03:21<00:31,  2.60it/s]
      43/80      0.94G     0.9362      1.585     0.6203       1.21         12        640:  84%|████████▍ | 437/519 [03:21<00:47,  1.71it/s]
      43/80      0.94G     0.9359      1.584       0.62       1.21          8        640:  84%|████████▍ | 437/519 [03:21<00:47,  1.71it/s]
      43/80      0.94G     0.9359      1.584       0.62       1.21          8        640:  84%|████████▍ | 438/519 [03:21<00:39,  2.04it/s]
      43/80      0.94G     0.9368      1.584     0.6199       1.21          8        640:  84%|████████▍ | 438/519 [03:21<00:39,  2.04it/s]
      43/80      0.94G     0.9368      1.584     0.6199       1.21          8        640:  85%|████████▍ | 439/519 [03:21<00:35,  2.25it/s]
      43/80      0.94G     0.9362      1.582     0.6192       1.21         10        640:  85%|████████▍ | 439/519 [03:22<00:35,  2.25it/s]
      43/80      0.94G     0.9362      1.582     0.6192       1.21         10        640:  85%|████████▍ | 440/519 [03:22<00:30,  2.61it/s]
      43/80      0.94G     0.9357      1.582     0.6189       1.21          8        640:  85%|████████▍ | 440/519 [03:23<00:30,  2.61it/s]
      43/80      0.94G     0.9357      1.582     0.6189       1.21          8        640:  85%|████████▍ | 441/519 [03:23<00:45,  1.71it/s]
      43/80      0.94G     0.9353      1.582     0.6188       1.21         13        640:  85%|████████▍ | 441/519 [03:23<00:45,  1.71it/s]
      43/80      0.94G     0.9353      1.582     0.6188       1.21         13        640:  85%|████████▌ | 442/519 [03:23<00:38,  2.02it/s]
      43/80      0.94G     0.9363      1.583     0.6197       1.21         12        640:  85%|████████▌ | 442/519 [03:23<00:38,  2.02it/s]
      43/80      0.94G     0.9363      1.583     0.6197       1.21         12        640:  85%|████████▌ | 443/519 [03:23<00:30,  2.46it/s]
      43/80      0.94G     0.9361      1.582     0.6194       1.21         11        640:  85%|████████▌ | 443/519 [03:23<00:30,  2.46it/s]
      43/80      0.94G     0.9361      1.582     0.6194       1.21         11        640:  86%|████████▌ | 444/519 [03:23<00:26,  2.83it/s]
      43/80      0.94G     0.9361      1.583     0.6192       1.21         12        640:  86%|████████▌ | 444/519 [03:24<00:26,  2.83it/s]
      43/80      0.94G     0.9361      1.583     0.6192       1.21         12        640:  86%|████████▌ | 445/519 [03:24<00:40,  1.83it/s]
      43/80      0.94G     0.9361      1.582     0.6191       1.21          9        640:  86%|████████▌ | 445/519 [03:25<00:40,  1.83it/s]
      43/80      0.94G     0.9361      1.582     0.6191       1.21          9        640:  86%|████████▌ | 446/519 [03:25<00:36,  1.99it/s]
      43/80      0.94G      0.936      1.582     0.6201       1.21          6        640:  86%|████████▌ | 446/519 [03:25<00:36,  1.99it/s]
      43/80      0.94G      0.936      1.582     0.6201       1.21          6        640:  86%|████████▌ | 447/519 [03:25<00:30,  2.35it/s]
      43/80      0.94G     0.9359      1.582     0.6203       1.21         10        640:  86%|████████▌ | 447/519 [03:25<00:30,  2.35it/s]
      43/80      0.94G     0.9359      1.582     0.6203       1.21         10        640:  86%|████████▋ | 448/519 [03:25<00:26,  2.67it/s]
      43/80      0.94G     0.9362      1.584     0.6208       1.21         10        640:  86%|████████▋ | 448/519 [03:27<00:26,  2.67it/s]
      43/80      0.94G     0.9362      1.584     0.6208       1.21         10        640:  87%|████████▋ | 449/519 [03:27<00:45,  1.53it/s]
      43/80      0.94G     0.9362      1.582     0.6205       1.21         11        640:  87%|████████▋ | 449/519 [03:27<00:45,  1.53it/s]
      43/80      0.94G     0.9362      1.582     0.6205       1.21         11        640:  87%|████████▋ | 450/519 [03:27<00:36,  1.90it/s]
      43/80      0.94G     0.9364      1.582     0.6206       1.21         11        640:  87%|████████▋ | 450/519 [03:27<00:36,  1.90it/s]
      43/80      0.94G     0.9364      1.582     0.6206       1.21         11        640:  87%|████████▋ | 451/519 [03:27<00:34,  1.95it/s]
      43/80      0.94G     0.9364      1.582     0.6206       1.21          7        640:  87%|████████▋ | 451/519 [03:28<00:34,  1.95it/s]
      43/80      0.94G     0.9364      1.582     0.6206       1.21          7        640:  87%|████████▋ | 452/519 [03:28<00:29,  2.31it/s]
      43/80      0.94G     0.9361      1.581     0.6205       1.21         11        640:  87%|████████▋ | 452/519 [03:28<00:29,  2.31it/s]
      43/80      0.94G     0.9361      1.581     0.6205       1.21         11        640:  87%|████████▋ | 453/519 [03:28<00:31,  2.07it/s]
      43/80      0.94G     0.9359      1.581     0.6201       1.21         11        640:  87%|████████▋ | 453/519 [03:29<00:31,  2.07it/s]
      43/80      0.94G     0.9359      1.581     0.6201       1.21         11        640:  87%|████████▋ | 454/519 [03:29<00:36,  1.76it/s]
      43/80      0.94G     0.9358       1.58     0.6198       1.21          6        640:  87%|████████▋ | 454/519 [03:29<00:36,  1.76it/s]
      43/80      0.94G     0.9358       1.58     0.6198       1.21          6        640:  88%|████████▊ | 455/519 [03:29<00:31,  2.03it/s]
      43/80      0.94G     0.9353      1.579     0.6197      1.209         11        640:  88%|████████▊ | 455/519 [03:29<00:31,  2.03it/s]
      43/80      0.94G     0.9353      1.579     0.6197      1.209         11        640:  88%|████████▊ | 456/519 [03:29<00:26,  2.37it/s]
      43/80      0.94G      0.935      1.579     0.6193      1.209          9        640:  88%|████████▊ | 456/519 [03:30<00:26,  2.37it/s]
      43/80      0.94G      0.935      1.579     0.6193      1.209          9        640:  88%|████████▊ | 457/519 [03:30<00:26,  2.32it/s]
      43/80      0.94G     0.9357      1.579     0.6194       1.21          8        640:  88%|████████▊ | 457/519 [03:31<00:26,  2.32it/s]
      43/80      0.94G     0.9357      1.579     0.6194       1.21          8        640:  88%|████████▊ | 458/519 [03:31<00:31,  1.91it/s]
      43/80      0.94G     0.9354      1.579     0.6196       1.21         12        640:  88%|████████▊ | 458/519 [03:31<00:31,  1.91it/s]
      43/80      0.94G     0.9354      1.579     0.6196       1.21         12        640:  88%|████████▊ | 459/519 [03:31<00:27,  2.18it/s]
      43/80      0.94G     0.9358      1.579     0.6202       1.21         11        640:  88%|████████▊ | 459/519 [03:31<00:27,  2.18it/s]
      43/80      0.94G     0.9358      1.579     0.6202       1.21         11        640:  89%|████████▊ | 460/519 [03:31<00:22,  2.62it/s]
      43/80      0.94G     0.9356      1.581     0.6207       1.21          8        640:  89%|████████▊ | 460/519 [03:32<00:22,  2.62it/s]
      43/80      0.94G     0.9356      1.581     0.6207       1.21          8        640:  89%|████████▉ | 461/519 [03:32<00:23,  2.48it/s]
      43/80      0.94G     0.9358      1.581     0.6205       1.21         10        640:  89%|████████▉ | 461/519 [03:33<00:23,  2.48it/s]
      43/80      0.94G     0.9358      1.581     0.6205       1.21         10        640:  89%|████████▉ | 462/519 [03:33<00:39,  1.44it/s]
      43/80      0.94G     0.9356      1.581     0.6206      1.211          9        640:  89%|████████▉ | 462/519 [03:33<00:39,  1.44it/s]
      43/80      0.94G     0.9356      1.581     0.6206      1.211          9        640:  89%|████████▉ | 463/519 [03:33<00:30,  1.84it/s]
      43/80      0.94G     0.9354       1.58     0.6205      1.211         10        640:  89%|████████▉ | 463/519 [03:33<00:30,  1.84it/s]
      43/80      0.94G     0.9354       1.58     0.6205      1.211         10        640:  89%|████████▉ | 464/519 [03:33<00:25,  2.19it/s]
      43/80      0.94G     0.9358      1.582     0.6209      1.211         11        640:  89%|████████▉ | 464/519 [03:34<00:25,  2.19it/s]
      43/80      0.94G     0.9358      1.582     0.6209      1.211         11        640:  90%|████████▉ | 465/519 [03:34<00:20,  2.60it/s]
      43/80      0.94G     0.9356      1.581     0.6208      1.211         10        640:  90%|████████▉ | 465/519 [03:34<00:20,  2.60it/s]
      43/80      0.94G     0.9356      1.581     0.6208      1.211         10        640:  90%|████████▉ | 466/519 [03:34<00:24,  2.17it/s]
      43/80      0.94G     0.9347       1.58     0.6202      1.211         11        640:  90%|████████▉ | 466/519 [03:35<00:24,  2.17it/s]
      43/80      0.94G     0.9347       1.58     0.6202      1.211         11        640:  90%|████████▉ | 467/519 [03:35<00:20,  2.49it/s]
      43/80      0.94G     0.9346       1.58       0.62       1.21          7        640:  90%|████████▉ | 467/519 [03:35<00:20,  2.49it/s]
      43/80      0.94G     0.9346       1.58       0.62       1.21          7        640:  90%|█████████ | 468/519 [03:35<00:18,  2.79it/s]
      43/80      0.94G     0.9343      1.579     0.6195      1.211          8        640:  90%|█████████ | 468/519 [03:35<00:18,  2.79it/s]
      43/80      0.94G     0.9343      1.579     0.6195      1.211          8        640:  90%|█████████ | 469/519 [03:35<00:15,  3.20it/s]
      43/80      0.94G     0.9345      1.579     0.6198      1.211         10        640:  90%|█████████ | 469/519 [03:36<00:15,  3.20it/s]
      43/80      0.94G     0.9345      1.579     0.6198      1.211         10        640:  91%|█████████ | 470/519 [03:36<00:23,  2.05it/s]
      43/80      0.94G     0.9346      1.579     0.6199       1.21          9        640:  91%|█████████ | 470/519 [03:36<00:23,  2.05it/s]
      43/80      0.94G     0.9346      1.579     0.6199       1.21          9        640:  91%|█████████ | 471/519 [03:36<00:20,  2.31it/s]
      43/80      0.94G     0.9344      1.578     0.6195       1.21          7        640:  91%|█████████ | 471/519 [03:36<00:20,  2.31it/s]
      43/80      0.94G     0.9344      1.578     0.6195       1.21          7        640:  91%|█████████ | 472/519 [03:36<00:17,  2.65it/s]
      43/80      0.94G     0.9341      1.578     0.6194       1.21          7        640:  91%|█████████ | 472/519 [03:37<00:17,  2.65it/s]
      43/80      0.94G     0.9341      1.578     0.6194       1.21          7        640:  91%|█████████ | 473/519 [03:37<00:19,  2.32it/s]
      43/80      0.94G     0.9352      1.578     0.6196      1.211          7        640:  91%|█████████ | 473/519 [03:38<00:19,  2.32it/s]
      43/80      0.94G     0.9352      1.578     0.6196      1.211          7        640:  91%|█████████▏| 474/519 [03:38<00:25,  1.79it/s]
      43/80      0.94G      0.935      1.578     0.6193      1.211         10        640:  91%|█████████▏| 474/519 [03:38<00:25,  1.79it/s]
      43/80      0.94G      0.935      1.578     0.6193      1.211         10        640:  92%|█████████▏| 475/519 [03:38<00:20,  2.14it/s]
      43/80      0.94G     0.9349      1.578     0.6194      1.212          9        640:  92%|█████████▏| 475/519 [03:38<00:20,  2.14it/s]
      43/80      0.94G     0.9349      1.578     0.6194      1.212          9        640:  92%|█████████▏| 476/519 [03:38<00:16,  2.55it/s]
      43/80      0.94G     0.9346      1.577     0.6192      1.211         11        640:  92%|█████████▏| 476/519 [03:39<00:16,  2.55it/s]
      43/80      0.94G     0.9346      1.577     0.6192      1.211         11        640:  92%|█████████▏| 477/519 [03:39<00:18,  2.29it/s]
      43/80      0.94G     0.9346      1.577     0.6194      1.211         10        640:  92%|█████████▏| 477/519 [03:40<00:18,  2.29it/s]
      43/80      0.94G     0.9346      1.577     0.6194      1.211         10        640:  92%|█████████▏| 478/519 [03:40<00:22,  1.81it/s]
      43/80      0.94G     0.9348      1.577     0.6195      1.211         11        640:  92%|█████████▏| 478/519 [03:40<00:22,  1.81it/s]
      43/80      0.94G     0.9348      1.577     0.6195      1.211         11        640:  92%|█████████▏| 479/519 [03:40<00:17,  2.22it/s]
      43/80      0.94G     0.9346      1.578     0.6194       1.21         10        640:  92%|█████████▏| 479/519 [03:40<00:17,  2.22it/s]
      43/80      0.94G     0.9346      1.578     0.6194       1.21         10        640:  92%|█████████▏| 480/519 [03:40<00:15,  2.55it/s]
      43/80      0.94G     0.9346      1.578     0.6193      1.211          7        640:  92%|█████████▏| 480/519 [03:40<00:15,  2.55it/s]
      43/80      0.94G     0.9346      1.578     0.6193      1.211          7        640:  93%|█████████▎| 481/519 [03:40<00:13,  2.90it/s]
      43/80      0.94G     0.9348      1.578     0.6194      1.211         14        640:  93%|█████████▎| 481/519 [03:41<00:13,  2.90it/s]
      43/80      0.94G     0.9348      1.578     0.6194      1.211         14        640:  93%|█████████▎| 482/519 [03:41<00:19,  1.87it/s]
      43/80      0.94G     0.9351      1.578     0.6194      1.211         15        640:  93%|█████████▎| 482/519 [03:42<00:19,  1.87it/s]
      43/80      0.94G     0.9351      1.578     0.6194      1.211         15        640:  93%|█████████▎| 483/519 [03:42<00:15,  2.30it/s]
      43/80      0.94G     0.9349      1.578     0.6191       1.21          9        640:  93%|█████████▎| 483/519 [03:42<00:15,  2.30it/s]
      43/80      0.94G     0.9349      1.578     0.6191       1.21          9        640:  93%|█████████▎| 484/519 [03:42<00:13,  2.65it/s]
      43/80      0.94G     0.9348      1.577     0.6188       1.21          8        640:  93%|█████████▎| 484/519 [03:42<00:13,  2.65it/s]
      43/80      0.94G     0.9348      1.577     0.6188       1.21          8        640:  93%|█████████▎| 485/519 [03:42<00:12,  2.69it/s]
      43/80      0.94G     0.9349      1.577     0.6188       1.21         14        640:  93%|█████████▎| 485/519 [03:43<00:12,  2.69it/s]
      43/80      0.94G     0.9349      1.577     0.6188       1.21         14        640:  94%|█████████▎| 486/519 [03:43<00:15,  2.11it/s]
      43/80      0.94G     0.9348      1.578     0.6189       1.21         12        640:  94%|█████████▎| 486/519 [03:43<00:15,  2.11it/s]
      43/80      0.94G     0.9348      1.578     0.6189       1.21         12        640:  94%|█████████▍| 487/519 [03:43<00:13,  2.36it/s]
      43/80      0.94G     0.9345      1.578     0.6187       1.21         11        640:  94%|█████████▍| 487/519 [03:44<00:13,  2.36it/s]
      43/80      0.94G     0.9345      1.578     0.6187       1.21         11        640:  94%|█████████▍| 488/519 [03:44<00:18,  1.71it/s]
      43/80      0.94G     0.9338      1.577     0.6182       1.21          6        640:  94%|█████████▍| 488/519 [03:44<00:18,  1.71it/s]
      43/80      0.94G     0.9338      1.577     0.6182       1.21          6        640:  94%|█████████▍| 489/519 [03:44<00:14,  2.00it/s]
      43/80      0.94G     0.9351      1.578     0.6192      1.211          8        640:  94%|█████████▍| 489/519 [03:45<00:14,  2.00it/s]
      43/80      0.94G     0.9351      1.578     0.6192      1.211          8        640:  94%|█████████▍| 490/519 [03:45<00:12,  2.28it/s]
      43/80      0.94G     0.9354      1.577     0.6192      1.211         14        640:  94%|█████████▍| 490/519 [03:45<00:12,  2.28it/s]
      43/80      0.94G     0.9354      1.577     0.6192      1.211         14        640:  95%|█████████▍| 491/519 [03:45<00:10,  2.55it/s]
      43/80      0.94G     0.9356      1.577     0.6189      1.211         11        640:  95%|█████████▍| 491/519 [03:46<00:10,  2.55it/s]
      43/80      0.94G     0.9356      1.577     0.6189      1.211         11        640:  95%|█████████▍| 492/519 [03:46<00:14,  1.87it/s]
      43/80      0.94G     0.9357      1.577     0.6185      1.212          9        640:  95%|█████████▍| 492/519 [03:47<00:14,  1.87it/s]
      43/80      0.94G     0.9357      1.577     0.6185      1.212          9        640:  95%|█████████▍| 493/519 [03:47<00:18,  1.43it/s]
      43/80      0.94G     0.9363      1.578     0.6186      1.212          9        640:  95%|█████████▍| 493/519 [03:47<00:18,  1.43it/s]
      43/80      0.94G     0.9363      1.578     0.6186      1.212          9        640:  95%|█████████▌| 494/519 [03:47<00:13,  1.80it/s]
      43/80      0.94G     0.9366      1.578     0.6186      1.212         13        640:  95%|█████████▌| 494/519 [03:47<00:13,  1.80it/s]
      43/80      0.94G     0.9366      1.578     0.6186      1.212         13        640:  95%|█████████▌| 495/519 [03:47<00:11,  2.18it/s]
      43/80      0.94G     0.9366      1.578     0.6187      1.212          9        640:  95%|█████████▌| 495/519 [03:48<00:11,  2.18it/s]
      43/80      0.94G     0.9366      1.578     0.6187      1.212          9        640:  96%|█████████▌| 496/519 [03:48<00:08,  2.56it/s]
      43/80      0.94G     0.9362      1.578     0.6187      1.212          7        640:  96%|█████████▌| 496/519 [03:49<00:08,  2.56it/s]
      43/80      0.94G     0.9362      1.578     0.6187      1.212          7        640:  96%|█████████▌| 497/519 [03:49<00:14,  1.55it/s]
      43/80      0.94G     0.9366      1.577     0.6187      1.212          8        640:  96%|█████████▌| 497/519 [03:49<00:14,  1.55it/s]
      43/80      0.94G     0.9366      1.577     0.6187      1.212          8        640:  96%|█████████▌| 498/519 [03:49<00:11,  1.91it/s]
      43/80      0.94G     0.9363      1.577     0.6186      1.212         10        640:  96%|█████████▌| 498/519 [03:50<00:11,  1.91it/s]
      43/80      0.94G     0.9363      1.577     0.6186      1.212         10        640:  96%|█████████▌| 499/519 [03:50<00:09,  2.11it/s]
      43/80      0.94G     0.9362      1.577     0.6184      1.212         12        640:  96%|█████████▌| 499/519 [03:50<00:09,  2.11it/s]
      43/80      0.94G     0.9362      1.577     0.6184      1.212         12        640:  96%|█████████▋| 500/519 [03:50<00:07,  2.56it/s]
      43/80      0.94G     0.9361      1.579     0.6187      1.212          9        640:  96%|█████████▋| 500/519 [03:51<00:07,  2.56it/s]
      43/80      0.94G     0.9361      1.579     0.6187      1.212          9        640:  97%|█████████▋| 501/519 [03:51<00:12,  1.45it/s]
      43/80      0.94G     0.9363      1.579     0.6186      1.212         15        640:  97%|█████████▋| 501/519 [03:51<00:12,  1.45it/s]
      43/80      0.94G     0.9363      1.579     0.6186      1.212         15        640:  97%|█████████▋| 502/519 [03:51<00:09,  1.80it/s]
      43/80      0.94G     0.9365       1.58     0.6185      1.212          9        640:  97%|█████████▋| 502/519 [03:52<00:09,  1.80it/s]
      43/80      0.94G     0.9365       1.58     0.6185      1.212          9        640:  97%|█████████▋| 503/519 [03:52<00:07,  2.10it/s]
      43/80      0.94G      0.936       1.58     0.6186      1.212         10        640:  97%|█████████▋| 503/519 [03:52<00:07,  2.10it/s]
      43/80      0.94G      0.936       1.58     0.6186      1.212         10        640:  97%|█████████▋| 504/519 [03:52<00:06,  2.48it/s]
      43/80      0.94G     0.9359       1.58     0.6184      1.212          6        640:  97%|█████████▋| 504/519 [03:53<00:06,  2.48it/s]
      43/80      0.94G     0.9359       1.58     0.6184      1.212          6        640:  97%|█████████▋| 505/519 [03:53<00:08,  1.60it/s]
      43/80      0.94G     0.9355       1.58     0.6181      1.212         10        640:  97%|█████████▋| 505/519 [03:53<00:08,  1.60it/s]
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      43/80      0.94G     0.9355      1.579      0.618      1.212         11        640:  97%|█████████▋| 506/519 [03:54<00:06,  1.96it/s]
      43/80      0.94G     0.9355      1.579      0.618      1.212         11        640:  98%|█████████▊| 507/519 [03:54<00:05,  2.12it/s]
      43/80      0.94G     0.9361       1.58     0.6184      1.212          8        640:  98%|█████████▊| 507/519 [03:54<00:05,  2.12it/s]
      43/80      0.94G     0.9361       1.58     0.6184      1.212          8        640:  98%|█████████▊| 508/519 [03:54<00:04,  2.48it/s]
      43/80      0.94G     0.9361      1.579     0.6181      1.212          8        640:  98%|█████████▊| 508/519 [03:55<00:04,  2.48it/s]
      43/80      0.94G     0.9361      1.579     0.6181      1.212          8        640:  98%|█████████▊| 509/519 [03:55<00:05,  1.73it/s]
      43/80      0.94G     0.9359      1.579     0.6188      1.212         11        640:  98%|█████████▊| 509/519 [03:55<00:05,  1.73it/s]
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      43/80      0.94G     0.9358      1.579     0.6188      1.211         14        640:  98%|█████████▊| 510/519 [03:55<00:04,  2.10it/s]
      43/80      0.94G     0.9358      1.579     0.6188      1.211         14        640:  98%|█████████▊| 511/519 [03:55<00:03,  2.49it/s]
      43/80      0.94G     0.9358       1.58     0.6189      1.211         11        640:  98%|█████████▊| 511/519 [03:56<00:03,  2.49it/s]
      43/80      0.94G     0.9358       1.58     0.6189      1.211         11        640:  99%|█████████▊| 512/519 [03:56<00:02,  2.89it/s]
      43/80      0.94G     0.9355      1.579     0.6187      1.211         10        640:  99%|█████████▊| 512/519 [03:56<00:02,  2.89it/s]
      43/80      0.94G     0.9355      1.579     0.6187      1.211         10        640:  99%|█████████▉| 513/519 [03:56<00:02,  2.18it/s]
      43/80      0.94G      0.936       1.58     0.6189      1.211          9        640:  99%|█████████▉| 513/519 [03:56<00:02,  2.18it/s]
      43/80      0.94G      0.936       1.58     0.6189      1.211          9        640:  99%|█████████▉| 514/519 [03:56<00:01,  2.66it/s]
      43/80      0.94G     0.9367       1.58     0.6194      1.212          8        640:  99%|█████████▉| 514/519 [03:57<00:01,  2.66it/s]
      43/80      0.94G     0.9367       1.58     0.6194      1.212          8        640:  99%|█████████▉| 515/519 [03:57<00:01,  3.15it/s]
      43/80      0.94G     0.9365      1.579     0.6191      1.211          8        640:  99%|█████████▉| 515/519 [03:57<00:01,  3.15it/s]
      43/80      0.94G     0.9365      1.579     0.6191      1.211          8        640:  99%|█████████▉| 516/519 [03:57<00:00,  3.80it/s]
      43/80      0.94G     0.9363      1.579      0.619      1.211          9        640:  99%|█████████▉| 516/519 [03:57<00:00,  3.80it/s]
      43/80      0.94G     0.9363      1.579      0.619      1.211          9        640: 100%|█████████▉| 517/519 [03:57<00:00,  3.59it/s]
      43/80      0.94G     0.9366      1.579      0.619      1.211         13        640: 100%|█████████▉| 517/519 [03:57<00:00,  3.59it/s]
      43/80      0.94G     0.9365      1.578     0.6189      1.211          7        640: 100%|█████████▉| 517/519 [03:57<00:00,  3.59it/s]
      43/80      0.94G     0.9365      1.578     0.6189      1.211          7        640: 100%|██████████| 519/519 [03:57<00:00,  5.40it/s]
      43/80      0.94G     0.9365      1.578     0.6189      1.211          7        640: 100%|██████████| 519/519 [03:57<00:00,  2.18it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:41,  6.28s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:55,  2.78s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:06<01:42,  1.66s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:11,  1.17s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:56,  1.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:49,  1.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:42,  1.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:37,  1.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:09<00:32,  1.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:27,  2.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:24,  2.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:24,  2.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:24,  2.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:24,  2.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:25,  1.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:24,  1.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:24,  1.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:25,  1.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:25,  1.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:23,  1.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  2.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:17,  2.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:17<00:14,  2.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:18<00:04,  6.40it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  7.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:04,  6.42it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:04,  6.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  6.84it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:04,  6.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:20<00:03,  6.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.31it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  7.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:21<00:01,  7.42it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  82%|████████▏ | 53/65 [00:21<00:01,  8.50it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  9.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.47it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.82it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.79it/s]
+                   all        519        519      0.972      0.949      0.982      0.749      0.978      0.952      0.987      0.723
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
      44/80      0.94G     0.7808      1.791     0.4555      1.255          7        640:   0%|          | 0/519 [00:02<?, ?it/s]
      44/80      0.94G     0.7808      1.791     0.4555      1.255          7        640:   0%|          | 1/519 [00:02<23:18,  2.70s/it]
      44/80      0.94G     0.9837      1.699      0.487      1.304          9        640:   0%|          | 1/519 [00:02<23:18,  2.70s/it]
      44/80      0.94G     0.9837      1.699      0.487      1.304          9        640:   0%|          | 2/519 [00:02<10:42,  1.24s/it]
      44/80      0.94G      1.068      1.563     0.5695       1.26          7        640:   0%|          | 2/519 [00:03<10:42,  1.24s/it]
      44/80      0.94G      1.068      1.563     0.5695       1.26          7        640:   1%|          | 3/519 [00:03<06:42,  1.28it/s]
      44/80      0.94G      1.082      1.544     0.6231      1.298         10        640:   1%|          | 3/519 [00:03<06:42,  1.28it/s]
      44/80      0.94G      1.082      1.544     0.6231      1.298         10        640:   1%|          | 4/519 [00:03<04:51,  1.77it/s]
      44/80      0.94G     0.9887       1.51     0.6149      1.284          6        640:   1%|          | 4/519 [00:04<04:51,  1.77it/s]
      44/80      0.94G     0.9887       1.51     0.6149      1.284          6        640:   1%|          | 5/519 [00:04<06:52,  1.25it/s]
      44/80      0.94G     0.9397       1.48       0.59       1.25         13        640:   1%|          | 5/519 [00:04<06:52,  1.25it/s]
      44/80      0.94G     0.9397       1.48       0.59       1.25         13        640:   1%|          | 6/519 [00:04<05:14,  1.63it/s]
      44/80      0.94G     0.9183       1.44     0.5775      1.231         11        640:   1%|          | 6/519 [00:05<05:14,  1.63it/s]
      44/80      0.94G     0.9183       1.44     0.5775      1.231         11        640:   1%|▏         | 7/519 [00:05<04:11,  2.04it/s]
      44/80      0.94G     0.9216      1.484     0.5984      1.275          6        640:   1%|▏         | 7/519 [00:05<04:11,  2.04it/s]
      44/80      0.94G     0.9216      1.484     0.5984      1.275          6        640:   2%|▏         | 8/519 [00:05<03:30,  2.42it/s]
      44/80      0.94G     0.9156      1.505     0.6027      1.264         14        640:   2%|▏         | 8/519 [00:06<03:30,  2.42it/s]
      44/80      0.94G     0.9156      1.505     0.6027      1.264         14        640:   2%|▏         | 9/519 [00:06<05:40,  1.50it/s]
      44/80      0.94G     0.9096      1.523     0.5924      1.249         12        640:   2%|▏         | 9/519 [00:06<05:40,  1.50it/s]
      44/80      0.94G     0.9096      1.523     0.5924      1.249         12        640:   2%|▏         | 10/519 [00:06<04:26,  1.91it/s]
      44/80      0.94G     0.8934      1.543     0.5912      1.232         12        640:   2%|▏         | 10/519 [00:07<04:26,  1.91it/s]
      44/80      0.94G     0.8934      1.543     0.5912      1.232         12        640:   2%|▏         | 11/519 [00:07<04:18,  1.97it/s]
      44/80      0.94G     0.9189      1.585     0.6161      1.249          6        640:   2%|▏         | 11/519 [00:07<04:18,  1.97it/s]
      44/80      0.94G     0.9189      1.585     0.6161      1.249          6        640:   2%|▏         | 12/519 [00:07<03:45,  2.24it/s]
      44/80      0.94G     0.9147      1.581     0.6361      1.249          9        640:   2%|▏         | 12/519 [00:08<03:45,  2.24it/s]
      44/80      0.94G     0.9147      1.581     0.6361      1.249          9        640:   3%|▎         | 13/519 [00:08<05:56,  1.42it/s]
      44/80      0.94G     0.9157      1.563     0.6274       1.24          9        640:   3%|▎         | 13/519 [00:09<05:56,  1.42it/s]
      44/80      0.94G     0.9157      1.563     0.6274       1.24          9        640:   3%|▎         | 14/519 [00:09<04:46,  1.76it/s]
      44/80      0.94G     0.9173      1.552     0.6229      1.228         13        640:   3%|▎         | 14/519 [00:09<04:46,  1.76it/s]
      44/80      0.94G     0.9173      1.552     0.6229      1.228         13        640:   3%|▎         | 15/519 [00:09<03:51,  2.18it/s]
      44/80      0.94G     0.9068      1.524     0.6124      1.221          8        640:   3%|▎         | 15/519 [00:09<03:51,  2.18it/s]
      44/80      0.94G     0.9068      1.524     0.6124      1.221          8        640:   3%|▎         | 16/519 [00:09<03:23,  2.48it/s]
      44/80      0.94G     0.8981      1.529     0.6077      1.215         10        640:   3%|▎         | 16/519 [00:10<03:23,  2.48it/s]
      44/80      0.94G     0.8981      1.529     0.6077      1.215         10        640:   3%|▎         | 17/519 [00:10<04:45,  1.76it/s]
      44/80      0.94G     0.9108      1.548     0.6239      1.221          9        640:   3%|▎         | 17/519 [00:10<04:45,  1.76it/s]
      44/80      0.94G     0.9108      1.548     0.6239      1.221          9        640:   3%|▎         | 18/519 [00:10<03:51,  2.16it/s]
      44/80      0.94G     0.9076       1.54     0.6195       1.22          8        640:   3%|▎         | 18/519 [00:10<03:51,  2.16it/s]
      44/80      0.94G     0.9076       1.54     0.6195       1.22          8        640:   4%|▎         | 19/519 [00:10<03:11,  2.61it/s]
      44/80      0.94G     0.9051      1.549      0.637      1.223         10        640:   4%|▎         | 19/519 [00:11<03:11,  2.61it/s]
      44/80      0.94G     0.9051      1.549      0.637      1.223         10        640:   4%|▍         | 20/519 [00:11<02:46,  2.99it/s]
      44/80      0.94G     0.9046      1.541     0.6294      1.214         15        640:   4%|▍         | 20/519 [00:12<02:46,  2.99it/s]
      44/80      0.94G     0.9046      1.541     0.6294      1.214         15        640:   4%|▍         | 21/519 [00:12<05:19,  1.56it/s]
      44/80      0.94G     0.9145      1.561     0.6354      1.221          9        640:   4%|▍         | 21/519 [00:12<05:19,  1.56it/s]
      44/80      0.94G     0.9145      1.561     0.6354      1.221          9        640:   4%|▍         | 22/519 [00:12<04:24,  1.88it/s]
      44/80      0.94G      0.929      1.576     0.6411       1.23         10        640:   4%|▍         | 22/519 [00:13<04:24,  1.88it/s]
      44/80      0.94G      0.929      1.576     0.6411       1.23         10        640:   4%|▍         | 23/519 [00:13<03:44,  2.21it/s]
      44/80      0.94G     0.9158      1.568     0.6291      1.219          8        640:   4%|▍         | 23/519 [00:13<03:44,  2.21it/s]
      44/80      0.94G     0.9158      1.568     0.6291      1.219          8        640:   5%|▍         | 24/519 [00:13<03:05,  2.67it/s]
      44/80      0.94G      0.929      1.581     0.6342      1.228          9        640:   5%|▍         | 24/519 [00:14<03:05,  2.67it/s]
      44/80      0.94G      0.929      1.581     0.6342      1.228          9        640:   5%|▍         | 25/519 [00:14<04:07,  1.99it/s]
      44/80      0.94G     0.9451      1.589     0.6413      1.245         11        640:   5%|▍         | 25/519 [00:14<04:07,  1.99it/s]
      44/80      0.94G     0.9451      1.589     0.6413      1.245         11        640:   5%|▌         | 26/519 [00:14<03:23,  2.42it/s]
      44/80      0.94G     0.9328      1.576     0.6338      1.237         11        640:   5%|▌         | 26/519 [00:14<03:23,  2.42it/s]
      44/80      0.94G     0.9328      1.576     0.6338      1.237         11        640:   5%|▌         | 27/519 [00:14<02:57,  2.78it/s]
      44/80      0.94G     0.9491      1.577     0.6338      1.252          9        640:   5%|▌         | 27/519 [00:14<02:57,  2.78it/s]
      44/80      0.94G     0.9491      1.577     0.6338      1.252          9        640:   5%|▌         | 28/519 [00:14<02:43,  2.99it/s]
      44/80      0.94G     0.9497      1.573     0.6327      1.249         12        640:   5%|▌         | 28/519 [00:16<02:43,  2.99it/s]
      44/80      0.94G     0.9497      1.573     0.6327      1.249         12        640:   6%|▌         | 29/519 [00:16<05:30,  1.48it/s]
      44/80      0.94G     0.9542      1.604     0.6493      1.248          8        640:   6%|▌         | 29/519 [00:16<05:30,  1.48it/s]
      44/80      0.94G     0.9542      1.604     0.6493      1.248          8        640:   6%|▌         | 30/519 [00:16<04:30,  1.81it/s]
      44/80      0.94G     0.9555       1.63     0.6469       1.25         10        640:   6%|▌         | 30/519 [00:16<04:30,  1.81it/s]
      44/80      0.94G     0.9555       1.63     0.6469       1.25         10        640:   6%|▌         | 31/519 [00:16<03:41,  2.20it/s]
      44/80      0.94G     0.9513      1.638     0.6432      1.246          6        640:   6%|▌         | 31/519 [00:17<03:41,  2.20it/s]
      44/80      0.94G     0.9513      1.638     0.6432      1.246          6        640:   6%|▌         | 32/519 [00:17<03:19,  2.44it/s]
      44/80      0.94G     0.9476       1.63     0.6391      1.245         10        640:   6%|▌         | 32/519 [00:17<03:19,  2.44it/s]
      44/80      0.94G     0.9476       1.63     0.6391      1.245         10        640:   6%|▋         | 33/519 [00:17<04:28,  1.81it/s]
      44/80      0.94G     0.9491      1.634     0.6344      1.244         11        640:   6%|▋         | 33/519 [00:18<04:28,  1.81it/s]
      44/80      0.94G     0.9491      1.634     0.6344      1.244         11        640:   7%|▋         | 34/519 [00:18<03:41,  2.19it/s]
      44/80      0.94G     0.9413      1.612     0.6266      1.237         10        640:   7%|▋         | 34/519 [00:18<03:41,  2.19it/s]
      44/80      0.94G     0.9413      1.612     0.6266      1.237         10        640:   7%|▋         | 35/519 [00:18<03:05,  2.60it/s]
      44/80      0.94G     0.9377      1.604      0.622      1.237         14        640:   7%|▋         | 35/519 [00:18<03:05,  2.60it/s]
      44/80      0.94G     0.9377      1.604      0.622      1.237         14        640:   7%|▋         | 36/519 [00:18<02:59,  2.68it/s]
      44/80      0.94G     0.9379      1.604     0.6245      1.238          7        640:   7%|▋         | 36/519 [00:19<02:59,  2.68it/s]
      44/80      0.94G     0.9379      1.604     0.6245      1.238          7        640:   7%|▋         | 37/519 [00:19<03:36,  2.22it/s]
      44/80      0.94G     0.9521      1.607     0.6315      1.241          6        640:   7%|▋         | 37/519 [00:19<03:36,  2.22it/s]
      44/80      0.94G     0.9521      1.607     0.6315      1.241          6        640:   7%|▋         | 38/519 [00:19<03:13,  2.49it/s]
      44/80      0.94G     0.9433      1.597     0.6268      1.238          7        640:   7%|▋         | 38/519 [00:19<03:13,  2.49it/s]
      44/80      0.94G     0.9433      1.597     0.6268      1.238          7        640:   8%|▊         | 39/519 [00:19<02:50,  2.82it/s]
      44/80      0.94G     0.9419      1.588     0.6211       1.24          8        640:   8%|▊         | 39/519 [00:21<02:50,  2.82it/s]
      44/80      0.94G     0.9419      1.588     0.6211       1.24          8        640:   8%|▊         | 40/519 [00:21<04:40,  1.71it/s]
      44/80      0.94G     0.9444      1.586     0.6236       1.24          9        640:   8%|▊         | 40/519 [00:21<04:40,  1.71it/s]
      44/80      0.94G     0.9444      1.586     0.6236       1.24          9        640:   8%|▊         | 41/519 [00:21<04:05,  1.94it/s]
      44/80      0.94G     0.9486      1.575     0.6236       1.24          8        640:   8%|▊         | 41/519 [00:21<04:05,  1.94it/s]
      44/80      0.94G     0.9486      1.575     0.6236       1.24          8        640:   8%|▊         | 42/519 [00:21<03:21,  2.37it/s]
      44/80      0.94G      0.946      1.577     0.6248      1.237         12        640:   8%|▊         | 42/519 [00:21<03:21,  2.37it/s]
      44/80      0.94G      0.946      1.577     0.6248      1.237         12        640:   8%|▊         | 43/519 [00:21<02:55,  2.71it/s]
      44/80      0.94G     0.9447      1.575     0.6222      1.233         14        640:   8%|▊         | 43/519 [00:23<02:55,  2.71it/s]
      44/80      0.94G     0.9447      1.575     0.6222      1.233         14        640:   8%|▊         | 44/519 [00:23<05:09,  1.54it/s]
      44/80      0.94G     0.9452      1.573     0.6202       1.23         10        640:   8%|▊         | 44/519 [00:23<05:09,  1.54it/s]
      44/80      0.94G     0.9452      1.573     0.6202       1.23         10        640:   9%|▊         | 45/519 [00:23<04:19,  1.83it/s]
      44/80      0.94G     0.9445      1.571     0.6198       1.23         12        640:   9%|▊         | 45/519 [00:23<04:19,  1.83it/s]
      44/80      0.94G     0.9445      1.571     0.6198       1.23         12        640:   9%|▉         | 46/519 [00:23<03:28,  2.26it/s]
      44/80      0.94G     0.9373      1.562     0.6168      1.225         10        640:   9%|▉         | 46/519 [00:23<03:28,  2.26it/s]
      44/80      0.94G     0.9373      1.562     0.6168      1.225         10        640:   9%|▉         | 47/519 [00:23<02:55,  2.68it/s]
      44/80      0.94G     0.9362      1.566     0.6145      1.224         12        640:   9%|▉         | 47/519 [00:24<02:55,  2.68it/s]
      44/80      0.94G     0.9362      1.566     0.6145      1.224         12        640:   9%|▉         | 48/519 [00:24<04:41,  1.67it/s]
      44/80      0.94G     0.9372      1.573     0.6129      1.222         12        640:   9%|▉         | 48/519 [00:25<04:41,  1.67it/s]
      44/80      0.94G     0.9372      1.573     0.6129      1.222         12        640:   9%|▉         | 49/519 [00:25<04:21,  1.80it/s]
      44/80      0.94G     0.9317      1.566     0.6091       1.22          9        640:   9%|▉         | 49/519 [00:25<04:21,  1.80it/s]
      44/80      0.94G     0.9317      1.566     0.6091       1.22          9        640:  10%|▉         | 50/519 [00:25<03:30,  2.23it/s]
      44/80      0.94G     0.9322      1.569     0.6119      1.218          9        640:  10%|▉         | 50/519 [00:25<03:30,  2.23it/s]
      44/80      0.94G     0.9322      1.569     0.6119      1.218          9        640:  10%|▉         | 51/519 [00:25<03:05,  2.53it/s]
      44/80      0.94G     0.9341      1.575     0.6174      1.219          9        640:  10%|▉         | 51/519 [00:26<03:05,  2.53it/s]
      44/80      0.94G     0.9341      1.575     0.6174      1.219          9        640:  10%|█         | 52/519 [00:26<02:50,  2.73it/s]
      44/80      0.94G     0.9393      1.575     0.6194      1.219         12        640:  10%|█         | 52/519 [00:26<02:50,  2.73it/s]
      44/80      0.94G     0.9393      1.575     0.6194      1.219         12        640:  10%|█         | 53/519 [00:26<03:47,  2.05it/s]
      44/80      0.94G     0.9365      1.571     0.6173      1.217          9        640:  10%|█         | 53/519 [00:27<03:47,  2.05it/s]
      44/80      0.94G     0.9365      1.571     0.6173      1.217          9        640:  10%|█         | 54/519 [00:27<03:02,  2.55it/s]
      44/80      0.94G     0.9317      1.563     0.6153      1.213         14        640:  10%|█         | 54/519 [00:27<03:02,  2.55it/s]
      44/80      0.94G     0.9317      1.563     0.6153      1.213         14        640:  11%|█         | 55/519 [00:27<02:40,  2.89it/s]
      44/80      0.94G     0.9267      1.565     0.6141       1.21          7        640:  11%|█         | 55/519 [00:27<02:40,  2.89it/s]
      44/80      0.94G     0.9267      1.565     0.6141       1.21          7        640:  11%|█         | 56/519 [00:27<02:24,  3.20it/s]
      44/80      0.94G      0.927      1.562     0.6125      1.212          9        640:  11%|█         | 56/519 [00:28<02:24,  3.20it/s]
      44/80      0.94G      0.927      1.562     0.6125      1.212          9        640:  11%|█         | 57/519 [00:28<03:37,  2.12it/s]
      44/80      0.94G     0.9308      1.566     0.6152      1.212         12        640:  11%|█         | 57/519 [00:28<03:37,  2.12it/s]
      44/80      0.94G     0.9308      1.566     0.6152      1.212         12        640:  11%|█         | 58/519 [00:28<03:00,  2.56it/s]
      44/80      0.94G     0.9359      1.566     0.6142      1.217          9        640:  11%|█         | 58/519 [00:28<03:00,  2.56it/s]
      44/80      0.94G     0.9359      1.566     0.6142      1.217          9        640:  11%|█▏        | 59/519 [00:28<02:39,  2.89it/s]
      44/80      0.94G     0.9377      1.561     0.6153       1.22          9        640:  11%|█▏        | 59/519 [00:29<02:39,  2.89it/s]
      44/80      0.94G     0.9377      1.561     0.6153       1.22          9        640:  12%|█▏        | 60/519 [00:29<02:33,  2.99it/s]
      44/80      0.94G     0.9389      1.561     0.6164       1.22         10        640:  12%|█▏        | 60/519 [00:30<02:33,  2.99it/s]
      44/80      0.94G     0.9389      1.561     0.6164       1.22         10        640:  12%|█▏        | 61/519 [00:30<03:45,  2.03it/s]
      44/80      0.94G     0.9455       1.57     0.6196      1.222         12        640:  12%|█▏        | 61/519 [00:30<03:45,  2.03it/s]
      44/80      0.94G     0.9455       1.57     0.6196      1.222         12        640:  12%|█▏        | 62/519 [00:30<03:05,  2.47it/s]
      44/80      0.94G     0.9443      1.564     0.6191      1.221         14        640:  12%|█▏        | 62/519 [00:30<03:05,  2.47it/s]
      44/80      0.94G     0.9443      1.564     0.6191      1.221         14        640:  12%|█▏        | 63/519 [00:30<02:41,  2.83it/s]
      44/80      0.94G     0.9443      1.564     0.6205       1.22         12        640:  12%|█▏        | 63/519 [00:31<02:41,  2.83it/s]
      44/80      0.94G     0.9443      1.564     0.6205       1.22         12        640:  12%|█▏        | 64/519 [00:31<03:05,  2.45it/s]
      44/80      0.94G      0.945      1.564     0.6185      1.221         15        640:  12%|█▏        | 64/519 [00:31<03:05,  2.45it/s]
      44/80      0.94G      0.945      1.564     0.6185      1.221         15        640:  13%|█▎        | 65/519 [00:31<02:56,  2.57it/s]
      44/80      0.94G     0.9465      1.572      0.621      1.222         11        640:  13%|█▎        | 65/519 [00:31<02:56,  2.57it/s]
      44/80      0.94G     0.9465      1.572      0.621      1.222         11        640:  13%|█▎        | 66/519 [00:31<02:35,  2.92it/s]
      44/80      0.94G     0.9461       1.57     0.6187      1.218          8        640:  13%|█▎        | 66/519 [00:31<02:35,  2.92it/s]
      44/80      0.94G     0.9461       1.57     0.6187      1.218          8        640:  13%|█▎        | 67/519 [00:31<02:20,  3.22it/s]
      44/80      0.94G     0.9454      1.569     0.6168      1.217         14        640:  13%|█▎        | 67/519 [00:33<02:20,  3.22it/s]
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      44/80      0.94G     0.9452      1.571     0.6163      1.217         12        640:  13%|█▎        | 68/519 [00:33<04:57,  1.52it/s]
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      44/80      0.94G     0.9473      1.574     0.6164      1.222          7        640:  13%|█▎        | 69/519 [00:33<03:59,  1.88it/s]
      44/80      0.94G     0.9473      1.574     0.6164      1.222          7        640:  13%|█▎        | 70/519 [00:33<03:23,  2.21it/s]
      44/80      0.94G     0.9473      1.571     0.6159      1.223          7        640:  13%|█▎        | 70/519 [00:34<03:23,  2.21it/s]
      44/80      0.94G     0.9473      1.571     0.6159      1.223          7        640:  14%|█▎        | 71/519 [00:34<02:50,  2.62it/s]
      44/80      0.94G      0.953      1.572      0.615      1.228          7        640:  14%|█▎        | 71/519 [00:35<02:50,  2.62it/s]
      44/80      0.94G      0.953      1.572      0.615      1.228          7        640:  14%|█▍        | 72/519 [00:35<05:03,  1.47it/s]
      44/80      0.94G     0.9536      1.576     0.6163       1.23         10        640:  14%|█▍        | 72/519 [00:35<05:03,  1.47it/s]
      44/80      0.94G     0.9536      1.576     0.6163       1.23         10        640:  14%|█▍        | 73/519 [00:35<03:54,  1.90it/s]
      44/80      0.94G     0.9563      1.581     0.6182      1.235         12        640:  14%|█▍        | 73/519 [00:35<03:54,  1.90it/s]
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      44/80      0.94G     0.9592      1.586     0.6196      1.236         13        640:  14%|█▍        | 74/519 [00:36<03:08,  2.37it/s]
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      44/80      0.94G     0.9602       1.59     0.6225      1.236         11        640:  14%|█▍        | 75/519 [00:37<02:50,  2.61it/s]
      44/80      0.94G     0.9602       1.59     0.6225      1.236         11        640:  15%|█▍        | 76/519 [00:37<05:09,  1.43it/s]
      44/80      0.94G      0.965      1.589     0.6233      1.238          8        640:  15%|█▍        | 76/519 [00:37<05:09,  1.43it/s]
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      44/80      0.94G     0.9633      1.582     0.6253      1.237         10        640:  15%|█▍        | 77/519 [00:37<04:04,  1.81it/s]
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      44/80      0.94G     0.9633       1.58     0.6266      1.239          7        640:  15%|█▌        | 78/519 [00:38<03:21,  2.19it/s]
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      44/80      0.94G     0.9598      1.579     0.6255      1.236          9        640:  15%|█▌        | 79/519 [00:39<02:56,  2.49it/s]
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      44/80      0.94G     0.9594      1.584     0.6249      1.236         10        640:  15%|█▌        | 80/519 [00:39<04:27,  1.64it/s]
      44/80      0.94G     0.9594      1.584     0.6249      1.236         10        640:  16%|█▌        | 81/519 [00:39<03:37,  2.02it/s]
      44/80      0.94G     0.9562      1.581      0.622      1.234         12        640:  16%|█▌        | 81/519 [00:39<03:37,  2.02it/s]
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      44/80      0.94G      0.954      1.576      0.627      1.235          8        640:  16%|█▋        | 85/519 [00:41<04:31,  1.60it/s]
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      44/80      0.94G     0.9457      1.598      0.629      1.238         13        640:  29%|██▉       | 153/519 [01:10<02:29,  2.46it/s]
      44/80      0.94G     0.9455      1.595     0.6287      1.237          9        640:  29%|██▉       | 153/519 [01:11<02:29,  2.46it/s]
      44/80      0.94G     0.9455      1.595     0.6287      1.237          9        640:  30%|██▉       | 154/519 [01:11<03:53,  1.57it/s]
      44/80      0.94G     0.9474      1.598     0.6298      1.239         12        640:  30%|██▉       | 154/519 [01:11<03:53,  1.57it/s]
      44/80      0.94G     0.9474      1.598     0.6298      1.239         12        640:  30%|██▉       | 155/519 [01:11<03:13,  1.88it/s]
      44/80      0.94G     0.9464      1.596     0.6293      1.239         12        640:  30%|██▉       | 155/519 [01:12<03:13,  1.88it/s]
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      44/80      0.94G     0.9487      1.596     0.6303      1.239         10        640:  30%|███       | 156/519 [01:12<02:44,  2.20it/s]
      44/80      0.94G     0.9487      1.596     0.6303      1.239         10        640:  30%|███       | 157/519 [01:12<02:42,  2.23it/s]
      44/80      0.94G     0.9495      1.595     0.6303       1.24         15        640:  30%|███       | 157/519 [01:13<02:42,  2.23it/s]
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      44/80      0.94G     0.9483      1.592      0.629      1.239          8        640:  30%|███       | 158/519 [01:13<03:32,  1.70it/s]
      44/80      0.94G     0.9483      1.592      0.629      1.239          8        640:  31%|███       | 159/519 [01:13<02:54,  2.06it/s]
      44/80      0.94G      0.947      1.588     0.6278      1.238         14        640:  31%|███       | 159/519 [01:14<02:54,  2.06it/s]
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      44/80      0.94G     0.9478      1.589     0.6276      1.239         13        640:  31%|███       | 160/519 [01:14<02:56,  2.03it/s]
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      44/80      0.94G     0.9477      1.588     0.6275      1.238         10        640:  31%|███       | 161/519 [01:14<02:55,  2.04it/s]
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      44/80      0.94G     0.9474      1.589     0.6273      1.238         13        640:  31%|███       | 162/519 [01:15<02:30,  2.38it/s]
      44/80      0.94G     0.9474      1.589     0.6273      1.238         13        640:  31%|███▏      | 163/519 [01:15<02:09,  2.75it/s]
      44/80      0.94G      0.945      1.586      0.626      1.236          9        640:  31%|███▏      | 163/519 [01:16<02:09,  2.75it/s]
      44/80      0.94G      0.945      1.586      0.626      1.236          9        640:  32%|███▏      | 164/519 [01:16<03:33,  1.66it/s]
      44/80      0.94G     0.9442      1.584     0.6254      1.235         10        640:  32%|███▏      | 164/519 [01:16<03:33,  1.66it/s]
      44/80      0.94G     0.9442      1.584     0.6254      1.235         10        640:  32%|███▏      | 165/519 [01:16<02:53,  2.04it/s]
      44/80      0.94G     0.9433      1.585      0.626      1.234         12        640:  32%|███▏      | 165/519 [01:16<02:53,  2.04it/s]
      44/80      0.94G     0.9433      1.585      0.626      1.234         12        640:  32%|███▏      | 166/519 [01:16<02:29,  2.37it/s]
      44/80      0.94G     0.9424      1.582     0.6246      1.234         11        640:  32%|███▏      | 166/519 [01:16<02:29,  2.37it/s]
      44/80      0.94G     0.9424      1.582     0.6246      1.234         11        640:  32%|███▏      | 167/519 [01:16<02:05,  2.81it/s]
      44/80      0.94G     0.9415      1.582     0.6243      1.233         13        640:  32%|███▏      | 167/519 [01:18<02:05,  2.81it/s]
      44/80      0.94G     0.9415      1.582     0.6243      1.233         13        640:  32%|███▏      | 168/519 [01:18<03:59,  1.47it/s]
      44/80      0.94G     0.9423      1.581     0.6247      1.233         10        640:  32%|███▏      | 168/519 [01:18<03:59,  1.47it/s]
      44/80      0.94G     0.9423      1.581     0.6247      1.233         10        640:  33%|███▎      | 169/519 [01:18<03:43,  1.57it/s]
      44/80      0.94G     0.9408      1.577     0.6237      1.232          9        640:  33%|███▎      | 169/519 [01:19<03:43,  1.57it/s]
      44/80      0.94G     0.9408      1.577     0.6237      1.232          9        640:  33%|███▎      | 170/519 [01:19<02:58,  1.96it/s]
      44/80      0.94G     0.9398      1.576     0.6227      1.232          8        640:  33%|███▎      | 170/519 [01:19<02:58,  1.96it/s]
      44/80      0.94G     0.9398      1.576     0.6227      1.232          8        640:  33%|███▎      | 171/519 [01:19<02:33,  2.27it/s]
      44/80      0.94G     0.9379      1.576     0.6226      1.231         11        640:  33%|███▎      | 171/519 [01:20<02:33,  2.27it/s]
      44/80      0.94G     0.9379      1.576     0.6226      1.231         11        640:  33%|███▎      | 172/519 [01:20<03:51,  1.50it/s]
      44/80      0.94G      0.937      1.574     0.6224       1.23         13        640:  33%|███▎      | 172/519 [01:20<03:51,  1.50it/s]
      44/80      0.94G      0.937      1.574     0.6224       1.23         13        640:  33%|███▎      | 173/519 [01:20<03:05,  1.87it/s]
      44/80      0.94G     0.9372      1.577     0.6228       1.23         12        640:  33%|███▎      | 173/519 [01:21<03:05,  1.87it/s]
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      44/80      0.94G     0.9408       1.58     0.6259      1.231          7        640:  34%|███▎      | 174/519 [01:21<02:31,  2.28it/s]
      44/80      0.94G     0.9408       1.58     0.6259      1.231          7        640:  34%|███▎      | 175/519 [01:21<02:13,  2.58it/s]
      44/80      0.94G     0.9395      1.578     0.6258      1.231          7        640:  34%|███▎      | 175/519 [01:22<02:13,  2.58it/s]
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      44/80      0.94G      0.939      1.577     0.6249      1.229         11        640:  34%|███▍      | 176/519 [01:22<03:36,  1.58it/s]
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      44/80      0.94G     0.9399      1.577     0.6242      1.229         15        640:  34%|███▍      | 178/519 [01:23<02:26,  2.33it/s]
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      44/80      0.94G     0.9407       1.58     0.6252       1.23          9        640:  34%|███▍      | 179/519 [01:23<02:01,  2.79it/s]
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      44/80      0.94G     0.9413      1.581      0.625      1.231         10        640:  35%|███▍      | 180/519 [01:24<02:36,  2.17it/s]
      44/80      0.94G     0.9413      1.581      0.625      1.231         10        640:  35%|███▍      | 181/519 [01:24<02:06,  2.67it/s]
      44/80      0.94G     0.9407      1.579     0.6246      1.231         11        640:  35%|███▍      | 181/519 [01:24<02:06,  2.67it/s]
      44/80      0.94G     0.9407      1.579     0.6246      1.231         11        640:  35%|███▌      | 182/519 [01:24<01:48,  3.12it/s]
      44/80      0.94G     0.9407      1.579     0.6252       1.23         12        640:  35%|███▌      | 182/519 [01:24<01:48,  3.12it/s]
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      44/80      0.94G     0.9412       1.58     0.6274       1.23          8        640:  35%|███▌      | 183/519 [01:25<01:40,  3.33it/s]
      44/80      0.94G     0.9412       1.58     0.6274       1.23          8        640:  35%|███▌      | 184/519 [01:25<03:01,  1.85it/s]
      44/80      0.94G     0.9406      1.579     0.6263      1.229         10        640:  35%|███▌      | 184/519 [01:25<03:01,  1.85it/s]
      44/80      0.94G     0.9406      1.579     0.6263      1.229         10        640:  36%|███▌      | 185/519 [01:25<02:31,  2.21it/s]
      44/80      0.94G     0.9409      1.579     0.6266      1.229          6        640:  36%|███▌      | 185/519 [01:26<02:31,  2.21it/s]
      44/80      0.94G     0.9409      1.579     0.6266      1.229          6        640:  36%|███▌      | 186/519 [01:26<02:09,  2.57it/s]
      44/80      0.94G     0.9416      1.577     0.6268       1.23          9        640:  36%|███▌      | 186/519 [01:26<02:09,  2.57it/s]
      44/80      0.94G     0.9416      1.577     0.6268       1.23          9        640:  36%|███▌      | 187/519 [01:26<01:52,  2.95it/s]
      44/80      0.94G     0.9414      1.577     0.6273      1.229         11        640:  36%|███▌      | 187/519 [01:27<01:52,  2.95it/s]
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      44/80      0.94G     0.9409      1.576     0.6269      1.229         14        640:  36%|███▌      | 188/519 [01:27<02:58,  1.85it/s]
      44/80      0.94G     0.9409      1.576     0.6269      1.229         14        640:  36%|███▋      | 189/519 [01:27<02:28,  2.22it/s]
      44/80      0.94G     0.9413      1.574      0.626       1.23          7        640:  36%|███▋      | 189/519 [01:27<02:28,  2.22it/s]
      44/80      0.94G     0.9413      1.574      0.626       1.23          7        640:  37%|███▋      | 190/519 [01:27<02:04,  2.64it/s]
      44/80      0.94G     0.9406      1.575     0.6258      1.229         12        640:  37%|███▋      | 190/519 [01:28<02:04,  2.64it/s]
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      44/80      0.94G       0.94      1.574     0.6248      1.228         11        640:  37%|███▋      | 191/519 [01:29<01:48,  3.03it/s]
      44/80      0.94G       0.94      1.574     0.6248      1.228         11        640:  37%|███▋      | 192/519 [01:29<02:56,  1.85it/s]
      44/80      0.94G     0.9406      1.574     0.6269      1.229          8        640:  37%|███▋      | 192/519 [01:29<02:56,  1.85it/s]
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      44/80      0.94G     0.9398      1.574     0.6264      1.228         11        640:  37%|███▋      | 193/519 [01:29<02:26,  2.22it/s]
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      44/80      0.94G     0.9398      1.577     0.6258      1.228         10        640:  37%|███▋      | 194/519 [01:29<02:05,  2.59it/s]
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      44/80      0.94G     0.9404      1.581     0.6264      1.228          9        640:  38%|███▊      | 195/519 [01:31<01:56,  2.78it/s]
      44/80      0.94G     0.9404      1.581     0.6264      1.228          9        640:  38%|███▊      | 196/519 [01:31<03:25,  1.57it/s]
      44/80      0.94G     0.9394      1.582     0.6263      1.227          9        640:  38%|███▊      | 196/519 [01:31<03:25,  1.57it/s]
      44/80      0.94G     0.9394      1.582     0.6263      1.227          9        640:  38%|███▊      | 197/519 [01:31<02:45,  1.95it/s]
      44/80      0.94G      0.939      1.581     0.6261      1.227          9        640:  38%|███▊      | 197/519 [01:31<02:45,  1.95it/s]
      44/80      0.94G      0.939      1.581     0.6261      1.227          9        640:  38%|███▊      | 198/519 [01:31<02:16,  2.36it/s]
      44/80      0.94G     0.9405      1.582     0.6273      1.228         11        640:  38%|███▊      | 198/519 [01:31<02:16,  2.36it/s]
      44/80      0.94G     0.9405      1.582     0.6273      1.228         11        640:  38%|███▊      | 199/519 [01:31<01:56,  2.75it/s]
      44/80      0.94G     0.9401      1.581      0.627      1.227         14        640:  38%|███▊      | 199/519 [01:33<01:56,  2.75it/s]
      44/80      0.94G     0.9401      1.581      0.627      1.227         14        640:  39%|███▊      | 200/519 [01:33<03:34,  1.49it/s]
      44/80      0.94G     0.9399      1.579     0.6262      1.226         12        640:  39%|███▊      | 200/519 [01:33<03:34,  1.49it/s]
      44/80      0.94G     0.9399      1.579     0.6262      1.226         12        640:  39%|███▊      | 201/519 [01:33<02:44,  1.93it/s]
      44/80      0.94G     0.9398      1.577     0.6258      1.226         11        640:  39%|███▊      | 201/519 [01:33<02:44,  1.93it/s]
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      44/80      0.94G     0.9419      1.577     0.6283      1.228         10        640:  39%|███▉      | 202/519 [01:33<02:14,  2.35it/s]
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      44/80      0.94G     0.9422      1.576     0.6286      1.228          8        640:  39%|███▉      | 203/519 [01:34<01:52,  2.81it/s]
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      44/80      0.94G     0.9437      1.576     0.6292       1.23          9        640:  39%|███▉      | 204/519 [01:35<03:05,  1.70it/s]
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      44/80      0.94G     0.9424      1.573      0.629      1.229         11        640:  39%|███▉      | 205/519 [01:35<02:33,  2.05it/s]
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      44/80      0.94G     0.9425      1.574     0.6284       1.23          9        640:  40%|███▉      | 206/519 [01:35<02:04,  2.52it/s]
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      44/80      0.94G      0.941       1.57     0.6275      1.229         10        640:  40%|███▉      | 207/519 [01:37<01:45,  2.97it/s]
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      44/80      0.94G      0.941      1.571     0.6279      1.229         12        640:  40%|████      | 208/519 [01:37<03:39,  1.42it/s]
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      44/80      0.94G     0.9406      1.571     0.6279      1.229         12        640:  40%|████      | 209/519 [01:37<02:51,  1.80it/s]
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      44/80      0.94G     0.9416      1.572     0.6278      1.229         14        640:  40%|████      | 210/519 [01:37<02:18,  2.23it/s]
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      44/80      0.94G      0.942      1.573      0.628      1.229          8        640:  41%|████      | 211/519 [01:38<01:57,  2.61it/s]
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      44/80      0.94G     0.9414      1.573     0.6273      1.228          9        640:  41%|████      | 212/519 [01:38<02:36,  1.96it/s]
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      44/80      0.94G     0.9426      1.575      0.629       1.23          6        640:  41%|████      | 213/519 [01:39<02:12,  2.31it/s]
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      44/80      0.94G     0.9433      1.576     0.6289      1.231          6        640:  41%|████      | 214/519 [01:39<01:53,  2.69it/s]
      44/80      0.94G     0.9433      1.576     0.6289      1.231          6        640:  41%|████▏     | 215/519 [01:39<01:38,  3.09it/s]
      44/80      0.94G     0.9442      1.573     0.6286      1.232          7        640:  41%|████▏     | 215/519 [01:40<01:38,  3.09it/s]
      44/80      0.94G     0.9442      1.573     0.6286      1.232          7        640:  42%|████▏     | 216/519 [01:40<02:58,  1.69it/s]
      44/80      0.94G     0.9439      1.573     0.6278      1.231         11        640:  42%|████▏     | 216/519 [01:40<02:58,  1.69it/s]
      44/80      0.94G     0.9439      1.573     0.6278      1.231         11        640:  42%|████▏     | 217/519 [01:40<02:27,  2.04it/s]
      44/80      0.94G     0.9436       1.57     0.6275       1.23          7        640:  42%|████▏     | 217/519 [01:40<02:27,  2.04it/s]
      44/80      0.94G     0.9436       1.57     0.6275       1.23          7        640:  42%|████▏     | 218/519 [01:40<01:59,  2.53it/s]
      44/80      0.94G     0.9436       1.57     0.6267       1.23         13        640:  42%|████▏     | 218/519 [01:41<01:59,  2.53it/s]
      44/80      0.94G     0.9436       1.57     0.6267       1.23         13        640:  42%|████▏     | 219/519 [01:41<01:52,  2.66it/s]
      44/80      0.94G     0.9439       1.57     0.6265       1.23         13        640:  42%|████▏     | 219/519 [01:42<01:52,  2.66it/s]
      44/80      0.94G     0.9439       1.57     0.6265       1.23         13        640:  42%|████▏     | 220/519 [01:42<02:39,  1.87it/s]
      44/80      0.94G     0.9441       1.57     0.6265       1.23          9        640:  42%|████▏     | 220/519 [01:42<02:39,  1.87it/s]
      44/80      0.94G     0.9441       1.57     0.6265       1.23          9        640:  43%|████▎     | 221/519 [01:42<02:19,  2.14it/s]
      44/80      0.94G     0.9445       1.57     0.6268       1.23         11        640:  43%|████▎     | 221/519 [01:42<02:19,  2.14it/s]
      44/80      0.94G     0.9445       1.57     0.6268       1.23         11        640:  43%|████▎     | 222/519 [01:42<01:59,  2.49it/s]
      44/80      0.94G     0.9439      1.569     0.6271       1.23         11        640:  43%|████▎     | 222/519 [01:42<01:59,  2.49it/s]
      44/80      0.94G     0.9439      1.569     0.6271       1.23         11        640:  43%|████▎     | 223/519 [01:42<01:42,  2.88it/s]
      44/80      0.94G      0.944      1.569     0.6277       1.23          9        640:  43%|████▎     | 223/519 [01:43<01:42,  2.88it/s]
      44/80      0.94G      0.944      1.569     0.6277       1.23          9        640:  43%|████▎     | 224/519 [01:43<01:56,  2.54it/s]
      44/80      0.94G     0.9441      1.573     0.6272       1.23         13        640:  43%|████▎     | 224/519 [01:44<01:56,  2.54it/s]
      44/80      0.94G     0.9441      1.573     0.6272       1.23         13        640:  43%|████▎     | 225/519 [01:44<03:08,  1.56it/s]
      44/80      0.94G     0.9431      1.571     0.6267      1.229         11        640:  43%|████▎     | 225/519 [01:44<03:08,  1.56it/s]
      44/80      0.94G     0.9431      1.571     0.6267      1.229         11        640:  44%|████▎     | 226/519 [01:44<02:32,  1.93it/s]
      44/80      0.94G      0.944      1.572     0.6261       1.23          8        640:  44%|████▎     | 226/519 [01:45<02:32,  1.93it/s]
      44/80      0.94G      0.944      1.572     0.6261       1.23          8        640:  44%|████▎     | 227/519 [01:45<02:06,  2.31it/s]
      44/80      0.94G     0.9437      1.572     0.6261       1.23         10        640:  44%|████▎     | 227/519 [01:45<02:06,  2.31it/s]
      44/80      0.94G     0.9437      1.572     0.6261       1.23         10        640:  44%|████▍     | 228/519 [01:45<01:50,  2.63it/s]
      44/80      0.94G     0.9428      1.571     0.6256      1.229          8        640:  44%|████▍     | 228/519 [01:46<01:50,  2.63it/s]
      44/80      0.94G     0.9428      1.571     0.6256      1.229          8        640:  44%|████▍     | 229/519 [01:46<02:32,  1.90it/s]
      44/80      0.94G     0.9425       1.57     0.6256      1.229         14        640:  44%|████▍     | 229/519 [01:46<02:32,  1.90it/s]
      44/80      0.94G     0.9425       1.57     0.6256      1.229         14        640:  44%|████▍     | 230/519 [01:46<02:02,  2.37it/s]
      44/80      0.94G     0.9427      1.568     0.6257      1.229         11        640:  44%|████▍     | 230/519 [01:46<02:02,  2.37it/s]
      44/80      0.94G     0.9427      1.568     0.6257      1.229         11        640:  45%|████▍     | 231/519 [01:46<01:50,  2.60it/s]
      44/80      0.94G     0.9425       1.57     0.6259      1.229         10        640:  45%|████▍     | 231/519 [01:47<01:50,  2.60it/s]
      44/80      0.94G     0.9425       1.57     0.6259      1.229         10        640:  45%|████▍     | 232/519 [01:47<02:29,  1.92it/s]
      44/80      0.94G     0.9426      1.572     0.6254      1.229         10        640:  45%|████▍     | 232/519 [01:47<02:29,  1.92it/s]
      44/80      0.94G     0.9426      1.572     0.6254      1.229         10        640:  45%|████▍     | 233/519 [01:47<01:59,  2.40it/s]
      44/80      0.94G     0.9414      1.573     0.6243      1.228         11        640:  45%|████▍     | 233/519 [01:47<01:59,  2.40it/s]
      44/80      0.94G     0.9414      1.573     0.6243      1.228         11        640:  45%|████▌     | 234/519 [01:47<01:46,  2.67it/s]
      44/80      0.94G     0.9409      1.572     0.6235      1.228         12        640:  45%|████▌     | 234/519 [01:48<01:46,  2.67it/s]
      44/80      0.94G     0.9409      1.572     0.6235      1.228         12        640:  45%|████▌     | 235/519 [01:48<01:35,  2.96it/s]
      44/80      0.94G     0.9418      1.576     0.6238      1.229         12        640:  45%|████▌     | 235/519 [01:49<01:35,  2.96it/s]
      44/80      0.94G     0.9418      1.576     0.6238      1.229         12        640:  45%|████▌     | 236/519 [01:49<03:34,  1.32it/s]
      44/80      0.94G     0.9408      1.576     0.6231      1.228          9        640:  45%|████▌     | 236/519 [01:50<03:34,  1.32it/s]
      44/80      0.94G     0.9408      1.576     0.6231      1.228          9        640:  46%|████▌     | 237/519 [01:50<02:46,  1.69it/s]
      44/80      0.94G     0.9417      1.578     0.6242      1.228         10        640:  46%|████▌     | 237/519 [01:50<02:46,  1.69it/s]
      44/80      0.94G     0.9417      1.578     0.6242      1.228         10        640:  46%|████▌     | 238/519 [01:50<02:14,  2.08it/s]
      44/80      0.94G     0.9412      1.577     0.6233      1.228          7        640:  46%|████▌     | 238/519 [01:50<02:14,  2.08it/s]
      44/80      0.94G     0.9412      1.577     0.6233      1.228          7        640:  46%|████▌     | 239/519 [01:50<01:53,  2.46it/s]
      44/80      0.94G      0.941      1.576     0.6232      1.227         13        640:  46%|████▌     | 239/519 [01:51<01:53,  2.46it/s]
      44/80      0.94G      0.941      1.576     0.6232      1.227         13        640:  46%|████▌     | 240/519 [01:51<02:48,  1.66it/s]
      44/80      0.94G     0.9406      1.579     0.6236      1.227          9        640:  46%|████▌     | 240/519 [01:51<02:48,  1.66it/s]
      44/80      0.94G     0.9406      1.579     0.6236      1.227          9        640:  46%|████▋     | 241/519 [01:51<02:18,  2.01it/s]
      44/80      0.94G     0.9404      1.578     0.6229      1.226         11        640:  46%|████▋     | 241/519 [01:52<02:18,  2.01it/s]
      44/80      0.94G     0.9404      1.578     0.6229      1.226         11        640:  47%|████▋     | 242/519 [01:52<01:51,  2.49it/s]
      44/80      0.94G      0.941      1.579     0.6235      1.226         15        640:  47%|████▋     | 242/519 [01:52<01:51,  2.49it/s]
      44/80      0.94G      0.941      1.579     0.6235      1.226         15        640:  47%|████▋     | 243/519 [01:52<01:41,  2.72it/s]
      44/80      0.94G     0.9426       1.58     0.6233      1.228         10        640:  47%|████▋     | 243/519 [01:53<01:41,  2.72it/s]
      44/80      0.94G     0.9426       1.58     0.6233      1.228         10        640:  47%|████▋     | 244/519 [01:53<02:20,  1.96it/s]
      44/80      0.94G     0.9418      1.581     0.6229      1.227         12        640:  47%|████▋     | 244/519 [01:53<02:20,  1.96it/s]
      44/80      0.94G     0.9418      1.581     0.6229      1.227         12        640:  47%|████▋     | 245/519 [01:53<01:59,  2.30it/s]
      44/80      0.94G     0.9431      1.585      0.623      1.229          8        640:  47%|████▋     | 245/519 [01:53<01:59,  2.30it/s]
      44/80      0.94G     0.9431      1.585      0.623      1.229          8        640:  47%|████▋     | 246/519 [01:53<01:44,  2.62it/s]
      44/80      0.94G     0.9417      1.583     0.6219      1.228         10        640:  47%|████▋     | 246/519 [01:53<01:44,  2.62it/s]
      44/80      0.94G     0.9417      1.583     0.6219      1.228         10        640:  48%|████▊     | 247/519 [01:53<01:27,  3.10it/s]
      44/80      0.94G     0.9399      1.581     0.6209      1.227          7        640:  48%|████▊     | 247/519 [01:55<01:27,  3.10it/s]
      44/80      0.94G     0.9399      1.581     0.6209      1.227          7        640:  48%|████▊     | 248/519 [01:55<02:34,  1.75it/s]
      44/80      0.94G     0.9394       1.58     0.6208      1.226          9        640:  48%|████▊     | 248/519 [01:55<02:34,  1.75it/s]
      44/80      0.94G     0.9394       1.58     0.6208      1.226          9        640:  48%|████▊     | 249/519 [01:55<02:03,  2.19it/s]
      44/80      0.94G     0.9397      1.584     0.6217      1.227          7        640:  48%|████▊     | 249/519 [01:55<02:03,  2.19it/s]
      44/80      0.94G     0.9397      1.584     0.6217      1.227          7        640:  48%|████▊     | 250/519 [01:55<01:43,  2.59it/s]
      44/80      0.94G     0.9396      1.585     0.6211      1.227          7        640:  48%|████▊     | 250/519 [01:55<01:43,  2.59it/s]
      44/80      0.94G     0.9396      1.585     0.6211      1.227          7        640:  48%|████▊     | 251/519 [01:55<01:33,  2.87it/s]
      44/80      0.94G      0.939      1.583     0.6203      1.226          9        640:  48%|████▊     | 251/519 [01:56<01:33,  2.87it/s]
      44/80      0.94G      0.939      1.583     0.6203      1.226          9        640:  49%|████▊     | 252/519 [01:56<02:17,  1.94it/s]
      44/80      0.94G     0.9387      1.582     0.6204      1.226         14        640:  49%|████▊     | 252/519 [01:56<02:17,  1.94it/s]
      44/80      0.94G     0.9387      1.582     0.6204      1.226         14        640:  49%|████▊     | 253/519 [01:56<01:53,  2.35it/s]
      44/80      0.94G     0.9375      1.583     0.6194      1.225          7        640:  49%|████▊     | 253/519 [01:57<01:53,  2.35it/s]
      44/80      0.94G     0.9375      1.583     0.6194      1.225          7        640:  49%|████▉     | 254/519 [01:57<01:37,  2.71it/s]
      44/80      0.94G     0.9385      1.583     0.6195      1.227          8        640:  49%|████▉     | 254/519 [01:57<01:37,  2.71it/s]
      44/80      0.94G     0.9385      1.583     0.6195      1.227          8        640:  49%|████▉     | 255/519 [01:57<01:25,  3.08it/s]
      44/80      0.94G     0.9381      1.584     0.6195      1.226          8        640:  49%|████▉     | 255/519 [01:57<01:25,  3.08it/s]
      44/80      0.94G     0.9381      1.584     0.6195      1.226          8        640:  49%|████▉     | 256/519 [01:57<01:42,  2.57it/s]
      44/80      0.94G     0.9372      1.583      0.619      1.226         11        640:  49%|████▉     | 256/519 [01:58<01:42,  2.57it/s]
      44/80      0.94G     0.9372      1.583      0.619      1.226         11        640:  50%|████▉     | 257/519 [01:58<01:31,  2.86it/s]
      44/80      0.94G     0.9372      1.583     0.6189      1.225         12        640:  50%|████▉     | 257/519 [01:58<01:31,  2.86it/s]
      44/80      0.94G     0.9372      1.583     0.6189      1.225         12        640:  50%|████▉     | 258/519 [01:58<01:22,  3.15it/s]
      44/80      0.94G      0.937      1.587     0.6198      1.225         12        640:  50%|████▉     | 258/519 [01:58<01:22,  3.15it/s]
      44/80      0.94G      0.937      1.587     0.6198      1.225         12        640:  50%|████▉     | 259/519 [01:58<01:15,  3.43it/s]
      44/80      0.94G     0.9361      1.588     0.6208      1.224         11        640:  50%|████▉     | 259/519 [01:59<01:15,  3.43it/s]
      44/80      0.94G     0.9361      1.588     0.6208      1.224         11        640:  50%|█████     | 260/519 [01:59<02:18,  1.88it/s]
      44/80      0.94G     0.9362      1.587     0.6207      1.224         10        640:  50%|█████     | 260/519 [01:59<02:18,  1.88it/s]
      44/80      0.94G     0.9362      1.587     0.6207      1.224         10        640:  50%|█████     | 261/519 [01:59<01:56,  2.22it/s]
      44/80      0.94G     0.9367      1.588     0.6215      1.225         11        640:  50%|█████     | 261/519 [02:00<01:56,  2.22it/s]
      44/80      0.94G     0.9367      1.588     0.6215      1.225         11        640:  50%|█████     | 262/519 [02:00<01:38,  2.60it/s]
      44/80      0.94G     0.9368      1.589     0.6215      1.224         11        640:  50%|█████     | 262/519 [02:00<01:38,  2.60it/s]
      44/80      0.94G     0.9368      1.589     0.6215      1.224         11        640:  51%|█████     | 263/519 [02:00<01:27,  2.91it/s]
      44/80      0.94G     0.9361      1.587     0.6214      1.224          6        640:  51%|█████     | 263/519 [02:01<01:27,  2.91it/s]
      44/80      0.94G     0.9361      1.587     0.6214      1.224          6        640:  51%|█████     | 264/519 [02:01<01:50,  2.32it/s]
      44/80      0.94G     0.9361      1.587     0.6219      1.224         10        640:  51%|█████     | 264/519 [02:01<01:50,  2.32it/s]
      44/80      0.94G     0.9361      1.587     0.6219      1.224         10        640:  51%|█████     | 265/519 [02:01<01:37,  2.62it/s]
      44/80      0.94G     0.9358      1.588     0.6216      1.224         11        640:  51%|█████     | 265/519 [02:01<01:37,  2.62it/s]
      44/80      0.94G     0.9358      1.588     0.6216      1.224         11        640:  51%|█████▏    | 266/519 [02:01<01:39,  2.55it/s]
      44/80      0.94G     0.9357      1.589     0.6217      1.224         10        640:  51%|█████▏    | 266/519 [02:01<01:39,  2.55it/s]
      44/80      0.94G     0.9357      1.589     0.6217      1.224         10        640:  51%|█████▏    | 267/519 [02:01<01:26,  2.93it/s]
      44/80      0.94G     0.9374      1.589     0.6224      1.225          7        640:  51%|█████▏    | 267/519 [02:03<01:26,  2.93it/s]
      44/80      0.94G     0.9374      1.589     0.6224      1.225          7        640:  52%|█████▏    | 268/519 [02:03<02:41,  1.55it/s]
      44/80      0.94G     0.9375      1.589     0.6223      1.225          7        640:  52%|█████▏    | 268/519 [02:03<02:41,  1.55it/s]
      44/80      0.94G     0.9375      1.589     0.6223      1.225          7        640:  52%|█████▏    | 269/519 [02:03<02:08,  1.94it/s]
      44/80      0.94G     0.9386      1.591     0.6227      1.227          8        640:  52%|█████▏    | 269/519 [02:03<02:08,  1.94it/s]
      44/80      0.94G     0.9386      1.591     0.6227      1.227          8        640:  52%|█████▏    | 270/519 [02:03<01:48,  2.30it/s]
      44/80      0.94G     0.9379       1.59     0.6222      1.226         11        640:  52%|█████▏    | 270/519 [02:04<01:48,  2.30it/s]
      44/80      0.94G     0.9379       1.59     0.6222      1.226         11        640:  52%|█████▏    | 271/519 [02:04<01:35,  2.59it/s]
      44/80      0.94G     0.9391      1.587     0.6231      1.227          7        640:  52%|█████▏    | 271/519 [02:05<01:35,  2.59it/s]
      44/80      0.94G     0.9391      1.587     0.6231      1.227          7        640:  52%|█████▏    | 272/519 [02:05<02:28,  1.66it/s]
      44/80      0.94G     0.9392      1.588     0.6233      1.226          9        640:  52%|█████▏    | 272/519 [02:05<02:28,  1.66it/s]
      44/80      0.94G     0.9392      1.588     0.6233      1.226          9        640:  53%|█████▎    | 273/519 [02:05<02:03,  1.98it/s]
      44/80      0.94G     0.9388       1.59     0.6248      1.226          9        640:  53%|█████▎    | 273/519 [02:05<02:03,  1.98it/s]
      44/80      0.94G     0.9388       1.59     0.6248      1.226          9        640:  53%|█████▎    | 274/519 [02:05<01:44,  2.34it/s]
      44/80      0.94G     0.9395      1.592     0.6253      1.227         11        640:  53%|█████▎    | 274/519 [02:05<01:44,  2.34it/s]
      44/80      0.94G     0.9395      1.592     0.6253      1.227         11        640:  53%|█████▎    | 275/519 [02:05<01:29,  2.72it/s]
      44/80      0.94G     0.9398      1.593     0.6259      1.227         11        640:  53%|█████▎    | 275/519 [02:07<01:29,  2.72it/s]
      44/80      0.94G     0.9398      1.593     0.6259      1.227         11        640:  53%|█████▎    | 276/519 [02:07<02:48,  1.44it/s]
      44/80      0.94G     0.9403      1.594     0.6262      1.227         10        640:  53%|█████▎    | 276/519 [02:07<02:48,  1.44it/s]
      44/80      0.94G     0.9403      1.594     0.6262      1.227         10        640:  53%|█████▎    | 277/519 [02:07<02:13,  1.81it/s]
      44/80      0.94G     0.9397      1.593     0.6257      1.227          9        640:  53%|█████▎    | 277/519 [02:07<02:13,  1.81it/s]
      44/80      0.94G     0.9397      1.593     0.6257      1.227          9        640:  54%|█████▎    | 278/519 [02:07<01:44,  2.30it/s]
      44/80      0.94G     0.9401      1.592      0.626      1.227         11        640:  54%|█████▎    | 278/519 [02:08<01:44,  2.30it/s]
      44/80      0.94G     0.9401      1.592      0.626      1.227         11        640:  54%|█████▍    | 279/519 [02:08<01:37,  2.47it/s]
      44/80      0.94G     0.9399      1.592     0.6257      1.226         12        640:  54%|█████▍    | 279/519 [02:09<01:37,  2.47it/s]
      44/80      0.94G     0.9399      1.592     0.6257      1.226         12        640:  54%|█████▍    | 280/519 [02:09<02:26,  1.63it/s]
      44/80      0.94G     0.9393      1.591     0.6262      1.226          4        640:  54%|█████▍    | 280/519 [02:09<02:26,  1.63it/s]
      44/80      0.94G     0.9393      1.591     0.6262      1.226          4        640:  54%|█████▍    | 281/519 [02:09<01:58,  2.01it/s]
      44/80      0.94G     0.9393       1.59     0.6255      1.225         10        640:  54%|█████▍    | 281/519 [02:09<01:58,  2.01it/s]
      44/80      0.94G     0.9393       1.59     0.6255      1.225         10        640:  54%|█████▍    | 282/519 [02:09<01:35,  2.48it/s]
      44/80      0.94G     0.9397      1.591     0.6282      1.226          9        640:  54%|█████▍    | 282/519 [02:09<01:35,  2.48it/s]
      44/80      0.94G     0.9397      1.591     0.6282      1.226          9        640:  55%|█████▍    | 283/519 [02:09<01:26,  2.73it/s]
      44/80      0.94G     0.9404      1.592     0.6288      1.226          8        640:  55%|█████▍    | 283/519 [02:10<01:26,  2.73it/s]
      44/80      0.94G     0.9404      1.592     0.6288      1.226          8        640:  55%|█████▍    | 284/519 [02:10<01:54,  2.04it/s]
      44/80      0.94G     0.9407      1.592      0.629      1.226         13        640:  55%|█████▍    | 284/519 [02:10<01:54,  2.04it/s]
      44/80      0.94G     0.9407      1.592      0.629      1.226         13        640:  55%|█████▍    | 285/519 [02:10<01:34,  2.47it/s]
      44/80      0.94G     0.9396       1.59     0.6283      1.226          9        640:  55%|█████▍    | 285/519 [02:11<01:34,  2.47it/s]
      44/80      0.94G     0.9396       1.59     0.6283      1.226          9        640:  55%|█████▌    | 286/519 [02:11<01:21,  2.87it/s]
      44/80      0.94G     0.9388      1.589     0.6279      1.226          6        640:  55%|█████▌    | 286/519 [02:11<01:21,  2.87it/s]
      44/80      0.94G     0.9388      1.589     0.6279      1.226          6        640:  55%|█████▌    | 287/519 [02:11<01:11,  3.24it/s]
      44/80      0.94G     0.9395      1.589     0.6283      1.225         14        640:  55%|█████▌    | 287/519 [02:11<01:11,  3.24it/s]
      44/80      0.94G     0.9395      1.589     0.6283      1.225         14        640:  55%|█████▌    | 288/519 [02:11<01:29,  2.57it/s]
      44/80      0.94G     0.9393      1.588     0.6282      1.225          8        640:  55%|█████▌    | 288/519 [02:12<01:29,  2.57it/s]
      44/80      0.94G     0.9393      1.588     0.6282      1.225          8        640:  56%|█████▌    | 289/519 [02:12<01:23,  2.76it/s]
      44/80      0.94G     0.9393      1.588     0.6282      1.225         14        640:  56%|█████▌    | 289/519 [02:12<01:23,  2.76it/s]
      44/80      0.94G     0.9393      1.588     0.6282      1.225         14        640:  56%|█████▌    | 290/519 [02:12<01:11,  3.20it/s]
      44/80      0.94G     0.9385      1.589     0.6278      1.225         11        640:  56%|█████▌    | 290/519 [02:12<01:11,  3.20it/s]
      44/80      0.94G     0.9385      1.589     0.6278      1.225         11        640:  56%|█████▌    | 291/519 [02:12<01:07,  3.40it/s]
      44/80      0.94G     0.9386      1.588      0.629      1.225          7        640:  56%|█████▌    | 291/519 [02:13<01:07,  3.40it/s]
      44/80      0.94G     0.9386      1.588      0.629      1.225          7        640:  56%|█████▋    | 292/519 [02:13<01:58,  1.92it/s]
      44/80      0.94G     0.9385      1.588     0.6288      1.225         12        640:  56%|█████▋    | 292/519 [02:14<01:58,  1.92it/s]
      44/80      0.94G     0.9385      1.588     0.6288      1.225         12        640:  56%|█████▋    | 293/519 [02:14<01:49,  2.06it/s]
      44/80      0.94G     0.9383      1.588      0.629      1.225          9        640:  56%|█████▋    | 293/519 [02:14<01:49,  2.06it/s]
      44/80      0.94G     0.9383      1.588      0.629      1.225          9        640:  57%|█████▋    | 294/519 [02:14<01:27,  2.57it/s]
      44/80      0.94G     0.9379      1.588     0.6288      1.224         13        640:  57%|█████▋    | 294/519 [02:14<01:27,  2.57it/s]
      44/80      0.94G     0.9379      1.588     0.6288      1.224         13        640:  57%|█████▋    | 295/519 [02:14<01:16,  2.93it/s]
      44/80      0.94G     0.9373      1.587     0.6286      1.224         10        640:  57%|█████▋    | 295/519 [02:15<01:16,  2.93it/s]
      44/80      0.94G     0.9373      1.587     0.6286      1.224         10        640:  57%|█████▋    | 296/519 [02:15<02:11,  1.69it/s]
      44/80      0.94G     0.9364      1.586      0.628      1.223         10        640:  57%|█████▋    | 296/519 [02:15<02:11,  1.69it/s]
      44/80      0.94G     0.9364      1.586      0.628      1.223         10        640:  57%|█████▋    | 297/519 [02:15<01:43,  2.14it/s]
      44/80      0.94G      0.937      1.587     0.6284      1.223         14        640:  57%|█████▋    | 297/519 [02:16<01:43,  2.14it/s]
      44/80      0.94G      0.937      1.587     0.6284      1.223         14        640:  57%|█████▋    | 298/519 [02:16<01:27,  2.52it/s]
      44/80      0.94G     0.9368      1.586     0.6286      1.223         12        640:  57%|█████▋    | 298/519 [02:16<01:27,  2.52it/s]
      44/80      0.94G     0.9368      1.586     0.6286      1.223         12        640:  58%|█████▊    | 299/519 [02:16<01:14,  2.97it/s]
      44/80      0.94G     0.9363      1.584      0.628      1.222         10        640:  58%|█████▊    | 299/519 [02:17<01:14,  2.97it/s]
      44/80      0.94G     0.9363      1.584      0.628      1.222         10        640:  58%|█████▊    | 300/519 [02:17<02:00,  1.81it/s]
      44/80      0.94G     0.9361      1.583     0.6277      1.222         10        640:  58%|█████▊    | 300/519 [02:17<02:00,  1.81it/s]
      44/80      0.94G     0.9361      1.583     0.6277      1.222         10        640:  58%|█████▊    | 301/519 [02:17<01:37,  2.24it/s]
      44/80      0.94G     0.9357      1.582     0.6271      1.222         12        640:  58%|█████▊    | 301/519 [02:17<01:37,  2.24it/s]
      44/80      0.94G     0.9357      1.582     0.6271      1.222         12        640:  58%|█████▊    | 302/519 [02:17<01:19,  2.74it/s]
      44/80      0.94G     0.9348      1.581     0.6272      1.221          8        640:  58%|█████▊    | 302/519 [02:17<01:19,  2.74it/s]
      44/80      0.94G     0.9348      1.581     0.6272      1.221          8        640:  58%|█████▊    | 303/519 [02:17<01:13,  2.96it/s]
      44/80      0.94G     0.9346      1.582     0.6269      1.221         11        640:  58%|█████▊    | 303/519 [02:19<01:13,  2.96it/s]
      44/80      0.94G     0.9346      1.582     0.6269      1.221         11        640:  59%|█████▊    | 304/519 [02:19<02:09,  1.65it/s]
      44/80      0.94G     0.9339      1.583     0.6263       1.22          9        640:  59%|█████▊    | 304/519 [02:19<02:09,  1.65it/s]
      44/80      0.94G     0.9339      1.583     0.6263       1.22          9        640:  59%|█████▉    | 305/519 [02:19<01:46,  2.01it/s]
      44/80      0.94G     0.9347      1.583     0.6268       1.22         13        640:  59%|█████▉    | 305/519 [02:19<01:46,  2.01it/s]
      44/80      0.94G     0.9347      1.583     0.6268       1.22         13        640:  59%|█████▉    | 306/519 [02:19<01:26,  2.48it/s]
      44/80      0.94G     0.9339      1.581     0.6263       1.22          8        640:  59%|█████▉    | 306/519 [02:19<01:26,  2.48it/s]
      44/80      0.94G     0.9339      1.581     0.6263       1.22          8        640:  59%|█████▉    | 307/519 [02:19<01:17,  2.72it/s]
      44/80      0.94G     0.9332      1.581     0.6258      1.219         12        640:  59%|█████▉    | 307/519 [02:20<01:17,  2.72it/s]
      44/80      0.94G     0.9332      1.581     0.6258      1.219         12        640:  59%|█████▉    | 308/519 [02:20<01:59,  1.77it/s]
      44/80      0.94G     0.9325       1.58     0.6256      1.219         11        640:  59%|█████▉    | 308/519 [02:21<01:59,  1.77it/s]
      44/80      0.94G     0.9325       1.58     0.6256      1.219         11        640:  60%|█████▉    | 309/519 [02:21<01:38,  2.13it/s]
      44/80      0.94G     0.9327      1.581     0.6267      1.219         11        640:  60%|█████▉    | 309/519 [02:21<01:38,  2.13it/s]
      44/80      0.94G     0.9327      1.581     0.6267      1.219         11        640:  60%|█████▉    | 310/519 [02:21<01:21,  2.55it/s]
      44/80      0.94G      0.932       1.58     0.6261      1.219          9        640:  60%|█████▉    | 310/519 [02:21<01:21,  2.55it/s]
      44/80      0.94G      0.932       1.58     0.6261      1.219          9        640:  60%|█████▉    | 311/519 [02:21<01:13,  2.81it/s]
      44/80      0.94G     0.9319       1.58     0.6265      1.219          7        640:  60%|█████▉    | 311/519 [02:22<01:13,  2.81it/s]
      44/80      0.94G     0.9319       1.58     0.6265      1.219          7        640:  60%|██████    | 312/519 [02:22<02:08,  1.61it/s]
      44/80      0.94G     0.9312      1.579      0.626      1.218         13        640:  60%|██████    | 312/519 [02:23<02:08,  1.61it/s]
      44/80      0.94G     0.9312      1.579      0.626      1.218         13        640:  60%|██████    | 313/519 [02:23<01:44,  1.97it/s]
      44/80      0.94G     0.9319      1.579     0.6259      1.218         10        640:  60%|██████    | 313/519 [02:23<01:44,  1.97it/s]
      44/80      0.94G     0.9319      1.579     0.6259      1.218         10        640:  61%|██████    | 314/519 [02:23<01:28,  2.32it/s]
      44/80      0.94G      0.932      1.579     0.6259      1.218         12        640:  61%|██████    | 314/519 [02:23<01:28,  2.32it/s]
      44/80      0.94G      0.932      1.579     0.6259      1.218         12        640:  61%|██████    | 315/519 [02:23<01:14,  2.72it/s]
      44/80      0.94G     0.9321      1.577     0.6257      1.218         11        640:  61%|██████    | 315/519 [02:24<01:14,  2.72it/s]
      44/80      0.94G     0.9321      1.577     0.6257      1.218         11        640:  61%|██████    | 316/519 [02:24<01:30,  2.25it/s]
      44/80      0.94G     0.9324      1.577     0.6255      1.218         11        640:  61%|██████    | 316/519 [02:24<01:30,  2.25it/s]
      44/80      0.94G     0.9324      1.577     0.6255      1.218         11        640:  61%|██████    | 317/519 [02:24<01:12,  2.77it/s]
      44/80      0.94G     0.9317      1.576     0.6251      1.218          6        640:  61%|██████    | 317/519 [02:24<01:12,  2.77it/s]
      44/80      0.94G     0.9317      1.576     0.6251      1.218          6        640:  61%|██████▏   | 318/519 [02:24<01:05,  3.08it/s]
      44/80      0.94G     0.9322      1.575     0.6252      1.218          6        640:  61%|██████▏   | 318/519 [02:24<01:05,  3.08it/s]
      44/80      0.94G     0.9322      1.575     0.6252      1.218          6        640:  61%|██████▏   | 319/519 [02:24<00:59,  3.36it/s]
      44/80      0.94G     0.9326      1.578     0.6255      1.218          9        640:  61%|██████▏   | 319/519 [02:26<00:59,  3.36it/s]
      44/80      0.94G     0.9326      1.578     0.6255      1.218          9        640:  62%|██████▏   | 320/519 [02:26<02:03,  1.61it/s]
      44/80      0.94G     0.9322      1.578     0.6258      1.218         12        640:  62%|██████▏   | 320/519 [02:26<02:03,  1.61it/s]
      44/80      0.94G     0.9322      1.578     0.6258      1.218         12        640:  62%|██████▏   | 321/519 [02:26<01:41,  1.96it/s]
      44/80      0.94G      0.932      1.578     0.6255      1.218          8        640:  62%|██████▏   | 321/519 [02:26<01:41,  1.96it/s]
      44/80      0.94G      0.932      1.578     0.6255      1.218          8        640:  62%|██████▏   | 322/519 [02:26<01:25,  2.31it/s]
      44/80      0.94G     0.9314      1.576      0.625      1.218         12        640:  62%|██████▏   | 322/519 [02:26<01:25,  2.31it/s]
      44/80      0.94G     0.9314      1.576      0.625      1.218         12        640:  62%|██████▏   | 323/519 [02:26<01:13,  2.68it/s]
      44/80      0.94G     0.9328      1.578     0.6261      1.219          8        640:  62%|██████▏   | 323/519 [02:27<01:13,  2.68it/s]
      44/80      0.94G     0.9328      1.578     0.6261      1.219          8        640:  62%|██████▏   | 324/519 [02:27<01:50,  1.76it/s]
      44/80      0.94G     0.9323      1.577     0.6256      1.218          9        640:  62%|██████▏   | 324/519 [02:28<01:50,  1.76it/s]
      44/80      0.94G     0.9323      1.577     0.6256      1.218          9        640:  63%|██████▎   | 325/519 [02:28<01:30,  2.14it/s]
      44/80      0.94G     0.9317      1.576     0.6252      1.218          8        640:  63%|██████▎   | 325/519 [02:28<01:30,  2.14it/s]
      44/80      0.94G     0.9317      1.576     0.6252      1.218          8        640:  63%|██████▎   | 326/519 [02:28<01:17,  2.49it/s]
      44/80      0.94G     0.9323      1.576     0.6252      1.218         12        640:  63%|██████▎   | 326/519 [02:28<01:17,  2.49it/s]
      44/80      0.94G     0.9323      1.576     0.6252      1.218         12        640:  63%|██████▎   | 327/519 [02:28<01:06,  2.88it/s]
      44/80      0.94G      0.932      1.575     0.6247      1.218         16        640:  63%|██████▎   | 327/519 [02:29<01:06,  2.88it/s]
      44/80      0.94G      0.932      1.575     0.6247      1.218         16        640:  63%|██████▎   | 328/519 [02:29<01:12,  2.62it/s]
      44/80      0.94G     0.9321      1.576     0.6256      1.218          9        640:  63%|██████▎   | 328/519 [02:29<01:12,  2.62it/s]
      44/80      0.94G     0.9321      1.576     0.6256      1.218          9        640:  63%|██████▎   | 329/519 [02:29<01:04,  2.93it/s]
      44/80      0.94G     0.9328      1.576     0.6255      1.218         11        640:  63%|██████▎   | 329/519 [02:29<01:04,  2.93it/s]
      44/80      0.94G     0.9328      1.576     0.6255      1.218         11        640:  64%|██████▎   | 330/519 [02:29<00:55,  3.40it/s]
      44/80      0.94G     0.9337      1.577     0.6264      1.218          9        640:  64%|██████▎   | 330/519 [02:30<00:55,  3.40it/s]
      44/80      0.94G     0.9337      1.577     0.6264      1.218          9        640:  64%|██████▍   | 331/519 [02:30<01:11,  2.62it/s]
      44/80      0.94G     0.9332      1.576     0.6258      1.217          8        640:  64%|██████▍   | 331/519 [02:31<01:11,  2.62it/s]
      44/80      0.94G     0.9332      1.576     0.6258      1.217          8        640:  64%|██████▍   | 332/519 [02:31<02:00,  1.55it/s]
      44/80      0.94G     0.9331      1.575     0.6254      1.217         10        640:  64%|██████▍   | 332/519 [02:31<02:00,  1.55it/s]
      44/80      0.94G     0.9331      1.575     0.6254      1.217         10        640:  64%|██████▍   | 333/519 [02:31<01:37,  1.90it/s]
      44/80      0.94G     0.9336      1.575     0.6251      1.217         11        640:  64%|██████▍   | 333/519 [02:31<01:37,  1.90it/s]
      44/80      0.94G     0.9336      1.575     0.6251      1.217         11        640:  64%|██████▍   | 334/519 [02:31<01:23,  2.21it/s]
      44/80      0.94G     0.9339      1.575     0.6253      1.217          8        640:  64%|██████▍   | 334/519 [02:32<01:23,  2.21it/s]
      44/80      0.94G     0.9339      1.575     0.6253      1.217          8        640:  65%|██████▍   | 335/519 [02:32<01:08,  2.69it/s]
      44/80      0.94G     0.9331      1.574     0.6249      1.217         12        640:  65%|██████▍   | 335/519 [02:33<01:08,  2.69it/s]
      44/80      0.94G     0.9331      1.574     0.6249      1.217         12        640:  65%|██████▍   | 336/519 [02:33<01:37,  1.87it/s]
      44/80      0.94G     0.9327      1.573     0.6246      1.218          4        640:  65%|██████▍   | 336/519 [02:33<01:37,  1.87it/s]
      44/80      0.94G     0.9327      1.573     0.6246      1.218          4        640:  65%|██████▍   | 337/519 [02:33<01:21,  2.22it/s]
      44/80      0.94G     0.9319      1.573     0.6242      1.218          9        640:  65%|██████▍   | 337/519 [02:33<01:21,  2.22it/s]
      44/80      0.94G     0.9319      1.573     0.6242      1.218          9        640:  65%|██████▌   | 338/519 [02:33<01:14,  2.44it/s]
      44/80      0.94G     0.9314      1.573     0.6238      1.218         12        640:  65%|██████▌   | 338/519 [02:33<01:14,  2.44it/s]
      44/80      0.94G     0.9314      1.573     0.6238      1.218         12        640:  65%|██████▌   | 339/519 [02:33<01:08,  2.63it/s]
      44/80      0.94G     0.9308      1.572     0.6235      1.217         12        640:  65%|██████▌   | 339/519 [02:34<01:08,  2.63it/s]
      44/80      0.94G     0.9308      1.572     0.6235      1.217         12        640:  66%|██████▌   | 340/519 [02:34<01:29,  1.99it/s]
      44/80      0.94G     0.9308      1.572     0.6238      1.217         11        640:  66%|██████▌   | 340/519 [02:35<01:29,  1.99it/s]
      44/80      0.94G     0.9308      1.572     0.6238      1.217         11        640:  66%|██████▌   | 341/519 [02:35<01:17,  2.30it/s]
      44/80      0.94G     0.9309      1.572     0.6235      1.217         11        640:  66%|██████▌   | 341/519 [02:35<01:17,  2.30it/s]
      44/80      0.94G     0.9309      1.572     0.6235      1.217         11        640:  66%|██████▌   | 342/519 [02:35<01:21,  2.17it/s]
      44/80      0.94G     0.9306      1.572     0.6231      1.217          9        640:  66%|██████▌   | 342/519 [02:35<01:21,  2.17it/s]
      44/80      0.94G     0.9306      1.572     0.6231      1.217          9        640:  66%|██████▌   | 343/519 [02:35<01:08,  2.56it/s]
      44/80      0.94G      0.931      1.573     0.6237      1.217         12        640:  66%|██████▌   | 343/519 [02:36<01:08,  2.56it/s]
      44/80      0.94G      0.931      1.573     0.6237      1.217         12        640:  66%|██████▋   | 344/519 [02:36<01:19,  2.21it/s]
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      44/80      0.94G     0.9305      1.574     0.6235      1.216          6        640:  66%|██████▋   | 345/519 [02:37<01:06,  2.60it/s]
      44/80      0.94G     0.9305      1.574     0.6235      1.216          6        640:  67%|██████▋   | 346/519 [02:37<01:16,  2.27it/s]
      44/80      0.94G       0.93      1.573     0.6232      1.216         11        640:  67%|██████▋   | 346/519 [02:37<01:16,  2.27it/s]
      44/80      0.94G       0.93      1.573     0.6232      1.216         11        640:  67%|██████▋   | 347/519 [02:37<01:24,  2.04it/s]
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      44/80      0.94G     0.9292      1.573     0.6229      1.215         14        640:  67%|██████▋   | 348/519 [02:38<01:31,  1.88it/s]
      44/80      0.94G     0.9292      1.573     0.6229      1.215         14        640:  67%|██████▋   | 349/519 [02:38<01:14,  2.27it/s]
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      44/80      0.94G     0.9297      1.572     0.6229      1.215         10        640:  67%|██████▋   | 350/519 [02:39<01:03,  2.68it/s]
      44/80      0.94G     0.9297      1.572     0.6229      1.215         10        640:  68%|██████▊   | 351/519 [02:39<01:09,  2.40it/s]
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      44/80      0.94G     0.9287       1.57     0.6215      1.215         12        640:  68%|██████▊   | 353/519 [02:40<01:12,  2.29it/s]
      44/80      0.94G     0.9287       1.57     0.6215      1.215         12        640:  68%|██████▊   | 354/519 [02:40<01:03,  2.61it/s]
      44/80      0.94G     0.9289      1.571     0.6216      1.215         12        640:  68%|██████▊   | 354/519 [02:41<01:03,  2.61it/s]
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      44/80      0.94G     0.9282       1.57     0.6211      1.214          7        640:  68%|██████▊   | 355/519 [02:41<01:29,  1.84it/s]
      44/80      0.94G     0.9282       1.57     0.6211      1.214          7        640:  69%|██████▊   | 356/519 [02:41<01:13,  2.20it/s]
      44/80      0.94G     0.9279      1.569     0.6206      1.214         13        640:  69%|██████▊   | 356/519 [02:42<01:13,  2.20it/s]
      44/80      0.94G     0.9279      1.569     0.6206      1.214         13        640:  69%|██████▉   | 357/519 [02:42<01:21,  1.98it/s]
      44/80      0.94G     0.9282      1.571     0.6206      1.214          9        640:  69%|██████▉   | 357/519 [02:42<01:21,  1.98it/s]
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      44/80      0.94G     0.9289      1.573     0.6212      1.215          9        640:  69%|██████▉   | 358/519 [02:43<01:09,  2.33it/s]
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      44/80      0.94G     0.9284      1.571     0.6211      1.215         14        640:  69%|██████▉   | 360/519 [02:44<01:02,  2.54it/s]
      44/80      0.94G     0.9284      1.571     0.6211      1.215         14        640:  70%|██████▉   | 361/519 [02:44<01:26,  1.83it/s]
      44/80      0.94G     0.9278      1.571     0.6208      1.214         12        640:  70%|██████▉   | 361/519 [02:44<01:26,  1.83it/s]
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      44/80      0.94G     0.9273      1.572      0.621      1.214         10        640:  70%|██████▉   | 363/519 [02:45<01:10,  2.22it/s]
      44/80      0.94G     0.9273      1.572      0.621      1.214         10        640:  70%|███████   | 364/519 [02:45<00:59,  2.58it/s]
      44/80      0.94G      0.928      1.571     0.6213      1.214          8        640:  70%|███████   | 364/519 [02:45<00:59,  2.58it/s]
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      44/80      0.94G     0.9289       1.57     0.6221      1.215          9        640:  71%|███████   | 366/519 [02:47<01:00,  2.53it/s]
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      44/80      0.94G     0.9277      1.568     0.6214      1.214          5        640:  71%|███████   | 367/519 [02:47<01:25,  1.77it/s]
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      44/80      0.94G     0.9274      1.569     0.6209      1.213          8        640:  72%|███████▏  | 372/519 [02:48<00:52,  2.79it/s]
      44/80      0.94G      0.927      1.568     0.6209      1.213          9        640:  72%|███████▏  | 372/519 [02:48<00:52,  2.79it/s]
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      44/80      0.94G     0.9272      1.568     0.6205      1.213         10        640:  72%|███████▏  | 374/519 [02:49<00:43,  3.36it/s]
      44/80      0.94G     0.9275      1.569     0.6208      1.213         14        640:  72%|███████▏  | 374/519 [02:50<00:43,  3.36it/s]
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      44/80      0.94G     0.9277      1.569     0.6208      1.213         12        640:  72%|███████▏  | 375/519 [02:50<01:34,  1.52it/s]
      44/80      0.94G     0.9277      1.569     0.6208      1.213         12        640:  72%|███████▏  | 376/519 [02:50<01:17,  1.84it/s]
      44/80      0.94G     0.9283      1.571     0.6209      1.214         12        640:  72%|███████▏  | 376/519 [02:51<01:17,  1.84it/s]
      44/80      0.94G     0.9283      1.571     0.6209      1.214         12        640:  73%|███████▎  | 377/519 [02:51<01:02,  2.29it/s]
      44/80      0.94G     0.9288      1.571      0.621      1.214         12        640:  73%|███████▎  | 377/519 [02:51<01:02,  2.29it/s]
      44/80      0.94G     0.9288      1.571      0.621      1.214         12        640:  73%|███████▎  | 378/519 [02:51<00:53,  2.65it/s]
      44/80      0.94G     0.9292      1.572     0.6214      1.214          6        640:  73%|███████▎  | 378/519 [02:52<00:53,  2.65it/s]
      44/80      0.94G     0.9292      1.572     0.6214      1.214          6        640:  73%|███████▎  | 379/519 [02:52<01:47,  1.31it/s]
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      44/80      0.94G     0.9304      1.573     0.6221      1.215          7        640:  74%|███████▎  | 382/519 [02:55<00:57,  2.39it/s]
      44/80      0.94G     0.9304      1.573     0.6221      1.215          7        640:  74%|███████▍  | 383/519 [02:55<01:38,  1.38it/s]
      44/80      0.94G     0.9293      1.572     0.6216      1.215          5        640:  74%|███████▍  | 383/519 [02:55<01:38,  1.38it/s]
      44/80      0.94G     0.9293      1.572     0.6216      1.215          5        640:  74%|███████▍  | 384/519 [02:55<01:19,  1.70it/s]
      44/80      0.94G     0.9289      1.572     0.6214      1.214          7        640:  74%|███████▍  | 384/519 [02:55<01:19,  1.70it/s]
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      44/80      0.94G     0.9294      1.571     0.6211      1.214         12        640:  74%|███████▍  | 386/519 [02:57<00:53,  2.49it/s]
      44/80      0.94G     0.9294      1.571     0.6211      1.214         12        640:  75%|███████▍  | 387/519 [02:57<01:31,  1.44it/s]
      44/80      0.94G     0.9299      1.573      0.621      1.214         11        640:  75%|███████▍  | 387/519 [02:57<01:31,  1.44it/s]
      44/80      0.94G     0.9299      1.573      0.621      1.214         11        640:  75%|███████▍  | 388/519 [02:57<01:11,  1.82it/s]
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      44/80      0.94G     0.9288      1.572     0.6199      1.213         12        640:  75%|███████▍  | 389/519 [02:57<00:57,  2.26it/s]
      44/80      0.94G     0.9288      1.572     0.6199      1.213         12        640:  75%|███████▌  | 390/519 [02:57<00:51,  2.52it/s]
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      44/80      0.94G     0.9291      1.572     0.6199      1.213         12        640:  75%|███████▌  | 391/519 [02:59<01:33,  1.37it/s]
      44/80      0.94G     0.9291      1.571     0.6196      1.213          7        640:  75%|███████▌  | 391/519 [02:59<01:33,  1.37it/s]
      44/80      0.94G     0.9291      1.571     0.6196      1.213          7        640:  76%|███████▌  | 392/519 [02:59<01:11,  1.78it/s]
      44/80      0.94G     0.9282       1.57     0.6191      1.212         12        640:  76%|███████▌  | 392/519 [02:59<01:11,  1.78it/s]
      44/80      0.94G     0.9282       1.57     0.6191      1.212         12        640:  76%|███████▌  | 393/519 [02:59<00:56,  2.22it/s]
      44/80      0.94G     0.9282      1.572      0.619      1.212         11        640:  76%|███████▌  | 393/519 [02:59<00:56,  2.22it/s]
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      44/80      0.94G     0.9279      1.572     0.6185      1.212          9        640:  76%|███████▌  | 394/519 [03:00<00:48,  2.60it/s]
      44/80      0.94G     0.9279      1.572     0.6185      1.212          9        640:  76%|███████▌  | 395/519 [03:00<01:02,  1.99it/s]
      44/80      0.94G     0.9286      1.571     0.6188      1.212          9        640:  76%|███████▌  | 395/519 [03:00<01:02,  1.99it/s]
      44/80      0.94G     0.9286      1.571     0.6188      1.212          9        640:  76%|███████▋  | 396/519 [03:00<00:52,  2.34it/s]
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      44/80      0.94G      0.928       1.57     0.6182      1.211          7        640:  76%|███████▋  | 397/519 [03:01<00:44,  2.72it/s]
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      44/80      0.94G     0.9276      1.569     0.6181      1.211         11        640:  77%|███████▋  | 401/519 [03:03<00:47,  2.47it/s]
      44/80      0.94G      0.927       1.57     0.6177       1.21         11        640:  77%|███████▋  | 401/519 [03:03<00:47,  2.47it/s]
      44/80      0.94G      0.927       1.57     0.6177       1.21         11        640:  77%|███████▋  | 402/519 [03:03<00:41,  2.84it/s]
      44/80      0.94G     0.9267      1.569     0.6173       1.21          8        640:  77%|███████▋  | 402/519 [03:04<00:41,  2.84it/s]
      44/80      0.94G     0.9267      1.569     0.6173       1.21          8        640:  78%|███████▊  | 403/519 [03:04<00:57,  2.00it/s]
      44/80      0.94G     0.9277      1.569     0.6174      1.211         13        640:  78%|███████▊  | 403/519 [03:04<00:57,  2.00it/s]
      44/80      0.94G     0.9277      1.569     0.6174      1.211         13        640:  78%|███████▊  | 404/519 [03:04<00:48,  2.37it/s]
      44/80      0.94G     0.9275      1.569     0.6175      1.211          9        640:  78%|███████▊  | 404/519 [03:04<00:48,  2.37it/s]
      44/80      0.94G     0.9275      1.569     0.6175      1.211          9        640:  78%|███████▊  | 405/519 [03:04<00:40,  2.82it/s]
      44/80      0.94G     0.9278      1.568     0.6172      1.211         10        640:  78%|███████▊  | 405/519 [03:04<00:40,  2.82it/s]
      44/80      0.94G     0.9278      1.568     0.6172      1.211         10        640:  78%|███████▊  | 406/519 [03:04<00:35,  3.19it/s]
      44/80      0.94G     0.9277      1.568     0.6168      1.211          9        640:  78%|███████▊  | 406/519 [03:05<00:35,  3.19it/s]
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      44/80      0.94G     0.9283       1.57     0.6176      1.212          8        640:  78%|███████▊  | 407/519 [03:06<00:58,  1.90it/s]
      44/80      0.94G     0.9283       1.57     0.6176      1.212          8        640:  79%|███████▊  | 408/519 [03:06<00:48,  2.28it/s]
      44/80      0.94G      0.928      1.569     0.6175      1.212         10        640:  79%|███████▊  | 408/519 [03:06<00:48,  2.28it/s]
      44/80      0.94G      0.928      1.569     0.6175      1.212         10        640:  79%|███████▉  | 409/519 [03:06<00:41,  2.66it/s]
      44/80      0.94G     0.9275      1.568     0.6173      1.211          9        640:  79%|███████▉  | 409/519 [03:06<00:41,  2.66it/s]
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      44/80      0.94G     0.9275      1.568     0.6172      1.212          6        640:  79%|███████▉  | 410/519 [03:07<00:36,  3.02it/s]
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      44/80      0.94G     0.9288      1.568     0.6171      1.212          9        640:  79%|███████▉  | 411/519 [03:07<01:00,  1.80it/s]
      44/80      0.94G     0.9288      1.568     0.6171      1.212          9        640:  79%|███████▉  | 412/519 [03:07<00:47,  2.23it/s]
      44/80      0.94G     0.9288      1.568     0.6172      1.212          9        640:  79%|███████▉  | 412/519 [03:08<00:47,  2.23it/s]
      44/80      0.94G     0.9288      1.568     0.6172      1.212          9        640:  80%|███████▉  | 413/519 [03:08<00:42,  2.50it/s]
      44/80      0.94G     0.9288      1.568     0.6169      1.212         13        640:  80%|███████▉  | 413/519 [03:08<00:42,  2.50it/s]
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      44/80      0.94G     0.9294      1.569     0.6172      1.212         11        640:  80%|███████▉  | 414/519 [03:09<00:35,  2.96it/s]
      44/80      0.94G     0.9294      1.569     0.6172      1.212         11        640:  80%|███████▉  | 415/519 [03:09<00:59,  1.74it/s]
      44/80      0.94G     0.9299       1.57     0.6177      1.212         12        640:  80%|███████▉  | 415/519 [03:09<00:59,  1.74it/s]
      44/80      0.94G     0.9299       1.57     0.6177      1.212         12        640:  80%|████████  | 416/519 [03:09<00:52,  1.97it/s]
      44/80      0.94G     0.9297      1.569     0.6177      1.212         10        640:  80%|████████  | 416/519 [03:09<00:52,  1.97it/s]
      44/80      0.94G     0.9297      1.569     0.6177      1.212         10        640:  80%|████████  | 417/519 [03:09<00:42,  2.37it/s]
      44/80      0.94G     0.9294      1.568     0.6174      1.212          9        640:  80%|████████  | 417/519 [03:10<00:42,  2.37it/s]
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      44/80      0.94G     0.9304       1.57     0.6182      1.213          6        640:  81%|████████  | 418/519 [03:11<00:37,  2.68it/s]
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      44/80      0.94G     0.9309      1.572     0.6186      1.214          7        640:  83%|████████▎ | 429/519 [03:15<00:36,  2.48it/s]
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      44/80      0.94G     0.9296       1.57      0.618      1.213          8        640:  83%|████████▎ | 432/519 [03:17<00:42,  2.07it/s]
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      44/80      0.94G     0.9302      1.571     0.6181      1.213         11        640:  84%|████████▎ | 434/519 [03:18<00:30,  2.77it/s]
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      44/80      0.94G     0.9305      1.571     0.6179      1.213          8        640:  84%|████████▍ | 435/519 [03:18<00:43,  1.92it/s]
      44/80      0.94G     0.9305      1.571     0.6179      1.213          8        640:  84%|████████▍ | 436/519 [03:18<00:35,  2.31it/s]
      44/80      0.94G     0.9314      1.572     0.6186      1.214         10        640:  84%|████████▍ | 436/519 [03:19<00:35,  2.31it/s]
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      44/80      0.94G     0.9311      1.573     0.6188      1.214         11        640:  84%|████████▍ | 437/519 [03:19<00:30,  2.69it/s]
      44/80      0.94G     0.9311      1.573     0.6188      1.214         11        640:  84%|████████▍ | 438/519 [03:19<00:26,  3.04it/s]
      44/80      0.94G     0.9315      1.573     0.6191      1.214         12        640:  84%|████████▍ | 438/519 [03:20<00:26,  3.04it/s]
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      44/80      0.94G     0.9312      1.572     0.6194      1.214          9        640:  85%|████████▍ | 439/519 [03:20<00:37,  2.13it/s]
      44/80      0.94G     0.9312      1.572     0.6194      1.214          9        640:  85%|████████▍ | 440/519 [03:20<00:30,  2.58it/s]
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      44/80      0.94G     0.9304      1.571      0.619      1.213          9        640:  85%|████████▍ | 441/519 [03:20<00:26,  2.92it/s]
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      44/80      0.94G     0.9301      1.573     0.6194      1.213         15        640:  85%|████████▌ | 443/519 [03:22<00:41,  1.83it/s]
      44/80      0.94G     0.9301      1.573     0.6194      1.213         15        640:  86%|████████▌ | 444/519 [03:22<00:33,  2.24it/s]
      44/80      0.94G       0.93      1.573     0.6192      1.213          9        640:  86%|████████▌ | 444/519 [03:22<00:33,  2.24it/s]
      44/80      0.94G       0.93      1.573     0.6192      1.213          9        640:  86%|████████▌ | 445/519 [03:22<00:29,  2.53it/s]
      44/80      0.94G     0.9307      1.574     0.6197      1.213         11        640:  86%|████████▌ | 445/519 [03:22<00:29,  2.53it/s]
      44/80      0.94G     0.9307      1.574     0.6197      1.213         11        640:  86%|████████▌ | 446/519 [03:22<00:24,  2.94it/s]
      44/80      0.94G     0.9305      1.573     0.6194      1.213         13        640:  86%|████████▌ | 446/519 [03:23<00:24,  2.94it/s]
      44/80      0.94G     0.9305      1.573     0.6194      1.213         13        640:  86%|████████▌ | 447/519 [03:23<00:35,  2.00it/s]
      44/80      0.94G     0.9302      1.572     0.6193      1.212          7        640:  86%|████████▌ | 447/519 [03:23<00:35,  2.00it/s]
      44/80      0.94G     0.9302      1.572     0.6193      1.212          7        640:  86%|████████▋ | 448/519 [03:23<00:31,  2.26it/s]
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      44/80      0.94G      0.931      1.574     0.6191      1.212          6        640:  87%|████████▋ | 450/519 [03:24<00:23,  2.94it/s]
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      44/80      0.94G     0.9321      1.576     0.6189      1.213         11        640:  88%|████████▊ | 456/519 [03:27<00:30,  2.06it/s]
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      44/80      0.94G      0.932      1.576      0.619      1.213          8        640:  88%|████████▊ | 457/519 [03:27<00:25,  2.47it/s]
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      44/80      0.94G     0.9315      1.575     0.6185      1.213          9        640:  88%|████████▊ | 459/519 [03:29<00:40,  1.49it/s]
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      44/80      0.94G     0.9311      1.575     0.6183      1.212         14        640:  89%|████████▊ | 460/519 [03:29<00:31,  1.85it/s]
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      44/80      0.94G     0.9312      1.575     0.6181      1.212         12        640:  89%|████████▉ | 462/519 [03:31<00:21,  2.66it/s]
      44/80      0.94G     0.9312      1.575     0.6181      1.212         12        640:  89%|████████▉ | 463/519 [03:31<00:38,  1.45it/s]
      44/80      0.94G     0.9314      1.576      0.619      1.213         13        640:  89%|████████▉ | 463/519 [03:31<00:38,  1.45it/s]
      44/80      0.94G     0.9314      1.576      0.619      1.213         13        640:  89%|████████▉ | 464/519 [03:31<00:31,  1.75it/s]
      44/80      0.94G     0.9314      1.577     0.6189      1.212          9        640:  89%|████████▉ | 464/519 [03:31<00:31,  1.75it/s]
      44/80      0.94G     0.9314      1.577     0.6189      1.212          9        640:  90%|████████▉ | 465/519 [03:31<00:25,  2.15it/s]
      44/80      0.94G     0.9311      1.576     0.6187      1.212         10        640:  90%|████████▉ | 465/519 [03:32<00:25,  2.15it/s]
      44/80      0.94G     0.9311      1.576     0.6187      1.212         10        640:  90%|████████▉ | 466/519 [03:32<00:21,  2.41it/s]
      44/80      0.94G     0.9307      1.579     0.6186      1.212          8        640:  90%|████████▉ | 466/519 [03:33<00:21,  2.41it/s]
      44/80      0.94G     0.9307      1.579     0.6186      1.212          8        640:  90%|████████▉ | 467/519 [03:33<00:29,  1.79it/s]
      44/80      0.94G      0.931      1.579     0.6187      1.211          8        640:  90%|████████▉ | 467/519 [03:33<00:29,  1.79it/s]
      44/80      0.94G      0.931      1.579     0.6187      1.211          8        640:  90%|█████████ | 468/519 [03:33<00:23,  2.14it/s]
      44/80      0.94G     0.9313      1.579     0.6186      1.211         12        640:  90%|█████████ | 468/519 [03:33<00:23,  2.14it/s]
      44/80      0.94G     0.9313      1.579     0.6186      1.211         12        640:  90%|█████████ | 469/519 [03:33<00:18,  2.66it/s]
      44/80      0.94G     0.9313      1.578     0.6184      1.211         11        640:  90%|█████████ | 469/519 [03:33<00:18,  2.66it/s]
      44/80      0.94G     0.9313      1.578     0.6184      1.211         11        640:  91%|█████████ | 470/519 [03:33<00:17,  2.87it/s]
      44/80      0.94G     0.9312      1.578     0.6186      1.212          9        640:  91%|█████████ | 470/519 [03:34<00:17,  2.87it/s]
      44/80      0.94G     0.9312      1.578     0.6186      1.212          9        640:  91%|█████████ | 471/519 [03:34<00:23,  2.04it/s]
      44/80      0.94G     0.9309      1.577     0.6187      1.211          9        640:  91%|█████████ | 471/519 [03:34<00:23,  2.04it/s]
      44/80      0.94G     0.9309      1.577     0.6187      1.211          9        640:  91%|█████████ | 472/519 [03:34<00:19,  2.45it/s]
      44/80      0.94G      0.931      1.576     0.6183      1.211         11        640:  91%|█████████ | 472/519 [03:35<00:19,  2.45it/s]
      44/80      0.94G      0.931      1.576     0.6183      1.211         11        640:  91%|█████████ | 473/519 [03:35<00:17,  2.68it/s]
      44/80      0.94G     0.9311      1.576     0.6182      1.211         10        640:  91%|█████████ | 473/519 [03:35<00:17,  2.68it/s]
      44/80      0.94G     0.9311      1.576     0.6182      1.211         10        640:  91%|█████████▏| 474/519 [03:35<00:14,  3.01it/s]
      44/80      0.94G     0.9314      1.577     0.6186      1.211          8        640:  91%|█████████▏| 474/519 [03:36<00:14,  3.01it/s]
      44/80      0.94G     0.9314      1.577     0.6186      1.211          8        640:  92%|█████████▏| 475/519 [03:36<00:24,  1.79it/s]
      44/80      0.94G     0.9311      1.576     0.6184      1.211          6        640:  92%|█████████▏| 475/519 [03:36<00:24,  1.79it/s]
      44/80      0.94G     0.9311      1.576     0.6184      1.211          6        640:  92%|█████████▏| 476/519 [03:36<00:19,  2.16it/s]
      44/80      0.94G     0.9314      1.576     0.6187      1.211         11        640:  92%|█████████▏| 476/519 [03:36<00:19,  2.16it/s]
      44/80      0.94G     0.9314      1.576     0.6187      1.211         11        640:  92%|█████████▏| 477/519 [03:36<00:16,  2.56it/s]
      44/80      0.94G     0.9313      1.576     0.6186      1.211         12        640:  92%|█████████▏| 477/519 [03:37<00:16,  2.56it/s]
      44/80      0.94G     0.9313      1.576     0.6186      1.211         12        640:  92%|█████████▏| 478/519 [03:37<00:13,  3.00it/s]
      44/80      0.94G     0.9316      1.577      0.619      1.211         11        640:  92%|█████████▏| 478/519 [03:37<00:13,  3.00it/s]
      44/80      0.94G     0.9316      1.577      0.619      1.211         11        640:  92%|█████████▏| 479/519 [03:37<00:14,  2.67it/s]
      44/80      0.94G     0.9311      1.576     0.6185      1.211         13        640:  92%|█████████▏| 479/519 [03:37<00:14,  2.67it/s]
      44/80      0.94G     0.9311      1.576     0.6185      1.211         13        640:  92%|█████████▏| 480/519 [03:37<00:13,  2.86it/s]
      44/80      0.94G     0.9314      1.577     0.6185      1.211         13        640:  92%|█████████▏| 480/519 [03:38<00:13,  2.86it/s]
      44/80      0.94G     0.9314      1.577     0.6185      1.211         13        640:  93%|█████████▎| 481/519 [03:38<00:12,  3.09it/s]
      44/80      0.94G     0.9321      1.578     0.6191      1.211          9        640:  93%|█████████▎| 481/519 [03:38<00:12,  3.09it/s]
      44/80      0.94G     0.9321      1.578     0.6191      1.211          9        640:  93%|█████████▎| 482/519 [03:38<00:11,  3.26it/s]
      44/80      0.94G     0.9326      1.579     0.6196      1.211         11        640:  93%|█████████▎| 482/519 [03:39<00:11,  3.26it/s]
      44/80      0.94G     0.9326      1.579     0.6196      1.211         11        640:  93%|█████████▎| 483/519 [03:39<00:18,  1.94it/s]
      44/80      0.94G     0.9326       1.58     0.6198      1.211         12        640:  93%|█████████▎| 483/519 [03:39<00:18,  1.94it/s]
      44/80      0.94G     0.9326       1.58     0.6198      1.211         12        640:  93%|█████████▎| 484/519 [03:39<00:14,  2.39it/s]
      44/80      0.94G      0.933       1.58     0.6198      1.211          6        640:  93%|█████████▎| 484/519 [03:39<00:14,  2.39it/s]
      44/80      0.94G      0.933       1.58     0.6198      1.211          6        640:  93%|█████████▎| 485/519 [03:39<00:12,  2.83it/s]
      44/80      0.94G     0.9333       1.58     0.6195      1.211         11        640:  93%|█████████▎| 485/519 [03:40<00:12,  2.83it/s]
      44/80      0.94G     0.9333       1.58     0.6195      1.211         11        640:  94%|█████████▎| 486/519 [03:40<00:10,  3.08it/s]
      44/80      0.94G     0.9332      1.581     0.6199      1.211         13        640:  94%|█████████▎| 486/519 [03:40<00:10,  3.08it/s]
      44/80      0.94G     0.9332      1.581     0.6199      1.211         13        640:  94%|█████████▍| 487/519 [03:40<00:14,  2.18it/s]
      44/80      0.94G     0.9331      1.581     0.6196      1.211         12        640:  94%|█████████▍| 487/519 [03:40<00:14,  2.18it/s]
      44/80      0.94G     0.9331      1.581     0.6196      1.211         12        640:  94%|█████████▍| 488/519 [03:40<00:11,  2.64it/s]
      44/80      0.94G     0.9337       1.58     0.6199      1.211          8        640:  94%|█████████▍| 488/519 [03:41<00:11,  2.64it/s]
      44/80      0.94G     0.9337       1.58     0.6199      1.211          8        640:  94%|█████████▍| 489/519 [03:41<00:10,  2.94it/s]
      44/80      0.94G      0.934      1.581       0.62      1.211         11        640:  94%|█████████▍| 489/519 [03:41<00:10,  2.94it/s]
      44/80      0.94G      0.934      1.581       0.62      1.211         11        640:  94%|█████████▍| 490/519 [03:41<00:08,  3.24it/s]
      44/80      0.94G     0.9337       1.58     0.6197      1.211         15        640:  94%|█████████▍| 490/519 [03:42<00:08,  3.24it/s]
      44/80      0.94G     0.9337       1.58     0.6197      1.211         15        640:  95%|█████████▍| 491/519 [03:42<00:15,  1.84it/s]
      44/80      0.94G      0.934       1.58     0.6203      1.211          8        640:  95%|█████████▍| 491/519 [03:42<00:15,  1.84it/s]
      44/80      0.94G      0.934       1.58     0.6203      1.211          8        640:  95%|█████████▍| 492/519 [03:42<00:12,  2.15it/s]
      44/80      0.94G     0.9337      1.579     0.6199      1.211         12        640:  95%|█████████▍| 492/519 [03:43<00:12,  2.15it/s]
      44/80      0.94G     0.9337      1.579     0.6199      1.211         12        640:  95%|█████████▍| 493/519 [03:43<00:10,  2.53it/s]
      44/80      0.94G     0.9334      1.579     0.6199      1.211         11        640:  95%|█████████▍| 493/519 [03:43<00:10,  2.53it/s]
      44/80      0.94G     0.9334      1.579     0.6199      1.211         11        640:  95%|█████████▌| 494/519 [03:43<00:08,  2.98it/s]
      44/80      0.94G     0.9334      1.579     0.6197      1.211         13        640:  95%|█████████▌| 494/519 [03:44<00:08,  2.98it/s]
      44/80      0.94G     0.9334      1.579     0.6197      1.211         13        640:  95%|█████████▌| 495/519 [03:44<00:14,  1.61it/s]
      44/80      0.94G     0.9336      1.579     0.6198      1.211          9        640:  95%|█████████▌| 495/519 [03:44<00:14,  1.61it/s]
      44/80      0.94G     0.9336      1.579     0.6198      1.211          9        640:  96%|█████████▌| 496/519 [03:44<00:12,  1.89it/s]
      44/80      0.94G     0.9333      1.579     0.6195      1.211         11        640:  96%|█████████▌| 496/519 [03:45<00:12,  1.89it/s]
      44/80      0.94G     0.9333      1.579     0.6195      1.211         11        640:  96%|█████████▌| 497/519 [03:45<00:10,  2.19it/s]
      44/80      0.94G     0.9332       1.58     0.6196      1.211         13        640:  96%|█████████▌| 497/519 [03:45<00:10,  2.19it/s]
      44/80      0.94G     0.9332       1.58     0.6196      1.211         13        640:  96%|█████████▌| 498/519 [03:45<00:07,  2.66it/s]
      44/80      0.94G     0.9331       1.58     0.6197      1.211          8        640:  96%|█████████▌| 498/519 [03:46<00:07,  2.66it/s]
      44/80      0.94G     0.9331       1.58     0.6197      1.211          8        640:  96%|█████████▌| 499/519 [03:46<00:09,  2.01it/s]
      44/80      0.94G     0.9329       1.58     0.6198       1.21         12        640:  96%|█████████▌| 499/519 [03:46<00:09,  2.01it/s]
      44/80      0.94G     0.9329       1.58     0.6198       1.21         12        640:  96%|█████████▋| 500/519 [03:46<00:08,  2.37it/s]
      44/80      0.94G     0.9331      1.581     0.6203       1.21         10        640:  96%|█████████▋| 500/519 [03:46<00:08,  2.37it/s]
      44/80      0.94G     0.9331      1.581     0.6203       1.21         10        640:  97%|█████████▋| 501/519 [03:46<00:06,  2.81it/s]
      44/80      0.94G     0.9324      1.581     0.6198       1.21         12        640:  97%|█████████▋| 501/519 [03:46<00:06,  2.81it/s]
      44/80      0.94G     0.9324      1.581     0.6198       1.21         12        640:  97%|█████████▋| 502/519 [03:46<00:05,  3.09it/s]
      44/80      0.94G     0.9328       1.58       0.62       1.21          9        640:  97%|█████████▋| 502/519 [03:48<00:05,  3.09it/s]
      44/80      0.94G     0.9328       1.58       0.62       1.21          9        640:  97%|█████████▋| 503/519 [03:48<00:10,  1.55it/s]
      44/80      0.94G     0.9327      1.581     0.6203       1.21         10        640:  97%|█████████▋| 503/519 [03:48<00:10,  1.55it/s]
      44/80      0.94G     0.9327      1.581     0.6203       1.21         10        640:  97%|█████████▋| 504/519 [03:48<00:07,  1.91it/s]
      44/80      0.94G     0.9328      1.581       0.62       1.21          8        640:  97%|█████████▋| 504/519 [03:48<00:07,  1.91it/s]
      44/80      0.94G     0.9328      1.581       0.62       1.21          8        640:  97%|█████████▋| 505/519 [03:48<00:06,  2.30it/s]
      44/80      0.94G     0.9328      1.581     0.6198       1.21          7        640:  97%|█████████▋| 505/519 [03:48<00:06,  2.30it/s]
      44/80      0.94G     0.9328      1.581     0.6198       1.21          7        640:  97%|█████████▋| 506/519 [03:48<00:04,  2.68it/s]
      44/80      0.94G     0.9321      1.581     0.6199       1.21          7        640:  97%|█████████▋| 506/519 [03:49<00:04,  2.68it/s]
      44/80      0.94G     0.9321      1.581     0.6199       1.21          7        640:  98%|█████████▊| 507/519 [03:49<00:06,  1.74it/s]
      44/80      0.94G     0.9327      1.581     0.6204       1.21          8        640:  98%|█████████▊| 507/519 [03:50<00:06,  1.74it/s]
      44/80      0.94G     0.9327      1.581     0.6204       1.21          8        640:  98%|█████████▊| 508/519 [03:50<00:05,  2.12it/s]
      44/80      0.94G     0.9327       1.58     0.6206      1.211          8        640:  98%|█████████▊| 508/519 [03:50<00:05,  2.12it/s]
      44/80      0.94G     0.9327       1.58     0.6206      1.211          8        640:  98%|█████████▊| 509/519 [03:50<00:04,  2.48it/s]
      44/80      0.94G     0.9328       1.58     0.6206       1.21         14        640:  98%|█████████▊| 509/519 [03:50<00:04,  2.48it/s]
      44/80      0.94G     0.9328       1.58     0.6206       1.21         14        640:  98%|█████████▊| 510/519 [03:50<00:03,  2.91it/s]
      44/80      0.94G     0.9325       1.58     0.6202       1.21         13        640:  98%|█████████▊| 510/519 [03:52<00:03,  2.91it/s]
      44/80      0.94G     0.9325       1.58     0.6202       1.21         13        640:  98%|█████████▊| 511/519 [03:52<00:05,  1.50it/s]
      44/80      0.94G     0.9321      1.579     0.6199       1.21         11        640:  98%|█████████▊| 511/519 [03:52<00:05,  1.50it/s]
      44/80      0.94G     0.9321      1.579     0.6199       1.21         11        640:  99%|█████████▊| 512/519 [03:52<00:03,  1.93it/s]
      44/80      0.94G     0.9319      1.579     0.6196       1.21         14        640:  99%|█████████▊| 512/519 [03:52<00:03,  1.93it/s]
      44/80      0.94G     0.9319      1.579     0.6196       1.21         14        640:  99%|█████████▉| 513/519 [03:52<00:02,  2.47it/s]
      44/80      0.94G     0.9318      1.579     0.6194       1.21         14        640:  99%|█████████▉| 513/519 [03:52<00:02,  2.47it/s]
      44/80      0.94G     0.9318      1.579     0.6194       1.21         14        640:  99%|█████████▉| 514/519 [03:52<00:01,  3.16it/s]
      44/80      0.94G     0.9317      1.578     0.6196       1.21         12        640:  99%|█████████▉| 514/519 [03:52<00:01,  3.16it/s]
      44/80      0.94G     0.9317      1.578     0.6196       1.21         12        640:  99%|█████████▉| 515/519 [03:52<00:01,  3.06it/s]
      44/80      0.94G     0.9319      1.579     0.6198       1.21         12        640:  99%|█████████▉| 515/519 [03:52<00:01,  3.06it/s]
      44/80      0.94G     0.9319      1.579     0.6198       1.21         12        640:  99%|█████████▉| 516/519 [03:52<00:00,  3.84it/s]
      44/80      0.94G      0.932      1.578     0.6195       1.21          6        640:  99%|█████████▉| 516/519 [03:53<00:00,  3.84it/s]
      44/80      0.94G      0.932      1.578     0.6195       1.21          6        640: 100%|█████████▉| 517/519 [03:53<00:00,  4.66it/s]
      44/80      0.94G     0.9321      1.577     0.6193       1.21         11        640: 100%|█████████▉| 517/519 [03:53<00:00,  4.66it/s]
      44/80      0.94G     0.9324      1.577      0.619       1.21          8        640: 100%|█████████▉| 517/519 [03:53<00:00,  4.66it/s]
      44/80      0.94G     0.9324      1.577      0.619       1.21          8        640: 100%|██████████| 519/519 [03:53<00:00,  4.65it/s]
      44/80      0.94G     0.9324      1.577      0.619       1.21          8        640: 100%|██████████| 519/519 [03:53<00:00,  2.22it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:43,  6.31s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:58,  2.83s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:44,  1.69s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:11,  1.17s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<00:58,  1.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:50,  1.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:43,  1.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:37,  1.51it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:32,  1.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:27,  2.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:23,  2.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:23,  2.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:23,  2.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:23,  2.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:25,  1.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:23,  2.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:23,  1.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:25,  1.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:26,  1.60it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  1.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:17,  2.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:05,  5.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:04,  6.51it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.84it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  7.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:02,  8.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:02,  8.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:02,  7.27it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  5.84it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  5.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:03,  5.49it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  5.82it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:21<00:01,  7.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  82%|████████▏ | 53/65 [00:21<00:01,  8.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  8.87it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.55it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.79it/s]
+                   all        519        519      0.959      0.952      0.983      0.737      0.961      0.954      0.985      0.718
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
      45/80      0.94G     0.8481      1.754     0.6673      1.157         12        640:   0%|          | 0/519 [00:03<?, ?it/s]
      45/80      0.94G     0.8481      1.754     0.6673      1.157         12        640:   0%|          | 1/519 [00:03<27:01,  3.13s/it]
      45/80      0.94G     0.9756      1.619     0.7063      1.289          6        640:   0%|          | 1/519 [00:03<27:01,  3.13s/it]
      45/80      0.94G     0.9756      1.619     0.7063      1.289          6        640:   0%|          | 2/519 [00:03<12:13,  1.42s/it]
      45/80      0.94G     0.9478      1.817      0.682      1.277          9        640:   0%|          | 2/519 [00:03<12:13,  1.42s/it]
      45/80      0.94G     0.9478      1.817      0.682      1.277          9        640:   1%|          | 3/519 [00:03<07:28,  1.15it/s]
      45/80      0.94G     0.9207      1.655     0.7266      1.242          7        640:   1%|          | 3/519 [00:03<07:28,  1.15it/s]
      45/80      0.94G     0.9207      1.655     0.7266      1.242          7        640:   1%|          | 4/519 [00:03<05:19,  1.61it/s]
      45/80      0.94G     0.9131      1.561     0.7072      1.264          7        640:   1%|          | 4/519 [00:04<05:19,  1.61it/s]
      45/80      0.94G     0.9131      1.561     0.7072      1.264          7        640:   1%|          | 5/519 [00:04<04:32,  1.89it/s]
      45/80      0.94G     0.8677      1.543     0.6583      1.237         11        640:   1%|          | 5/519 [00:04<04:32,  1.89it/s]
      45/80      0.94G     0.8677      1.543     0.6583      1.237         11        640:   1%|          | 6/519 [00:04<03:40,  2.33it/s]
      45/80      0.94G     0.8741      1.525     0.6379      1.235         12        640:   1%|          | 6/519 [00:04<03:40,  2.33it/s]
      45/80      0.94G     0.8741      1.525     0.6379      1.235         12        640:   1%|▏         | 7/519 [00:04<03:02,  2.80it/s]
      45/80      0.94G     0.8701      1.549     0.6197      1.239         10        640:   1%|▏         | 7/519 [00:04<03:02,  2.80it/s]
      45/80      0.94G     0.8701      1.549     0.6197      1.239         10        640:   2%|▏         | 8/519 [00:04<02:40,  3.18it/s]
      45/80      0.94G     0.8823      1.531     0.6238      1.228         14        640:   2%|▏         | 8/519 [00:06<02:40,  3.18it/s]
      45/80      0.94G     0.8823      1.531     0.6238      1.228         14        640:   2%|▏         | 9/519 [00:06<07:02,  1.21it/s]
      45/80      0.94G     0.8851      1.492     0.6044      1.217         10        640:   2%|▏         | 9/519 [00:07<07:02,  1.21it/s]
      45/80      0.94G     0.8851      1.492     0.6044      1.217         10        640:   2%|▏         | 10/519 [00:07<05:35,  1.52it/s]
      45/80      0.94G     0.8763      1.438     0.6124      1.207          4        640:   2%|▏         | 10/519 [00:07<05:35,  1.52it/s]
      45/80      0.94G     0.8763      1.438     0.6124      1.207          4        640:   2%|▏         | 11/519 [00:07<04:26,  1.91it/s]
      45/80      0.94G     0.8769      1.419     0.6026      1.191          8        640:   2%|▏         | 11/519 [00:07<04:26,  1.91it/s]
      45/80      0.94G     0.8769      1.419     0.6026      1.191          8        640:   2%|▏         | 12/519 [00:07<03:40,  2.29it/s]
      45/80      0.94G     0.8793      1.453     0.6125      1.188          8        640:   2%|▏         | 12/519 [00:08<03:40,  2.29it/s]
      45/80      0.94G     0.8793      1.453     0.6125      1.188          8        640:   3%|▎         | 13/519 [00:08<05:32,  1.52it/s]
      45/80      0.94G     0.8904      1.482     0.6099      1.197         11        640:   3%|▎         | 13/519 [00:08<05:32,  1.52it/s]
      45/80      0.94G     0.8904      1.482     0.6099      1.197         11        640:   3%|▎         | 14/519 [00:08<04:27,  1.89it/s]
      45/80      0.94G     0.8879      1.477     0.6147      1.206          5        640:   3%|▎         | 14/519 [00:09<04:27,  1.89it/s]
      45/80      0.94G     0.8879      1.477     0.6147      1.206          5        640:   3%|▎         | 15/519 [00:09<03:39,  2.30it/s]
      45/80      0.94G     0.8917      1.459     0.6095      1.203         10        640:   3%|▎         | 15/519 [00:09<03:39,  2.30it/s]
      45/80      0.94G     0.8917      1.459     0.6095      1.203         10        640:   3%|▎         | 16/519 [00:09<03:11,  2.62it/s]
      45/80      0.94G     0.8841       1.44     0.6002       1.19          7        640:   3%|▎         | 16/519 [00:10<03:11,  2.62it/s]
      45/80      0.94G     0.8841       1.44     0.6002       1.19          7        640:   3%|▎         | 17/519 [00:10<05:19,  1.57it/s]
      45/80      0.94G     0.8978      1.467     0.6083      1.195         11        640:   3%|▎         | 17/519 [00:10<05:19,  1.57it/s]
      45/80      0.94G     0.8978      1.467     0.6083      1.195         11        640:   3%|▎         | 18/519 [00:10<04:17,  1.95it/s]
      45/80      0.94G     0.9044       1.49     0.6141      1.204         11        640:   3%|▎         | 18/519 [00:11<04:17,  1.95it/s]
      45/80      0.94G     0.9044       1.49     0.6141      1.204         11        640:   4%|▎         | 19/519 [00:11<03:39,  2.28it/s]
      45/80      0.94G     0.9006      1.505     0.6222      1.203         11        640:   4%|▎         | 19/519 [00:11<03:39,  2.28it/s]
      45/80      0.94G     0.9006      1.505     0.6222      1.203         11        640:   4%|▍         | 20/519 [00:11<03:04,  2.71it/s]
      45/80      0.94G     0.8996      1.501     0.6292      1.207         10        640:   4%|▍         | 20/519 [00:12<03:04,  2.71it/s]
      45/80      0.94G     0.8996      1.501     0.6292      1.207         10        640:   4%|▍         | 21/519 [00:12<06:07,  1.36it/s]
      45/80      0.94G     0.8884      1.481     0.6207      1.198         10        640:   4%|▍         | 21/519 [00:13<06:07,  1.36it/s]
      45/80      0.94G     0.8884      1.481     0.6207      1.198         10        640:   4%|▍         | 22/519 [00:13<04:52,  1.70it/s]
      45/80      0.94G     0.8994      1.488     0.6287      1.202          9        640:   4%|▍         | 22/519 [00:13<04:52,  1.70it/s]
      45/80      0.94G     0.8994      1.488     0.6287      1.202          9        640:   4%|▍         | 23/519 [00:13<04:05,  2.02it/s]
      45/80      0.94G     0.8852      1.467      0.615      1.196          8        640:   4%|▍         | 23/519 [00:13<04:05,  2.02it/s]
      45/80      0.94G     0.8852      1.467      0.615      1.196          8        640:   5%|▍         | 24/519 [00:13<03:31,  2.34it/s]
      45/80      0.94G     0.8984      1.479     0.6111      1.204          5        640:   5%|▍         | 24/519 [00:14<03:31,  2.34it/s]
      45/80      0.94G     0.8984      1.479     0.6111      1.204          5        640:   5%|▍         | 25/519 [00:14<04:52,  1.69it/s]
      45/80      0.94G     0.9057      1.507     0.6121      1.211          6        640:   5%|▍         | 25/519 [00:14<04:52,  1.69it/s]
      45/80      0.94G     0.9057      1.507     0.6121      1.211          6        640:   5%|▌         | 26/519 [00:14<03:56,  2.08it/s]
      45/80      0.94G     0.9025      1.497     0.6078      1.205         10        640:   5%|▌         | 26/519 [00:15<03:56,  2.08it/s]
      45/80      0.94G     0.9025      1.497     0.6078      1.205         10        640:   5%|▌         | 27/519 [00:15<03:24,  2.41it/s]
      45/80      0.94G     0.8963       1.49     0.6031        1.2          5        640:   5%|▌         | 27/519 [00:15<03:24,  2.41it/s]
      45/80      0.94G     0.8963       1.49     0.6031        1.2          5        640:   5%|▌         | 28/519 [00:15<02:50,  2.88it/s]
      45/80      0.94G     0.9029      1.485     0.6052      1.198         10        640:   5%|▌         | 28/519 [00:16<02:50,  2.88it/s]
      45/80      0.94G     0.9029      1.485     0.6052      1.198         10        640:   6%|▌         | 29/519 [00:16<04:25,  1.85it/s]
      45/80      0.94G     0.9123      1.504     0.6125      1.203          9        640:   6%|▌         | 29/519 [00:16<04:25,  1.85it/s]
      45/80      0.94G     0.9123      1.504     0.6125      1.203          9        640:   6%|▌         | 30/519 [00:16<03:35,  2.27it/s]
      45/80      0.94G     0.9172      1.504     0.6139      1.203         11        640:   6%|▌         | 30/519 [00:16<03:35,  2.27it/s]
      45/80      0.94G     0.9172      1.504     0.6139      1.203         11        640:   6%|▌         | 31/519 [00:16<03:03,  2.66it/s]
      45/80      0.94G     0.9036      1.492     0.6108      1.196          4        640:   6%|▌         | 31/519 [00:17<03:03,  2.66it/s]
      45/80      0.94G     0.9036      1.492     0.6108      1.196          4        640:   6%|▌         | 32/519 [00:17<02:42,  2.99it/s]
      45/80      0.94G     0.9067      1.492     0.6106      1.198         10        640:   6%|▌         | 32/519 [00:17<02:42,  2.99it/s]
      45/80      0.94G     0.9067      1.492     0.6106      1.198         10        640:   6%|▋         | 33/519 [00:17<04:03,  1.99it/s]
      45/80      0.94G     0.9246      1.502      0.619      1.212          7        640:   6%|▋         | 33/519 [00:18<04:03,  1.99it/s]
      45/80      0.94G     0.9246      1.502      0.619      1.212          7        640:   7%|▋         | 34/519 [00:18<03:23,  2.38it/s]
      45/80      0.94G     0.9246      1.509     0.6167      1.215          7        640:   7%|▋         | 34/519 [00:18<03:23,  2.38it/s]
      45/80      0.94G     0.9246      1.509     0.6167      1.215          7        640:   7%|▋         | 35/519 [00:18<02:51,  2.82it/s]
      45/80      0.94G     0.9255      1.507     0.6133      1.216         10        640:   7%|▋         | 35/519 [00:18<02:51,  2.82it/s]
      45/80      0.94G     0.9255      1.507     0.6133      1.216         10        640:   7%|▋         | 36/519 [00:18<02:27,  3.28it/s]
      45/80      0.94G     0.9316      1.546     0.6256      1.218         13        640:   7%|▋         | 36/519 [00:19<02:27,  3.28it/s]
      45/80      0.94G     0.9316      1.546     0.6256      1.218         13        640:   7%|▋         | 37/519 [00:19<04:50,  1.66it/s]
      45/80      0.94G     0.9312       1.54     0.6228      1.218         12        640:   7%|▋         | 37/519 [00:20<04:50,  1.66it/s]
      45/80      0.94G     0.9312       1.54     0.6228      1.218         12        640:   7%|▋         | 38/519 [00:20<03:49,  2.10it/s]
      45/80      0.94G     0.9295      1.543     0.6222      1.214         12        640:   7%|▋         | 38/519 [00:20<03:49,  2.10it/s]
      45/80      0.94G     0.9295      1.543     0.6222      1.214         12        640:   8%|▊         | 39/519 [00:20<03:22,  2.37it/s]
      45/80      0.94G     0.9322      1.558     0.6251      1.219          7        640:   8%|▊         | 39/519 [00:20<03:22,  2.37it/s]
      45/80      0.94G     0.9322      1.558     0.6251      1.219          7        640:   8%|▊         | 40/519 [00:20<02:48,  2.84it/s]
      45/80      0.94G     0.9355      1.555     0.6273      1.223         11        640:   8%|▊         | 40/519 [00:21<02:48,  2.84it/s]
      45/80      0.94G     0.9355      1.555     0.6273      1.223         11        640:   8%|▊         | 41/519 [00:21<03:40,  2.17it/s]
      45/80      0.94G     0.9355      1.549     0.6244      1.226          9        640:   8%|▊         | 41/519 [00:21<03:40,  2.17it/s]
      45/80      0.94G     0.9355      1.549     0.6244      1.226          9        640:   8%|▊         | 42/519 [00:21<03:15,  2.44it/s]
      45/80      0.94G     0.9387      1.547     0.6255      1.228         12        640:   8%|▊         | 42/519 [00:21<03:15,  2.44it/s]
      45/80      0.94G     0.9387      1.547     0.6255      1.228         12        640:   8%|▊         | 43/519 [00:21<02:49,  2.81it/s]
      45/80      0.94G     0.9358      1.551     0.6268      1.228          6        640:   8%|▊         | 43/519 [00:21<02:49,  2.81it/s]
      45/80      0.94G     0.9358      1.551     0.6268      1.228          6        640:   8%|▊         | 44/519 [00:21<02:33,  3.09it/s]
      45/80      0.94G     0.9391      1.554     0.6323      1.231         11        640:   8%|▊         | 44/519 [00:23<02:33,  3.09it/s]
      45/80      0.94G     0.9391      1.554     0.6323      1.231         11        640:   9%|▊         | 45/519 [00:23<04:33,  1.73it/s]
      45/80      0.94G     0.9406       1.56     0.6346       1.23         10        640:   9%|▊         | 45/519 [00:23<04:33,  1.73it/s]
      45/80      0.94G     0.9406       1.56     0.6346       1.23         10        640:   9%|▉         | 46/519 [00:23<03:35,  2.19it/s]
      45/80      0.94G     0.9418      1.562     0.6333      1.232          9        640:   9%|▉         | 46/519 [00:23<03:35,  2.19it/s]
      45/80      0.94G     0.9418      1.562     0.6333      1.232          9        640:   9%|▉         | 47/519 [00:23<03:00,  2.61it/s]
      45/80      0.94G     0.9369      1.554     0.6284      1.227         12        640:   9%|▉         | 47/519 [00:23<03:00,  2.61it/s]
      45/80      0.94G     0.9369      1.554     0.6284      1.227         12        640:   9%|▉         | 48/519 [00:23<02:42,  2.90it/s]
      45/80      0.94G     0.9341      1.553     0.6276      1.223         12        640:   9%|▉         | 48/519 [00:25<02:42,  2.90it/s]
      45/80      0.94G     0.9341      1.553     0.6276      1.223         12        640:   9%|▉         | 49/519 [00:25<04:51,  1.61it/s]
      45/80      0.94G     0.9329      1.554     0.6277      1.221         13        640:   9%|▉         | 49/519 [00:25<04:51,  1.61it/s]
      45/80      0.94G     0.9329      1.554     0.6277      1.221         13        640:  10%|▉         | 50/519 [00:25<03:53,  2.01it/s]
      45/80      0.94G     0.9348      1.556      0.632      1.221          7        640:  10%|▉         | 50/519 [00:25<03:53,  2.01it/s]
      45/80      0.94G     0.9348      1.556      0.632      1.221          7        640:  10%|▉         | 51/519 [00:25<03:14,  2.41it/s]
      45/80      0.94G     0.9283      1.553     0.6298      1.217         13        640:  10%|▉         | 51/519 [00:25<03:14,  2.41it/s]
      45/80      0.94G     0.9283      1.553     0.6298      1.217         13        640:  10%|█         | 52/519 [00:25<02:44,  2.83it/s]
      45/80      0.94G     0.9279      1.555     0.6282      1.215         10        640:  10%|█         | 52/519 [00:26<02:44,  2.83it/s]
      45/80      0.94G     0.9279      1.555     0.6282      1.215         10        640:  10%|█         | 53/519 [00:26<04:47,  1.62it/s]
      45/80      0.94G     0.9217       1.55      0.624      1.213          7        640:  10%|█         | 53/519 [00:27<04:47,  1.62it/s]
      45/80      0.94G     0.9217       1.55      0.624      1.213          7        640:  10%|█         | 54/519 [00:27<03:48,  2.03it/s]
      45/80      0.94G     0.9228      1.548     0.6238      1.212         15        640:  10%|█         | 54/519 [00:27<03:48,  2.03it/s]
      45/80      0.94G     0.9228      1.548     0.6238      1.212         15        640:  11%|█         | 55/519 [00:27<03:09,  2.44it/s]
      45/80      0.94G     0.9274      1.561      0.623      1.215         10        640:  11%|█         | 55/519 [00:27<03:09,  2.44it/s]
      45/80      0.94G     0.9274      1.561      0.623      1.215         10        640:  11%|█         | 56/519 [00:27<02:44,  2.81it/s]
      45/80      0.94G     0.9288      1.579     0.6239      1.215          8        640:  11%|█         | 56/519 [00:28<02:44,  2.81it/s]
      45/80      0.94G     0.9288      1.579     0.6239      1.215          8        640:  11%|█         | 57/519 [00:28<04:45,  1.62it/s]
      45/80      0.94G     0.9262      1.578     0.6216      1.214         10        640:  11%|█         | 57/519 [00:28<04:45,  1.62it/s]
      45/80      0.94G     0.9262      1.578     0.6216      1.214         10        640:  11%|█         | 58/519 [00:28<03:38,  2.11it/s]
      45/80      0.94G     0.9271       1.59     0.6274      1.216          7        640:  11%|█         | 58/519 [00:29<03:38,  2.11it/s]
      45/80      0.94G     0.9271       1.59     0.6274      1.216          7        640:  11%|█▏        | 59/519 [00:29<03:05,  2.48it/s]
      45/80      0.94G     0.9238      1.588     0.6254      1.215          9        640:  11%|█▏        | 59/519 [00:29<03:05,  2.48it/s]
      45/80      0.94G     0.9238      1.588     0.6254      1.215          9        640:  12%|█▏        | 60/519 [00:29<02:48,  2.72it/s]
      45/80      0.94G      0.922      1.585     0.6256      1.214         11        640:  12%|█▏        | 60/519 [00:30<02:48,  2.72it/s]
      45/80      0.94G      0.922      1.585     0.6256      1.214         11        640:  12%|█▏        | 61/519 [00:30<04:40,  1.63it/s]
      45/80      0.94G     0.9198      1.587     0.6232      1.213         10        640:  12%|█▏        | 61/519 [00:30<04:40,  1.63it/s]
      45/80      0.94G     0.9198      1.587     0.6232      1.213         10        640:  12%|█▏        | 62/519 [00:30<03:43,  2.04it/s]
      45/80      0.94G     0.9269      1.586      0.628      1.221          8        640:  12%|█▏        | 62/519 [00:31<03:43,  2.04it/s]
      45/80      0.94G     0.9269      1.586      0.628      1.221          8        640:  12%|█▏        | 63/519 [00:31<03:04,  2.47it/s]
      45/80      0.94G     0.9266      1.586     0.6322       1.22          9        640:  12%|█▏        | 63/519 [00:31<03:04,  2.47it/s]
      45/80      0.94G     0.9266      1.586     0.6322       1.22          9        640:  12%|█▏        | 64/519 [00:31<02:40,  2.83it/s]
      45/80      0.94G     0.9286      1.591     0.6362      1.223         11        640:  12%|█▏        | 64/519 [00:32<02:40,  2.83it/s]
      45/80      0.94G     0.9286      1.591     0.6362      1.223         11        640:  13%|█▎        | 65/519 [00:32<04:43,  1.60it/s]
      45/80      0.94G     0.9266       1.59     0.6351       1.22         14        640:  13%|█▎        | 65/519 [00:32<04:43,  1.60it/s]
      45/80      0.94G     0.9266       1.59     0.6351       1.22         14        640:  13%|█▎        | 66/519 [00:32<03:39,  2.07it/s]
      45/80      0.94G     0.9221      1.596     0.6436      1.219          6        640:  13%|█▎        | 66/519 [00:32<03:39,  2.07it/s]
      45/80      0.94G     0.9221      1.596     0.6436      1.219          6        640:  13%|█▎        | 67/519 [00:32<02:57,  2.54it/s]
      45/80      0.94G     0.9231      1.589     0.6433      1.219         11        640:  13%|█▎        | 67/519 [00:33<02:57,  2.54it/s]
      45/80      0.94G     0.9231      1.589     0.6433      1.219         11        640:  13%|█▎        | 68/519 [00:33<02:37,  2.86it/s]
      45/80      0.94G     0.9201      1.585      0.641      1.218         10        640:  13%|█▎        | 68/519 [00:33<02:37,  2.86it/s]
      45/80      0.94G     0.9201      1.585      0.641      1.218         10        640:  13%|█▎        | 69/519 [00:33<03:42,  2.02it/s]
      45/80      0.94G     0.9155      1.582     0.6397      1.215          6        640:  13%|█▎        | 69/519 [00:34<03:42,  2.02it/s]
      45/80      0.94G     0.9155      1.582     0.6397      1.215          6        640:  13%|█▎        | 70/519 [00:34<03:01,  2.47it/s]
      45/80      0.94G     0.9196      1.583     0.6404      1.218          9        640:  13%|█▎        | 70/519 [00:34<03:01,  2.47it/s]
      45/80      0.94G     0.9196      1.583     0.6404      1.218          9        640:  14%|█▎        | 71/519 [00:34<02:35,  2.88it/s]
      45/80      0.94G     0.9178      1.582     0.6395      1.218         14        640:  14%|█▎        | 71/519 [00:34<02:35,  2.88it/s]
      45/80      0.94G     0.9178      1.582     0.6395      1.218         14        640:  14%|█▍        | 72/519 [00:34<02:28,  3.01it/s]
      45/80      0.94G     0.9237       1.59     0.6412       1.22          9        640:  14%|█▍        | 72/519 [00:35<02:28,  3.01it/s]
      45/80      0.94G     0.9237       1.59     0.6412       1.22          9        640:  14%|█▍        | 73/519 [00:35<04:33,  1.63it/s]
      45/80      0.94G     0.9249      1.597     0.6419      1.222          9        640:  14%|█▍        | 73/519 [00:36<04:33,  1.63it/s]
      45/80      0.94G     0.9249      1.597     0.6419      1.222          9        640:  14%|█▍        | 74/519 [00:36<03:40,  2.02it/s]
      45/80      0.94G     0.9264        1.6     0.6438      1.223         13        640:  14%|█▍        | 74/519 [00:36<03:40,  2.02it/s]
      45/80      0.94G     0.9264        1.6     0.6438      1.223         13        640:  14%|█▍        | 75/519 [00:36<03:03,  2.42it/s]
      45/80      0.94G     0.9242      1.597     0.6432      1.221         10        640:  14%|█▍        | 75/519 [00:36<03:03,  2.42it/s]
      45/80      0.94G     0.9242      1.597     0.6432      1.221         10        640:  15%|█▍        | 76/519 [00:36<02:44,  2.70it/s]
      45/80      0.94G     0.9305      1.593     0.6476      1.228          8        640:  15%|█▍        | 76/519 [00:37<02:44,  2.70it/s]
      45/80      0.94G     0.9305      1.593     0.6476      1.228          8        640:  15%|█▍        | 77/519 [00:37<03:02,  2.42it/s]
      45/80      0.94G      0.932      1.595     0.6469      1.229         10        640:  15%|█▍        | 77/519 [00:37<03:02,  2.42it/s]
      45/80      0.94G      0.932      1.595     0.6469      1.229         10        640:  15%|█▌        | 78/519 [00:37<02:31,  2.90it/s]
      45/80      0.94G     0.9321      1.596     0.6447      1.228         10        640:  15%|█▌        | 78/519 [00:37<02:31,  2.90it/s]
      45/80      0.94G     0.9321      1.596     0.6447      1.228         10        640:  15%|█▌        | 79/519 [00:37<02:16,  3.23it/s]
      45/80      0.94G     0.9328      1.594     0.6439      1.227          9        640:  15%|█▌        | 79/519 [00:37<02:16,  3.23it/s]
      45/80      0.94G     0.9328      1.594     0.6439      1.227          9        640:  15%|█▌        | 80/519 [00:37<02:11,  3.34it/s]
      45/80      0.94G     0.9315      1.592     0.6424      1.226          9        640:  15%|█▌        | 80/519 [00:39<02:11,  3.34it/s]
      45/80      0.94G     0.9315      1.592     0.6424      1.226          9        640:  16%|█▌        | 81/519 [00:39<04:18,  1.69it/s]
      45/80      0.94G     0.9373        1.6     0.6418       1.23          9        640:  16%|█▌        | 81/519 [00:39<04:18,  1.69it/s]
      45/80      0.94G     0.9373        1.6     0.6418       1.23          9        640:  16%|█▌        | 82/519 [00:39<03:32,  2.05it/s]
      45/80      0.94G     0.9367        1.6     0.6419      1.228         10        640:  16%|█▌        | 82/519 [00:39<03:32,  2.05it/s]
      45/80      0.94G     0.9367        1.6     0.6419      1.228         10        640:  16%|█▌        | 83/519 [00:39<02:58,  2.45it/s]
      45/80      0.94G     0.9375      1.598     0.6414      1.228         10        640:  16%|█▌        | 83/519 [00:39<02:58,  2.45it/s]
      45/80      0.94G     0.9375      1.598     0.6414      1.228         10        640:  16%|█▌        | 84/519 [00:39<02:32,  2.86it/s]
      45/80      0.94G     0.9358      1.596     0.6395      1.225          7        640:  16%|█▌        | 84/519 [00:40<02:32,  2.86it/s]
      45/80      0.94G     0.9358      1.596     0.6395      1.225          7        640:  16%|█▋        | 85/519 [00:40<03:13,  2.24it/s]
      45/80      0.94G     0.9344      1.593      0.638      1.223         10        640:  16%|█▋        | 85/519 [00:40<03:13,  2.24it/s]
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      45/80      0.94G     0.9322      1.593     0.6368      1.221          8        640:  17%|█▋        | 86/519 [00:40<02:44,  2.62it/s]
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      45/80      0.94G     0.9288      1.588     0.6348      1.219          9        640:  17%|█▋        | 87/519 [00:41<02:28,  2.90it/s]
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      45/80      0.94G     0.9265      1.585     0.6326      1.218         10        640:  17%|█▋        | 88/519 [00:41<02:13,  3.23it/s]
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      45/80      0.94G     0.9233      1.579     0.6317      1.217          8        640:  17%|█▋        | 89/519 [00:42<03:09,  2.27it/s]
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      45/80      0.94G     0.9245       1.58     0.6342      1.218         11        640:  17%|█▋        | 90/519 [00:43<02:44,  2.60it/s]
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      45/80      0.94G     0.9208      1.578     0.6334      1.217          6        640:  18%|█▊        | 91/519 [00:43<04:13,  1.69it/s]
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      45/80      0.94G     0.9198      1.573     0.6316      1.217          8        640:  18%|█▊        | 92/519 [00:43<03:27,  2.06it/s]
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      45/80      0.94G     0.9251      1.542     0.6156      1.214         10        640:  55%|█████▌    | 288/519 [02:14<02:17,  1.68it/s]
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      45/80      0.94G      0.925      1.541      0.615      1.214         13        640:  56%|█████▌    | 289/519 [02:14<01:50,  2.07it/s]
      45/80      0.94G     0.9257      1.543     0.6164      1.215          8        640:  56%|█████▌    | 289/519 [02:14<01:50,  2.07it/s]
      45/80      0.94G     0.9257      1.543     0.6164      1.215          8        640:  56%|█████▌    | 290/519 [02:14<01:35,  2.40it/s]
      45/80      0.94G     0.9255      1.544      0.616      1.215         11        640:  56%|█████▌    | 290/519 [02:15<01:35,  2.40it/s]
      45/80      0.94G     0.9255      1.544      0.616      1.215         11        640:  56%|█████▌    | 291/519 [02:15<01:21,  2.78it/s]
      45/80      0.94G     0.9256      1.543     0.6161      1.215          9        640:  56%|█████▌    | 291/519 [02:16<01:21,  2.78it/s]
      45/80      0.94G     0.9256      1.543     0.6161      1.215          9        640:  56%|█████▋    | 292/519 [02:16<01:58,  1.92it/s]
      45/80      0.94G      0.925      1.542     0.6155      1.214         13        640:  56%|█████▋    | 292/519 [02:16<01:58,  1.92it/s]
      45/80      0.94G      0.925      1.542     0.6155      1.214         13        640:  56%|█████▋    | 293/519 [02:16<01:37,  2.32it/s]
      45/80      0.94G     0.9261      1.543     0.6168      1.214          8        640:  56%|█████▋    | 293/519 [02:16<01:37,  2.32it/s]
      45/80      0.94G     0.9261      1.543     0.6168      1.214          8        640:  57%|█████▋    | 294/519 [02:16<01:21,  2.75it/s]
      45/80      0.94G      0.925      1.541     0.6163      1.214         13        640:  57%|█████▋    | 294/519 [02:16<01:21,  2.75it/s]
      45/80      0.94G      0.925      1.541     0.6163      1.214         13        640:  57%|█████▋    | 295/519 [02:16<01:14,  3.00it/s]
      45/80      0.94G      0.925      1.539     0.6159      1.214          9        640:  57%|█████▋    | 295/519 [02:17<01:14,  3.00it/s]
      45/80      0.94G      0.925      1.539     0.6159      1.214          9        640:  57%|█████▋    | 296/519 [02:17<01:43,  2.16it/s]
      45/80      0.94G     0.9266      1.538     0.6164      1.215          8        640:  57%|█████▋    | 296/519 [02:17<01:43,  2.16it/s]
      45/80      0.94G     0.9266      1.538     0.6164      1.215          8        640:  57%|█████▋    | 297/519 [02:17<01:33,  2.38it/s]
      45/80      0.94G     0.9256      1.537     0.6159      1.214          8        640:  57%|█████▋    | 297/519 [02:18<01:33,  2.38it/s]
      45/80      0.94G     0.9256      1.537     0.6159      1.214          8        640:  57%|█████▋    | 298/519 [02:18<01:24,  2.62it/s]
      45/80      0.94G      0.926      1.538     0.6163      1.215          9        640:  57%|█████▋    | 298/519 [02:18<01:24,  2.62it/s]
      45/80      0.94G      0.926      1.538     0.6163      1.215          9        640:  58%|█████▊    | 299/519 [02:18<01:16,  2.87it/s]
      45/80      0.94G     0.9259      1.537     0.6161      1.215         10        640:  58%|█████▊    | 299/519 [02:19<01:16,  2.87it/s]
      45/80      0.94G     0.9259      1.537     0.6161      1.215         10        640:  58%|█████▊    | 300/519 [02:19<01:42,  2.13it/s]
      45/80      0.94G     0.9255      1.537     0.6169      1.215          5        640:  58%|█████▊    | 300/519 [02:19<01:42,  2.13it/s]
      45/80      0.94G     0.9255      1.537     0.6169      1.215          5        640:  58%|█████▊    | 301/519 [02:19<01:26,  2.52it/s]
      45/80      0.94G     0.9255      1.536     0.6162      1.215          5        640:  58%|█████▊    | 301/519 [02:19<01:26,  2.52it/s]
      45/80      0.94G     0.9255      1.536     0.6162      1.215          5        640:  58%|█████▊    | 302/519 [02:19<01:15,  2.87it/s]
      45/80      0.94G     0.9256      1.535     0.6159      1.215          6        640:  58%|█████▊    | 302/519 [02:20<01:15,  2.87it/s]
      45/80      0.94G     0.9256      1.535     0.6159      1.215          6        640:  58%|█████▊    | 303/519 [02:20<01:14,  2.89it/s]
      45/80      0.94G     0.9251      1.535     0.6155      1.215          9        640:  58%|█████▊    | 303/519 [02:21<01:14,  2.89it/s]
      45/80      0.94G     0.9251      1.535     0.6155      1.215          9        640:  59%|█████▊    | 304/519 [02:21<02:33,  1.40it/s]
      45/80      0.94G     0.9244      1.534      0.615      1.214         10        640:  59%|█████▊    | 304/519 [02:21<02:33,  1.40it/s]
      45/80      0.94G     0.9244      1.534      0.615      1.214         10        640:  59%|█████▉    | 305/519 [02:21<02:01,  1.76it/s]
      45/80      0.94G     0.9247      1.535     0.6147      1.215         10        640:  59%|█████▉    | 305/519 [02:22<02:01,  1.76it/s]
      45/80      0.94G     0.9247      1.535     0.6147      1.215         10        640:  59%|█████▉    | 306/519 [02:22<01:40,  2.13it/s]
      45/80      0.94G     0.9251      1.535     0.6144      1.215         10        640:  59%|█████▉    | 306/519 [02:22<01:40,  2.13it/s]
      45/80      0.94G     0.9251      1.535     0.6144      1.215         10        640:  59%|█████▉    | 307/519 [02:22<01:27,  2.41it/s]
      45/80      0.94G     0.9245      1.535     0.6138      1.214         11        640:  59%|█████▉    | 307/519 [02:23<01:27,  2.41it/s]
      45/80      0.94G     0.9245      1.535     0.6138      1.214         11        640:  59%|█████▉    | 308/519 [02:23<02:22,  1.48it/s]
      45/80      0.94G     0.9245      1.536     0.6135      1.214         10        640:  59%|█████▉    | 308/519 [02:23<02:22,  1.48it/s]
      45/80      0.94G     0.9245      1.536     0.6135      1.214         10        640:  60%|█████▉    | 309/519 [02:23<01:53,  1.85it/s]
      45/80      0.94G     0.9243      1.535     0.6134      1.215          7        640:  60%|█████▉    | 309/519 [02:24<01:53,  1.85it/s]
      45/80      0.94G     0.9243      1.535     0.6134      1.215          7        640:  60%|█████▉    | 310/519 [02:24<01:35,  2.18it/s]
      45/80      0.94G     0.9237      1.536     0.6128      1.214          7        640:  60%|█████▉    | 310/519 [02:24<01:35,  2.18it/s]
      45/80      0.94G     0.9237      1.536     0.6128      1.214          7        640:  60%|█████▉    | 311/519 [02:24<01:20,  2.57it/s]
      45/80      0.94G     0.9243      1.536     0.6143      1.214         10        640:  60%|█████▉    | 311/519 [02:25<01:20,  2.57it/s]
      45/80      0.94G     0.9243      1.536     0.6143      1.214         10        640:  60%|██████    | 312/519 [02:25<02:04,  1.66it/s]
      45/80      0.94G     0.9249      1.535     0.6141      1.214         13        640:  60%|██████    | 312/519 [02:25<02:04,  1.66it/s]
      45/80      0.94G     0.9249      1.535     0.6141      1.214         13        640:  60%|██████    | 313/519 [02:25<01:46,  1.93it/s]
      45/80      0.94G     0.9242      1.534     0.6138      1.214         10        640:  60%|██████    | 313/519 [02:26<01:46,  1.93it/s]
      45/80      0.94G     0.9242      1.534     0.6138      1.214         10        640:  61%|██████    | 314/519 [02:26<01:30,  2.27it/s]
      45/80      0.94G     0.9246      1.536     0.6137      1.214          8        640:  61%|██████    | 314/519 [02:26<01:30,  2.27it/s]
      45/80      0.94G     0.9246      1.536     0.6137      1.214          8        640:  61%|██████    | 315/519 [02:26<01:13,  2.76it/s]
      45/80      0.94G     0.9248      1.538     0.6136      1.214         11        640:  61%|██████    | 315/519 [02:27<01:13,  2.76it/s]
      45/80      0.94G     0.9248      1.538     0.6136      1.214         11        640:  61%|██████    | 316/519 [02:27<02:00,  1.68it/s]
      45/80      0.94G     0.9243      1.537     0.6137      1.214         14        640:  61%|██████    | 316/519 [02:27<02:00,  1.68it/s]
      45/80      0.94G     0.9243      1.537     0.6137      1.214         14        640:  61%|██████    | 317/519 [02:27<01:39,  2.03it/s]
      45/80      0.94G     0.9241      1.536     0.6131      1.213          9        640:  61%|██████    | 317/519 [02:27<01:39,  2.03it/s]
      45/80      0.94G     0.9241      1.536     0.6131      1.213          9        640:  61%|██████▏   | 318/519 [02:27<01:20,  2.48it/s]
      45/80      0.94G     0.9236      1.535     0.6127      1.213          9        640:  61%|██████▏   | 318/519 [02:28<01:20,  2.48it/s]
      45/80      0.94G     0.9236      1.535     0.6127      1.213          9        640:  61%|██████▏   | 319/519 [02:28<01:10,  2.83it/s]
      45/80      0.94G     0.9238      1.535     0.6124      1.213         12        640:  61%|██████▏   | 319/519 [02:29<01:10,  2.83it/s]
      45/80      0.94G     0.9238      1.535     0.6124      1.213         12        640:  62%|██████▏   | 320/519 [02:29<02:10,  1.53it/s]
      45/80      0.94G     0.9243      1.536     0.6127      1.214         11        640:  62%|██████▏   | 320/519 [02:29<02:10,  1.53it/s]
      45/80      0.94G     0.9243      1.536     0.6127      1.214         11        640:  62%|██████▏   | 321/519 [02:29<01:42,  1.94it/s]
      45/80      0.94G     0.9249      1.536     0.6133      1.214         10        640:  62%|██████▏   | 321/519 [02:29<01:42,  1.94it/s]
      45/80      0.94G     0.9249      1.536     0.6133      1.214         10        640:  62%|██████▏   | 322/519 [02:29<01:23,  2.36it/s]
      45/80      0.94G     0.9256      1.536     0.6135      1.214          9        640:  62%|██████▏   | 322/519 [02:30<01:23,  2.36it/s]
      45/80      0.94G     0.9256      1.536     0.6135      1.214          9        640:  62%|██████▏   | 323/519 [02:30<01:12,  2.69it/s]
      45/80      0.94G     0.9282       1.54     0.6142      1.217          7        640:  62%|██████▏   | 323/519 [02:31<01:12,  2.69it/s]
      45/80      0.94G     0.9282       1.54     0.6142      1.217          7        640:  62%|██████▏   | 324/519 [02:31<01:59,  1.63it/s]
      45/80      0.94G     0.9289       1.54     0.6142      1.217         10        640:  62%|██████▏   | 324/519 [02:31<01:59,  1.63it/s]
      45/80      0.94G     0.9289       1.54     0.6142      1.217         10        640:  63%|██████▎   | 325/519 [02:31<01:34,  2.06it/s]
      45/80      0.94G     0.9288       1.54     0.6146      1.217         13        640:  63%|██████▎   | 325/519 [02:31<01:34,  2.06it/s]
      45/80      0.94G     0.9288       1.54     0.6146      1.217         13        640:  63%|██████▎   | 326/519 [02:31<01:18,  2.44it/s]
      45/80      0.94G     0.9286      1.541     0.6141      1.217         13        640:  63%|██████▎   | 326/519 [02:31<01:18,  2.44it/s]
      45/80      0.94G     0.9286      1.541     0.6141      1.217         13        640:  63%|██████▎   | 327/519 [02:31<01:08,  2.80it/s]
      45/80      0.94G      0.928      1.541     0.6138      1.216         11        640:  63%|██████▎   | 327/519 [02:32<01:08,  2.80it/s]
      45/80      0.94G      0.928      1.541     0.6138      1.216         11        640:  63%|██████▎   | 328/519 [02:32<01:43,  1.84it/s]
      45/80      0.94G     0.9279       1.54     0.6138      1.216         10        640:  63%|██████▎   | 328/519 [02:33<01:43,  1.84it/s]
      45/80      0.94G     0.9279       1.54     0.6138      1.216         10        640:  63%|██████▎   | 329/519 [02:33<01:31,  2.08it/s]
      45/80      0.94G     0.9277      1.539     0.6139      1.215         13        640:  63%|██████▎   | 329/519 [02:33<01:31,  2.08it/s]
      45/80      0.94G     0.9277      1.539     0.6139      1.215         13        640:  64%|██████▎   | 330/519 [02:33<01:17,  2.43it/s]
      45/80      0.94G     0.9281      1.541     0.6137      1.215         11        640:  64%|██████▎   | 330/519 [02:33<01:17,  2.43it/s]
      45/80      0.94G     0.9281      1.541     0.6137      1.215         11        640:  64%|██████▍   | 331/519 [02:33<01:06,  2.82it/s]
      45/80      0.94G     0.9275      1.539     0.6137      1.215         11        640:  64%|██████▍   | 331/519 [02:35<01:06,  2.82it/s]
      45/80      0.94G     0.9275      1.539     0.6137      1.215         11        640:  64%|██████▍   | 332/519 [02:35<02:05,  1.49it/s]
      45/80      0.94G     0.9277      1.541     0.6142      1.215         10        640:  64%|██████▍   | 332/519 [02:35<02:05,  1.49it/s]
      45/80      0.94G     0.9277      1.541     0.6142      1.215         10        640:  64%|██████▍   | 333/519 [02:35<01:41,  1.84it/s]
      45/80      0.94G     0.9281      1.541     0.6151      1.215          7        640:  64%|██████▍   | 333/519 [02:35<01:41,  1.84it/s]
      45/80      0.94G     0.9281      1.541     0.6151      1.215          7        640:  64%|██████▍   | 334/519 [02:35<01:22,  2.25it/s]
      45/80      0.94G     0.9288      1.542     0.6157      1.215         11        640:  64%|██████▍   | 334/519 [02:35<01:22,  2.25it/s]
      45/80      0.94G     0.9288      1.542     0.6157      1.215         11        640:  65%|██████▍   | 335/519 [02:35<01:10,  2.60it/s]
      45/80      0.94G      0.929      1.542     0.6157      1.216         13        640:  65%|██████▍   | 335/519 [02:37<01:10,  2.60it/s]
      45/80      0.94G      0.929      1.542     0.6157      1.216         13        640:  65%|██████▍   | 336/519 [02:37<02:04,  1.47it/s]
      45/80      0.94G     0.9298      1.543     0.6157      1.217          7        640:  65%|██████▍   | 336/519 [02:37<02:04,  1.47it/s]
      45/80      0.94G     0.9298      1.543     0.6157      1.217          7        640:  65%|██████▍   | 337/519 [02:37<01:36,  1.88it/s]
      45/80      0.94G       0.93      1.543     0.6155      1.217          9        640:  65%|██████▍   | 337/519 [02:37<01:36,  1.88it/s]
      45/80      0.94G       0.93      1.543     0.6155      1.217          9        640:  65%|██████▌   | 338/519 [02:37<01:19,  2.29it/s]
      45/80      0.94G     0.9302      1.544     0.6154      1.217         12        640:  65%|██████▌   | 338/519 [02:37<01:19,  2.29it/s]
      45/80      0.94G     0.9302      1.544     0.6154      1.217         12        640:  65%|██████▌   | 339/519 [02:37<01:09,  2.59it/s]
      45/80      0.94G       0.93      1.545     0.6158      1.217          8        640:  65%|██████▌   | 339/519 [02:38<01:09,  2.59it/s]
      45/80      0.94G       0.93      1.545     0.6158      1.217          8        640:  66%|██████▌   | 340/519 [02:38<01:38,  1.82it/s]
      45/80      0.94G     0.9295      1.544     0.6152      1.217          9        640:  66%|██████▌   | 340/519 [02:38<01:38,  1.82it/s]
      45/80      0.94G     0.9295      1.544     0.6152      1.217          9        640:  66%|██████▌   | 341/519 [02:38<01:21,  2.18it/s]
      45/80      0.94G     0.9292      1.543     0.6149      1.217          9        640:  66%|██████▌   | 341/519 [02:39<01:21,  2.18it/s]
      45/80      0.94G     0.9292      1.543     0.6149      1.217          9        640:  66%|██████▌   | 342/519 [02:39<01:06,  2.66it/s]
      45/80      0.94G     0.9287      1.541     0.6144      1.216          7        640:  66%|██████▌   | 342/519 [02:39<01:06,  2.66it/s]
      45/80      0.94G     0.9287      1.541     0.6144      1.216          7        640:  66%|██████▌   | 343/519 [02:39<01:00,  2.93it/s]
      45/80      0.94G     0.9285      1.541      0.614      1.216          9        640:  66%|██████▌   | 343/519 [02:40<01:00,  2.93it/s]
      45/80      0.94G     0.9285      1.541      0.614      1.216          9        640:  66%|██████▋   | 344/519 [02:40<01:54,  1.53it/s]
      45/80      0.94G     0.9292      1.541     0.6141      1.217          7        640:  66%|██████▋   | 344/519 [02:40<01:54,  1.53it/s]
      45/80      0.94G     0.9292      1.541     0.6141      1.217          7        640:  66%|██████▋   | 345/519 [02:40<01:29,  1.95it/s]
      45/80      0.94G     0.9297      1.543     0.6147      1.218         10        640:  66%|██████▋   | 345/519 [02:41<01:29,  1.95it/s]
      45/80      0.94G     0.9297      1.543     0.6147      1.218         10        640:  67%|██████▋   | 346/519 [02:41<01:12,  2.37it/s]
      45/80      0.94G     0.9288      1.541     0.6139      1.217         11        640:  67%|██████▋   | 346/519 [02:41<01:12,  2.37it/s]
      45/80      0.94G     0.9288      1.541     0.6139      1.217         11        640:  67%|██████▋   | 347/519 [02:41<01:04,  2.68it/s]
      45/80      0.94G     0.9281       1.54     0.6135      1.217         11        640:  67%|██████▋   | 347/519 [02:42<01:04,  2.68it/s]
      45/80      0.94G     0.9281       1.54     0.6135      1.217         11        640:  67%|██████▋   | 348/519 [02:42<01:36,  1.78it/s]
      45/80      0.94G     0.9274      1.538      0.613      1.216         14        640:  67%|██████▋   | 348/519 [02:42<01:36,  1.78it/s]
      45/80      0.94G     0.9274      1.538      0.613      1.216         14        640:  67%|██████▋   | 349/519 [02:42<01:18,  2.17it/s]
      45/80      0.94G     0.9274      1.538     0.6128      1.216         10        640:  67%|██████▋   | 349/519 [02:42<01:18,  2.17it/s]
      45/80      0.94G     0.9274      1.538     0.6128      1.216         10        640:  67%|██████▋   | 350/519 [02:42<01:05,  2.60it/s]
      45/80      0.94G     0.9282      1.538     0.6132      1.217         13        640:  67%|██████▋   | 350/519 [02:43<01:05,  2.60it/s]
      45/80      0.94G     0.9282      1.538     0.6132      1.217         13        640:  68%|██████▊   | 351/519 [02:43<00:57,  2.91it/s]
      45/80      0.94G     0.9273      1.537     0.6127      1.217          9        640:  68%|██████▊   | 351/519 [02:44<00:57,  2.91it/s]
      45/80      0.94G     0.9273      1.537     0.6127      1.217          9        640:  68%|██████▊   | 352/519 [02:44<01:28,  1.89it/s]
      45/80      0.94G      0.927      1.537     0.6124      1.217         10        640:  68%|██████▊   | 352/519 [02:44<01:28,  1.89it/s]
      45/80      0.94G      0.927      1.537     0.6124      1.217         10        640:  68%|██████▊   | 353/519 [02:44<01:13,  2.26it/s]
      45/80      0.94G     0.9272      1.537      0.612      1.216         12        640:  68%|██████▊   | 353/519 [02:44<01:13,  2.26it/s]
      45/80      0.94G     0.9272      1.537      0.612      1.216         12        640:  68%|██████▊   | 354/519 [02:44<01:00,  2.73it/s]
      45/80      0.94G     0.9265      1.536     0.6114      1.216         13        640:  68%|██████▊   | 354/519 [02:44<01:00,  2.73it/s]
      45/80      0.94G     0.9265      1.536     0.6114      1.216         13        640:  68%|██████▊   | 355/519 [02:44<00:55,  2.98it/s]
      45/80      0.94G     0.9258      1.535     0.6107      1.215         14        640:  68%|██████▊   | 355/519 [02:46<00:55,  2.98it/s]
      45/80      0.94G     0.9258      1.535     0.6107      1.215         14        640:  69%|██████▊   | 356/519 [02:46<01:43,  1.57it/s]
      45/80      0.94G     0.9253      1.535     0.6104      1.214         15        640:  69%|██████▊   | 356/519 [02:46<01:43,  1.57it/s]
      45/80      0.94G     0.9253      1.535     0.6104      1.214         15        640:  69%|██████▉   | 357/519 [02:46<01:22,  1.96it/s]
      45/80      0.94G     0.9261      1.535     0.6104      1.215          7        640:  69%|██████▉   | 357/519 [02:46<01:22,  1.96it/s]
      45/80      0.94G     0.9261      1.535     0.6104      1.215          7        640:  69%|██████▉   | 358/519 [02:46<01:08,  2.36it/s]
      45/80      0.94G     0.9255      1.535       0.61      1.215         10        640:  69%|██████▉   | 358/519 [02:46<01:08,  2.36it/s]
      45/80      0.94G     0.9255      1.535       0.61      1.215         10        640:  69%|██████▉   | 359/519 [02:46<00:57,  2.79it/s]
      45/80      0.94G     0.9266      1.537     0.6122      1.216          9        640:  69%|██████▉   | 359/519 [02:47<00:57,  2.79it/s]
      45/80      0.94G     0.9266      1.537     0.6122      1.216          9        640:  69%|██████▉   | 360/519 [02:47<01:30,  1.76it/s]
      45/80      0.94G     0.9266      1.537     0.6118      1.215         11        640:  69%|██████▉   | 360/519 [02:48<01:30,  1.76it/s]
      45/80      0.94G     0.9266      1.537     0.6118      1.215         11        640:  70%|██████▉   | 361/519 [02:48<01:11,  2.20it/s]
      45/80      0.94G     0.9277      1.537     0.6119      1.215          6        640:  70%|██████▉   | 361/519 [02:48<01:11,  2.20it/s]
      45/80      0.94G     0.9277      1.537     0.6119      1.215          6        640:  70%|██████▉   | 362/519 [02:48<01:00,  2.60it/s]
      45/80      0.94G     0.9281      1.537     0.6116      1.216          7        640:  70%|██████▉   | 362/519 [02:48<01:00,  2.60it/s]
      45/80      0.94G     0.9281      1.537     0.6116      1.216          7        640:  70%|██████▉   | 363/519 [02:48<00:53,  2.92it/s]
      45/80      0.94G     0.9283      1.537     0.6115      1.216         14        640:  70%|██████▉   | 363/519 [02:49<00:53,  2.92it/s]
      45/80      0.94G     0.9283      1.537     0.6115      1.216         14        640:  70%|███████   | 364/519 [02:49<01:41,  1.52it/s]
      45/80      0.94G     0.9288      1.538     0.6115      1.216         10        640:  70%|███████   | 364/519 [02:50<01:41,  1.52it/s]
      45/80      0.94G     0.9288      1.538     0.6115      1.216         10        640:  70%|███████   | 365/519 [02:50<01:17,  1.99it/s]
      45/80      0.94G     0.9288      1.538     0.6119      1.216         14        640:  70%|███████   | 365/519 [02:50<01:17,  1.99it/s]
      45/80      0.94G     0.9288      1.538     0.6119      1.216         14        640:  71%|███████   | 366/519 [02:50<01:03,  2.42it/s]
      45/80      0.94G     0.9283      1.537     0.6116      1.216         11        640:  71%|███████   | 366/519 [02:50<01:03,  2.42it/s]
      45/80      0.94G     0.9283      1.537     0.6116      1.216         11        640:  71%|███████   | 367/519 [02:50<00:56,  2.71it/s]
      45/80      0.94G      0.928      1.537     0.6112      1.216         11        640:  71%|███████   | 367/519 [02:51<00:56,  2.71it/s]
      45/80      0.94G      0.928      1.537     0.6112      1.216         11        640:  71%|███████   | 368/519 [02:51<01:34,  1.59it/s]
      45/80      0.94G     0.9276      1.537     0.6112      1.215          9        640:  71%|███████   | 368/519 [02:51<01:34,  1.59it/s]
      45/80      0.94G     0.9276      1.537     0.6112      1.215          9        640:  71%|███████   | 369/519 [02:51<01:12,  2.08it/s]
      45/80      0.94G     0.9281      1.538     0.6115      1.216          9        640:  71%|███████   | 369/519 [02:52<01:12,  2.08it/s]
      45/80      0.94G     0.9281      1.538     0.6115      1.216          9        640:  71%|███████▏  | 370/519 [02:52<01:01,  2.44it/s]
      45/80      0.94G     0.9281      1.538     0.6114      1.216         12        640:  71%|███████▏  | 370/519 [02:52<01:01,  2.44it/s]
      45/80      0.94G     0.9281      1.538     0.6114      1.216         12        640:  71%|███████▏  | 371/519 [02:52<00:51,  2.86it/s]
      45/80      0.94G     0.9278      1.538     0.6112      1.216         10        640:  71%|███████▏  | 371/519 [02:52<00:51,  2.86it/s]
      45/80      0.94G     0.9278      1.538     0.6112      1.216         10        640:  72%|███████▏  | 372/519 [02:52<01:01,  2.39it/s]
      45/80      0.94G     0.9281      1.538     0.6113      1.216         10        640:  72%|███████▏  | 372/519 [02:53<01:01,  2.39it/s]
      45/80      0.94G     0.9281      1.538     0.6113      1.216         10        640:  72%|███████▏  | 373/519 [02:53<00:54,  2.70it/s]
      45/80      0.94G     0.9271      1.537     0.6105      1.215         11        640:  72%|███████▏  | 373/519 [02:53<00:54,  2.70it/s]
      45/80      0.94G     0.9271      1.537     0.6105      1.215         11        640:  72%|███████▏  | 374/519 [02:53<00:47,  3.02it/s]
      45/80      0.94G     0.9268      1.537     0.6103      1.215         11        640:  72%|███████▏  | 374/519 [02:53<00:47,  3.02it/s]
      45/80      0.94G     0.9268      1.537     0.6103      1.215         11        640:  72%|███████▏  | 375/519 [02:53<00:45,  3.19it/s]
      45/80      0.94G     0.9273      1.537     0.6105      1.215         10        640:  72%|███████▏  | 375/519 [02:54<00:45,  3.19it/s]
      45/80      0.94G     0.9273      1.537     0.6105      1.215         10        640:  72%|███████▏  | 376/519 [02:54<01:10,  2.03it/s]
      45/80      0.94G     0.9267      1.535       0.61      1.214         14        640:  72%|███████▏  | 376/519 [02:54<01:10,  2.03it/s]
      45/80      0.94G     0.9267      1.535       0.61      1.214         14        640:  73%|███████▎  | 377/519 [02:54<01:02,  2.28it/s]
      45/80      0.94G     0.9263      1.533     0.6096      1.214          8        640:  73%|███████▎  | 377/519 [02:55<01:02,  2.28it/s]
      45/80      0.94G     0.9263      1.533     0.6096      1.214          8        640:  73%|███████▎  | 378/519 [02:55<00:54,  2.60it/s]
      45/80      0.94G      0.927      1.533     0.6093      1.215          5        640:  73%|███████▎  | 378/519 [02:55<00:54,  2.60it/s]
      45/80      0.94G      0.927      1.533     0.6093      1.215          5        640:  73%|███████▎  | 379/519 [02:55<00:46,  2.99it/s]
      45/80      0.94G     0.9263      1.532     0.6092      1.214         11        640:  73%|███████▎  | 379/519 [02:56<00:46,  2.99it/s]
      45/80      0.94G     0.9263      1.532     0.6092      1.214         11        640:  73%|███████▎  | 380/519 [02:56<01:06,  2.10it/s]
      45/80      0.94G     0.9261      1.532     0.6095      1.214         11        640:  73%|███████▎  | 380/519 [02:56<01:06,  2.10it/s]
      45/80      0.94G     0.9261      1.532     0.6095      1.214         11        640:  73%|███████▎  | 381/519 [02:56<00:54,  2.53it/s]
      45/80      0.94G     0.9265      1.533     0.6099      1.214         12        640:  73%|███████▎  | 381/519 [02:56<00:54,  2.53it/s]
      45/80      0.94G     0.9265      1.533     0.6099      1.214         12        640:  74%|███████▎  | 382/519 [02:56<00:48,  2.81it/s]
      45/80      0.94G     0.9263      1.533     0.6101      1.214          7        640:  74%|███████▎  | 382/519 [02:56<00:48,  2.81it/s]
      45/80      0.94G     0.9263      1.533     0.6101      1.214          7        640:  74%|███████▍  | 383/519 [02:56<00:43,  3.10it/s]
      45/80      0.94G     0.9259      1.531     0.6095      1.213         11        640:  74%|███████▍  | 383/519 [02:57<00:43,  3.10it/s]
      45/80      0.94G     0.9259      1.531     0.6095      1.213         11        640:  74%|███████▍  | 384/519 [02:57<01:14,  1.81it/s]
      45/80      0.94G     0.9256       1.53     0.6091      1.213         10        640:  74%|███████▍  | 384/519 [02:58<01:14,  1.81it/s]
      45/80      0.94G     0.9256       1.53     0.6091      1.213         10        640:  74%|███████▍  | 385/519 [02:58<00:58,  2.28it/s]
      45/80      0.94G      0.925      1.528     0.6088      1.212          8        640:  74%|███████▍  | 385/519 [02:58<00:58,  2.28it/s]
      45/80      0.94G      0.925      1.528     0.6088      1.212          8        640:  74%|███████▍  | 386/519 [02:58<00:50,  2.66it/s]
      45/80      0.94G     0.9259      1.531     0.6097      1.214         11        640:  74%|███████▍  | 386/519 [02:58<00:50,  2.66it/s]
      45/80      0.94G     0.9259      1.531     0.6097      1.214         11        640:  75%|███████▍  | 387/519 [02:58<00:44,  2.98it/s]
      45/80      0.94G     0.9265      1.531     0.6096      1.214         13        640:  75%|███████▍  | 387/519 [02:59<00:44,  2.98it/s]
      45/80      0.94G     0.9265      1.531     0.6096      1.214         13        640:  75%|███████▍  | 388/519 [02:59<00:58,  2.23it/s]
      45/80      0.94G     0.9263      1.531     0.6095      1.214          8        640:  75%|███████▍  | 388/519 [02:59<00:58,  2.23it/s]
      45/80      0.94G     0.9263      1.531     0.6095      1.214          8        640:  75%|███████▍  | 389/519 [02:59<00:51,  2.55it/s]
      45/80      0.94G     0.9262      1.529     0.6097      1.214          7        640:  75%|███████▍  | 389/519 [02:59<00:51,  2.55it/s]
      45/80      0.94G     0.9262      1.529     0.6097      1.214          7        640:  75%|███████▌  | 390/519 [02:59<00:43,  2.96it/s]
      45/80      0.94G     0.9263      1.529     0.6097      1.215          9        640:  75%|███████▌  | 390/519 [03:00<00:43,  2.96it/s]
      45/80      0.94G     0.9263      1.529     0.6097      1.215          9        640:  75%|███████▌  | 391/519 [03:00<00:39,  3.21it/s]
      45/80      0.94G     0.9258      1.528     0.6099      1.215          7        640:  75%|███████▌  | 391/519 [03:01<00:39,  3.21it/s]
      45/80      0.94G     0.9258      1.528     0.6099      1.215          7        640:  76%|███████▌  | 392/519 [03:01<01:25,  1.49it/s]
      45/80      0.94G     0.9252      1.528     0.6097      1.214         10        640:  76%|███████▌  | 392/519 [03:01<01:25,  1.49it/s]
      45/80      0.94G     0.9252      1.528     0.6097      1.214         10        640:  76%|███████▌  | 393/519 [03:01<01:08,  1.83it/s]
      45/80      0.94G     0.9255      1.528     0.6096      1.214         11        640:  76%|███████▌  | 393/519 [03:02<01:08,  1.83it/s]
      45/80      0.94G     0.9255      1.528     0.6096      1.214         11        640:  76%|███████▌  | 394/519 [03:02<00:57,  2.17it/s]
      45/80      0.94G      0.925      1.527     0.6094      1.214         12        640:  76%|███████▌  | 394/519 [03:02<00:57,  2.17it/s]
      45/80      0.94G      0.925      1.527     0.6094      1.214         12        640:  76%|███████▌  | 395/519 [03:02<00:48,  2.56it/s]
      45/80      0.94G     0.9256      1.527     0.6095      1.214          5        640:  76%|███████▌  | 395/519 [03:03<00:48,  2.56it/s]
      45/80      0.94G     0.9256      1.527     0.6095      1.214          5        640:  76%|███████▋  | 396/519 [03:03<01:16,  1.60it/s]
      45/80      0.94G      0.926      1.526     0.6095      1.214          9        640:  76%|███████▋  | 396/519 [03:03<01:16,  1.60it/s]
      45/80      0.94G      0.926      1.526     0.6095      1.214          9        640:  76%|███████▋  | 397/519 [03:03<00:59,  2.06it/s]
      45/80      0.94G     0.9259      1.527     0.6097      1.214          8        640:  76%|███████▋  | 397/519 [03:03<00:59,  2.06it/s]
      45/80      0.94G     0.9259      1.527     0.6097      1.214          8        640:  77%|███████▋  | 398/519 [03:03<00:49,  2.45it/s]
      45/80      0.94G     0.9259      1.525     0.6094      1.214         11        640:  77%|███████▋  | 398/519 [03:04<00:49,  2.45it/s]
      45/80      0.94G     0.9259      1.525     0.6094      1.214         11        640:  77%|███████▋  | 399/519 [03:04<00:44,  2.68it/s]
      45/80      0.94G     0.9263      1.526     0.6096      1.214         10        640:  77%|███████▋  | 399/519 [03:05<00:44,  2.68it/s]
      45/80      0.94G     0.9263      1.526     0.6096      1.214         10        640:  77%|███████▋  | 400/519 [03:05<01:09,  1.72it/s]
      45/80      0.94G     0.9266      1.527     0.6098      1.214         10        640:  77%|███████▋  | 400/519 [03:05<01:09,  1.72it/s]
      45/80      0.94G     0.9266      1.527     0.6098      1.214         10        640:  77%|███████▋  | 401/519 [03:05<00:56,  2.09it/s]
      45/80      0.94G     0.9263      1.528     0.6095      1.214         11        640:  77%|███████▋  | 401/519 [03:05<00:56,  2.09it/s]
      45/80      0.94G     0.9263      1.528     0.6095      1.214         11        640:  77%|███████▋  | 402/519 [03:05<00:46,  2.51it/s]
      45/80      0.94G     0.9265      1.528     0.6095      1.214         10        640:  77%|███████▋  | 402/519 [03:06<00:46,  2.51it/s]
      45/80      0.94G     0.9265      1.528     0.6095      1.214         10        640:  78%|███████▊  | 403/519 [03:06<00:44,  2.58it/s]
      45/80      0.94G     0.9261      1.528     0.6093      1.214         11        640:  78%|███████▊  | 403/519 [03:06<00:44,  2.58it/s]
      45/80      0.94G     0.9261      1.528     0.6093      1.214         11        640:  78%|███████▊  | 404/519 [03:06<00:58,  1.96it/s]
      45/80      0.94G     0.9255      1.527     0.6087      1.213          6        640:  78%|███████▊  | 404/519 [03:07<00:58,  1.96it/s]
      45/80      0.94G     0.9255      1.527     0.6087      1.213          6        640:  78%|███████▊  | 405/519 [03:07<00:47,  2.40it/s]
      45/80      0.94G     0.9259      1.528     0.6085      1.213         15        640:  78%|███████▊  | 405/519 [03:07<00:47,  2.40it/s]
      45/80      0.94G     0.9259      1.528     0.6085      1.213         15        640:  78%|███████▊  | 406/519 [03:07<00:41,  2.72it/s]
      45/80      0.94G     0.9258      1.526     0.6084      1.213         10        640:  78%|███████▊  | 406/519 [03:07<00:41,  2.72it/s]
      45/80      0.94G     0.9258      1.526     0.6084      1.213         10        640:  78%|███████▊  | 407/519 [03:07<00:49,  2.26it/s]
      45/80      0.94G     0.9264      1.527     0.6084      1.213         10        640:  78%|███████▊  | 407/519 [03:08<00:49,  2.26it/s]
      45/80      0.94G     0.9264      1.527     0.6084      1.213         10        640:  79%|███████▊  | 408/519 [03:08<00:54,  2.05it/s]
      45/80      0.94G     0.9268      1.526     0.6087      1.214          9        640:  79%|███████▊  | 408/519 [03:08<00:54,  2.05it/s]
      45/80      0.94G     0.9268      1.526     0.6087      1.214          9        640:  79%|███████▉  | 409/519 [03:08<00:48,  2.27it/s]
      45/80      0.94G     0.9271      1.527     0.6091      1.214         12        640:  79%|███████▉  | 409/519 [03:09<00:48,  2.27it/s]
      45/80      0.94G     0.9271      1.527     0.6091      1.214         12        640:  79%|███████▉  | 410/519 [03:09<00:41,  2.66it/s]
      45/80      0.94G     0.9268      1.528     0.6087      1.214          6        640:  79%|███████▉  | 410/519 [03:10<00:41,  2.66it/s]
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      45/80      0.94G     0.9295      1.528     0.6134      1.217          8        640:  91%|█████████ | 473/519 [03:39<00:18,  2.52it/s]
      45/80      0.94G     0.9292      1.527     0.6131      1.216         12        640:  91%|█████████ | 473/519 [03:39<00:18,  2.52it/s]
      45/80      0.94G     0.9292      1.527     0.6131      1.216         12        640:  91%|█████████▏| 474/519 [03:39<00:16,  2.74it/s]
      45/80      0.94G     0.9298      1.529     0.6137      1.217          8        640:  91%|█████████▏| 474/519 [03:40<00:16,  2.74it/s]
      45/80      0.94G     0.9298      1.529     0.6137      1.217          8        640:  92%|█████████▏| 475/519 [03:40<00:29,  1.48it/s]
      45/80      0.94G     0.9303      1.529     0.6136      1.217         12        640:  92%|█████████▏| 475/519 [03:41<00:29,  1.48it/s]
      45/80      0.94G     0.9303      1.529     0.6136      1.217         12        640:  92%|█████████▏| 476/519 [03:41<00:23,  1.82it/s]
      45/80      0.94G     0.9314      1.529     0.6144      1.218         11        640:  92%|█████████▏| 476/519 [03:41<00:23,  1.82it/s]
      45/80      0.94G     0.9314      1.529     0.6144      1.218         11        640:  92%|█████████▏| 477/519 [03:41<00:18,  2.28it/s]
      45/80      0.94G     0.9312      1.529     0.6141      1.218          9        640:  92%|█████████▏| 477/519 [03:41<00:18,  2.28it/s]
      45/80      0.94G     0.9312      1.529     0.6141      1.218          9        640:  92%|█████████▏| 478/519 [03:41<00:15,  2.66it/s]
      45/80      0.94G     0.9309      1.529      0.614      1.217         13        640:  92%|█████████▏| 478/519 [03:42<00:15,  2.66it/s]
      45/80      0.94G     0.9309      1.529      0.614      1.217         13        640:  92%|█████████▏| 479/519 [03:42<00:25,  1.57it/s]
      45/80      0.94G     0.9307      1.529      0.614      1.217          9        640:  92%|█████████▏| 479/519 [03:42<00:25,  1.57it/s]
      45/80      0.94G     0.9307      1.529      0.614      1.217          9        640:  92%|█████████▏| 480/519 [03:42<00:19,  2.00it/s]
      45/80      0.94G     0.9303      1.529      0.614      1.217          6        640:  92%|█████████▏| 480/519 [03:43<00:19,  2.00it/s]
      45/80      0.94G     0.9303      1.529      0.614      1.217          6        640:  93%|█████████▎| 481/519 [03:43<00:16,  2.30it/s]
      45/80      0.94G     0.9303       1.53      0.614      1.217         10        640:  93%|█████████▎| 481/519 [03:43<00:16,  2.30it/s]
      45/80      0.94G     0.9303       1.53      0.614      1.217         10        640:  93%|█████████▎| 482/519 [03:43<00:13,  2.79it/s]
      45/80      0.94G     0.9298      1.529     0.6138      1.216         12        640:  93%|█████████▎| 482/519 [03:44<00:13,  2.79it/s]
      45/80      0.94G     0.9298      1.529     0.6138      1.216         12        640:  93%|█████████▎| 483/519 [03:44<00:16,  2.13it/s]
      45/80      0.94G     0.9298      1.529     0.6141      1.216         12        640:  93%|█████████▎| 483/519 [03:44<00:16,  2.13it/s]
      45/80      0.94G     0.9298      1.529     0.6141      1.216         12        640:  93%|█████████▎| 484/519 [03:44<00:13,  2.61it/s]
      45/80      0.94G     0.9295      1.529     0.6137      1.216          9        640:  93%|█████████▎| 484/519 [03:44<00:13,  2.61it/s]
      45/80      0.94G     0.9295      1.529     0.6137      1.216          9        640:  93%|█████████▎| 485/519 [03:44<00:11,  2.86it/s]
      45/80      0.94G     0.9302      1.531     0.6141      1.216          9        640:  93%|█████████▎| 485/519 [03:44<00:11,  2.86it/s]
      45/80      0.94G     0.9302      1.531     0.6141      1.216          9        640:  94%|█████████▎| 486/519 [03:44<00:10,  3.20it/s]
      45/80      0.94G     0.9298      1.531      0.614      1.216         14        640:  94%|█████████▎| 486/519 [03:46<00:10,  3.20it/s]
      45/80      0.94G     0.9298      1.531      0.614      1.216         14        640:  94%|█████████▍| 487/519 [03:46<00:18,  1.71it/s]
      45/80      0.94G     0.9297       1.53     0.6137      1.216         14        640:  94%|█████████▍| 487/519 [03:46<00:18,  1.71it/s]
      45/80      0.94G     0.9297       1.53     0.6137      1.216         14        640:  94%|█████████▍| 488/519 [03:46<00:14,  2.10it/s]
      45/80      0.94G     0.9289       1.53     0.6135      1.215          7        640:  94%|█████████▍| 488/519 [03:46<00:14,  2.10it/s]
      45/80      0.94G     0.9289       1.53     0.6135      1.215          7        640:  94%|█████████▍| 489/519 [03:46<00:12,  2.31it/s]
      45/80      0.94G     0.9292       1.53     0.6139      1.216          8        640:  94%|█████████▍| 489/519 [03:46<00:12,  2.31it/s]
      45/80      0.94G     0.9292       1.53     0.6139      1.216          8        640:  94%|█████████▍| 490/519 [03:46<00:10,  2.64it/s]
      45/80      0.94G      0.929       1.53     0.6136      1.216         13        640:  94%|█████████▍| 490/519 [03:47<00:10,  2.64it/s]
      45/80      0.94G      0.929       1.53     0.6136      1.216         13        640:  95%|█████████▍| 491/519 [03:47<00:16,  1.70it/s]
      45/80      0.94G     0.9293       1.53     0.6138      1.216         11        640:  95%|█████████▍| 491/519 [03:48<00:16,  1.70it/s]
      45/80      0.94G     0.9293       1.53     0.6138      1.216         11        640:  95%|█████████▍| 492/519 [03:48<00:13,  2.06it/s]
      45/80      0.94G     0.9289      1.529     0.6135      1.215          6        640:  95%|█████████▍| 492/519 [03:48<00:13,  2.06it/s]
      45/80      0.94G     0.9289      1.529     0.6135      1.215          6        640:  95%|█████████▍| 493/519 [03:48<00:10,  2.48it/s]
      45/80      0.94G      0.929      1.531     0.6142      1.216          9        640:  95%|█████████▍| 493/519 [03:49<00:10,  2.48it/s]
      45/80      0.94G      0.929      1.531     0.6142      1.216          9        640:  95%|█████████▌| 494/519 [03:49<00:12,  1.97it/s]
      45/80      0.94G     0.9289      1.531      0.614      1.216          9        640:  95%|█████████▌| 494/519 [03:49<00:12,  1.97it/s]
      45/80      0.94G     0.9289      1.531      0.614      1.216          9        640:  95%|█████████▌| 495/519 [03:49<00:10,  2.25it/s]
      45/80      0.94G     0.9289      1.531     0.6141      1.216         11        640:  95%|█████████▌| 495/519 [03:49<00:10,  2.25it/s]
      45/80      0.94G     0.9289      1.531     0.6141      1.216         11        640:  96%|█████████▌| 496/519 [03:49<00:08,  2.61it/s]
      45/80      0.94G     0.9293      1.533     0.6145      1.216         13        640:  96%|█████████▌| 496/519 [03:49<00:08,  2.61it/s]
      45/80      0.94G     0.9293      1.533     0.6145      1.216         13        640:  96%|█████████▌| 497/519 [03:49<00:07,  2.91it/s]
      45/80      0.94G     0.9286      1.532      0.614      1.215         11        640:  96%|█████████▌| 497/519 [03:50<00:07,  2.91it/s]
      45/80      0.94G     0.9286      1.532      0.614      1.215         11        640:  96%|█████████▌| 498/519 [03:50<00:11,  1.84it/s]
      45/80      0.94G     0.9285      1.532     0.6137      1.215          9        640:  96%|█████████▌| 498/519 [03:51<00:11,  1.84it/s]
      45/80      0.94G     0.9285      1.532     0.6137      1.215          9        640:  96%|█████████▌| 499/519 [03:51<00:09,  2.19it/s]
      45/80      0.94G     0.9285      1.532     0.6136      1.215         13        640:  96%|█████████▌| 499/519 [03:51<00:09,  2.19it/s]
      45/80      0.94G     0.9285      1.532     0.6136      1.215         13        640:  96%|█████████▋| 500/519 [03:51<00:07,  2.41it/s]
      45/80      0.94G     0.9287      1.532     0.6138      1.215          8        640:  96%|█████████▋| 500/519 [03:51<00:07,  2.41it/s]
      45/80      0.94G     0.9287      1.532     0.6138      1.215          8        640:  97%|█████████▋| 501/519 [03:51<00:06,  2.78it/s]
      45/80      0.94G     0.9289      1.532      0.614      1.215          9        640:  97%|█████████▋| 501/519 [03:52<00:06,  2.78it/s]
      45/80      0.94G     0.9289      1.532      0.614      1.215          9        640:  97%|█████████▋| 502/519 [03:52<00:10,  1.68it/s]
      45/80      0.94G     0.9289      1.531     0.6141      1.215         10        640:  97%|█████████▋| 502/519 [03:53<00:10,  1.68it/s]
      45/80      0.94G     0.9289      1.531     0.6141      1.215         10        640:  97%|█████████▋| 503/519 [03:53<00:07,  2.06it/s]
      45/80      0.94G     0.9288      1.531      0.614      1.215          9        640:  97%|█████████▋| 503/519 [03:53<00:07,  2.06it/s]
      45/80      0.94G     0.9288      1.531      0.614      1.215          9        640:  97%|█████████▋| 504/519 [03:53<00:05,  2.51it/s]
      45/80      0.94G     0.9285      1.531     0.6136      1.215         10        640:  97%|█████████▋| 504/519 [03:53<00:05,  2.51it/s]
      45/80      0.94G     0.9285      1.531     0.6136      1.215         10        640:  97%|█████████▋| 505/519 [03:53<00:05,  2.74it/s]
      45/80      0.94G     0.9281       1.53     0.6135      1.214         10        640:  97%|█████████▋| 505/519 [03:54<00:05,  2.74it/s]
      45/80      0.94G     0.9281       1.53     0.6135      1.214         10        640:  97%|█████████▋| 506/519 [03:54<00:07,  1.75it/s]
      45/80      0.94G     0.9277      1.531     0.6133      1.214         13        640:  97%|█████████▋| 506/519 [03:54<00:07,  1.75it/s]
      45/80      0.94G     0.9277      1.531     0.6133      1.214         13        640:  98%|█████████▊| 507/519 [03:54<00:05,  2.16it/s]
      45/80      0.94G     0.9279      1.531     0.6135      1.214          9        640:  98%|█████████▊| 507/519 [03:55<00:05,  2.16it/s]
      45/80      0.94G     0.9279      1.531     0.6135      1.214          9        640:  98%|█████████▊| 508/519 [03:55<00:04,  2.51it/s]
      45/80      0.94G      0.928      1.532     0.6135      1.214         13        640:  98%|█████████▊| 508/519 [03:55<00:04,  2.51it/s]
      45/80      0.94G      0.928      1.532     0.6135      1.214         13        640:  98%|█████████▊| 509/519 [03:55<00:03,  2.86it/s]
      45/80      0.94G      0.928      1.532     0.6138      1.214         10        640:  98%|█████████▊| 509/519 [03:55<00:03,  2.86it/s]
      45/80      0.94G      0.928      1.532     0.6138      1.214         10        640:  98%|█████████▊| 510/519 [03:55<00:03,  2.31it/s]
      45/80      0.94G      0.928      1.532     0.6136      1.214          7        640:  98%|█████████▊| 510/519 [03:56<00:03,  2.31it/s]
      45/80      0.94G      0.928      1.532     0.6136      1.214          7        640:  98%|█████████▊| 511/519 [03:56<00:03,  2.59it/s]
      45/80      0.94G     0.9285      1.533     0.6136      1.215         10        640:  98%|█████████▊| 511/519 [03:56<00:03,  2.59it/s]
      45/80      0.94G     0.9285      1.533     0.6136      1.215         10        640:  99%|█████████▊| 512/519 [03:56<00:03,  2.20it/s]
      45/80      0.94G     0.9284      1.533     0.6136      1.214         13        640:  99%|█████████▊| 512/519 [03:56<00:03,  2.20it/s]
      45/80      0.94G     0.9284      1.533     0.6136      1.214         13        640:  99%|█████████▉| 513/519 [03:56<00:02,  2.68it/s]
      45/80      0.94G     0.9286      1.535     0.6138      1.215         11        640:  99%|█████████▉| 513/519 [03:57<00:02,  2.68it/s]
      45/80      0.94G     0.9286      1.535     0.6138      1.215         11        640:  99%|█████████▉| 514/519 [03:57<00:02,  2.31it/s]
      45/80      0.94G     0.9281      1.535     0.6139      1.214         10        640:  99%|█████████▉| 514/519 [03:57<00:02,  2.31it/s]
      45/80      0.94G     0.9281      1.535     0.6139      1.214         10        640:  99%|█████████▉| 515/519 [03:57<00:01,  2.74it/s]
      45/80      0.94G     0.9281      1.537     0.6146      1.214          9        640:  99%|█████████▉| 515/519 [03:58<00:01,  2.74it/s]
      45/80      0.94G     0.9281      1.537     0.6146      1.214          9        640:  99%|█████████▉| 516/519 [03:58<00:01,  2.06it/s]
      45/80      0.94G     0.9283      1.537     0.6145      1.215         12        640:  99%|█████████▉| 516/519 [03:58<00:01,  2.06it/s]
      45/80      0.94G     0.9283      1.537     0.6145      1.215         12        640: 100%|█████████▉| 517/519 [03:58<00:00,  2.66it/s]
      45/80      0.94G      0.928      1.537     0.6143      1.214         11        640: 100%|█████████▉| 517/519 [03:58<00:00,  2.66it/s]
      45/80      0.94G      0.928      1.537     0.6143      1.214         11        640: 100%|█████████▉| 518/519 [03:58<00:00,  3.30it/s]
      45/80      0.94G     0.9277      1.537      0.614      1.214         12        640: 100%|█████████▉| 518/519 [03:58<00:00,  3.30it/s]
      45/80      0.94G     0.9277      1.537      0.614      1.214         12        640: 100%|██████████| 519/519 [03:58<00:00,  2.17it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:43,  6.30s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:56,  2.81s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:06<01:44,  1.68s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:11,  1.17s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:54,  1.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:50,  1.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:42,  1.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:37,  1.53it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:09<00:31,  1.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:26,  2.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:25,  2.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:23,  2.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:24,  2.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:23,  2.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:23,  2.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:25,  1.87it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:23,  1.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:23,  1.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:24,  1.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:26,  1.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  1.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:17,  2.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:17<00:14,  2.75it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  4.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.60it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:18<00:04,  6.41it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.84it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  7.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:19<00:03,  6.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:04,  5.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.31it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.08it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:20<00:03,  6.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.46it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.45it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.83it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:21<00:01,  7.55it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  82%|████████▏ | 53/65 [00:21<00:01,  8.58it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  9.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.46it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:22<00:00, 10.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.80it/s]
+                   all        519        519      0.965      0.963      0.986      0.737      0.965      0.961      0.986      0.718
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
      46/80      0.94G     0.9252      1.348     0.5568      1.214          8        640:   0%|          | 0/519 [00:03<?, ?it/s]
      46/80      0.94G     0.9252      1.348     0.5568      1.214          8        640:   0%|          | 1/519 [00:03<31:01,  3.59s/it]
      46/80      0.94G      1.042      1.544     0.6477      1.295         10        640:   0%|          | 1/519 [00:03<31:01,  3.59s/it]
      46/80      0.94G      1.042      1.544     0.6477      1.295         10        640:   0%|          | 2/519 [00:03<14:14,  1.65s/it]
      46/80      0.94G      1.054      1.462      0.618       1.24         12        640:   0%|          | 2/519 [00:04<14:14,  1.65s/it]
      46/80      0.94G      1.054      1.462      0.618       1.24         12        640:   1%|          | 3/519 [00:04<08:53,  1.03s/it]
      46/80      0.94G       1.11       1.68     0.6482      1.298          9        640:   1%|          | 3/519 [00:04<08:53,  1.03s/it]
      46/80      0.94G       1.11       1.68     0.6482      1.298          9        640:   1%|          | 4/519 [00:04<05:57,  1.44it/s]
      46/80      0.94G       1.15      1.648     0.6498      1.315         10        640:   1%|          | 4/519 [00:04<05:57,  1.44it/s]
      46/80      0.94G       1.15      1.648     0.6498      1.315         10        640:   1%|          | 5/519 [00:04<04:55,  1.74it/s]
      46/80      0.94G      1.073      1.574     0.6606      1.274          7        640:   1%|          | 5/519 [00:04<04:55,  1.74it/s]
      46/80      0.94G      1.073      1.574     0.6606      1.274          7        640:   1%|          | 6/519 [00:04<03:53,  2.20it/s]
      46/80      0.94G      1.051      1.635     0.6692      1.285          6        640:   1%|          | 6/519 [00:05<03:53,  2.20it/s]
      46/80      0.94G      1.051      1.635     0.6692      1.285          6        640:   1%|▏         | 7/519 [00:05<03:11,  2.68it/s]
      46/80      0.94G      1.051      1.688     0.6948      1.286         13        640:   1%|▏         | 7/519 [00:05<03:11,  2.68it/s]
      46/80      0.94G      1.051      1.688     0.6948      1.286         13        640:   2%|▏         | 8/519 [00:05<03:48,  2.24it/s]
      46/80      0.94G      1.025       1.62     0.6552      1.277          6        640:   2%|▏         | 8/519 [00:06<03:48,  2.24it/s]
      46/80      0.94G      1.025       1.62     0.6552      1.277          6        640:   2%|▏         | 9/519 [00:06<03:17,  2.59it/s]
      46/80      0.94G       1.01      1.591      0.638      1.268          9        640:   2%|▏         | 9/519 [00:06<03:17,  2.59it/s]
      46/80      0.94G       1.01      1.591      0.638      1.268          9        640:   2%|▏         | 10/519 [00:06<02:58,  2.85it/s]
      46/80      0.94G      1.014      1.649     0.6704      1.248          7        640:   2%|▏         | 10/519 [00:06<02:58,  2.85it/s]
      46/80      0.94G      1.014      1.649     0.6704      1.248          7        640:   2%|▏         | 11/519 [00:06<03:37,  2.34it/s]
      46/80      0.94G     0.9889      1.607     0.6568      1.232         10        640:   2%|▏         | 11/519 [00:07<03:37,  2.34it/s]
      46/80      0.94G     0.9889      1.607     0.6568      1.232         10        640:   2%|▏         | 12/519 [00:07<04:10,  2.02it/s]
      46/80      0.94G     0.9833      1.599     0.6489      1.229         11        640:   2%|▏         | 12/519 [00:07<04:10,  2.02it/s]
      46/80      0.94G     0.9833      1.599     0.6489      1.229         11        640:   3%|▎         | 13/519 [00:07<04:03,  2.08it/s]
      46/80      0.94G     0.9778      1.603     0.6429      1.232          9        640:   3%|▎         | 13/519 [00:08<04:03,  2.08it/s]
      46/80      0.94G     0.9778      1.603     0.6429      1.232          9        640:   3%|▎         | 14/519 [00:08<03:24,  2.47it/s]
      46/80      0.94G      0.992      1.614     0.6503      1.237         13        640:   3%|▎         | 14/519 [00:08<03:24,  2.47it/s]
      46/80      0.94G      0.992      1.614     0.6503      1.237         13        640:   3%|▎         | 15/519 [00:08<04:21,  1.93it/s]
      46/80      0.94G     0.9834      1.613     0.6427      1.229          9        640:   3%|▎         | 15/519 [00:09<04:21,  1.93it/s]
      46/80      0.94G     0.9834      1.613     0.6427      1.229          9        640:   3%|▎         | 16/519 [00:09<04:46,  1.75it/s]
      46/80      0.94G     0.9814      1.636     0.6369      1.227         12        640:   3%|▎         | 16/519 [00:10<04:46,  1.75it/s]
      46/80      0.94G     0.9814      1.636     0.6369      1.227         12        640:   3%|▎         | 17/519 [00:10<04:28,  1.87it/s]
      46/80      0.94G     0.9918      1.647     0.6367      1.232         10        640:   3%|▎         | 17/519 [00:10<04:28,  1.87it/s]
      46/80      0.94G     0.9918      1.647     0.6367      1.232         10        640:   3%|▎         | 18/519 [00:10<03:57,  2.11it/s]
      46/80      0.94G     0.9774      1.649     0.6337      1.227          9        640:   3%|▎         | 18/519 [00:11<03:57,  2.11it/s]
      46/80      0.94G     0.9774      1.649     0.6337      1.227          9        640:   4%|▎         | 19/519 [00:11<04:40,  1.78it/s]
      46/80      0.94G     0.9638      1.625      0.631      1.216         12        640:   4%|▎         | 19/519 [00:11<04:40,  1.78it/s]
      46/80      0.94G     0.9638      1.625      0.631      1.216         12        640:   4%|▍         | 20/519 [00:11<03:56,  2.11it/s]
      46/80      0.94G     0.9753      1.613     0.6291      1.224         12        640:   4%|▍         | 20/519 [00:12<03:56,  2.11it/s]
      46/80      0.94G     0.9753      1.613     0.6291      1.224         12        640:   4%|▍         | 21/519 [00:12<04:10,  1.99it/s]
      46/80      0.94G     0.9762      1.624     0.6343      1.223         10        640:   4%|▍         | 21/519 [00:12<04:10,  1.99it/s]
      46/80      0.94G     0.9762      1.624     0.6343      1.223         10        640:   4%|▍         | 22/519 [00:12<03:34,  2.32it/s]
      46/80      0.94G     0.9803      1.628     0.6347      1.227          9        640:   4%|▍         | 22/519 [00:12<03:34,  2.32it/s]
      46/80      0.94G     0.9803      1.628     0.6347      1.227          9        640:   4%|▍         | 23/519 [00:12<03:02,  2.72it/s]
      46/80      0.94G     0.9687      1.614     0.6287      1.222         13        640:   4%|▍         | 23/519 [00:12<03:02,  2.72it/s]
      46/80      0.94G     0.9687      1.614     0.6287      1.222         13        640:   5%|▍         | 24/519 [00:12<02:43,  3.02it/s]
      46/80      0.94G     0.9769      1.613     0.6298      1.223         11        640:   5%|▍         | 24/519 [00:13<02:43,  3.02it/s]
      46/80      0.94G     0.9769      1.613     0.6298      1.223         11        640:   5%|▍         | 25/519 [00:13<03:58,  2.07it/s]
      46/80      0.94G     0.9877      1.628     0.6296      1.238          8        640:   5%|▍         | 25/519 [00:13<03:58,  2.07it/s]
      46/80      0.94G     0.9877      1.628     0.6296      1.238          8        640:   5%|▌         | 26/519 [00:13<03:13,  2.55it/s]
      46/80      0.94G     0.9888      1.625     0.6334      1.242          9        640:   5%|▌         | 26/519 [00:14<03:13,  2.55it/s]
      46/80      0.94G     0.9888      1.625     0.6334      1.242          9        640:   5%|▌         | 27/519 [00:14<03:57,  2.07it/s]
      46/80      0.94G     0.9832      1.616     0.6374      1.239         12        640:   5%|▌         | 27/519 [00:14<03:57,  2.07it/s]
      46/80      0.94G     0.9832      1.616     0.6374      1.239         12        640:   5%|▌         | 28/519 [00:14<03:19,  2.46it/s]
      46/80      0.94G     0.9792      1.609      0.635      1.234         11        640:   5%|▌         | 28/519 [00:15<03:19,  2.46it/s]
      46/80      0.94G     0.9792      1.609      0.635      1.234         11        640:   6%|▌         | 29/519 [00:15<04:39,  1.76it/s]
      46/80      0.94G     0.9717      1.594     0.6367      1.231          8        640:   6%|▌         | 29/519 [00:15<04:39,  1.76it/s]
      46/80      0.94G     0.9717      1.594     0.6367      1.231          8        640:   6%|▌         | 30/519 [00:15<03:46,  2.16it/s]
      46/80      0.94G     0.9745      1.585     0.6356      1.238          7        640:   6%|▌         | 30/519 [00:16<03:46,  2.16it/s]
      46/80      0.94G     0.9745      1.585     0.6356      1.238          7        640:   6%|▌         | 31/519 [00:16<04:03,  2.00it/s]
      46/80      0.94G     0.9798      1.599     0.6392      1.236         13        640:   6%|▌         | 31/519 [00:16<04:03,  2.00it/s]
      46/80      0.94G     0.9798      1.599     0.6392      1.236         13        640:   6%|▌         | 32/519 [00:16<03:30,  2.31it/s]
      46/80      0.94G     0.9685      1.585     0.6358      1.229         13        640:   6%|▌         | 32/519 [00:17<03:30,  2.31it/s]
      46/80      0.94G     0.9685      1.585     0.6358      1.229         13        640:   6%|▋         | 33/519 [00:17<05:00,  1.62it/s]
      46/80      0.94G     0.9645      1.578     0.6306      1.226          7        640:   6%|▋         | 33/519 [00:18<05:00,  1.62it/s]
      46/80      0.94G     0.9645      1.578     0.6306      1.226          7        640:   7%|▋         | 34/519 [00:18<04:25,  1.82it/s]
      46/80      0.94G     0.9676      1.588      0.632      1.228          9        640:   7%|▋         | 34/519 [00:18<04:25,  1.82it/s]
      46/80      0.94G     0.9676      1.588      0.632      1.228          9        640:   7%|▋         | 35/519 [00:18<03:34,  2.25it/s]
      46/80      0.94G     0.9634      1.577     0.6262      1.227         11        640:   7%|▋         | 35/519 [00:18<03:34,  2.25it/s]
      46/80      0.94G     0.9634      1.577     0.6262      1.227         11        640:   7%|▋         | 36/519 [00:18<03:12,  2.52it/s]
      46/80      0.94G     0.9765      1.597     0.6439      1.236         11        640:   7%|▋         | 36/519 [00:19<03:12,  2.52it/s]
      46/80      0.94G     0.9765      1.597     0.6439      1.236         11        640:   7%|▋         | 37/519 [00:19<04:34,  1.76it/s]
      46/80      0.94G     0.9741      1.584     0.6413      1.238          8        640:   7%|▋         | 37/519 [00:19<04:34,  1.76it/s]
      46/80      0.94G     0.9741      1.584     0.6413      1.238          8        640:   7%|▋         | 38/519 [00:19<03:40,  2.18it/s]
      46/80      0.94G     0.9719      1.582     0.6397      1.236         12        640:   7%|▋         | 38/519 [00:20<03:40,  2.18it/s]
      46/80      0.94G     0.9719      1.582     0.6397      1.236         12        640:   8%|▊         | 39/519 [00:20<03:50,  2.08it/s]
      46/80      0.94G     0.9731      1.588     0.6401      1.237          9        640:   8%|▊         | 39/519 [00:20<03:50,  2.08it/s]
      46/80      0.94G     0.9731      1.588     0.6401      1.237          9        640:   8%|▊         | 40/519 [00:20<03:10,  2.51it/s]
      46/80      0.94G     0.9654      1.578     0.6334      1.233          6        640:   8%|▊         | 40/519 [00:21<03:10,  2.51it/s]
      46/80      0.94G     0.9654      1.578     0.6334      1.233          6        640:   8%|▊         | 41/519 [00:21<04:08,  1.92it/s]
      46/80      0.94G     0.9645      1.576     0.6341      1.237          8        640:   8%|▊         | 41/519 [00:21<04:08,  1.92it/s]
      46/80      0.94G     0.9645      1.576     0.6341      1.237          8        640:   8%|▊         | 42/519 [00:21<03:30,  2.27it/s]
      46/80      0.94G     0.9724      1.588     0.6372      1.238          9        640:   8%|▊         | 42/519 [00:22<03:30,  2.27it/s]
      46/80      0.94G     0.9724      1.588     0.6372      1.238          9        640:   8%|▊         | 43/519 [00:22<03:48,  2.08it/s]
      46/80      0.94G     0.9711      1.589     0.6353      1.236          6        640:   8%|▊         | 43/519 [00:22<03:48,  2.08it/s]
      46/80      0.94G     0.9711      1.589     0.6353      1.236          6        640:   8%|▊         | 44/519 [00:22<03:08,  2.52it/s]
      46/80      0.94G     0.9746      1.591     0.6388      1.236         13        640:   8%|▊         | 44/519 [00:23<03:08,  2.52it/s]
      46/80      0.94G     0.9746      1.591     0.6388      1.236         13        640:   9%|▊         | 45/519 [00:23<05:11,  1.52it/s]
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      46/80      0.94G     0.9541      1.575     0.6208       1.22         11        640:  34%|███▎      | 174/519 [01:21<02:59,  1.92it/s]
      46/80      0.94G      0.953      1.575     0.6193      1.219         11        640:  34%|███▎      | 174/519 [01:22<02:59,  1.92it/s]
      46/80      0.94G      0.953      1.575     0.6193      1.219         11        640:  34%|███▎      | 175/519 [01:22<02:28,  2.31it/s]
      46/80      0.94G     0.9528      1.574     0.6197      1.219          7        640:  34%|███▎      | 175/519 [01:22<02:28,  2.31it/s]
      46/80      0.94G     0.9528      1.574     0.6197      1.219          7        640:  34%|███▍      | 176/519 [01:22<02:05,  2.74it/s]
      46/80      0.94G      0.952      1.577     0.6196       1.22          7        640:  34%|███▍      | 176/519 [01:22<02:05,  2.74it/s]
      46/80      0.94G      0.952      1.577     0.6196       1.22          7        640:  34%|███▍      | 177/519 [01:22<01:51,  3.06it/s]
      46/80      0.94G     0.9507      1.579     0.6201      1.219         10        640:  34%|███▍      | 177/519 [01:23<01:51,  3.06it/s]
      46/80      0.94G     0.9507      1.579     0.6201      1.219         10        640:  34%|███▍      | 178/519 [01:23<03:01,  1.88it/s]
      46/80      0.94G     0.9498      1.575     0.6193      1.218          9        640:  34%|███▍      | 178/519 [01:23<03:01,  1.88it/s]
      46/80      0.94G     0.9498      1.575     0.6193      1.218          9        640:  34%|███▍      | 179/519 [01:23<02:34,  2.19it/s]
      46/80      0.94G     0.9492      1.572     0.6191      1.218         14        640:  34%|███▍      | 179/519 [01:24<02:34,  2.19it/s]
      46/80      0.94G     0.9492      1.572     0.6191      1.218         14        640:  35%|███▍      | 180/519 [01:24<02:32,  2.22it/s]
      46/80      0.94G     0.9488       1.57     0.6194      1.217         10        640:  35%|███▍      | 180/519 [01:24<02:32,  2.22it/s]
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      46/80      0.94G     0.9481       1.57      0.619      1.217         12        640:  35%|███▍      | 181/519 [01:25<02:09,  2.61it/s]
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      46/80      0.94G     0.9471       1.57     0.6181      1.217          7        640:  35%|███▌      | 182/519 [01:25<03:04,  1.82it/s]
      46/80      0.94G     0.9471       1.57     0.6181      1.217          7        640:  35%|███▌      | 183/519 [01:25<02:36,  2.14it/s]
      46/80      0.94G     0.9472      1.569     0.6173      1.216         10        640:  35%|███▌      | 183/519 [01:26<02:36,  2.14it/s]
      46/80      0.94G     0.9472      1.569     0.6173      1.216         10        640:  35%|███▌      | 184/519 [01:26<02:35,  2.16it/s]
      46/80      0.94G     0.9481      1.571     0.6174      1.216          9        640:  35%|███▌      | 184/519 [01:26<02:35,  2.16it/s]
      46/80      0.94G     0.9481      1.571     0.6174      1.216          9        640:  36%|███▌      | 185/519 [01:26<02:17,  2.42it/s]
      46/80      0.94G     0.9458      1.568      0.616      1.215         11        640:  36%|███▌      | 185/519 [01:27<02:17,  2.42it/s]
      46/80      0.94G     0.9458      1.568      0.616      1.215         11        640:  36%|███▌      | 186/519 [01:27<02:56,  1.88it/s]
      46/80      0.94G     0.9463      1.568     0.6165      1.215          8        640:  36%|███▌      | 186/519 [01:27<02:56,  1.88it/s]
      46/80      0.94G     0.9463      1.568     0.6165      1.215          8        640:  36%|███▌      | 187/519 [01:27<02:21,  2.34it/s]
      46/80      0.94G     0.9465      1.569     0.6166      1.215         11        640:  36%|███▌      | 187/519 [01:28<02:21,  2.34it/s]
      46/80      0.94G     0.9465      1.569     0.6166      1.215         11        640:  36%|███▌      | 188/519 [01:28<03:05,  1.79it/s]
      46/80      0.94G     0.9474      1.573     0.6167      1.216         11        640:  36%|███▌      | 188/519 [01:28<03:05,  1.79it/s]
      46/80      0.94G     0.9474      1.573     0.6167      1.216         11        640:  36%|███▋      | 189/519 [01:28<02:36,  2.11it/s]
      46/80      0.94G     0.9478      1.573     0.6169      1.216          9        640:  36%|███▋      | 189/519 [01:29<02:36,  2.11it/s]
      46/80      0.94G     0.9478      1.573     0.6169      1.216          9        640:  37%|███▋      | 190/519 [01:29<02:43,  2.01it/s]
      46/80      0.94G     0.9494       1.57     0.6179      1.218          5        640:  37%|███▋      | 190/519 [01:29<02:43,  2.01it/s]
      46/80      0.94G     0.9494       1.57     0.6179      1.218          5        640:  37%|███▋      | 191/519 [01:29<02:17,  2.38it/s]
      46/80      0.94G     0.9493      1.568     0.6178      1.218         11        640:  37%|███▋      | 191/519 [01:30<02:17,  2.38it/s]
      46/80      0.94G     0.9493      1.568     0.6178      1.218         11        640:  37%|███▋      | 192/519 [01:30<02:53,  1.88it/s]
      46/80      0.94G     0.9484      1.569     0.6185      1.218         10        640:  37%|███▋      | 192/519 [01:30<02:53,  1.88it/s]
      46/80      0.94G     0.9484      1.569     0.6185      1.218         10        640:  37%|███▋      | 193/519 [01:30<02:23,  2.27it/s]
      46/80      0.94G     0.9491      1.571     0.6191      1.218         10        640:  37%|███▋      | 193/519 [01:31<02:23,  2.27it/s]
      46/80      0.94G     0.9491      1.571     0.6191      1.218         10        640:  37%|███▋      | 194/519 [01:31<03:05,  1.75it/s]
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      46/80      0.94G     0.9481      1.571     0.6193      1.218          5        640:  38%|███▊      | 195/519 [01:31<02:35,  2.08it/s]
      46/80      0.94G     0.9475      1.573     0.6201      1.218          9        640:  38%|███▊      | 195/519 [01:32<02:35,  2.08it/s]
      46/80      0.94G     0.9475      1.573     0.6201      1.218          9        640:  38%|███▊      | 196/519 [01:32<02:29,  2.17it/s]
      46/80      0.94G     0.9475      1.571      0.619      1.218          8        640:  38%|███▊      | 196/519 [01:32<02:29,  2.17it/s]
      46/80      0.94G     0.9475      1.571      0.619      1.218          8        640:  38%|███▊      | 197/519 [01:32<02:06,  2.55it/s]
      46/80      0.94G     0.9471      1.569     0.6185      1.218         12        640:  38%|███▊      | 197/519 [01:32<02:06,  2.55it/s]
      46/80      0.94G     0.9471      1.569     0.6185      1.218         12        640:  38%|███▊      | 198/519 [01:32<01:57,  2.73it/s]
      46/80      0.94G     0.9467      1.568     0.6183      1.218          6        640:  38%|███▊      | 198/519 [01:32<01:57,  2.73it/s]
      46/80      0.94G     0.9467      1.568     0.6183      1.218          6        640:  38%|███▊      | 199/519 [01:32<01:45,  3.03it/s]
      46/80      0.94G     0.9462      1.568     0.6182      1.218         10        640:  38%|███▊      | 199/519 [01:33<01:45,  3.03it/s]
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      46/80      0.94G     0.9449      1.565     0.6172      1.217         12        640:  39%|███▊      | 200/519 [01:34<02:45,  1.93it/s]
      46/80      0.94G     0.9449      1.565     0.6172      1.217         12        640:  39%|███▊      | 201/519 [01:34<02:17,  2.31it/s]
      46/80      0.94G     0.9459      1.565     0.6177      1.218         10        640:  39%|███▊      | 201/519 [01:34<02:17,  2.31it/s]
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      46/80      0.94G     0.9442      1.561      0.616      1.218          7        640:  39%|███▉      | 205/519 [01:36<02:40,  1.96it/s]
      46/80      0.94G     0.9442      1.561      0.616      1.218          7        640:  40%|███▉      | 206/519 [01:36<02:11,  2.39it/s]
      46/80      0.94G     0.9458      1.562     0.6159      1.219          7        640:  40%|███▉      | 206/519 [01:36<02:11,  2.39it/s]
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      46/80      0.94G     0.9461      1.562     0.6152      1.219         16        640:  40%|████      | 208/519 [01:37<01:56,  2.67it/s]
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      46/80      0.94G     0.9457      1.563     0.6152      1.218         10        640:  40%|████      | 209/519 [01:38<03:12,  1.61it/s]
      46/80      0.94G     0.9457      1.563     0.6152      1.218         10        640:  40%|████      | 210/519 [01:38<02:42,  1.90it/s]
      46/80      0.94G     0.9455      1.565     0.6156      1.217         14        640:  40%|████      | 210/519 [01:38<02:42,  1.90it/s]
      46/80      0.94G     0.9455      1.565     0.6156      1.217         14        640:  41%|████      | 211/519 [01:38<02:15,  2.28it/s]
      46/80      0.94G     0.9456      1.566     0.6152      1.217          9        640:  41%|████      | 211/519 [01:38<02:15,  2.28it/s]
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      46/80      0.94G      0.945      1.565     0.6142      1.216         11        640:  41%|████      | 213/519 [01:39<02:37,  1.94it/s]
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      46/80      0.94G     0.9433      1.565     0.6134      1.216          9        640:  41%|████      | 214/519 [01:40<02:19,  2.18it/s]
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      46/80      0.94G     0.9434      1.565     0.6137      1.216          9        640:  41%|████▏     | 215/519 [01:40<01:57,  2.59it/s]
      46/80      0.94G     0.9434      1.565     0.6137      1.216          9        640:  42%|████▏     | 216/519 [01:40<01:39,  3.06it/s]
      46/80      0.94G     0.9436      1.565     0.6137      1.216         10        640:  42%|████▏     | 216/519 [01:40<01:39,  3.06it/s]
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      46/80      0.94G     0.9437      1.564     0.6133      1.216          9        640:  42%|████▏     | 217/519 [01:41<01:35,  3.17it/s]
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      46/80      0.94G     0.9422      1.563     0.6128      1.216          9        640:  42%|████▏     | 219/519 [01:42<02:59,  1.67it/s]
      46/80      0.94G     0.9422      1.563     0.6128      1.216          9        640:  42%|████▏     | 220/519 [01:42<02:28,  2.02it/s]
      46/80      0.94G     0.9413      1.562     0.6125      1.216          8        640:  42%|████▏     | 220/519 [01:42<02:28,  2.02it/s]
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      46/80      0.94G     0.9412      1.561      0.612      1.216         10        640:  43%|████▎     | 221/519 [01:43<02:19,  2.14it/s]
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      46/80      0.94G     0.9416      1.562     0.6119      1.217         13        640:  43%|████▎     | 222/519 [01:44<01:57,  2.52it/s]
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      46/80      0.94G     0.9417      1.563     0.6114      1.216         11        640:  43%|████▎     | 223/519 [01:44<03:16,  1.51it/s]
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      46/80      0.94G     0.9392      1.564     0.6098      1.215          5        640:  44%|████▎     | 226/519 [01:46<02:03,  2.37it/s]
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      46/80      0.94G      0.939      1.566     0.6109      1.214         14        640:  44%|████▍     | 228/519 [01:47<02:37,  1.85it/s]
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      46/80      0.94G     0.9384      1.565     0.6106      1.214         11        640:  44%|████▍     | 229/519 [01:47<02:12,  2.19it/s]
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      46/80      0.94G     0.9367      1.569     0.6114      1.214         10        640:  46%|████▌     | 237/519 [01:50<01:48,  2.59it/s]
      46/80      0.94G     0.9363      1.568      0.612      1.214         12        640:  46%|████▌     | 237/519 [01:51<01:48,  2.59it/s]
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      46/80      0.94G     0.9373      1.564     0.6113      1.215          9        640:  46%|████▌     | 239/519 [01:52<03:09,  1.48it/s]
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      46/80      0.94G      0.938      1.569     0.6121      1.216          9        640:  47%|████▋     | 244/519 [01:54<02:18,  1.98it/s]
      46/80      0.94G      0.938      1.569     0.6121      1.216          9        640:  47%|████▋     | 245/519 [01:54<01:51,  2.45it/s]
      46/80      0.94G     0.9386      1.569      0.612      1.216          8        640:  47%|████▋     | 245/519 [01:54<01:51,  2.45it/s]
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      46/80      0.94G     0.9384      1.571     0.6128      1.216         11        640:  47%|████▋     | 246/519 [01:55<01:37,  2.80it/s]
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      46/80      0.94G     0.9389      1.572     0.6132      1.217         13        640:  48%|████▊     | 250/519 [01:57<01:55,  2.34it/s]
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      46/80      0.94G     0.9391      1.569     0.6127      1.217          9        640:  49%|████▉     | 254/519 [01:58<02:09,  2.05it/s]
      46/80      0.94G     0.9391      1.569     0.6127      1.217          9        640:  49%|████▉     | 255/519 [01:58<01:55,  2.29it/s]
      46/80      0.94G     0.9385       1.57     0.6121      1.216         10        640:  49%|████▉     | 255/519 [01:59<01:55,  2.29it/s]
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      46/80      0.94G     0.9392      1.569     0.6122      1.216          8        640:  49%|████▉     | 256/519 [02:00<01:43,  2.54it/s]
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      46/80      0.94G     0.9388       1.57     0.6135      1.216         16        640:  50%|█████     | 260/519 [02:01<01:46,  2.42it/s]
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      46/80      0.94G     0.9382       1.57     0.6125      1.215          7        640:  51%|█████     | 265/519 [02:04<02:07,  1.99it/s]
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      46/80      0.94G     0.9363       1.57      0.611      1.214         10        640:  52%|█████▏    | 270/519 [02:06<01:52,  2.21it/s]
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      46/80      0.94G     0.9385      1.573     0.6128      1.216          7        640:  53%|█████▎    | 273/519 [02:07<01:32,  2.66it/s]
      46/80      0.94G     0.9385      1.573     0.6128      1.216          7        640:  53%|█████▎    | 274/519 [02:07<01:57,  2.09it/s]
      46/80      0.94G     0.9392      1.573     0.6129      1.216          9        640:  53%|█████▎    | 274/519 [02:08<01:57,  2.09it/s]
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      46/80      0.94G     0.9379      1.572     0.6132      1.215          7        640:  53%|█████▎    | 275/519 [02:08<02:09,  1.88it/s]
      46/80      0.94G     0.9379      1.572     0.6132      1.215          7        640:  53%|█████▎    | 276/519 [02:08<01:50,  2.19it/s]
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      46/80      0.94G     0.9378      1.571     0.6141      1.216          6        640:  54%|█████▎    | 278/519 [02:10<02:14,  1.79it/s]
      46/80      0.94G     0.9378      1.571     0.6141      1.216          6        640:  54%|█████▍    | 279/519 [02:10<02:34,  1.56it/s]
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      46/80      0.94G     0.9376       1.57      0.614      1.216         10        640:  54%|█████▍    | 280/519 [02:10<02:02,  1.94it/s]
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      46/80      0.94G      0.937      1.569     0.6134      1.215         11        640:  54%|█████▍    | 281/519 [02:12<01:43,  2.31it/s]
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      46/80      0.94G     0.9376      1.569     0.6136      1.215          5        640:  54%|█████▍    | 282/519 [02:12<02:38,  1.50it/s]
      46/80      0.94G     0.9376      1.569     0.6136      1.215          5        640:  55%|█████▍    | 283/519 [02:12<02:37,  1.50it/s]
      46/80      0.94G     0.9378       1.57     0.6137      1.216          9        640:  55%|█████▍    | 283/519 [02:12<02:37,  1.50it/s]
      46/80      0.94G     0.9378       1.57     0.6137      1.216          9        640:  55%|█████▍    | 284/519 [02:12<02:03,  1.90it/s]
      46/80      0.94G     0.9371      1.569      0.613      1.216         12        640:  55%|█████▍    | 284/519 [02:13<02:03,  1.90it/s]
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      46/80      0.94G      0.937      1.569     0.6131      1.216         12        640:  55%|█████▍    | 285/519 [02:13<01:45,  2.22it/s]
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      46/80      0.94G     0.9374       1.57     0.6137      1.215         12        640:  55%|█████▌    | 286/519 [02:14<01:44,  2.24it/s]
      46/80      0.94G     0.9374       1.57     0.6137      1.215         12        640:  55%|█████▌    | 287/519 [02:14<01:43,  2.24it/s]
      46/80      0.94G     0.9364      1.569     0.6131      1.215          9        640:  55%|█████▌    | 287/519 [02:14<01:43,  2.24it/s]
      46/80      0.94G     0.9364      1.569     0.6131      1.215          9        640:  55%|█████▌    | 288/519 [02:14<01:31,  2.53it/s]
      46/80      0.94G     0.9358       1.57     0.6128      1.214          9        640:  55%|█████▌    | 288/519 [02:14<01:31,  2.53it/s]
      46/80      0.94G     0.9358       1.57     0.6128      1.214          9        640:  56%|█████▌    | 289/519 [02:14<01:18,  2.92it/s]
      46/80      0.94G     0.9357       1.57     0.6132      1.214          9        640:  56%|█████▌    | 289/519 [02:15<01:18,  2.92it/s]
      46/80      0.94G     0.9357       1.57     0.6132      1.214          9        640:  56%|█████▌    | 290/519 [02:15<01:55,  1.98it/s]
      46/80      0.94G     0.9356       1.57     0.6131      1.214         10        640:  56%|█████▌    | 290/519 [02:15<01:55,  1.98it/s]
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      46/80      0.94G      0.937       1.57     0.6133      1.214          9        640:  56%|█████▌    | 291/519 [02:16<01:42,  2.23it/s]
      46/80      0.94G      0.937       1.57     0.6133      1.214          9        640:  56%|█████▋    | 292/519 [02:16<01:26,  2.61it/s]
      46/80      0.94G     0.9367      1.571     0.6135      1.214         11        640:  56%|█████▋    | 292/519 [02:16<01:26,  2.61it/s]
      46/80      0.94G     0.9367      1.571     0.6135      1.214         11        640:  56%|█████▋    | 293/519 [02:16<01:16,  2.95it/s]
      46/80      0.94G     0.9365       1.57     0.6131      1.214          8        640:  56%|█████▋    | 293/519 [02:17<01:16,  2.95it/s]
      46/80      0.94G     0.9365       1.57     0.6131      1.214          8        640:  57%|█████▋    | 294/519 [02:17<02:02,  1.84it/s]
      46/80      0.94G     0.9365      1.574     0.6135      1.214          7        640:  57%|█████▋    | 294/519 [02:17<02:02,  1.84it/s]
      46/80      0.94G     0.9365      1.574     0.6135      1.214          7        640:  57%|█████▋    | 295/519 [02:17<01:44,  2.15it/s]
      46/80      0.94G     0.9354      1.572     0.6127      1.214          8        640:  57%|█████▋    | 295/519 [02:17<01:44,  2.15it/s]
      46/80      0.94G     0.9354      1.572     0.6127      1.214          8        640:  57%|█████▋    | 296/519 [02:17<01:25,  2.61it/s]
      46/80      0.94G     0.9366      1.573     0.6129      1.214          8        640:  57%|█████▋    | 296/519 [02:18<01:25,  2.61it/s]
      46/80      0.94G     0.9366      1.573     0.6129      1.214          8        640:  57%|█████▋    | 297/519 [02:18<01:17,  2.86it/s]
      46/80      0.94G     0.9367      1.573     0.6126      1.214         13        640:  57%|█████▋    | 297/519 [02:19<01:17,  2.86it/s]
      46/80      0.94G     0.9367      1.573     0.6126      1.214         13        640:  57%|█████▋    | 298/519 [02:19<02:18,  1.60it/s]
      46/80      0.94G     0.9363      1.572     0.6125      1.214          9        640:  57%|█████▋    | 298/519 [02:20<02:18,  1.60it/s]
      46/80      0.94G     0.9363      1.572     0.6125      1.214          9        640:  58%|█████▊    | 299/519 [02:20<02:41,  1.36it/s]
      46/80      0.94G     0.9364      1.572     0.6131      1.214         11        640:  58%|█████▊    | 299/519 [02:20<02:41,  1.36it/s]
      46/80      0.94G     0.9364      1.572     0.6131      1.214         11        640:  58%|█████▊    | 300/519 [02:20<02:06,  1.73it/s]
      46/80      0.94G     0.9365      1.573     0.6135      1.214         11        640:  58%|█████▊    | 300/519 [02:20<02:06,  1.73it/s]
      46/80      0.94G     0.9365      1.573     0.6135      1.214         11        640:  58%|█████▊    | 301/519 [02:20<01:43,  2.11it/s]
      46/80      0.94G     0.9354      1.572     0.6132      1.213         10        640:  58%|█████▊    | 301/519 [02:20<01:43,  2.11it/s]
      46/80      0.94G     0.9354      1.572     0.6132      1.213         10        640:  58%|█████▊    | 302/519 [02:20<01:25,  2.55it/s]
      46/80      0.94G     0.9354      1.571     0.6131      1.213          9        640:  58%|█████▊    | 302/519 [02:21<01:25,  2.55it/s]
      46/80      0.94G     0.9354      1.571     0.6131      1.213          9        640:  58%|█████▊    | 303/519 [02:21<02:05,  1.72it/s]
      46/80      0.94G     0.9347       1.57     0.6128      1.213          9        640:  58%|█████▊    | 303/519 [02:22<02:05,  1.72it/s]
      46/80      0.94G     0.9347       1.57     0.6128      1.213          9        640:  59%|█████▊    | 304/519 [02:22<01:40,  2.14it/s]
      46/80      0.94G     0.9344      1.571     0.6129      1.213          9        640:  59%|█████▊    | 304/519 [02:22<01:40,  2.14it/s]
      46/80      0.94G     0.9344      1.571     0.6129      1.213          9        640:  59%|█████▉    | 305/519 [02:22<01:26,  2.46it/s]
      46/80      0.94G     0.9358      1.573     0.6134      1.214         12        640:  59%|█████▉    | 305/519 [02:22<01:26,  2.46it/s]
      46/80      0.94G     0.9358      1.573     0.6134      1.214         12        640:  59%|█████▉    | 306/519 [02:22<01:19,  2.67it/s]
      46/80      0.94G     0.9365      1.573     0.6136      1.214         10        640:  59%|█████▉    | 306/519 [02:23<01:19,  2.67it/s]
      46/80      0.94G     0.9365      1.573     0.6136      1.214         10        640:  59%|█████▉    | 307/519 [02:23<01:45,  2.02it/s]
      46/80      0.94G     0.9363      1.572      0.613      1.214          8        640:  59%|█████▉    | 307/519 [02:23<01:45,  2.02it/s]
      46/80      0.94G     0.9363      1.572      0.613      1.214          8        640:  59%|█████▉    | 308/519 [02:23<01:30,  2.34it/s]
      46/80      0.94G     0.9355       1.57     0.6126      1.214         10        640:  59%|█████▉    | 308/519 [02:24<01:30,  2.34it/s]
      46/80      0.94G     0.9355       1.57     0.6126      1.214         10        640:  60%|█████▉    | 309/519 [02:24<01:17,  2.71it/s]
      46/80      0.94G     0.9361      1.572     0.6124      1.215          8        640:  60%|█████▉    | 309/519 [02:24<01:17,  2.71it/s]
      46/80      0.94G     0.9361      1.572     0.6124      1.215          8        640:  60%|█████▉    | 310/519 [02:24<01:06,  3.15it/s]
      46/80      0.94G     0.9356      1.574      0.612      1.215          7        640:  60%|█████▉    | 310/519 [02:25<01:06,  3.15it/s]
      46/80      0.94G     0.9356      1.574      0.612      1.215          7        640:  60%|█████▉    | 311/519 [02:25<01:43,  2.00it/s]
      46/80      0.94G     0.9362      1.573     0.6116      1.215         11        640:  60%|█████▉    | 311/519 [02:25<01:43,  2.00it/s]
      46/80      0.94G     0.9362      1.573     0.6116      1.215         11        640:  60%|██████    | 312/519 [02:25<01:27,  2.37it/s]
      46/80      0.94G     0.9359      1.574     0.6116      1.215          9        640:  60%|██████    | 312/519 [02:25<01:27,  2.37it/s]
      46/80      0.94G     0.9359      1.574     0.6116      1.215          9        640:  60%|██████    | 313/519 [02:25<01:15,  2.75it/s]
      46/80      0.94G     0.9351      1.573     0.6114      1.214          9        640:  60%|██████    | 313/519 [02:25<01:15,  2.75it/s]
      46/80      0.94G     0.9351      1.573     0.6114      1.214          9        640:  61%|██████    | 314/519 [02:25<01:07,  3.04it/s]
      46/80      0.94G     0.9346      1.572     0.6108      1.214          7        640:  61%|██████    | 314/519 [02:26<01:07,  3.04it/s]
      46/80      0.94G     0.9346      1.572     0.6108      1.214          7        640:  61%|██████    | 315/519 [02:26<01:57,  1.74it/s]
      46/80      0.94G     0.9336      1.571     0.6105      1.214          4        640:  61%|██████    | 315/519 [02:27<01:57,  1.74it/s]
      46/80      0.94G     0.9336      1.571     0.6105      1.214          4        640:  61%|██████    | 316/519 [02:27<01:36,  2.11it/s]
      46/80      0.94G     0.9338       1.57       0.61      1.214         13        640:  61%|██████    | 316/519 [02:27<01:36,  2.11it/s]
      46/80      0.94G     0.9338       1.57       0.61      1.214         13        640:  61%|██████    | 317/519 [02:27<01:24,  2.40it/s]
      46/80      0.94G     0.9336      1.571       0.61      1.214         12        640:  61%|██████    | 317/519 [02:27<01:24,  2.40it/s]
      46/80      0.94G     0.9336      1.571       0.61      1.214         12        640:  61%|██████▏   | 318/519 [02:27<01:09,  2.88it/s]
      46/80      0.94G     0.9333       1.57     0.6095      1.215          7        640:  61%|██████▏   | 318/519 [02:29<01:09,  2.88it/s]
      46/80      0.94G     0.9333       1.57     0.6095      1.215          7        640:  61%|██████▏   | 319/519 [02:29<02:19,  1.43it/s]
      46/80      0.94G     0.9333      1.569     0.6091      1.214         15        640:  61%|██████▏   | 319/519 [02:29<02:19,  1.43it/s]
      46/80      0.94G     0.9333      1.569     0.6091      1.214         15        640:  62%|██████▏   | 320/519 [02:29<01:49,  1.81it/s]
      46/80      0.94G     0.9342      1.574       0.61      1.215          8        640:  62%|██████▏   | 320/519 [02:30<01:49,  1.81it/s]
      46/80      0.94G     0.9342      1.574       0.61      1.215          8        640:  62%|██████▏   | 321/519 [02:30<01:52,  1.75it/s]
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      46/80      0.94G     0.9347      1.574     0.6106      1.216         10        640:  62%|██████▏   | 322/519 [02:31<01:36,  2.04it/s]
      46/80      0.94G     0.9347      1.574     0.6106      1.216         10        640:  62%|██████▏   | 323/519 [02:31<01:46,  1.85it/s]
      46/80      0.94G     0.9345      1.573     0.6104      1.216         12        640:  62%|██████▏   | 323/519 [02:31<01:46,  1.85it/s]
      46/80      0.94G     0.9345      1.573     0.6104      1.216         12        640:  62%|██████▏   | 324/519 [02:31<01:28,  2.20it/s]
      46/80      0.94G     0.9337      1.572       0.61      1.216          8        640:  62%|██████▏   | 324/519 [02:31<01:28,  2.20it/s]
      46/80      0.94G     0.9337      1.572       0.61      1.216          8        640:  63%|██████▎   | 325/519 [02:31<01:14,  2.60it/s]
      46/80      0.94G     0.9334      1.571     0.6095      1.216          9        640:  63%|██████▎   | 325/519 [02:31<01:14,  2.60it/s]
      46/80      0.94G     0.9334      1.571     0.6095      1.216          9        640:  63%|██████▎   | 326/519 [02:31<01:06,  2.91it/s]
      46/80      0.94G     0.9324       1.57     0.6091      1.215         10        640:  63%|██████▎   | 326/519 [02:32<01:06,  2.91it/s]
      46/80      0.94G     0.9324       1.57     0.6091      1.215         10        640:  63%|██████▎   | 327/519 [02:32<01:27,  2.18it/s]
      46/80      0.94G     0.9325       1.57     0.6095      1.215          9        640:  63%|██████▎   | 327/519 [02:32<01:27,  2.18it/s]
      46/80      0.94G     0.9325       1.57     0.6095      1.215          9        640:  63%|██████▎   | 328/519 [02:32<01:14,  2.55it/s]
      46/80      0.94G     0.9327      1.569     0.6094      1.215         12        640:  63%|██████▎   | 328/519 [02:32<01:14,  2.55it/s]
      46/80      0.94G     0.9327      1.569     0.6094      1.215         12        640:  63%|██████▎   | 329/519 [02:32<01:03,  2.99it/s]
      46/80      0.94G     0.9333       1.57     0.6097      1.215         10        640:  63%|██████▎   | 329/519 [02:33<01:03,  2.99it/s]
      46/80      0.94G     0.9333       1.57     0.6097      1.215         10        640:  64%|██████▎   | 330/519 [02:33<01:25,  2.22it/s]
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      46/80      0.94G     0.9322      1.569      0.609      1.215         10        640:  64%|██████▍   | 331/519 [02:34<01:28,  2.13it/s]
      46/80      0.94G     0.9316      1.568     0.6083      1.215          9        640:  64%|██████▍   | 331/519 [02:34<01:28,  2.13it/s]
      46/80      0.94G     0.9316      1.568     0.6083      1.215          9        640:  64%|██████▍   | 332/519 [02:34<01:14,  2.50it/s]
      46/80      0.94G     0.9315      1.568     0.6083      1.214         12        640:  64%|██████▍   | 332/519 [02:34<01:14,  2.50it/s]
      46/80      0.94G     0.9315      1.568     0.6083      1.214         12        640:  64%|██████▍   | 333/519 [02:34<01:06,  2.79it/s]
      46/80      0.94G     0.9315      1.569     0.6079      1.214         12        640:  64%|██████▍   | 333/519 [02:35<01:06,  2.79it/s]
      46/80      0.94G     0.9315      1.569     0.6079      1.214         12        640:  64%|██████▍   | 334/519 [02:35<01:40,  1.84it/s]
      46/80      0.94G     0.9325      1.569     0.6085      1.215          8        640:  64%|██████▍   | 334/519 [02:36<01:40,  1.84it/s]
      46/80      0.94G     0.9325      1.569     0.6085      1.215          8        640:  65%|██████▍   | 335/519 [02:36<01:53,  1.63it/s]
      46/80      0.94G     0.9318       1.57     0.6084      1.215          6        640:  65%|██████▍   | 335/519 [02:36<01:53,  1.63it/s]
      46/80      0.94G     0.9318       1.57     0.6084      1.215          6        640:  65%|██████▍   | 336/519 [02:36<01:31,  2.00it/s]
      46/80      0.94G     0.9323       1.57     0.6086      1.215         12        640:  65%|██████▍   | 336/519 [02:36<01:31,  2.00it/s]
      46/80      0.94G     0.9323       1.57     0.6086      1.215         12        640:  65%|██████▍   | 337/519 [02:36<01:18,  2.33it/s]
      46/80      0.94G     0.9333      1.572     0.6092      1.216         13        640:  65%|██████▍   | 337/519 [02:38<01:18,  2.33it/s]
      46/80      0.94G     0.9333      1.572     0.6092      1.216         13        640:  65%|██████▌   | 338/519 [02:38<02:02,  1.47it/s]
      46/80      0.94G     0.9335      1.571     0.6088      1.216         11        640:  65%|██████▌   | 338/519 [02:38<02:02,  1.47it/s]
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      46/80      0.94G      0.933       1.57     0.6083      1.216         13        640:  65%|██████▌   | 339/519 [02:38<01:57,  1.54it/s]
      46/80      0.94G      0.933       1.57     0.6083      1.216         13        640:  66%|██████▌   | 340/519 [02:38<01:32,  1.93it/s]
      46/80      0.94G     0.9332      1.572     0.6088      1.216          8        640:  66%|██████▌   | 340/519 [02:39<01:32,  1.93it/s]
      46/80      0.94G     0.9332      1.572     0.6088      1.216          8        640:  66%|██████▌   | 341/519 [02:39<01:18,  2.26it/s]
      46/80      0.94G     0.9331      1.572     0.6093      1.217          5        640:  66%|██████▌   | 341/519 [02:39<01:18,  2.26it/s]
      46/80      0.94G     0.9331      1.572     0.6093      1.217          5        640:  66%|██████▌   | 342/519 [02:39<01:26,  2.04it/s]
      46/80      0.94G     0.9333      1.572     0.6103      1.218          6        640:  66%|██████▌   | 342/519 [02:40<01:26,  2.04it/s]
      46/80      0.94G     0.9333      1.572     0.6103      1.218          6        640:  66%|██████▌   | 343/519 [02:40<01:14,  2.35it/s]
      46/80      0.94G     0.9327      1.572     0.6098      1.218          7        640:  66%|██████▌   | 343/519 [02:40<01:14,  2.35it/s]
      46/80      0.94G     0.9327      1.572     0.6098      1.218          7        640:  66%|██████▋   | 344/519 [02:40<01:06,  2.62it/s]
      46/80      0.94G     0.9341      1.573     0.6097      1.219          5        640:  66%|██████▋   | 344/519 [02:40<01:06,  2.62it/s]
      46/80      0.94G     0.9341      1.573     0.6097      1.219          5        640:  66%|██████▋   | 345/519 [02:40<01:00,  2.89it/s]
      46/80      0.94G     0.9344      1.573       0.61      1.219          9        640:  66%|██████▋   | 345/519 [02:41<01:00,  2.89it/s]
      46/80      0.94G     0.9344      1.573       0.61      1.219          9        640:  67%|██████▋   | 346/519 [02:41<01:39,  1.73it/s]
      46/80      0.94G      0.934      1.575     0.6106      1.219         11        640:  67%|██████▋   | 346/519 [02:41<01:39,  1.73it/s]
      46/80      0.94G      0.934      1.575     0.6106      1.219         11        640:  67%|██████▋   | 347/519 [02:41<01:21,  2.12it/s]
      46/80      0.94G     0.9339      1.575     0.6104      1.218         11        640:  67%|██████▋   | 347/519 [02:42<01:21,  2.12it/s]
      46/80      0.94G     0.9339      1.575     0.6104      1.218         11        640:  67%|██████▋   | 348/519 [02:42<01:07,  2.54it/s]
      46/80      0.94G     0.9331      1.574     0.6098      1.217         12        640:  67%|██████▋   | 348/519 [02:42<01:07,  2.54it/s]
      46/80      0.94G     0.9331      1.574     0.6098      1.217         12        640:  67%|██████▋   | 349/519 [02:42<00:58,  2.89it/s]
      46/80      0.94G     0.9327      1.574     0.6098      1.217         10        640:  67%|██████▋   | 349/519 [02:43<00:58,  2.89it/s]
      46/80      0.94G     0.9327      1.574     0.6098      1.217         10        640:  67%|██████▋   | 350/519 [02:43<01:37,  1.74it/s]
      46/80      0.94G     0.9333      1.575     0.6111      1.218          9        640:  67%|██████▋   | 350/519 [02:43<01:37,  1.74it/s]
      46/80      0.94G     0.9333      1.575     0.6111      1.218          9        640:  68%|██████▊   | 351/519 [02:43<01:17,  2.16it/s]
      46/80      0.94G     0.9328      1.574     0.6107      1.217         11        640:  68%|██████▊   | 351/519 [02:43<01:17,  2.16it/s]
      46/80      0.94G     0.9328      1.574     0.6107      1.217         11        640:  68%|██████▊   | 352/519 [02:43<01:05,  2.55it/s]
      46/80      0.94G     0.9337      1.575     0.6117      1.218         10        640:  68%|██████▊   | 352/519 [02:44<01:05,  2.55it/s]
      46/80      0.94G     0.9337      1.575     0.6117      1.218         10        640:  68%|██████▊   | 353/519 [02:44<00:58,  2.83it/s]
      46/80      0.94G     0.9332      1.574     0.6116      1.217         11        640:  68%|██████▊   | 353/519 [02:45<00:58,  2.83it/s]
      46/80      0.94G     0.9332      1.574     0.6116      1.217         11        640:  68%|██████▊   | 354/519 [02:45<01:42,  1.61it/s]
      46/80      0.94G     0.9327      1.573      0.611      1.218          9        640:  68%|██████▊   | 354/519 [02:45<01:42,  1.61it/s]
      46/80      0.94G     0.9327      1.573      0.611      1.218          9        640:  68%|██████▊   | 355/519 [02:45<01:24,  1.93it/s]
      46/80      0.94G      0.933      1.574     0.6111      1.218         11        640:  68%|██████▊   | 355/519 [02:45<01:24,  1.93it/s]
      46/80      0.94G      0.933      1.574     0.6111      1.218         11        640:  69%|██████▊   | 356/519 [02:45<01:09,  2.36it/s]
      46/80      0.94G     0.9331      1.574     0.6113      1.218          9        640:  69%|██████▊   | 356/519 [02:46<01:09,  2.36it/s]
      46/80      0.94G     0.9331      1.574     0.6113      1.218          9        640:  69%|██████▉   | 357/519 [02:46<00:58,  2.78it/s]
      46/80      0.94G     0.9332      1.575     0.6115      1.218          9        640:  69%|██████▉   | 357/519 [02:47<00:58,  2.78it/s]
      46/80      0.94G     0.9332      1.575     0.6115      1.218          9        640:  69%|██████▉   | 358/519 [02:47<01:35,  1.68it/s]
      46/80      0.94G     0.9337      1.575     0.6124      1.218          9        640:  69%|██████▉   | 358/519 [02:47<01:35,  1.68it/s]
      46/80      0.94G     0.9337      1.575     0.6124      1.218          9        640:  69%|██████▉   | 359/519 [02:47<01:16,  2.10it/s]
      46/80      0.94G     0.9342      1.575     0.6128      1.218         14        640:  69%|██████▉   | 359/519 [02:47<01:16,  2.10it/s]
      46/80      0.94G     0.9342      1.575     0.6128      1.218         14        640:  69%|██████▉   | 360/519 [02:47<01:05,  2.44it/s]
      46/80      0.94G     0.9338      1.574     0.6131      1.218         10        640:  69%|██████▉   | 360/519 [02:47<01:05,  2.44it/s]
      46/80      0.94G     0.9338      1.574     0.6131      1.218         10        640:  70%|██████▉   | 361/519 [02:47<00:54,  2.90it/s]
      46/80      0.94G      0.934      1.575     0.6136      1.218          9        640:  70%|██████▉   | 361/519 [02:48<00:54,  2.90it/s]
      46/80      0.94G      0.934      1.575     0.6136      1.218          9        640:  70%|██████▉   | 362/519 [02:48<01:24,  1.85it/s]
      46/80      0.94G     0.9347      1.576      0.614      1.219          8        640:  70%|██████▉   | 362/519 [02:49<01:24,  1.85it/s]
      46/80      0.94G     0.9347      1.576      0.614      1.219          8        640:  70%|██████▉   | 363/519 [02:49<01:11,  2.19it/s]
      46/80      0.94G     0.9343      1.576     0.6141      1.218          8        640:  70%|██████▉   | 363/519 [02:49<01:11,  2.19it/s]
      46/80      0.94G     0.9343      1.576     0.6141      1.218          8        640:  70%|███████   | 364/519 [02:49<00:58,  2.65it/s]
      46/80      0.94G     0.9335      1.574     0.6135      1.218          8        640:  70%|███████   | 364/519 [02:49<00:58,  2.65it/s]
      46/80      0.94G     0.9335      1.574     0.6135      1.218          8        640:  70%|███████   | 365/519 [02:49<00:51,  3.01it/s]
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      46/80      0.94G     0.9333      1.575     0.6133      1.217         11        640:  71%|███████   | 366/519 [02:51<01:42,  1.49it/s]
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      46/80      0.94G     0.9343      1.577     0.6134      1.219          8        640:  71%|███████   | 367/519 [02:51<01:22,  1.84it/s]
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      46/80      0.94G     0.9351      1.578     0.6133       1.22          9        640:  71%|███████   | 368/519 [02:51<01:07,  2.24it/s]
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      46/80      0.94G     0.9368       1.58     0.6145       1.22          7        640:  71%|███████▏  | 371/519 [02:53<01:15,  1.96it/s]
      46/80      0.94G     0.9368       1.58     0.6145       1.22          7        640:  72%|███████▏  | 372/519 [02:53<01:02,  2.34it/s]
      46/80      0.94G     0.9362      1.579     0.6143       1.22         14        640:  72%|███████▏  | 372/519 [02:53<01:02,  2.34it/s]
      46/80      0.94G     0.9362      1.579     0.6143       1.22         14        640:  72%|███████▏  | 373/519 [02:53<00:54,  2.70it/s]
      46/80      0.94G     0.9362      1.579      0.615       1.22          7        640:  72%|███████▏  | 373/519 [02:54<00:54,  2.70it/s]
      46/80      0.94G     0.9362      1.579      0.615       1.22          7        640:  72%|███████▏  | 374/519 [02:54<01:06,  2.18it/s]
      46/80      0.94G     0.9354      1.577     0.6142       1.22         11        640:  72%|███████▏  | 374/519 [02:54<01:06,  2.18it/s]
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      46/80      0.94G      0.936      1.577      0.614       1.22          9        640:  72%|███████▏  | 376/519 [02:55<00:54,  2.61it/s]
      46/80      0.94G      0.936      1.577      0.614       1.22          9        640:  73%|███████▎  | 377/519 [02:55<00:47,  2.99it/s]
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      46/80      0.94G     0.9359      1.578     0.6133       1.22          9        640:  73%|███████▎  | 379/519 [02:57<01:29,  1.57it/s]
      46/80      0.94G      0.936      1.577     0.6129       1.22          6        640:  73%|███████▎  | 379/519 [02:57<01:29,  1.57it/s]
      46/80      0.94G      0.936      1.577     0.6129       1.22          6        640:  73%|███████▎  | 380/519 [02:57<01:10,  1.98it/s]
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      46/80      0.94G     0.9367      1.579     0.6139      1.221          9        640:  73%|███████▎  | 381/519 [02:57<00:58,  2.35it/s]
      46/80      0.94G     0.9367      1.579     0.6139      1.221          9        640:  74%|███████▎  | 382/519 [02:57<01:02,  2.18it/s]
      46/80      0.94G      0.937       1.58     0.6148      1.221          9        640:  74%|███████▎  | 382/519 [02:58<01:02,  2.18it/s]
      46/80      0.94G      0.937       1.58     0.6148      1.221          9        640:  74%|███████▍  | 383/519 [02:58<01:11,  1.91it/s]
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      46/80      0.94G     0.9387       1.58      0.615      1.222          9        640:  75%|███████▍  | 388/519 [03:01<01:08,  1.92it/s]
      46/80      0.94G     0.9387       1.58      0.615      1.222          9        640:  75%|███████▍  | 389/519 [03:01<00:55,  2.34it/s]
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      46/80      0.94G     0.9371      1.578     0.6136      1.221          4        640:  76%|███████▌  | 392/519 [03:02<00:55,  2.30it/s]
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      46/80      0.94G     0.9368      1.578     0.6133      1.221         10        640:  76%|███████▌  | 393/519 [03:03<00:46,  2.69it/s]
      46/80      0.94G     0.9368      1.578     0.6133      1.221         10        640:  76%|███████▌  | 394/519 [03:03<00:41,  3.03it/s]
      46/80      0.94G     0.9364      1.577     0.6134       1.22         10        640:  76%|███████▌  | 394/519 [03:04<00:41,  3.03it/s]
      46/80      0.94G     0.9364      1.577     0.6134       1.22         10        640:  76%|███████▌  | 395/519 [03:04<01:23,  1.48it/s]
      46/80      0.94G     0.9364      1.577     0.6137       1.22         12        640:  76%|███████▌  | 395/519 [03:04<01:23,  1.48it/s]
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      46/80      0.94G     0.9356      1.576     0.6142       1.22         11        640:  76%|███████▋  | 396/519 [03:05<01:07,  1.83it/s]
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      46/80      0.94G     0.9355      1.575      0.614       1.22          9        640:  76%|███████▋  | 397/519 [03:05<00:57,  2.11it/s]
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      46/80      0.94G     0.9345      1.574     0.6133      1.219          8        640:  77%|███████▋  | 398/519 [03:06<00:48,  2.48it/s]
      46/80      0.94G     0.9345      1.574     0.6133      1.219          8        640:  77%|███████▋  | 399/519 [03:06<00:57,  2.10it/s]
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      46/80      0.94G     0.9351      1.574     0.6134       1.22          7        640:  78%|███████▊  | 403/519 [03:08<01:10,  1.64it/s]
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      46/80      0.94G     0.9349      1.573     0.6139      1.219         12        640:  78%|███████▊  | 405/519 [03:08<00:51,  2.23it/s]
      46/80      0.94G     0.9355      1.574      0.614       1.22         13        640:  78%|███████▊  | 405/519 [03:09<00:51,  2.23it/s]
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      46/80      0.94G     0.9363      1.574     0.6143      1.221          9        640:  78%|███████▊  | 406/519 [03:10<00:43,  2.59it/s]
      46/80      0.94G     0.9363      1.574     0.6143      1.221          9        640:  78%|███████▊  | 407/519 [03:10<01:20,  1.39it/s]
      46/80      0.94G     0.9366      1.576     0.6142      1.221         12        640:  78%|███████▊  | 407/519 [03:10<01:20,  1.39it/s]
      46/80      0.94G     0.9366      1.576     0.6142      1.221         12        640:  79%|███████▊  | 408/519 [03:10<01:03,  1.74it/s]
      46/80      0.94G     0.9367      1.576     0.6144      1.221          8        640:  79%|███████▊  | 408/519 [03:10<01:03,  1.74it/s]
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      46/80      0.94G     0.9362      1.575     0.6143       1.22          9        640:  79%|███████▉  | 409/519 [03:11<00:51,  2.14it/s]
      46/80      0.94G     0.9362      1.575     0.6143       1.22          9        640:  79%|███████▉  | 410/519 [03:11<00:44,  2.45it/s]
      46/80      0.94G     0.9366      1.575     0.6143      1.221          6        640:  79%|███████▉  | 410/519 [03:11<00:44,  2.45it/s]
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      46/80      0.94G     0.9357      1.574     0.6138      1.221          7        640:  79%|███████▉  | 412/519 [03:12<00:52,  2.02it/s]
      46/80      0.94G     0.9357      1.574     0.6138      1.221          7        640:  80%|███████▉  | 413/519 [03:12<00:43,  2.44it/s]
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      46/80      0.94G     0.9362      1.574     0.6146       1.22          7        640:  80%|███████▉  | 415/519 [03:14<00:40,  2.59it/s]
      46/80      0.94G     0.9362      1.574     0.6146       1.22          7        640:  80%|████████  | 416/519 [03:14<01:09,  1.49it/s]
      46/80      0.94G     0.9366      1.575     0.6152      1.221         10        640:  80%|████████  | 416/519 [03:14<01:09,  1.49it/s]
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      46/80      0.94G      0.937      1.576     0.6151      1.221         10        640:  81%|████████  | 418/519 [03:15<00:49,  2.06it/s]
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      46/80      0.94G     0.9376      1.576     0.6145      1.221          6        640:  81%|████████  | 421/519 [03:17<00:45,  2.14it/s]
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      46/80      0.94G     0.9364      1.574     0.6137      1.221          7        640:  81%|████████▏ | 422/519 [03:17<00:40,  2.37it/s]
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      46/80      0.94G      0.935      1.561     0.6146      1.221         11        640:  93%|█████████▎| 483/519 [03:46<00:13,  2.65it/s]
      46/80      0.94G      0.935      1.561     0.6146      1.221         11        640:  93%|█████████▎| 484/519 [03:46<00:21,  1.62it/s]
      46/80      0.94G     0.9344       1.56     0.6144      1.221          6        640:  93%|█████████▎| 484/519 [03:46<00:21,  1.62it/s]
      46/80      0.94G     0.9344       1.56     0.6144      1.221          6        640:  93%|█████████▎| 485/519 [03:46<00:16,  2.04it/s]
      46/80      0.94G     0.9343       1.56     0.6142       1.22         11        640:  93%|█████████▎| 485/519 [03:46<00:16,  2.04it/s]
      46/80      0.94G     0.9343       1.56     0.6142       1.22         11        640:  94%|█████████▎| 486/519 [03:46<00:13,  2.39it/s]
      46/80      0.94G      0.934      1.559     0.6138       1.22          9        640:  94%|█████████▎| 486/519 [03:46<00:13,  2.39it/s]
      46/80      0.94G      0.934      1.559     0.6138       1.22          9        640:  94%|█████████▍| 487/519 [03:46<00:11,  2.81it/s]
      46/80      0.94G     0.9341      1.558     0.6137       1.22          8        640:  94%|█████████▍| 487/519 [03:47<00:11,  2.81it/s]
      46/80      0.94G     0.9341      1.558     0.6137       1.22          8        640:  94%|█████████▍| 488/519 [03:47<00:17,  1.76it/s]
      46/80      0.94G     0.9344      1.558     0.6134       1.22         10        640:  94%|█████████▍| 488/519 [03:47<00:17,  1.76it/s]
      46/80      0.94G     0.9344      1.558     0.6134       1.22         10        640:  94%|█████████▍| 489/519 [03:47<00:13,  2.16it/s]
      46/80      0.94G      0.934      1.557     0.6129      1.221          8        640:  94%|█████████▍| 489/519 [03:48<00:13,  2.16it/s]
      46/80      0.94G      0.934      1.557     0.6129      1.221          8        640:  94%|█████████▍| 490/519 [03:48<00:11,  2.53it/s]
      46/80      0.94G     0.9334      1.556     0.6124       1.22          8        640:  94%|█████████▍| 490/519 [03:48<00:11,  2.53it/s]
      46/80      0.94G     0.9334      1.556     0.6124       1.22          8        640:  95%|█████████▍| 491/519 [03:48<00:09,  2.89it/s]
      46/80      0.94G      0.934      1.557     0.6126       1.22          7        640:  95%|█████████▍| 491/519 [03:49<00:09,  2.89it/s]
      46/80      0.94G      0.934      1.557     0.6126       1.22          7        640:  95%|█████████▍| 492/519 [03:49<00:15,  1.75it/s]
      46/80      0.94G     0.9339      1.557     0.6125       1.22         14        640:  95%|█████████▍| 492/519 [03:49<00:15,  1.75it/s]
      46/80      0.94G     0.9339      1.557     0.6125       1.22         14        640:  95%|█████████▍| 493/519 [03:49<00:12,  2.14it/s]
      46/80      0.94G     0.9338      1.557     0.6122       1.22         11        640:  95%|█████████▍| 493/519 [03:49<00:12,  2.14it/s]
      46/80      0.94G     0.9338      1.557     0.6122       1.22         11        640:  95%|█████████▌| 494/519 [03:49<00:09,  2.61it/s]
      46/80      0.94G     0.9334      1.556     0.6122       1.22         10        640:  95%|█████████▌| 494/519 [03:50<00:09,  2.61it/s]
      46/80      0.94G     0.9334      1.556     0.6122       1.22         10        640:  95%|█████████▌| 495/519 [03:50<00:08,  2.82it/s]
      46/80      0.94G     0.9341      1.561      0.614       1.22          6        640:  95%|█████████▌| 495/519 [03:51<00:08,  2.82it/s]
      46/80      0.94G     0.9341      1.561      0.614       1.22          6        640:  96%|█████████▌| 496/519 [03:51<00:15,  1.48it/s]
      46/80      0.94G     0.9344      1.562     0.6145      1.221         11        640:  96%|█████████▌| 496/519 [03:51<00:15,  1.48it/s]
      46/80      0.94G     0.9344      1.562     0.6145      1.221         11        640:  96%|█████████▌| 497/519 [03:51<00:12,  1.82it/s]
      46/80      0.94G     0.9342      1.561     0.6143      1.221         10        640:  96%|█████████▌| 497/519 [03:52<00:12,  1.82it/s]
      46/80      0.94G     0.9342      1.561     0.6143      1.221         10        640:  96%|█████████▌| 498/519 [03:52<00:10,  2.08it/s]
      46/80      0.94G     0.9343      1.561     0.6148      1.221          7        640:  96%|█████████▌| 498/519 [03:52<00:10,  2.08it/s]
      46/80      0.94G     0.9343      1.561     0.6148      1.221          7        640:  96%|█████████▌| 499/519 [03:52<00:08,  2.42it/s]
      46/80      0.94G      0.934      1.561     0.6145      1.221         11        640:  96%|█████████▌| 499/519 [03:53<00:08,  2.42it/s]
      46/80      0.94G      0.934      1.561     0.6145      1.221         11        640:  96%|█████████▋| 500/519 [03:53<00:11,  1.66it/s]
      46/80      0.94G     0.9343      1.561     0.6144       1.22         11        640:  96%|█████████▋| 500/519 [03:53<00:11,  1.66it/s]
      46/80      0.94G     0.9343      1.561     0.6144       1.22         11        640:  97%|█████████▋| 501/519 [03:53<00:08,  2.03it/s]
      46/80      0.94G     0.9339      1.561     0.6142       1.22          9        640:  97%|█████████▋| 501/519 [03:53<00:08,  2.03it/s]
      46/80      0.94G     0.9339      1.561     0.6142       1.22          9        640:  97%|█████████▋| 502/519 [03:53<00:06,  2.45it/s]
      46/80      0.94G      0.934       1.56     0.6142       1.22         11        640:  97%|█████████▋| 502/519 [03:54<00:06,  2.45it/s]
      46/80      0.94G      0.934       1.56     0.6142       1.22         11        640:  97%|█████████▋| 503/519 [03:54<00:05,  2.80it/s]
      46/80      0.94G     0.9337       1.56     0.6138       1.22         11        640:  97%|█████████▋| 503/519 [03:55<00:05,  2.80it/s]
      46/80      0.94G     0.9337       1.56     0.6138       1.22         11        640:  97%|█████████▋| 504/519 [03:55<00:10,  1.49it/s]
      46/80      0.94G     0.9341       1.56     0.6138       1.22         11        640:  97%|█████████▋| 504/519 [03:55<00:10,  1.49it/s]
      46/80      0.94G     0.9341       1.56     0.6138       1.22         11        640:  97%|█████████▋| 505/519 [03:55<00:07,  1.84it/s]
      46/80      0.94G     0.9335       1.56     0.6136       1.22          7        640:  97%|█████████▋| 505/519 [03:56<00:07,  1.84it/s]
      46/80      0.94G     0.9335       1.56     0.6136       1.22          7        640:  97%|█████████▋| 506/519 [03:56<00:05,  2.24it/s]
      46/80      0.94G      0.934       1.56     0.6144       1.22         10        640:  97%|█████████▋| 506/519 [03:56<00:05,  2.24it/s]
      46/80      0.94G      0.934       1.56     0.6144       1.22         10        640:  98%|█████████▊| 507/519 [03:56<00:04,  2.58it/s]
      46/80      0.94G     0.9343       1.56     0.6142       1.22         15        640:  98%|█████████▊| 507/519 [03:57<00:04,  2.58it/s]
      46/80      0.94G     0.9343       1.56     0.6142       1.22         15        640:  98%|█████████▊| 508/519 [03:57<00:05,  1.97it/s]
      46/80      0.94G     0.9339      1.559     0.6137       1.22         10        640:  98%|█████████▊| 508/519 [03:57<00:05,  1.97it/s]
      46/80      0.94G     0.9339      1.559     0.6137       1.22         10        640:  98%|█████████▊| 509/519 [03:57<00:04,  2.39it/s]
      46/80      0.94G     0.9341      1.558     0.6143       1.22         11        640:  98%|█████████▊| 509/519 [03:58<00:04,  2.39it/s]
      46/80      0.94G     0.9341      1.558     0.6143       1.22         11        640:  98%|█████████▊| 510/519 [03:58<00:04,  1.90it/s]
      46/80      0.94G     0.9342      1.558     0.6149       1.22         11        640:  98%|█████████▊| 510/519 [03:58<00:04,  1.90it/s]
      46/80      0.94G     0.9342      1.558     0.6149       1.22         11        640:  98%|█████████▊| 511/519 [03:58<00:03,  2.30it/s]
      46/80      0.94G     0.9335      1.558     0.6145       1.22         11        640:  98%|█████████▊| 511/519 [03:59<00:03,  2.30it/s]
      46/80      0.94G     0.9335      1.558     0.6145       1.22         11        640:  99%|█████████▊| 512/519 [03:59<00:05,  1.35it/s]
      46/80      0.94G     0.9333      1.558     0.6142       1.22          8        640:  99%|█████████▊| 512/519 [03:59<00:05,  1.35it/s]
      46/80      0.94G     0.9333      1.558     0.6142       1.22          8        640:  99%|█████████▉| 513/519 [03:59<00:03,  1.79it/s]
      46/80      0.94G     0.9343      1.559     0.6146      1.221         10        640:  99%|█████████▉| 513/519 [04:00<00:03,  1.79it/s]
      46/80      0.94G     0.9343      1.559     0.6146      1.221         10        640:  99%|█████████▉| 514/519 [04:00<00:02,  2.16it/s]
      46/80      0.94G     0.9341       1.56     0.6143      1.221         10        640:  99%|█████████▉| 514/519 [04:00<00:02,  2.16it/s]
      46/80      0.94G     0.9341       1.56     0.6143      1.221         10        640:  99%|█████████▉| 515/519 [04:00<00:01,  2.68it/s]
      46/80      0.94G     0.9343      1.559     0.6144      1.221          9        640:  99%|█████████▉| 515/519 [04:00<00:01,  2.68it/s]
      46/80      0.94G     0.9343      1.559     0.6144      1.221          9        640:  99%|█████████▉| 516/519 [04:00<00:01,  2.18it/s]
      46/80      0.94G     0.9341       1.56     0.6145      1.221         11        640:  99%|█████████▉| 516/519 [04:01<00:01,  2.18it/s]
      46/80      0.94G     0.9339      1.559     0.6144      1.221         10        640:  99%|█████████▉| 516/519 [04:01<00:01,  2.18it/s]
      46/80      0.94G     0.9339      1.559     0.6144      1.221         10        640: 100%|█████████▉| 518/519 [04:01<00:00,  3.58it/s]
      46/80      0.94G     0.9339      1.559     0.6142       1.22         12        640: 100%|█████████▉| 518/519 [04:01<00:00,  3.58it/s]
      46/80      0.94G     0.9339      1.559     0.6142       1.22         12        640: 100%|██████████| 519/519 [04:01<00:00,  2.15it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:46,  6.35s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<03:01,  2.89s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:49,  1.76s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:17,  1.28s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<01:03,  1.05s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:51,  1.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:44,  1.31it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:37,  1.51it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:32,  1.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:26,  2.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:23,  2.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:23,  2.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:23,  2.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:23,  2.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:24,  1.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:22,  2.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:23,  1.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:24,  1.81it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:25,  1.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:26,  1.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  2.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:18<00:18,  2.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  4.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.60it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:05,  5.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:19<00:05,  6.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:05,  6.31it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.59it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.75it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.84it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:04,  6.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:20<00:03,  7.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:03,  6.36it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:04,  5.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:21<00:03,  6.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:02,  6.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  7.47it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  8.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:01,  8.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:01,  7.62it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:21<00:02,  6.59it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:22<00:02,  6.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:22<00:01,  7.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  8.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:01,  8.43it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  8.75it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  89%|████████▉ | 58/65 [00:22<00:00,  9.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  92%|█████████▏| 60/65 [00:22<00:00,  9.36it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:23<00:00,  9.58it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:23<00:00,  9.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.76it/s]
+                   all        519        519      0.968       0.95      0.984      0.744      0.968       0.95      0.985      0.715
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
      47/80      0.94G     0.8021      1.553     0.6051      1.118         12        640:   0%|          | 0/519 [00:02<?, ?it/s]
      47/80      0.94G     0.8021      1.553     0.6051      1.118         12        640:   0%|          | 1/519 [00:02<24:57,  2.89s/it]
      47/80      0.94G     0.8738      1.545     0.5778      1.134          7        640:   0%|          | 1/519 [00:03<24:57,  2.89s/it]
      47/80      0.94G     0.8738      1.545     0.5778      1.134          7        640:   0%|          | 2/519 [00:03<12:56,  1.50s/it]
      47/80      0.94G     0.8178      1.605     0.5783      1.121         13        640:   0%|          | 2/519 [00:03<12:56,  1.50s/it]
      47/80      0.94G     0.8178      1.605     0.5783      1.121         13        640:   1%|          | 3/519 [00:03<07:57,  1.08it/s]
      47/80      0.94G     0.7782      1.474     0.5327      1.116         10        640:   1%|          | 3/519 [00:03<07:57,  1.08it/s]
      47/80      0.94G     0.7782      1.474     0.5327      1.116         10        640:   1%|          | 4/519 [00:03<05:43,  1.50it/s]
      47/80      0.94G     0.7669       1.43      0.532      1.117          9        640:   1%|          | 4/519 [00:04<05:43,  1.50it/s]
      47/80      0.94G     0.7669       1.43      0.532      1.117          9        640:   1%|          | 5/519 [00:04<04:36,  1.86it/s]
      47/80      0.94G       0.75      1.413     0.5479      1.114          7        640:   1%|          | 5/519 [00:04<04:36,  1.86it/s]
      47/80      0.94G       0.75      1.413     0.5479      1.114          7        640:   1%|          | 6/519 [00:04<03:54,  2.18it/s]
      47/80      0.94G      0.816        1.5     0.5721      1.152          9        640:   1%|          | 6/519 [00:04<03:54,  2.18it/s]
      47/80      0.94G      0.816        1.5     0.5721      1.152          9        640:   1%|▏         | 7/519 [00:04<03:22,  2.53it/s]
      47/80      0.94G     0.8186      1.471      0.578      1.157         12        640:   1%|▏         | 7/519 [00:05<03:22,  2.53it/s]
      47/80      0.94G     0.8186      1.471      0.578      1.157         12        640:   2%|▏         | 8/519 [00:05<03:29,  2.44it/s]
      47/80      0.94G     0.8294      1.499     0.5895      1.157         13        640:   2%|▏         | 8/519 [00:06<03:29,  2.44it/s]
      47/80      0.94G     0.8294      1.499     0.5895      1.157         13        640:   2%|▏         | 9/519 [00:06<04:50,  1.76it/s]
      47/80      0.94G     0.8229      1.458     0.5887       1.16          9        640:   2%|▏         | 9/519 [00:06<04:50,  1.76it/s]
      47/80      0.94G     0.8229      1.458     0.5887       1.16          9        640:   2%|▏         | 10/519 [00:06<05:01,  1.69it/s]
      47/80      0.94G     0.8202       1.42     0.5835      1.161          9        640:   2%|▏         | 10/519 [00:07<05:01,  1.69it/s]
      47/80      0.94G     0.8202       1.42     0.5835      1.161          9        640:   2%|▏         | 11/519 [00:07<06:29,  1.30it/s]
      47/80      0.94G      0.834      1.408     0.5797      1.156         10        640:   2%|▏         | 11/519 [00:08<06:29,  1.30it/s]
      47/80      0.94G      0.834      1.408     0.5797      1.156         10        640:   2%|▏         | 12/519 [00:08<05:12,  1.62it/s]
      47/80      0.94G     0.8378      1.418     0.5881      1.173          8        640:   2%|▏         | 12/519 [00:08<05:12,  1.62it/s]
      47/80      0.94G     0.8378      1.418     0.5881      1.173          8        640:   3%|▎         | 13/519 [00:08<04:04,  2.07it/s]
      47/80      0.94G     0.8322      1.397     0.5855      1.171          7        640:   3%|▎         | 13/519 [00:08<04:04,  2.07it/s]
      47/80      0.94G     0.8322      1.397     0.5855      1.171          7        640:   3%|▎         | 14/519 [00:08<03:43,  2.26it/s]
      47/80      0.94G     0.8235      1.398     0.5851      1.164         11        640:   3%|▎         | 14/519 [00:08<03:43,  2.26it/s]
      47/80      0.94G     0.8235      1.398     0.5851      1.164         11        640:   3%|▎         | 15/519 [00:08<03:07,  2.69it/s]
      47/80      0.94G     0.8261       1.41     0.5834      1.166         11        640:   3%|▎         | 15/519 [00:09<03:07,  2.69it/s]
      47/80      0.94G     0.8261       1.41     0.5834      1.166         11        640:   3%|▎         | 16/519 [00:09<03:30,  2.39it/s]
      47/80      0.94G     0.8271      1.433     0.6017      1.163         12        640:   3%|▎         | 16/519 [00:10<03:30,  2.39it/s]
      47/80      0.94G     0.8271      1.433     0.6017      1.163         12        640:   3%|▎         | 17/519 [00:10<05:19,  1.57it/s]
      47/80      0.94G     0.8455      1.455     0.5937      1.172          9        640:   3%|▎         | 17/519 [00:10<05:19,  1.57it/s]
      47/80      0.94G     0.8455      1.455     0.5937      1.172          9        640:   3%|▎         | 18/519 [00:10<04:14,  1.97it/s]
      47/80      0.94G     0.8344      1.411     0.5876      1.169          5        640:   3%|▎         | 18/519 [00:11<04:14,  1.97it/s]
      47/80      0.94G     0.8344      1.411     0.5876      1.169          5        640:   4%|▎         | 19/519 [00:11<03:31,  2.36it/s]
      47/80      0.94G     0.8458      1.439     0.5901      1.173         11        640:   4%|▎         | 19/519 [00:11<03:31,  2.36it/s]
      47/80      0.94G     0.8458      1.439     0.5901      1.173         11        640:   4%|▍         | 20/519 [00:11<03:05,  2.69it/s]
      47/80      0.94G     0.8511      1.433      0.587      1.176         10        640:   4%|▍         | 20/519 [00:12<03:05,  2.69it/s]
      47/80      0.94G     0.8511      1.433      0.587      1.176         10        640:   4%|▍         | 21/519 [00:12<04:36,  1.80it/s]
      47/80      0.94G     0.8508      1.439     0.5806      1.172         14        640:   4%|▍         | 21/519 [00:13<04:36,  1.80it/s]
      47/80      0.94G     0.8508      1.439     0.5806      1.172         14        640:   4%|▍         | 22/519 [00:13<05:25,  1.53it/s]
      47/80      0.94G     0.8569      1.464     0.5922      1.175         13        640:   4%|▍         | 22/519 [00:13<05:25,  1.53it/s]
      47/80      0.94G     0.8569      1.464     0.5922      1.175         13        640:   4%|▍         | 23/519 [00:13<04:17,  1.93it/s]
      47/80      0.94G     0.8601      1.456     0.5979      1.179         11        640:   4%|▍         | 23/519 [00:13<04:17,  1.93it/s]
      47/80      0.94G     0.8601      1.456     0.5979      1.179         11        640:   5%|▍         | 24/519 [00:13<03:46,  2.19it/s]
      47/80      0.94G      0.856      1.443     0.5915      1.177         10        640:   5%|▍         | 24/519 [00:13<03:46,  2.19it/s]
      47/80      0.94G      0.856      1.443     0.5915      1.177         10        640:   5%|▍         | 25/519 [00:13<03:11,  2.58it/s]
      47/80      0.94G     0.8661       1.45     0.5945      1.178         10        640:   5%|▍         | 25/519 [00:15<03:11,  2.58it/s]
      47/80      0.94G     0.8661       1.45     0.5945      1.178         10        640:   5%|▌         | 26/519 [00:15<05:14,  1.57it/s]
      47/80      0.94G     0.8638      1.435     0.5878      1.177          6        640:   5%|▌         | 26/519 [00:15<05:14,  1.57it/s]
      47/80      0.94G     0.8638      1.435     0.5878      1.177          6        640:   5%|▌         | 27/519 [00:15<04:25,  1.86it/s]
      47/80      0.94G     0.8573      1.432     0.5836      1.173         11        640:   5%|▌         | 27/519 [00:15<04:25,  1.86it/s]
      47/80      0.94G     0.8573      1.432     0.5836      1.173         11        640:   5%|▌         | 28/519 [00:15<04:09,  1.97it/s]
      47/80      0.94G     0.8723      1.428       0.59      1.178         10        640:   5%|▌         | 28/519 [00:16<04:09,  1.97it/s]
      47/80      0.94G     0.8723      1.428       0.59      1.178         10        640:   6%|▌         | 29/519 [00:16<03:32,  2.30it/s]
      47/80      0.94G     0.8656      1.434       0.59      1.173         13        640:   6%|▌         | 29/519 [00:17<03:32,  2.30it/s]
      47/80      0.94G     0.8656      1.434       0.59      1.173         13        640:   6%|▌         | 30/519 [00:17<05:35,  1.46it/s]
      47/80      0.94G     0.8614      1.443     0.5967      1.174          6        640:   6%|▌         | 30/519 [00:17<05:35,  1.46it/s]
      47/80      0.94G     0.8614      1.443     0.5967      1.174          6        640:   6%|▌         | 31/519 [00:17<04:29,  1.81it/s]
      47/80      0.94G     0.8579      1.445     0.5943      1.171         11        640:   6%|▌         | 31/519 [00:17<04:29,  1.81it/s]
      47/80      0.94G     0.8579      1.445     0.5943      1.171         11        640:   6%|▌         | 32/519 [00:17<03:38,  2.23it/s]
      47/80      0.94G     0.8651      1.444     0.5936      1.173          9        640:   6%|▌         | 32/519 [00:18<03:38,  2.23it/s]
      47/80      0.94G     0.8651      1.444     0.5936      1.173          9        640:   6%|▋         | 33/519 [00:18<03:08,  2.58it/s]
      47/80      0.94G     0.8679      1.443     0.5964      1.175          9        640:   6%|▋         | 33/519 [00:19<03:08,  2.58it/s]
      47/80      0.94G     0.8679      1.443     0.5964      1.175          9        640:   7%|▋         | 34/519 [00:19<05:01,  1.61it/s]
      47/80      0.94G     0.8706      1.445     0.5941      1.171         15        640:   7%|▋         | 34/519 [00:19<05:01,  1.61it/s]
      47/80      0.94G     0.8706      1.445     0.5941      1.171         15        640:   7%|▋         | 35/519 [00:19<03:59,  2.02it/s]
      47/80      0.94G     0.8744      1.449     0.5925      1.172         14        640:   7%|▋         | 35/519 [00:19<03:59,  2.02it/s]
      47/80      0.94G     0.8744      1.449     0.5925      1.172         14        640:   7%|▋         | 36/519 [00:19<03:29,  2.30it/s]
      47/80      0.94G     0.8805      1.475     0.6085      1.186          6        640:   7%|▋         | 36/519 [00:20<03:29,  2.30it/s]
      47/80      0.94G     0.8805      1.475     0.6085      1.186          6        640:   7%|▋         | 37/519 [00:20<02:59,  2.68it/s]
      47/80      0.94G     0.8738      1.457     0.6024      1.183          7        640:   7%|▋         | 37/519 [00:20<02:59,  2.68it/s]
      47/80      0.94G     0.8738      1.457     0.6024      1.183          7        640:   7%|▋         | 38/519 [00:20<04:21,  1.84it/s]
      47/80      0.94G     0.8696      1.445     0.6004      1.181         10        640:   7%|▋         | 38/519 [00:21<04:21,  1.84it/s]
      47/80      0.94G     0.8696      1.445     0.6004      1.181         10        640:   8%|▊         | 39/519 [00:21<03:37,  2.21it/s]
      47/80      0.94G     0.8715      1.441     0.6043       1.18         11        640:   8%|▊         | 39/519 [00:21<03:37,  2.21it/s]
      47/80      0.94G     0.8715      1.441     0.6043       1.18         11        640:   8%|▊         | 40/519 [00:21<03:04,  2.59it/s]
      47/80      0.94G     0.8691      1.435     0.5996       1.18         12        640:   8%|▊         | 40/519 [00:21<03:04,  2.59it/s]
      47/80      0.94G     0.8691      1.435     0.5996       1.18         12        640:   8%|▊         | 41/519 [00:21<02:49,  2.82it/s]
      47/80      0.94G       0.87       1.47     0.5984      1.182         11        640:   8%|▊         | 41/519 [00:23<02:49,  2.82it/s]
      47/80      0.94G       0.87       1.47     0.5984      1.182         11        640:   8%|▊         | 42/519 [00:23<05:16,  1.51it/s]
      47/80      0.94G     0.8761      1.474     0.6041      1.188         11        640:   8%|▊         | 42/519 [00:23<05:16,  1.51it/s]
      47/80      0.94G     0.8761      1.474     0.6041      1.188         11        640:   8%|▊         | 43/519 [00:23<04:17,  1.85it/s]
      47/80      0.94G      0.881      1.486     0.6077       1.19         11        640:   8%|▊         | 43/519 [00:23<04:17,  1.85it/s]
      47/80      0.94G      0.881      1.486     0.6077       1.19         11        640:   8%|▊         | 44/519 [00:23<03:40,  2.16it/s]
      47/80      0.94G     0.8856      1.489     0.6066      1.193         14        640:   8%|▊         | 44/519 [00:23<03:40,  2.16it/s]
      47/80      0.94G     0.8856      1.489     0.6066      1.193         14        640:   9%|▊         | 45/519 [00:23<03:07,  2.52it/s]
      47/80      0.94G     0.8838      1.481      0.605       1.19         11        640:   9%|▊         | 45/519 [00:24<03:07,  2.52it/s]
      47/80      0.94G     0.8838      1.481      0.605       1.19         11        640:   9%|▉         | 46/519 [00:24<03:35,  2.19it/s]
      47/80      0.94G     0.8834      1.485     0.6045       1.19         10        640:   9%|▉         | 46/519 [00:24<03:35,  2.19it/s]
      47/80      0.94G     0.8834      1.485     0.6045       1.19         10        640:   9%|▉         | 47/519 [00:24<03:04,  2.55it/s]
      47/80      0.94G     0.8807      1.479     0.6006      1.188         10        640:   9%|▉         | 47/519 [00:24<03:04,  2.55it/s]
      47/80      0.94G     0.8807      1.479     0.6006      1.188         10        640:   9%|▉         | 48/519 [00:24<02:46,  2.83it/s]
      47/80      0.94G     0.8772      1.469     0.5967      1.186         10        640:   9%|▉         | 48/519 [00:25<02:46,  2.83it/s]
      47/80      0.94G     0.8772      1.469     0.5967      1.186         10        640:   9%|▉         | 49/519 [00:25<02:34,  3.05it/s]
      47/80      0.94G     0.8848      1.466     0.5979      1.187         13        640:   9%|▉         | 49/519 [00:26<02:34,  3.05it/s]
      47/80      0.94G     0.8848      1.466     0.5979      1.187         13        640:  10%|▉         | 50/519 [00:26<04:45,  1.64it/s]
      47/80      0.94G     0.8913      1.478     0.6011      1.187          7        640:  10%|▉         | 50/519 [00:26<04:45,  1.64it/s]
      47/80      0.94G     0.8913      1.478     0.6011      1.187          7        640:  10%|▉         | 51/519 [00:26<03:41,  2.11it/s]
      47/80      0.94G     0.8915      1.486     0.6002      1.184         14        640:  10%|▉         | 51/519 [00:26<03:41,  2.11it/s]
      47/80      0.94G     0.8915      1.486     0.6002      1.184         14        640:  10%|█         | 52/519 [00:26<03:05,  2.52it/s]
      47/80      0.94G     0.8879      1.481     0.6002      1.182          5        640:  10%|█         | 52/519 [00:27<03:05,  2.52it/s]
      47/80      0.94G     0.8879      1.481     0.6002      1.182          5        640:  10%|█         | 53/519 [00:27<02:45,  2.82it/s]
      47/80      0.94G     0.8879      1.487     0.6006      1.184         10        640:  10%|█         | 53/519 [00:27<02:45,  2.82it/s]
      47/80      0.94G     0.8879      1.487     0.6006      1.184         10        640:  10%|█         | 54/519 [00:27<03:52,  2.00it/s]
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      47/80      0.94G     0.9204       1.56     0.6201      1.206         12        640:  47%|████▋     | 245/519 [01:54<02:33,  1.78it/s]
      47/80      0.94G     0.9204       1.56     0.6201      1.206         12        640:  47%|████▋     | 246/519 [01:54<02:06,  2.16it/s]
      47/80      0.94G     0.9197      1.561     0.6194      1.206         11        640:  47%|████▋     | 246/519 [01:55<02:06,  2.16it/s]
      47/80      0.94G     0.9197      1.561     0.6194      1.206         11        640:  48%|████▊     | 247/519 [01:55<02:17,  1.98it/s]
      47/80      0.94G     0.9203      1.561     0.6209      1.206         10        640:  48%|████▊     | 247/519 [01:55<02:17,  1.98it/s]
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      47/80      0.94G     0.9197      1.561       0.62      1.205         11        640:  48%|████▊     | 249/519 [01:56<02:23,  1.88it/s]
      47/80      0.94G     0.9186       1.56     0.6199      1.205          6        640:  48%|████▊     | 249/519 [01:56<02:23,  1.88it/s]
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      47/80      0.94G     0.9192      1.563     0.6212      1.206         11        640:  48%|████▊     | 250/519 [01:56<01:58,  2.26it/s]
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      47/80      0.94G     0.9187      1.562     0.6205      1.205          7        640:  48%|████▊     | 251/519 [01:57<01:46,  2.51it/s]
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      47/80      0.94G     0.9176       1.56     0.6195      1.204         11        640:  49%|████▊     | 252/519 [01:57<01:34,  2.81it/s]
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      47/80      0.94G     0.9185      1.561     0.6201      1.205          6        640:  49%|████▊     | 253/519 [01:58<02:06,  2.10it/s]
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      47/80      0.94G     0.9182      1.562     0.6205      1.205         15        640:  49%|████▉     | 255/519 [01:58<01:40,  2.63it/s]
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      47/80      0.94G     0.9188      1.564     0.6207      1.205          8        640:  49%|████▉     | 256/519 [01:59<01:32,  2.84it/s]
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      47/80      0.94G     0.9183      1.564     0.6197      1.204          7        640:  50%|████▉     | 258/519 [01:59<01:42,  2.55it/s]
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      47/80      0.94G     0.9185      1.565     0.6193      1.205          9        640:  50%|████▉     | 259/519 [02:00<01:35,  2.73it/s]
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      47/80      0.94G     0.9186      1.566     0.6187      1.205         13        640:  50%|█████     | 260/519 [02:01<01:23,  3.11it/s]
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      47/80      0.94G     0.9182      1.564     0.6185      1.204          6        640:  50%|█████     | 261/519 [02:01<02:59,  1.44it/s]
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      47/80      0.94G     0.9191      1.564     0.6188      1.204         14        640:  51%|█████     | 263/519 [02:02<01:56,  2.20it/s]
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      47/80      0.94G     0.9195      1.563     0.6185      1.205         13        640:  51%|█████     | 264/519 [02:03<01:39,  2.55it/s]
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      47/80      0.94G     0.9201      1.564     0.6187      1.205          9        640:  51%|█████     | 265/519 [02:03<02:11,  1.93it/s]
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      47/80      0.94G     0.9198      1.564     0.6182      1.205         10        640:  51%|█████▏    | 266/519 [02:03<01:49,  2.31it/s]
      47/80      0.94G     0.9198      1.564     0.6182      1.205         10        640:  51%|█████▏    | 267/519 [02:03<01:36,  2.62it/s]
      47/80      0.94G     0.9193      1.563     0.6178      1.204         11        640:  51%|█████▏    | 267/519 [02:03<01:36,  2.62it/s]
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      47/80      0.94G     0.9193      1.563     0.6173      1.204         13        640:  52%|█████▏    | 269/519 [02:04<01:21,  3.07it/s]
      47/80      0.94G     0.9186      1.562     0.6171      1.204          9        640:  52%|█████▏    | 269/519 [02:04<01:21,  3.07it/s]
      47/80      0.94G     0.9186      1.562     0.6171      1.204          9        640:  52%|█████▏    | 270/519 [02:04<01:16,  3.27it/s]
      47/80      0.94G     0.9175      1.562      0.617      1.203         14        640:  52%|█████▏    | 270/519 [02:04<01:16,  3.27it/s]
      47/80      0.94G     0.9175      1.562      0.617      1.203         14        640:  52%|█████▏    | 271/519 [02:04<01:07,  3.65it/s]
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      47/80      0.94G     0.9204      1.563      0.618      1.206          7        640:  52%|█████▏    | 272/519 [02:05<01:09,  3.55it/s]
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      47/80      0.94G     0.9199      1.565     0.6176      1.206         10        640:  53%|█████▎    | 273/519 [02:06<01:59,  2.06it/s]
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      47/80      0.94G     0.9194      1.565     0.6175      1.207          7        640:  53%|█████▎    | 275/519 [02:06<01:26,  2.83it/s]
      47/80      0.94G     0.9194      1.565     0.6175      1.207          7        640:  53%|█████▎    | 276/519 [02:06<01:18,  3.10it/s]
      47/80      0.94G     0.9197      1.565     0.6177      1.207         10        640:  53%|█████▎    | 276/519 [02:07<01:18,  3.10it/s]
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      47/80      0.94G     0.9196      1.565     0.6179      1.207          9        640:  53%|█████▎    | 277/519 [02:07<02:01,  2.00it/s]
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      47/80      0.94G     0.9211      1.568      0.619      1.208         11        640:  54%|█████▎    | 278/519 [02:08<01:40,  2.40it/s]
      47/80      0.94G     0.9211      1.568      0.619      1.208         11        640:  54%|█████▍    | 279/519 [02:08<01:48,  2.21it/s]
      47/80      0.94G     0.9207      1.566     0.6187      1.207         11        640:  54%|█████▍    | 279/519 [02:08<01:48,  2.21it/s]
      47/80      0.94G     0.9207      1.566     0.6187      1.207         11        640:  54%|█████▍    | 280/519 [02:08<01:32,  2.59it/s]
      47/80      0.94G     0.9207      1.567     0.6187      1.207         16        640:  54%|█████▍    | 280/519 [02:10<01:32,  2.59it/s]
      47/80      0.94G     0.9207      1.567     0.6187      1.207         16        640:  54%|█████▍    | 281/519 [02:10<03:08,  1.27it/s]
      47/80      0.94G     0.9204      1.567     0.6183      1.208          9        640:  54%|█████▍    | 281/519 [02:10<03:08,  1.27it/s]
      47/80      0.94G     0.9204      1.567     0.6183      1.208          9        640:  54%|█████▍    | 282/519 [02:10<02:26,  1.62it/s]
      47/80      0.94G     0.9203      1.566     0.6176      1.207         11        640:  54%|█████▍    | 282/519 [02:10<02:26,  1.62it/s]
      47/80      0.94G     0.9203      1.566     0.6176      1.207         11        640:  55%|█████▍    | 283/519 [02:10<01:58,  1.99it/s]
      47/80      0.94G     0.9203      1.566     0.6178      1.207         11        640:  55%|█████▍    | 283/519 [02:11<01:58,  1.99it/s]
      47/80      0.94G     0.9203      1.566     0.6178      1.207         11        640:  55%|█████▍    | 284/519 [02:11<01:44,  2.24it/s]
      47/80      0.94G     0.9194      1.564     0.6176      1.207          9        640:  55%|█████▍    | 284/519 [02:11<01:44,  2.24it/s]
      47/80      0.94G     0.9194      1.564     0.6176      1.207          9        640:  55%|█████▍    | 285/519 [02:11<02:10,  1.80it/s]
      47/80      0.94G     0.9186      1.563      0.617      1.206         10        640:  55%|█████▍    | 285/519 [02:12<02:10,  1.80it/s]
      47/80      0.94G     0.9186      1.563      0.617      1.206         10        640:  55%|█████▌    | 286/519 [02:12<01:48,  2.15it/s]
      47/80      0.94G     0.9184      1.562     0.6166      1.206          8        640:  55%|█████▌    | 286/519 [02:12<01:48,  2.15it/s]
      47/80      0.94G     0.9184      1.562     0.6166      1.206          8        640:  55%|█████▌    | 287/519 [02:12<01:34,  2.46it/s]
      47/80      0.94G     0.9181      1.561     0.6161      1.205          9        640:  55%|█████▌    | 287/519 [02:12<01:34,  2.46it/s]
      47/80      0.94G     0.9181      1.561     0.6161      1.205          9        640:  55%|█████▌    | 288/519 [02:12<01:24,  2.75it/s]
      47/80      0.94G     0.9192      1.562     0.6179      1.207          8        640:  55%|█████▌    | 288/519 [02:13<01:24,  2.75it/s]
      47/80      0.94G     0.9192      1.562     0.6179      1.207          8        640:  56%|█████▌    | 289/519 [02:13<02:08,  1.79it/s]
      47/80      0.94G     0.9193      1.567     0.6183      1.207         10        640:  56%|█████▌    | 289/519 [02:13<02:08,  1.79it/s]
      47/80      0.94G     0.9193      1.567     0.6183      1.207         10        640:  56%|█████▌    | 290/519 [02:13<01:44,  2.19it/s]
      47/80      0.94G     0.9192      1.567     0.6177      1.206         10        640:  56%|█████▌    | 290/519 [02:14<01:44,  2.19it/s]
      47/80      0.94G     0.9192      1.567     0.6177      1.206         10        640:  56%|█████▌    | 291/519 [02:14<01:28,  2.58it/s]
      47/80      0.94G     0.9187      1.567     0.6172      1.206          9        640:  56%|█████▌    | 291/519 [02:14<01:28,  2.58it/s]
      47/80      0.94G     0.9187      1.567     0.6172      1.206          9        640:  56%|█████▋    | 292/519 [02:14<01:20,  2.83it/s]
      47/80      0.94G     0.9181      1.567      0.618      1.206         10        640:  56%|█████▋    | 292/519 [02:15<01:20,  2.83it/s]
      47/80      0.94G     0.9181      1.567      0.618      1.206         10        640:  56%|█████▋    | 293/519 [02:15<02:11,  1.71it/s]
      47/80      0.94G     0.9177      1.567     0.6178      1.206         11        640:  56%|█████▋    | 293/519 [02:15<02:11,  1.71it/s]
      47/80      0.94G     0.9177      1.567     0.6178      1.206         11        640:  57%|█████▋    | 294/519 [02:15<01:46,  2.11it/s]
      47/80      0.94G     0.9177      1.566     0.6187      1.206          5        640:  57%|█████▋    | 294/519 [02:15<01:46,  2.11it/s]
      47/80      0.94G     0.9177      1.566     0.6187      1.206          5        640:  57%|█████▋    | 295/519 [02:15<01:29,  2.50it/s]
      47/80      0.94G     0.9178      1.565     0.6182      1.205         10        640:  57%|█████▋    | 295/519 [02:16<01:29,  2.50it/s]
      47/80      0.94G     0.9178      1.565     0.6182      1.205         10        640:  57%|█████▋    | 296/519 [02:16<01:16,  2.93it/s]
      47/80      0.94G     0.9178      1.564     0.6179      1.205         13        640:  57%|█████▋    | 296/519 [02:16<01:16,  2.93it/s]
      47/80      0.94G     0.9178      1.564     0.6179      1.205         13        640:  57%|█████▋    | 297/519 [02:16<01:39,  2.22it/s]
      47/80      0.94G     0.9185      1.564     0.6181      1.205         13        640:  57%|█████▋    | 297/519 [02:17<01:39,  2.22it/s]
      47/80      0.94G     0.9185      1.564     0.6181      1.205         13        640:  57%|█████▋    | 298/519 [02:17<01:26,  2.56it/s]
      47/80      0.94G     0.9188      1.566     0.6195      1.206          8        640:  57%|█████▋    | 298/519 [02:17<01:26,  2.56it/s]
      47/80      0.94G     0.9188      1.566     0.6195      1.206          8        640:  58%|█████▊    | 299/519 [02:17<01:18,  2.79it/s]
      47/80      0.94G      0.919      1.566     0.6199      1.207          9        640:  58%|█████▊    | 299/519 [02:17<01:18,  2.79it/s]
      47/80      0.94G      0.919      1.566     0.6199      1.207          9        640:  58%|█████▊    | 300/519 [02:17<01:11,  3.07it/s]
      47/80      0.94G     0.9196      1.567     0.6205      1.207         12        640:  58%|█████▊    | 300/519 [02:19<01:11,  3.07it/s]
      47/80      0.94G     0.9196      1.567     0.6205      1.207         12        640:  58%|█████▊    | 301/519 [02:19<02:20,  1.56it/s]
      47/80      0.94G     0.9203      1.567     0.6207      1.207         13        640:  58%|█████▊    | 301/519 [02:19<02:20,  1.56it/s]
      47/80      0.94G     0.9203      1.567     0.6207      1.207         13        640:  58%|█████▊    | 302/519 [02:19<01:47,  2.03it/s]
      47/80      0.94G     0.9199      1.567     0.6203      1.207          8        640:  58%|█████▊    | 302/519 [02:19<01:47,  2.03it/s]
      47/80      0.94G     0.9199      1.567     0.6203      1.207          8        640:  58%|█████▊    | 303/519 [02:19<01:28,  2.44it/s]
      47/80      0.94G     0.9197       1.57     0.6201      1.207         12        640:  58%|█████▊    | 303/519 [02:19<01:28,  2.44it/s]
      47/80      0.94G     0.9197       1.57     0.6201      1.207         12        640:  59%|█████▊    | 304/519 [02:19<01:18,  2.74it/s]
      47/80      0.94G     0.9196      1.571     0.6203      1.207          8        640:  59%|█████▊    | 304/519 [02:20<01:18,  2.74it/s]
      47/80      0.94G     0.9196      1.571     0.6203      1.207          8        640:  59%|█████▉    | 305/519 [02:20<02:08,  1.67it/s]
      47/80      0.94G     0.9204      1.571       0.62      1.207         11        640:  59%|█████▉    | 305/519 [02:21<02:08,  1.67it/s]
      47/80      0.94G     0.9204      1.571       0.62      1.207         11        640:  59%|█████▉    | 306/519 [02:21<01:42,  2.07it/s]
      47/80      0.94G       0.92       1.57     0.6204      1.207         11        640:  59%|█████▉    | 306/519 [02:21<01:42,  2.07it/s]
      47/80      0.94G       0.92       1.57     0.6204      1.207         11        640:  59%|█████▉    | 307/519 [02:21<01:25,  2.47it/s]
      47/80      0.94G       0.92       1.57     0.6203      1.207          9        640:  59%|█████▉    | 307/519 [02:21<01:25,  2.47it/s]
      47/80      0.94G       0.92       1.57     0.6203      1.207          9        640:  59%|█████▉    | 308/519 [02:21<01:14,  2.83it/s]
      47/80      0.94G     0.9213      1.571     0.6226      1.209          6        640:  59%|█████▉    | 308/519 [02:23<01:14,  2.83it/s]
      47/80      0.94G     0.9213      1.571     0.6226      1.209          6        640:  60%|█████▉    | 309/519 [02:23<02:37,  1.33it/s]
      47/80      0.94G     0.9217      1.572     0.6225      1.209         16        640:  60%|█████▉    | 309/519 [02:23<02:37,  1.33it/s]
      47/80      0.94G     0.9217      1.572     0.6225      1.209         16        640:  60%|█████▉    | 310/519 [02:23<02:06,  1.66it/s]
      47/80      0.94G     0.9234      1.576     0.6239       1.21          9        640:  60%|█████▉    | 310/519 [02:23<02:06,  1.66it/s]
      47/80      0.94G     0.9234      1.576     0.6239       1.21          9        640:  60%|█████▉    | 311/519 [02:23<01:38,  2.11it/s]
      47/80      0.94G     0.9236      1.575      0.624      1.211         11        640:  60%|█████▉    | 311/519 [02:23<01:38,  2.11it/s]
      47/80      0.94G     0.9236      1.575      0.624      1.211         11        640:  60%|██████    | 312/519 [02:23<01:23,  2.49it/s]
      47/80      0.94G     0.9234      1.575     0.6235       1.21         13        640:  60%|██████    | 312/519 [02:25<01:23,  2.49it/s]
      47/80      0.94G     0.9234      1.575     0.6235       1.21         13        640:  60%|██████    | 313/519 [02:25<02:15,  1.52it/s]
      47/80      0.94G     0.9239      1.575     0.6235      1.211         11        640:  60%|██████    | 313/519 [02:25<02:15,  1.52it/s]
      47/80      0.94G     0.9239      1.575     0.6235      1.211         11        640:  61%|██████    | 314/519 [02:25<01:44,  1.96it/s]
      47/80      0.94G     0.9241      1.575     0.6239      1.211          9        640:  61%|██████    | 314/519 [02:25<01:44,  1.96it/s]
      47/80      0.94G     0.9241      1.575     0.6239      1.211          9        640:  61%|██████    | 315/519 [02:25<01:29,  2.28it/s]
      47/80      0.94G     0.9235      1.575     0.6234       1.21         10        640:  61%|██████    | 315/519 [02:25<01:29,  2.28it/s]
      47/80      0.94G     0.9235      1.575     0.6234       1.21         10        640:  61%|██████    | 316/519 [02:25<01:20,  2.52it/s]
      47/80      0.94G     0.9226      1.573     0.6225       1.21          7        640:  61%|██████    | 316/519 [02:26<01:20,  2.52it/s]
      47/80      0.94G     0.9226      1.573     0.6225       1.21          7        640:  61%|██████    | 317/519 [02:26<01:36,  2.10it/s]
      47/80      0.94G     0.9222      1.573      0.622      1.209         12        640:  61%|██████    | 317/519 [02:26<01:36,  2.10it/s]
      47/80      0.94G     0.9222      1.573      0.622      1.209         12        640:  61%|██████▏   | 318/519 [02:26<01:19,  2.53it/s]
      47/80      0.94G     0.9224      1.575     0.6227      1.209          8        640:  61%|██████▏   | 318/519 [02:26<01:19,  2.53it/s]
      47/80      0.94G     0.9224      1.575     0.6227      1.209          8        640:  61%|██████▏   | 319/519 [02:26<01:08,  2.93it/s]
      47/80      0.94G     0.9224      1.575     0.6228      1.209          9        640:  61%|██████▏   | 319/519 [02:27<01:08,  2.93it/s]
      47/80      0.94G     0.9224      1.575     0.6228      1.209          9        640:  62%|██████▏   | 320/519 [02:27<01:04,  3.07it/s]
      47/80      0.94G     0.9236      1.574      0.623       1.21          8        640:  62%|██████▏   | 320/519 [02:28<01:04,  3.07it/s]
      47/80      0.94G     0.9236      1.574      0.623       1.21          8        640:  62%|██████▏   | 321/519 [02:28<02:12,  1.50it/s]
      47/80      0.94G     0.9247      1.575     0.6239       1.21          8        640:  62%|██████▏   | 321/519 [02:28<02:12,  1.50it/s]
      47/80      0.94G     0.9247      1.575     0.6239       1.21          8        640:  62%|██████▏   | 322/519 [02:28<01:41,  1.93it/s]
      47/80      0.94G     0.9241      1.574     0.6236       1.21         16        640:  62%|██████▏   | 322/519 [02:29<01:41,  1.93it/s]
      47/80      0.94G     0.9241      1.574     0.6236       1.21         16        640:  62%|██████▏   | 323/519 [02:29<01:24,  2.31it/s]
      47/80      0.94G     0.9244      1.573     0.6234       1.21          9        640:  62%|██████▏   | 323/519 [02:29<01:24,  2.31it/s]
      47/80      0.94G     0.9244      1.573     0.6234       1.21          9        640:  62%|██████▏   | 324/519 [02:29<01:14,  2.61it/s]
      47/80      0.94G     0.9257      1.573     0.6241      1.212          8        640:  62%|██████▏   | 324/519 [02:30<01:14,  2.61it/s]
      47/80      0.94G     0.9257      1.573     0.6241      1.212          8        640:  63%|██████▎   | 325/519 [02:30<01:43,  1.87it/s]
      47/80      0.94G     0.9254      1.572     0.6238      1.211         12        640:  63%|██████▎   | 325/519 [02:30<01:43,  1.87it/s]
      47/80      0.94G     0.9254      1.572     0.6238      1.211         12        640:  63%|██████▎   | 326/519 [02:30<01:24,  2.28it/s]
      47/80      0.94G     0.9251      1.573     0.6244      1.211          8        640:  63%|██████▎   | 326/519 [02:30<01:24,  2.28it/s]
      47/80      0.94G     0.9251      1.573     0.6244      1.211          8        640:  63%|██████▎   | 327/519 [02:30<01:12,  2.65it/s]
      47/80      0.94G     0.9262      1.577     0.6245      1.212          8        640:  63%|██████▎   | 327/519 [02:30<01:12,  2.65it/s]
      47/80      0.94G     0.9262      1.577     0.6245      1.212          8        640:  63%|██████▎   | 328/519 [02:30<01:06,  2.88it/s]
      47/80      0.94G      0.926      1.576     0.6241      1.212         11        640:  63%|██████▎   | 328/519 [02:32<01:06,  2.88it/s]
      47/80      0.94G      0.926      1.576     0.6241      1.212         11        640:  63%|██████▎   | 329/519 [02:32<01:48,  1.75it/s]
      47/80      0.94G     0.9269      1.578     0.6243      1.213         10        640:  63%|██████▎   | 329/519 [02:32<01:48,  1.75it/s]
      47/80      0.94G     0.9269      1.578     0.6243      1.213         10        640:  64%|██████▎   | 330/519 [02:32<01:26,  2.18it/s]
      47/80      0.94G     0.9267       1.58     0.6239      1.212          8        640:  64%|██████▎   | 330/519 [02:32<01:26,  2.18it/s]
      47/80      0.94G     0.9267       1.58     0.6239      1.212          8        640:  64%|██████▍   | 331/519 [02:32<01:20,  2.34it/s]
      47/80      0.94G     0.9269       1.58     0.6238      1.212         12        640:  64%|██████▍   | 331/519 [02:32<01:20,  2.34it/s]
      47/80      0.94G     0.9269       1.58     0.6238      1.212         12        640:  64%|██████▍   | 332/519 [02:32<01:11,  2.63it/s]
      47/80      0.94G     0.9269      1.579     0.6237      1.212         11        640:  64%|██████▍   | 332/519 [02:33<01:11,  2.63it/s]
      47/80      0.94G     0.9269      1.579     0.6237      1.212         11        640:  64%|██████▍   | 333/519 [02:33<01:12,  2.58it/s]
      47/80      0.94G     0.9268      1.578     0.6232      1.212          6        640:  64%|██████▍   | 333/519 [02:33<01:12,  2.58it/s]
      47/80      0.94G     0.9268      1.578     0.6232      1.212          6        640:  64%|██████▍   | 334/519 [02:33<01:05,  2.82it/s]
      47/80      0.94G     0.9271      1.578     0.6229      1.212         11        640:  64%|██████▍   | 334/519 [02:33<01:05,  2.82it/s]
      47/80      0.94G     0.9271      1.578     0.6229      1.212         11        640:  65%|██████▍   | 335/519 [02:33<00:58,  3.13it/s]
      47/80      0.94G     0.9278       1.58      0.623      1.212          5        640:  65%|██████▍   | 335/519 [02:34<00:58,  3.13it/s]
      47/80      0.94G     0.9278       1.58      0.623      1.212          5        640:  65%|██████▍   | 336/519 [02:34<00:58,  3.13it/s]
      47/80      0.94G     0.9283       1.58     0.6228      1.212         10        640:  65%|██████▍   | 336/519 [02:34<00:58,  3.13it/s]
      47/80      0.94G     0.9283       1.58     0.6228      1.212         10        640:  65%|██████▍   | 337/519 [02:34<01:24,  2.16it/s]
      47/80      0.94G     0.9279      1.581     0.6226      1.212         11        640:  65%|██████▍   | 337/519 [02:35<01:24,  2.16it/s]
      47/80      0.94G     0.9279      1.581     0.6226      1.212         11        640:  65%|██████▌   | 338/519 [02:35<01:40,  1.80it/s]
      47/80      0.94G     0.9278       1.58     0.6224      1.212          7        640:  65%|██████▌   | 338/519 [02:35<01:40,  1.80it/s]
      47/80      0.94G     0.9278       1.58     0.6224      1.212          7        640:  65%|██████▌   | 339/519 [02:35<01:21,  2.21it/s]
      47/80      0.94G      0.928       1.58     0.6227      1.212          6        640:  65%|██████▌   | 339/519 [02:36<01:21,  2.21it/s]
      47/80      0.94G      0.928       1.58     0.6227      1.212          6        640:  66%|██████▌   | 340/519 [02:36<01:09,  2.57it/s]
      47/80      0.94G     0.9278      1.581     0.6227      1.212          9        640:  66%|██████▌   | 340/519 [02:36<01:09,  2.57it/s]
      47/80      0.94G     0.9278      1.581     0.6227      1.212          9        640:  66%|██████▌   | 341/519 [02:36<01:08,  2.59it/s]
      47/80      0.94G     0.9275      1.581     0.6225      1.211         12        640:  66%|██████▌   | 341/519 [02:37<01:08,  2.59it/s]
      47/80      0.94G     0.9275      1.581     0.6225      1.211         12        640:  66%|██████▌   | 342/519 [02:37<01:24,  2.10it/s]
      47/80      0.94G     0.9269      1.581     0.6231      1.211          6        640:  66%|██████▌   | 342/519 [02:37<01:24,  2.10it/s]
      47/80      0.94G     0.9269      1.581     0.6231      1.211          6        640:  66%|██████▌   | 343/519 [02:37<01:11,  2.47it/s]
      47/80      0.94G     0.9263      1.581     0.6224      1.211         11        640:  66%|██████▌   | 343/519 [02:37<01:11,  2.47it/s]
      47/80      0.94G     0.9263      1.581     0.6224      1.211         11        640:  66%|██████▋   | 344/519 [02:37<01:14,  2.36it/s]
      47/80      0.94G     0.9258       1.58      0.622       1.21          9        640:  66%|██████▋   | 344/519 [02:38<01:14,  2.36it/s]
      47/80      0.94G     0.9258       1.58      0.622       1.21          9        640:  66%|██████▋   | 345/519 [02:38<01:10,  2.48it/s]
      47/80      0.94G     0.9257      1.584     0.6223       1.21         10        640:  66%|██████▋   | 345/519 [02:38<01:10,  2.48it/s]
      47/80      0.94G     0.9257      1.584     0.6223       1.21         10        640:  67%|██████▋   | 346/519 [02:38<01:21,  2.13it/s]
      47/80      0.94G     0.9262      1.586     0.6231      1.211          8        640:  67%|██████▋   | 346/519 [02:39<01:21,  2.13it/s]
      47/80      0.94G     0.9262      1.586     0.6231      1.211          8        640:  67%|██████▋   | 347/519 [02:39<01:10,  2.45it/s]
      47/80      0.94G     0.9261      1.587     0.6233       1.21          8        640:  67%|██████▋   | 347/519 [02:39<01:10,  2.45it/s]
      47/80      0.94G     0.9261      1.587     0.6233       1.21          8        640:  67%|██████▋   | 348/519 [02:39<01:05,  2.61it/s]
      47/80      0.94G     0.9268      1.587     0.6229      1.212          7        640:  67%|██████▋   | 348/519 [02:40<01:05,  2.61it/s]
      47/80      0.94G     0.9268      1.587     0.6229      1.212          7        640:  67%|██████▋   | 349/519 [02:40<01:37,  1.74it/s]
      47/80      0.94G     0.9279      1.587     0.6234      1.212          8        640:  67%|██████▋   | 349/519 [02:40<01:37,  1.74it/s]
      47/80      0.94G     0.9279      1.587     0.6234      1.212          8        640:  67%|██████▋   | 350/519 [02:40<01:18,  2.16it/s]
      47/80      0.94G     0.9281      1.587     0.6231      1.212         12        640:  67%|██████▋   | 350/519 [02:40<01:18,  2.16it/s]
      47/80      0.94G     0.9281      1.587     0.6231      1.212         12        640:  68%|██████▊   | 351/519 [02:40<01:06,  2.52it/s]
      47/80      0.94G     0.9282      1.586     0.6232      1.212         10        640:  68%|██████▊   | 351/519 [02:41<01:06,  2.52it/s]
      47/80      0.94G     0.9282      1.586     0.6232      1.212         10        640:  68%|██████▊   | 352/519 [02:41<01:40,  1.67it/s]
      47/80      0.94G     0.9289      1.587     0.6228      1.213          9        640:  68%|██████▊   | 352/519 [02:42<01:40,  1.67it/s]
      47/80      0.94G     0.9289      1.587     0.6228      1.213          9        640:  68%|██████▊   | 353/519 [02:42<01:23,  1.98it/s]
      47/80      0.94G     0.9299      1.588     0.6233      1.214          8        640:  68%|██████▊   | 353/519 [02:42<01:23,  1.98it/s]
      47/80      0.94G     0.9299      1.588     0.6233      1.214          8        640:  68%|██████▊   | 354/519 [02:42<01:09,  2.36it/s]
      47/80      0.94G     0.9298      1.586     0.6228      1.213          6        640:  68%|██████▊   | 354/519 [02:42<01:09,  2.36it/s]
      47/80      0.94G     0.9298      1.586     0.6228      1.213          6        640:  68%|██████▊   | 355/519 [02:42<00:59,  2.74it/s]
      47/80      0.94G     0.9295      1.587     0.6227      1.213         11        640:  68%|██████▊   | 355/519 [02:44<00:59,  2.74it/s]
      47/80      0.94G     0.9295      1.587     0.6227      1.213         11        640:  69%|██████▊   | 356/519 [02:44<01:57,  1.38it/s]
      47/80      0.94G     0.9294      1.586     0.6223      1.213         11        640:  69%|██████▊   | 356/519 [02:44<01:57,  1.38it/s]
      47/80      0.94G     0.9294      1.586     0.6223      1.213         11        640:  69%|██████▉   | 357/519 [02:44<01:35,  1.70it/s]
      47/80      0.94G     0.9292      1.585      0.622      1.213         13        640:  69%|██████▉   | 357/519 [02:44<01:35,  1.70it/s]
      47/80      0.94G     0.9292      1.585      0.622      1.213         13        640:  69%|██████▉   | 358/519 [02:44<01:16,  2.10it/s]
      47/80      0.94G      0.929      1.584     0.6217      1.213         10        640:  69%|██████▉   | 358/519 [02:45<01:16,  2.10it/s]
      47/80      0.94G      0.929      1.584     0.6217      1.213         10        640:  69%|██████▉   | 359/519 [02:45<01:06,  2.42it/s]
      47/80      0.94G     0.9291      1.584     0.6212      1.213         12        640:  69%|██████▉   | 359/519 [02:46<01:06,  2.42it/s]
      47/80      0.94G     0.9291      1.584     0.6212      1.213         12        640:  69%|██████▉   | 360/519 [02:46<01:55,  1.38it/s]
      47/80      0.94G      0.929      1.585      0.621      1.213         11        640:  69%|██████▉   | 360/519 [02:46<01:55,  1.38it/s]
      47/80      0.94G      0.929      1.585      0.621      1.213         11        640:  70%|██████▉   | 361/519 [02:46<01:28,  1.78it/s]
      47/80      0.94G     0.9284      1.583     0.6207      1.212         10        640:  70%|██████▉   | 361/519 [02:46<01:28,  1.78it/s]
      47/80      0.94G     0.9284      1.583     0.6207      1.212         10        640:  70%|██████▉   | 362/519 [02:46<01:11,  2.20it/s]
      47/80      0.94G     0.9282      1.583     0.6206      1.212         13        640:  70%|██████▉   | 362/519 [02:47<01:11,  2.20it/s]
      47/80      0.94G     0.9282      1.583     0.6206      1.212         13        640:  70%|██████▉   | 363/519 [02:47<01:04,  2.40it/s]
      47/80      0.94G     0.9284      1.583     0.6204      1.212          9        640:  70%|██████▉   | 363/519 [02:48<01:04,  2.40it/s]
      47/80      0.94G     0.9284      1.583     0.6204      1.212          9        640:  70%|███████   | 364/519 [02:48<01:32,  1.67it/s]
      47/80      0.94G     0.9284      1.583     0.6204      1.212          7        640:  70%|███████   | 364/519 [02:48<01:32,  1.67it/s]
      47/80      0.94G     0.9284      1.583     0.6204      1.212          7        640:  70%|███████   | 365/519 [02:48<01:16,  2.00it/s]
      47/80      0.94G     0.9283      1.582     0.6202      1.212          6        640:  70%|███████   | 365/519 [02:48<01:16,  2.00it/s]
      47/80      0.94G     0.9283      1.582     0.6202      1.212          6        640:  71%|███████   | 366/519 [02:48<01:04,  2.36it/s]
      47/80      0.94G     0.9289      1.582     0.6207      1.212          8        640:  71%|███████   | 366/519 [02:49<01:04,  2.36it/s]
      47/80      0.94G     0.9289      1.582     0.6207      1.212          8        640:  71%|███████   | 367/519 [02:49<00:57,  2.66it/s]
      47/80      0.94G      0.929      1.583     0.6202      1.212         12        640:  71%|███████   | 367/519 [02:49<00:57,  2.66it/s]
      47/80      0.94G      0.929      1.583     0.6202      1.212         12        640:  71%|███████   | 368/519 [02:49<01:08,  2.20it/s]
      47/80      0.94G     0.9288      1.584     0.6202      1.212         13        640:  71%|███████   | 368/519 [02:49<01:08,  2.20it/s]
      47/80      0.94G     0.9288      1.584     0.6202      1.212         13        640:  71%|███████   | 369/519 [02:49<00:56,  2.64it/s]
      47/80      0.94G     0.9285      1.583     0.6199      1.212          9        640:  71%|███████   | 369/519 [02:50<00:56,  2.64it/s]
      47/80      0.94G     0.9285      1.583     0.6199      1.212          9        640:  71%|███████▏  | 370/519 [02:50<00:49,  3.00it/s]
      47/80      0.94G     0.9286      1.583     0.6204      1.212          7        640:  71%|███████▏  | 370/519 [02:50<00:49,  3.00it/s]
      47/80      0.94G     0.9286      1.583     0.6204      1.212          7        640:  71%|███████▏  | 371/519 [02:50<00:45,  3.28it/s]
      47/80      0.94G     0.9284      1.582     0.6202      1.212         14        640:  71%|███████▏  | 371/519 [02:51<00:45,  3.28it/s]
      47/80      0.94G     0.9284      1.582     0.6202      1.212         14        640:  72%|███████▏  | 372/519 [02:51<01:24,  1.74it/s]
      47/80      0.94G     0.9292      1.584     0.6209      1.213          9        640:  72%|███████▏  | 372/519 [02:51<01:24,  1.74it/s]
      47/80      0.94G     0.9292      1.584     0.6209      1.213          9        640:  72%|███████▏  | 373/519 [02:51<01:05,  2.22it/s]
      47/80      0.94G     0.9286      1.584     0.6206      1.213         10        640:  72%|███████▏  | 373/519 [02:51<01:05,  2.22it/s]
      47/80      0.94G     0.9286      1.584     0.6206      1.213         10        640:  72%|███████▏  | 374/519 [02:51<00:55,  2.62it/s]
      47/80      0.94G     0.9288      1.585     0.6209      1.213         12        640:  72%|███████▏  | 374/519 [02:52<00:55,  2.62it/s]
      47/80      0.94G     0.9288      1.585     0.6209      1.213         12        640:  72%|███████▏  | 375/519 [02:52<00:47,  3.00it/s]
      47/80      0.94G     0.9283      1.583     0.6206      1.213          9        640:  72%|███████▏  | 375/519 [02:53<00:47,  3.00it/s]
      47/80      0.94G     0.9283      1.583     0.6206      1.213          9        640:  72%|███████▏  | 376/519 [02:53<01:31,  1.57it/s]
      47/80      0.94G      0.928      1.583     0.6201      1.212         14        640:  72%|███████▏  | 376/519 [02:53<01:31,  1.57it/s]
      47/80      0.94G      0.928      1.583     0.6201      1.212         14        640:  73%|███████▎  | 377/519 [02:53<01:14,  1.91it/s]
      47/80      0.94G     0.9282      1.583     0.6206      1.212         11        640:  73%|███████▎  | 377/519 [02:53<01:14,  1.91it/s]
      47/80      0.94G     0.9282      1.583     0.6206      1.212         11        640:  73%|███████▎  | 378/519 [02:53<01:01,  2.31it/s]
      47/80      0.94G      0.928      1.582     0.6206      1.212         10        640:  73%|███████▎  | 378/519 [02:54<01:01,  2.31it/s]
      47/80      0.94G      0.928      1.582     0.6206      1.212         10        640:  73%|███████▎  | 379/519 [02:54<00:57,  2.43it/s]
      47/80      0.94G     0.9296      1.583     0.6219      1.213         10        640:  73%|███████▎  | 379/519 [02:55<00:57,  2.43it/s]
      47/80      0.94G     0.9296      1.583     0.6219      1.213         10        640:  73%|███████▎  | 380/519 [02:55<01:13,  1.90it/s]
      47/80      0.94G     0.9304      1.582      0.622      1.213         11        640:  73%|███████▎  | 380/519 [02:55<01:13,  1.90it/s]
      47/80      0.94G     0.9304      1.582      0.622      1.213         11        640:  73%|███████▎  | 381/519 [02:55<01:00,  2.29it/s]
      47/80      0.94G     0.9311      1.582     0.6221      1.213         11        640:  73%|███████▎  | 381/519 [02:55<01:00,  2.29it/s]
      47/80      0.94G     0.9311      1.582     0.6221      1.213         11        640:  74%|███████▎  | 382/519 [02:55<00:50,  2.73it/s]
      47/80      0.94G     0.9303      1.581     0.6217      1.213         12        640:  74%|███████▎  | 382/519 [02:55<00:50,  2.73it/s]
      47/80      0.94G     0.9303      1.581     0.6217      1.213         12        640:  74%|███████▍  | 383/519 [02:55<00:42,  3.18it/s]
      47/80      0.94G     0.9308      1.582     0.6226      1.213         10        640:  74%|███████▍  | 383/519 [02:56<00:42,  3.18it/s]
      47/80      0.94G     0.9308      1.582     0.6226      1.213         10        640:  74%|███████▍  | 384/519 [02:56<01:06,  2.02it/s]
      47/80      0.94G     0.9307      1.583     0.6225      1.213          9        640:  74%|███████▍  | 384/519 [02:56<01:06,  2.02it/s]
      47/80      0.94G     0.9307      1.583     0.6225      1.213          9        640:  74%|███████▍  | 385/519 [02:56<00:56,  2.39it/s]
      47/80      0.94G     0.9318      1.583      0.623      1.214          8        640:  74%|███████▍  | 385/519 [02:57<00:56,  2.39it/s]
      47/80      0.94G     0.9318      1.583      0.623      1.214          8        640:  74%|███████▍  | 386/519 [02:57<00:48,  2.74it/s]
      47/80      0.94G     0.9318      1.585     0.6229      1.214          9        640:  74%|███████▍  | 386/519 [02:57<00:48,  2.74it/s]
      47/80      0.94G     0.9318      1.585     0.6229      1.214          9        640:  75%|███████▍  | 387/519 [02:57<00:42,  3.12it/s]
      47/80      0.94G     0.9335      1.584     0.6237      1.215          8        640:  75%|███████▍  | 387/519 [02:58<00:42,  3.12it/s]
      47/80      0.94G     0.9335      1.584     0.6237      1.215          8        640:  75%|███████▍  | 388/519 [02:58<01:04,  2.04it/s]
      47/80      0.94G     0.9336      1.584     0.6235      1.215         10        640:  75%|███████▍  | 388/519 [02:58<01:04,  2.04it/s]
      47/80      0.94G     0.9336      1.584     0.6235      1.215         10        640:  75%|███████▍  | 389/519 [02:58<00:52,  2.49it/s]
      47/80      0.94G     0.9344      1.585     0.6244      1.216         10        640:  75%|███████▍  | 389/519 [02:58<00:52,  2.49it/s]
      47/80      0.94G     0.9344      1.585     0.6244      1.216         10        640:  75%|███████▌  | 390/519 [02:58<00:48,  2.68it/s]
      47/80      0.94G     0.9344      1.585     0.6239      1.215          9        640:  75%|███████▌  | 390/519 [02:58<00:48,  2.68it/s]
      47/80      0.94G     0.9344      1.585     0.6239      1.215          9        640:  75%|███████▌  | 391/519 [02:58<00:41,  3.11it/s]
      47/80      0.94G     0.9339      1.584      0.624      1.215         10        640:  75%|███████▌  | 391/519 [03:00<00:41,  3.11it/s]
      47/80      0.94G     0.9339      1.584      0.624      1.215         10        640:  76%|███████▌  | 392/519 [03:00<01:15,  1.68it/s]
      47/80      0.94G     0.9333      1.582     0.6234      1.214         14        640:  76%|███████▌  | 392/519 [03:00<01:15,  1.68it/s]
      47/80      0.94G     0.9333      1.582     0.6234      1.214         14        640:  76%|███████▌  | 393/519 [03:00<01:02,  2.02it/s]
      47/80      0.94G     0.9329      1.582     0.6234      1.214          8        640:  76%|███████▌  | 393/519 [03:00<01:02,  2.02it/s]
      47/80      0.94G     0.9329      1.582     0.6234      1.214          8        640:  76%|███████▌  | 394/519 [03:00<00:52,  2.40it/s]
      47/80      0.94G     0.9334      1.582     0.6233      1.215         11        640:  76%|███████▌  | 394/519 [03:00<00:52,  2.40it/s]
      47/80      0.94G     0.9334      1.582     0.6233      1.215         11        640:  76%|███████▌  | 395/519 [03:00<00:45,  2.70it/s]
      47/80      0.94G     0.9338      1.585     0.6238      1.215         11        640:  76%|███████▌  | 395/519 [03:01<00:45,  2.70it/s]
      47/80      0.94G     0.9338      1.585     0.6238      1.215         11        640:  76%|███████▋  | 396/519 [03:01<01:04,  1.90it/s]
      47/80      0.94G     0.9344      1.585     0.6242      1.215          9        640:  76%|███████▋  | 396/519 [03:02<01:04,  1.90it/s]
      47/80      0.94G     0.9344      1.585     0.6242      1.215          9        640:  76%|███████▋  | 397/519 [03:02<00:53,  2.27it/s]
      47/80      0.94G     0.9344      1.584     0.6242      1.215         15        640:  76%|███████▋  | 397/519 [03:02<00:53,  2.27it/s]
      47/80      0.94G     0.9344      1.584     0.6242      1.215         15        640:  77%|███████▋  | 398/519 [03:02<01:04,  1.89it/s]
      47/80      0.94G     0.9347      1.584     0.6244      1.215          8        640:  77%|███████▋  | 398/519 [03:02<01:04,  1.89it/s]
      47/80      0.94G     0.9347      1.584     0.6244      1.215          8        640:  77%|███████▋  | 399/519 [03:02<00:51,  2.34it/s]
      47/80      0.94G     0.9343      1.584     0.6247      1.215         10        640:  77%|███████▋  | 399/519 [03:03<00:51,  2.34it/s]
      47/80      0.94G     0.9343      1.584     0.6247      1.215         10        640:  77%|███████▋  | 400/519 [03:03<00:56,  2.12it/s]
      47/80      0.94G     0.9344      1.583     0.6242      1.214         14        640:  77%|███████▋  | 400/519 [03:03<00:56,  2.12it/s]
      47/80      0.94G     0.9344      1.583     0.6242      1.214         14        640:  77%|███████▋  | 401/519 [03:03<00:48,  2.44it/s]
      47/80      0.94G     0.9342      1.583     0.6241      1.214         10        640:  77%|███████▋  | 401/519 [03:04<00:48,  2.44it/s]
      47/80      0.94G     0.9342      1.583     0.6241      1.214         10        640:  77%|███████▋  | 402/519 [03:04<00:48,  2.42it/s]
      47/80      0.94G     0.9337      1.583     0.6238      1.214         11        640:  77%|███████▋  | 402/519 [03:04<00:48,  2.42it/s]
      47/80      0.94G     0.9337      1.583     0.6238      1.214         11        640:  78%|███████▊  | 403/519 [03:04<00:42,  2.75it/s]
      47/80      0.94G     0.9338      1.583     0.6237      1.214         11        640:  78%|███████▊  | 403/519 [03:05<00:42,  2.75it/s]
      47/80      0.94G     0.9338      1.583     0.6237      1.214         11        640:  78%|███████▊  | 404/519 [03:05<01:11,  1.60it/s]
      47/80      0.94G     0.9335      1.583     0.6237      1.213         10        640:  78%|███████▊  | 404/519 [03:05<01:11,  1.60it/s]
      47/80      0.94G     0.9335      1.583     0.6237      1.213         10        640:  78%|███████▊  | 405/519 [03:05<00:55,  2.06it/s]
      47/80      0.94G     0.9331      1.582     0.6235      1.213         12        640:  78%|███████▊  | 405/519 [03:06<00:55,  2.06it/s]
      47/80      0.94G     0.9331      1.582     0.6235      1.213         12        640:  78%|███████▊  | 406/519 [03:06<00:45,  2.49it/s]
      47/80      0.94G     0.9328      1.582     0.6233      1.213         12        640:  78%|███████▊  | 406/519 [03:06<00:45,  2.49it/s]
      47/80      0.94G     0.9328      1.582     0.6233      1.213         12        640:  78%|███████▊  | 407/519 [03:06<00:39,  2.83it/s]
      47/80      0.94G     0.9331      1.582     0.6234      1.214          6        640:  78%|███████▊  | 407/519 [03:07<00:39,  2.83it/s]
      47/80      0.94G     0.9331      1.582     0.6234      1.214          6        640:  79%|███████▊  | 408/519 [03:07<00:54,  2.03it/s]
      47/80      0.94G     0.9325      1.581     0.6227      1.213         11        640:  79%|███████▊  | 408/519 [03:07<00:54,  2.03it/s]
      47/80      0.94G     0.9325      1.581     0.6227      1.213         11        640:  79%|███████▉  | 409/519 [03:07<00:46,  2.38it/s]
      47/80      0.94G     0.9324      1.581     0.6226      1.213          7        640:  79%|███████▉  | 409/519 [03:07<00:46,  2.38it/s]
      47/80      0.94G     0.9324      1.581     0.6226      1.213          7        640:  79%|███████▉  | 410/519 [03:07<00:37,  2.94it/s]
      47/80      0.94G     0.9322      1.581     0.6222      1.213          9        640:  79%|███████▉  | 410/519 [03:07<00:37,  2.94it/s]
      47/80      0.94G     0.9322      1.581     0.6222      1.213          9        640:  79%|███████▉  | 411/519 [03:07<00:37,  2.91it/s]
      47/80      0.94G     0.9329      1.582     0.6231      1.213          6        640:  79%|███████▉  | 411/519 [03:08<00:37,  2.91it/s]
      47/80      0.94G     0.9329      1.582     0.6231      1.213          6        640:  79%|███████▉  | 412/519 [03:08<00:55,  1.93it/s]
      47/80      0.94G     0.9325      1.581      0.623      1.213         12        640:  79%|███████▉  | 412/519 [03:09<00:55,  1.93it/s]
      47/80      0.94G     0.9325      1.581      0.623      1.213         12        640:  80%|███████▉  | 413/519 [03:09<00:45,  2.35it/s]
      47/80      0.94G     0.9324       1.58     0.6226      1.213         13        640:  80%|███████▉  | 413/519 [03:09<00:45,  2.35it/s]
      47/80      0.94G     0.9324       1.58     0.6226      1.213         13        640:  80%|███████▉  | 414/519 [03:09<00:38,  2.75it/s]
      47/80      0.94G     0.9324       1.58     0.6222      1.213          9        640:  80%|███████▉  | 414/519 [03:09<00:38,  2.75it/s]
      47/80      0.94G     0.9324       1.58     0.6222      1.213          9        640:  80%|███████▉  | 415/519 [03:09<00:33,  3.12it/s]
      47/80      0.94G      0.932      1.579     0.6218      1.213         11        640:  80%|███████▉  | 415/519 [03:10<00:33,  3.12it/s]
      47/80      0.94G      0.932      1.579     0.6218      1.213         11        640:  80%|████████  | 416/519 [03:10<00:40,  2.57it/s]
      47/80      0.94G     0.9313       1.58     0.6216      1.212         10        640:  80%|████████  | 416/519 [03:10<00:40,  2.57it/s]
      47/80      0.94G     0.9313       1.58     0.6216      1.212         10        640:  80%|████████  | 417/519 [03:10<00:35,  2.87it/s]
      47/80      0.94G     0.9319       1.58     0.6223      1.212         11        640:  80%|████████  | 417/519 [03:10<00:35,  2.87it/s]
      47/80      0.94G     0.9319       1.58     0.6223      1.212         11        640:  81%|████████  | 418/519 [03:10<00:31,  3.19it/s]
      47/80      0.94G     0.9317       1.58     0.6225      1.212          9        640:  81%|████████  | 418/519 [03:10<00:31,  3.19it/s]
      47/80      0.94G     0.9317       1.58     0.6225      1.212          9        640:  81%|████████  | 419/519 [03:10<00:28,  3.54it/s]
      47/80      0.94G     0.9321       1.58     0.6225      1.212         14        640:  81%|████████  | 419/519 [03:11<00:28,  3.54it/s]
      47/80      0.94G     0.9321       1.58     0.6225      1.212         14        640:  81%|████████  | 420/519 [03:11<00:49,  2.02it/s]
      47/80      0.94G      0.932       1.58     0.6222      1.212         11        640:  81%|████████  | 420/519 [03:12<00:49,  2.02it/s]
      47/80      0.94G      0.932       1.58     0.6222      1.212         11        640:  81%|████████  | 421/519 [03:12<00:43,  2.23it/s]
      47/80      0.94G     0.9324       1.58     0.6229      1.212          8        640:  81%|████████  | 421/519 [03:12<00:43,  2.23it/s]
      47/80      0.94G     0.9324       1.58     0.6229      1.212          8        640:  81%|████████▏ | 422/519 [03:12<00:42,  2.29it/s]
      47/80      0.94G     0.9316      1.579     0.6223      1.212          6        640:  81%|████████▏ | 422/519 [03:12<00:42,  2.29it/s]
      47/80      0.94G     0.9316      1.579     0.6223      1.212          6        640:  82%|████████▏ | 423/519 [03:12<00:36,  2.62it/s]
      47/80      0.94G     0.9312      1.578      0.622      1.211         12        640:  82%|████████▏ | 423/519 [03:13<00:36,  2.62it/s]
      47/80      0.94G     0.9312      1.578      0.622      1.211         12        640:  82%|████████▏ | 424/519 [03:13<00:51,  1.83it/s]
      47/80      0.94G      0.932      1.577     0.6218      1.212          9        640:  82%|████████▏ | 424/519 [03:13<00:51,  1.83it/s]
      47/80      0.94G      0.932      1.577     0.6218      1.212          9        640:  82%|████████▏ | 425/519 [03:13<00:42,  2.20it/s]
      47/80      0.94G     0.9325      1.578     0.6216      1.212         10        640:  82%|████████▏ | 425/519 [03:14<00:42,  2.20it/s]
      47/80      0.94G     0.9325      1.578     0.6216      1.212         10        640:  82%|████████▏ | 426/519 [03:14<00:37,  2.51it/s]
      47/80      0.94G      0.932      1.577     0.6214      1.212         11        640:  82%|████████▏ | 426/519 [03:14<00:37,  2.51it/s]
      47/80      0.94G      0.932      1.577     0.6214      1.212         11        640:  82%|████████▏ | 427/519 [03:14<00:32,  2.81it/s]
      47/80      0.94G      0.932      1.577     0.6211      1.212         11        640:  82%|████████▏ | 427/519 [03:15<00:32,  2.81it/s]
      47/80      0.94G      0.932      1.577     0.6211      1.212         11        640:  82%|████████▏ | 428/519 [03:15<00:53,  1.70it/s]
      47/80      0.94G     0.9323      1.577     0.6216      1.212         11        640:  82%|████████▏ | 428/519 [03:15<00:53,  1.70it/s]
      47/80      0.94G     0.9323      1.577     0.6216      1.212         11        640:  83%|████████▎ | 429/519 [03:15<00:43,  2.07it/s]
      47/80      0.94G     0.9316      1.577      0.621      1.211         11        640:  83%|████████▎ | 429/519 [03:16<00:43,  2.07it/s]
      47/80      0.94G     0.9316      1.577      0.621      1.211         11        640:  83%|████████▎ | 430/519 [03:16<00:36,  2.41it/s]
      47/80      0.94G     0.9315      1.577     0.6207      1.211         14        640:  83%|████████▎ | 430/519 [03:16<00:36,  2.41it/s]
      47/80      0.94G     0.9315      1.577     0.6207      1.211         14        640:  83%|████████▎ | 431/519 [03:16<00:31,  2.80it/s]
      47/80      0.94G      0.931      1.575      0.621      1.211          9        640:  83%|████████▎ | 431/519 [03:17<00:31,  2.80it/s]
      47/80      0.94G      0.931      1.575      0.621      1.211          9        640:  83%|████████▎ | 432/519 [03:17<00:48,  1.81it/s]
      47/80      0.94G     0.9302      1.574      0.621      1.211          6        640:  83%|████████▎ | 432/519 [03:17<00:48,  1.81it/s]
      47/80      0.94G     0.9302      1.574      0.621      1.211          6        640:  83%|████████▎ | 433/519 [03:17<00:46,  1.86it/s]
      47/80      0.94G     0.9297      1.573     0.6209      1.211         13        640:  83%|████████▎ | 433/519 [03:18<00:46,  1.86it/s]
      47/80      0.94G     0.9297      1.573     0.6209      1.211         13        640:  84%|████████▎ | 434/519 [03:18<00:47,  1.81it/s]
      47/80      0.94G       0.93      1.573     0.6208       1.21         11        640:  84%|████████▎ | 434/519 [03:18<00:47,  1.81it/s]
      47/80      0.94G       0.93      1.573     0.6208       1.21         11        640:  84%|████████▍ | 435/519 [03:18<00:40,  2.06it/s]
      47/80      0.94G       0.93      1.572     0.6206       1.21         12        640:  84%|████████▍ | 435/519 [03:18<00:40,  2.06it/s]
      47/80      0.94G       0.93      1.572     0.6206       1.21         12        640:  84%|████████▍ | 436/519 [03:18<00:33,  2.49it/s]
      47/80      0.94G     0.9303      1.573     0.6204       1.21         11        640:  84%|████████▍ | 436/519 [03:20<00:33,  2.49it/s]
      47/80      0.94G     0.9303      1.573     0.6204       1.21         11        640:  84%|████████▍ | 437/519 [03:20<00:53,  1.53it/s]
      47/80      0.94G     0.9304      1.573     0.6206       1.21         12        640:  84%|████████▍ | 437/519 [03:20<00:53,  1.53it/s]
      47/80      0.94G     0.9304      1.573     0.6206       1.21         12        640:  84%|████████▍ | 438/519 [03:20<00:42,  1.91it/s]
      47/80      0.94G     0.9302      1.572     0.6207       1.21          6        640:  84%|████████▍ | 438/519 [03:20<00:42,  1.91it/s]
      47/80      0.94G     0.9302      1.572     0.6207       1.21          6        640:  85%|████████▍ | 439/519 [03:20<00:34,  2.32it/s]
      47/80      0.94G       0.93      1.572     0.6205       1.21          8        640:  85%|████████▍ | 439/519 [03:20<00:34,  2.32it/s]
      47/80      0.94G       0.93      1.572     0.6205       1.21          8        640:  85%|████████▍ | 440/519 [03:20<00:28,  2.79it/s]
      47/80      0.94G     0.9303      1.572     0.6207       1.21         12        640:  85%|████████▍ | 440/519 [03:21<00:28,  2.79it/s]
      47/80      0.94G     0.9303      1.572     0.6207       1.21         12        640:  85%|████████▍ | 441/519 [03:21<00:45,  1.71it/s]
      47/80      0.94G     0.9303      1.572     0.6205       1.21         12        640:  85%|████████▍ | 441/519 [03:22<00:45,  1.71it/s]
      47/80      0.94G     0.9303      1.572     0.6205       1.21         12        640:  85%|████████▌ | 442/519 [03:22<00:46,  1.67it/s]
      47/80      0.94G     0.9307      1.572     0.6203       1.21         12        640:  85%|████████▌ | 442/519 [03:22<00:46,  1.67it/s]
      47/80      0.94G     0.9307      1.572     0.6203       1.21         12        640:  85%|████████▌ | 443/519 [03:22<00:38,  1.99it/s]
      47/80      0.94G     0.9307      1.571     0.6202       1.21          6        640:  85%|████████▌ | 443/519 [03:23<00:38,  1.99it/s]
      47/80      0.94G     0.9307      1.571     0.6202       1.21          6        640:  86%|████████▌ | 444/519 [03:23<00:32,  2.31it/s]
      47/80      0.94G     0.9308      1.571       0.62      1.211          8        640:  86%|████████▌ | 444/519 [03:23<00:32,  2.31it/s]
      47/80      0.94G     0.9308      1.571       0.62      1.211          8        640:  86%|████████▌ | 445/519 [03:23<00:38,  1.93it/s]
      47/80      0.94G     0.9307       1.57     0.6197      1.211         11        640:  86%|████████▌ | 445/519 [03:24<00:38,  1.93it/s]
      47/80      0.94G     0.9307       1.57     0.6197      1.211         11        640:  86%|████████▌ | 446/519 [03:24<00:36,  2.01it/s]
      47/80      0.94G     0.9304      1.569     0.6193       1.21          9        640:  86%|████████▌ | 446/519 [03:24<00:36,  2.01it/s]
      47/80      0.94G     0.9304      1.569     0.6193       1.21          9        640:  86%|████████▌ | 447/519 [03:24<00:30,  2.34it/s]
      47/80      0.94G     0.9315      1.571     0.6206      1.211         10        640:  86%|████████▌ | 447/519 [03:24<00:30,  2.34it/s]
      47/80      0.94G     0.9315      1.571     0.6206      1.211         10        640:  86%|████████▋ | 448/519 [03:24<00:25,  2.75it/s]
      47/80      0.94G     0.9311      1.571     0.6204      1.211          8        640:  86%|████████▋ | 448/519 [03:25<00:25,  2.75it/s]
      47/80      0.94G     0.9311      1.571     0.6204      1.211          8        640:  87%|████████▋ | 449/519 [03:25<00:30,  2.26it/s]
      47/80      0.94G     0.9316       1.57     0.6203      1.211          9        640:  87%|████████▋ | 449/519 [03:25<00:30,  2.26it/s]
      47/80      0.94G     0.9316       1.57     0.6203      1.211          9        640:  87%|████████▋ | 450/519 [03:25<00:29,  2.36it/s]
      47/80      0.94G     0.9309      1.569     0.6198      1.211          6        640:  87%|████████▋ | 450/519 [03:25<00:29,  2.36it/s]
      47/80      0.94G     0.9309      1.569     0.6198      1.211          6        640:  87%|████████▋ | 451/519 [03:25<00:24,  2.77it/s]
      47/80      0.94G     0.9306      1.569     0.6199      1.211         10        640:  87%|████████▋ | 451/519 [03:26<00:24,  2.77it/s]
      47/80      0.94G     0.9306      1.569     0.6199      1.211         10        640:  87%|████████▋ | 452/519 [03:26<00:22,  2.97it/s]
      47/80      0.94G     0.9305      1.569     0.6197      1.211         11        640:  87%|████████▋ | 452/519 [03:26<00:22,  2.97it/s]
      47/80      0.94G     0.9305      1.569     0.6197      1.211         11        640:  87%|████████▋ | 453/519 [03:26<00:20,  3.19it/s]
      47/80      0.94G     0.9311       1.57     0.6201      1.211         10        640:  87%|████████▋ | 453/519 [03:27<00:20,  3.19it/s]
      47/80      0.94G     0.9311       1.57     0.6201      1.211         10        640:  87%|████████▋ | 454/519 [03:27<00:26,  2.46it/s]
      47/80      0.94G     0.9311       1.57     0.6197      1.211         11        640:  87%|████████▋ | 454/519 [03:27<00:26,  2.46it/s]
      47/80      0.94G     0.9311       1.57     0.6197      1.211         11        640:  88%|████████▊ | 455/519 [03:27<00:22,  2.79it/s]
      47/80      0.94G     0.9313       1.57     0.6197      1.211         10        640:  88%|████████▊ | 455/519 [03:28<00:22,  2.79it/s]
      47/80      0.94G     0.9313       1.57     0.6197      1.211         10        640:  88%|████████▊ | 456/519 [03:28<00:32,  1.94it/s]
      47/80      0.94G     0.9311       1.57     0.6193       1.21         10        640:  88%|████████▊ | 456/519 [03:28<00:32,  1.94it/s]
      47/80      0.94G     0.9311       1.57     0.6193       1.21         10        640:  88%|████████▊ | 457/519 [03:28<00:26,  2.35it/s]
      47/80      0.94G     0.9309      1.569      0.619       1.21          8        640:  88%|████████▊ | 457/519 [03:29<00:26,  2.35it/s]
      47/80      0.94G     0.9309      1.569      0.619       1.21          8        640:  88%|████████▊ | 458/519 [03:29<00:32,  1.90it/s]
      47/80      0.94G     0.9303      1.568     0.6187       1.21          9        640:  88%|████████▊ | 458/519 [03:29<00:32,  1.90it/s]
      47/80      0.94G     0.9303      1.568     0.6187       1.21          9        640:  88%|████████▊ | 459/519 [03:29<00:27,  2.18it/s]
      47/80      0.94G     0.9306      1.567      0.619       1.21          6        640:  88%|████████▊ | 459/519 [03:30<00:27,  2.18it/s]
      47/80      0.94G     0.9306      1.567      0.619       1.21          6        640:  89%|████████▊ | 460/519 [03:30<00:29,  1.99it/s]
      47/80      0.94G     0.9303      1.566     0.6186      1.209         10        640:  89%|████████▊ | 460/519 [03:30<00:29,  1.99it/s]
      47/80      0.94G     0.9303      1.566     0.6186      1.209         10        640:  89%|████████▉ | 461/519 [03:30<00:24,  2.40it/s]
      47/80      0.94G     0.9304      1.566      0.619      1.209         12        640:  89%|████████▉ | 461/519 [03:31<00:24,  2.40it/s]
      47/80      0.94G     0.9304      1.566      0.619      1.209         12        640:  89%|████████▉ | 462/519 [03:31<00:30,  1.89it/s]
      47/80      0.94G     0.9301      1.566     0.6187      1.209          6        640:  89%|████████▉ | 462/519 [03:31<00:30,  1.89it/s]
      47/80      0.94G     0.9301      1.566     0.6187      1.209          6        640:  89%|████████▉ | 463/519 [03:31<00:24,  2.26it/s]
      47/80      0.94G       0.93      1.566     0.6182      1.209         11        640:  89%|████████▉ | 463/519 [03:31<00:24,  2.26it/s]
      47/80      0.94G       0.93      1.566     0.6182      1.209         11        640:  89%|████████▉ | 464/519 [03:31<00:23,  2.32it/s]
      47/80      0.94G     0.9295      1.565     0.6179      1.209          8        640:  89%|████████▉ | 464/519 [03:31<00:23,  2.32it/s]
      47/80      0.94G     0.9295      1.565     0.6179      1.209          8        640:  90%|████████▉ | 465/519 [03:31<00:20,  2.65it/s]
      47/80      0.94G     0.9297      1.565     0.6177      1.209         14        640:  90%|████████▉ | 465/519 [03:32<00:20,  2.65it/s]
      47/80      0.94G     0.9297      1.565     0.6177      1.209         14        640:  90%|████████▉ | 466/519 [03:32<00:23,  2.22it/s]
      47/80      0.94G     0.9296      1.565     0.6173      1.209         10        640:  90%|████████▉ | 466/519 [03:32<00:23,  2.22it/s]
      47/80      0.94G     0.9296      1.565     0.6173      1.209         10        640:  90%|████████▉ | 467/519 [03:32<00:20,  2.53it/s]
      47/80      0.94G       0.93      1.566     0.6174      1.209         10        640:  90%|████████▉ | 467/519 [03:33<00:20,  2.53it/s]
      47/80      0.94G       0.93      1.566     0.6174      1.209         10        640:  90%|█████████ | 468/519 [03:33<00:25,  2.02it/s]
      47/80      0.94G     0.9299      1.567     0.6171      1.209         12        640:  90%|█████████ | 468/519 [03:33<00:25,  2.02it/s]
      47/80      0.94G     0.9299      1.567     0.6171      1.209         12        640:  90%|█████████ | 469/519 [03:33<00:20,  2.42it/s]
      47/80      0.94G     0.9294      1.568     0.6168      1.208         11        640:  90%|█████████ | 469/519 [03:34<00:20,  2.42it/s]
      47/80      0.94G     0.9294      1.568     0.6168      1.208         11        640:  91%|█████████ | 470/519 [03:34<00:18,  2.68it/s]
      47/80      0.94G     0.9293      1.567     0.6165      1.208         11        640:  91%|█████████ | 470/519 [03:34<00:18,  2.68it/s]
      47/80      0.94G     0.9293      1.567     0.6165      1.208         11        640:  91%|█████████ | 471/519 [03:34<00:20,  2.37it/s]
      47/80      0.94G     0.9288      1.567      0.616      1.208         10        640:  91%|█████████ | 471/519 [03:35<00:20,  2.37it/s]
      47/80      0.94G     0.9288      1.567      0.616      1.208         10        640:  91%|█████████ | 472/519 [03:35<00:23,  1.97it/s]
      47/80      0.94G     0.9283      1.567     0.6156      1.208         13        640:  91%|█████████ | 472/519 [03:35<00:23,  1.97it/s]
      47/80      0.94G     0.9283      1.567     0.6156      1.208         13        640:  91%|█████████ | 473/519 [03:35<00:19,  2.33it/s]
      47/80      0.94G     0.9286      1.567     0.6156      1.208         10        640:  91%|█████████ | 473/519 [03:35<00:19,  2.33it/s]
      47/80      0.94G     0.9286      1.567     0.6156      1.208         10        640:  91%|█████████▏| 474/519 [03:35<00:15,  2.83it/s]
      47/80      0.94G     0.9295      1.568     0.6169      1.208         11        640:  91%|█████████▏| 474/519 [03:36<00:15,  2.83it/s]
      47/80      0.94G     0.9295      1.568     0.6169      1.208         11        640:  92%|█████████▏| 475/519 [03:36<00:17,  2.48it/s]
      47/80      0.94G     0.9293      1.568     0.6166      1.208         10        640:  92%|█████████▏| 475/519 [03:36<00:17,  2.48it/s]
      47/80      0.94G     0.9293      1.568     0.6166      1.208         10        640:  92%|█████████▏| 476/519 [03:36<00:19,  2.18it/s]
      47/80      0.94G     0.9289      1.567     0.6167      1.208          9        640:  92%|█████████▏| 476/519 [03:37<00:19,  2.18it/s]
      47/80      0.94G     0.9289      1.567     0.6167      1.208          9        640:  92%|█████████▏| 477/519 [03:37<00:16,  2.59it/s]
      47/80      0.94G     0.9292      1.569     0.6169      1.208         12        640:  92%|█████████▏| 477/519 [03:37<00:16,  2.59it/s]
      47/80      0.94G     0.9292      1.569     0.6169      1.208         12        640:  92%|█████████▏| 478/519 [03:37<00:14,  2.86it/s]
      47/80      0.94G     0.9292      1.569     0.6166      1.208         10        640:  92%|█████████▏| 478/519 [03:38<00:14,  2.86it/s]
      47/80      0.94G     0.9292      1.569     0.6166      1.208         10        640:  92%|█████████▏| 479/519 [03:38<00:21,  1.87it/s]
      47/80      0.94G     0.9295       1.57     0.6173      1.208          9        640:  92%|█████████▏| 479/519 [03:38<00:21,  1.87it/s]
      47/80      0.94G     0.9295       1.57     0.6173      1.208          9        640:  92%|█████████▏| 480/519 [03:38<00:18,  2.14it/s]
      47/80      0.94G     0.9298      1.571     0.6176      1.209          9        640:  92%|█████████▏| 480/519 [03:38<00:18,  2.14it/s]
      47/80      0.94G     0.9298      1.571     0.6176      1.209          9        640:  93%|█████████▎| 481/519 [03:38<00:14,  2.60it/s]
      47/80      0.94G     0.9298      1.571     0.6177      1.209          6        640:  93%|█████████▎| 481/519 [03:39<00:14,  2.60it/s]
      47/80      0.94G     0.9298      1.571     0.6177      1.209          6        640:  93%|█████████▎| 482/519 [03:39<00:13,  2.78it/s]
      47/80      0.94G       0.93      1.571     0.6183      1.209          6        640:  93%|█████████▎| 482/519 [03:40<00:13,  2.78it/s]
      47/80      0.94G       0.93      1.571     0.6183      1.209          6        640:  93%|█████████▎| 483/519 [03:40<00:23,  1.51it/s]
      47/80      0.94G     0.9294      1.571     0.6183      1.209         10        640:  93%|█████████▎| 483/519 [03:40<00:23,  1.51it/s]
      47/80      0.94G     0.9294      1.571     0.6183      1.209         10        640:  93%|█████████▎| 484/519 [03:40<00:18,  1.91it/s]
      47/80      0.94G     0.9299      1.571     0.6181      1.209         11        640:  93%|█████████▎| 484/519 [03:40<00:18,  1.91it/s]
      47/80      0.94G     0.9299      1.571     0.6181      1.209         11        640:  93%|█████████▎| 485/519 [03:40<00:14,  2.32it/s]
      47/80      0.94G     0.9297      1.571     0.6176      1.209         11        640:  93%|█████████▎| 485/519 [03:41<00:14,  2.32it/s]
      47/80      0.94G     0.9297      1.571     0.6176      1.209         11        640:  94%|█████████▎| 486/519 [03:41<00:14,  2.33it/s]
      47/80      0.94G     0.9298      1.571     0.6177      1.209         11        640:  94%|█████████▎| 486/519 [03:42<00:14,  2.33it/s]
      47/80      0.94G     0.9298      1.571     0.6177      1.209         11        640:  94%|█████████▍| 487/519 [03:42<00:23,  1.35it/s]
      47/80      0.94G     0.9296      1.572     0.6173      1.209          8        640:  94%|█████████▍| 487/519 [03:43<00:23,  1.35it/s]
      47/80      0.94G     0.9296      1.572     0.6173      1.209          8        640:  94%|█████████▍| 488/519 [03:43<00:18,  1.65it/s]
      47/80      0.94G     0.9294      1.571     0.6172      1.209         13        640:  94%|█████████▍| 488/519 [03:43<00:18,  1.65it/s]
      47/80      0.94G     0.9294      1.571     0.6172      1.209         13        640:  94%|█████████▍| 489/519 [03:43<00:14,  2.04it/s]
      47/80      0.94G     0.9293      1.572     0.6173      1.209          9        640:  94%|█████████▍| 489/519 [03:43<00:14,  2.04it/s]
      47/80      0.94G     0.9293      1.572     0.6173      1.209          9        640:  94%|█████████▍| 490/519 [03:43<00:12,  2.39it/s]
      47/80      0.94G     0.9289      1.571     0.6169      1.208         12        640:  94%|█████████▍| 490/519 [03:44<00:12,  2.39it/s]
      47/80      0.94G     0.9289      1.571     0.6169      1.208         12        640:  95%|█████████▍| 491/519 [03:44<00:15,  1.86it/s]
      47/80      0.94G     0.9288      1.572     0.6172      1.208         12        640:  95%|█████████▍| 491/519 [03:44<00:15,  1.86it/s]
      47/80      0.94G     0.9288      1.572     0.6172      1.208         12        640:  95%|█████████▍| 492/519 [03:44<00:12,  2.18it/s]
      47/80      0.94G     0.9289      1.572      0.617      1.208          8        640:  95%|█████████▍| 492/519 [03:44<00:12,  2.18it/s]
      47/80      0.94G     0.9289      1.572      0.617      1.208          8        640:  95%|█████████▍| 493/519 [03:44<00:10,  2.55it/s]
      47/80      0.94G     0.9289      1.571     0.6165      1.208         10        640:  95%|█████████▍| 493/519 [03:45<00:10,  2.55it/s]
      47/80      0.94G     0.9289      1.571     0.6165      1.208         10        640:  95%|█████████▌| 494/519 [03:45<00:08,  2.87it/s]
      47/80      0.94G     0.9285       1.57     0.6164      1.208          8        640:  95%|█████████▌| 494/519 [03:45<00:08,  2.87it/s]
      47/80      0.94G     0.9285       1.57     0.6164      1.208          8        640:  95%|█████████▌| 495/519 [03:45<00:11,  2.01it/s]
      47/80      0.94G     0.9282      1.571      0.616      1.208          7        640:  95%|█████████▌| 495/519 [03:46<00:11,  2.01it/s]
      47/80      0.94G     0.9282      1.571      0.616      1.208          7        640:  96%|█████████▌| 496/519 [03:46<00:09,  2.42it/s]
      47/80      0.94G      0.928       1.57     0.6158      1.207         10        640:  96%|█████████▌| 496/519 [03:46<00:09,  2.42it/s]
      47/80      0.94G      0.928       1.57     0.6158      1.207         10        640:  96%|█████████▌| 497/519 [03:46<00:08,  2.74it/s]
      47/80      0.94G      0.928       1.57     0.6158      1.207          8        640:  96%|█████████▌| 497/519 [03:47<00:08,  2.74it/s]
      47/80      0.94G      0.928       1.57     0.6158      1.207          8        640:  96%|█████████▌| 498/519 [03:47<00:08,  2.35it/s]
      47/80      0.94G     0.9278       1.57     0.6155      1.207         10        640:  96%|█████████▌| 498/519 [03:47<00:08,  2.35it/s]
      47/80      0.94G     0.9278       1.57     0.6155      1.207         10        640:  96%|█████████▌| 499/519 [03:47<00:09,  2.04it/s]
      47/80      0.94G     0.9274      1.569      0.615      1.207          9        640:  96%|█████████▌| 499/519 [03:48<00:09,  2.04it/s]
      47/80      0.94G     0.9274      1.569      0.615      1.207          9        640:  96%|█████████▋| 500/519 [03:48<00:11,  1.67it/s]
      47/80      0.94G     0.9275      1.569      0.615      1.207         11        640:  96%|█████████▋| 500/519 [03:48<00:11,  1.67it/s]
      47/80      0.94G     0.9275      1.569      0.615      1.207         11        640:  97%|█████████▋| 501/519 [03:48<00:09,  1.94it/s]
      47/80      0.94G     0.9275      1.569     0.6151      1.207         10        640:  97%|█████████▋| 501/519 [03:49<00:09,  1.94it/s]
      47/80      0.94G     0.9275      1.569     0.6151      1.207         10        640:  97%|█████████▋| 502/519 [03:49<00:07,  2.28it/s]
      47/80      0.94G     0.9278      1.569     0.6151      1.207         10        640:  97%|█████████▋| 502/519 [03:49<00:07,  2.28it/s]
      47/80      0.94G     0.9278      1.569     0.6151      1.207         10        640:  97%|█████████▋| 503/519 [03:49<00:05,  2.72it/s]
      47/80      0.94G     0.9271      1.568     0.6149      1.206          9        640:  97%|█████████▋| 503/519 [03:50<00:05,  2.72it/s]
      47/80      0.94G     0.9271      1.568     0.6149      1.206          9        640:  97%|█████████▋| 504/519 [03:50<00:10,  1.48it/s]
      47/80      0.94G      0.928      1.568     0.6152      1.207          8        640:  97%|█████████▋| 504/519 [03:50<00:10,  1.48it/s]
      47/80      0.94G      0.928      1.568     0.6152      1.207          8        640:  97%|█████████▋| 505/519 [03:50<00:07,  1.83it/s]
      47/80      0.94G     0.9277      1.568     0.6149      1.207         14        640:  97%|█████████▋| 505/519 [03:51<00:07,  1.83it/s]
      47/80      0.94G     0.9277      1.568     0.6149      1.207         14        640:  97%|█████████▋| 506/519 [03:51<00:05,  2.24it/s]
      47/80      0.94G      0.928      1.568     0.6153      1.207         12        640:  97%|█████████▋| 506/519 [03:51<00:05,  2.24it/s]
      47/80      0.94G      0.928      1.568     0.6153      1.207         12        640:  98%|█████████▊| 507/519 [03:51<00:04,  2.43it/s]
      47/80      0.94G     0.9284      1.568     0.6158      1.207         11        640:  98%|█████████▊| 507/519 [03:52<00:04,  2.43it/s]
      47/80      0.94G     0.9284      1.568     0.6158      1.207         11        640:  98%|█████████▊| 508/519 [03:52<00:06,  1.65it/s]
      47/80      0.94G     0.9281      1.567     0.6155      1.206         10        640:  98%|█████████▊| 508/519 [03:52<00:06,  1.65it/s]
      47/80      0.94G     0.9281      1.567     0.6155      1.206         10        640:  98%|█████████▊| 509/519 [03:52<00:04,  2.04it/s]
      47/80      0.94G     0.9282      1.568     0.6158      1.206         14        640:  98%|█████████▊| 509/519 [03:53<00:04,  2.04it/s]
      47/80      0.94G     0.9282      1.568     0.6158      1.206         14        640:  98%|█████████▊| 510/519 [03:53<00:03,  2.34it/s]
      47/80      0.94G     0.9284      1.568     0.6163      1.207         11        640:  98%|█████████▊| 510/519 [03:53<00:03,  2.34it/s]
      47/80      0.94G     0.9284      1.568     0.6163      1.207         11        640:  98%|█████████▊| 511/519 [03:53<00:02,  2.82it/s]
      47/80      0.94G     0.9287      1.569     0.6161      1.207          7        640:  98%|█████████▊| 511/519 [03:54<00:02,  2.82it/s]
      47/80      0.94G     0.9287      1.569     0.6161      1.207          7        640:  99%|█████████▊| 512/519 [03:54<00:04,  1.54it/s]
      47/80      0.94G     0.9292      1.569      0.616      1.208         10        640:  99%|█████████▊| 512/519 [03:54<00:04,  1.54it/s]
      47/80      0.94G     0.9292      1.569      0.616      1.208         10        640:  99%|█████████▉| 513/519 [03:54<00:03,  1.89it/s]
      47/80      0.94G     0.9289      1.568     0.6157      1.207         11        640:  99%|█████████▉| 513/519 [03:55<00:03,  1.89it/s]
      47/80      0.94G     0.9289      1.568     0.6157      1.207         11        640:  99%|█████████▉| 514/519 [03:55<00:02,  2.33it/s]
      47/80      0.94G     0.9286      1.569     0.6151      1.207          7        640:  99%|█████████▉| 514/519 [03:55<00:02,  2.33it/s]
      47/80      0.94G     0.9286      1.569     0.6151      1.207          7        640:  99%|█████████▉| 515/519 [03:55<00:01,  2.88it/s]
      47/80      0.94G     0.9282      1.569     0.6149      1.207         12        640:  99%|█████████▉| 515/519 [03:55<00:01,  2.88it/s]
      47/80      0.94G     0.9282      1.569     0.6149      1.207         12        640:  99%|█████████▉| 516/519 [03:55<00:01,  2.35it/s]
      47/80      0.94G     0.9282      1.569      0.615      1.207         10        640:  99%|█████████▉| 516/519 [03:55<00:01,  2.35it/s]
      47/80      0.94G     0.9278      1.568     0.6146      1.206          8        640:  99%|█████████▉| 516/519 [03:55<00:01,  2.35it/s]
      47/80      0.94G     0.9278      1.568     0.6146      1.206          8        640: 100%|█████████▉| 518/519 [03:55<00:00,  3.83it/s]
      47/80      0.94G     0.9276      1.568     0.6145      1.206          9        640: 100%|█████████▉| 518/519 [03:55<00:00,  3.83it/s]
      47/80      0.94G     0.9276      1.568     0.6145      1.206          9        640: 100%|██████████| 519/519 [03:56<00:00,  2.20it/s]
+
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:44,  6.33s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:56,  2.80s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:06<01:43,  1.67s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:11,  1.17s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:54,  1.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:49,  1.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:08<00:41,  1.40it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:37,  1.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:09<00:31,  1.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:26,  2.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:24,  2.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:23,  2.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:11<00:23,  2.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:22,  2.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:24,  2.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:25,  1.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:24,  1.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:24,  1.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:25,  1.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:15<00:26,  1.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:26,  1.60it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:19,  2.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:18,  2.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:17<00:14,  2.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.59it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:18<00:04,  6.44it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.56it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  7.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:04,  6.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:19<00:03,  6.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.08it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:20<00:03,  6.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.40it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:21<00:01,  7.49it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  82%|████████▏ | 53/65 [00:21<00:01,  8.50it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:21<00:01,  8.81it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  9.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:01,  8.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  8.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  92%|█████████▏| 60/65 [00:22<00:00,  8.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  8.93it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  9.88it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.79it/s]
+                   all        519        519      0.974      0.956      0.984      0.744      0.976      0.958      0.987      0.716
+
+      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
+
  0%|          | 0/519 [00:00<?, ?it/s]
      48/80      0.94G     0.7476      1.605     0.5786      1.055         15        640:   0%|          | 0/519 [00:02<?, ?it/s]
      48/80      0.94G     0.7476      1.605     0.5786      1.055         15        640:   0%|          | 1/519 [00:02<17:32,  2.03s/it]
      48/80      0.94G     0.8178       1.59     0.7099       1.11         13        640:   0%|          | 1/519 [00:03<17:32,  2.03s/it]
      48/80      0.94G     0.8178       1.59     0.7099       1.11         13        640:   0%|          | 2/519 [00:03<14:37,  1.70s/it]
      48/80      0.94G     0.8895      1.525     0.6225      1.169         10        640:   0%|          | 2/519 [00:03<14:37,  1.70s/it]
      48/80      0.94G     0.8895      1.525     0.6225      1.169         10        640:   1%|          | 3/519 [00:03<08:37,  1.00s/it]
      48/80      0.94G     0.9534       1.94     0.6053      1.281          8        640:   1%|          | 3/519 [00:04<08:37,  1.00s/it]
      48/80      0.94G     0.9534       1.94     0.6053      1.281          8        640:   1%|          | 4/519 [00:04<06:26,  1.33it/s]
      48/80      0.94G     0.9621      1.979     0.6228      1.279          9        640:   1%|          | 4/519 [00:04<06:26,  1.33it/s]
      48/80      0.94G     0.9621      1.979     0.6228      1.279          9        640:   1%|          | 5/519 [00:04<05:00,  1.71it/s]
      48/80      0.94G     0.9889      1.941     0.6314      1.289         15        640:   1%|          | 5/519 [00:05<05:00,  1.71it/s]
      48/80      0.94G     0.9889      1.941     0.6314      1.289         15        640:   1%|          | 6/519 [00:05<06:33,  1.30it/s]
      48/80      0.94G     0.9605      1.846     0.6113      1.281          8        640:   1%|          | 6/519 [00:05<06:33,  1.30it/s]
      48/80      0.94G     0.9605      1.846     0.6113      1.281          8        640:   1%|▏         | 7/519 [00:05<05:00,  1.70it/s]
      48/80      0.94G     0.9666      1.806     0.6003      1.255          9        640:   1%|▏         | 7/519 [00:05<05:00,  1.70it/s]
      48/80      0.94G     0.9666      1.806     0.6003      1.255          9        640:   2%|▏         | 8/519 [00:05<04:05,  2.08it/s]
      48/80      0.94G     0.9475      1.734     0.5749      1.242          7        640:   2%|▏         | 8/519 [00:06<04:05,  2.08it/s]
      48/80      0.94G     0.9475      1.734     0.5749      1.242          7        640:   2%|▏         | 9/519 [00:06<03:25,  2.48it/s]
      48/80      0.94G     0.9314      1.713     0.5663       1.23         13        640:   2%|▏         | 9/519 [00:07<03:25,  2.48it/s]
      48/80      0.94G     0.9314      1.713     0.5663       1.23         13        640:   2%|▏         | 10/519 [00:07<05:57,  1.42it/s]
      48/80      0.94G     0.9163       1.64     0.5453      1.224          9        640:   2%|▏         | 10/519 [00:07<05:57,  1.42it/s]
      48/80      0.94G     0.9163       1.64     0.5453      1.224          9        640:   2%|▏         | 11/519 [00:07<04:42,  1.80it/s]
      48/80      0.94G     0.9354      1.633     0.5639      1.239         10        640:   2%|▏         | 11/519 [00:08<04:42,  1.80it/s]
      48/80      0.94G     0.9354      1.633     0.5639      1.239         10        640:   2%|▏         | 12/519 [00:08<03:58,  2.13it/s]
      48/80      0.94G     0.9263      1.606     0.5584      1.225         14        640:   2%|▏         | 12/519 [00:08<03:58,  2.13it/s]
      48/80      0.94G     0.9263      1.606     0.5584      1.225         14        640:   3%|▎         | 13/519 [00:08<03:11,  2.65it/s]
      48/80      0.94G     0.9185      1.608     0.5561      1.215          8        640:   3%|▎         | 13/519 [00:08<03:11,  2.65it/s]
      48/80      0.94G     0.9185      1.608     0.5561      1.215          8        640:   3%|▎         | 14/519 [00:08<03:51,  2.18it/s]
      48/80      0.94G     0.9273      1.635     0.5694      1.224          9        640:   3%|▎         | 14/519 [00:09<03:51,  2.18it/s]
      48/80      0.94G     0.9273      1.635     0.5694      1.224          9        640:   3%|▎         | 15/519 [00:09<03:16,  2.56it/s]
      48/80      0.94G     0.9221      1.606     0.5664      1.214         11        640:   3%|▎         | 15/519 [00:09<03:16,  2.56it/s]
      48/80      0.94G     0.9221      1.606     0.5664      1.214         11        640:   3%|▎         | 16/519 [00:09<02:53,  2.89it/s]
      48/80      0.94G     0.9272      1.623      0.573      1.232          6        640:   3%|▎         | 16/519 [00:09<02:53,  2.89it/s]
      48/80      0.94G     0.9272      1.623      0.573      1.232          6        640:   3%|▎         | 17/519 [00:09<02:38,  3.17it/s]
      48/80      0.94G     0.9275      1.621     0.5748      1.224         12        640:   3%|▎         | 17/519 [00:10<02:38,  3.17it/s]
      48/80      0.94G     0.9275      1.621     0.5748      1.224         12        640:   3%|▎         | 18/519 [00:10<04:48,  1.74it/s]
      48/80      0.94G     0.9262      1.621     0.5715      1.222         10        640:   3%|▎         | 18/519 [00:11<04:48,  1.74it/s]
      48/80      0.94G     0.9262      1.621     0.5715      1.222         10        640:   4%|▎         | 19/519 [00:11<04:03,  2.05it/s]
      48/80      0.94G     0.9316      1.644     0.5765      1.221         12        640:   4%|▎         | 19/519 [00:11<04:03,  2.05it/s]
      48/80      0.94G     0.9316      1.644     0.5765      1.221         12        640:   4%|▍         | 20/519 [00:11<03:39,  2.28it/s]
      48/80      0.94G     0.9361      1.642     0.5778      1.216         14        640:   4%|▍         | 20/519 [00:11<03:39,  2.28it/s]
      48/80      0.94G     0.9361      1.642     0.5778      1.216         14        640:   4%|▍         | 21/519 [00:11<03:08,  2.64it/s]
      48/80      0.94G     0.9385      1.623     0.5762      1.217          9        640:   4%|▍         | 21/519 [00:12<03:08,  2.64it/s]
      48/80      0.94G     0.9385      1.623     0.5762      1.217          9        640:   4%|▍         | 22/519 [00:12<04:39,  1.78it/s]
      48/80      0.94G     0.9269      1.606     0.5655       1.21         11        640:   4%|▍         | 22/519 [00:12<04:39,  1.78it/s]
      48/80      0.94G     0.9269      1.606     0.5655       1.21         11        640:   4%|▍         | 23/519 [00:12<03:51,  2.15it/s]
      48/80      0.94G     0.9228      1.584     0.5709      1.207         11        640:   4%|▍         | 23/519 [00:13<03:51,  2.15it/s]
      48/80      0.94G     0.9228      1.584     0.5709      1.207         11        640:   5%|▍         | 24/519 [00:13<03:21,  2.46it/s]
      48/80      0.94G     0.9213      1.576     0.5671      1.203          8        640:   5%|▍         | 24/519 [00:13<03:21,  2.46it/s]
      48/80      0.94G     0.9213      1.576     0.5671      1.203          8        640:   5%|▍         | 25/519 [00:13<02:51,  2.89it/s]
      48/80      0.94G     0.9205      1.582     0.5678      1.204         13        640:   5%|▍         | 25/519 [00:13<02:51,  2.89it/s]
      48/80      0.94G     0.9205      1.582     0.5678      1.204         13        640:   5%|▌         | 26/519 [00:13<03:23,  2.43it/s]
      48/80      0.94G     0.9101      1.575     0.5643        1.2         11        640:   5%|▌         | 26/519 [00:14<03:23,  2.43it/s]
      48/80      0.94G     0.9101      1.575     0.5643        1.2         11        640:   5%|▌         | 27/519 [00:14<03:06,  2.63it/s]
      48/80      0.94G     0.9011      1.557     0.5586      1.194          7        640:   5%|▌         | 27/519 [00:14<03:06,  2.63it/s]
      48/80      0.94G     0.9011      1.557     0.5586      1.194          7        640:   5%|▌         | 28/519 [00:14<02:35,  3.15it/s]
      48/80      0.94G     0.8994      1.557     0.5596      1.193         14        640:   5%|▌         | 28/519 [00:14<02:35,  3.15it/s]
      48/80      0.94G     0.8994      1.557     0.5596      1.193         14        640:   6%|▌         | 29/519 [00:14<02:20,  3.49it/s]
      48/80      0.94G     0.9017      1.558     0.5573      1.192         10        640:   6%|▌         | 29/519 [00:15<02:20,  3.49it/s]
      48/80      0.94G     0.9017      1.558     0.5573      1.192         10        640:   6%|▌         | 30/519 [00:15<04:41,  1.74it/s]
      48/80      0.94G     0.9042      1.575     0.5547      1.196         10        640:   6%|▌         | 30/519 [00:15<04:41,  1.74it/s]
      48/80      0.94G     0.9042      1.575     0.5547      1.196         10        640:   6%|▌         | 31/519 [00:15<03:45,  2.16it/s]
      48/80      0.94G     0.8989      1.569      0.553      1.192         10        640:   6%|▌         | 31/519 [00:16<03:45,  2.16it/s]
      48/80      0.94G     0.8989      1.569      0.553      1.192         10        640:   6%|▌         | 32/519 [00:16<03:14,  2.50it/s]
      48/80      0.94G     0.9072      1.586     0.5614      1.197          9        640:   6%|▌         | 32/519 [00:16<03:14,  2.50it/s]
      48/80      0.94G     0.9072      1.586     0.5614      1.197          9        640:   6%|▋         | 33/519 [00:16<02:45,  2.93it/s]
      48/80      0.94G      0.913      1.589     0.5631      1.201          6        640:   6%|▋         | 33/519 [00:17<02:45,  2.93it/s]
      48/80      0.94G      0.913      1.589     0.5631      1.201          6        640:   7%|▋         | 34/519 [00:17<04:56,  1.64it/s]
      48/80      0.94G     0.9155      1.588      0.569      1.206         10        640:   7%|▋         | 34/519 [00:17<04:56,  1.64it/s]
      48/80      0.94G     0.9155      1.588      0.569      1.206         10        640:   7%|▋         | 35/519 [00:17<04:04,  1.98it/s]
      48/80      0.94G     0.9143      1.577     0.5654      1.207         10        640:   7%|▋         | 35/519 [00:18<04:04,  1.98it/s]
      48/80      0.94G     0.9143      1.577     0.5654      1.207         10        640:   7%|▋         | 36/519 [00:18<03:41,  2.18it/s]
      48/80      0.94G     0.9109       1.58     0.5654      1.205         10        640:   7%|▋         | 36/519 [00:18<03:41,  2.18it/s]
      48/80      0.94G     0.9109       1.58     0.5654      1.205         10        640:   7%|▋         | 37/519 [00:18<03:13,  2.49it/s]
      48/80      0.94G      0.908      1.574     0.5651      1.204         13        640:   7%|▋         | 37/519 [00:19<03:13,  2.49it/s]
      48/80      0.94G      0.908      1.574     0.5651      1.204         13        640:   7%|▋         | 38/519 [00:19<05:11,  1.54it/s]
      48/80      0.94G     0.9028      1.573     0.5677      1.204         10        640:   7%|▋         | 38/519 [00:20<05:11,  1.54it/s]
      48/80      0.94G     0.9028      1.573     0.5677      1.204         10        640:   8%|▊         | 39/519 [00:20<04:18,  1.86it/s]
      48/80      0.94G     0.8971      1.568     0.5654      1.202         13        640:   8%|▊         | 39/519 [00:20<04:18,  1.86it/s]
      48/80      0.94G     0.8971      1.568     0.5654      1.202         13        640:   8%|▊         | 40/519 [00:20<03:32,  2.25it/s]
      48/80      0.94G     0.8971      1.572     0.5661        1.2         11        640:   8%|▊         | 40/519 [00:20<03:32,  2.25it/s]
      48/80      0.94G     0.8971      1.572     0.5661        1.2         11        640:   8%|▊         | 41/519 [00:20<02:59,  2.67it/s]
      48/80      0.94G      0.904      1.582     0.5683      1.208          9        640:   8%|▊         | 41/519 [00:21<02:59,  2.67it/s]
      48/80      0.94G      0.904      1.582     0.5683      1.208          9        640:   8%|▊         | 42/519 [00:21<04:41,  1.69it/s]
      48/80      0.94G     0.9054      1.575     0.5658      1.207         11        640:   8%|▊         | 42/519 [00:21<04:41,  1.69it/s]
      48/80      0.94G     0.9054      1.575     0.5658      1.207         11        640:   8%|▊         | 43/519 [00:21<03:49,  2.07it/s]
      48/80      0.94G     0.9067      1.574     0.5671      1.208          9        640:   8%|▊         | 43/519 [00:22<03:49,  2.07it/s]
      48/80      0.94G     0.9067      1.574     0.5671      1.208          9        640:   8%|▊         | 44/519 [00:22<03:51,  2.05it/s]
      48/80      0.94G     0.9029      1.563     0.5649      1.207         12        640:   8%|▊         | 44/519 [00:22<03:51,  2.05it/s]
      48/80      0.94G     0.9029      1.563     0.5649      1.207         12        640:   9%|▊         | 45/519 [00:22<03:10,  2.48it/s]
      48/80      0.94G     0.9037       1.55     0.5619      1.206          8        640:   9%|▊         | 45/519 [00:23<03:10,  2.48it/s]
      48/80      0.94G     0.9037       1.55     0.5619      1.206          8        640:   9%|▉         | 46/519 [00:23<04:11,  1.88it/s]
      48/80      0.94G     0.9075      1.556     0.5671      1.211          9        640:   9%|▉         | 46/519 [00:23<04:11,  1.88it/s]
      48/80      0.94G     0.9075      1.556     0.5671      1.211          9        640:   9%|▉         | 47/519 [00:23<03:25,  2.29it/s]
      48/80      0.94G     0.9057      1.551     0.5646      1.211          9        640:   9%|▉         | 47/519 [00:24<03:25,  2.29it/s]
      48/80      0.94G     0.9057      1.551     0.5646      1.211          9        640:   9%|▉         | 48/519 [00:24<05:05,  1.54it/s]
      48/80      0.94G     0.9059      1.559     0.5625      1.212         13        640:   9%|▉         | 48/519 [00:24<05:05,  1.54it/s]
      48/80      0.94G     0.9059      1.559     0.5625      1.212         13        640:   9%|▉         | 49/519 [00:24<04:10,  1.88it/s]
      48/80      0.94G      0.901      1.544     0.5588      1.207          8        640:   9%|▉         | 49/519 [00:25<04:10,  1.88it/s]
      48/80      0.94G      0.901      1.544     0.5588      1.207          8        640:  10%|▉         | 50/519 [00:25<03:30,  2.22it/s]
      48/80      0.94G     0.8946      1.535      0.555      1.203         14        640:  10%|▉         | 50/519 [00:25<03:30,  2.22it/s]
      48/80      0.94G     0.8946      1.535      0.555      1.203         14        640:  10%|▉         | 51/519 [00:25<03:00,  2.59it/s]
      48/80      0.94G     0.8932      1.531     0.5569      1.202          8        640:  10%|▉         | 51/519 [00:26<03:00,  2.59it/s]
      48/80      0.94G     0.8932      1.531     0.5569      1.202          8        640:  10%|█         | 52/519 [00:26<04:27,  1.75it/s]
      48/80      0.94G     0.8923      1.525      0.559        1.2         11        640:  10%|█         | 52/519 [00:26<04:27,  1.75it/s]
      48/80      0.94G     0.8923      1.525      0.559        1.2         11        640:  10%|█         | 53/519 [00:26<03:40,  2.11it/s]
      48/80      0.94G     0.8918      1.523     0.5593      1.199         15        640:  10%|█         | 53/519 [00:26<03:40,  2.11it/s]
      48/80      0.94G     0.8918      1.523     0.5593      1.199         15        640:  10%|█         | 54/519 [00:26<03:09,  2.45it/s]
      48/80      0.94G     0.8967      1.527     0.5621      1.201         10        640:  10%|█         | 54/519 [00:27<03:09,  2.45it/s]
      48/80      0.94G     0.8967      1.527     0.5621      1.201         10        640:  11%|█         | 55/519 [00:27<02:39,  2.91it/s]
      48/80      0.94G     0.8963      1.521     0.5589      1.199          9        640:  11%|█         | 55/519 [00:27<02:39,  2.91it/s]
      48/80      0.94G     0.8963      1.521     0.5589      1.199          9        640:  11%|█         | 56/519 [00:27<02:57,  2.61it/s]
      48/80      0.94G     0.9058      1.529     0.5624      1.203         10        640:  11%|█         | 56/519 [00:27<02:57,  2.61it/s]
      48/80      0.94G     0.9058      1.529     0.5624      1.203         10        640:  11%|█         | 57/519 [00:27<02:28,  3.12it/s]
      48/80      0.94G     0.9024      1.523     0.5607        1.2          9        640:  11%|█         | 57/519 [00:28<02:28,  3.12it/s]
      48/80      0.94G     0.9024      1.523     0.5607        1.2          9        640:  11%|█         | 58/519 [00:28<02:53,  2.66it/s]
      48/80      0.94G     0.9002      1.523     0.5596      1.198         11        640:  11%|█         | 58/519 [00:28<02:53,  2.66it/s]
      48/80      0.94G     0.9002      1.523     0.5596      1.198         11        640:  11%|█▏        | 59/519 [00:28<02:32,  3.02it/s]
      48/80      0.94G     0.9038      1.533     0.5631      1.199          9        640:  11%|█▏        | 59/519 [00:29<02:32,  3.02it/s]
      48/80      0.94G     0.9038      1.533     0.5631      1.199          9        640:  12%|█▏        | 60/519 [00:29<04:45,  1.61it/s]
      48/80      0.94G      0.899      1.527     0.5606      1.195         11        640:  12%|█▏        | 60/519 [00:30<04:45,  1.61it/s]
      48/80      0.94G      0.899      1.527     0.5606      1.195         11        640:  12%|█▏        | 61/519 [00:30<03:53,  1.96it/s]
      48/80      0.94G     0.9017      1.526     0.5627      1.198         10        640:  12%|█▏        | 61/519 [00:30<03:53,  1.96it/s]
      48/80      0.94G     0.9017      1.526     0.5627      1.198         10        640:  12%|█▏        | 62/519 [00:30<03:12,  2.38it/s]
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      48/80      0.94G     0.8945      1.514     0.5782      1.188          9        640:  36%|███▋      | 189/519 [01:30<02:49,  1.95it/s]
      48/80      0.94G     0.8945      1.514     0.5782      1.188          9        640:  37%|███▋      | 190/519 [01:30<02:28,  2.21it/s]
      48/80      0.94G     0.8937      1.513      0.578      1.187          7        640:  37%|███▋      | 190/519 [01:31<02:28,  2.21it/s]
      48/80      0.94G     0.8937      1.513      0.578      1.187          7        640:  37%|███▋      | 191/519 [01:31<02:38,  2.08it/s]
      48/80      0.94G     0.8942      1.514     0.5783      1.187         13        640:  37%|███▋      | 191/519 [01:31<02:38,  2.08it/s]
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      48/80      0.94G     0.8942      1.514      0.578      1.187          8        640:  37%|███▋      | 192/519 [01:31<02:16,  2.39it/s]
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      48/80      0.94G     0.8936      1.513     0.5776      1.187          7        640:  37%|███▋      | 193/519 [01:32<02:20,  2.32it/s]
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      48/80      0.94G     0.8927      1.511     0.5764      1.186          9        640:  37%|███▋      | 194/519 [01:33<02:04,  2.62it/s]
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      48/80      0.94G     0.8933      1.513     0.5767      1.186          9        640:  38%|███▊      | 195/519 [01:33<03:13,  1.68it/s]
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      48/80      0.94G     0.8946      1.514     0.5769      1.187          9        640:  38%|███▊      | 196/519 [01:33<02:44,  1.97it/s]
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      48/80      0.94G     0.8973      1.517       0.58      1.191          5        640:  38%|███▊      | 199/519 [01:35<04:00,  1.33it/s]
      48/80      0.94G     0.8973      1.517       0.58      1.191          5        640:  39%|███▊      | 200/519 [01:35<03:08,  1.69it/s]
      48/80      0.94G     0.8968      1.517     0.5804      1.191         10        640:  39%|███▊      | 200/519 [01:35<03:08,  1.69it/s]
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      48/80      0.94G     0.8985      1.513     0.5788       1.19         13        640:  39%|███▉      | 205/519 [01:37<02:05,  2.50it/s]
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      48/80      0.94G     0.8999       1.52     0.5794      1.189         13        640:  40%|████      | 209/519 [01:39<02:02,  2.53it/s]
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      48/80      0.94G     0.9004      1.525     0.5791      1.189          9        640:  40%|████      | 210/519 [01:40<01:47,  2.89it/s]
      48/80      0.94G     0.9004      1.525     0.5791      1.189          9        640:  41%|████      | 211/519 [01:40<03:06,  1.65it/s]
      48/80      0.94G     0.9007      1.524     0.5792      1.189          7        640:  41%|████      | 211/519 [01:41<03:06,  1.65it/s]
      48/80      0.94G     0.9007      1.524     0.5792      1.189          7        640:  41%|████      | 212/519 [01:41<02:37,  1.95it/s]
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      48/80      0.94G     0.9024      1.526     0.5808       1.19         14        640:  41%|████      | 213/519 [01:41<02:16,  2.24it/s]
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      48/80      0.94G     0.9039      1.528     0.5811      1.191          9        640:  41%|████      | 214/519 [01:42<01:59,  2.56it/s]
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      48/80      0.94G     0.9035      1.527     0.5793       1.19          8        640:  42%|████▏     | 220/519 [01:44<01:23,  3.57it/s]
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      48/80      0.94G     0.9041      1.529     0.5806      1.191         10        640:  43%|████▎     | 224/519 [01:45<01:59,  2.46it/s]
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      48/80      0.94G     0.9046      1.531     0.5802       1.19         12        640:  44%|████▍     | 228/519 [01:47<02:24,  2.01it/s]
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      48/80      0.94G     0.9046       1.53       0.58      1.189         10        640:  44%|████▍     | 229/519 [01:47<02:00,  2.41it/s]
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      48/80      0.94G     0.9031      1.534     0.5814      1.188          9        640:  45%|████▌     | 235/519 [01:51<02:45,  1.72it/s]
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      48/80      0.94G     0.9025       1.54     0.5813      1.188         10        640:  46%|████▌     | 239/519 [01:53<02:33,  1.82it/s]
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      48/80      0.94G     0.9038      1.541     0.5823      1.189         10        640:  48%|████▊     | 248/519 [01:57<02:16,  1.99it/s]
      48/80      0.94G     0.9031       1.54     0.5817      1.188         13        640:  48%|████▊     | 248/519 [01:57<02:16,  1.99it/s]
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      48/80      0.94G     0.9036       1.54     0.5812      1.188         10        640:  48%|████▊     | 249/519 [01:57<01:51,  2.42it/s]
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      48/80      0.94G      0.903      1.538     0.5813      1.187         12        640:  48%|████▊     | 251/519 [01:58<02:05,  2.13it/s]
      48/80      0.94G      0.903      1.538     0.5813      1.187         12        640:  49%|████▊     | 252/519 [01:58<01:43,  2.57it/s]
      48/80      0.94G     0.9018      1.538      0.581      1.187          8        640:  49%|████▊     | 252/519 [01:58<01:43,  2.57it/s]
      48/80      0.94G     0.9018      1.538      0.581      1.187          8        640:  49%|████▊     | 253/519 [01:58<01:33,  2.86it/s]
      48/80      0.94G     0.9011      1.536     0.5805      1.187         12        640:  49%|████▊     | 253/519 [01:59<01:33,  2.86it/s]
      48/80      0.94G     0.9011      1.536     0.5805      1.187         12        640:  49%|████▉     | 254/519 [01:59<01:20,  3.31it/s]
      48/80      0.94G     0.9015      1.537     0.5806      1.187          7        640:  49%|████▉     | 254/519 [02:00<01:20,  3.31it/s]
      48/80      0.94G     0.9015      1.537     0.5806      1.187          7        640:  49%|████▉     | 255/519 [02:00<02:24,  1.83it/s]
      48/80      0.94G     0.9018      1.539     0.5819      1.187          7        640:  49%|████▉     | 255/519 [02:00<02:24,  1.83it/s]
      48/80      0.94G     0.9018      1.539     0.5819      1.187          7        640:  49%|████▉     | 256/519 [02:00<02:00,  2.18it/s]
      48/80      0.94G     0.9014      1.537     0.5816      1.187         12        640:  49%|████▉     | 256/519 [02:00<02:00,  2.18it/s]
      48/80      0.94G     0.9014      1.537     0.5816      1.187         12        640:  50%|████▉     | 257/519 [02:00<01:44,  2.50it/s]
      48/80      0.94G     0.9016      1.541     0.5816      1.186         11        640:  50%|████▉     | 257/519 [02:00<01:44,  2.50it/s]
      48/80      0.94G     0.9016      1.541     0.5816      1.186         11        640:  50%|████▉     | 258/519 [02:00<01:27,  2.99it/s]
      48/80      0.94G     0.9014      1.542     0.5823      1.187          5        640:  50%|████▉     | 258/519 [02:01<01:27,  2.99it/s]
      48/80      0.94G     0.9014      1.542     0.5823      1.187          5        640:  50%|████▉     | 259/519 [02:01<02:25,  1.79it/s]
      48/80      0.94G     0.9027      1.544     0.5824      1.187          9        640:  50%|████▉     | 259/519 [02:02<02:25,  1.79it/s]
      48/80      0.94G     0.9027      1.544     0.5824      1.187          9        640:  50%|█████     | 260/519 [02:02<02:02,  2.11it/s]
      48/80      0.94G     0.9023      1.544      0.582      1.187          9        640:  50%|█████     | 260/519 [02:02<02:02,  2.11it/s]
      48/80      0.94G     0.9023      1.544      0.582      1.187          9        640:  50%|█████     | 261/519 [02:02<01:47,  2.39it/s]
      48/80      0.94G     0.9028      1.544     0.5815      1.188          8        640:  50%|█████     | 261/519 [02:02<01:47,  2.39it/s]
      48/80      0.94G     0.9028      1.544     0.5815      1.188          8        640:  50%|█████     | 262/519 [02:02<01:32,  2.77it/s]
      48/80      0.94G      0.904      1.543     0.5824      1.189          8        640:  50%|█████     | 262/519 [02:03<01:32,  2.77it/s]
      48/80      0.94G      0.904      1.543     0.5824      1.189          8        640:  51%|█████     | 263/519 [02:03<02:32,  1.68it/s]
      48/80      0.94G      0.903      1.542     0.5823      1.188         10        640:  51%|█████     | 263/519 [02:04<02:32,  1.68it/s]
      48/80      0.94G      0.903      1.542     0.5823      1.188         10        640:  51%|█████     | 264/519 [02:04<02:03,  2.06it/s]
      48/80      0.94G     0.9024      1.541     0.5821      1.188          9        640:  51%|█████     | 264/519 [02:04<02:03,  2.06it/s]
      48/80      0.94G     0.9024      1.541     0.5821      1.188          9        640:  51%|█████     | 265/519 [02:04<01:44,  2.43it/s]
      48/80      0.94G     0.9029      1.546      0.583      1.189          7        640:  51%|█████     | 265/519 [02:04<01:44,  2.43it/s]
      48/80      0.94G     0.9029      1.546      0.583      1.189          7        640:  51%|█████▏    | 266/519 [02:04<01:29,  2.83it/s]
      48/80      0.94G     0.9027      1.549     0.5834      1.189          9        640:  51%|█████▏    | 266/519 [02:05<01:29,  2.83it/s]
      48/80      0.94G     0.9027      1.549     0.5834      1.189          9        640:  51%|█████▏    | 267/519 [02:05<02:06,  2.00it/s]
      48/80      0.94G      0.904      1.552      0.584       1.19          9        640:  51%|█████▏    | 267/519 [02:05<02:06,  2.00it/s]
      48/80      0.94G      0.904      1.552      0.584       1.19          9        640:  52%|█████▏    | 268/519 [02:05<01:44,  2.40it/s]
      48/80      0.94G     0.9063      1.554     0.5848      1.191          9        640:  52%|█████▏    | 268/519 [02:05<01:44,  2.40it/s]
      48/80      0.94G     0.9063      1.554     0.5848      1.191          9        640:  52%|█████▏    | 269/519 [02:05<01:31,  2.74it/s]
      48/80      0.94G     0.9063      1.557     0.5846      1.192         11        640:  52%|█████▏    | 269/519 [02:06<01:31,  2.74it/s]
      48/80      0.94G     0.9063      1.557     0.5846      1.192         11        640:  52%|█████▏    | 270/519 [02:06<01:20,  3.09it/s]
      48/80      0.94G     0.9064      1.556     0.5845      1.192         12        640:  52%|█████▏    | 270/519 [02:07<01:20,  3.09it/s]
      48/80      0.94G     0.9064      1.556     0.5845      1.192         12        640:  52%|█████▏    | 271/519 [02:07<02:27,  1.68it/s]
      48/80      0.94G     0.9066      1.556      0.585      1.192         12        640:  52%|█████▏    | 271/519 [02:07<02:27,  1.68it/s]
      48/80      0.94G     0.9066      1.556      0.585      1.192         12        640:  52%|█████▏    | 272/519 [02:07<01:58,  2.09it/s]
      48/80      0.94G     0.9078      1.557     0.5858      1.193         12        640:  52%|█████▏    | 272/519 [02:07<01:58,  2.09it/s]
      48/80      0.94G     0.9078      1.557     0.5858      1.193         12        640:  53%|█████▎    | 273/519 [02:07<01:42,  2.39it/s]
      48/80      0.94G     0.9078      1.558     0.5864      1.193         10        640:  53%|█████▎    | 273/519 [02:08<01:42,  2.39it/s]
      48/80      0.94G     0.9078      1.558     0.5864      1.193         10        640:  53%|█████▎    | 274/519 [02:08<01:28,  2.77it/s]
      48/80      0.94G     0.9087      1.559     0.5869      1.194          8        640:  53%|█████▎    | 274/519 [02:08<01:28,  2.77it/s]
      48/80      0.94G     0.9087      1.559     0.5869      1.194          8        640:  53%|█████▎    | 275/519 [02:08<02:02,  2.00it/s]
      48/80      0.94G     0.9082      1.559     0.5874      1.194          5        640:  53%|█████▎    | 275/519 [02:09<02:02,  2.00it/s]
      48/80      0.94G     0.9082      1.559     0.5874      1.194          5        640:  53%|█████▎    | 276/519 [02:09<01:45,  2.31it/s]
      48/80      0.94G     0.9073      1.557     0.5866      1.193         11        640:  53%|█████▎    | 276/519 [02:09<01:45,  2.31it/s]
      48/80      0.94G     0.9073      1.557     0.5866      1.193         11        640:  53%|█████▎    | 277/519 [02:09<01:35,  2.54it/s]
      48/80      0.94G     0.9073      1.559     0.5868      1.193         10        640:  53%|█████▎    | 277/519 [02:09<01:35,  2.54it/s]
      48/80      0.94G     0.9073      1.559     0.5868      1.193         10        640:  54%|█████▎    | 278/519 [02:09<01:24,  2.85it/s]
      48/80      0.94G     0.9077       1.56     0.5869      1.194         11        640:  54%|█████▎    | 278/519 [02:10<01:24,  2.85it/s]
      48/80      0.94G     0.9077       1.56     0.5869      1.194         11        640:  54%|█████▍    | 279/519 [02:10<02:11,  1.82it/s]
      48/80      0.94G     0.9078      1.559     0.5862      1.194         13        640:  54%|█████▍    | 279/519 [02:10<02:11,  1.82it/s]
      48/80      0.94G     0.9078      1.559     0.5862      1.194         13        640:  54%|█████▍    | 280/519 [02:10<01:47,  2.22it/s]
      48/80      0.94G     0.9071      1.559     0.5857      1.194         12        640:  54%|█████▍    | 280/519 [02:11<01:47,  2.22it/s]
      48/80      0.94G     0.9071      1.559     0.5857      1.194         12        640:  54%|█████▍    | 281/519 [02:11<01:35,  2.50it/s]
      48/80      0.94G     0.9066      1.557     0.5851      1.194          9        640:  54%|█████▍    | 281/519 [02:11<01:35,  2.50it/s]
      48/80      0.94G     0.9066      1.557     0.5851      1.194          9        640:  54%|█████▍    | 282/519 [02:11<01:22,  2.87it/s]
      48/80      0.94G     0.9062      1.557     0.5847      1.193          8        640:  54%|█████▍    | 282/519 [02:12<01:22,  2.87it/s]
      48/80      0.94G     0.9062      1.557     0.5847      1.193          8        640:  55%|█████▍    | 283/519 [02:12<01:47,  2.19it/s]
      48/80      0.94G     0.9068      1.557     0.5844      1.193         10        640:  55%|█████▍    | 283/519 [02:12<01:47,  2.19it/s]
      48/80      0.94G     0.9068      1.557     0.5844      1.193         10        640:  55%|█████▍    | 284/519 [02:12<01:34,  2.48it/s]
      48/80      0.94G     0.9072      1.558     0.5841      1.193         10        640:  55%|█████▍    | 284/519 [02:12<01:34,  2.48it/s]
      48/80      0.94G     0.9072      1.558     0.5841      1.193         10        640:  55%|█████▍    | 285/519 [02:12<01:20,  2.92it/s]
      48/80      0.94G     0.9075      1.558     0.5851      1.194         14        640:  55%|█████▍    | 285/519 [02:12<01:20,  2.92it/s]
      48/80      0.94G     0.9075      1.558     0.5851      1.194         14        640:  55%|█████▌    | 286/519 [02:12<01:14,  3.12it/s]
      48/80      0.94G     0.9084      1.558     0.5855      1.194          7        640:  55%|█████▌    | 286/519 [02:13<01:14,  3.12it/s]
      48/80      0.94G     0.9084      1.558     0.5855      1.194          7        640:  55%|█████▌    | 287/519 [02:13<01:40,  2.31it/s]
      48/80      0.94G     0.9087      1.559     0.5861      1.195          8        640:  55%|█████▌    | 287/519 [02:13<01:40,  2.31it/s]
      48/80      0.94G     0.9087      1.559     0.5861      1.195          8        640:  55%|█████▌    | 288/519 [02:13<01:33,  2.46it/s]
      48/80      0.94G     0.9088      1.558     0.5858      1.194          8        640:  55%|█████▌    | 288/519 [02:14<01:33,  2.46it/s]
      48/80      0.94G     0.9088      1.558     0.5858      1.194          8        640:  56%|█████▌    | 289/519 [02:14<01:19,  2.89it/s]
      48/80      0.94G     0.9092      1.557     0.5861      1.194         11        640:  56%|█████▌    | 289/519 [02:15<01:19,  2.89it/s]
      48/80      0.94G     0.9092      1.557     0.5861      1.194         11        640:  56%|█████▌    | 290/519 [02:15<02:02,  1.88it/s]
      48/80      0.94G     0.9093      1.556     0.5858      1.194          7        640:  56%|█████▌    | 290/519 [02:16<02:02,  1.88it/s]
      48/80      0.94G     0.9093      1.556     0.5858      1.194          7        640:  56%|█████▌    | 291/519 [02:16<02:25,  1.57it/s]
      48/80      0.94G     0.9088      1.555     0.5851      1.194          7        640:  56%|█████▌    | 291/519 [02:16<02:25,  1.57it/s]
      48/80      0.94G     0.9088      1.555     0.5851      1.194          7        640:  56%|█████▋    | 292/519 [02:16<02:04,  1.83it/s]
      48/80      0.94G     0.9097      1.554     0.5849      1.194          7        640:  56%|█████▋    | 292/519 [02:16<02:04,  1.83it/s]
      48/80      0.94G     0.9097      1.554     0.5849      1.194          7        640:  56%|█████▋    | 293/519 [02:16<01:48,  2.08it/s]
      48/80      0.94G     0.9106      1.555     0.5851      1.195          9        640:  56%|█████▋    | 293/519 [02:16<01:48,  2.08it/s]
      48/80      0.94G     0.9106      1.555     0.5851      1.195          9        640:  57%|█████▋    | 294/519 [02:16<01:28,  2.53it/s]
      48/80      0.94G     0.9109      1.556     0.5848      1.195         10        640:  57%|█████▋    | 294/519 [02:17<01:28,  2.53it/s]
      48/80      0.94G     0.9109      1.556     0.5848      1.195         10        640:  57%|█████▋    | 295/519 [02:17<01:23,  2.68it/s]
      48/80      0.94G     0.9113      1.557      0.585      1.195         10        640:  57%|█████▋    | 295/519 [02:18<01:23,  2.68it/s]
      48/80      0.94G     0.9113      1.557      0.585      1.195         10        640:  57%|█████▋    | 296/519 [02:18<02:07,  1.75it/s]
      48/80      0.94G     0.9111      1.558     0.5855      1.195         10        640:  57%|█████▋    | 296/519 [02:18<02:07,  1.75it/s]
      48/80      0.94G     0.9111      1.558     0.5855      1.195         10        640:  57%|█████▋    | 297/519 [02:18<01:46,  2.08it/s]
      48/80      0.94G     0.9108      1.556     0.5853      1.195          8        640:  57%|█████▋    | 297/519 [02:18<01:46,  2.08it/s]
      48/80      0.94G     0.9108      1.556     0.5853      1.195          8        640:  57%|█████▋    | 298/519 [02:18<01:29,  2.47it/s]
      48/80      0.94G     0.9113      1.557     0.5856      1.195          8        640:  57%|█████▋    | 298/519 [02:18<01:29,  2.47it/s]
      48/80      0.94G     0.9113      1.557     0.5856      1.195          8        640:  58%|█████▊    | 299/519 [02:18<01:16,  2.88it/s]
      48/80      0.94G     0.9109      1.556      0.585      1.195         12        640:  58%|█████▊    | 299/519 [02:20<01:16,  2.88it/s]
      48/80      0.94G     0.9109      1.556      0.585      1.195         12        640:  58%|█████▊    | 300/519 [02:20<02:48,  1.30it/s]
      48/80      0.94G     0.9119      1.554     0.5849      1.195          9        640:  58%|█████▊    | 300/519 [02:20<02:48,  1.30it/s]
      48/80      0.94G     0.9119      1.554     0.5849      1.195          9        640:  58%|█████▊    | 301/519 [02:20<02:11,  1.65it/s]
      48/80      0.94G     0.9114      1.554     0.5846      1.195         11        640:  58%|█████▊    | 301/519 [02:21<02:11,  1.65it/s]
      48/80      0.94G     0.9114      1.554     0.5846      1.195         11        640:  58%|█████▊    | 302/519 [02:21<01:45,  2.07it/s]
      48/80      0.94G     0.9111      1.553     0.5842      1.195         14        640:  58%|█████▊    | 302/519 [02:21<01:45,  2.07it/s]
      48/80      0.94G     0.9111      1.553     0.5842      1.195         14        640:  58%|█████▊    | 303/519 [02:21<01:30,  2.39it/s]
      48/80      0.94G     0.9104      1.552     0.5836      1.194          8        640:  58%|█████▊    | 303/519 [02:22<01:30,  2.39it/s]
      48/80      0.94G     0.9104      1.552     0.5836      1.194          8        640:  59%|█████▊    | 304/519 [02:22<02:19,  1.54it/s]
      48/80      0.94G     0.9102       1.55      0.583      1.194          8        640:  59%|█████▊    | 304/519 [02:22<02:19,  1.54it/s]
      48/80      0.94G     0.9102       1.55      0.583      1.194          8        640:  59%|█████▉    | 305/519 [02:22<01:48,  1.97it/s]
      48/80      0.94G     0.9105       1.55     0.5839      1.194         13        640:  59%|█████▉    | 305/519 [02:22<01:48,  1.97it/s]
      48/80      0.94G     0.9105       1.55     0.5839      1.194         13        640:  59%|█████▉    | 306/519 [02:22<01:29,  2.39it/s]
      48/80      0.94G     0.9098      1.549      0.584      1.194          8        640:  59%|█████▉    | 306/519 [02:23<01:29,  2.39it/s]
      48/80      0.94G     0.9098      1.549      0.584      1.194          8        640:  59%|█████▉    | 307/519 [02:23<01:18,  2.69it/s]
      48/80      0.94G     0.9103      1.551     0.5852      1.195         10        640:  59%|█████▉    | 307/519 [02:24<01:18,  2.69it/s]
      48/80      0.94G     0.9103      1.551     0.5852      1.195         10        640:  59%|█████▉    | 308/519 [02:24<02:34,  1.36it/s]
      48/80      0.94G     0.9114      1.553      0.585      1.197          5        640:  59%|█████▉    | 308/519 [02:25<02:34,  1.36it/s]
      48/80      0.94G     0.9114      1.553      0.585      1.197          5        640:  60%|█████▉    | 309/519 [02:25<02:02,  1.71it/s]
      48/80      0.94G     0.9105      1.551     0.5842      1.196         14        640:  60%|█████▉    | 309/519 [02:25<02:02,  1.71it/s]
      48/80      0.94G     0.9105      1.551     0.5842      1.196         14        640:  60%|█████▉    | 310/519 [02:25<01:40,  2.09it/s]
      48/80      0.94G     0.9111      1.552     0.5844      1.196          7        640:  60%|█████▉    | 310/519 [02:25<01:40,  2.09it/s]
      48/80      0.94G     0.9111      1.552     0.5844      1.196          7        640:  60%|█████▉    | 311/519 [02:25<01:24,  2.47it/s]
      48/80      0.94G     0.9116      1.551     0.5848      1.196         12        640:  60%|█████▉    | 311/519 [02:26<01:24,  2.47it/s]
      48/80      0.94G     0.9116      1.551     0.5848      1.196         12        640:  60%|██████    | 312/519 [02:26<02:23,  1.44it/s]
      48/80      0.94G     0.9117      1.553     0.5851      1.197          7        640:  60%|██████    | 312/519 [02:27<02:23,  1.44it/s]
      48/80      0.94G     0.9117      1.553     0.5851      1.197          7        640:  60%|██████    | 313/519 [02:27<01:55,  1.79it/s]
      48/80      0.94G     0.9118      1.554     0.5853      1.197         10        640:  60%|██████    | 313/519 [02:27<01:55,  1.79it/s]
      48/80      0.94G     0.9118      1.554     0.5853      1.197         10        640:  61%|██████    | 314/519 [02:27<01:34,  2.16it/s]
      48/80      0.94G     0.9112      1.552     0.5846      1.198          5        640:  61%|██████    | 314/519 [02:27<01:34,  2.16it/s]
      48/80      0.94G     0.9112      1.552     0.5846      1.198          5        640:  61%|██████    | 315/519 [02:27<01:21,  2.50it/s]
      48/80      0.94G      0.912      1.553     0.5848      1.198         10        640:  61%|██████    | 315/519 [02:28<01:21,  2.50it/s]
      48/80      0.94G      0.912      1.553     0.5848      1.198         10        640:  61%|██████    | 316/519 [02:28<02:01,  1.68it/s]
      48/80      0.94G     0.9128      1.552     0.5848      1.198         12        640:  61%|██████    | 316/519 [02:28<02:01,  1.68it/s]
      48/80      0.94G     0.9128      1.552     0.5848      1.198         12        640:  61%|██████    | 317/519 [02:28<01:43,  1.95it/s]
      48/80      0.94G     0.9127      1.552     0.5847      1.198         11        640:  61%|██████    | 317/519 [02:29<01:43,  1.95it/s]
      48/80      0.94G     0.9127      1.552     0.5847      1.198         11        640:  61%|██████▏   | 318/519 [02:29<01:24,  2.38it/s]
      48/80      0.94G     0.9128      1.552     0.5843      1.198          9        640:  61%|██████▏   | 318/519 [02:29<01:24,  2.38it/s]
      48/80      0.94G     0.9128      1.552     0.5843      1.198          9        640:  61%|██████▏   | 319/519 [02:29<01:12,  2.77it/s]
      48/80      0.94G     0.9126      1.552      0.584      1.198         13        640:  61%|██████▏   | 319/519 [02:30<01:12,  2.77it/s]
      48/80      0.94G     0.9126      1.552      0.584      1.198         13        640:  62%|██████▏   | 320/519 [02:30<01:37,  2.04it/s]
      48/80      0.94G     0.9127      1.551     0.5837      1.198          8        640:  62%|██████▏   | 320/519 [02:30<01:37,  2.04it/s]
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      48/80      0.94G     0.9147      1.555     0.5851        1.2          7        640:  62%|██████▏   | 321/519 [02:30<01:22,  2.40it/s]
      48/80      0.94G     0.9147      1.555     0.5851        1.2          7        640:  62%|██████▏   | 322/519 [02:30<01:09,  2.83it/s]
      48/80      0.94G     0.9149      1.555     0.5853      1.199         11        640:  62%|██████▏   | 322/519 [02:30<01:09,  2.83it/s]
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      48/80      0.94G     0.9148      1.555     0.5852      1.199          9        640:  62%|██████▏   | 324/519 [02:31<01:46,  1.82it/s]
      48/80      0.94G     0.9152      1.555     0.5852      1.199          8        640:  62%|██████▏   | 324/519 [02:32<01:46,  1.82it/s]
      48/80      0.94G     0.9152      1.555     0.5852      1.199          8        640:  63%|██████▎   | 325/519 [02:32<01:28,  2.18it/s]
      48/80      0.94G     0.9152      1.555     0.5849      1.199          9        640:  63%|██████▎   | 325/519 [02:32<01:28,  2.18it/s]
      48/80      0.94G     0.9152      1.555     0.5849      1.199          9        640:  63%|██████▎   | 326/519 [02:32<01:11,  2.68it/s]
      48/80      0.94G     0.9154      1.554     0.5845      1.199          8        640:  63%|██████▎   | 326/519 [02:32<01:11,  2.68it/s]
      48/80      0.94G     0.9154      1.554     0.5845      1.199          8        640:  63%|██████▎   | 327/519 [02:32<01:03,  3.00it/s]
      48/80      0.94G     0.9168      1.557     0.5852        1.2          6        640:  63%|██████▎   | 327/519 [02:33<01:03,  3.00it/s]
      48/80      0.94G     0.9168      1.557     0.5852        1.2          6        640:  63%|██████▎   | 328/519 [02:33<01:53,  1.68it/s]
      48/80      0.94G     0.9163      1.557     0.5849        1.2         13        640:  63%|██████▎   | 328/519 [02:34<01:53,  1.68it/s]
      48/80      0.94G     0.9163      1.557     0.5849        1.2         13        640:  63%|██████▎   | 329/519 [02:34<01:32,  2.05it/s]
      48/80      0.94G     0.9156      1.557     0.5849        1.2         13        640:  63%|██████▎   | 329/519 [02:34<01:32,  2.05it/s]
      48/80      0.94G     0.9156      1.557     0.5849        1.2         13        640:  64%|██████▎   | 330/519 [02:34<01:17,  2.43it/s]
      48/80      0.94G     0.9146      1.557     0.5846      1.199         11        640:  64%|██████▎   | 330/519 [02:34<01:17,  2.43it/s]
      48/80      0.94G     0.9146      1.557     0.5846      1.199         11        640:  64%|██████▍   | 331/519 [02:34<01:08,  2.75it/s]
      48/80      0.94G     0.9159      1.558     0.5849        1.2          9        640:  64%|██████▍   | 331/519 [02:35<01:08,  2.75it/s]
      48/80      0.94G     0.9159      1.558     0.5849        1.2          9        640:  64%|██████▍   | 332/519 [02:35<02:03,  1.51it/s]
      48/80      0.94G     0.9152      1.558     0.5845      1.199         12        640:  64%|██████▍   | 332/519 [02:36<02:03,  1.51it/s]
      48/80      0.94G     0.9152      1.558     0.5845      1.199         12        640:  64%|██████▍   | 333/519 [02:36<01:38,  1.89it/s]
      48/80      0.94G     0.9155      1.558     0.5847      1.199         11        640:  64%|██████▍   | 333/519 [02:36<01:38,  1.89it/s]
      48/80      0.94G     0.9155      1.558     0.5847      1.199         11        640:  64%|██████▍   | 334/519 [02:36<01:18,  2.36it/s]
      48/80      0.94G     0.9149      1.558     0.5842      1.199         12        640:  64%|██████▍   | 334/519 [02:36<01:18,  2.36it/s]
      48/80      0.94G     0.9149      1.558     0.5842      1.199         12        640:  65%|██████▍   | 335/519 [02:36<01:07,  2.72it/s]
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      48/80      0.94G     0.9151      1.558     0.5839      1.199          6        640:  65%|██████▍   | 336/519 [02:37<01:30,  2.02it/s]
      48/80      0.94G     0.9147      1.559     0.5837      1.198          9        640:  65%|██████▍   | 336/519 [02:37<01:30,  2.02it/s]
      48/80      0.94G     0.9147      1.559     0.5837      1.198          9        640:  65%|██████▍   | 337/519 [02:37<01:16,  2.37it/s]
      48/80      0.94G     0.9144      1.559     0.5834      1.198         13        640:  65%|██████▍   | 337/519 [02:37<01:16,  2.37it/s]
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      48/80      0.94G     0.9153      1.559     0.5839      1.199         12        640:  65%|██████▌   | 338/519 [02:38<01:06,  2.72it/s]
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      48/80      0.94G     0.9152      1.558     0.5838      1.198          9        640:  66%|██████▌   | 340/519 [02:38<01:07,  2.67it/s]
      48/80      0.94G     0.9152      1.558     0.5838      1.198          9        640:  66%|██████▌   | 341/519 [02:38<01:08,  2.61it/s]
      48/80      0.94G     0.9161      1.558      0.584      1.199          6        640:  66%|██████▌   | 341/519 [02:39<01:08,  2.61it/s]
      48/80      0.94G     0.9161      1.558      0.584      1.199          6        640:  66%|██████▌   | 342/519 [02:39<01:30,  1.96it/s]
      48/80      0.94G      0.916      1.558     0.5841      1.199         13        640:  66%|██████▌   | 342/519 [02:39<01:30,  1.96it/s]
      48/80      0.94G      0.916      1.558     0.5841      1.199         13        640:  66%|██████▌   | 343/519 [02:39<01:11,  2.46it/s]
      48/80      0.94G     0.9163      1.559     0.5837        1.2          5        640:  66%|██████▌   | 343/519 [02:40<01:11,  2.46it/s]
      48/80      0.94G     0.9163      1.559     0.5837        1.2          5        640:  66%|██████▋   | 344/519 [02:40<01:02,  2.78it/s]
      48/80      0.94G     0.9159      1.559     0.5836        1.2          7        640:  66%|██████▋   | 344/519 [02:40<01:02,  2.78it/s]
      48/80      0.94G     0.9159      1.559     0.5836        1.2          7        640:  66%|██████▋   | 345/519 [02:40<00:55,  3.12it/s]
      48/80      0.94G     0.9157      1.558     0.5838        1.2         10        640:  66%|██████▋   | 345/519 [02:41<00:55,  3.12it/s]
      48/80      0.94G     0.9157      1.558     0.5838        1.2         10        640:  67%|██████▋   | 346/519 [02:41<01:34,  1.83it/s]
      48/80      0.94G     0.9157      1.558     0.5835        1.2         16        640:  67%|██████▋   | 346/519 [02:41<01:34,  1.83it/s]
      48/80      0.94G     0.9157      1.558     0.5835        1.2         16        640:  67%|██████▋   | 347/519 [02:41<01:18,  2.20it/s]
      48/80      0.94G     0.9154      1.557     0.5835      1.199          9        640:  67%|██████▋   | 347/519 [02:41<01:18,  2.20it/s]
      48/80      0.94G     0.9154      1.557     0.5835      1.199          9        640:  67%|██████▋   | 348/519 [02:41<01:05,  2.59it/s]
      48/80      0.94G     0.9154      1.556     0.5832      1.199         10        640:  67%|██████▋   | 348/519 [02:42<01:05,  2.59it/s]
      48/80      0.94G     0.9154      1.556     0.5832      1.199         10        640:  67%|██████▋   | 349/519 [02:42<01:05,  2.58it/s]
      48/80      0.94G     0.9149      1.557     0.5829      1.199         11        640:  67%|██████▋   | 349/519 [02:43<01:05,  2.58it/s]
      48/80      0.94G     0.9149      1.557     0.5829      1.199         11        640:  67%|██████▋   | 350/519 [02:43<01:53,  1.48it/s]
      48/80      0.94G     0.9143      1.555     0.5825      1.199         12        640:  67%|██████▋   | 350/519 [02:43<01:53,  1.48it/s]
      48/80      0.94G     0.9143      1.555     0.5825      1.199         12        640:  68%|██████▊   | 351/519 [02:43<01:30,  1.85it/s]
      48/80      0.94G     0.9145      1.557     0.5838      1.199         11        640:  68%|██████▊   | 351/519 [02:44<01:30,  1.85it/s]
      48/80      0.94G     0.9145      1.557     0.5838      1.199         11        640:  68%|██████▊   | 352/519 [02:44<01:14,  2.25it/s]
      48/80      0.94G     0.9138      1.557     0.5833      1.199          8        640:  68%|██████▊   | 352/519 [02:44<01:14,  2.25it/s]
      48/80      0.94G     0.9138      1.557     0.5833      1.199          8        640:  68%|██████▊   | 353/519 [02:44<01:04,  2.56it/s]
      48/80      0.94G      0.914      1.556     0.5829      1.199          7        640:  68%|██████▊   | 353/519 [02:45<01:04,  2.56it/s]
      48/80      0.94G      0.914      1.556     0.5829      1.199          7        640:  68%|██████▊   | 354/519 [02:45<01:35,  1.73it/s]
      48/80      0.94G     0.9143      1.557     0.5828      1.199         12        640:  68%|██████▊   | 354/519 [02:45<01:35,  1.73it/s]
      48/80      0.94G     0.9143      1.557     0.5828      1.199         12        640:  68%|██████▊   | 355/519 [02:45<01:19,  2.06it/s]
      48/80      0.94G     0.9141      1.555     0.5824      1.199         11        640:  68%|██████▊   | 355/519 [02:45<01:19,  2.06it/s]
      48/80      0.94G     0.9141      1.555     0.5824      1.199         11        640:  69%|██████▊   | 356/519 [02:45<01:09,  2.34it/s]
      48/80      0.94G     0.9139      1.557     0.5827      1.199          8        640:  69%|██████▊   | 356/519 [02:46<01:09,  2.34it/s]
      48/80      0.94G     0.9139      1.557     0.5827      1.199          8        640:  69%|██████▉   | 357/519 [02:46<01:02,  2.58it/s]
      48/80      0.94G     0.9132      1.555     0.5827      1.198         12        640:  69%|██████▉   | 357/519 [02:47<01:02,  2.58it/s]
      48/80      0.94G     0.9132      1.555     0.5827      1.198         12        640:  69%|██████▉   | 358/519 [02:47<01:49,  1.47it/s]
      48/80      0.94G     0.9141      1.558     0.5826      1.198          9        640:  69%|██████▉   | 358/519 [02:47<01:49,  1.47it/s]
      48/80      0.94G     0.9141      1.558     0.5826      1.198          9        640:  69%|██████▉   | 359/519 [02:47<01:27,  1.82it/s]
      48/80      0.94G     0.9137      1.558     0.5824      1.198         12        640:  69%|██████▉   | 359/519 [02:48<01:27,  1.82it/s]
      48/80      0.94G     0.9137      1.558     0.5824      1.198         12        640:  69%|██████▉   | 360/519 [02:48<01:14,  2.14it/s]
      48/80      0.94G     0.9132       1.56     0.5824      1.198         11        640:  69%|██████▉   | 360/519 [02:48<01:14,  2.14it/s]
      48/80      0.94G     0.9132       1.56     0.5824      1.198         11        640:  70%|██████▉   | 361/519 [02:48<01:02,  2.51it/s]
      48/80      0.94G     0.9125       1.56     0.5825      1.197         13        640:  70%|██████▉   | 361/519 [02:49<01:02,  2.51it/s]
      48/80      0.94G     0.9125       1.56     0.5825      1.197         13        640:  70%|██████▉   | 362/519 [02:49<01:35,  1.64it/s]
      48/80      0.94G     0.9135      1.561     0.5827      1.198         10        640:  70%|██████▉   | 362/519 [02:49<01:35,  1.64it/s]
      48/80      0.94G     0.9135      1.561     0.5827      1.198         10        640:  70%|██████▉   | 363/519 [02:49<01:17,  2.02it/s]
      48/80      0.94G     0.9131      1.559     0.5823      1.198          8        640:  70%|██████▉   | 363/519 [02:49<01:17,  2.02it/s]
      48/80      0.94G     0.9131      1.559     0.5823      1.198          8        640:  70%|███████   | 364/519 [02:49<01:06,  2.33it/s]
      48/80      0.94G     0.9137       1.56      0.583      1.198          9        640:  70%|███████   | 364/519 [02:50<01:06,  2.33it/s]
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      48/80      0.94G     0.9134       1.56     0.5829      1.197         11        640:  70%|███████   | 365/519 [02:51<00:54,  2.81it/s]
      48/80      0.94G     0.9134       1.56     0.5829      1.197         11        640:  71%|███████   | 366/519 [02:51<01:38,  1.56it/s]
      48/80      0.94G     0.9136       1.56     0.5828      1.198          7        640:  71%|███████   | 366/519 [02:51<01:38,  1.56it/s]
      48/80      0.94G     0.9136       1.56     0.5828      1.198          7        640:  71%|███████   | 367/519 [02:51<01:18,  1.93it/s]
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      48/80      0.94G     0.9136      1.561     0.5837      1.198          9        640:  71%|███████   | 368/519 [02:52<01:03,  2.36it/s]
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      48/80      0.94G     0.9139      1.561     0.5838      1.198          7        640:  71%|███████   | 369/519 [02:53<00:54,  2.74it/s]
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      48/80      0.94G     0.9147      1.566     0.5844      1.199         10        640:  71%|███████▏  | 370/519 [02:53<01:36,  1.54it/s]
      48/80      0.94G     0.9147      1.566     0.5844      1.199         10        640:  71%|███████▏  | 371/519 [02:53<01:15,  1.95it/s]
      48/80      0.94G     0.9153      1.567     0.5845        1.2          8        640:  71%|███████▏  | 371/519 [02:53<01:15,  1.95it/s]
      48/80      0.94G     0.9153      1.567     0.5845        1.2          8        640:  72%|███████▏  | 372/519 [02:53<01:05,  2.26it/s]
      48/80      0.94G      0.916      1.568     0.5848        1.2          9        640:  72%|███████▏  | 372/519 [02:54<01:05,  2.26it/s]
      48/80      0.94G      0.916      1.568     0.5848        1.2          9        640:  72%|███████▏  | 373/519 [02:54<00:59,  2.47it/s]
      48/80      0.94G     0.9163      1.568     0.5848        1.2         11        640:  72%|███████▏  | 373/519 [02:55<00:59,  2.47it/s]
      48/80      0.94G     0.9163      1.568     0.5848        1.2         11        640:  72%|███████▏  | 374/519 [02:55<01:14,  1.94it/s]
      48/80      0.94G     0.9163      1.568     0.5847        1.2          8        640:  72%|███████▏  | 374/519 [02:55<01:14,  1.94it/s]
      48/80      0.94G     0.9163      1.568     0.5847        1.2          8        640:  72%|███████▏  | 375/519 [02:55<01:02,  2.32it/s]
      48/80      0.94G     0.9163      1.568     0.5849        1.2         11        640:  72%|███████▏  | 375/519 [02:55<01:02,  2.32it/s]
      48/80      0.94G     0.9163      1.568     0.5849        1.2         11        640:  72%|███████▏  | 376/519 [02:55<00:52,  2.70it/s]
      48/80      0.94G     0.9154      1.568     0.5844        1.2         16        640:  72%|███████▏  | 376/519 [02:55<00:52,  2.70it/s]
      48/80      0.94G     0.9154      1.568     0.5844        1.2         16        640:  73%|███████▎  | 377/519 [02:55<00:45,  3.09it/s]
      48/80      0.94G     0.9148      1.566     0.5839      1.199          8        640:  73%|███████▎  | 377/519 [02:56<00:45,  3.09it/s]
      48/80      0.94G     0.9148      1.566     0.5839      1.199          8        640:  73%|███████▎  | 378/519 [02:56<01:11,  1.98it/s]
      48/80      0.94G     0.9143      1.565     0.5837      1.199         15        640:  73%|███████▎  | 378/519 [02:56<01:11,  1.98it/s]
      48/80      0.94G     0.9143      1.565     0.5837      1.199         15        640:  73%|███████▎  | 379/519 [02:56<00:58,  2.41it/s]
      48/80      0.94G     0.9145      1.565     0.5841      1.199         11        640:  73%|███████▎  | 379/519 [02:56<00:58,  2.41it/s]
      48/80      0.94G     0.9145      1.565     0.5841      1.199         11        640:  73%|███████▎  | 380/519 [02:56<00:47,  2.90it/s]
      48/80      0.94G      0.915      1.566     0.5842      1.199         12        640:  73%|███████▎  | 380/519 [02:57<00:47,  2.90it/s]
      48/80      0.94G      0.915      1.566     0.5842      1.199         12        640:  73%|███████▎  | 381/519 [02:57<00:44,  3.12it/s]
      48/80      0.94G     0.9155      1.566     0.5851      1.199          8        640:  73%|███████▎  | 381/519 [02:57<00:44,  3.12it/s]
      48/80      0.94G     0.9155      1.566     0.5851      1.199          8        640:  74%|███████▎  | 382/519 [02:57<00:58,  2.36it/s]
      48/80      0.94G     0.9161      1.568     0.5853        1.2         11        640:  74%|███████▎  | 382/519 [02:58<00:58,  2.36it/s]
      48/80      0.94G     0.9161      1.568     0.5853        1.2         11        640:  74%|███████▍  | 383/519 [02:58<00:49,  2.75it/s]
      48/80      0.94G     0.9158      1.567      0.585      1.199         13        640:  74%|███████▍  | 383/519 [02:58<00:49,  2.75it/s]
      48/80      0.94G     0.9158      1.567      0.585      1.199         13        640:  74%|███████▍  | 384/519 [02:58<00:47,  2.82it/s]
      48/80      0.94G      0.916      1.566     0.5851      1.199          9        640:  74%|███████▍  | 384/519 [02:58<00:47,  2.82it/s]
      48/80      0.94G      0.916      1.566     0.5851      1.199          9        640:  74%|███████▍  | 385/519 [02:58<00:42,  3.17it/s]
      48/80      0.94G     0.9179      1.568     0.5873        1.2          7        640:  74%|███████▍  | 385/519 [02:59<00:42,  3.17it/s]
      48/80      0.94G     0.9179      1.568     0.5873        1.2          7        640:  74%|███████▍  | 386/519 [02:59<01:14,  1.78it/s]
      48/80      0.94G     0.9169      1.567     0.5869        1.2          6        640:  74%|███████▍  | 386/519 [03:00<01:14,  1.78it/s]
      48/80      0.94G     0.9169      1.567     0.5869        1.2          6        640:  75%|███████▍  | 387/519 [03:00<01:00,  2.20it/s]
      48/80      0.94G     0.9166      1.567     0.5869        1.2          8        640:  75%|███████▍  | 387/519 [03:00<01:00,  2.20it/s]
      48/80      0.94G     0.9166      1.567     0.5869        1.2          8        640:  75%|███████▍  | 388/519 [03:00<00:55,  2.37it/s]
      48/80      0.94G     0.9168      1.568     0.5866        1.2          8        640:  75%|███████▍  | 388/519 [03:00<00:55,  2.37it/s]
      48/80      0.94G     0.9168      1.568     0.5866        1.2          8        640:  75%|███████▍  | 389/519 [03:00<00:45,  2.86it/s]
      48/80      0.94G     0.9168      1.567     0.5869        1.2         12        640:  75%|███████▍  | 389/519 [03:01<00:45,  2.86it/s]
      48/80      0.94G     0.9168      1.567     0.5869        1.2         12        640:  75%|███████▌  | 390/519 [03:01<01:08,  1.87it/s]
      48/80      0.94G     0.9168      1.566     0.5864        1.2          7        640:  75%|███████▌  | 390/519 [03:01<01:08,  1.87it/s]
      48/80      0.94G     0.9168      1.566     0.5864        1.2          7        640:  75%|███████▌  | 391/519 [03:01<00:55,  2.29it/s]
      48/80      0.94G     0.9179      1.567     0.5878        1.2          7        640:  75%|███████▌  | 391/519 [03:02<00:55,  2.29it/s]
      48/80      0.94G     0.9179      1.567     0.5878        1.2          7        640:  76%|███████▌  | 392/519 [03:02<00:53,  2.38it/s]
      48/80      0.94G     0.9174      1.567     0.5874        1.2          9        640:  76%|███████▌  | 392/519 [03:02<00:53,  2.38it/s]
      48/80      0.94G     0.9174      1.567     0.5874        1.2          9        640:  76%|███████▌  | 393/519 [03:02<00:46,  2.69it/s]
      48/80      0.94G     0.9175      1.566     0.5874        1.2          9        640:  76%|███████▌  | 393/519 [03:03<00:46,  2.69it/s]
      48/80      0.94G     0.9175      1.566     0.5874        1.2          9        640:  76%|███████▌  | 394/519 [03:03<01:19,  1.58it/s]
      48/80      0.94G     0.9172      1.565      0.587      1.199          6        640:  76%|███████▌  | 394/519 [03:03<01:19,  1.58it/s]
      48/80      0.94G     0.9172      1.565      0.587      1.199          6        640:  76%|███████▌  | 395/519 [03:03<01:01,  2.01it/s]
      48/80      0.94G      0.917      1.564     0.5869      1.199          7        640:  76%|███████▌  | 395/519 [03:04<01:01,  2.01it/s]
      48/80      0.94G      0.917      1.564     0.5869      1.199          7        640:  76%|███████▋  | 396/519 [03:04<00:49,  2.46it/s]
      48/80      0.94G     0.9167      1.563     0.5864      1.199         12        640:  76%|███████▋  | 396/519 [03:04<00:49,  2.46it/s]
      48/80      0.94G     0.9167      1.563     0.5864      1.199         12        640:  76%|███████▋  | 397/519 [03:04<00:43,  2.79it/s]
      48/80      0.94G     0.9169      1.562      0.587      1.199          8        640:  76%|███████▋  | 397/519 [03:05<00:43,  2.79it/s]
      48/80      0.94G     0.9169      1.562      0.587      1.199          8        640:  77%|███████▋  | 398/519 [03:05<01:02,  1.95it/s]
      48/80      0.94G     0.9177      1.563      0.587        1.2         12        640:  77%|███████▋  | 398/519 [03:05<01:02,  1.95it/s]
      48/80      0.94G     0.9177      1.563      0.587        1.2         12        640:  77%|███████▋  | 399/519 [03:05<00:50,  2.37it/s]
      48/80      0.94G     0.9178      1.563     0.5874        1.2         16        640:  77%|███████▋  | 399/519 [03:05<00:50,  2.37it/s]
      48/80      0.94G     0.9178      1.563     0.5874        1.2         16        640:  77%|███████▋  | 400/519 [03:05<00:42,  2.81it/s]
      48/80      0.94G     0.9173      1.562     0.5871      1.199          9        640:  77%|███████▋  | 400/519 [03:05<00:42,  2.81it/s]
      48/80      0.94G     0.9173      1.562     0.5871      1.199          9        640:  77%|███████▋  | 401/519 [03:05<00:38,  3.05it/s]
      48/80      0.94G     0.9173      1.561     0.5869      1.199         10        640:  77%|███████▋  | 401/519 [03:07<00:38,  3.05it/s]
      48/80      0.94G     0.9173      1.561     0.5869      1.199         10        640:  77%|███████▋  | 402/519 [03:07<01:15,  1.55it/s]
      48/80      0.94G     0.9176      1.562      0.587        1.2         10        640:  77%|███████▋  | 402/519 [03:07<01:15,  1.55it/s]
      48/80      0.94G     0.9176      1.562      0.587        1.2         10        640:  78%|███████▊  | 403/519 [03:07<00:59,  1.96it/s]
      48/80      0.94G     0.9185      1.564     0.5885      1.201          9        640:  78%|███████▊  | 403/519 [03:07<00:59,  1.96it/s]
      48/80      0.94G     0.9185      1.564     0.5885      1.201          9        640:  78%|███████▊  | 404/519 [03:07<00:50,  2.29it/s]
      48/80      0.94G     0.9197      1.564      0.589      1.201         11        640:  78%|███████▊  | 404/519 [03:07<00:50,  2.29it/s]
      48/80      0.94G     0.9197      1.564      0.589      1.201         11        640:  78%|███████▊  | 405/519 [03:07<00:44,  2.59it/s]
      48/80      0.94G     0.9192      1.563     0.5885      1.201         16        640:  78%|███████▊  | 405/519 [03:08<00:44,  2.59it/s]
      48/80      0.94G     0.9192      1.563     0.5885      1.201         16        640:  78%|███████▊  | 406/519 [03:08<00:50,  2.23it/s]
      48/80      0.94G     0.9187      1.563     0.5881      1.201          8        640:  78%|███████▊  | 406/519 [03:08<00:50,  2.23it/s]
      48/80      0.94G     0.9187      1.563     0.5881      1.201          8        640:  78%|███████▊  | 407/519 [03:08<00:44,  2.53it/s]
      48/80      0.94G     0.9183      1.562     0.5876        1.2         13        640:  78%|███████▊  | 407/519 [03:08<00:44,  2.53it/s]
      48/80      0.94G     0.9183      1.562     0.5876        1.2         13        640:  79%|███████▊  | 408/519 [03:08<00:36,  3.01it/s]
      48/80      0.94G     0.9183      1.563     0.5876        1.2         10        640:  79%|███████▊  | 408/519 [03:09<00:36,  3.01it/s]
      48/80      0.94G     0.9183      1.563     0.5876        1.2         10        640:  79%|███████▉  | 409/519 [03:09<00:34,  3.23it/s]
      48/80      0.94G      0.918      1.563     0.5875        1.2         10        640:  79%|███████▉  | 409/519 [03:10<00:34,  3.23it/s]
      48/80      0.94G      0.918      1.563     0.5875        1.2         10        640:  79%|███████▉  | 410/519 [03:10<01:08,  1.60it/s]
      48/80      0.94G     0.9179      1.562     0.5886        1.2          7        640:  79%|███████▉  | 410/519 [03:10<01:08,  1.60it/s]
      48/80      0.94G     0.9179      1.562     0.5886        1.2          7        640:  79%|███████▉  | 411/519 [03:10<00:55,  1.96it/s]
      48/80      0.94G     0.9184      1.562     0.5891        1.2          7        640:  79%|███████▉  | 411/519 [03:11<00:55,  1.96it/s]
      48/80      0.94G     0.9184      1.562     0.5891        1.2          7        640:  79%|███████▉  | 412/519 [03:11<00:45,  2.37it/s]
      48/80      0.94G     0.9181      1.563     0.5889        1.2          9        640:  79%|███████▉  | 412/519 [03:11<00:45,  2.37it/s]
      48/80      0.94G     0.9181      1.563     0.5889        1.2          9        640:  80%|███████▉  | 413/519 [03:11<00:38,  2.75it/s]
      48/80      0.94G     0.9201      1.563       0.59      1.203          3        640:  80%|███████▉  | 413/519 [03:12<00:38,  2.75it/s]
      48/80      0.94G     0.9201      1.563       0.59      1.203          3        640:  80%|███████▉  | 414/519 [03:12<01:11,  1.46it/s]
      48/80      0.94G     0.9198      1.562     0.5901      1.202         11        640:  80%|███████▉  | 414/519 [03:12<01:11,  1.46it/s]
      48/80      0.94G     0.9198      1.562     0.5901      1.202         11        640:  80%|███████▉  | 415/519 [03:12<00:58,  1.78it/s]
      48/80      0.94G     0.9198      1.563     0.5905      1.202         12        640:  80%|███████▉  | 415/519 [03:13<00:58,  1.78it/s]
      48/80      0.94G     0.9198      1.563     0.5905      1.202         12        640:  80%|████████  | 416/519 [03:13<00:46,  2.23it/s]
      48/80      0.94G      0.919      1.561     0.5897      1.202          7        640:  80%|████████  | 416/519 [03:13<00:46,  2.23it/s]
      48/80      0.94G      0.919      1.561     0.5897      1.202          7        640:  80%|████████  | 417/519 [03:13<00:40,  2.54it/s]
      48/80      0.94G     0.9192       1.56     0.5894      1.203          7        640:  80%|████████  | 417/519 [03:14<00:40,  2.54it/s]
      48/80      0.94G     0.9192       1.56     0.5894      1.203          7        640:  81%|████████  | 418/519 [03:14<00:56,  1.80it/s]
      48/80      0.94G     0.9191       1.56     0.5891      1.202         11        640:  81%|████████  | 418/519 [03:14<00:56,  1.80it/s]
      48/80      0.94G     0.9191       1.56     0.5891      1.202         11        640:  81%|████████  | 419/519 [03:14<00:45,  2.17it/s]
      48/80      0.94G     0.9189      1.561     0.5888      1.202         11        640:  81%|████████  | 419/519 [03:14<00:45,  2.17it/s]
      48/80      0.94G     0.9189      1.561     0.5888      1.202         11        640:  81%|████████  | 420/519 [03:14<00:39,  2.48it/s]
      48/80      0.94G     0.9187      1.562     0.5887      1.202         11        640:  81%|████████  | 420/519 [03:15<00:39,  2.48it/s]
      48/80      0.94G     0.9187      1.562     0.5887      1.202         11        640:  81%|████████  | 421/519 [03:15<00:36,  2.68it/s]
      48/80      0.94G     0.9183      1.561     0.5883      1.202          7        640:  81%|████████  | 421/519 [03:16<00:36,  2.68it/s]
      48/80      0.94G     0.9183      1.561     0.5883      1.202          7        640:  81%|████████▏ | 422/519 [03:16<00:53,  1.83it/s]
      48/80      0.94G     0.9183       1.56     0.5881      1.202         10        640:  81%|████████▏ | 422/519 [03:16<00:53,  1.83it/s]
      48/80      0.94G     0.9183       1.56     0.5881      1.202         10        640:  82%|████████▏ | 423/519 [03:16<00:50,  1.89it/s]
      48/80      0.94G     0.9185      1.561      0.588      1.202          9        640:  82%|████████▏ | 423/519 [03:16<00:50,  1.89it/s]
      48/80      0.94G     0.9185      1.561      0.588      1.202          9        640:  82%|████████▏ | 424/519 [03:16<00:42,  2.21it/s]
      48/80      0.94G     0.9184      1.561     0.5879      1.202         11        640:  82%|████████▏ | 424/519 [03:17<00:42,  2.21it/s]
      48/80      0.94G     0.9184      1.561     0.5879      1.202         11        640:  82%|████████▏ | 425/519 [03:17<00:35,  2.62it/s]
      48/80      0.94G     0.9193      1.561     0.5885      1.202          8        640:  82%|████████▏ | 425/519 [03:17<00:35,  2.62it/s]
      48/80      0.94G     0.9193      1.561     0.5885      1.202          8        640:  82%|████████▏ | 426/519 [03:17<00:45,  2.05it/s]
      48/80      0.94G     0.9189       1.56     0.5883      1.202         12        640:  82%|████████▏ | 426/519 [03:18<00:45,  2.05it/s]
      48/80      0.94G     0.9189       1.56     0.5883      1.202         12        640:  82%|████████▏ | 427/519 [03:18<00:42,  2.16it/s]
      48/80      0.94G     0.9191       1.56     0.5881      1.202         10        640:  82%|████████▏ | 427/519 [03:18<00:42,  2.16it/s]
      48/80      0.94G     0.9191       1.56     0.5881      1.202         10        640:  82%|████████▏ | 428/519 [03:18<00:36,  2.51it/s]
      48/80      0.94G     0.9191       1.56     0.5882      1.202         15        640:  82%|████████▏ | 428/519 [03:18<00:36,  2.51it/s]
      48/80      0.94G     0.9191       1.56     0.5882      1.202         15        640:  83%|████████▎ | 429/519 [03:18<00:31,  2.89it/s]
      48/80      0.94G     0.9193       1.56     0.5882      1.202         12        640:  83%|████████▎ | 429/519 [03:19<00:31,  2.89it/s]
      48/80      0.94G     0.9193       1.56     0.5882      1.202         12        640:  83%|████████▎ | 430/519 [03:19<00:55,  1.60it/s]
      48/80      0.94G     0.9197      1.559     0.5892      1.202          8        640:  83%|████████▎ | 430/519 [03:20<00:55,  1.60it/s]
      48/80      0.94G     0.9197      1.559     0.5892      1.202          8        640:  83%|████████▎ | 431/519 [03:20<00:46,  1.89it/s]
      48/80      0.94G     0.9192      1.559     0.5887      1.203          7        640:  83%|████████▎ | 431/519 [03:20<00:46,  1.89it/s]
      48/80      0.94G     0.9192      1.559     0.5887      1.203          7        640:  83%|████████▎ | 432/519 [03:20<00:37,  2.31it/s]
      48/80      0.94G     0.9196       1.56      0.589      1.203         10        640:  83%|████████▎ | 432/519 [03:20<00:37,  2.31it/s]
      48/80      0.94G     0.9196       1.56      0.589      1.203         10        640:  83%|████████▎ | 433/519 [03:20<00:31,  2.70it/s]
      48/80      0.94G     0.9202       1.56      0.589      1.203          9        640:  83%|████████▎ | 433/519 [03:21<00:31,  2.70it/s]
      48/80      0.94G     0.9202       1.56      0.589      1.203          9        640:  84%|████████▎ | 434/519 [03:21<00:44,  1.90it/s]
      48/80      0.94G     0.9201       1.56     0.5888      1.203         13        640:  84%|████████▎ | 434/519 [03:21<00:44,  1.90it/s]
      48/80      0.94G     0.9201       1.56     0.5888      1.203         13        640:  84%|████████▍ | 435/519 [03:21<00:37,  2.25it/s]
      48/80      0.94G       0.92       1.56     0.5889      1.203         11        640:  84%|████████▍ | 435/519 [03:22<00:37,  2.25it/s]
      48/80      0.94G       0.92       1.56     0.5889      1.203         11        640:  84%|████████▍ | 436/519 [03:22<00:33,  2.46it/s]
      48/80      0.94G     0.9209      1.562     0.5891      1.203          9        640:  84%|████████▍ | 436/519 [03:22<00:33,  2.46it/s]
      48/80      0.94G     0.9209      1.562     0.5891      1.203          9        640:  84%|████████▍ | 437/519 [03:22<00:29,  2.81it/s]slurmstepd: error: *** JOB 221284 ON a100-1 CANCELLED AT 2024-10-25T13:15:09 DUE TO TIME LIMIT ***

From 82f87037954a0749732a264060215b482641dd2f Mon Sep 17 00:00:00 2001
From: Mr Thanh Trung Pham <s4671748@login0.compute.eait.uq.edu.au>
Date: Fri, 25 Oct 2024 14:32:16 +1000
Subject: [PATCH 06/17] Removed out file

---
 yolo_train_221284.out | 302 ------------------------------------------
 1 file changed, 302 deletions(-)
 delete mode 100644 yolo_train_221284.out

diff --git a/yolo_train_221284.out b/yolo_train_221284.out
deleted file mode 100644
index 86cdaccfa..000000000
--- a/yolo_train_221284.out
+++ /dev/null
@@ -1,302 +0,0 @@
-Job ID: 221284
-Node: a100-1
-Start Time: Fri Oct 25 09:44:45 AEST 2024
-Matplotlib created a temporary cache directory at /scratch/221284/matplotlib-4l5kg6ya because the default path (/cache/matplotlib) is not a writable directory; it is highly recommended to set the MPLCONFIGDIR environment variable to a writable directory, in particular to speed up the import of Matplotlib and to better support multiprocessing.
-/home/Student/s4671748/miniconda3/lib/python3.12/site-packages/ultralytics/nn/tasks.py:336: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature.
-  return torch.load(file, map_location='cpu'), file  # load
-New https://pypi.org/project/ultralytics/8.3.21 available 😃 Update with 'pip install -U ultralytics'
-Ultralytics YOLOv8.0.58 🚀 Python-3.12.7 torch-2.5.0+cu124 CUDA:0 (NVIDIA A100-PCIE-40GB, 40339MiB)
-yolo/engine/trainer: task=segment, mode=train, model=yolov8n-seg.pt, data=dataset.yaml, epochs=80, patience=50, batch=4, imgsz=640, save=False, save_period=-1, cache=False, device=0, workers=8, project=None, name=isic2018_run_victor, exist_ok=False, pretrained=False, optimizer=SGD, verbose=True, seed=0, deterministic=True, single_cls=False, image_weights=False, rect=False, cos_lr=False, close_mosaic=10, resume=False, amp=True, overlap_mask=True, mask_ratio=4, dropout=0.0, val=True, split=val, save_json=False, save_hybrid=False, conf=None, iou=0.7, max_det=300, half=False, dnn=False, plots=True, source=None, show=False, save_txt=False, save_conf=False, save_crop=False, hide_labels=False, hide_conf=False, vid_stride=1, line_thickness=3, visualize=False, augment=False, agnostic_nms=False, classes=None, retina_masks=False, boxes=True, format=torchscript, keras=False, optimize=False, int8=False, dynamic=False, simplify=False, opset=None, workspace=4, nms=False, lr0=0.01, lrf=0.01, momentum=0.937, weight_decay=0.0005, warmup_epochs=3.0, warmup_momentum=0.8, warmup_bias_lr=0.1, box=7.5, cls=0.5, dfl=1.5, fl_gamma=0.0, label_smoothing=0.0, nbs=64, hsv_h=0.015, hsv_s=0.7, hsv_v=0.4, degrees=0.0, translate=0.1, scale=0.5, shear=0.0, perspective=0.0, flipud=0.0, fliplr=0.5, mosaic=1.0, mixup=0.0, copy_paste=0.0, cfg=None, v5loader=False, tracker=botsort.yaml, save_dir=runs/segment/isic2018_run_victor
-Overriding model.yaml nc=80 with nc=1
-
-                   from  n    params  module                                       arguments                     
-  0                  -1  1       464  ultralytics.nn.modules.Conv                  [3, 16, 3, 2]                 
-  1                  -1  1      4672  ultralytics.nn.modules.Conv                  [16, 32, 3, 2]                
-  2                  -1  1      7360  ultralytics.nn.modules.C2f                   [32, 32, 1, True]             
-  3                  -1  1     18560  ultralytics.nn.modules.Conv                  [32, 64, 3, 2]                
-  4                  -1  2     49664  ultralytics.nn.modules.C2f                   [64, 64, 2, True]             
-  5                  -1  1     73984  ultralytics.nn.modules.Conv                  [64, 128, 3, 2]               
-  6                  -1  2    197632  ultralytics.nn.modules.C2f                   [128, 128, 2, True]           
-  7                  -1  1    295424  ultralytics.nn.modules.Conv                  [128, 256, 3, 2]              
-  8                  -1  1    460288  ultralytics.nn.modules.C2f                   [256, 256, 1, True]           
-  9                  -1  1    164608  ultralytics.nn.modules.SPPF                  [256, 256, 5]                 
- 10                  -1  1         0  torch.nn.modules.upsampling.Upsample         [None, 2, 'nearest']          
- 11             [-1, 6]  1         0  ultralytics.nn.modules.Concat                [1]                           
- 12                  -1  1    148224  ultralytics.nn.modules.C2f                   [384, 128, 1]                 
- 13                  -1  1         0  torch.nn.modules.upsampling.Upsample         [None, 2, 'nearest']          
- 14             [-1, 4]  1         0  ultralytics.nn.modules.Concat                [1]                           
- 15                  -1  1     37248  ultralytics.nn.modules.C2f                   [192, 64, 1]                  
- 16                  -1  1     36992  ultralytics.nn.modules.Conv                  [64, 64, 3, 2]                
- 17            [-1, 12]  1         0  ultralytics.nn.modules.Concat                [1]                           
- 18                  -1  1    123648  ultralytics.nn.modules.C2f                   [192, 128, 1]                 
- 19                  -1  1    147712  ultralytics.nn.modules.Conv                  [128, 128, 3, 2]              
- 20             [-1, 9]  1         0  ultralytics.nn.modules.Concat                [1]                           
- 21                  -1  1    493056  ultralytics.nn.modules.C2f                   [384, 256, 1]                 
- 22        [15, 18, 21]  1   1004275  ultralytics.nn.modules.Segment               [1, 32, 64, [64, 128, 256]]   
-YOLOv8n-seg summary: 261 layers, 3263811 parameters, 3263795 gradients, 12.1 GFLOPs
-
-Transferred 381/417 items from pretrained weights
-AMP: running Automatic Mixed Precision (AMP) checks with YOLOv8n...
-/home/Student/s4671748/miniconda3/lib/python3.12/site-packages/ultralytics/yolo/engine/trainer.py:636: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.
-  with torch.cuda.amp.autocast(True):
-AMP: checks passed ✅
-/home/Student/s4671748/miniconda3/lib/python3.12/site-packages/ultralytics/yolo/engine/trainer.py:217: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead.
-  self.scaler = amp.GradScaler(enabled=self.amp)
-optimizer: SGD(lr=0.01) with parameter groups 66 weight(decay=0.0), 77 weight(decay=0.0005), 76 bias
-
train: Scanning /home/Student/s4671748/comp3710-project/data/labels/train.cache... 2075 images, 0 backgrounds, 0 corrupt: 100%|██████████| 2075/2075 [00:00<?, ?it/s]
train: Scanning /home/Student/s4671748/comp3710-project/data/labels/train.cache... 2075 images, 0 backgrounds, 0 corrupt: 100%|██████████| 2075/2075 [00:00<?, ?it/s]
-/home/Student/s4671748/miniconda3/lib/python3.12/site-packages/torch/utils/data/dataloader.py:617: UserWarning: This DataLoader will create 4 worker processes in total. Our suggested max number of worker in current system is 1, which is smaller than what this DataLoader is going to create. Please be aware that excessive worker creation might get DataLoader running slow or even freeze, lower the worker number to avoid potential slowness/freeze if necessary.
-  warnings.warn(
-
val: Scanning /home/Student/s4671748/comp3710-project/data/labels/val.cache... 519 images, 0 backgrounds, 0 corrupt: 100%|██████████| 519/519 [00:00<?, ?it/s]
val: Scanning /home/Student/s4671748/comp3710-project/data/labels/val.cache... 519 images, 0 backgrounds, 0 corrupt: 100%|██████████| 519/519 [00:00<?, ?it/s]
-/home/Student/s4671748/miniconda3/lib/python3.12/site-packages/torch/utils/data/dataloader.py:617: UserWarning: This DataLoader will create 8 worker processes in total. Our suggested max number of worker in current system is 1, which is smaller than what this DataLoader is going to create. Please be aware that excessive worker creation might get DataLoader running slow or even freeze, lower the worker number to avoid potential slowness/freeze if necessary.
-  warnings.warn(
-Plotting labels to runs/segment/isic2018_run_victor/labels.jpg... 
-Image sizes 640 train, 640 val
-Using 4 dataloader workers
-Logging results to runs/segment/isic2018_run_victor
-Starting training for 80 epochs...
-/home/Student/s4671748/miniconda3/lib/python3.12/site-packages/torch/utils/data/dataloader.py:617: UserWarning: This DataLoader will create 4 worker processes in total. Our suggested max number of worker in current system is 1, which is smaller than what this DataLoader is going to create. Please be aware that excessive worker creation might get DataLoader running slow or even freeze, lower the worker number to avoid potential slowness/freeze if necessary.
-  warnings.warn(
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]/home/Student/s4671748/miniconda3/lib/python3.12/site-packages/ultralytics/yolo/engine/trainer.py:317: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.
-  with torch.cuda.amp.autocast(self.amp):
-/home/Student/s4671748/miniconda3/lib/python3.12/site-packages/ultralytics/yolo/v8/segment/train.py:123: UserWarning: Specified kernel cache directory could not be created! This disables kernel caching. Specified directory is /cache/torch/kernels. This warning will appear only once per process. (Triggered internally at ../aten/src/ATen/native/cuda/jit_utils.cpp:1442.)
-  marea = xyxy2xywh(xyxyn)[:, 2:].prod(1)
-
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       1/80     0.801G      1.406      3.693      2.992      1.639         13        640:   8%|▊         | 39/519 [00:23<05:27,  1.47it/s]
       1/80     0.801G      1.392      3.666      2.985      1.625         11        640:   8%|▊         | 39/519 [00:23<05:27,  1.47it/s]
       1/80     0.801G      1.392      3.666      2.985      1.625         11        640:   8%|▊         | 40/519 [00:23<04:30,  1.77it/s]
       1/80     0.801G      1.402      3.665       2.99      1.639          7        640:   8%|▊         | 40/519 [00:24<04:30,  1.77it/s]
       1/80     0.801G      1.402      3.665       2.99      1.639          7        640:   8%|▊         | 41/519 [00:24<03:59,  1.99it/s]
       1/80     0.801G      1.391      3.628      2.993      1.631         10        640:   8%|▊         | 41/519 [00:24<03:59,  1.99it/s]
       1/80     0.801G      1.391      3.628      2.993      1.631         10        640:   8%|▊         | 42/519 [00:24<03:33,  2.23it/s]
       1/80     0.801G      1.389      3.592      2.987      1.623         10        640:   8%|▊         | 42/519 [00:25<03:33,  2.23it/s]
       1/80     0.801G      1.389      3.592      2.987      1.623         10        640:   8%|▊         | 43/519 [00:25<05:38,  1.41it/s]
       1/80     0.801G       1.38      3.569      2.982      1.614         13        640:   8%|▊         | 43/519 [00:26<05:38,  1.41it/s]
       1/80     0.801G       1.38      3.569      2.982      1.614         13        640:   8%|▊         | 44/519 [00:26<04:47,  1.65it/s]
       1/80     0.801G      1.384       3.55       2.98      1.617          8        640:   8%|▊         | 44/519 [00:26<04:47,  1.65it/s]
       1/80     0.801G      1.384       3.55       2.98      1.617          8        640:   9%|▊         | 45/519 [00:26<04:08,  1.91it/s]
       1/80     0.801G      1.376      3.521       2.97       1.61         11        640:   9%|▊         | 45/519 [00:27<04:08,  1.91it/s]
       1/80     0.801G      1.376      3.521       2.97       1.61         11        640:   9%|▉         | 46/519 [00:27<04:27,  1.77it/s]
       1/80     0.801G      1.371      3.506      2.975      1.606         10        640:   9%|▉         | 46/519 [00:28<04:27,  1.77it/s]
       1/80     0.801G      1.371      3.506      2.975      1.606         10        640:   9%|▉         | 47/519 [00:28<06:29,  1.21it/s]
       1/80     0.801G      1.363      3.481      2.968      1.599         10        640:   9%|▉         | 47/519 [00:29<06:29,  1.21it/s]
       1/80     0.801G      1.363      3.481      2.968      1.599         10        640:   9%|▉         | 48/519 [00:29<05:18,  1.48it/s]
       1/80     0.801G       1.36      3.473      2.965      1.601         10        640:   9%|▉         | 48/519 [00:29<05:18,  1.48it/s]
       1/80     0.801G       1.36      3.473      2.965      1.601         10        640:   9%|▉         | 49/519 [00:29<04:29,  1.74it/s]
       1/80     0.801G      1.352      3.446      2.959      1.593          8        640:   9%|▉         | 49/519 [00:29<04:29,  1.74it/s]
       1/80     0.801G      1.352      3.446      2.959      1.593          8        640:  10%|▉         | 50/519 [00:29<03:55,  1.99it/s]
       1/80     0.801G      1.353      3.429      2.951       1.59         11        640:  10%|▉         | 50/519 [00:30<03:55,  1.99it/s]
       1/80     0.801G      1.353      3.429      2.951       1.59         11        640:  10%|▉         | 51/519 [00:30<05:25,  1.44it/s]
       1/80     0.801G       1.35      3.405      2.949      1.586         11        640:  10%|▉         | 51/519 [00:30<05:25,  1.44it/s]
       1/80     0.801G       1.35      3.405      2.949      1.586         11        640:  10%|█         | 52/519 [00:30<04:03,  1.92it/s]
       1/80     0.801G      1.347      3.387      2.946      1.586          8        640:  10%|█         | 52/519 [00:31<04:03,  1.92it/s]
       1/80     0.801G      1.347      3.387      2.946      1.586          8        640:  10%|█         | 53/519 [00:31<03:04,  2.53it/s]
       1/80     0.812G       1.34      3.367      2.941       1.58         10        640:  10%|█         | 53/519 [00:31<03:04,  2.53it/s]
       1/80     0.812G       1.34      3.367      2.941       1.58         10        640:  10%|█         | 54/519 [00:31<02:54,  2.67it/s]
       1/80     0.812G      1.336      3.347      2.938      1.578         10        640:  10%|█         | 54/519 [00:32<02:54,  2.67it/s]
       1/80     0.812G      1.336      3.347      2.938      1.578         10        640:  11%|█         | 55/519 [00:32<04:47,  1.61it/s]
       1/80     0.812G       1.33       3.32       2.93      1.574         11        640:  11%|█         | 55/519 [00:32<04:47,  1.61it/s]
       1/80     0.812G       1.33       3.32       2.93      1.574         11        640:  11%|█         | 56/519 [00:32<03:51,  2.00it/s]
       1/80     0.812G      1.332      3.316      2.923      1.581          8        640:  11%|█         | 56/519 [00:33<03:51,  2.00it/s]
       1/80     0.812G      1.332      3.316      2.923      1.581          8        640:  11%|█         | 57/519 [00:33<03:23,  2.27it/s]
       1/80     0.812G      1.344      3.321      2.932      1.593          6        640:  11%|█         | 57/519 [00:33<03:23,  2.27it/s]
       1/80     0.812G      1.344      3.321      2.932      1.593          6        640:  11%|█         | 58/519 [00:33<03:05,  2.48it/s]
       1/80     0.812G      1.343      3.308      2.929       1.59         15        640:  11%|█         | 58/519 [00:34<03:05,  2.48it/s]
       1/80     0.812G      1.343      3.308      2.929       1.59         15        640:  11%|█▏        | 59/519 [00:34<04:18,  1.78it/s]
       1/80     0.812G      1.339       3.29      2.924      1.585         13        640:  11%|█▏        | 59/519 [00:34<04:18,  1.78it/s]
       1/80     0.812G      1.339       3.29      2.924      1.585         13        640:  12%|█▏        | 60/519 [00:34<03:46,  2.02it/s]
       1/80     0.812G      1.332      3.269       2.92       1.58          9        640:  12%|█▏        | 60/519 [00:34<03:46,  2.02it/s]
       1/80     0.812G      1.332      3.269       2.92       1.58          9        640:  12%|█▏        | 61/519 [00:34<03:01,  2.52it/s]
       1/80     0.812G      1.329      3.271      2.923      1.577         10        640:  12%|█▏        | 61/519 [00:35<03:01,  2.52it/s]
       1/80     0.812G      1.329      3.271      2.923      1.577         10        640:  12%|█▏        | 62/519 [00:35<02:40,  2.85it/s]
       1/80     0.812G      1.326       3.26      2.919      1.573         13        640:  12%|█▏        | 62/519 [00:36<02:40,  2.85it/s]
       1/80     0.812G      1.326       3.26      2.919      1.573         13        640:  12%|█▏        | 63/519 [00:36<05:28,  1.39it/s]
       1/80     0.812G      1.325      3.246      2.921      1.574          9        640:  12%|█▏        | 63/519 [00:36<05:28,  1.39it/s]
       1/80     0.812G      1.325      3.246      2.921      1.574          9        640:  12%|█▏        | 64/519 [00:36<04:27,  1.70it/s]
       1/80     0.812G       1.32      3.235      2.915       1.57         10        640:  12%|█▏        | 64/519 [00:37<04:27,  1.70it/s]
       1/80     0.812G       1.32      3.235      2.915       1.57         10        640:  13%|█▎        | 65/519 [00:37<03:29,  2.16it/s]
       1/80     0.812G      1.317       3.22      2.911      1.566         12        640:  13%|█▎        | 65/519 [00:37<03:29,  2.16it/s]
       1/80     0.812G      1.317       3.22      2.911      1.566         12        640:  13%|█▎        | 66/519 [00:37<03:14,  2.33it/s]
       1/80     0.812G      1.315      3.204      2.904      1.563         12        640:  13%|█▎        | 66/519 [00:38<03:14,  2.33it/s]
       1/80     0.812G      1.315      3.204      2.904      1.563         12        640:  13%|█▎        | 67/519 [00:38<04:24,  1.71it/s]
       1/80     0.812G      1.312      3.188      2.904      1.562         11        640:  13%|█▎        | 67/519 [00:38<04:24,  1.71it/s]
       1/80     0.812G      1.312      3.188      2.904      1.562         11        640:  13%|█▎        | 68/519 [00:38<03:45,  2.00it/s]
       1/80     0.812G       1.31      3.175      2.897      1.557         10        640:  13%|█▎        | 68/519 [00:39<03:45,  2.00it/s]
       1/80     0.812G       1.31      3.175      2.897      1.557         10        640:  13%|█▎        | 69/519 [00:39<03:15,  2.30it/s]
       1/80     0.812G       1.31      3.156      2.904      1.555          6        640:  13%|█▎        | 69/519 [00:39<03:15,  2.30it/s]
       1/80     0.812G       1.31      3.156      2.904      1.555          6        640:  13%|█▎        | 70/519 [00:39<02:56,  2.54it/s]
       1/80     0.812G      1.306      3.134      2.901      1.549         12        640:  13%|█▎        | 70/519 [00:40<02:56,  2.54it/s]
       1/80     0.812G      1.306      3.134      2.901      1.549         12        640:  14%|█▎        | 71/519 [00:40<04:33,  1.64it/s]
       1/80     0.812G      1.303       3.12      2.897      1.544         10        640:  14%|█▎        | 71/519 [00:40<04:33,  1.64it/s]
       1/80     0.812G      1.303       3.12      2.897      1.544         10        640:  14%|█▍        | 72/519 [00:40<03:29,  2.13it/s]
       1/80     0.812G      1.304      3.123      2.902      1.546          6        640:  14%|█▍        | 72/519 [00:40<03:29,  2.13it/s]
       1/80     0.812G      1.304      3.123      2.902      1.546          6        640:  14%|█▍        | 73/519 [00:40<03:03,  2.43it/s]
       1/80     0.812G      1.304      3.115      2.903      1.542         13        640:  14%|█▍        | 73/519 [00:41<03:03,  2.43it/s]
       1/80     0.812G      1.304      3.115      2.903      1.542         13        640:  14%|█▍        | 74/519 [00:41<02:45,  2.68it/s]
       1/80     0.812G      1.305      3.106      2.907      1.541         10        640:  14%|█▍        | 74/519 [00:41<02:45,  2.68it/s]
       1/80     0.812G      1.305      3.106      2.907      1.541         10        640:  14%|█▍        | 75/519 [00:41<03:10,  2.33it/s]
       1/80     0.812G      1.309      3.094      2.914      1.542         12        640:  14%|█▍        | 75/519 [00:42<03:10,  2.33it/s]
       1/80     0.812G      1.309      3.094      2.914      1.542         12        640:  15%|█▍        | 76/519 [00:42<02:58,  2.49it/s]
       1/80     0.812G      1.306      3.084      2.912      1.537          5        640:  15%|█▍        | 76/519 [00:42<02:58,  2.49it/s]
       1/80     0.812G      1.306      3.084      2.912      1.537          5        640:  15%|█▍        | 77/519 [00:42<02:33,  2.89it/s]
       1/80     0.812G      1.302      3.067      2.909      1.532          8        640:  15%|█▍        | 77/519 [00:43<02:33,  2.89it/s]
       1/80     0.812G      1.302      3.067      2.909      1.532          8        640:  15%|█▌        | 78/519 [00:43<03:40,  2.00it/s]
       1/80     0.812G      1.297      3.062      2.912      1.531          6        640:  15%|█▌        | 78/519 [00:43<03:40,  2.00it/s]
       1/80     0.812G      1.297      3.062      2.912      1.531          6        640:  15%|█▌        | 79/519 [00:43<04:02,  1.81it/s]
       1/80     0.812G      1.298      3.055      2.906      1.529         11        640:  15%|█▌        | 79/519 [00:44<04:02,  1.81it/s]
       1/80     0.812G      1.298      3.055      2.906      1.529         11        640:  15%|█▌        | 80/519 [00:44<03:26,  2.13it/s]
       1/80     0.812G      1.297      3.054      2.907      1.527         10        640:  15%|█▌        | 80/519 [00:44<03:26,  2.13it/s]
       1/80     0.812G      1.297      3.054      2.907      1.527         10        640:  16%|█▌        | 81/519 [00:44<02:59,  2.44it/s]
       1/80     0.812G      1.295      3.044      2.904      1.525          7        640:  16%|█▌        | 81/519 [00:44<02:59,  2.44it/s]
       1/80     0.812G      1.295      3.044      2.904      1.525          7        640:  16%|█▌        | 82/519 [00:44<03:14,  2.25it/s]
       1/80     0.812G      1.289      3.028      2.896      1.521         10        640:  16%|█▌        | 82/519 [00:45<03:14,  2.25it/s]
       1/80     0.812G      1.289      3.028      2.896      1.521         10        640:  16%|█▌        | 83/519 [00:45<04:26,  1.64it/s]
       1/80     0.812G      1.287      3.017      2.894      1.517         14        640:  16%|█▌        | 83/519 [00:46<04:26,  1.64it/s]
       1/80     0.812G      1.287      3.017      2.894      1.517         14        640:  16%|█▌        | 84/519 [00:46<03:47,  1.91it/s]
       1/80     0.812G      1.287      3.002      2.895      1.518          5        640:  16%|█▌        | 84/519 [00:46<03:47,  1.91it/s]
       1/80     0.812G      1.287      3.002      2.895      1.518          5        640:  16%|█▋        | 85/519 [00:46<03:12,  2.25it/s]
       1/80     0.812G       1.29      3.003      2.897      1.518          7        640:  16%|█▋        | 85/519 [00:46<03:12,  2.25it/s]
       1/80     0.812G       1.29      3.003      2.897      1.518          7        640:  17%|█▋        | 86/519 [00:46<03:14,  2.22it/s]
       1/80     0.812G      1.288      2.999      2.898      1.517          6        640:  17%|█▋        | 86/519 [00:47<03:14,  2.22it/s]
       1/80     0.812G      1.288      2.999      2.898      1.517          6        640:  17%|█▋        | 87/519 [00:47<03:19,  2.17it/s]
       1/80     0.812G      1.287      2.998      2.896      1.516         10        640:  17%|█▋        | 87/519 [00:47<03:19,  2.17it/s]
       1/80     0.812G      1.287      2.998      2.896      1.516         10        640:  17%|█▋        | 88/519 [00:47<02:57,  2.42it/s]
       1/80     0.812G      1.286      2.997      2.895      1.518          8        640:  17%|█▋        | 88/519 [00:48<02:57,  2.42it/s]
       1/80     0.812G      1.286      2.997      2.895      1.518          8        640:  17%|█▋        | 89/519 [00:48<03:31,  2.04it/s]
       1/80     0.812G      1.284      2.983      2.893      1.515          7        640:  17%|█▋        | 89/519 [00:48<03:31,  2.04it/s]
       1/80     0.812G      1.284      2.983      2.893      1.515          7        640:  17%|█▋        | 90/519 [00:48<03:10,  2.25it/s]
       1/80     0.812G       1.28      2.972      2.888       1.51         12        640:  17%|█▋        | 90/519 [00:49<03:10,  2.25it/s]
       1/80     0.812G       1.28      2.972      2.888       1.51         12        640:  18%|█▊        | 91/519 [00:49<03:11,  2.24it/s]
       1/80     0.812G      1.276      2.971      2.884      1.508         10        640:  18%|█▊        | 91/519 [00:49<03:11,  2.24it/s]
       1/80     0.812G      1.276      2.971      2.884      1.508         10        640:  18%|█▊        | 92/519 [00:49<02:45,  2.58it/s]
       1/80     0.812G      1.272      2.964      2.884      1.506          6        640:  18%|█▊        | 92/519 [00:49<02:45,  2.58it/s]
       1/80     0.812G      1.272      2.964      2.884      1.506          6        640:  18%|█▊        | 93/519 [00:49<02:26,  2.91it/s]
       1/80     0.812G      1.272      2.958      2.878      1.505         12        640:  18%|█▊        | 93/519 [00:50<02:26,  2.91it/s]
       1/80     0.812G      1.272      2.958      2.878      1.505         12        640:  18%|█▊        | 94/519 [00:50<03:19,  2.13it/s]
       1/80     0.812G      1.277      2.961      2.873      1.511         12        640:  18%|█▊        | 94/519 [00:51<03:19,  2.13it/s]
       1/80     0.812G      1.277      2.961      2.873      1.511         12        640:  18%|█▊        | 95/519 [00:51<04:44,  1.49it/s]
       1/80     0.812G      1.278      2.964      2.867      1.511         11        640:  18%|█▊        | 95/519 [00:51<04:44,  1.49it/s]
       1/80     0.812G      1.278      2.964      2.867      1.511         11        640:  18%|█▊        | 96/519 [00:51<04:01,  1.75it/s]
       1/80     0.812G      1.277      2.963      2.866       1.51         10        640:  18%|█▊        | 96/519 [00:52<04:01,  1.75it/s]
       1/80     0.812G      1.277      2.963      2.866       1.51         10        640:  19%|█▊        | 97/519 [00:52<03:12,  2.19it/s]
       1/80     0.812G      1.278      2.959      2.868      1.511          8        640:  19%|█▊        | 97/519 [00:53<03:12,  2.19it/s]
       1/80     0.812G      1.278      2.959      2.868      1.511          8        640:  19%|█▉        | 98/519 [00:53<04:33,  1.54it/s]
       1/80     0.812G      1.278      2.947      2.871      1.511          9        640:  19%|█▉        | 98/519 [00:53<04:33,  1.54it/s]
       1/80     0.812G      1.278      2.947      2.871      1.511          9        640:  19%|█▉        | 99/519 [00:53<03:44,  1.87it/s]
       1/80     0.812G      1.276      2.943      2.865      1.509         11        640:  19%|█▉        | 99/519 [00:53<03:44,  1.87it/s]
       1/80     0.812G      1.276      2.943      2.865      1.509         11        640:  19%|█▉        | 100/519 [00:53<03:08,  2.22it/s]
       1/80     0.812G      1.273      2.935       2.86      1.508          7        640:  19%|█▉        | 100/519 [00:53<03:08,  2.22it/s]
       1/80     0.812G      1.273      2.935       2.86      1.508          7        640:  19%|█▉        | 101/519 [00:53<02:49,  2.47it/s]
       1/80     0.812G       1.27      2.927      2.855      1.506         10        640:  19%|█▉        | 101/519 [00:54<02:49,  2.47it/s]
       1/80     0.812G       1.27      2.927      2.855      1.506         10        640:  20%|█▉        | 102/519 [00:54<04:01,  1.73it/s]
       1/80     0.812G       1.27      2.921      2.853      1.506          6        640:  20%|█▉        | 102/519 [00:55<04:01,  1.73it/s]
       1/80     0.812G       1.27      2.921      2.853      1.506          6        640:  20%|█▉        | 103/519 [00:55<03:17,  2.10it/s]
       1/80     0.812G      1.267      2.913      2.847      1.504         10        640:  20%|█▉        | 103/519 [00:55<03:17,  2.10it/s]
       1/80     0.812G      1.267      2.913      2.847      1.504         10        640:  20%|██        | 104/519 [00:55<02:58,  2.33it/s]
       1/80     0.812G      1.265      2.908      2.842      1.503         13        640:  20%|██        | 104/519 [00:56<02:58,  2.33it/s]
       1/80     0.812G      1.265      2.908      2.842      1.503         13        640:  20%|██        | 105/519 [00:56<03:15,  2.12it/s]
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       1/80     0.812G      1.265      2.899      2.837      1.502         13        640:  20%|██        | 106/519 [00:56<03:14,  2.13it/s]
       1/80     0.812G      1.265      2.895      2.837      1.503          6        640:  20%|██        | 106/519 [00:57<03:14,  2.13it/s]
       1/80     0.812G      1.265      2.895      2.837      1.503          6        640:  21%|██        | 107/519 [00:57<03:16,  2.09it/s]
       1/80     0.812G      1.263      2.886      2.832      1.503          7        640:  21%|██        | 107/519 [00:57<03:16,  2.09it/s]
       1/80     0.812G      1.263      2.886      2.832      1.503          7        640:  21%|██        | 108/519 [00:57<02:49,  2.43it/s]
       1/80     0.812G      1.262      2.882      2.829      1.502         14        640:  21%|██        | 108/519 [00:57<02:49,  2.43it/s]
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       1/80     0.812G       1.26      2.874      2.824      1.501          9        640:  21%|██        | 109/519 [00:58<02:59,  2.28it/s]
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       1/80     0.812G      1.263      2.877      2.824      1.502          6        640:  21%|██        | 110/519 [00:58<03:30,  1.94it/s]
       1/80     0.812G      1.263      2.877      2.824      1.502          6        640:  21%|██▏       | 111/519 [00:58<03:01,  2.25it/s]
       1/80     0.812G      1.261      2.868      2.824      1.499          8        640:  21%|██▏       | 111/519 [00:59<03:01,  2.25it/s]
       1/80     0.812G      1.261      2.868      2.824      1.499          8        640:  22%|██▏       | 112/519 [00:59<02:45,  2.45it/s]
       1/80     0.812G      1.264      2.864      2.824      1.498          8        640:  22%|██▏       | 112/519 [00:59<02:45,  2.45it/s]
       1/80     0.812G      1.264      2.864      2.824      1.498          8        640:  22%|██▏       | 113/519 [00:59<03:21,  2.01it/s]
       1/80     0.814G       1.26      2.851      2.822      1.496          5        640:  22%|██▏       | 113/519 [01:01<03:21,  2.01it/s]
       1/80     0.814G       1.26      2.851      2.822      1.496          5        640:  22%|██▏       | 114/519 [01:01<04:58,  1.36it/s]
       1/80     0.814G      1.259      2.844      2.819      1.494          8        640:  22%|██▏       | 114/519 [01:01<04:58,  1.36it/s]
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       1/80     0.814G      1.257      2.838      2.813      1.491         12        640:  22%|██▏       | 115/519 [01:01<03:47,  1.78it/s]
       1/80     0.814G      1.257      2.838      2.813      1.491         12        640:  22%|██▏       | 116/519 [01:01<03:19,  2.02it/s]
       1/80     0.814G      1.264      2.843      2.816        1.5          5        640:  22%|██▏       | 116/519 [01:01<03:19,  2.02it/s]
       1/80     0.814G      1.264      2.843      2.816        1.5          5        640:  23%|██▎       | 117/519 [01:01<02:53,  2.31it/s]
       1/80     0.814G      1.263      2.839      2.813      1.502          9        640:  23%|██▎       | 117/519 [01:03<02:53,  2.31it/s]
       1/80     0.814G      1.263      2.839      2.813      1.502          9        640:  23%|██▎       | 118/519 [01:03<05:06,  1.31it/s]
       1/80     0.814G      1.263       2.83       2.81      1.501         11        640:  23%|██▎       | 118/519 [01:03<05:06,  1.31it/s]
       1/80     0.814G      1.263       2.83       2.81      1.501         11        640:  23%|██▎       | 119/519 [01:03<03:57,  1.69it/s]
       1/80     0.814G      1.262      2.826      2.809      1.501          9        640:  23%|██▎       | 119/519 [01:03<03:57,  1.69it/s]
       1/80     0.814G      1.262      2.826      2.809      1.501          9        640:  23%|██▎       | 120/519 [01:03<03:15,  2.04it/s]
       1/80     0.814G      1.259      2.825      2.804      1.499         10        640:  23%|██▎       | 120/519 [01:04<03:15,  2.04it/s]
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       1/80     0.814G      1.255      2.816      2.799      1.498          6        640:  23%|██▎       | 121/519 [01:05<02:35,  2.55it/s]
       1/80     0.814G      1.255      2.816      2.799      1.498          6        640:  24%|██▎       | 122/519 [01:05<04:48,  1.37it/s]
       1/80     0.814G      1.256      2.807      2.796      1.502          7        640:  24%|██▎       | 122/519 [01:05<04:48,  1.37it/s]
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       1/80     0.814G      1.252      2.799      2.792      1.499         11        640:  24%|██▎       | 123/519 [01:06<03:45,  1.76it/s]
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       1/80     0.814G       1.25      2.799      2.788      1.496          7        640:  24%|██▍       | 125/519 [01:07<02:43,  2.41it/s]
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       1/80     0.814G       1.25      2.802      2.783      1.496         13        640:  24%|██▍       | 126/519 [01:07<04:03,  1.62it/s]
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       1/80     0.814G      1.247      2.793      2.777      1.493         12        640:  24%|██▍       | 127/519 [01:07<03:06,  2.10it/s]
       1/80     0.814G      1.247      2.793      2.777      1.493         12        640:  25%|██▍       | 128/519 [01:07<02:47,  2.34it/s]
       1/80     0.814G      1.245      2.789      2.771      1.491         11        640:  25%|██▍       | 128/519 [01:08<02:47,  2.34it/s]
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       1/80     0.814G      1.244      2.785      2.767      1.489         13        640:  25%|██▍       | 129/519 [01:08<02:27,  2.65it/s]
       1/80     0.814G      1.244      2.785      2.767      1.489         13        640:  25%|██▌       | 130/519 [01:08<02:30,  2.59it/s]
       1/80     0.814G      1.243      2.785      2.761      1.487         11        640:  25%|██▌       | 130/519 [01:08<02:30,  2.59it/s]
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       1/80     0.814G      1.242       2.78      2.756      1.486         10        640:  25%|██▌       | 131/519 [01:09<02:08,  3.02it/s]
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       1/80     0.814G      1.243      2.779      2.751      1.487          8        640:  26%|██▌       | 133/519 [01:09<02:37,  2.46it/s]
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       1/80     0.814G       1.24      2.757      2.737      1.484          7        640:  26%|██▌       | 135/519 [01:11<03:02,  2.11it/s]
       1/80     0.814G       1.24      2.757      2.737      1.484          7        640:  26%|██▌       | 136/519 [01:11<02:38,  2.42it/s]
       1/80     0.814G      1.243      2.757      2.735      1.487          9        640:  26%|██▌       | 136/519 [01:11<02:38,  2.42it/s]
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       1/80     0.814G      1.242      2.752      2.731      1.486         11        640:  26%|██▋       | 137/519 [01:11<02:37,  2.43it/s]
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       1/80     0.814G      1.242       2.76       2.73      1.486          9        640:  27%|██▋       | 138/519 [01:12<02:22,  2.68it/s]
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       1/80     0.814G      1.241      2.757      2.726      1.486          5        640:  27%|██▋       | 140/519 [01:13<02:50,  2.23it/s]
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       1/80     0.814G       1.24       2.75       2.72      1.484          9        640:  27%|██▋       | 141/519 [01:13<02:53,  2.17it/s]
       1/80     0.814G       1.24       2.75       2.72      1.484          9        640:  27%|██▋       | 142/519 [01:13<02:37,  2.40it/s]
       1/80     0.814G      1.241       2.75      2.718      1.485          8        640:  27%|██▋       | 142/519 [01:13<02:37,  2.40it/s]
       1/80     0.814G      1.241       2.75      2.718      1.485          8        640:  28%|██▊       | 143/519 [01:13<02:19,  2.70it/s]
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       1/80     0.814G      1.244       2.75      2.716      1.487         10        640:  28%|██▊       | 144/519 [01:14<02:34,  2.43it/s]
       1/80     0.814G      1.243      2.746       2.71      1.486         14        640:  28%|██▊       | 144/519 [01:15<02:34,  2.43it/s]
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       1/80     0.814G       1.24      2.746      2.707      1.484         10        640:  28%|██▊       | 145/519 [01:16<04:28,  1.39it/s]
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       1/80     0.814G      1.241      2.749      2.704      1.484          9        640:  28%|██▊       | 146/519 [01:16<03:41,  1.68it/s]
       1/80     0.814G      1.241      2.749      2.704      1.484          9        640:  28%|██▊       | 147/519 [01:16<03:03,  2.02it/s]
       1/80     0.814G       1.24      2.748      2.699      1.486          5        640:  28%|██▊       | 147/519 [01:16<03:03,  2.02it/s]
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       1/80     0.814G      1.241      2.744      2.695      1.486         11        640:  29%|██▊       | 148/519 [01:17<02:44,  2.26it/s]
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       1/80     0.814G      1.243      2.737      2.688      1.486          7        640:  29%|██▉       | 150/519 [01:18<03:09,  1.95it/s]
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       1/80     0.814G      1.241      2.735      2.683      1.485         12        640:  29%|██▉       | 151/519 [01:18<02:37,  2.33it/s]
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       1/80     0.814G      1.238      2.731      2.677      1.482         10        640:  29%|██▉       | 152/519 [01:19<02:38,  2.32it/s]
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       1/80     0.814G      1.236      2.727      2.672       1.48         10        640:  29%|██▉       | 153/519 [01:19<03:31,  1.73it/s]
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       1/80     0.814G      1.235      2.725      2.669       1.48          9        640:  30%|██▉       | 154/519 [01:20<02:46,  2.19it/s]
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       1/80     0.814G      1.232      2.695       2.63      1.476         11        640:  31%|███▏      | 163/519 [01:24<02:04,  2.85it/s]
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       1/80     0.814G      1.233      2.691      2.627      1.476         10        640:  32%|███▏      | 164/519 [01:25<04:32,  1.31it/s]
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       1/80     0.814G       1.23      2.679      2.615      1.474         10        640:  32%|███▏      | 167/519 [01:26<02:25,  2.43it/s]
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       1/80     0.814G      1.231      2.676       2.61      1.475          9        640:  32%|███▏      | 168/519 [01:27<04:09,  1.41it/s]
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       1/80     0.816G      1.217      2.438      2.172      1.439         11        640:  60%|██████    | 312/519 [02:32<01:24,  2.46it/s]
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       1/80     0.816G      1.216      2.437      2.169      1.439         11        640:  60%|██████    | 313/519 [02:33<01:12,  2.83it/s]
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       1/80     0.816G      1.215      2.435      2.167      1.438         12        640:  61%|██████    | 314/519 [02:34<01:14,  2.77it/s]
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       1/80     0.816G      1.213      2.429      2.157      1.435         11        640:  61%|██████▏   | 318/519 [02:36<01:13,  2.73it/s]
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       1/80     0.816G      1.213      2.427      2.154      1.435          9        640:  61%|██████▏   | 319/519 [02:36<01:49,  1.82it/s]
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       1/80     0.816G      1.212      2.425      2.151      1.434          8        640:  62%|██████▏   | 320/519 [02:37<01:37,  2.04it/s]
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       1/80     0.816G       1.21      2.419      2.143      1.432         11        640:  62%|██████▏   | 323/519 [02:37<01:23,  2.34it/s]
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       1/80     0.816G      1.211      2.417      2.139      1.433         11        640:  62%|██████▏   | 324/519 [02:39<01:11,  2.72it/s]
       1/80     0.816G      1.211      2.417      2.139      1.433         11        640:  63%|██████▎   | 325/519 [02:39<02:01,  1.60it/s]
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       1/80     0.816G       1.21      2.394      2.104      1.429         12        640:  66%|██████▋   | 345/519 [02:48<01:16,  2.28it/s]
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       1/80     0.816G      1.209      2.392      2.101      1.428         15        640:  67%|██████▋   | 346/519 [02:48<01:10,  2.45it/s]
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       1/80     0.816G      1.207      2.389      2.099      1.427          8        640:  67%|██████▋   | 347/519 [02:48<01:10,  2.44it/s]
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       1/80     0.816G      1.206      2.386      2.095      1.426         11        640:  67%|██████▋   | 349/519 [02:49<00:53,  3.16it/s]
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       1/80     0.816G      1.206      2.385      2.093      1.426          6        640:  68%|██████▊   | 351/519 [02:50<01:33,  1.80it/s]
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       1/80     0.816G      1.202      2.375      2.077      1.422          9        640:  69%|██████▉   | 357/519 [02:52<00:54,  2.98it/s]
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       1/80     0.816G        1.2       2.37      2.074      1.421          7        640:  69%|██████▉   | 360/519 [02:55<01:42,  1.55it/s]
       1/80     0.816G        1.2       2.37      2.074      1.421          7        640:  70%|██████▉   | 361/519 [02:55<01:19,  1.99it/s]
       1/80     0.816G        1.2      2.369      2.071       1.42         11        640:  70%|██████▉   | 361/519 [02:55<01:19,  1.99it/s]
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       1/80     0.816G        1.2      2.368      2.068      1.419         11        640:  70%|██████▉   | 362/519 [02:56<01:10,  2.22it/s]
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       1/80     0.816G      1.199      2.366      2.065      1.418         10        640:  70%|██████▉   | 363/519 [02:57<02:00,  1.30it/s]
       1/80     0.816G      1.199      2.366      2.065      1.418         10        640:  70%|███████   | 364/519 [02:57<01:32,  1.68it/s]
       1/80     0.816G      1.197      2.364      2.063      1.417          8        640:  70%|███████   | 364/519 [02:57<01:32,  1.68it/s]
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       1/80     0.816G      1.192      2.349      2.025      1.415         10        640:  74%|███████▍  | 385/519 [03:06<00:49,  2.69it/s]
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       1/80     0.816G      1.187      2.333      1.988      1.408          8        640:  78%|███████▊  | 406/519 [03:17<00:42,  2.65it/s]
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       1/80     0.816G      1.189      2.334      1.986      1.409         10        640:  79%|███████▊  | 408/519 [03:18<00:54,  2.02it/s]
       1/80     0.816G      1.189      2.336      1.985      1.409          8        640:  79%|███████▊  | 408/519 [03:18<00:54,  2.02it/s]
       1/80     0.816G      1.189      2.336      1.985      1.409          8        640:  79%|███████▉  | 409/519 [03:18<00:46,  2.39it/s]
       1/80     0.816G       1.19      2.335      1.983       1.41          6        640:  79%|███████▉  | 409/519 [03:18<00:46,  2.39it/s]
       1/80     0.816G       1.19      2.335      1.983       1.41          6        640:  79%|███████▉  | 410/519 [03:18<00:39,  2.79it/s]
       1/80     0.816G      1.189      2.333      1.981      1.409         11        640:  79%|███████▉  | 410/519 [03:19<00:39,  2.79it/s]
       1/80     0.816G      1.189      2.333      1.981      1.409         11        640:  79%|███████▉  | 411/519 [03:19<01:13,  1.48it/s]
       1/80     0.816G      1.189      2.331       1.98      1.408          9        640:  79%|███████▉  | 411/519 [03:20<01:13,  1.48it/s]
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       1/80     0.816G      1.188      2.331      1.978      1.409         11        640:  79%|███████▉  | 412/519 [03:20<00:58,  1.84it/s]
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       1/80     0.816G      1.189       2.33      1.977      1.408          9        640:  80%|███████▉  | 413/519 [03:20<00:44,  2.36it/s]
       1/80     0.816G      1.188      2.329      1.974      1.407         10        640:  80%|███████▉  | 413/519 [03:21<00:44,  2.36it/s]
       1/80     0.816G      1.188      2.329      1.974      1.407         10        640:  80%|███████▉  | 415/519 [03:21<00:56,  1.84it/s]
       1/80     0.816G      1.189      2.327      1.973      1.408          8        640:  80%|███████▉  | 415/519 [03:21<00:56,  1.84it/s]
       1/80     0.816G      1.189      2.327      1.973      1.408          8        640:  80%|████████  | 416/519 [03:21<00:48,  2.12it/s]
       1/80     0.816G      1.189      2.325      1.972      1.407         15        640:  80%|████████  | 416/519 [03:22<00:48,  2.12it/s]
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       1/80     0.816G      1.187       2.32      1.962      1.405         13        640:  81%|████████  | 421/519 [03:24<00:43,  2.24it/s]
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       1/80     0.816G      1.187       2.32      1.962      1.404          8        640:  81%|████████▏ | 422/519 [03:25<00:39,  2.47it/s]
       1/80     0.816G      1.187       2.32      1.962      1.404          8        640:  82%|████████▏ | 423/519 [03:25<00:57,  1.67it/s]
       1/80     0.816G      1.187      2.319       1.96      1.404         14        640:  82%|████████▏ | 423/519 [03:25<00:57,  1.67it/s]
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       1/80     0.816G      1.187      2.322      1.959      1.404         13        640:  82%|████████▏ | 424/519 [03:26<00:45,  2.08it/s]
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       1/80     0.816G      1.186      2.323      1.958      1.404          9        640:  82%|████████▏ | 425/519 [03:26<00:37,  2.49it/s]
       1/80     0.816G      1.186      2.323      1.958      1.404          9        640:  82%|████████▏ | 426/519 [03:26<00:32,  2.84it/s]
       1/80     0.816G      1.188      2.325      1.957      1.405          5        640:  82%|████████▏ | 426/519 [03:27<00:32,  2.84it/s]
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       1/80     0.816G      1.188      2.325      1.957      1.405          6        640:  82%|████████▏ | 427/519 [03:27<00:48,  1.89it/s]
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       1/80     0.816G      1.188      2.325      1.955      1.404         13        640:  82%|████████▏ | 428/519 [03:27<00:39,  2.31it/s]
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       1/80     0.816G      1.188      2.324      1.951      1.404          7        640:  83%|████████▎ | 432/519 [03:28<00:34,  2.49it/s]
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       1/80     0.816G      1.187      2.314      1.931      1.402         10        640:  86%|████████▌ | 446/519 [03:34<00:23,  3.08it/s]
       1/80     0.816G      1.186      2.312      1.929      1.402          7        640:  86%|████████▌ | 446/519 [03:35<00:23,  3.08it/s]
       1/80     0.816G      1.186      2.312      1.929      1.402          7        640:  86%|████████▌ | 447/519 [03:35<00:34,  2.06it/s]
       1/80     0.816G      1.188      2.312      1.929      1.403         11        640:  86%|████████▌ | 447/519 [03:35<00:34,  2.06it/s]
       1/80     0.816G      1.188      2.312      1.929      1.403         11        640:  86%|████████▋ | 448/519 [03:35<00:30,  2.35it/s]
       1/80     0.816G      1.188      2.312      1.928      1.403         16        640:  86%|████████▋ | 448/519 [03:35<00:30,  2.35it/s]
       1/80     0.816G      1.188      2.312      1.928      1.403         16        640:  87%|████████▋ | 449/519 [03:35<00:26,  2.65it/s]
       1/80     0.816G      1.187       2.31      1.926      1.402          8        640:  87%|████████▋ | 449/519 [03:36<00:26,  2.65it/s]
       1/80     0.816G      1.187       2.31      1.926      1.402          8        640:  87%|████████▋ | 450/519 [03:36<00:22,  3.10it/s]
       1/80     0.816G      1.187       2.31      1.924      1.401         14        640:  87%|████████▋ | 450/519 [03:36<00:22,  3.10it/s]
       1/80     0.816G      1.187       2.31      1.924      1.401         14        640:  87%|████████▋ | 451/519 [03:36<00:21,  3.18it/s]
       1/80     0.816G      1.187      2.308      1.922      1.401          7        640:  87%|████████▋ | 451/519 [03:37<00:21,  3.18it/s]
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       1/80     0.816G      1.185      2.302       1.91      1.399          9        640:  88%|████████▊ | 458/519 [03:40<00:22,  2.67it/s]
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       1/80     0.816G      1.185        2.3      1.908      1.398         13        640:  89%|████████▊ | 460/519 [03:41<00:29,  2.03it/s]
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       1/80     0.816G      1.183      2.297      1.906      1.398          6        640:  89%|████████▉ | 462/519 [03:42<00:23,  2.38it/s]
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       1/80     0.816G      1.182      2.296      1.904      1.397         10        640:  89%|████████▉ | 463/519 [03:43<00:20,  2.75it/s]
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       1/80     0.816G      1.182      2.294      1.902      1.397         16        640:  89%|████████▉ | 464/519 [03:43<00:31,  1.77it/s]
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       1/80     0.816G      1.182      2.296      1.903      1.397          7        640:  90%|████████▉ | 465/519 [03:43<00:24,  2.17it/s]
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       1/80     0.816G      1.181      2.296      1.901      1.396          7        640:  90%|████████▉ | 466/519 [03:43<00:20,  2.60it/s]
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       1/80     0.816G      1.181      2.294      1.899      1.395         13        640:  90%|█████████ | 468/519 [03:45<00:36,  1.41it/s]
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       1/80     0.816G       1.18      2.293      1.897      1.395          8        640:  90%|█████████ | 469/519 [03:45<00:28,  1.76it/s]
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       1/80     0.816G      1.181      2.292      1.896      1.396         10        640:  91%|█████████ | 470/519 [03:46<00:23,  2.13it/s]
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       1/80     0.816G      1.181      2.291      1.894      1.395         14        640:  91%|█████████ | 471/519 [03:46<00:25,  1.91it/s]
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       1/80     0.816G       1.18      2.292      1.893      1.395         13        640:  91%|█████████ | 472/519 [03:47<00:23,  2.00it/s]
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       1/80     0.816G       1.18       2.29       1.89      1.395          9        640:  91%|█████████ | 473/519 [03:47<00:19,  2.40it/s]
       1/80     0.816G       1.18       2.29       1.89      1.395          9        640:  91%|█████████▏| 474/519 [03:47<00:17,  2.57it/s]
       1/80     0.816G      1.179      2.289      1.888      1.394         12        640:  91%|█████████▏| 474/519 [03:47<00:17,  2.57it/s]
       1/80     0.816G      1.179      2.289      1.888      1.394         12        640:  92%|█████████▏| 475/519 [03:47<00:18,  2.37it/s]
       1/80     0.816G      1.179      2.288      1.887      1.394         16        640:  92%|█████████▏| 475/519 [03:48<00:18,  2.37it/s]
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       1/80     0.816G      1.179      2.287      1.886      1.394         13        640:  92%|█████████▏| 476/519 [03:48<00:22,  1.93it/s]
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       1/80     0.816G      1.179      2.287      1.884      1.393         13        640:  92%|█████████▏| 477/519 [03:49<00:18,  2.27it/s]
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       1/80     0.816G      1.178      2.285      1.882      1.393         11        640:  92%|█████████▏| 478/519 [03:49<00:15,  2.71it/s]
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       1/80     0.816G      1.177      2.283       1.88      1.392         11        640:  92%|█████████▏| 479/519 [03:50<00:18,  2.20it/s]
       1/80     0.816G      1.177      2.283       1.88      1.392         11        640:  92%|█████████▏| 480/519 [03:50<00:14,  2.62it/s]
       1/80     0.816G      1.176      2.284      1.879      1.392          6        640:  92%|█████████▏| 480/519 [03:50<00:14,  2.62it/s]
       1/80     0.816G      1.176      2.284      1.879      1.392          6        640:  93%|█████████▎| 481/519 [03:50<00:12,  2.98it/s]
       1/80     0.816G      1.175      2.282      1.877      1.391         10        640:  93%|█████████▎| 481/519 [03:50<00:12,  2.98it/s]
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       1/80     0.816G      1.176      2.282      1.876      1.391          9        640:  93%|█████████▎| 482/519 [03:51<00:15,  2.39it/s]
       1/80     0.816G      1.176      2.282      1.876      1.391          9        640:  93%|█████████▎| 483/519 [03:51<00:14,  2.47it/s]
       1/80     0.816G      1.176      2.282      1.875       1.39          9        640:  93%|█████████▎| 483/519 [03:51<00:14,  2.47it/s]
       1/80     0.816G      1.176      2.282      1.875       1.39          9        640:  93%|█████████▎| 484/519 [03:51<00:13,  2.60it/s]
       1/80     0.816G      1.176      2.281      1.874      1.391          7        640:  93%|█████████▎| 484/519 [03:51<00:13,  2.60it/s]
       1/80     0.816G      1.176      2.281      1.874      1.391          7        640:  93%|█████████▎| 485/519 [03:51<00:12,  2.64it/s]
       1/80     0.816G      1.176      2.278      1.872       1.39         10        640:  93%|█████████▎| 485/519 [03:53<00:12,  2.64it/s]
       1/80     0.816G      1.176      2.278      1.872       1.39         10        640:  94%|█████████▎| 486/519 [03:53<00:20,  1.62it/s]
       1/80     0.816G      1.175      2.277       1.87       1.39         11        640:  94%|█████████▎| 486/519 [03:53<00:20,  1.62it/s]
       1/80     0.816G      1.175      2.277       1.87       1.39         11        640:  94%|█████████▍| 487/519 [03:53<00:15,  2.00it/s]
       1/80     0.816G      1.176      2.277      1.869       1.39         10        640:  94%|█████████▍| 487/519 [03:53<00:15,  2.00it/s]
       1/80     0.816G      1.176      2.277      1.869       1.39         10        640:  94%|█████████▍| 488/519 [03:53<00:13,  2.37it/s]
       1/80     0.816G      1.176      2.278      1.869       1.39         13        640:  94%|█████████▍| 488/519 [03:53<00:13,  2.37it/s]
       1/80     0.816G      1.176      2.278      1.869       1.39         13        640:  94%|█████████▍| 489/519 [03:53<00:11,  2.71it/s]
       1/80     0.816G      1.175      2.276      1.867       1.39          8        640:  94%|█████████▍| 489/519 [03:54<00:11,  2.71it/s]
       1/80     0.816G      1.175      2.276      1.867       1.39          8        640:  94%|█████████▍| 490/519 [03:54<00:15,  1.90it/s]
       1/80     0.816G      1.175      2.277      1.866      1.389         11        640:  94%|█████████▍| 490/519 [03:55<00:15,  1.90it/s]
       1/80     0.816G      1.175      2.277      1.866      1.389         11        640:  95%|█████████▍| 491/519 [03:55<00:13,  2.11it/s]
       1/80     0.816G      1.174      2.274      1.864      1.389         10        640:  95%|█████████▍| 491/519 [03:55<00:13,  2.11it/s]
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       1/80     0.816G      1.175      2.274      1.862      1.389         13        640:  95%|█████████▍| 492/519 [03:56<00:15,  1.74it/s]
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       1/80     0.816G      1.174      2.272      1.861      1.388          7        640:  95%|█████████▍| 493/519 [03:56<00:12,  2.06it/s]
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       1/80     0.816G      1.173       2.27      1.857      1.387          9        640:  95%|█████████▌| 495/519 [03:57<00:09,  2.41it/s]
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       1/80     0.816G      1.172      2.268      1.855      1.386          7        640:  96%|█████████▌| 496/519 [03:57<00:08,  2.82it/s]
       1/80     0.816G      1.172      2.268      1.855      1.386          7        640:  96%|█████████▌| 497/519 [03:57<00:07,  2.98it/s]
       1/80     0.816G      1.173      2.269      1.855      1.386         12        640:  96%|█████████▌| 497/519 [03:58<00:07,  2.98it/s]
       1/80     0.816G      1.173      2.269      1.855      1.386         12        640:  96%|█████████▌| 498/519 [03:58<00:14,  1.41it/s]
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       1/80     0.816G      1.172      2.268      1.853      1.386         10        640:  96%|█████████▌| 499/519 [03:59<00:11,  1.68it/s]
       1/80     0.816G      1.172      2.268      1.853      1.386         10        640:  96%|█████████▋| 500/519 [03:59<00:08,  2.14it/s]
       1/80     0.816G      1.171      2.266      1.852      1.385         13        640:  96%|█████████▋| 500/519 [03:59<00:08,  2.14it/s]
       1/80     0.816G      1.171      2.266      1.852      1.385         13        640:  97%|█████████▋| 501/519 [03:59<00:07,  2.53it/s]
       1/80     0.816G      1.171      2.265       1.85      1.385         14        640:  97%|█████████▋| 501/519 [04:00<00:07,  2.53it/s]
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       1/80     0.816G      1.172      2.265      1.851      1.385          7        640:  97%|█████████▋| 502/519 [04:01<00:11,  1.53it/s]
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       1/80     0.816G      1.171      2.264       1.85      1.385          8        640:  97%|█████████▋| 503/519 [04:01<00:08,  1.82it/s]
       1/80     0.816G      1.171      2.264       1.85      1.385          8        640:  97%|█████████▋| 504/519 [04:01<00:06,  2.19it/s]
       1/80     0.816G      1.172      2.263      1.849      1.385          8        640:  97%|█████████▋| 504/519 [04:01<00:06,  2.19it/s]
       1/80     0.816G      1.172      2.263      1.849      1.385          8        640:  97%|█████████▋| 505/519 [04:01<00:05,  2.56it/s]
       1/80     0.816G      1.172      2.264      1.848      1.386          8        640:  97%|█████████▋| 505/519 [04:02<00:05,  2.56it/s]
       1/80     0.816G      1.172      2.264      1.848      1.386          8        640:  97%|█████████▋| 506/519 [04:02<00:06,  1.92it/s]
       1/80     0.816G      1.171      2.263      1.846      1.385          7        640:  97%|█████████▋| 506/519 [04:02<00:06,  1.92it/s]
       1/80     0.816G      1.171      2.263      1.846      1.385          7        640:  98%|█████████▊| 507/519 [04:02<00:05,  2.25it/s]
       1/80     0.816G      1.171      2.262      1.844      1.385         11        640:  98%|█████████▊| 507/519 [04:03<00:05,  2.25it/s]
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       1/80     0.816G      1.171      2.261      1.843      1.385          9        640:  98%|█████████▊| 508/519 [04:03<00:05,  1.89it/s]
       1/80     0.816G      1.171      2.261      1.843      1.385          9        640:  98%|█████████▊| 509/519 [04:03<00:04,  2.17it/s]
       1/80     0.816G       1.17      2.259      1.841      1.384         13        640:  98%|█████████▊| 509/519 [04:04<00:04,  2.17it/s]
       1/80     0.816G       1.17      2.259      1.841      1.384         13        640:  98%|█████████▊| 510/519 [04:04<00:04,  1.91it/s]
       1/80     0.816G       1.17      2.258       1.84      1.384          9        640:  98%|█████████▊| 510/519 [04:04<00:04,  1.91it/s]
       1/80     0.816G       1.17      2.258       1.84      1.384          9        640:  98%|█████████▊| 511/519 [04:04<00:03,  2.30it/s]
       1/80     0.816G      1.169      2.258      1.838      1.383         10        640:  98%|█████████▊| 511/519 [04:04<00:03,  2.30it/s]
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       1/80     0.816G      1.169      2.258      1.837      1.383         10        640:  99%|█████████▉| 513/519 [04:05<00:01,  3.05it/s]
       1/80     0.816G      1.169      2.258      1.836      1.383         13        640:  99%|█████████▉| 513/519 [04:06<00:01,  3.05it/s]
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       1/80     0.816G      1.168      2.257      1.834      1.382          8        640:  99%|█████████▉| 514/519 [04:06<00:02,  1.72it/s]
       1/80     0.816G      1.168      2.257      1.834      1.382          8        640:  99%|█████████▉| 515/519 [04:06<00:01,  2.06it/s]
       1/80     0.816G      1.168      2.257      1.833      1.382         10        640:  99%|█████████▉| 515/519 [04:06<00:01,  2.06it/s]
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       1/80     0.816G      1.167      2.255       1.83      1.382         10        640: 100%|█████████▉| 517/519 [04:07<00:00,  2.64it/s]
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       1/80     0.816G      1.167      2.255       1.83      1.382          7        640: 100%|██████████| 519/519 [04:07<00:00,  3.39it/s]
       1/80     0.816G      1.167      2.255       1.83      1.382          7        640: 100%|██████████| 519/519 [04:07<00:00,  2.10it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]/home/Student/s4671748/miniconda3/lib/python3.12/site-packages/torch/utils/data/dataloader.py:617: UserWarning: This DataLoader will create 8 worker processes in total. Our suggested max number of worker in current system is 1, which is smaller than what this DataLoader is going to create. Please be aware that excessive worker creation might get DataLoader running slow or even freeze, lower the worker number to avoid potential slowness/freeze if necessary.
-  warnings.warn(
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<07:16,  6.83s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:07<03:11,  3.04s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:49,  1.76s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:15,  1.23s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<01:00,  1.02s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:09<00:50,  1.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:42,  1.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:10<00:37,  1.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:32,  1.75it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:26,  2.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:11<00:24,  2.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:20,  2.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:22,  2.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:23,  2.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:19,  2.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:22,  2.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:25,  1.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:26,  1.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:15<00:25,  1.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:27,  1.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:28,  1.55it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:17<00:27,  1.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:25,  1.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  1.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:18<00:18,  2.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.27it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:19<00:06,  5.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:19<00:06,  5.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:19<00:05,  5.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:05,  6.36it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.58it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.81it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:20<00:04,  6.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:20<00:03,  7.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:20<00:04,  6.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:04,  5.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:04,  5.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  5.93it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:21<00:03,  5.93it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:21<00:03,  6.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:21<00:03,  6.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  6.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:03,  5.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:22<00:02,  6.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:22<00:02,  6.49it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:22<00:02,  6.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:22<00:01,  7.44it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  82%|████████▏ | 53/65 [00:22<00:01,  8.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:22<00:01,  8.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  8.83it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:00,  9.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  89%|████████▉ | 58/65 [00:23<00:00,  9.39it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:23<00:00,  9.46it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  92%|█████████▏| 60/65 [00:23<00:00,  9.49it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:23<00:00,  9.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:23<00:00,  9.59it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:23<00:00,  8.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  98%|█████████▊| 64/65 [00:23<00:00,  8.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  7.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:24<00:00,  2.70it/s]
-                   all        519        519       0.85      0.783       0.86      0.542      0.847      0.781      0.855       0.54
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
       2/80     0.919G     0.7458      2.071      1.167      1.198         12        640:   0%|          | 0/519 [00:02<?, ?it/s]
       2/80     0.919G     0.7458      2.071      1.167      1.198         12        640:   0%|          | 1/519 [00:02<25:49,  2.99s/it]
       2/80     0.931G     0.9283      2.176      1.201      1.254         10        640:   0%|          | 1/519 [00:03<25:49,  2.99s/it]
       2/80     0.931G     0.9283      2.176      1.201      1.254         10        640:   0%|          | 2/519 [00:03<12:25,  1.44s/it]
       2/80     0.931G     0.9704      2.146      1.189      1.255         11        640:   0%|          | 2/519 [00:03<12:25,  1.44s/it]
       2/80     0.931G     0.9704      2.146      1.189      1.255         11        640:   1%|          | 3/519 [00:03<07:40,  1.12it/s]
       2/80     0.935G      1.053      2.072      1.375       1.29          7        640:   1%|          | 3/519 [00:03<07:40,  1.12it/s]
       2/80     0.935G      1.053      2.072      1.375       1.29          7        640:   1%|          | 4/519 [00:03<05:29,  1.56it/s]
       2/80     0.935G      1.082      2.115      1.481      1.306          8        640:   1%|          | 4/519 [00:05<05:29,  1.56it/s]
       2/80     0.935G      1.082      2.115      1.481      1.306          8        640:   1%|          | 5/519 [00:05<07:31,  1.14it/s]
       2/80     0.935G      1.158      2.206      1.456      1.322         11        640:   1%|          | 5/519 [00:05<07:31,  1.14it/s]
       2/80     0.935G      1.158      2.206      1.456      1.322         11        640:   1%|          | 6/519 [00:05<05:37,  1.52it/s]
       2/80     0.935G      1.126      2.129       1.46       1.28          9        640:   1%|          | 6/519 [00:05<05:37,  1.52it/s]
       2/80     0.935G      1.126      2.129       1.46       1.28          9        640:   1%|▏         | 7/519 [00:05<04:24,  1.94it/s]
       2/80     0.935G      1.135       2.06        1.4      1.278          9        640:   1%|▏         | 7/519 [00:05<04:24,  1.94it/s]
       2/80     0.935G      1.135       2.06        1.4      1.278          9        640:   2%|▏         | 8/519 [00:05<03:45,  2.27it/s]
       2/80     0.935G      1.115      2.106      1.381      1.295          7        640:   2%|▏         | 8/519 [00:06<03:45,  2.27it/s]
       2/80     0.935G      1.115      2.106      1.381      1.295          7        640:   2%|▏         | 9/519 [00:06<04:47,  1.77it/s]
       2/80     0.935G      1.119      2.074      1.359      1.288         13        640:   2%|▏         | 9/519 [00:06<04:47,  1.77it/s]
       2/80     0.935G      1.119      2.074      1.359      1.288         13        640:   2%|▏         | 10/519 [00:06<04:00,  2.11it/s]
       2/80     0.935G      1.132      2.049       1.35      1.293         11        640:   2%|▏         | 10/519 [00:07<04:00,  2.11it/s]
       2/80     0.935G      1.132      2.049       1.35      1.293         11        640:   2%|▏         | 11/519 [00:07<03:20,  2.53it/s]
       2/80     0.935G      1.136      2.052      1.323      1.307         11        640:   2%|▏         | 11/519 [00:07<03:20,  2.53it/s]
       2/80     0.935G      1.136      2.052      1.323      1.307         11        640:   2%|▏         | 12/519 [00:07<02:47,  3.02it/s]
       2/80     0.935G      1.122      2.039      1.299      1.297          9        640:   2%|▏         | 12/519 [00:08<02:47,  3.02it/s]
       2/80     0.935G      1.122      2.039      1.299      1.297          9        640:   3%|▎         | 13/519 [00:08<05:22,  1.57it/s]
       2/80     0.935G      1.129      2.084      1.287      1.308          9        640:   3%|▎         | 13/519 [00:09<05:22,  1.57it/s]
       2/80     0.935G      1.129      2.084      1.287      1.308          9        640:   3%|▎         | 14/519 [00:09<04:30,  1.86it/s]
       2/80     0.935G      1.142      2.058      1.304      1.298         12        640:   3%|▎         | 14/519 [00:09<04:30,  1.86it/s]
       2/80     0.935G      1.142      2.058      1.304      1.298         12        640:   3%|▎         | 15/519 [00:09<03:44,  2.25it/s]
       2/80     0.935G      1.125      2.032      1.304      1.291          9        640:   3%|▎         | 15/519 [00:09<03:44,  2.25it/s]
       2/80     0.935G      1.125      2.032      1.304      1.291          9        640:   3%|▎         | 16/519 [00:09<03:17,  2.55it/s]
       2/80     0.935G      1.114      2.018      1.294      1.286         11        640:   3%|▎         | 16/519 [00:10<03:17,  2.55it/s]
       2/80     0.935G      1.114      2.018      1.294      1.286         11        640:   3%|▎         | 17/519 [00:10<04:35,  1.82it/s]
       2/80     0.935G      1.132      2.049      1.314      1.291         14        640:   3%|▎         | 17/519 [00:10<04:35,  1.82it/s]
       2/80     0.935G      1.132      2.049      1.314      1.291         14        640:   3%|▎         | 18/519 [00:10<03:46,  2.21it/s]
       2/80     0.935G       1.14      2.058      1.313      1.294         11        640:   3%|▎         | 18/519 [00:10<03:46,  2.21it/s]
       2/80     0.935G       1.14      2.058      1.313      1.294         11        640:   4%|▎         | 19/519 [00:10<03:16,  2.55it/s]
       2/80     0.935G       1.15      2.085      1.338      1.298          8        640:   4%|▎         | 19/519 [00:11<03:16,  2.55it/s]
       2/80     0.935G       1.15      2.085      1.338      1.298          8        640:   4%|▍         | 20/519 [00:11<02:59,  2.77it/s]
       2/80     0.935G      1.145      2.086      1.333      1.313          6        640:   4%|▍         | 20/519 [00:13<02:59,  2.77it/s]
       2/80     0.935G      1.145      2.086      1.333      1.313          6        640:   4%|▍         | 21/519 [00:13<06:44,  1.23it/s]
       2/80     0.935G      1.132      2.082      1.316      1.303         12        640:   4%|▍         | 21/519 [00:13<06:44,  1.23it/s]
       2/80     0.935G      1.132      2.082      1.316      1.303         12        640:   4%|▍         | 22/519 [00:13<05:17,  1.57it/s]
       2/80     0.935G      1.132       2.08      1.308      1.307         11        640:   4%|▍         | 22/519 [00:13<05:17,  1.57it/s]
       2/80     0.935G      1.132       2.08      1.308      1.307         11        640:   4%|▍         | 23/519 [00:13<04:20,  1.91it/s]
       2/80     0.935G      1.133      2.069      1.292      1.308         12        640:   4%|▍         | 23/519 [00:13<04:20,  1.91it/s]
       2/80     0.935G      1.133      2.069      1.292      1.308         12        640:   5%|▍         | 24/519 [00:13<03:30,  2.35it/s]
       2/80     0.935G      1.136      2.074      1.288      1.305         14        640:   5%|▍         | 24/519 [00:14<03:30,  2.35it/s]
       2/80     0.935G      1.136      2.074      1.288      1.305         14        640:   5%|▍         | 25/519 [00:14<05:02,  1.63it/s]
       2/80     0.935G      1.127      2.068      1.282      1.307         10        640:   5%|▍         | 25/519 [00:15<05:02,  1.63it/s]
       2/80     0.935G      1.127      2.068      1.282      1.307         10        640:   5%|▌         | 26/519 [00:15<04:21,  1.89it/s]
       2/80     0.935G      1.118      2.037      1.268      1.298         10        640:   5%|▌         | 26/519 [00:15<04:21,  1.89it/s]
       2/80     0.935G      1.118      2.037      1.268      1.298         10        640:   5%|▌         | 27/519 [00:15<03:36,  2.28it/s]
       2/80     0.935G      1.112      2.027      1.264      1.292         13        640:   5%|▌         | 27/519 [00:15<03:36,  2.28it/s]
       2/80     0.935G      1.112      2.027      1.264      1.292         13        640:   5%|▌         | 28/519 [00:15<03:11,  2.56it/s]
       2/80     0.935G      1.116      2.012      1.256      1.286         10        640:   5%|▌         | 28/519 [00:16<03:11,  2.56it/s]
       2/80     0.935G      1.116      2.012      1.256      1.286         10        640:   6%|▌         | 29/519 [00:16<05:12,  1.57it/s]
       2/80     0.935G      1.117      2.006      1.247      1.284         12        640:   6%|▌         | 29/519 [00:17<05:12,  1.57it/s]
       2/80     0.935G      1.117      2.006      1.247      1.284         12        640:   6%|▌         | 30/519 [00:17<04:17,  1.90it/s]
       2/80     0.935G      1.122      2.001      1.243      1.288         11        640:   6%|▌         | 30/519 [00:17<04:17,  1.90it/s]
       2/80     0.935G      1.122      2.001      1.243      1.288         11        640:   6%|▌         | 31/519 [00:17<03:24,  2.39it/s]
       2/80     0.935G       1.12      2.005      1.245      1.288         11        640:   6%|▌         | 31/519 [00:17<03:24,  2.39it/s]
       2/80     0.935G       1.12      2.005      1.245      1.288         11        640:   6%|▌         | 32/519 [00:17<03:15,  2.49it/s]
       2/80     0.935G      1.119      2.004      1.243      1.289          8        640:   6%|▌         | 32/519 [00:19<03:15,  2.49it/s]
       2/80     0.935G      1.119      2.004      1.243      1.289          8        640:   6%|▋         | 33/519 [00:19<06:01,  1.34it/s]
       2/80     0.935G       1.12      2.014      1.241      1.291         12        640:   6%|▋         | 33/519 [00:19<06:01,  1.34it/s]
       2/80     0.935G       1.12      2.014      1.241      1.291         12        640:   7%|▋         | 34/519 [00:19<04:46,  1.70it/s]
       2/80     0.935G      1.133      2.022      1.247      1.294          9        640:   7%|▋         | 34/519 [00:19<04:46,  1.70it/s]
       2/80     0.935G      1.133      2.022      1.247      1.294          9        640:   7%|▋         | 35/519 [00:19<03:50,  2.10it/s]
       2/80     0.935G      1.139      2.039      1.251      1.297         11        640:   7%|▋         | 35/519 [00:19<03:50,  2.10it/s]
       2/80     0.935G      1.139      2.039      1.251      1.297         11        640:   7%|▋         | 36/519 [00:19<03:13,  2.50it/s]
       2/80     0.935G      1.154      2.072      1.258      1.308         10        640:   7%|▋         | 36/519 [00:20<03:13,  2.50it/s]
       2/80     0.935G      1.154      2.072      1.258      1.308         10        640:   7%|▋         | 37/519 [00:20<04:19,  1.86it/s]
       2/80     0.935G      1.148       2.06      1.251      1.302         14        640:   7%|▋         | 37/519 [00:20<04:19,  1.86it/s]
       2/80     0.935G      1.148       2.06      1.251      1.302         14        640:   7%|▋         | 38/519 [00:20<03:34,  2.24it/s]
       2/80     0.935G      1.147      2.045      1.244      1.301          9        640:   7%|▋         | 38/519 [00:21<03:34,  2.24it/s]
       2/80     0.935G      1.147      2.045      1.244      1.301          9        640:   8%|▊         | 39/519 [00:21<03:16,  2.44it/s]
       2/80     0.935G      1.142      2.036      1.243      1.297         10        640:   8%|▊         | 39/519 [00:21<03:16,  2.44it/s]
       2/80     0.935G      1.142      2.036      1.243      1.297         10        640:   8%|▊         | 40/519 [00:21<02:50,  2.82it/s]
       2/80     0.935G      1.149      2.022      1.243      1.299          9        640:   8%|▊         | 40/519 [00:22<02:50,  2.82it/s]
       2/80     0.935G      1.149      2.022      1.243      1.299          9        640:   8%|▊         | 41/519 [00:22<04:30,  1.77it/s]
       2/80     0.935G      1.152      2.029      1.243      1.304         11        640:   8%|▊         | 41/519 [00:22<04:30,  1.77it/s]
       2/80     0.935G      1.152      2.029      1.243      1.304         11        640:   8%|▊         | 42/519 [00:22<03:40,  2.17it/s]
       2/80     0.935G       1.15       2.03      1.244      1.302         13        640:   8%|▊         | 42/519 [00:23<03:40,  2.17it/s]
       2/80     0.935G       1.15       2.03      1.244      1.302         13        640:   8%|▊         | 43/519 [00:23<03:09,  2.51it/s]
       2/80     0.935G      1.149      2.016      1.237      1.303          8        640:   8%|▊         | 43/519 [00:23<03:09,  2.51it/s]
       2/80     0.935G      1.149      2.016      1.237      1.303          8        640:   8%|▊         | 44/519 [00:23<02:41,  2.94it/s]
       2/80     0.935G      1.144       2.01      1.234      1.296          7        640:   8%|▊         | 44/519 [00:24<02:41,  2.94it/s]
       2/80     0.935G      1.144       2.01      1.234      1.296          7        640:   9%|▊         | 45/519 [00:24<03:52,  2.04it/s]
       2/80     0.935G       1.15      2.019      1.241      1.299         12        640:   9%|▊         | 45/519 [00:24<03:52,  2.04it/s]
       2/80     0.935G       1.15      2.019      1.241      1.299         12        640:   9%|▉         | 46/519 [00:24<03:17,  2.39it/s]
       2/80     0.935G       1.15      2.024      1.235      1.301         12        640:   9%|▉         | 46/519 [00:24<03:17,  2.39it/s]
       2/80     0.935G      1.152      2.017      1.235      1.299          9        640:   9%|▉         | 46/519 [00:24<03:17,  2.39it/s]
       2/80     0.935G      1.152      2.017      1.235      1.299          9        640:   9%|▉         | 48/519 [00:24<02:00,  3.90it/s]
       2/80     0.935G       1.15      2.005      1.232      1.296         11        640:   9%|▉         | 48/519 [00:25<02:00,  3.90it/s]
       2/80     0.935G       1.15      2.005      1.232      1.296         11        640:   9%|▉         | 49/519 [00:25<03:28,  2.25it/s]
       2/80     0.935G      1.148      2.002       1.23      1.294          7        640:   9%|▉         | 49/519 [00:26<03:28,  2.25it/s]
       2/80     0.935G      1.148      2.002       1.23      1.294          7        640:  10%|▉         | 50/519 [00:26<03:59,  1.96it/s]
       2/80     0.935G      1.157      2.017      1.239      1.309          7        640:  10%|▉         | 50/519 [00:26<03:59,  1.96it/s]
       2/80     0.935G      1.157      2.017      1.239      1.309          7        640:  10%|▉         | 51/519 [00:26<03:11,  2.45it/s]
       2/80     0.935G      1.156      2.019      1.236      1.311          9        640:  10%|▉         | 51/519 [00:26<03:11,  2.45it/s]
       2/80     0.935G      1.156      2.019      1.236      1.311          9        640:  10%|█         | 52/519 [00:26<02:53,  2.69it/s]
       2/80     0.935G      1.152      2.009       1.23      1.309          9        640:  10%|█         | 52/519 [00:27<02:53,  2.69it/s]
       2/80     0.935G      1.152      2.009       1.23      1.309          9        640:  10%|█         | 53/519 [00:27<03:02,  2.55it/s]
       2/80     0.935G      1.152      2.003      1.226      1.305         11        640:  10%|█         | 53/519 [00:27<03:02,  2.55it/s]
       2/80     0.935G      1.152      2.003      1.226      1.305         11        640:  10%|█         | 54/519 [00:27<04:16,  1.81it/s]
       2/80     0.935G      1.158       2.02      1.228       1.31          9        640:  10%|█         | 54/519 [00:28<04:16,  1.81it/s]
       2/80     0.935G      1.158       2.02      1.228       1.31          9        640:  11%|█         | 55/519 [00:28<03:25,  2.26it/s]
       2/80     0.935G      1.155      2.018      1.225      1.308         12        640:  11%|█         | 55/519 [00:28<03:25,  2.26it/s]
       2/80     0.935G      1.155      2.018      1.225      1.308         12        640:  11%|█         | 56/519 [00:28<03:00,  2.57it/s]
       2/80     0.935G      1.152       2.01      1.219      1.308         11        640:  11%|█         | 56/519 [00:28<03:00,  2.57it/s]
       2/80     0.935G      1.152       2.01      1.219      1.308         11        640:  11%|█         | 57/519 [00:28<02:46,  2.78it/s]
       2/80     0.935G      1.156       2.01       1.23      1.311          9        640:  11%|█         | 57/519 [00:29<02:46,  2.78it/s]
       2/80     0.935G      1.156       2.01       1.23      1.311          9        640:  11%|█         | 58/519 [00:29<04:06,  1.87it/s]
       2/80     0.935G      1.152      2.014      1.226      1.309         11        640:  11%|█         | 58/519 [00:29<04:06,  1.87it/s]
       2/80     0.935G      1.152      2.014      1.226      1.309         11        640:  11%|█▏        | 59/519 [00:29<03:24,  2.25it/s]
       2/80     0.935G      1.145      2.007      1.222      1.306          9        640:  11%|█▏        | 59/519 [00:30<03:24,  2.25it/s]
       2/80     0.935G      1.145      2.007      1.222      1.306          9        640:  12%|█▏        | 60/519 [00:30<02:47,  2.74it/s]
       2/80     0.935G      1.148      2.003      1.222      1.305         12        640:  12%|█▏        | 60/519 [00:30<02:47,  2.74it/s]
       2/80     0.935G      1.148      2.003      1.222      1.305         12        640:  12%|█▏        | 61/519 [00:30<02:57,  2.57it/s]
       2/80     0.935G       1.15      1.997      1.225      1.309          6        640:  12%|█▏        | 61/519 [00:30<02:57,  2.57it/s]
       2/80     0.935G       1.15      1.997      1.225      1.309          6        640:  12%|█▏        | 62/519 [00:30<02:51,  2.66it/s]
       2/80     0.935G      1.155      2.002      1.227      1.312         11        640:  12%|█▏        | 62/519 [00:31<02:51,  2.66it/s]
       2/80     0.935G      1.155      2.002      1.227      1.312         11        640:  12%|█▏        | 63/519 [00:31<02:30,  3.04it/s]
       2/80     0.935G      1.151      1.991      1.221      1.309         11        640:  12%|█▏        | 63/519 [00:31<02:30,  3.04it/s]
       2/80     0.935G      1.151      1.991      1.221      1.309         11        640:  12%|█▏        | 64/519 [00:31<02:21,  3.21it/s]
       2/80     0.935G      1.152      1.992      1.223       1.31         13        640:  12%|█▏        | 64/519 [00:32<02:21,  3.21it/s]
       2/80     0.935G      1.152      1.992      1.223       1.31         13        640:  13%|█▎        | 65/519 [00:32<03:45,  2.01it/s]
       2/80     0.935G       1.15      1.984      1.222      1.311          8        640:  13%|█▎        | 65/519 [00:32<03:45,  2.01it/s]
       2/80     0.935G       1.15      1.984      1.222      1.311          8        640:  13%|█▎        | 66/519 [00:32<03:12,  2.36it/s]
       2/80     0.935G      1.154       1.99      1.225      1.312          7        640:  13%|█▎        | 66/519 [00:32<03:12,  2.36it/s]
       2/80     0.935G      1.154       1.99      1.225      1.312          7        640:  13%|█▎        | 67/519 [00:32<02:51,  2.64it/s]
       2/80     0.935G      1.151      1.992      1.228      1.311          6        640:  13%|█▎        | 67/519 [00:32<02:51,  2.64it/s]
       2/80     0.935G      1.151      1.992      1.228      1.311          6        640:  13%|█▎        | 68/519 [00:32<02:25,  3.11it/s]
       2/80     0.935G      1.149      1.987      1.225      1.312         10        640:  13%|█▎        | 68/519 [00:33<02:25,  3.11it/s]
       2/80     0.935G      1.149      1.987      1.225      1.312         10        640:  13%|█▎        | 69/519 [00:33<03:15,  2.31it/s]
       2/80     0.935G      1.153      1.987      1.228      1.312          9        640:  13%|█▎        | 69/519 [00:34<03:15,  2.31it/s]
       2/80     0.935G      1.153      1.987      1.228      1.312          9        640:  13%|█▎        | 70/519 [00:34<04:19,  1.73it/s]
       2/80     0.935G      1.153      1.979       1.23      1.309          9        640:  13%|█▎        | 70/519 [00:34<04:19,  1.73it/s]
       2/80     0.935G      1.153      1.979       1.23      1.309          9        640:  14%|█▎        | 71/519 [00:34<03:36,  2.07it/s]
       2/80     0.935G      1.158      1.993      1.245      1.316          8        640:  14%|█▎        | 71/519 [00:35<03:36,  2.07it/s]
       2/80     0.935G      1.158      1.993      1.245      1.316          8        640:  14%|█▍        | 72/519 [00:35<03:11,  2.34it/s]
       2/80     0.935G      1.159      1.989      1.244      1.317         10        640:  14%|█▍        | 72/519 [00:36<03:11,  2.34it/s]
       2/80     0.935G      1.159      1.989      1.244      1.317         10        640:  14%|█▍        | 73/519 [00:36<04:13,  1.76it/s]
       2/80     0.935G      1.161      1.989      1.243      1.317         12        640:  14%|█▍        | 73/519 [00:36<04:13,  1.76it/s]
       2/80     0.935G      1.161      1.989      1.243      1.317         12        640:  14%|█▍        | 74/519 [00:36<03:28,  2.14it/s]
       2/80     0.935G      1.162       1.99      1.248      1.318          9        640:  14%|█▍        | 74/519 [00:36<03:28,  2.14it/s]
       2/80     0.935G      1.162       1.99      1.248      1.318          9        640:  14%|█▍        | 75/519 [00:36<02:58,  2.49it/s]
       2/80     0.935G      1.166      1.999      1.255       1.32         10        640:  14%|█▍        | 75/519 [00:36<02:58,  2.49it/s]
       2/80     0.935G      1.166      1.999      1.255       1.32         10        640:  15%|█▍        | 76/519 [00:36<02:39,  2.77it/s]
       2/80     0.935G      1.164      1.996      1.253       1.32          8        640:  15%|█▍        | 76/519 [00:37<02:39,  2.77it/s]
       2/80     0.935G      1.164      1.996      1.253       1.32          8        640:  15%|█▍        | 77/519 [00:37<03:13,  2.28it/s]
       2/80     0.935G      1.163      1.996      1.253      1.321          8        640:  15%|█▍        | 77/519 [00:37<03:13,  2.28it/s]
       2/80     0.935G      1.163      1.996      1.253      1.321          8        640:  15%|█▌        | 78/519 [00:37<02:53,  2.54it/s]
       2/80     0.935G       1.16       1.99      1.249      1.317          7        640:  15%|█▌        | 78/519 [00:37<02:53,  2.54it/s]
       2/80     0.935G       1.16       1.99      1.249      1.317          7        640:  15%|█▌        | 79/519 [00:37<02:35,  2.83it/s]
       2/80     0.935G       1.16      1.987      1.249      1.317         10        640:  15%|█▌        | 79/519 [00:39<02:35,  2.83it/s]
       2/80     0.935G       1.16      1.987      1.249      1.317         10        640:  15%|█▌        | 80/519 [00:39<04:26,  1.65it/s]
       2/80     0.935G      1.162      1.989       1.25      1.317         12        640:  15%|█▌        | 80/519 [00:39<04:26,  1.65it/s]
       2/80     0.935G      1.162      1.989       1.25      1.317         12        640:  16%|█▌        | 81/519 [00:39<03:34,  2.04it/s]
       2/80     0.935G      1.165      1.983      1.254      1.322          7        640:  16%|█▌        | 81/519 [00:39<03:34,  2.04it/s]
       2/80     0.935G      1.165      1.983      1.254      1.322          7        640:  16%|█▌        | 82/519 [00:39<03:02,  2.39it/s]
       2/80     0.935G      1.168      1.988      1.254      1.327          7        640:  16%|█▌        | 82/519 [00:39<03:02,  2.39it/s]
       2/80     0.935G      1.168      1.988      1.254      1.327          7        640:  16%|█▌        | 83/519 [00:39<02:39,  2.73it/s]
       2/80     0.935G      1.166      1.984      1.254      1.327         12        640:  16%|█▌        | 83/519 [00:41<02:39,  2.73it/s]
       2/80     0.935G      1.166      1.984      1.254      1.327         12        640:  16%|█▌        | 84/519 [00:41<05:35,  1.30it/s]
       2/80     0.935G      1.165      1.982      1.251      1.327         10        640:  16%|█▌        | 84/519 [00:41<05:35,  1.30it/s]
       2/80     0.935G      1.165      1.982      1.251      1.327         10        640:  16%|█▋        | 85/519 [00:41<04:39,  1.55it/s]
       2/80     0.935G      1.166      1.983      1.249      1.328          9        640:  16%|█▋        | 85/519 [00:42<04:39,  1.55it/s]
       2/80     0.935G      1.166      1.983      1.249      1.328          9        640:  17%|█▋        | 86/519 [00:42<03:42,  1.95it/s]
       2/80     0.935G      1.162      1.981      1.246      1.324         11        640:  17%|█▋        | 86/519 [00:42<03:42,  1.95it/s]
       2/80     0.935G      1.162      1.981      1.246      1.324         11        640:  17%|█▋        | 87/519 [00:42<03:06,  2.32it/s]
       2/80     0.935G      1.162      1.982       1.25      1.325          8        640:  17%|█▋        | 87/519 [00:43<03:06,  2.32it/s]
       2/80     0.935G      1.162      1.982       1.25      1.325          8        640:  17%|█▋        | 88/519 [00:43<04:51,  1.48it/s]
       2/80     0.935G      1.164      1.987      1.253      1.327         11        640:  17%|█▋        | 88/519 [00:43<04:51,  1.48it/s]
       2/80     0.935G      1.164      1.987      1.253      1.327         11        640:  17%|█▋        | 89/519 [00:43<03:51,  1.86it/s]
       2/80     0.935G      1.169      2.004      1.271      1.332          6        640:  17%|█▋        | 89/519 [00:44<03:51,  1.86it/s]
       2/80     0.935G      1.169      2.004      1.271      1.332          6        640:  17%|█▋        | 90/519 [00:44<03:19,  2.15it/s]
       2/80     0.937G      1.169      2.005      1.276      1.333          7        640:  17%|█▋        | 90/519 [00:44<03:19,  2.15it/s]
       2/80     0.937G      1.169      2.005      1.276      1.333          7        640:  18%|█▊        | 91/519 [00:44<02:52,  2.48it/s]
       2/80     0.937G      1.165      1.999      1.275      1.331          9        640:  18%|█▊        | 91/519 [00:45<02:52,  2.48it/s]
       2/80     0.937G      1.165      1.999      1.275      1.331          9        640:  18%|█▊        | 92/519 [00:45<03:37,  1.97it/s]
       2/80     0.937G      1.164      1.997      1.272      1.329          8        640:  18%|█▊        | 92/519 [00:45<03:37,  1.97it/s]
       2/80     0.937G      1.164      1.997      1.272      1.329          8        640:  18%|█▊        | 93/519 [00:45<03:05,  2.30it/s]
       2/80     0.937G      1.169      2.005      1.279      1.336          7        640:  18%|█▊        | 93/519 [00:45<03:05,  2.30it/s]
       2/80     0.937G      1.169      2.005      1.279      1.336          7        640:  18%|█▊        | 94/519 [00:45<02:34,  2.75it/s]
       2/80     0.937G      1.167      1.998      1.277      1.335          6        640:  18%|█▊        | 94/519 [00:45<02:34,  2.75it/s]
       2/80     0.937G      1.167      1.998      1.277      1.335          6        640:  18%|█▊        | 95/519 [00:45<02:17,  3.09it/s]
       2/80     0.937G      1.164      1.987      1.274      1.334          6        640:  18%|█▊        | 95/519 [00:47<02:17,  3.09it/s]
       2/80     0.937G      1.164      1.987      1.274      1.334          6        640:  18%|█▊        | 96/519 [00:47<04:44,  1.49it/s]
       2/80     0.937G      1.164      1.992      1.273      1.334         11        640:  18%|█▊        | 96/519 [00:47<04:44,  1.49it/s]
       2/80     0.937G      1.164      1.992      1.273      1.334         11        640:  19%|█▊        | 97/519 [00:47<03:37,  1.94it/s]
       2/80     0.937G      1.167      1.999      1.273      1.337         10        640:  19%|█▊        | 97/519 [00:47<03:37,  1.94it/s]
       2/80     0.937G      1.167      1.999      1.273      1.337         10        640:  19%|█▉        | 98/519 [00:47<02:57,  2.37it/s]
       2/80     0.937G      1.164      1.995      1.272      1.335          8        640:  19%|█▉        | 98/519 [00:47<02:57,  2.37it/s]
       2/80     0.937G      1.164      1.995      1.272      1.335          8        640:  19%|█▉        | 99/519 [00:47<02:39,  2.63it/s]
       2/80     0.937G      1.164          2       1.27      1.336          8        640:  19%|█▉        | 99/519 [00:49<02:39,  2.63it/s]
       2/80     0.937G      1.164          2       1.27      1.336          8        640:  19%|█▉        | 100/519 [00:49<04:19,  1.62it/s]
       2/80     0.937G      1.166      2.003      1.273       1.34          8        640:  19%|█▉        | 100/519 [00:49<04:19,  1.62it/s]
       2/80     0.937G      1.166      2.003      1.273       1.34          8        640:  19%|█▉        | 101/519 [00:49<03:27,  2.01it/s]
       2/80     0.937G      1.167      2.006      1.272      1.345          6        640:  19%|█▉        | 101/519 [00:49<03:27,  2.01it/s]
       2/80     0.937G      1.167      2.006      1.272      1.345          6        640:  20%|█▉        | 102/519 [00:49<02:49,  2.45it/s]
       2/80     0.937G      1.168      2.006       1.27      1.346         10        640:  20%|█▉        | 102/519 [00:49<02:49,  2.45it/s]
       2/80     0.937G      1.168      2.006       1.27      1.346         10        640:  20%|█▉        | 103/519 [00:49<02:22,  2.92it/s]
       2/80     0.937G      1.168      2.006      1.268      1.345         13        640:  20%|█▉        | 103/519 [00:50<02:22,  2.92it/s]
       2/80     0.937G      1.168      2.006      1.268      1.345         13        640:  20%|██        | 104/519 [00:50<04:00,  1.73it/s]
       2/80      0.94G      1.166      2.002      1.266      1.347          4        640:  20%|██        | 104/519 [00:51<04:00,  1.73it/s]
       2/80      0.94G      1.166      2.002      1.266      1.347          4        640:  20%|██        | 105/519 [00:51<03:10,  2.17it/s]
       2/80      0.94G      1.167      1.999      1.267      1.345         12        640:  20%|██        | 105/519 [00:51<03:10,  2.17it/s]
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       2/80      0.94G      1.167      2.001       1.27      1.344         12        640:  20%|██        | 106/519 [00:51<02:45,  2.49it/s]
       2/80      0.94G      1.167      2.001       1.27      1.344         12        640:  21%|██        | 107/519 [00:51<02:28,  2.77it/s]
       2/80      0.94G      1.169      2.002      1.268      1.344         10        640:  21%|██        | 107/519 [00:52<02:28,  2.77it/s]
       2/80      0.94G      1.169      2.002      1.268      1.344         10        640:  21%|██        | 108/519 [00:52<04:08,  1.66it/s]
       2/80      0.94G      1.165      2.006      1.269      1.343          7        640:  21%|██        | 108/519 [00:52<04:08,  1.66it/s]
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       2/80      0.94G      1.163      2.005      1.272      1.342         10        640:  21%|██        | 110/519 [00:53<02:43,  2.50it/s]
       2/80      0.94G      1.163      2.005      1.272      1.342         10        640:  21%|██▏       | 111/519 [00:53<02:27,  2.78it/s]
       2/80      0.94G      1.163      2.004      1.274      1.344          7        640:  21%|██▏       | 111/519 [00:54<02:27,  2.78it/s]
       2/80      0.94G      1.163      2.004      1.274      1.344          7        640:  22%|██▏       | 112/519 [00:54<04:19,  1.57it/s]
       2/80      0.94G      1.166      2.005      1.274      1.345          7        640:  22%|██▏       | 112/519 [00:55<04:19,  1.57it/s]
       2/80      0.94G      1.166      2.005      1.274      1.345          7        640:  22%|██▏       | 113/519 [00:55<03:54,  1.73it/s]
       2/80      0.94G      1.166      2.002      1.272      1.345         12        640:  22%|██▏       | 113/519 [00:55<03:54,  1.73it/s]
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       2/80      0.94G      1.166      1.999      1.271      1.343          7        640:  22%|██▏       | 114/519 [00:55<03:11,  2.12it/s]
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       2/80      0.94G      1.166      2.002      1.269      1.341         11        640:  22%|██▏       | 115/519 [00:56<02:45,  2.44it/s]
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       2/80      0.94G      1.167      1.997      1.267      1.341         11        640:  22%|██▏       | 116/519 [00:57<02:40,  2.50it/s]
       2/80      0.94G      1.167      1.997      1.267      1.341         11        640:  23%|██▎       | 117/519 [00:57<05:29,  1.22it/s]
       2/80      0.94G      1.169      1.999      1.269      1.341          6        640:  23%|██▎       | 117/519 [00:58<05:29,  1.22it/s]
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       2/80      0.94G      1.164      1.991      1.265      1.339          6        640:  23%|██▎       | 118/519 [00:58<04:16,  1.56it/s]
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       2/80      0.94G      1.164      1.993      1.265      1.341          9        640:  23%|██▎       | 119/519 [00:58<03:26,  1.94it/s]
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       2/80      0.94G      1.163      1.994      1.263      1.339         11        640:  23%|██▎       | 121/519 [00:59<03:11,  2.07it/s]
       2/80      0.94G      1.163      1.994      1.263      1.339         11        640:  24%|██▎       | 122/519 [00:59<02:48,  2.35it/s]
       2/80      0.94G      1.161      1.989       1.26      1.338          7        640:  24%|██▎       | 122/519 [00:59<02:48,  2.35it/s]
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       2/80      0.94G       1.16      1.988      1.262      1.336          5        640:  24%|██▎       | 123/519 [01:00<02:22,  2.79it/s]
       2/80      0.94G       1.16      1.988      1.262      1.336          5        640:  24%|██▍       | 124/519 [01:00<02:39,  2.48it/s]
       2/80      0.94G      1.159      1.983       1.26      1.335         10        640:  24%|██▍       | 124/519 [01:01<02:39,  2.48it/s]
       2/80      0.94G      1.159      1.983       1.26      1.335         10        640:  24%|██▍       | 125/519 [01:01<04:13,  1.55it/s]
       2/80      0.94G      1.157      1.982      1.258      1.333         10        640:  24%|██▍       | 125/519 [01:01<04:13,  1.55it/s]
       2/80      0.94G      1.157      1.982      1.258      1.333         10        640:  24%|██▍       | 126/519 [01:01<03:20,  1.96it/s]
       2/80      0.94G      1.158      1.983      1.257      1.332         12        640:  24%|██▍       | 126/519 [01:01<03:20,  1.96it/s]
       2/80      0.94G      1.158      1.983      1.257      1.332         12        640:  24%|██▍       | 127/519 [01:01<02:50,  2.30it/s]
       2/80      0.94G      1.156      1.982      1.257      1.331         12        640:  24%|██▍       | 127/519 [01:02<02:50,  2.30it/s]
       2/80      0.94G      1.156      1.982      1.257      1.331         12        640:  25%|██▍       | 128/519 [01:02<02:31,  2.59it/s]
       2/80      0.94G      1.158       1.98      1.257      1.333         15        640:  25%|██▍       | 128/519 [01:02<02:31,  2.59it/s]
       2/80      0.94G      1.158       1.98      1.257      1.333         15        640:  25%|██▍       | 129/519 [01:02<03:25,  1.89it/s]
       2/80      0.94G      1.154      1.977      1.254      1.333          5        640:  25%|██▍       | 129/519 [01:03<03:25,  1.89it/s]
       2/80      0.94G      1.154      1.977      1.254      1.333          5        640:  25%|██▌       | 130/519 [01:03<03:42,  1.75it/s]
       2/80      0.94G      1.154      1.982      1.254      1.332         10        640:  25%|██▌       | 130/519 [01:03<03:42,  1.75it/s]
       2/80      0.94G      1.154      1.982      1.254      1.332         10        640:  25%|██▌       | 131/519 [01:03<02:57,  2.18it/s]
       2/80      0.94G      1.157      1.992      1.258      1.337         10        640:  25%|██▌       | 131/519 [01:04<02:57,  2.18it/s]
       2/80      0.94G      1.157      1.992      1.258      1.337         10        640:  25%|██▌       | 132/519 [01:04<02:44,  2.36it/s]
       2/80      0.94G      1.156      1.994      1.256      1.336         12        640:  25%|██▌       | 132/519 [01:04<02:44,  2.36it/s]
       2/80      0.94G      1.156      1.994      1.256      1.336         12        640:  26%|██▌       | 133/519 [01:04<02:19,  2.77it/s]
       2/80      0.94G      1.156      1.992      1.255      1.337          9        640:  26%|██▌       | 133/519 [01:05<02:19,  2.77it/s]
       2/80      0.94G      1.156      1.992      1.255      1.337          9        640:  26%|██▌       | 134/519 [01:05<04:00,  1.60it/s]
       2/80      0.94G      1.155      1.996      1.253      1.337          7        640:  26%|██▌       | 134/519 [01:05<04:00,  1.60it/s]
       2/80      0.94G      1.155      1.996      1.253      1.337          7        640:  26%|██▌       | 135/519 [01:05<03:14,  1.98it/s]
       2/80      0.94G      1.155      1.998      1.253      1.338         12        640:  26%|██▌       | 135/519 [01:06<03:14,  1.98it/s]
       2/80      0.94G      1.155      1.998      1.253      1.338         12        640:  26%|██▌       | 136/519 [01:06<02:51,  2.23it/s]
       2/80      0.94G      1.151      1.991       1.25      1.336         10        640:  26%|██▌       | 136/519 [01:06<02:51,  2.23it/s]
       2/80      0.94G      1.151      1.991       1.25      1.336         10        640:  26%|██▋       | 137/519 [01:06<02:28,  2.57it/s]
       2/80      0.94G      1.151      1.989      1.249      1.335         13        640:  26%|██▋       | 137/519 [01:07<02:28,  2.57it/s]
       2/80      0.94G      1.151      1.989      1.249      1.335         13        640:  27%|██▋       | 138/519 [01:07<03:02,  2.09it/s]
       2/80      0.94G      1.151      1.993      1.249      1.336          8        640:  27%|██▋       | 138/519 [01:07<03:02,  2.09it/s]
       2/80      0.94G      1.151      1.993      1.249      1.336          8        640:  27%|██▋       | 139/519 [01:07<02:31,  2.50it/s]
       2/80      0.94G      1.151      1.994      1.247      1.335         10        640:  27%|██▋       | 139/519 [01:08<02:31,  2.50it/s]
       2/80      0.94G      1.151      1.994      1.247      1.335         10        640:  27%|██▋       | 140/519 [01:08<03:06,  2.04it/s]
       2/80      0.94G      1.153          2       1.25      1.337         12        640:  27%|██▋       | 140/519 [01:08<03:06,  2.04it/s]
       2/80      0.94G      1.153          2       1.25      1.337         12        640:  27%|██▋       | 141/519 [01:08<02:44,  2.29it/s]
       2/80      0.94G      1.153      1.998      1.249      1.338          7        640:  27%|██▋       | 141/519 [01:08<02:44,  2.29it/s]
       2/80      0.94G      1.153      1.998      1.249      1.338          7        640:  27%|██▋       | 142/519 [01:08<03:06,  2.02it/s]
       2/80      0.94G      1.156      1.998      1.251      1.339         11        640:  27%|██▋       | 142/519 [01:09<03:06,  2.02it/s]
       2/80      0.94G      1.156      1.998      1.251      1.339         11        640:  28%|██▊       | 143/519 [01:09<02:34,  2.43it/s]
       2/80      0.94G      1.157      1.997      1.255       1.34          8        640:  28%|██▊       | 143/519 [01:09<02:34,  2.43it/s]
       2/80      0.94G      1.157      1.997      1.255       1.34          8        640:  28%|██▊       | 144/519 [01:09<02:49,  2.21it/s]
       2/80      0.94G      1.157      1.997      1.256       1.34         10        640:  28%|██▊       | 144/519 [01:09<02:49,  2.21it/s]
       2/80      0.94G      1.157      1.997      1.256       1.34         10        640:  28%|██▊       | 145/519 [01:09<02:26,  2.55it/s]
       2/80      0.94G      1.158      1.995      1.256      1.341          7        640:  28%|██▊       | 145/519 [01:11<02:26,  2.55it/s]
       2/80      0.94G      1.158      1.995      1.256      1.341          7        640:  28%|██▊       | 146/519 [01:11<03:48,  1.63it/s]
       2/80      0.94G      1.158      1.999      1.255      1.343          8        640:  28%|██▊       | 146/519 [01:11<03:48,  1.63it/s]
       2/80      0.94G      1.158      1.999      1.255      1.343          8        640:  28%|██▊       | 147/519 [01:11<03:08,  1.98it/s]
       2/80      0.94G      1.161      2.004      1.256      1.345         10        640:  28%|██▊       | 147/519 [01:11<03:08,  1.98it/s]
       2/80      0.94G      1.161      2.004      1.256      1.345         10        640:  29%|██▊       | 148/519 [01:11<02:46,  2.23it/s]
       2/80      0.94G      1.161      2.003      1.254      1.346         11        640:  29%|██▊       | 148/519 [01:11<02:46,  2.23it/s]
       2/80      0.94G      1.161      2.003      1.254      1.346         11        640:  29%|██▊       | 149/519 [01:11<02:26,  2.52it/s]
       2/80      0.94G      1.162      2.004      1.256      1.347         13        640:  29%|██▊       | 149/519 [01:13<02:26,  2.52it/s]
       2/80      0.94G      1.162      2.004      1.256      1.347         13        640:  29%|██▉       | 150/519 [01:13<04:25,  1.39it/s]
       2/80      0.94G       1.16      2.003      1.255      1.346          9        640:  29%|██▉       | 150/519 [01:13<04:25,  1.39it/s]
       2/80      0.94G       1.16      2.003      1.255      1.346          9        640:  29%|██▉       | 151/519 [01:13<03:34,  1.72it/s]
       2/80      0.94G      1.161      2.004      1.255      1.346         11        640:  29%|██▉       | 151/519 [01:13<03:34,  1.72it/s]
       2/80      0.94G      1.161      2.004      1.255      1.346         11        640:  29%|██▉       | 152/519 [01:13<02:53,  2.11it/s]
       2/80      0.94G      1.159      2.001      1.253      1.345          9        640:  29%|██▉       | 152/519 [01:14<02:53,  2.11it/s]
       2/80      0.94G      1.159      2.001      1.253      1.345          9        640:  29%|██▉       | 153/519 [01:14<02:32,  2.40it/s]
       2/80      0.94G      1.157      1.998      1.252      1.344         11        640:  29%|██▉       | 153/519 [01:14<02:32,  2.40it/s]
       2/80      0.94G      1.157      1.998      1.252      1.344         11        640:  30%|██▉       | 154/519 [01:14<03:15,  1.87it/s]
       2/80      0.94G      1.156      2.003       1.25      1.343         13        640:  30%|██▉       | 154/519 [01:15<03:15,  1.87it/s]
       2/80      0.94G      1.156      2.003       1.25      1.343         13        640:  30%|██▉       | 155/519 [01:15<02:53,  2.10it/s]
       2/80      0.94G      1.157      2.002      1.252      1.342         11        640:  30%|██▉       | 155/519 [01:15<02:53,  2.10it/s]
       2/80      0.94G      1.157      2.002      1.252      1.342         11        640:  30%|███       | 156/519 [01:15<02:27,  2.45it/s]
       2/80      0.94G      1.157      2.002       1.25      1.342         13        640:  30%|███       | 156/519 [01:15<02:27,  2.45it/s]
       2/80      0.94G      1.157      2.002       1.25      1.342         13        640:  30%|███       | 157/519 [01:15<02:17,  2.62it/s]
       2/80      0.94G      1.159      2.004      1.251      1.343          7        640:  30%|███       | 157/519 [01:16<02:17,  2.62it/s]
       2/80      0.94G      1.159      2.004      1.251      1.343          7        640:  30%|███       | 158/519 [01:16<02:57,  2.03it/s]
       2/80      0.94G      1.158      2.005       1.25      1.342         10        640:  30%|███       | 158/519 [01:16<02:57,  2.03it/s]
       2/80      0.94G      1.158      2.005       1.25      1.342         10        640:  31%|███       | 159/519 [01:16<02:24,  2.49it/s]
       2/80      0.94G      1.162      2.009      1.252      1.344         11        640:  31%|███       | 159/519 [01:17<02:24,  2.49it/s]
       2/80      0.94G      1.162      2.009      1.252      1.344         11        640:  31%|███       | 160/519 [01:17<02:06,  2.83it/s]
       2/80      0.94G      1.161      2.005       1.25      1.343         10        640:  31%|███       | 160/519 [01:17<02:06,  2.83it/s]
       2/80      0.94G      1.161      2.005       1.25      1.343         10        640:  31%|███       | 161/519 [01:17<02:01,  2.96it/s]
       2/80      0.94G      1.161      2.006      1.248      1.342         11        640:  31%|███       | 161/519 [01:18<02:01,  2.96it/s]
       2/80      0.94G      1.161      2.006      1.248      1.342         11        640:  31%|███       | 162/519 [01:18<02:55,  2.04it/s]
       2/80      0.94G      1.162      2.006      1.249       1.34          9        640:  31%|███       | 162/519 [01:18<02:55,  2.04it/s]
       2/80      0.94G      1.162      2.006      1.249       1.34          9        640:  31%|███▏      | 163/519 [01:18<02:35,  2.29it/s]
       2/80      0.94G      1.162       2.01      1.251       1.34         10        640:  31%|███▏      | 163/519 [01:18<02:35,  2.29it/s]
       2/80      0.94G      1.162       2.01      1.251       1.34         10        640:  32%|███▏      | 164/519 [01:18<02:15,  2.61it/s]
       2/80      0.94G      1.161      2.007       1.25      1.339         13        640:  32%|███▏      | 164/519 [01:19<02:15,  2.61it/s]
       2/80      0.94G      1.161      2.007       1.25      1.339         13        640:  32%|███▏      | 165/519 [01:19<02:03,  2.86it/s]
       2/80      0.94G       1.16      2.004      1.247      1.339          8        640:  32%|███▏      | 165/519 [01:20<02:03,  2.86it/s]
       2/80      0.94G       1.16      2.004      1.247      1.339          8        640:  32%|███▏      | 166/519 [01:20<03:21,  1.75it/s]
       2/80      0.94G      1.164      2.005      1.246      1.342          9        640:  32%|███▏      | 166/519 [01:20<03:21,  1.75it/s]
       2/80      0.94G      1.164      2.005      1.246      1.342          9        640:  32%|███▏      | 167/519 [01:20<02:45,  2.13it/s]
       2/80      0.94G      1.165      2.007      1.246      1.345          8        640:  32%|███▏      | 167/519 [01:20<02:45,  2.13it/s]
       2/80      0.94G      1.165      2.007      1.246      1.345          8        640:  32%|███▏      | 168/519 [01:20<02:16,  2.57it/s]
       2/80      0.94G      1.164      2.006      1.246      1.345          7        640:  32%|███▏      | 168/519 [01:20<02:16,  2.57it/s]
       2/80      0.94G      1.164      2.006      1.246      1.345          7        640:  33%|███▎      | 169/519 [01:20<02:05,  2.80it/s]
       2/80      0.94G      1.167      2.005      1.247      1.347          8        640:  33%|███▎      | 169/519 [01:21<02:05,  2.80it/s]
       2/80      0.94G      1.167      2.005      1.247      1.347          8        640:  33%|███▎      | 170/519 [01:21<02:50,  2.04it/s]
       2/80      0.94G      1.165      2.003      1.246      1.346         13        640:  33%|███▎      | 170/519 [01:21<02:50,  2.04it/s]
       2/80      0.94G      1.165      2.003      1.246      1.346         13        640:  33%|███▎      | 171/519 [01:21<02:29,  2.32it/s]
       2/80      0.94G      1.163          2      1.244      1.345         12        640:  33%|███▎      | 171/519 [01:22<02:29,  2.32it/s]
       2/80      0.94G      1.163          2      1.244      1.345         12        640:  33%|███▎      | 172/519 [01:22<02:20,  2.47it/s]
       2/80      0.94G      1.163          2      1.245      1.345         11        640:  33%|███▎      | 172/519 [01:22<02:20,  2.47it/s]
       2/80      0.94G      1.163          2      1.245      1.345         11        640:  33%|███▎      | 173/519 [01:22<02:02,  2.83it/s]
       2/80      0.94G      1.163      2.001      1.246      1.345          9        640:  33%|███▎      | 173/519 [01:23<02:02,  2.83it/s]
       2/80      0.94G      1.163      2.001      1.246      1.345          9        640:  34%|███▎      | 174/519 [01:23<02:37,  2.20it/s]
       2/80      0.94G      1.165      2.007      1.248      1.346         10        640:  34%|███▎      | 174/519 [01:23<02:37,  2.20it/s]
       2/80      0.94G      1.165      2.007      1.248      1.346         10        640:  34%|███▎      | 175/519 [01:23<02:09,  2.66it/s]
       2/80      0.94G      1.164      2.006      1.248      1.347          9        640:  34%|███▎      | 175/519 [01:24<02:09,  2.66it/s]
       2/80      0.94G      1.164      2.006      1.248      1.347          9        640:  34%|███▍      | 176/519 [01:24<03:27,  1.65it/s]
       2/80      0.94G      1.166      2.012      1.253      1.348          9        640:  34%|███▍      | 176/519 [01:24<03:27,  1.65it/s]
       2/80      0.94G      1.166      2.012      1.253      1.348          9        640:  34%|███▍      | 177/519 [01:24<02:47,  2.04it/s]
       2/80      0.94G      1.166      2.011       1.25      1.349          9        640:  34%|███▍      | 177/519 [01:25<02:47,  2.04it/s]
       2/80      0.94G      1.166      2.011       1.25      1.349          9        640:  34%|███▍      | 178/519 [01:25<02:34,  2.21it/s]
       2/80      0.94G      1.166      2.012      1.252      1.348          9        640:  34%|███▍      | 178/519 [01:25<02:34,  2.21it/s]
       2/80      0.94G      1.166      2.012      1.252      1.348          9        640:  34%|███▍      | 179/519 [01:25<02:19,  2.43it/s]
       2/80      0.94G      1.165      2.018      1.252      1.349          8        640:  34%|███▍      | 179/519 [01:26<02:19,  2.43it/s]
       2/80      0.94G      1.165      2.018      1.252      1.349          8        640:  35%|███▍      | 180/519 [01:26<02:49,  2.01it/s]
       2/80      0.94G      1.167       2.02      1.253      1.349          9        640:  35%|███▍      | 180/519 [01:26<02:49,  2.01it/s]
       2/80      0.94G      1.167       2.02      1.253      1.349          9        640:  35%|███▍      | 181/519 [01:26<02:20,  2.40it/s]
       2/80      0.94G      1.167      2.018      1.251      1.349         11        640:  35%|███▍      | 181/519 [01:26<02:20,  2.40it/s]
       2/80      0.94G      1.167      2.018      1.251      1.349         11        640:  35%|███▌      | 182/519 [01:26<02:09,  2.61it/s]
       2/80      0.94G      1.166      2.016       1.25      1.347         11        640:  35%|███▌      | 182/519 [01:26<02:09,  2.61it/s]
       2/80      0.94G      1.166      2.016       1.25      1.347         11        640:  35%|███▌      | 183/519 [01:26<01:54,  2.94it/s]
       2/80      0.94G      1.165      2.013      1.251      1.347          9        640:  35%|███▌      | 183/519 [01:27<01:54,  2.94it/s]
       2/80      0.94G      1.165      2.013      1.251      1.347          9        640:  35%|███▌      | 184/519 [01:27<02:06,  2.65it/s]
       2/80      0.94G      1.166      2.013       1.25      1.347         10        640:  35%|███▌      | 184/519 [01:28<02:06,  2.65it/s]
       2/80      0.94G      1.166      2.013       1.25      1.347         10        640:  36%|███▌      | 185/519 [01:28<02:53,  1.92it/s]
       2/80      0.94G      1.166      2.015      1.251      1.347         10        640:  36%|███▌      | 185/519 [01:28<02:53,  1.92it/s]
       2/80      0.94G      1.166      2.015      1.251      1.347         10        640:  36%|███▌      | 186/519 [01:28<03:10,  1.75it/s]
       2/80      0.94G      1.165       2.01      1.249      1.346         10        640:  36%|███▌      | 186/519 [01:29<03:10,  1.75it/s]
       2/80      0.94G      1.165       2.01      1.249      1.346         10        640:  36%|███▌      | 187/519 [01:29<02:44,  2.02it/s]
       2/80      0.94G      1.165       2.01       1.25      1.345          6        640:  36%|███▌      | 187/519 [01:29<02:44,  2.02it/s]
       2/80      0.94G      1.165       2.01       1.25      1.345          6        640:  36%|███▌      | 188/519 [01:29<02:19,  2.37it/s]
       2/80      0.94G      1.164      2.007      1.249      1.344          8        640:  36%|███▌      | 188/519 [01:30<02:19,  2.37it/s]
       2/80      0.94G      1.164      2.007      1.249      1.344          8        640:  36%|███▋      | 189/519 [01:30<02:47,  1.97it/s]
       2/80      0.94G      1.164      2.004      1.247      1.343         10        640:  36%|███▋      | 189/519 [01:31<02:47,  1.97it/s]
       2/80      0.94G      1.164      2.004      1.247      1.343         10        640:  37%|███▋      | 190/519 [01:31<03:32,  1.55it/s]
       2/80      0.94G      1.163      2.005      1.246      1.342          9        640:  37%|███▋      | 190/519 [01:31<03:32,  1.55it/s]
       2/80      0.94G      1.163      2.005      1.246      1.342          9        640:  37%|███▋      | 191/519 [01:31<02:53,  1.89it/s]
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       2/80      0.94G      1.174       1.99      1.208       1.35          8        640:  86%|████████▋ | 448/519 [03:32<00:32,  2.21it/s]
       2/80      0.94G      1.174       1.99      1.208       1.35          8        640:  87%|████████▋ | 449/519 [03:32<00:27,  2.55it/s]
       2/80      0.94G      1.173      1.991      1.207      1.349          9        640:  87%|████████▋ | 449/519 [03:33<00:27,  2.55it/s]
       2/80      0.94G      1.173      1.991      1.207      1.349          9        640:  87%|████████▋ | 450/519 [03:33<00:23,  2.90it/s]
       2/80      0.94G      1.173      1.991      1.207      1.349         12        640:  87%|████████▋ | 450/519 [03:34<00:23,  2.90it/s]
       2/80      0.94G      1.173      1.991      1.207      1.349         12        640:  87%|████████▋ | 451/519 [03:34<00:38,  1.78it/s]
       2/80      0.94G      1.173      1.991      1.206      1.349          8        640:  87%|████████▋ | 451/519 [03:34<00:38,  1.78it/s]
       2/80      0.94G      1.173      1.991      1.206      1.349          8        640:  87%|████████▋ | 452/519 [03:34<00:31,  2.14it/s]
       2/80      0.94G      1.173       1.99      1.206      1.348         11        640:  87%|████████▋ | 452/519 [03:34<00:31,  2.14it/s]
       2/80      0.94G      1.173       1.99      1.206      1.348         11        640:  87%|████████▋ | 453/519 [03:34<00:25,  2.59it/s]
       2/80      0.94G      1.171      1.989      1.205      1.347          8        640:  87%|████████▋ | 453/519 [03:34<00:25,  2.59it/s]
       2/80      0.94G      1.171      1.989      1.205      1.347          8        640:  87%|████████▋ | 454/519 [03:34<00:21,  2.99it/s]
       2/80      0.94G       1.17      1.987      1.203      1.347          8        640:  87%|████████▋ | 454/519 [03:35<00:21,  2.99it/s]
       2/80      0.94G       1.17      1.987      1.203      1.347          8        640:  88%|████████▊ | 455/519 [03:35<00:28,  2.26it/s]
       2/80      0.94G      1.171      1.988      1.204      1.347         11        640:  88%|████████▊ | 455/519 [03:35<00:28,  2.26it/s]
       2/80      0.94G      1.171      1.988      1.204      1.347         11        640:  88%|████████▊ | 456/519 [03:35<00:23,  2.70it/s]
       2/80      0.94G      1.173      1.989      1.204      1.348         10        640:  88%|████████▊ | 456/519 [03:36<00:23,  2.70it/s]
       2/80      0.94G      1.173      1.989      1.204      1.348         10        640:  88%|████████▊ | 457/519 [03:36<00:20,  2.97it/s]
       2/80      0.94G      1.172      1.988      1.203      1.347          8        640:  88%|████████▊ | 457/519 [03:36<00:20,  2.97it/s]
       2/80      0.94G      1.172      1.988      1.203      1.347          8        640:  88%|████████▊ | 458/519 [03:36<00:20,  2.97it/s]
       2/80      0.94G      1.172      1.989      1.203      1.347         10        640:  88%|████████▊ | 458/519 [03:37<00:20,  2.97it/s]
       2/80      0.94G      1.172      1.989      1.203      1.347         10        640:  88%|████████▊ | 459/519 [03:37<00:33,  1.77it/s]
       2/80      0.94G      1.171      1.987      1.202      1.347          9        640:  88%|████████▊ | 459/519 [03:37<00:33,  1.77it/s]
       2/80      0.94G      1.171      1.987      1.202      1.347          9        640:  89%|████████▊ | 460/519 [03:37<00:28,  2.08it/s]
       2/80      0.94G      1.171      1.988      1.202      1.346         13        640:  89%|████████▊ | 460/519 [03:37<00:28,  2.08it/s]
       2/80      0.94G      1.171      1.988      1.202      1.346         13        640:  89%|████████▉ | 461/519 [03:37<00:23,  2.50it/s]
       2/80      0.94G      1.171      1.987      1.201      1.346         11        640:  89%|████████▉ | 461/519 [03:38<00:23,  2.50it/s]
       2/80      0.94G      1.171      1.987      1.201      1.346         11        640:  89%|████████▉ | 462/519 [03:38<00:20,  2.83it/s]
       2/80      0.94G      1.171      1.987      1.201      1.346         13        640:  89%|████████▉ | 462/519 [03:39<00:20,  2.83it/s]
       2/80      0.94G      1.171      1.987      1.201      1.346         13        640:  89%|████████▉ | 463/519 [03:39<00:35,  1.57it/s]
       2/80      0.94G      1.171      1.987      1.201      1.346         14        640:  89%|████████▉ | 463/519 [03:39<00:35,  1.57it/s]
       2/80      0.94G      1.171      1.987      1.201      1.346         14        640:  89%|████████▉ | 464/519 [03:39<00:28,  1.95it/s]
       2/80      0.94G      1.172      1.988      1.201      1.346          8        640:  89%|████████▉ | 464/519 [03:39<00:28,  1.95it/s]
       2/80      0.94G      1.172      1.988      1.201      1.346          8        640:  90%|████████▉ | 465/519 [03:39<00:23,  2.31it/s]
       2/80      0.94G      1.172      1.988      1.201      1.346         11        640:  90%|████████▉ | 465/519 [03:40<00:23,  2.31it/s]
       2/80      0.94G      1.172      1.988      1.201      1.346         11        640:  90%|████████▉ | 466/519 [03:40<00:19,  2.67it/s]
       2/80      0.94G      1.172      1.986      1.201      1.346          9        640:  90%|████████▉ | 466/519 [03:42<00:19,  2.67it/s]
       2/80      0.94G      1.172      1.986      1.201      1.346          9        640:  90%|████████▉ | 467/519 [03:42<00:44,  1.17it/s]
       2/80      0.94G      1.172      1.988      1.202      1.347          8        640:  90%|████████▉ | 467/519 [03:42<00:44,  1.17it/s]
       2/80      0.94G      1.172      1.988      1.202      1.347          8        640:  90%|█████████ | 468/519 [03:42<00:33,  1.53it/s]
       2/80      0.94G      1.172      1.988      1.202      1.347          9        640:  90%|█████████ | 468/519 [03:42<00:33,  1.53it/s]
       2/80      0.94G      1.172      1.988      1.202      1.347          9        640:  90%|█████████ | 469/519 [03:42<00:26,  1.87it/s]
       2/80      0.94G      1.172      1.987      1.202      1.347         11        640:  90%|█████████ | 469/519 [03:42<00:26,  1.87it/s]
       2/80      0.94G      1.172      1.987      1.202      1.347         11        640:  91%|█████████ | 470/519 [03:42<00:21,  2.31it/s]
       2/80      0.94G      1.172      1.987      1.201      1.347          8        640:  91%|█████████ | 470/519 [03:44<00:21,  2.31it/s]
       2/80      0.94G      1.172      1.987      1.201      1.347          8        640:  91%|█████████ | 471/519 [03:44<00:32,  1.50it/s]
       2/80      0.94G      1.173      1.988      1.201      1.347          8        640:  91%|█████████ | 471/519 [03:44<00:32,  1.50it/s]
       2/80      0.94G      1.173      1.988      1.201      1.347          8        640:  91%|█████████ | 472/519 [03:44<00:25,  1.88it/s]
       2/80      0.94G      1.172      1.987      1.201      1.347          8        640:  91%|█████████ | 472/519 [03:44<00:25,  1.88it/s]
       2/80      0.94G      1.172      1.987      1.201      1.347          8        640:  91%|█████████ | 473/519 [03:44<00:19,  2.33it/s]
       2/80      0.94G      1.172      1.987      1.201      1.347         12        640:  91%|█████████ | 473/519 [03:44<00:19,  2.33it/s]
       2/80      0.94G      1.172      1.987      1.201      1.347         12        640:  91%|█████████▏| 474/519 [03:44<00:16,  2.74it/s]
       2/80      0.94G      1.171      1.985        1.2      1.347          8        640:  91%|█████████▏| 474/519 [03:45<00:16,  2.74it/s]
       2/80      0.94G      1.171      1.985        1.2      1.347          8        640:  92%|█████████▏| 475/519 [03:45<00:18,  2.32it/s]
       2/80      0.94G      1.172      1.985      1.199      1.347         15        640:  92%|█████████▏| 475/519 [03:45<00:18,  2.32it/s]
       2/80      0.94G      1.172      1.985      1.199      1.347         15        640:  92%|█████████▏| 476/519 [03:45<00:16,  2.69it/s]
       2/80      0.94G      1.171      1.985      1.199      1.347         12        640:  92%|█████████▏| 476/519 [03:45<00:16,  2.69it/s]
       2/80      0.94G      1.171      1.985      1.199      1.347         12        640:  92%|█████████▏| 477/519 [03:45<00:13,  3.20it/s]
       2/80      0.94G       1.17      1.984      1.198      1.346          6        640:  92%|█████████▏| 477/519 [03:45<00:13,  3.20it/s]
       2/80      0.94G       1.17      1.984      1.198      1.346          6        640:  92%|█████████▏| 478/519 [03:45<00:11,  3.62it/s]
       2/80      0.94G       1.17      1.983      1.198      1.346          9        640:  92%|█████████▏| 478/519 [03:46<00:11,  3.62it/s]
       2/80      0.94G       1.17      1.983      1.198      1.346          9        640:  92%|█████████▏| 479/519 [03:46<00:18,  2.18it/s]
       2/80      0.94G       1.17      1.983      1.197      1.346         10        640:  92%|█████████▏| 479/519 [03:47<00:18,  2.18it/s]
       2/80      0.94G       1.17      1.983      1.197      1.346         10        640:  92%|█████████▏| 480/519 [03:47<00:16,  2.41it/s]
       2/80      0.94G      1.169      1.982      1.196      1.345         10        640:  92%|█████████▏| 480/519 [03:47<00:16,  2.41it/s]
       2/80      0.94G      1.169      1.982      1.196      1.345         10        640:  93%|█████████▎| 481/519 [03:47<00:13,  2.87it/s]
       2/80      0.94G      1.169       1.98      1.196      1.345         12        640:  93%|█████████▎| 481/519 [03:47<00:13,  2.87it/s]
       2/80      0.94G      1.169       1.98      1.196      1.345         12        640:  93%|█████████▎| 482/519 [03:47<00:11,  3.22it/s]
       2/80      0.94G      1.169       1.98      1.196      1.345         11        640:  93%|█████████▎| 482/519 [03:48<00:11,  3.22it/s]
       2/80      0.94G      1.169       1.98      1.196      1.345         11        640:  93%|█████████▎| 483/519 [03:48<00:17,  2.10it/s]
       2/80      0.94G      1.169       1.98      1.195      1.345         15        640:  93%|█████████▎| 483/519 [03:48<00:17,  2.10it/s]
       2/80      0.94G      1.169       1.98      1.195      1.345         15        640:  93%|█████████▎| 484/519 [03:48<00:13,  2.53it/s]
       2/80      0.94G      1.171      1.982      1.196      1.346          7        640:  93%|█████████▎| 484/519 [03:48<00:13,  2.53it/s]
       2/80      0.94G      1.171      1.982      1.196      1.346          7        640:  93%|█████████▎| 485/519 [03:48<00:13,  2.57it/s]
       2/80      0.94G       1.17      1.982      1.195      1.346          8        640:  93%|█████████▎| 485/519 [03:49<00:13,  2.57it/s]
       2/80      0.94G       1.17      1.982      1.195      1.346          8        640:  94%|█████████▎| 486/519 [03:49<00:11,  2.93it/s]
       2/80      0.94G       1.17      1.981      1.194      1.346          8        640:  94%|█████████▎| 486/519 [03:50<00:11,  2.93it/s]
       2/80      0.94G       1.17      1.981      1.194      1.346          8        640:  94%|█████████▍| 487/519 [03:50<00:20,  1.59it/s]
       2/80      0.94G       1.17       1.98      1.194      1.346         10        640:  94%|█████████▍| 487/519 [03:50<00:20,  1.59it/s]
       2/80      0.94G       1.17       1.98      1.194      1.346         10        640:  94%|█████████▍| 488/519 [03:50<00:15,  1.96it/s]
       2/80      0.94G       1.17      1.979      1.193      1.345         12        640:  94%|█████████▍| 488/519 [03:50<00:15,  1.96it/s]
       2/80      0.94G       1.17      1.979      1.193      1.345         12        640:  94%|█████████▍| 489/519 [03:50<00:13,  2.30it/s]
       2/80      0.94G       1.17      1.978      1.193      1.345         10        640:  94%|█████████▍| 489/519 [03:51<00:13,  2.30it/s]
       2/80      0.94G       1.17      1.978      1.193      1.345         10        640:  94%|█████████▍| 490/519 [03:51<00:11,  2.63it/s]
       2/80      0.94G       1.17      1.979      1.193      1.345         13        640:  94%|█████████▍| 490/519 [03:52<00:11,  2.63it/s]
       2/80      0.94G       1.17      1.979      1.193      1.345         13        640:  95%|█████████▍| 491/519 [03:52<00:18,  1.47it/s]
       2/80      0.94G      1.171      1.983      1.194      1.346         10        640:  95%|█████████▍| 491/519 [03:52<00:18,  1.47it/s]
       2/80      0.94G      1.171      1.983      1.194      1.346         10        640:  95%|█████████▍| 492/519 [03:52<00:14,  1.85it/s]
       2/80      0.94G      1.171      1.982      1.193      1.346          8        640:  95%|█████████▍| 492/519 [03:52<00:14,  1.85it/s]
       2/80      0.94G      1.171      1.982      1.193      1.346          8        640:  95%|█████████▍| 493/519 [03:52<00:11,  2.27it/s]
       2/80      0.94G      1.172      1.982      1.193      1.346         12        640:  95%|█████████▍| 493/519 [03:53<00:11,  2.27it/s]
       2/80      0.94G      1.172      1.982      1.193      1.346         12        640:  95%|█████████▌| 494/519 [03:53<00:09,  2.68it/s]
       2/80      0.94G      1.172      1.982      1.192      1.346          9        640:  95%|█████████▌| 494/519 [03:54<00:09,  2.68it/s]
       2/80      0.94G      1.172      1.982      1.192      1.346          9        640:  95%|█████████▌| 495/519 [03:54<00:14,  1.69it/s]
       2/80      0.94G      1.172      1.986      1.194      1.347          9        640:  95%|█████████▌| 495/519 [03:54<00:14,  1.69it/s]
       2/80      0.94G      1.172      1.986      1.194      1.347          9        640:  96%|█████████▌| 496/519 [03:54<00:10,  2.09it/s]
       2/80      0.94G      1.172      1.985      1.194      1.346         11        640:  96%|█████████▌| 496/519 [03:54<00:10,  2.09it/s]
       2/80      0.94G      1.172      1.985      1.194      1.346         11        640:  96%|█████████▌| 497/519 [03:54<00:08,  2.53it/s]
       2/80      0.94G      1.171      1.985      1.193      1.346          6        640:  96%|█████████▌| 497/519 [03:54<00:08,  2.53it/s]
       2/80      0.94G      1.171      1.985      1.193      1.346          6        640:  96%|█████████▌| 498/519 [03:54<00:07,  2.87it/s]
       2/80      0.94G      1.172      1.984      1.193      1.345         12        640:  96%|█████████▌| 498/519 [03:55<00:07,  2.87it/s]
       2/80      0.94G      1.172      1.984      1.193      1.345         12        640:  96%|█████████▌| 499/519 [03:55<00:09,  2.18it/s]
       2/80      0.94G      1.171      1.983      1.193      1.345          5        640:  96%|█████████▌| 499/519 [03:55<00:09,  2.18it/s]
       2/80      0.94G      1.171      1.983      1.193      1.345          5        640:  96%|█████████▋| 500/519 [03:55<00:07,  2.67it/s]
       2/80      0.94G      1.171      1.982      1.193      1.345         15        640:  96%|█████████▋| 500/519 [03:56<00:07,  2.67it/s]
       2/80      0.94G      1.171      1.982      1.193      1.345         15        640:  97%|█████████▋| 501/519 [03:56<00:06,  2.87it/s]
       2/80      0.94G      1.171      1.982      1.194      1.345          8        640:  97%|█████████▋| 501/519 [03:56<00:06,  2.87it/s]
       2/80      0.94G      1.171      1.982      1.194      1.345          8        640:  97%|█████████▋| 502/519 [03:56<00:05,  3.22it/s]
       2/80      0.94G      1.171      1.982      1.194      1.344         16        640:  97%|█████████▋| 502/519 [03:57<00:05,  3.22it/s]
       2/80      0.94G      1.171      1.982      1.194      1.344         16        640:  97%|█████████▋| 503/519 [03:57<00:10,  1.46it/s]
       2/80      0.94G      1.171      1.982      1.193      1.344         12        640:  97%|█████████▋| 503/519 [03:58<00:10,  1.46it/s]
       2/80      0.94G      1.171      1.982      1.193      1.344         12        640:  97%|█████████▋| 504/519 [03:58<00:07,  1.90it/s]
       2/80      0.94G      1.171      1.983      1.193      1.344          9        640:  97%|█████████▋| 504/519 [03:58<00:07,  1.90it/s]
       2/80      0.94G      1.171      1.983      1.193      1.344          9        640:  97%|█████████▋| 505/519 [03:58<00:06,  2.32it/s]
       2/80      0.94G       1.17      1.983      1.193      1.344          6        640:  97%|█████████▋| 505/519 [03:58<00:06,  2.32it/s]
       2/80      0.94G       1.17      1.983      1.193      1.344          6        640:  97%|█████████▋| 506/519 [03:58<00:04,  2.65it/s]
       2/80      0.94G       1.17      1.983      1.192      1.344         12        640:  97%|█████████▋| 506/519 [03:59<00:04,  2.65it/s]
       2/80      0.94G       1.17      1.983      1.192      1.344         12        640:  98%|█████████▊| 507/519 [03:59<00:08,  1.50it/s]
       2/80      0.94G       1.17      1.983      1.192      1.344         12        640:  98%|█████████▊| 507/519 [04:00<00:08,  1.50it/s]
       2/80      0.94G       1.17      1.983      1.192      1.344         12        640:  98%|█████████▊| 508/519 [04:00<00:05,  1.88it/s]
       2/80      0.94G      1.171      1.984      1.192      1.344         11        640:  98%|█████████▊| 508/519 [04:00<00:05,  1.88it/s]
       2/80      0.94G      1.171      1.984      1.192      1.344         11        640:  98%|█████████▊| 509/519 [04:00<00:04,  2.27it/s]
       2/80      0.94G      1.171      1.984      1.192      1.344         10        640:  98%|█████████▊| 509/519 [04:00<00:04,  2.27it/s]
       2/80      0.94G      1.171      1.984      1.192      1.344         10        640:  98%|█████████▊| 510/519 [04:00<00:03,  2.56it/s]
       2/80      0.94G      1.171      1.983      1.191      1.344         13        640:  98%|█████████▊| 510/519 [04:01<00:03,  2.56it/s]
       2/80      0.94G      1.171      1.983      1.191      1.344         13        640:  98%|█████████▊| 511/519 [04:01<00:04,  1.88it/s]
       2/80      0.94G      1.172      1.982      1.191      1.344         10        640:  98%|█████████▊| 511/519 [04:01<00:04,  1.88it/s]
       2/80      0.94G      1.172      1.982      1.191      1.344         10        640:  99%|█████████▊| 512/519 [04:01<00:03,  2.28it/s]
       2/80      0.94G      1.171      1.983      1.191      1.344         12        640:  99%|█████████▊| 512/519 [04:01<00:03,  2.28it/s]
       2/80      0.94G      1.171      1.983      1.191      1.344         12        640:  99%|█████████▉| 513/519 [04:01<00:02,  2.63it/s]
       2/80      0.94G      1.171      1.982       1.19      1.343          9        640:  99%|█████████▉| 513/519 [04:02<00:02,  2.63it/s]
       2/80      0.94G      1.171      1.982       1.19      1.343          9        640:  99%|█████████▉| 514/519 [04:02<00:01,  3.23it/s]
       2/80      0.94G       1.17      1.981      1.189      1.343          7        640:  99%|█████████▉| 514/519 [04:02<00:01,  3.23it/s]
       2/80      0.94G       1.17      1.981      1.189      1.343          7        640:  99%|█████████▉| 515/519 [04:02<00:01,  3.00it/s]
       2/80      0.94G       1.17       1.98      1.189      1.342          6        640:  99%|█████████▉| 515/519 [04:02<00:01,  3.00it/s]
       2/80      0.94G       1.17       1.98      1.189      1.342          6        640:  99%|█████████▉| 516/519 [04:02<00:00,  3.71it/s]
       2/80      0.94G       1.17       1.98      1.189      1.342         11        640:  99%|█████████▉| 516/519 [04:02<00:00,  3.71it/s]
       2/80      0.94G       1.17      1.979      1.188      1.342          8        640:  99%|█████████▉| 516/519 [04:02<00:00,  3.71it/s]
       2/80      0.94G       1.17      1.979      1.188      1.342          8        640: 100%|█████████▉| 518/519 [04:02<00:00,  5.17it/s]
       2/80      0.94G       1.17      1.979      1.188      1.342          7        640: 100%|█████████▉| 518/519 [04:02<00:00,  5.17it/s]
       2/80      0.94G       1.17      1.979      1.188      1.342          7        640: 100%|██████████| 519/519 [04:02<00:00,  5.39it/s]
       2/80      0.94G       1.17      1.979      1.188      1.342          7        640: 100%|██████████| 519/519 [04:03<00:00,  2.14it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:42,  6.30s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:58,  2.83s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:06<01:41,  1.63s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:10,  1.16s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:54,  1.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:49,  1.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:08<00:42,  1.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:36,  1.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:09<00:31,  1.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:26,  2.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:24,  2.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:10<00:23,  2.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:11<00:24,  2.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:12<00:23,  2.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:25,  1.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:25,  1.88it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:25,  1.82it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:26,  1.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:26,  1.60it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  2.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:17,  2.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:17<00:14,  2.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  4.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:05,  5.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:18<00:04,  6.47it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.51it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.08it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:19<00:03,  6.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  5.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:20<00:03,  6.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.36it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:21<00:01,  7.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  7.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:21<00:01,  8.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  9.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:00,  9.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  89%|████████▉ | 58/65 [00:22<00:00,  9.50it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:22<00:00,  9.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  98%|█████████▊| 64/65 [00:22<00:00,  9.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.79it/s]
-                   all        519        519      0.804      0.751      0.837      0.472       0.82      0.757      0.838      0.485
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
       3/80      0.94G     0.8851      1.738     0.9125      1.119         12        640:   0%|          | 0/519 [00:02<?, ?it/s]
       3/80      0.94G     0.8851      1.738     0.9125      1.119         12        640:   0%|          | 1/519 [00:02<22:51,  2.65s/it]
       3/80      0.94G      1.073       1.94      1.067      1.287          9        640:   0%|          | 1/519 [00:02<22:51,  2.65s/it]
       3/80      0.94G      1.073       1.94      1.067      1.287          9        640:   0%|          | 2/519 [00:02<10:44,  1.25s/it]
       3/80      0.94G      1.076      2.781      1.148       1.26          9        640:   0%|          | 2/519 [00:03<10:44,  1.25s/it]
       3/80      0.94G      1.076      2.781      1.148       1.26          9        640:   1%|          | 3/519 [00:03<06:22,  1.35it/s]
       3/80      0.94G      1.025      2.411      1.089      1.237          7        640:   1%|          | 3/519 [00:04<06:22,  1.35it/s]
       3/80      0.94G      1.025      2.411      1.089      1.237          7        640:   1%|          | 4/519 [00:04<08:34,  1.00it/s]
       3/80      0.94G      1.092      2.348      1.046      1.273         11        640:   1%|          | 4/519 [00:04<08:34,  1.00it/s]
       3/80      0.94G      1.092      2.348      1.046      1.273         11        640:   1%|          | 5/519 [00:04<06:14,  1.37it/s]
       3/80      0.94G      1.093      2.703      1.054      1.255          6        640:   1%|          | 5/519 [00:04<06:14,  1.37it/s]
       3/80      0.94G      1.093      2.703      1.054      1.255          6        640:   1%|          | 6/519 [00:04<04:51,  1.76it/s]
       3/80      0.94G      1.113      2.617      1.026      1.277          8        640:   1%|          | 6/519 [00:05<04:51,  1.76it/s]
       3/80      0.94G      1.113      2.617      1.026      1.277          8        640:   1%|▏         | 7/519 [00:05<03:56,  2.17it/s]
       3/80      0.94G        1.1      2.555     0.9976      1.278         13        640:   1%|▏         | 7/519 [00:05<03:56,  2.17it/s]
       3/80      0.94G        1.1      2.555     0.9976      1.278         13        640:   2%|▏         | 8/519 [00:05<03:13,  2.65it/s]
       3/80      0.94G      1.131      2.604      1.025      1.294         14        640:   2%|▏         | 8/519 [00:06<03:13,  2.65it/s]
       3/80      0.94G      1.131      2.604      1.025      1.294         14        640:   2%|▏         | 9/519 [00:06<05:05,  1.67it/s]
       3/80      0.94G      1.125      2.521      1.015      1.295         10        640:   2%|▏         | 9/519 [00:07<05:05,  1.67it/s]
       3/80      0.94G      1.125      2.521      1.015      1.295         10        640:   2%|▏         | 10/519 [00:07<05:14,  1.62it/s]
       3/80      0.94G       1.11      2.409       1.01       1.28          6        640:   2%|▏         | 10/519 [00:07<05:14,  1.62it/s]
       3/80      0.94G       1.11      2.409       1.01       1.28          6        640:   2%|▏         | 11/519 [00:07<04:15,  1.99it/s]
       3/80      0.94G       1.14      2.364      1.008      1.305         11        640:   2%|▏         | 11/519 [00:07<04:15,  1.99it/s]
       3/80      0.94G       1.14      2.364      1.008      1.305         11        640:   2%|▏         | 12/519 [00:07<03:35,  2.35it/s]
       3/80      0.94G      1.139      2.338       1.02      1.311         15        640:   2%|▏         | 12/519 [00:08<03:35,  2.35it/s]
       3/80      0.94G      1.139      2.338       1.02      1.311         15        640:   3%|▎         | 13/519 [00:08<04:55,  1.72it/s]
       3/80      0.94G      1.136      2.328      1.039      1.323         11        640:   3%|▎         | 13/519 [00:09<04:55,  1.72it/s]
       3/80      0.94G      1.136      2.328      1.039      1.323         11        640:   3%|▎         | 14/519 [00:09<05:56,  1.42it/s]
       3/80      0.94G      1.158      2.321      1.037       1.33         11        640:   3%|▎         | 14/519 [00:09<05:56,  1.42it/s]
       3/80      0.94G      1.158      2.321      1.037       1.33         11        640:   3%|▎         | 15/519 [00:09<04:52,  1.72it/s]
       3/80      0.94G       1.16      2.323      1.044       1.35          7        640:   3%|▎         | 15/519 [00:10<04:52,  1.72it/s]
       3/80      0.94G       1.16      2.323      1.044       1.35          7        640:   3%|▎         | 16/519 [00:10<04:06,  2.04it/s]
       3/80      0.94G      1.165       2.32      1.033      1.353          9        640:   3%|▎         | 16/519 [00:10<04:06,  2.04it/s]
       3/80      0.94G      1.165       2.32      1.033      1.353          9        640:   3%|▎         | 17/519 [00:10<03:26,  2.43it/s]
       3/80      0.94G      1.173      2.312      1.046      1.357          8        640:   3%|▎         | 17/519 [00:11<03:26,  2.43it/s]
       3/80      0.94G      1.173      2.312      1.046      1.357          8        640:   3%|▎         | 18/519 [00:11<04:43,  1.77it/s]
       3/80      0.94G      1.178      2.305      1.053      1.358         12        640:   3%|▎         | 18/519 [00:11<04:43,  1.77it/s]
       3/80      0.94G      1.178      2.305      1.053      1.358         12        640:   4%|▎         | 19/519 [00:11<03:53,  2.14it/s]
       3/80      0.94G      1.162      2.285      1.043      1.343         13        640:   4%|▎         | 19/519 [00:11<03:53,  2.14it/s]
       3/80      0.94G      1.162      2.285      1.043      1.343         13        640:   4%|▍         | 20/519 [00:11<03:16,  2.53it/s]
       3/80      0.94G      1.151      2.277      1.037       1.34         11        640:   4%|▍         | 20/519 [00:11<03:16,  2.53it/s]
       3/80      0.94G      1.151      2.277      1.037       1.34         11        640:   4%|▍         | 21/519 [00:11<02:50,  2.91it/s]
       3/80      0.94G      1.167      2.328      1.045      1.356          9        640:   4%|▍         | 21/519 [00:13<02:50,  2.91it/s]
       3/80      0.94G      1.167      2.328      1.045      1.356          9        640:   4%|▍         | 22/519 [00:13<04:35,  1.80it/s]
       3/80      0.94G      1.162      2.318      1.054       1.35         12        640:   4%|▍         | 22/519 [00:13<04:35,  1.80it/s]
       3/80      0.94G      1.162      2.318      1.054       1.35         12        640:   4%|▍         | 23/519 [00:13<03:51,  2.14it/s]
       3/80      0.94G      1.169      2.324       1.06       1.36         10        640:   4%|▍         | 23/519 [00:13<03:51,  2.14it/s]
       3/80      0.94G      1.169      2.324       1.06       1.36         10        640:   5%|▍         | 24/519 [00:13<03:19,  2.48it/s]
       3/80      0.94G      1.181      2.304      1.064      1.363         11        640:   5%|▍         | 24/519 [00:14<03:19,  2.48it/s]
       3/80      0.94G      1.181      2.304      1.064      1.363         11        640:   5%|▍         | 25/519 [00:14<03:45,  2.19it/s]
       3/80      0.94G      1.207      2.364       1.09      1.408          6        640:   5%|▍         | 25/519 [00:15<03:45,  2.19it/s]
       3/80      0.94G      1.207      2.364       1.09      1.408          6        640:   5%|▌         | 26/519 [00:15<04:53,  1.68it/s]
       3/80      0.94G      1.203      2.372      1.091      1.407          6        640:   5%|▌         | 26/519 [00:15<04:53,  1.68it/s]
       3/80      0.94G      1.203      2.372      1.091      1.407          6        640:   5%|▌         | 27/519 [00:15<04:04,  2.01it/s]
       3/80      0.94G      1.201      2.376      1.102      1.409         10        640:   5%|▌         | 27/519 [00:15<04:04,  2.01it/s]
       3/80      0.94G      1.201      2.376      1.102      1.409         10        640:   5%|▌         | 28/519 [00:15<03:29,  2.34it/s]
       3/80      0.94G      1.203      2.354      1.096      1.404          6        640:   5%|▌         | 28/519 [00:15<03:29,  2.34it/s]
       3/80      0.94G      1.203      2.354      1.096      1.404          6        640:   6%|▌         | 29/519 [00:15<03:22,  2.42it/s]
       3/80      0.94G      1.217      2.348      1.119      1.423          6        640:   6%|▌         | 29/519 [00:16<03:22,  2.42it/s]
       3/80      0.94G      1.217      2.348      1.119      1.423          6        640:   6%|▌         | 30/519 [00:16<03:59,  2.05it/s]
       3/80      0.94G      1.213      2.353      1.123      1.422          9        640:   6%|▌         | 30/519 [00:16<03:59,  2.05it/s]
       3/80      0.94G      1.213      2.353      1.123      1.422          9        640:   6%|▌         | 31/519 [00:16<03:11,  2.55it/s]
       3/80      0.94G      1.223      2.357      1.127      1.437          7        640:   6%|▌         | 31/519 [00:17<03:11,  2.55it/s]
       3/80      0.94G      1.223      2.357      1.127      1.437          7        640:   6%|▌         | 32/519 [00:17<02:47,  2.91it/s]
       3/80      0.94G       1.22      2.341      1.125      1.429         10        640:   6%|▌         | 32/519 [00:17<02:47,  2.91it/s]
       3/80      0.94G       1.22      2.341      1.125      1.429         10        640:   6%|▋         | 33/519 [00:17<03:13,  2.51it/s]
       3/80      0.94G      1.232      2.347      1.133      1.437          8        640:   6%|▋         | 33/519 [00:18<03:13,  2.51it/s]
       3/80      0.94G      1.232      2.347      1.133      1.437          8        640:   7%|▋         | 34/519 [00:18<05:42,  1.42it/s]
       3/80      0.94G      1.227      2.327      1.129      1.431         11        640:   7%|▋         | 34/519 [00:19<05:42,  1.42it/s]
       3/80      0.94G      1.227      2.327      1.129      1.431         11        640:   7%|▋         | 35/519 [00:19<04:38,  1.74it/s]
       3/80      0.94G      1.217      2.313      1.129      1.424         12        640:   7%|▋         | 35/519 [00:19<04:38,  1.74it/s]
       3/80      0.94G      1.217      2.313      1.129      1.424         12        640:   7%|▋         | 36/519 [00:19<03:49,  2.11it/s]
       3/80      0.94G      1.215       2.31      1.137      1.422         11        640:   7%|▋         | 36/519 [00:19<03:49,  2.11it/s]
       3/80      0.94G      1.215       2.31      1.137      1.422         11        640:   7%|▋         | 37/519 [00:19<03:24,  2.36it/s]
       3/80      0.94G      1.215      2.301      1.141      1.419          9        640:   7%|▋         | 37/519 [00:20<03:24,  2.36it/s]
       3/80      0.94G      1.215      2.301      1.141      1.419          9        640:   7%|▋         | 38/519 [00:20<05:10,  1.55it/s]
       3/80      0.94G      1.217       2.32      1.137      1.419          6        640:   7%|▋         | 38/519 [00:21<05:10,  1.55it/s]
       3/80      0.94G      1.217       2.32      1.137      1.419          6        640:   8%|▊         | 39/519 [00:21<04:23,  1.82it/s]
       3/80      0.94G      1.218      2.333      1.133      1.418         10        640:   8%|▊         | 39/519 [00:21<04:23,  1.82it/s]
       3/80      0.94G      1.218      2.333      1.133      1.418         10        640:   8%|▊         | 40/519 [00:21<03:27,  2.31it/s]
       3/80      0.94G      1.219      2.314      1.139      1.416          9        640:   8%|▊         | 40/519 [00:21<03:27,  2.31it/s]
       3/80      0.94G      1.225      2.316      1.141      1.423          6        640:   8%|▊         | 40/519 [00:22<03:27,  2.31it/s]
       3/80      0.94G      1.225      2.316      1.141      1.423          6        640:   8%|▊         | 42/519 [00:22<04:38,  1.71it/s]
       3/80      0.94G      1.217      2.297      1.133      1.414          8        640:   8%|▊         | 42/519 [00:23<04:38,  1.71it/s]
       3/80      0.94G      1.217      2.297      1.133      1.414          8        640:   8%|▊         | 43/519 [00:23<03:59,  1.99it/s]
       3/80      0.94G      1.217      2.296       1.13      1.414         11        640:   8%|▊         | 43/519 [00:23<03:59,  1.99it/s]
       3/80      0.94G      1.217      2.296       1.13      1.414         11        640:   8%|▊         | 44/519 [00:23<03:29,  2.26it/s]
       3/80      0.94G      1.218      2.294      1.133      1.409         10        640:   8%|▊         | 44/519 [00:23<03:29,  2.26it/s]
       3/80      0.94G      1.218      2.294      1.133      1.409         10        640:   9%|▊         | 45/519 [00:23<02:59,  2.64it/s]
       3/80      0.94G      1.219      2.287      1.138      1.407         15        640:   9%|▊         | 45/519 [00:25<02:59,  2.64it/s]
       3/80      0.94G      1.219      2.287      1.138      1.407         15        640:   9%|▉         | 46/519 [00:25<05:39,  1.39it/s]
       3/80      0.94G      1.215      2.276      1.137      1.402          8        640:   9%|▉         | 46/519 [00:25<05:39,  1.39it/s]
       3/80      0.94G      1.215      2.276      1.137      1.402          8        640:   9%|▉         | 47/519 [00:25<04:34,  1.72it/s]
       3/80      0.94G      1.217      2.269      1.135      1.401          8        640:   9%|▉         | 47/519 [00:25<04:34,  1.72it/s]
       3/80      0.94G      1.217      2.269      1.135      1.401          8        640:   9%|▉         | 48/519 [00:25<03:53,  2.02it/s]
       3/80      0.94G      1.213      2.265      1.132      1.397         13        640:   9%|▉         | 48/519 [00:26<03:53,  2.02it/s]
       3/80      0.94G      1.213      2.265      1.132      1.397         13        640:   9%|▉         | 49/519 [00:26<03:28,  2.26it/s]
       3/80      0.94G      1.209      2.256      1.129      1.393          9        640:   9%|▉         | 49/519 [00:26<03:28,  2.26it/s]
       3/80      0.94G      1.209      2.256      1.129      1.393          9        640:  10%|▉         | 50/519 [00:26<04:11,  1.87it/s]
       3/80      0.94G      1.205      2.251      1.129       1.39          8        640:  10%|▉         | 50/519 [00:27<04:11,  1.87it/s]
       3/80      0.94G      1.205      2.251      1.129       1.39          8        640:  10%|▉         | 51/519 [00:27<03:34,  2.18it/s]
       3/80      0.94G      1.215      2.257      1.131      1.396         11        640:  10%|▉         | 51/519 [00:27<03:34,  2.18it/s]
       3/80      0.94G      1.215      2.257      1.131      1.396         11        640:  10%|█         | 52/519 [00:27<02:59,  2.60it/s]
       3/80      0.94G      1.212      2.253      1.132      1.391         11        640:  10%|█         | 52/519 [00:27<02:59,  2.60it/s]
       3/80      0.94G      1.212      2.253      1.132      1.391         11        640:  10%|█         | 53/519 [00:27<02:39,  2.92it/s]
       3/80      0.94G      1.211      2.243      1.129      1.391         12        640:  10%|█         | 53/519 [00:28<02:39,  2.92it/s]
       3/80      0.94G      1.211      2.243      1.129      1.391         12        640:  10%|█         | 54/519 [00:28<04:49,  1.61it/s]
       3/80      0.94G       1.21      2.247      1.127      1.391         10        640:  10%|█         | 54/519 [00:29<04:49,  1.61it/s]
       3/80      0.94G       1.21      2.247      1.127      1.391         10        640:  11%|█         | 55/519 [00:29<03:48,  2.03it/s]
       3/80      0.94G      1.205      2.232      1.122      1.386          8        640:  11%|█         | 55/519 [00:29<03:48,  2.03it/s]
       3/80      0.94G      1.205      2.232      1.122      1.386          8        640:  11%|█         | 56/519 [00:29<03:04,  2.51it/s]
       3/80      0.94G      1.202      2.225      1.123      1.383         14        640:  11%|█         | 56/519 [00:29<03:04,  2.51it/s]
       3/80      0.94G      1.202      2.225      1.123      1.383         14        640:  11%|█         | 57/519 [00:29<02:43,  2.82it/s]
       3/80      0.94G      1.201      2.217      1.123      1.381         15        640:  11%|█         | 57/519 [00:30<02:43,  2.82it/s]
       3/80      0.94G      1.201      2.217      1.123      1.381         15        640:  11%|█         | 58/519 [00:30<04:17,  1.79it/s]
       3/80      0.94G      1.199      2.211      1.119      1.377         11        640:  11%|█         | 58/519 [00:30<04:17,  1.79it/s]
       3/80      0.94G      1.199      2.211      1.119      1.377         11        640:  11%|█▏        | 59/519 [00:30<03:22,  2.27it/s]
       3/80      0.94G      1.202      2.204      1.113      1.378          9        640:  11%|█▏        | 59/519 [00:30<03:22,  2.27it/s]
       3/80      0.94G      1.202      2.204      1.113      1.378          9        640:  12%|█▏        | 60/519 [00:30<02:58,  2.58it/s]
       3/80      0.94G        1.2      2.199      1.113      1.376          9        640:  12%|█▏        | 60/519 [00:31<02:58,  2.58it/s]
       3/80      0.94G        1.2      2.199      1.113      1.376          9        640:  12%|█▏        | 61/519 [00:31<02:45,  2.77it/s]
       3/80      0.94G      1.202      2.198       1.11      1.377         10        640:  12%|█▏        | 61/519 [00:31<02:45,  2.77it/s]
       3/80      0.94G      1.202      2.198       1.11      1.377         10        640:  12%|█▏        | 62/519 [00:31<03:31,  2.16it/s]
       3/80      0.94G      1.196      2.188      1.103      1.372         10        640:  12%|█▏        | 62/519 [00:32<03:31,  2.16it/s]
       3/80      0.94G      1.196      2.188      1.103      1.372         10        640:  12%|█▏        | 63/519 [00:32<02:59,  2.54it/s]
       3/80      0.94G      1.194      2.187      1.101      1.371         10        640:  12%|█▏        | 63/519 [00:32<02:59,  2.54it/s]
       3/80      0.94G      1.194      2.187      1.101      1.371         10        640:  12%|█▏        | 64/519 [00:32<02:46,  2.74it/s]
       3/80      0.94G      1.185      2.174      1.101      1.367          7        640:  12%|█▏        | 64/519 [00:32<02:46,  2.74it/s]
       3/80      0.94G      1.185      2.174      1.101      1.367          7        640:  13%|█▎        | 65/519 [00:32<02:22,  3.18it/s]
       3/80      0.94G      1.182      2.164      1.098      1.364         11        640:  13%|█▎        | 65/519 [00:33<02:22,  3.18it/s]
       3/80      0.94G      1.182      2.164      1.098      1.364         11        640:  13%|█▎        | 66/519 [00:33<03:25,  2.20it/s]
       3/80      0.94G      1.177      2.155      1.099      1.362         12        640:  13%|█▎        | 66/519 [00:33<03:25,  2.20it/s]
       3/80      0.94G      1.177      2.155      1.099      1.362         12        640:  13%|█▎        | 67/519 [00:33<03:00,  2.50it/s]
       3/80      0.94G      1.173      2.147      1.099      1.359          9        640:  13%|█▎        | 67/519 [00:34<03:00,  2.50it/s]
       3/80      0.94G      1.173      2.147      1.099      1.359          9        640:  13%|█▎        | 68/519 [00:34<04:01,  1.87it/s]
       3/80      0.94G      1.172      2.145      1.103       1.36          6        640:  13%|█▎        | 68/519 [00:34<04:01,  1.87it/s]
       3/80      0.94G      1.172      2.145      1.103       1.36          6        640:  13%|█▎        | 69/519 [00:34<03:15,  2.30it/s]
       3/80      0.94G      1.167      2.136      1.104      1.356          5        640:  13%|█▎        | 69/519 [00:35<03:15,  2.30it/s]
       3/80      0.94G      1.167      2.136      1.104      1.356          5        640:  13%|█▎        | 70/519 [00:35<03:09,  2.36it/s]
       3/80      0.94G      1.165      2.135      1.102      1.356         10        640:  13%|█▎        | 70/519 [00:35<03:09,  2.36it/s]
       3/80      0.94G      1.165      2.135      1.102      1.356         10        640:  14%|█▎        | 71/519 [00:35<02:43,  2.74it/s]
       3/80      0.94G      1.169      2.135      1.101      1.357         10        640:  14%|█▎        | 71/519 [00:36<02:43,  2.74it/s]
       3/80      0.94G      1.169      2.135      1.101      1.357         10        640:  14%|█▍        | 72/519 [00:36<04:15,  1.75it/s]
       3/80      0.94G      1.168      2.135      1.101      1.356         12        640:  14%|█▍        | 72/519 [00:36<04:15,  1.75it/s]
       3/80      0.94G      1.168      2.135      1.101      1.356         12        640:  14%|█▍        | 73/519 [00:36<03:39,  2.04it/s]
       3/80      0.94G      1.168      2.124      1.108      1.362          5        640:  14%|█▍        | 73/519 [00:37<03:39,  2.04it/s]
       3/80      0.94G      1.168      2.124      1.108      1.362          5        640:  14%|█▍        | 74/519 [00:37<03:47,  1.95it/s]
       3/80      0.94G      1.169      2.118      1.107      1.363         10        640:  14%|█▍        | 74/519 [00:37<03:47,  1.95it/s]
       3/80      0.94G      1.169      2.118      1.107      1.363         10        640:  14%|█▍        | 75/519 [00:37<03:08,  2.36it/s]
       3/80      0.94G       1.17      2.153      1.115      1.364          9        640:  14%|█▍        | 75/519 [00:37<03:08,  2.36it/s]
       3/80      0.94G       1.17      2.153      1.115      1.364          9        640:  15%|█▍        | 76/519 [00:37<02:56,  2.50it/s]
       3/80      0.94G      1.168      2.144      1.112      1.361          7        640:  15%|█▍        | 76/519 [00:38<02:56,  2.50it/s]
       3/80      0.94G      1.168      2.144      1.112      1.361          7        640:  15%|█▍        | 77/519 [00:38<02:34,  2.86it/s]
       3/80      0.94G      1.172      2.158      1.114       1.36         11        640:  15%|█▍        | 77/519 [00:39<02:34,  2.86it/s]
       3/80      0.94G      1.172      2.158      1.114       1.36         11        640:  15%|█▌        | 78/519 [00:39<05:01,  1.46it/s]
       3/80      0.94G      1.174      2.165      1.115      1.363          9        640:  15%|█▌        | 78/519 [00:39<05:01,  1.46it/s]
       3/80      0.94G      1.174      2.165      1.115      1.363          9        640:  15%|█▌        | 79/519 [00:39<04:07,  1.78it/s]
       3/80      0.94G       1.17      2.153       1.11      1.362          6        640:  15%|█▌        | 79/519 [00:40<04:07,  1.78it/s]
       3/80      0.94G       1.17      2.153       1.11      1.362          6        640:  15%|█▌        | 80/519 [00:40<03:25,  2.13it/s]
       3/80      0.94G      1.167      2.153      1.108       1.36         13        640:  15%|█▌        | 80/519 [00:40<03:25,  2.13it/s]
       3/80      0.94G      1.167      2.153      1.108       1.36         13        640:  16%|█▌        | 81/519 [00:40<02:45,  2.64it/s]
       3/80      0.94G      1.169      2.151      1.107      1.361         11        640:  16%|█▌        | 81/519 [00:40<02:45,  2.64it/s]
       3/80      0.94G      1.169      2.151      1.107      1.361         11        640:  16%|█▌        | 82/519 [00:40<03:23,  2.15it/s]
       3/80      0.94G      1.168      2.147      1.105       1.36         10        640:  16%|█▌        | 82/519 [00:41<03:23,  2.15it/s]
       3/80      0.94G      1.168      2.147      1.105       1.36         10        640:  16%|█▌        | 83/519 [00:41<02:51,  2.55it/s]
       3/80      0.94G      1.167      2.138      1.103      1.359          8        640:  16%|█▌        | 83/519 [00:41<02:51,  2.55it/s]
       3/80      0.94G      1.167      2.138      1.103      1.359          8        640:  16%|█▌        | 84/519 [00:41<02:46,  2.61it/s]
       3/80      0.94G      1.165       2.13        1.1      1.357         12        640:  16%|█▌        | 84/519 [00:41<02:46,  2.61it/s]
       3/80      0.94G      1.165       2.13        1.1      1.357         12        640:  16%|█▋        | 85/519 [00:41<02:24,  2.99it/s]
       3/80      0.94G       1.17      2.142      1.102      1.361         11        640:  16%|█▋        | 85/519 [00:43<02:24,  2.99it/s]
       3/80      0.94G       1.17      2.142      1.102      1.361         11        640:  17%|█▋        | 86/519 [00:43<05:17,  1.36it/s]
       3/80      0.94G      1.172      2.146      1.102      1.361         10        640:  17%|█▋        | 86/519 [00:43<05:17,  1.36it/s]
       3/80      0.94G      1.172      2.146      1.102      1.361         10        640:  17%|█▋        | 87/519 [00:43<04:11,  1.72it/s]
       3/80      0.94G      1.172      2.138      1.105      1.359         11        640:  17%|█▋        | 87/519 [00:43<04:11,  1.72it/s]
       3/80      0.94G      1.172      2.138      1.105      1.359         11        640:  17%|█▋        | 88/519 [00:43<03:17,  2.19it/s]
       3/80      0.94G      1.169      2.136        1.1      1.357          8        640:  17%|█▋        | 88/519 [00:44<03:17,  2.19it/s]
       3/80      0.94G      1.169      2.136        1.1      1.357          8        640:  17%|█▋        | 89/519 [00:44<02:50,  2.53it/s]
       3/80      0.94G      1.173      2.141      1.103      1.363         13        640:  17%|█▋        | 89/519 [00:44<02:50,  2.53it/s]
       3/80      0.94G      1.173      2.141      1.103      1.363         13        640:  17%|█▋        | 90/519 [00:44<02:44,  2.60it/s]
       3/80      0.94G       1.17      2.135      1.099      1.361          9        640:  17%|█▋        | 90/519 [00:44<02:44,  2.60it/s]
       3/80      0.94G       1.17      2.135      1.099      1.361          9        640:  18%|█▊        | 91/519 [00:44<02:17,  3.10it/s]
       3/80      0.94G      1.166      2.127      1.095      1.357         13        640:  18%|█▊        | 91/519 [00:45<02:17,  3.10it/s]
       3/80      0.94G      1.166      2.127      1.095      1.357         13        640:  18%|█▊        | 92/519 [00:45<02:25,  2.93it/s]
       3/80      0.94G      1.172      2.131      1.097       1.36         12        640:  18%|█▊        | 92/519 [00:45<02:25,  2.93it/s]
       3/80      0.94G      1.172      2.131      1.097       1.36         12        640:  18%|█▊        | 93/519 [00:45<02:05,  3.38it/s]
       3/80      0.94G      1.175      2.133      1.103      1.361          9        640:  18%|█▊        | 93/519 [00:46<02:05,  3.38it/s]
       3/80      0.94G      1.175      2.133      1.103      1.361          9        640:  18%|█▊        | 94/519 [00:46<04:01,  1.76it/s]
       3/80      0.94G      1.171      2.124      1.099      1.358         11        640:  18%|█▊        | 94/519 [00:46<04:01,  1.76it/s]
       3/80      0.94G      1.171      2.124      1.099      1.358         11        640:  18%|█▊        | 95/519 [00:46<03:26,  2.05it/s]
       3/80      0.94G       1.18      2.135      1.103      1.366          7        640:  18%|█▊        | 95/519 [00:47<03:26,  2.05it/s]
       3/80      0.94G       1.18      2.135      1.103      1.366          7        640:  18%|█▊        | 96/519 [00:47<03:38,  1.94it/s]
       3/80      0.94G      1.178      2.129        1.1      1.364         12        640:  18%|█▊        | 96/519 [00:47<03:38,  1.94it/s]
       3/80      0.94G      1.178      2.129        1.1      1.364         12        640:  19%|█▊        | 97/519 [00:47<03:11,  2.21it/s]
       3/80      0.94G      1.181      2.128      1.105      1.365         11        640:  19%|█▊        | 97/519 [00:48<03:11,  2.21it/s]
       3/80      0.94G      1.181      2.128      1.105      1.365         11        640:  19%|█▉        | 98/519 [00:48<04:04,  1.72it/s]
       3/80      0.94G      1.179      2.124      1.105      1.363         16        640:  19%|█▉        | 98/519 [00:48<04:04,  1.72it/s]
       3/80      0.94G      1.179      2.124      1.105      1.363         16        640:  19%|█▉        | 99/519 [00:48<03:13,  2.17it/s]
       3/80      0.94G      1.177      2.118      1.107      1.361          9        640:  19%|█▉        | 99/519 [00:49<03:13,  2.17it/s]
       3/80      0.94G      1.177      2.118      1.107      1.361          9        640:  19%|█▉        | 100/519 [00:49<03:26,  2.03it/s]
       3/80      0.94G       1.18      2.123      1.113      1.362         12        640:  19%|█▉        | 100/519 [00:49<03:26,  2.03it/s]
       3/80      0.94G       1.18      2.123      1.113      1.362         12        640:  19%|█▉        | 101/519 [00:49<02:54,  2.39it/s]
       3/80      0.94G      1.181       2.12      1.114      1.362         10        640:  19%|█▉        | 101/519 [00:50<02:54,  2.39it/s]
       3/80      0.94G      1.181       2.12      1.114      1.362         10        640:  20%|█▉        | 102/519 [00:50<04:02,  1.72it/s]
       3/80      0.94G      1.179      2.122      1.113      1.366          5        640:  20%|█▉        | 102/519 [00:50<04:02,  1.72it/s]
       3/80      0.94G      1.179      2.122      1.113      1.366          5        640:  20%|█▉        | 103/519 [00:50<03:12,  2.16it/s]
       3/80      0.94G       1.18      2.118      1.111      1.366         10        640:  20%|█▉        | 103/519 [00:51<03:12,  2.16it/s]
       3/80      0.94G       1.18      2.118      1.111      1.366         10        640:  20%|██        | 104/519 [00:51<03:53,  1.78it/s]
       3/80      0.94G       1.18       2.12      1.114      1.366         10        640:  20%|██        | 104/519 [00:51<03:53,  1.78it/s]
       3/80      0.94G       1.18       2.12      1.114      1.366         10        640:  20%|██        | 105/519 [00:51<03:14,  2.13it/s]
       3/80      0.94G       1.18      2.115      1.112      1.365         11        640:  20%|██        | 105/519 [00:52<03:14,  2.13it/s]
       3/80      0.94G       1.18      2.115      1.112      1.365         11        640:  20%|██        | 106/519 [00:52<03:54,  1.76it/s]
       3/80      0.94G       1.18      2.119      1.112      1.367          9        640:  20%|██        | 106/519 [00:52<03:54,  1.76it/s]
       3/80      0.94G       1.18      2.119      1.112      1.367          9        640:  21%|██        | 107/519 [00:52<03:02,  2.26it/s]
       3/80      0.94G       1.18      2.114      1.111      1.367          6        640:  21%|██        | 107/519 [00:53<03:02,  2.26it/s]
       3/80      0.94G       1.18      2.114      1.111      1.367          6        640:  21%|██        | 108/519 [00:53<03:16,  2.10it/s]
       3/80      0.94G      1.183      2.118      1.109       1.37          9        640:  21%|██        | 108/519 [00:53<03:16,  2.10it/s]
       3/80      0.94G      1.183      2.118      1.109       1.37          9        640:  21%|██        | 109/519 [00:53<02:42,  2.52it/s]
       3/80      0.94G      1.183      2.114      1.107      1.368         14        640:  21%|██        | 109/519 [00:54<02:42,  2.52it/s]
       3/80      0.94G      1.183      2.114      1.107      1.368         14        640:  21%|██        | 110/519 [00:54<03:12,  2.13it/s]
       3/80      0.94G      1.182      2.114      1.106      1.367         13        640:  21%|██        | 110/519 [00:54<03:12,  2.13it/s]
       3/80      0.94G      1.182      2.114      1.106      1.367         13        640:  21%|██▏       | 111/519 [00:54<02:44,  2.48it/s]
       3/80      0.94G      1.181      2.115      1.107      1.366         12        640:  21%|██▏       | 111/519 [00:55<02:44,  2.48it/s]
       3/80      0.94G      1.181      2.115      1.107      1.366         12        640:  22%|██▏       | 112/519 [00:55<03:32,  1.92it/s]
       3/80      0.94G       1.18      2.112      1.105      1.365          9        640:  22%|██▏       | 112/519 [00:55<03:32,  1.92it/s]
       3/80      0.94G       1.18      2.112      1.105      1.365          9        640:  22%|██▏       | 113/519 [00:55<02:57,  2.29it/s]
       3/80      0.94G       1.18      2.107      1.105      1.365         11        640:  22%|██▏       | 113/519 [00:56<02:57,  2.29it/s]
       3/80      0.94G       1.18      2.107      1.105      1.365         11        640:  22%|██▏       | 114/519 [00:56<04:17,  1.57it/s]
       3/80      0.94G      1.178      2.105      1.104      1.363         12        640:  22%|██▏       | 114/519 [00:56<04:17,  1.57it/s]
       3/80      0.94G      1.178      2.105      1.104      1.363         12        640:  22%|██▏       | 115/519 [00:56<03:25,  1.97it/s]
       3/80      0.94G      1.178      2.105      1.103      1.361         16        640:  22%|██▏       | 115/519 [00:57<03:25,  1.97it/s]
       3/80      0.94G      1.178      2.105      1.103      1.361         16        640:  22%|██▏       | 116/519 [00:57<03:37,  1.86it/s]
       3/80      0.94G      1.177      2.105      1.104      1.362          9        640:  22%|██▏       | 116/519 [00:57<03:37,  1.86it/s]
       3/80      0.94G      1.177      2.105      1.104      1.362          9        640:  23%|██▎       | 117/519 [00:57<02:59,  2.24it/s]
       3/80      0.94G      1.181       2.11      1.112      1.367          7        640:  23%|██▎       | 117/519 [00:57<02:59,  2.24it/s]
       3/80      0.94G      1.181       2.11      1.112      1.367          7        640:  23%|██▎       | 118/519 [00:57<03:07,  2.14it/s]
       3/80      0.94G      1.183       2.11      1.112      1.369         14        640:  23%|██▎       | 118/519 [00:58<03:07,  2.14it/s]
       3/80      0.94G      1.183       2.11      1.112      1.369         14        640:  23%|██▎       | 119/519 [00:58<02:39,  2.50it/s]
       3/80      0.94G      1.182      2.106      1.111      1.369         12        640:  23%|██▎       | 119/519 [00:59<02:39,  2.50it/s]
       3/80      0.94G      1.182      2.106      1.111      1.369         12        640:  23%|██▎       | 120/519 [00:59<04:34,  1.45it/s]
       3/80      0.94G       1.18      2.102      1.109      1.368         10        640:  23%|██▎       | 120/519 [00:59<04:34,  1.45it/s]
       3/80      0.94G       1.18      2.102      1.109      1.368         10        640:  23%|██▎       | 121/519 [00:59<03:43,  1.78it/s]
       3/80      0.94G       1.18        2.1      1.115       1.37         12        640:  23%|██▎       | 121/519 [01:00<03:43,  1.78it/s]
       3/80      0.94G       1.18        2.1      1.115       1.37         12        640:  24%|██▎       | 122/519 [01:00<03:09,  2.10it/s]
       3/80      0.94G      1.184      2.105      1.118      1.372         11        640:  24%|██▎       | 122/519 [01:00<03:09,  2.10it/s]
       3/80      0.94G      1.184      2.105      1.118      1.372         11        640:  24%|██▎       | 123/519 [01:00<02:35,  2.55it/s]
       3/80      0.94G      1.186      2.107       1.12      1.375         10        640:  24%|██▎       | 123/519 [01:00<02:35,  2.55it/s]
       3/80      0.94G      1.186      2.107       1.12      1.375         10        640:  24%|██▍       | 124/519 [01:00<03:04,  2.14it/s]
       3/80      0.94G      1.189      2.109      1.122      1.376         12        640:  24%|██▍       | 124/519 [01:01<03:04,  2.14it/s]
       3/80      0.94G      1.189      2.109      1.122      1.376         12        640:  24%|██▍       | 125/519 [01:01<02:35,  2.54it/s]
       3/80      0.94G      1.188      2.107       1.12      1.375         10        640:  24%|██▍       | 125/519 [01:01<02:35,  2.54it/s]
       3/80      0.94G      1.188      2.107       1.12      1.375         10        640:  24%|██▍       | 126/519 [01:01<02:50,  2.30it/s]
       3/80      0.94G      1.189      2.111      1.119      1.375         13        640:  24%|██▍       | 126/519 [01:01<02:50,  2.30it/s]
       3/80      0.94G      1.189      2.111      1.119      1.375         13        640:  24%|██▍       | 127/519 [01:01<02:21,  2.76it/s]
       3/80      0.94G      1.188       2.11      1.118      1.373         10        640:  24%|██▍       | 127/519 [01:02<02:21,  2.76it/s]
       3/80      0.94G      1.188       2.11      1.118      1.373         10        640:  25%|██▍       | 128/519 [01:02<03:10,  2.05it/s]
       3/80      0.94G      1.191      2.113       1.12      1.375         12        640:  25%|██▍       | 128/519 [01:02<03:10,  2.05it/s]
       3/80      0.94G      1.191      2.113       1.12      1.375         12        640:  25%|██▍       | 129/519 [01:02<02:40,  2.44it/s]
       3/80      0.94G      1.191      2.111      1.119      1.373         10        640:  25%|██▍       | 129/519 [01:03<02:40,  2.44it/s]
       3/80      0.94G      1.191      2.111      1.119      1.373         10        640:  25%|██▌       | 130/519 [01:03<02:18,  2.82it/s]
       3/80      0.94G       1.19      2.107      1.117      1.374          7        640:  25%|██▌       | 130/519 [01:03<02:18,  2.82it/s]
       3/80      0.94G       1.19      2.107      1.117      1.374          7        640:  25%|██▌       | 131/519 [01:03<03:09,  2.05it/s]
       3/80      0.94G      1.192      2.108      1.118      1.377         12        640:  25%|██▌       | 131/519 [01:04<03:09,  2.05it/s]
       3/80      0.94G      1.192      2.108      1.118      1.377         12        640:  25%|██▌       | 132/519 [01:04<02:53,  2.23it/s]
       3/80      0.94G      1.191       2.11      1.119      1.376          7        640:  25%|██▌       | 132/519 [01:04<02:53,  2.23it/s]
       3/80      0.94G      1.191       2.11      1.119      1.376          7        640:  26%|██▌       | 133/519 [01:04<02:28,  2.60it/s]
       3/80      0.94G      1.191       2.11      1.118      1.375          9        640:  26%|██▌       | 133/519 [01:04<02:28,  2.60it/s]
       3/80      0.94G      1.191       2.11      1.118      1.375          9        640:  26%|██▌       | 134/519 [01:04<02:12,  2.90it/s]
       3/80      0.94G       1.19      2.109      1.117      1.373         13        640:  26%|██▌       | 134/519 [01:06<02:12,  2.90it/s]
       3/80      0.94G       1.19      2.109      1.117      1.373         13        640:  26%|██▌       | 135/519 [01:06<04:29,  1.42it/s]
       3/80      0.94G       1.19      2.107      1.116      1.373         10        640:  26%|██▌       | 135/519 [01:06<04:29,  1.42it/s]
       3/80      0.94G       1.19      2.107      1.116      1.373         10        640:  26%|██▌       | 136/519 [01:06<03:36,  1.77it/s]
       3/80      0.94G      1.193      2.112      1.115      1.377          8        640:  26%|██▌       | 136/519 [01:06<03:36,  1.77it/s]
       3/80      0.94G      1.193      2.112      1.115      1.377          8        640:  26%|██▋       | 137/519 [01:06<02:59,  2.13it/s]
       3/80      0.94G      1.192      2.105      1.112      1.375         10        640:  26%|██▋       | 137/519 [01:06<02:59,  2.13it/s]
       3/80      0.94G      1.192      2.105      1.112      1.375         10        640:  27%|██▋       | 138/519 [01:06<02:24,  2.64it/s]
       3/80      0.94G      1.195       2.11      1.116      1.378         11        640:  27%|██▋       | 138/519 [01:08<02:24,  2.64it/s]
       3/80      0.94G      1.195       2.11      1.116      1.378         11        640:  27%|██▋       | 139/519 [01:08<04:24,  1.44it/s]
       3/80      0.94G      1.194      2.111      1.116      1.378         12        640:  27%|██▋       | 139/519 [01:08<04:24,  1.44it/s]
       3/80      0.94G      1.194      2.111      1.116      1.378         12        640:  27%|██▋       | 140/519 [01:08<03:35,  1.76it/s]
       3/80      0.94G      1.197      2.114      1.115      1.379          9        640:  27%|██▋       | 140/519 [01:08<03:35,  1.76it/s]
       3/80      0.94G      1.197      2.114      1.115      1.379          9        640:  27%|██▋       | 141/519 [01:08<02:49,  2.23it/s]
       3/80      0.94G      1.196      2.116      1.116      1.379          9        640:  27%|██▋       | 141/519 [01:09<02:49,  2.23it/s]
       3/80      0.94G      1.196      2.116      1.116      1.379          9        640:  27%|██▋       | 142/519 [01:09<02:31,  2.49it/s]
       3/80      0.94G      1.198      2.121      1.119       1.38         15        640:  27%|██▋       | 142/519 [01:10<02:31,  2.49it/s]
       3/80      0.94G      1.198      2.121      1.119       1.38         15        640:  28%|██▊       | 143/519 [01:10<04:45,  1.32it/s]
       3/80      0.94G      1.199      2.121       1.12      1.379         15        640:  28%|██▊       | 143/519 [01:10<04:45,  1.32it/s]
       3/80      0.94G      1.199      2.121       1.12      1.379         15        640:  28%|██▊       | 144/519 [01:10<03:46,  1.66it/s]
       3/80      0.94G        1.2      2.121       1.12       1.38          8        640:  28%|██▊       | 144/519 [01:11<03:46,  1.66it/s]
       3/80      0.94G        1.2      2.121       1.12       1.38          8        640:  28%|██▊       | 145/519 [01:11<03:10,  1.96it/s]
       3/80      0.94G      1.198      2.118      1.118      1.379         13        640:  28%|██▊       | 145/519 [01:11<03:10,  1.96it/s]
       3/80      0.94G      1.198      2.118      1.118      1.379         13        640:  28%|██▊       | 146/519 [01:11<02:38,  2.35it/s]
       3/80      0.94G      1.202       2.12      1.119       1.38         12        640:  28%|██▊       | 146/519 [01:12<02:38,  2.35it/s]
       3/80      0.94G      1.202       2.12      1.119       1.38         12        640:  28%|██▊       | 147/519 [01:12<02:56,  2.11it/s]
       3/80      0.94G      1.201      2.122      1.118      1.379         10        640:  28%|██▊       | 147/519 [01:12<02:56,  2.11it/s]
       3/80      0.94G      1.201      2.122      1.118      1.379         10        640:  29%|██▊       | 148/519 [01:12<02:38,  2.34it/s]
       3/80      0.94G      1.203      2.124      1.119      1.379          7        640:  29%|██▊       | 148/519 [01:12<02:38,  2.34it/s]
       3/80      0.94G      1.203      2.124      1.119      1.379          7        640:  29%|██▊       | 149/519 [01:12<02:14,  2.75it/s]
       3/80      0.94G      1.202      2.121      1.118      1.378         10        640:  29%|██▊       | 149/519 [01:12<02:14,  2.75it/s]
       3/80      0.94G      1.202      2.121      1.118      1.378         10        640:  29%|██▉       | 150/519 [01:12<02:01,  3.02it/s]
       3/80      0.94G      1.198      2.118      1.116      1.376         13        640:  29%|██▉       | 150/519 [01:14<02:01,  3.02it/s]
       3/80      0.94G      1.198      2.118      1.116      1.376         13        640:  29%|██▉       | 151/519 [01:14<03:40,  1.67it/s]
       3/80      0.94G      1.202      2.124      1.119       1.38          6        640:  29%|██▉       | 151/519 [01:14<03:40,  1.67it/s]
       3/80      0.94G      1.202      2.124      1.119       1.38          6        640:  29%|██▉       | 152/519 [01:14<02:58,  2.05it/s]
       3/80      0.94G      1.206      2.127      1.121      1.384          8        640:  29%|██▉       | 152/519 [01:14<02:58,  2.05it/s]
       3/80      0.94G      1.206      2.127      1.121      1.384          8        640:  29%|██▉       | 153/519 [01:14<02:35,  2.35it/s]
       3/80      0.94G      1.204      2.123      1.121      1.383          7        640:  29%|██▉       | 153/519 [01:14<02:35,  2.35it/s]
       3/80      0.94G      1.204      2.123      1.121      1.383          7        640:  30%|██▉       | 154/519 [01:14<02:16,  2.67it/s]
       3/80      0.94G      1.206      2.126      1.123      1.385         11        640:  30%|██▉       | 154/519 [01:15<02:16,  2.67it/s]
       3/80      0.94G      1.206      2.126      1.123      1.385         11        640:  30%|██▉       | 155/519 [01:15<02:49,  2.14it/s]
       3/80      0.94G      1.208      2.126      1.125      1.387          9        640:  30%|██▉       | 155/519 [01:15<02:49,  2.14it/s]
       3/80      0.94G      1.208      2.126      1.125      1.387          9        640:  30%|███       | 156/519 [01:15<02:33,  2.37it/s]
       3/80      0.94G      1.208      2.124      1.127      1.387          9        640:  30%|███       | 156/519 [01:16<02:33,  2.37it/s]
       3/80      0.94G      1.208      2.124      1.127      1.387          9        640:  30%|███       | 157/519 [01:16<03:10,  1.90it/s]
       3/80      0.94G      1.207      2.123      1.126      1.387         13        640:  30%|███       | 157/519 [01:16<03:10,  1.90it/s]
       3/80      0.94G      1.207      2.123      1.126      1.387         13        640:  30%|███       | 158/519 [01:16<02:38,  2.28it/s]
       3/80      0.94G      1.207      2.123      1.127      1.387         11        640:  30%|███       | 158/519 [01:17<02:38,  2.28it/s]
       3/80      0.94G      1.207      2.123      1.127      1.387         11        640:  31%|███       | 159/519 [01:17<02:26,  2.45it/s]
       3/80      0.94G      1.205      2.122      1.126      1.385         12        640:  31%|███       | 159/519 [01:17<02:26,  2.45it/s]
       3/80      0.94G      1.205      2.122      1.126      1.385         12        640:  31%|███       | 160/519 [01:17<02:14,  2.68it/s]
       3/80      0.94G      1.205       2.12      1.124      1.385         14        640:  31%|███       | 160/519 [01:18<02:14,  2.68it/s]
       3/80      0.94G      1.205       2.12      1.124      1.385         14        640:  31%|███       | 161/519 [01:18<04:04,  1.46it/s]
       3/80      0.94G      1.204      2.121      1.127      1.383          8        640:  31%|███       | 161/519 [01:19<04:04,  1.46it/s]
       3/80      0.94G      1.204      2.121      1.127      1.383          8        640:  31%|███       | 162/519 [01:19<03:13,  1.84it/s]
       3/80      0.94G      1.205      2.121      1.126      1.385         10        640:  31%|███       | 162/519 [01:19<03:13,  1.84it/s]
       3/80      0.94G      1.205      2.121      1.126      1.385         10        640:  31%|███▏      | 163/519 [01:19<02:39,  2.23it/s]
       3/80      0.94G      1.205       2.12      1.127      1.386          8        640:  31%|███▏      | 163/519 [01:19<02:39,  2.23it/s]
       3/80      0.94G      1.205       2.12      1.127      1.386          8        640:  32%|███▏      | 164/519 [01:19<02:11,  2.70it/s]
       3/80      0.94G      1.208      2.125       1.13      1.387          9        640:  32%|███▏      | 164/519 [01:20<02:11,  2.70it/s]
       3/80      0.94G      1.208      2.125       1.13      1.387          9        640:  32%|███▏      | 165/519 [01:20<03:55,  1.50it/s]
       3/80      0.94G      1.206      2.122      1.129      1.386         10        640:  32%|███▏      | 165/519 [01:21<03:55,  1.50it/s]
       3/80      0.94G      1.206      2.122      1.129      1.386         10        640:  32%|███▏      | 166/519 [01:21<03:14,  1.82it/s]
       3/80      0.94G      1.206      2.121       1.13      1.385          9        640:  32%|███▏      | 166/519 [01:21<03:14,  1.82it/s]
       3/80      0.94G      1.206      2.121       1.13      1.385          9        640:  32%|███▏      | 167/519 [01:21<02:37,  2.24it/s]
       3/80      0.94G      1.206      2.121       1.13      1.385          7        640:  32%|███▏      | 167/519 [01:21<02:37,  2.24it/s]
       3/80      0.94G      1.206      2.121       1.13      1.385          7        640:  32%|███▏      | 168/519 [01:21<02:18,  2.54it/s]
       3/80      0.94G      1.207      2.121       1.13      1.386         10        640:  32%|███▏      | 168/519 [01:22<02:18,  2.54it/s]
       3/80      0.94G      1.207      2.121       1.13      1.386         10        640:  33%|███▎      | 169/519 [01:22<03:53,  1.50it/s]
       3/80      0.94G      1.205       2.12      1.131      1.385          6        640:  33%|███▎      | 169/519 [01:23<03:53,  1.50it/s]
       3/80      0.94G      1.205       2.12      1.131      1.385          6        640:  33%|███▎      | 170/519 [01:23<03:02,  1.91it/s]
       3/80      0.94G      1.204       2.12      1.129      1.384         11        640:  33%|███▎      | 170/519 [01:23<03:02,  1.91it/s]
       3/80      0.94G      1.204       2.12      1.129      1.384         11        640:  33%|███▎      | 171/519 [01:23<02:25,  2.39it/s]
       3/80      0.94G      1.202      2.119      1.129      1.383         12        640:  33%|███▎      | 171/519 [01:23<02:25,  2.39it/s]
       3/80      0.94G      1.202      2.119      1.129      1.383         12        640:  33%|███▎      | 172/519 [01:23<02:04,  2.78it/s]
       3/80      0.94G      1.204       2.12       1.13      1.383          8        640:  33%|███▎      | 172/519 [01:24<02:04,  2.78it/s]
       3/80      0.94G      1.204       2.12       1.13      1.383          8        640:  33%|███▎      | 173/519 [01:24<03:35,  1.61it/s]
       3/80      0.94G      1.205      2.124      1.131      1.383         10        640:  33%|███▎      | 173/519 [01:24<03:35,  1.61it/s]
       3/80      0.94G      1.205      2.124      1.131      1.383         10        640:  34%|███▎      | 174/519 [01:24<02:49,  2.03it/s]
       3/80      0.94G      1.204      2.123       1.13      1.382         14        640:  34%|███▎      | 174/519 [01:25<02:49,  2.03it/s]
       3/80      0.94G      1.204      2.123       1.13      1.382         14        640:  34%|███▎      | 175/519 [01:25<02:21,  2.44it/s]
       3/80      0.94G      1.203      2.122      1.129      1.382          9        640:  34%|███▎      | 175/519 [01:25<02:21,  2.44it/s]
       3/80      0.94G      1.203      2.122      1.129      1.382          9        640:  34%|███▍      | 176/519 [01:25<02:00,  2.85it/s]
       3/80      0.94G      1.203      2.118       1.13       1.38         12        640:  34%|███▍      | 176/519 [01:26<02:00,  2.85it/s]
       3/80      0.94G      1.203      2.118       1.13       1.38         12        640:  34%|███▍      | 177/519 [01:26<02:35,  2.20it/s]
       3/80      0.94G      1.202      2.114      1.129       1.38         12        640:  34%|███▍      | 177/519 [01:26<02:35,  2.20it/s]
       3/80      0.94G      1.202      2.114      1.129       1.38         12        640:  34%|███▍      | 178/519 [01:26<02:14,  2.53it/s]
       3/80      0.94G      1.201      2.111      1.127      1.379         12        640:  34%|███▍      | 178/519 [01:26<02:14,  2.53it/s]
       3/80      0.94G      1.201      2.111      1.127      1.379         12        640:  34%|███▍      | 179/519 [01:26<01:55,  2.95it/s]
       3/80      0.94G      1.199      2.108      1.127      1.378          8        640:  34%|███▍      | 179/519 [01:26<01:55,  2.95it/s]
       3/80      0.94G      1.199      2.108      1.127      1.378          8        640:  35%|███▍      | 180/519 [01:26<01:42,  3.32it/s]
       3/80      0.94G      1.197      2.106      1.125      1.377         10        640:  35%|███▍      | 180/519 [01:28<01:42,  3.32it/s]
       3/80      0.94G      1.197      2.106      1.125      1.377         10        640:  35%|███▍      | 181/519 [01:28<04:16,  1.32it/s]
       3/80      0.94G      1.195      2.099      1.124      1.375          6        640:  35%|███▍      | 181/519 [01:28<04:16,  1.32it/s]
       3/80      0.94G      1.195      2.099      1.124      1.375          6        640:  35%|███▌      | 182/519 [01:28<03:26,  1.63it/s]
       3/80      0.94G      1.193      2.098      1.122      1.374         11        640:  35%|███▌      | 182/519 [01:29<03:26,  1.63it/s]
       3/80      0.94G      1.193      2.098      1.122      1.374         11        640:  35%|███▌      | 183/519 [01:29<02:46,  2.02it/s]
       3/80      0.94G      1.194      2.101      1.125      1.376          7        640:  35%|███▌      | 183/519 [01:29<02:46,  2.02it/s]
       3/80      0.94G      1.194      2.101      1.125      1.376          7        640:  35%|███▌      | 184/519 [01:29<02:15,  2.47it/s]
       3/80      0.94G      1.197      2.103      1.128      1.376          7        640:  35%|███▌      | 184/519 [01:30<02:15,  2.47it/s]
       3/80      0.94G      1.197      2.103      1.128      1.376          7        640:  36%|███▌      | 185/519 [01:30<03:34,  1.56it/s]
       3/80      0.94G      1.198        2.1      1.129      1.376          9        640:  36%|███▌      | 185/519 [01:30<03:34,  1.56it/s]
       3/80      0.94G      1.198        2.1      1.129      1.376          9        640:  36%|███▌      | 186/519 [01:30<02:53,  1.92it/s]
       3/80      0.94G      1.197      2.099      1.129      1.375          9        640:  36%|███▌      | 186/519 [01:30<02:53,  1.92it/s]
       3/80      0.94G      1.197      2.099      1.129      1.375          9        640:  36%|███▌      | 187/519 [01:30<02:22,  2.33it/s]
       3/80      0.94G      1.195      2.096      1.129      1.374          8        640:  36%|███▌      | 187/519 [01:31<02:22,  2.33it/s]
       3/80      0.94G      1.195      2.096      1.129      1.374          8        640:  36%|███▌      | 188/519 [01:31<02:04,  2.65it/s]
       3/80      0.94G      1.194      2.095      1.129      1.373         11        640:  36%|███▌      | 188/519 [01:32<02:04,  2.65it/s]
       3/80      0.94G      1.194      2.095      1.129      1.373         11        640:  36%|███▋      | 189/519 [01:32<03:22,  1.63it/s]
       3/80      0.94G      1.195      2.096       1.13      1.374         14        640:  36%|███▋      | 189/519 [01:32<03:22,  1.63it/s]
       3/80      0.94G      1.195      2.096       1.13      1.374         14        640:  37%|███▋      | 190/519 [01:32<02:40,  2.04it/s]
       3/80      0.94G      1.193      2.094       1.13      1.372          8        640:  37%|███▋      | 190/519 [01:32<02:40,  2.04it/s]
       3/80      0.94G      1.193      2.094       1.13      1.372          8        640:  37%|███▋      | 191/519 [01:32<02:13,  2.45it/s]
       3/80      0.94G      1.192       2.09      1.129      1.372         10        640:  37%|███▋      | 191/519 [01:33<02:13,  2.45it/s]
       3/80      0.94G      1.192       2.09      1.129      1.372         10        640:  37%|███▋      | 192/519 [01:33<02:00,  2.72it/s]
       3/80      0.94G      1.194      2.093       1.13      1.373         13        640:  37%|███▋      | 192/519 [01:34<02:00,  2.72it/s]
       3/80      0.94G      1.194      2.093       1.13      1.373         13        640:  37%|███▋      | 193/519 [01:34<03:48,  1.43it/s]
       3/80      0.94G      1.193      2.091      1.129      1.372         13        640:  37%|███▋      | 193/519 [01:34<03:48,  1.43it/s]
       3/80      0.94G      1.193      2.091      1.129      1.372         13        640:  37%|███▋      | 194/519 [01:34<02:55,  1.85it/s]
       3/80      0.94G      1.193      2.088      1.128       1.37         10        640:  37%|███▋      | 194/519 [01:34<02:55,  1.85it/s]
       3/80      0.94G      1.193      2.088      1.128       1.37         10        640:  38%|███▊      | 195/519 [01:34<02:24,  2.24it/s]
       3/80      0.94G      1.193      2.088      1.127      1.371         12        640:  38%|███▊      | 195/519 [01:35<02:24,  2.24it/s]
       3/80      0.94G      1.193      2.088      1.127      1.371         12        640:  38%|███▊      | 196/519 [01:35<02:10,  2.48it/s]
       3/80      0.94G      1.192      2.083      1.126      1.369         10        640:  38%|███▊      | 196/519 [01:35<02:10,  2.48it/s]
       3/80      0.94G      1.192      2.083      1.126      1.369         10        640:  38%|███▊      | 197/519 [01:35<02:32,  2.11it/s]
       3/80      0.94G      1.193      2.084      1.127      1.369         12        640:  38%|███▊      | 197/519 [01:36<02:32,  2.11it/s]
       3/80      0.94G      1.193      2.084      1.127      1.369         12        640:  38%|███▊      | 198/519 [01:36<02:03,  2.61it/s]
       3/80      0.94G      1.192      2.083      1.126      1.369          8        640:  38%|███▊      | 198/519 [01:36<02:03,  2.61it/s]
       3/80      0.94G      1.192      2.083      1.126      1.369          8        640:  38%|███▊      | 199/519 [01:36<01:46,  3.01it/s]
       3/80      0.94G      1.191      2.081      1.125      1.368          8        640:  38%|███▊      | 199/519 [01:36<01:46,  3.01it/s]
       3/80      0.94G      1.191      2.081      1.125      1.368          8        640:  39%|███▊      | 200/519 [01:36<01:42,  3.11it/s]
       3/80      0.94G      1.193       2.08      1.125      1.369          9        640:  39%|███▊      | 200/519 [01:37<01:42,  3.11it/s]
       3/80      0.94G      1.193       2.08      1.125      1.369          9        640:  39%|███▊      | 201/519 [01:37<02:57,  1.79it/s]
       3/80      0.94G      1.192      2.078      1.124      1.369          7        640:  39%|███▊      | 201/519 [01:37<02:57,  1.79it/s]
       3/80      0.94G      1.192      2.078      1.124      1.369          7        640:  39%|███▉      | 202/519 [01:37<02:25,  2.17it/s]
       3/80      0.94G      1.192      2.076      1.123      1.369          7        640:  39%|███▉      | 202/519 [01:38<02:25,  2.17it/s]
       3/80      0.94G      1.192      2.076      1.123      1.369          7        640:  39%|███▉      | 203/519 [01:38<02:02,  2.59it/s]
       3/80      0.94G      1.192      2.076      1.125      1.369         10        640:  39%|███▉      | 203/519 [01:38<02:02,  2.59it/s]
       3/80      0.94G      1.192      2.076      1.125      1.369         10        640:  39%|███▉      | 204/519 [01:38<01:53,  2.79it/s]
       3/80      0.94G      1.193      2.076      1.124       1.37         11        640:  39%|███▉      | 204/519 [01:39<01:53,  2.79it/s]
       3/80      0.94G      1.193      2.076      1.124       1.37         11        640:  39%|███▉      | 205/519 [01:39<02:56,  1.78it/s]
       3/80      0.94G      1.192      2.073      1.123      1.369         10        640:  39%|███▉      | 205/519 [01:39<02:56,  1.78it/s]
       3/80      0.94G      1.192      2.073      1.123      1.369         10        640:  40%|███▉      | 206/519 [01:39<02:25,  2.15it/s]
       3/80      0.94G      1.191      2.072      1.124      1.368          9        640:  40%|███▉      | 206/519 [01:39<02:25,  2.15it/s]
       3/80      0.94G      1.191      2.072      1.124      1.368          9        640:  40%|███▉      | 207/519 [01:39<02:00,  2.59it/s]
       3/80      0.94G      1.192      2.069      1.125      1.368          6        640:  40%|███▉      | 207/519 [01:40<02:00,  2.59it/s]
       3/80      0.94G      1.192      2.069      1.125      1.368          6        640:  40%|████      | 208/519 [01:40<01:51,  2.79it/s]
       3/80      0.94G       1.19      2.067      1.124      1.367          9        640:  40%|████      | 208/519 [01:41<01:51,  2.79it/s]
       3/80      0.94G       1.19      2.067      1.124      1.367          9        640:  40%|████      | 209/519 [01:41<02:47,  1.85it/s]
       3/80      0.94G      1.191      2.067      1.124      1.368          7        640:  40%|████      | 209/519 [01:41<02:47,  1.85it/s]
       3/80      0.94G      1.191      2.067      1.124      1.368          7        640:  40%|████      | 210/519 [01:41<02:23,  2.16it/s]
       3/80      0.94G      1.191      2.067      1.123      1.368         12        640:  40%|████      | 210/519 [01:41<02:23,  2.16it/s]
       3/80      0.94G      1.191      2.067      1.123      1.368         12        640:  41%|████      | 211/519 [01:41<01:56,  2.64it/s]
       3/80      0.94G      1.189      2.064      1.121      1.367         10        640:  41%|████      | 211/519 [01:41<01:56,  2.64it/s]
       3/80      0.94G      1.189      2.064      1.121      1.367         10        640:  41%|████      | 212/519 [01:41<01:45,  2.91it/s]
       3/80      0.94G       1.19      2.065       1.12      1.367         13        640:  41%|████      | 212/519 [01:42<01:45,  2.91it/s]
       3/80      0.94G       1.19      2.065       1.12      1.367         13        640:  41%|████      | 213/519 [01:42<02:55,  1.75it/s]
       3/80      0.94G      1.191      2.064       1.12      1.366         14        640:  41%|████      | 213/519 [01:43<02:55,  1.75it/s]
       3/80      0.94G      1.191      2.064       1.12      1.366         14        640:  41%|████      | 214/519 [01:43<02:19,  2.18it/s]
       3/80      0.94G      1.191      2.065       1.12      1.366         14        640:  41%|████      | 214/519 [01:43<02:19,  2.18it/s]
       3/80      0.94G      1.191      2.065       1.12      1.366         14        640:  41%|████▏     | 215/519 [01:43<02:01,  2.50it/s]
       3/80      0.94G       1.19      2.065      1.121      1.367          8        640:  41%|████▏     | 215/519 [01:43<02:01,  2.50it/s]
       3/80      0.94G       1.19      2.065      1.121      1.367          8        640:  42%|████▏     | 216/519 [01:43<01:42,  2.96it/s]
       3/80      0.94G       1.19      2.067       1.12      1.366         11        640:  42%|████▏     | 216/519 [01:44<01:42,  2.96it/s]
       3/80      0.94G       1.19      2.067       1.12      1.366         11        640:  42%|████▏     | 217/519 [01:44<02:44,  1.84it/s]
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       3/80      0.94G      1.195      2.019      1.125       1.37          9        640:  91%|█████████ | 473/519 [03:43<00:20,  2.25it/s]
       3/80      0.94G      1.196      2.021      1.125       1.37          7        640:  91%|█████████ | 473/519 [03:43<00:20,  2.25it/s]
       3/80      0.94G      1.196      2.021      1.125       1.37          7        640:  91%|█████████▏| 474/519 [03:43<00:17,  2.61it/s]
       3/80      0.94G      1.196       2.02      1.125       1.37         11        640:  91%|█████████▏| 474/519 [03:45<00:17,  2.61it/s]
       3/80      0.94G      1.196       2.02      1.125       1.37         11        640:  92%|█████████▏| 475/519 [03:45<00:34,  1.29it/s]
       3/80      0.94G      1.197      2.022      1.127      1.371          6        640:  92%|█████████▏| 475/519 [03:45<00:34,  1.29it/s]
       3/80      0.94G      1.197      2.022      1.127      1.371          6        640:  92%|█████████▏| 476/519 [03:45<00:26,  1.64it/s]
       3/80      0.94G      1.197      2.022      1.127      1.371          8        640:  92%|█████████▏| 476/519 [03:45<00:26,  1.64it/s]
       3/80      0.94G      1.197      2.022      1.127      1.371          8        640:  92%|█████████▏| 477/519 [03:45<00:20,  2.04it/s]
       3/80      0.94G      1.197      2.021      1.127      1.372          8        640:  92%|█████████▏| 477/519 [03:45<00:20,  2.04it/s]
       3/80      0.94G      1.197      2.021      1.127      1.372          8        640:  92%|█████████▏| 478/519 [03:45<00:17,  2.28it/s]
       3/80      0.94G      1.197      2.022      1.127      1.372         11        640:  92%|█████████▏| 478/519 [03:47<00:17,  2.28it/s]
       3/80      0.94G      1.197      2.022      1.127      1.372         11        640:  92%|█████████▏| 479/519 [03:47<00:26,  1.53it/s]
       3/80      0.94G      1.197      2.021      1.127      1.372          9        640:  92%|█████████▏| 479/519 [03:47<00:26,  1.53it/s]
       3/80      0.94G      1.197      2.021      1.127      1.372          9        640:  92%|█████████▏| 480/519 [03:47<00:20,  1.94it/s]
       3/80      0.94G      1.197      2.022      1.127      1.372          8        640:  92%|█████████▏| 480/519 [03:47<00:20,  1.94it/s]
       3/80      0.94G      1.197      2.022      1.127      1.372          8        640:  93%|█████████▎| 481/519 [03:47<00:15,  2.41it/s]
       3/80      0.94G      1.198      2.023      1.128      1.373         11        640:  93%|█████████▎| 481/519 [03:47<00:15,  2.41it/s]
       3/80      0.94G      1.198      2.023      1.128      1.373         11        640:  93%|█████████▎| 482/519 [03:47<00:13,  2.73it/s]
       3/80      0.94G      1.198      2.022      1.128      1.373          9        640:  93%|█████████▎| 482/519 [03:49<00:13,  2.73it/s]
       3/80      0.94G      1.198      2.022      1.128      1.373          9        640:  93%|█████████▎| 483/519 [03:49<00:23,  1.50it/s]
       3/80      0.94G      1.198      2.025      1.128      1.373          6        640:  93%|█████████▎| 483/519 [03:49<00:23,  1.50it/s]
       3/80      0.94G      1.198      2.025      1.128      1.373          6        640:  93%|█████████▎| 484/519 [03:49<00:18,  1.92it/s]
       3/80      0.94G      1.198      2.026      1.128      1.373          8        640:  93%|█████████▎| 484/519 [03:49<00:18,  1.92it/s]
       3/80      0.94G      1.198      2.026      1.128      1.373          8        640:  93%|█████████▎| 485/519 [03:49<00:14,  2.40it/s]
       3/80      0.94G      1.197      2.024      1.127      1.372          8        640:  93%|█████████▎| 485/519 [03:49<00:14,  2.40it/s]
       3/80      0.94G      1.197      2.024      1.127      1.372          8        640:  94%|█████████▎| 486/519 [03:49<00:12,  2.75it/s]
       3/80      0.94G      1.197      2.023      1.127      1.373         12        640:  94%|█████████▎| 486/519 [03:50<00:12,  2.75it/s]
       3/80      0.94G      1.197      2.023      1.127      1.373         12        640:  94%|█████████▍| 487/519 [03:50<00:20,  1.59it/s]
       3/80      0.94G      1.197      2.024      1.127      1.373         16        640:  94%|█████████▍| 487/519 [03:51<00:20,  1.59it/s]
       3/80      0.94G      1.197      2.024      1.127      1.373         16        640:  94%|█████████▍| 488/519 [03:51<00:15,  2.03it/s]
       3/80      0.94G      1.198      2.023      1.127      1.373          8        640:  94%|█████████▍| 488/519 [03:51<00:15,  2.03it/s]
       3/80      0.94G      1.198      2.023      1.127      1.373          8        640:  94%|█████████▍| 489/519 [03:51<00:12,  2.39it/s]
       3/80      0.94G      1.197      2.021      1.127      1.373          9        640:  94%|█████████▍| 489/519 [03:51<00:12,  2.39it/s]
       3/80      0.94G      1.197      2.021      1.127      1.373          9        640:  94%|█████████▍| 490/519 [03:51<00:10,  2.70it/s]
       3/80      0.94G      1.196      2.021      1.127      1.372         14        640:  94%|█████████▍| 490/519 [03:52<00:10,  2.70it/s]
       3/80      0.94G      1.196      2.021      1.127      1.372         14        640:  95%|█████████▍| 491/519 [03:52<00:14,  1.94it/s]
       3/80      0.94G      1.196       2.02      1.127      1.372         11        640:  95%|█████████▍| 491/519 [03:52<00:14,  1.94it/s]
       3/80      0.94G      1.196       2.02      1.127      1.372         11        640:  95%|█████████▍| 492/519 [03:52<00:11,  2.35it/s]
       3/80      0.94G      1.196       2.02      1.127      1.372          8        640:  95%|█████████▍| 492/519 [03:52<00:11,  2.35it/s]
       3/80      0.94G      1.196       2.02      1.127      1.372          8        640:  95%|█████████▍| 493/519 [03:52<00:09,  2.73it/s]
       3/80      0.94G      1.197       2.02      1.128      1.373          7        640:  95%|█████████▍| 493/519 [03:53<00:09,  2.73it/s]
       3/80      0.94G      1.197       2.02      1.128      1.373          7        640:  95%|█████████▌| 494/519 [03:53<00:08,  3.00it/s]
       3/80      0.94G      1.196       2.02      1.129      1.372         14        640:  95%|█████████▌| 494/519 [03:54<00:08,  3.00it/s]
       3/80      0.94G      1.196       2.02      1.129      1.372         14        640:  95%|█████████▌| 495/519 [03:54<00:14,  1.61it/s]
       3/80      0.94G      1.196      2.019      1.129      1.372          8        640:  95%|█████████▌| 495/519 [03:54<00:14,  1.61it/s]
       3/80      0.94G      1.196      2.019      1.129      1.372          8        640:  96%|█████████▌| 496/519 [03:54<00:11,  2.01it/s]
       3/80      0.94G      1.197      2.019      1.128      1.372         14        640:  96%|█████████▌| 496/519 [03:54<00:11,  2.01it/s]
       3/80      0.94G      1.197      2.019      1.128      1.372         14        640:  96%|█████████▌| 497/519 [03:54<00:08,  2.46it/s]
       3/80      0.94G      1.197       2.02      1.129      1.372         14        640:  96%|█████████▌| 497/519 [03:55<00:08,  2.46it/s]
       3/80      0.94G      1.197       2.02      1.129      1.372         14        640:  96%|█████████▌| 498/519 [03:55<00:07,  2.78it/s]
       3/80      0.94G      1.197      2.019      1.128      1.372         11        640:  96%|█████████▌| 498/519 [03:55<00:07,  2.78it/s]
       3/80      0.94G      1.197      2.019      1.128      1.372         11        640:  96%|█████████▌| 499/519 [03:55<00:09,  2.08it/s]
       3/80      0.94G      1.197      2.019      1.128      1.372         12        640:  96%|█████████▌| 499/519 [03:56<00:09,  2.08it/s]
       3/80      0.94G      1.197      2.019      1.128      1.372         12        640:  96%|█████████▋| 500/519 [03:56<00:07,  2.54it/s]
       3/80      0.94G      1.197      2.021      1.128      1.372          6        640:  96%|█████████▋| 500/519 [03:56<00:07,  2.54it/s]
       3/80      0.94G      1.197      2.021      1.128      1.372          6        640:  97%|█████████▋| 501/519 [03:56<00:06,  2.90it/s]
       3/80      0.94G      1.197      2.021      1.128      1.372         10        640:  97%|█████████▋| 501/519 [03:56<00:06,  2.90it/s]
       3/80      0.94G      1.197      2.021      1.128      1.372         10        640:  97%|█████████▋| 502/519 [03:56<00:05,  3.19it/s]
       3/80      0.94G      1.197      2.021      1.127      1.372         14        640:  97%|█████████▋| 502/519 [03:57<00:05,  3.19it/s]
       3/80      0.94G      1.197      2.021      1.127      1.372         14        640:  97%|█████████▋| 503/519 [03:57<00:08,  1.80it/s]
       3/80      0.94G      1.197       2.02      1.128      1.372         10        640:  97%|█████████▋| 503/519 [03:57<00:08,  1.80it/s]
       3/80      0.94G      1.197       2.02      1.128      1.372         10        640:  97%|█████████▋| 504/519 [03:57<00:06,  2.27it/s]
       3/80      0.94G      1.198      2.021      1.129      1.374          8        640:  97%|█████████▋| 504/519 [03:57<00:06,  2.27it/s]
       3/80      0.94G      1.198      2.021      1.129      1.374          8        640:  97%|█████████▋| 505/519 [03:57<00:05,  2.71it/s]
       3/80      0.94G      1.198      2.022      1.129      1.374          9        640:  97%|█████████▋| 505/519 [03:58<00:05,  2.71it/s]
       3/80      0.94G      1.198      2.022      1.129      1.374          9        640:  97%|█████████▋| 506/519 [03:58<00:04,  3.10it/s]
       3/80      0.94G      1.199      2.022       1.13      1.374         10        640:  97%|█████████▋| 506/519 [03:59<00:04,  3.10it/s]
       3/80      0.94G      1.199      2.022       1.13      1.374         10        640:  98%|█████████▊| 507/519 [03:59<00:07,  1.63it/s]
       3/80      0.94G      1.199      2.021       1.13      1.374          9        640:  98%|█████████▊| 507/519 [03:59<00:07,  1.63it/s]
       3/80      0.94G      1.199      2.021       1.13      1.374          9        640:  98%|█████████▊| 508/519 [03:59<00:05,  2.04it/s]
       3/80      0.94G      1.199       2.02       1.13      1.374          8        640:  98%|█████████▊| 508/519 [03:59<00:05,  2.04it/s]
       3/80      0.94G      1.199       2.02       1.13      1.374          8        640:  98%|█████████▊| 509/519 [03:59<00:04,  2.45it/s]
       3/80      0.94G      1.198      2.021       1.13      1.375         12        640:  98%|█████████▊| 509/519 [04:00<00:04,  2.45it/s]
       3/80      0.94G      1.198      2.021       1.13      1.375         12        640:  98%|█████████▊| 510/519 [04:00<00:03,  2.77it/s]
       3/80      0.94G      1.198       2.02       1.13      1.375          9        640:  98%|█████████▊| 510/519 [04:01<00:03,  2.77it/s]
       3/80      0.94G      1.198       2.02       1.13      1.375          9        640:  98%|█████████▊| 511/519 [04:01<00:05,  1.41it/s]
       3/80      0.94G      1.198      2.019       1.13      1.375         10        640:  98%|█████████▊| 511/519 [04:01<00:05,  1.41it/s]
       3/80      0.94G      1.198      2.019       1.13      1.375         10        640:  99%|█████████▊| 512/519 [04:01<00:03,  1.75it/s]
       3/80      0.94G      1.197      2.019      1.129      1.374         10        640:  99%|█████████▊| 512/519 [04:02<00:03,  1.75it/s]
       3/80      0.94G      1.197      2.019      1.129      1.374         10        640:  99%|█████████▉| 513/519 [04:02<00:02,  2.27it/s]
       3/80      0.94G      1.197      2.019      1.129      1.374         11        640:  99%|█████████▉| 513/519 [04:02<00:02,  2.27it/s]
       3/80      0.94G      1.197      2.019      1.129      1.374         11        640:  99%|█████████▉| 514/519 [04:02<00:01,  2.85it/s]
       3/80      0.94G      1.197      2.017      1.128      1.374         11        640:  99%|█████████▉| 514/519 [04:02<00:01,  2.85it/s]
       3/80      0.94G      1.197      2.017      1.128      1.374         11        640:  99%|█████████▉| 515/519 [04:02<00:01,  2.41it/s]
       3/80      0.94G      1.197      2.017      1.129      1.374         10        640:  99%|█████████▉| 515/519 [04:02<00:01,  2.41it/s]
       3/80      0.94G      1.197      2.017      1.129      1.374         10        640:  99%|█████████▉| 516/519 [04:02<00:01,  2.95it/s]
       3/80      0.94G      1.197      2.016      1.129      1.373         13        640:  99%|█████████▉| 516/519 [04:03<00:01,  2.95it/s]
       3/80      0.94G      1.197      2.016      1.129      1.373         13        640: 100%|█████████▉| 517/519 [04:03<00:00,  3.38it/s]
       3/80      0.94G      1.197      2.016      1.129      1.374          9        640: 100%|█████████▉| 517/519 [04:03<00:00,  3.38it/s]
       3/80      0.94G      1.197      2.016      1.128      1.374          8        640: 100%|█████████▉| 517/519 [04:03<00:00,  3.38it/s]
       3/80      0.94G      1.197      2.016      1.128      1.374          8        640: 100%|██████████| 519/519 [04:03<00:00,  4.48it/s]
       3/80      0.94G      1.197      2.016      1.128      1.374          8        640: 100%|██████████| 519/519 [04:03<00:00,  2.13it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:45,  6.33s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:56,  2.80s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:06<01:43,  1.67s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:12,  1.18s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:53,  1.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:48,  1.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:43,  1.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:38,  1.49it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:09<00:32,  1.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:27,  2.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:25,  2.08it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:23,  2.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:23,  2.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:24,  2.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:24,  2.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:25,  1.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:24,  1.93it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:24,  1.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:25,  1.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:24,  1.75it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  2.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:17,  2.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:08,  4.45it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.51it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  5.83it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:05,  6.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.40it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:04,  6.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  6.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:04,  6.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  5.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:21<00:03,  5.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  5.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  7.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:01,  8.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:21<00:01,  8.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  7.31it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  82%|████████▏ | 53/65 [00:22<00:01,  7.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  8.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:01,  8.42it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  8.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  89%|████████▉ | 58/65 [00:22<00:00,  8.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.55it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:22<00:00,  9.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:23<00:00,  9.55it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  98%|█████████▊| 64/65 [00:23<00:00,  9.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.77it/s]
-                   all        519        519       0.86      0.889      0.915       0.57      0.898      0.849       0.91      0.556
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
       4/80      0.94G       1.09      2.148     0.8481      1.328         10        640:   0%|          | 0/519 [00:03<?, ?it/s]
       4/80      0.94G       1.09      2.148     0.8481      1.328         10        640:   0%|          | 1/519 [00:03<30:01,  3.48s/it]
       4/80      0.94G      1.194      1.934       1.08      1.419          9        640:   0%|          | 1/519 [00:03<30:01,  3.48s/it]
       4/80      0.94G      1.194      1.934       1.08      1.419          9        640:   0%|          | 2/519 [00:03<13:23,  1.55s/it]
       4/80      0.94G      1.148      1.942       1.14      1.365          9        640:   0%|          | 2/519 [00:03<13:23,  1.55s/it]
       4/80      0.94G      1.148      1.942       1.14      1.365          9        640:   1%|          | 3/519 [00:03<08:14,  1.04it/s]
       4/80      0.94G      1.146      1.783      1.101      1.362          6        640:   1%|          | 3/519 [00:04<08:14,  1.04it/s]
       4/80      0.94G      1.146      1.783      1.101      1.362          6        640:   1%|          | 4/519 [00:04<05:54,  1.45it/s]
       4/80      0.94G      1.116      1.759       1.06      1.407          6        640:   1%|          | 4/519 [00:05<05:54,  1.45it/s]
       4/80      0.94G      1.116      1.759       1.06      1.407          6        640:   1%|          | 5/519 [00:05<06:39,  1.29it/s]
       4/80      0.94G      1.122      1.818      1.065      1.396         11        640:   1%|          | 5/519 [00:05<06:39,  1.29it/s]
       4/80      0.94G      1.122      1.818      1.065      1.396         11        640:   1%|          | 6/519 [00:05<04:58,  1.72it/s]
       4/80      0.94G      1.154      1.838      1.068      1.391         14        640:   1%|          | 6/519 [00:05<04:58,  1.72it/s]
       4/80      0.94G      1.154      1.838      1.068      1.391         14        640:   1%|▏         | 7/519 [00:05<04:03,  2.10it/s]
       4/80      0.94G      1.149      1.832      1.051      1.367         15        640:   1%|▏         | 7/519 [00:05<04:03,  2.10it/s]
       4/80      0.94G      1.149      1.832      1.051      1.367         15        640:   2%|▏         | 8/519 [00:05<03:36,  2.36it/s]
       4/80      0.94G      1.172      1.845      1.058      1.376          8        640:   2%|▏         | 8/519 [00:06<03:36,  2.36it/s]
       4/80      0.94G      1.172      1.845      1.058      1.376          8        640:   2%|▏         | 9/519 [00:06<04:29,  1.89it/s]
       4/80      0.94G       1.19      1.889      1.057      1.408          5        640:   2%|▏         | 9/519 [00:06<04:29,  1.89it/s]
       4/80      0.94G       1.19      1.889      1.057      1.408          5        640:   2%|▏         | 10/519 [00:06<03:49,  2.22it/s]
       4/80      0.94G      1.193      1.889      1.063      1.416          9        640:   2%|▏         | 10/519 [00:07<03:49,  2.22it/s]
       4/80      0.94G      1.193      1.889      1.063      1.416          9        640:   2%|▏         | 11/519 [00:07<03:15,  2.60it/s]
       4/80      0.94G      1.202      1.899      1.052      1.414          8        640:   2%|▏         | 11/519 [00:07<03:15,  2.60it/s]
       4/80      0.94G      1.202      1.899      1.052      1.414          8        640:   2%|▏         | 12/519 [00:07<02:52,  2.93it/s]
       4/80      0.94G      1.221      1.899      1.077      1.431          8        640:   2%|▏         | 12/519 [00:08<02:52,  2.93it/s]
       4/80      0.94G      1.221      1.899      1.077      1.431          8        640:   3%|▎         | 13/519 [00:08<05:37,  1.50it/s]
       4/80      0.94G      1.221      1.946      1.077      1.428         10        640:   3%|▎         | 13/519 [00:09<05:37,  1.50it/s]
       4/80      0.94G      1.221      1.946      1.077      1.428         10        640:   3%|▎         | 14/519 [00:09<04:28,  1.88it/s]
       4/80      0.94G       1.23      1.977      1.098      1.431          9        640:   3%|▎         | 14/519 [00:09<04:28,  1.88it/s]
       4/80      0.94G       1.23      1.977      1.098      1.431          9        640:   3%|▎         | 15/519 [00:09<03:44,  2.25it/s]
       4/80      0.94G      1.234      1.959      1.099      1.434         12        640:   3%|▎         | 15/519 [00:09<03:44,  2.25it/s]
       4/80      0.94G      1.234      1.959      1.099      1.434         12        640:   3%|▎         | 16/519 [00:09<03:15,  2.57it/s]
       4/80      0.94G      1.255      1.989      1.105      1.443         10        640:   3%|▎         | 16/519 [00:10<03:15,  2.57it/s]
       4/80      0.94G      1.255      1.989      1.105      1.443         10        640:   3%|▎         | 17/519 [00:10<05:10,  1.62it/s]
       4/80      0.94G      1.257       1.99        1.1      1.436         13        640:   3%|▎         | 17/519 [00:10<05:10,  1.62it/s]
       4/80      0.94G      1.257       1.99        1.1      1.436         13        640:   3%|▎         | 18/519 [00:10<04:09,  2.01it/s]
       4/80      0.94G       1.23      1.956      1.093      1.414          6        640:   3%|▎         | 18/519 [00:11<04:09,  2.01it/s]
       4/80      0.94G       1.23      1.956      1.093      1.414          6        640:   4%|▎         | 19/519 [00:11<03:31,  2.37it/s]
       4/80      0.94G       1.22      1.957      1.088      1.411         11        640:   4%|▎         | 19/519 [00:11<03:31,  2.37it/s]
       4/80      0.94G       1.22      1.957      1.088      1.411         11        640:   4%|▍         | 20/519 [00:11<02:56,  2.82it/s]
       4/80      0.94G      1.241      2.012      1.094      1.416         11        640:   4%|▍         | 20/519 [00:12<02:56,  2.82it/s]
       4/80      0.94G      1.241      2.012      1.094      1.416         11        640:   4%|▍         | 21/519 [00:12<04:56,  1.68it/s]
       4/80      0.94G      1.232      1.982       1.09       1.41          6        640:   4%|▍         | 21/519 [00:12<04:56,  1.68it/s]
       4/80      0.94G      1.232      1.982       1.09       1.41          6        640:   4%|▍         | 22/519 [00:12<04:11,  1.98it/s]
       4/80      0.94G      1.219      1.971      1.075      1.398         12        640:   4%|▍         | 22/519 [00:13<04:11,  1.98it/s]
       4/80      0.94G      1.219      1.971      1.075      1.398         12        640:   4%|▍         | 23/519 [00:13<03:26,  2.40it/s]
       4/80      0.94G       1.23      1.976      1.083      1.404         12        640:   4%|▍         | 23/519 [00:13<03:26,  2.40it/s]
       4/80      0.94G       1.23      1.976      1.083      1.404         12        640:   5%|▍         | 24/519 [00:13<03:14,  2.54it/s]
       4/80      0.94G      1.222      1.961      1.077      1.401         13        640:   5%|▍         | 24/519 [00:14<03:14,  2.54it/s]
       4/80      0.94G      1.222      1.961      1.077      1.401         13        640:   5%|▍         | 25/519 [00:14<05:56,  1.38it/s]
       4/80      0.94G      1.234      1.976      1.083       1.41          9        640:   5%|▍         | 25/519 [00:15<05:56,  1.38it/s]
       4/80      0.94G      1.234      1.976      1.083       1.41          9        640:   5%|▌         | 26/519 [00:15<04:33,  1.80it/s]
       4/80      0.94G      1.233      1.969      1.084      1.412          8        640:   5%|▌         | 26/519 [00:15<04:33,  1.80it/s]
       4/80      0.94G      1.233      1.969      1.084      1.412          8        640:   5%|▌         | 27/519 [00:15<03:39,  2.24it/s]
       4/80      0.94G      1.221      1.963      1.078      1.402         11        640:   5%|▌         | 27/519 [00:15<03:39,  2.24it/s]
       4/80      0.94G      1.221      1.963      1.078      1.402         11        640:   5%|▌         | 28/519 [00:15<03:06,  2.64it/s]
       4/80      0.94G      1.234      1.979      1.087      1.409          7        640:   5%|▌         | 28/519 [00:16<03:06,  2.64it/s]
       4/80      0.94G      1.234      1.979      1.087      1.409          7        640:   6%|▌         | 29/519 [00:16<04:41,  1.74it/s]
       4/80      0.94G       1.23      1.994      1.085      1.415          7        640:   6%|▌         | 29/519 [00:16<04:41,  1.74it/s]
       4/80      0.94G       1.23      1.994      1.085      1.415          7        640:   6%|▌         | 30/519 [00:16<03:47,  2.15it/s]
       4/80      0.94G      1.226      1.988      1.087      1.419          9        640:   6%|▌         | 30/519 [00:16<03:47,  2.15it/s]
       4/80      0.94G      1.226      1.988      1.087      1.419          9        640:   6%|▌         | 31/519 [00:16<03:09,  2.58it/s]
       4/80      0.94G       1.24      1.994      1.092      1.427          8        640:   6%|▌         | 31/519 [00:17<03:09,  2.58it/s]
       4/80      0.94G       1.24      1.994      1.092      1.427          8        640:   6%|▌         | 32/519 [00:17<02:42,  3.00it/s]
       4/80      0.94G       1.23      1.978       1.09      1.419         14        640:   6%|▌         | 32/519 [00:18<02:42,  3.00it/s]
       4/80      0.94G       1.23      1.978       1.09      1.419         14        640:   6%|▋         | 33/519 [00:18<04:25,  1.83it/s]
       4/80      0.94G      1.229      1.993      1.091      1.423          7        640:   6%|▋         | 33/519 [00:18<04:25,  1.83it/s]
       4/80      0.94G      1.229      1.993      1.091      1.423          7        640:   7%|▋         | 34/519 [00:18<03:30,  2.30it/s]
       4/80      0.94G      1.227      1.995        1.1       1.42         10        640:   7%|▋         | 34/519 [00:18<03:30,  2.30it/s]
       4/80      0.94G      1.227      1.995        1.1       1.42         10        640:   7%|▋         | 35/519 [00:18<03:03,  2.64it/s]
       4/80      0.94G      1.216      1.982      1.092      1.408         14        640:   7%|▋         | 35/519 [00:18<03:03,  2.64it/s]
       4/80      0.94G      1.216      1.982      1.092      1.408         14        640:   7%|▋         | 36/519 [00:18<02:44,  2.93it/s]
       4/80      0.94G       1.22      1.976      1.097      1.423          5        640:   7%|▋         | 36/519 [00:20<02:44,  2.93it/s]
       4/80      0.94G       1.22      1.976      1.097      1.423          5        640:   7%|▋         | 37/519 [00:20<05:16,  1.53it/s]
       4/80      0.94G      1.219      1.969      1.094      1.421         11        640:   7%|▋         | 37/519 [00:20<05:16,  1.53it/s]
       4/80      0.94G      1.219      1.969      1.094      1.421         11        640:   7%|▋         | 38/519 [00:20<04:06,  1.95it/s]
       4/80      0.94G      1.215      1.966      1.092      1.417         11        640:   7%|▋         | 38/519 [00:20<04:06,  1.95it/s]
       4/80      0.94G      1.215      1.966      1.092      1.417         11        640:   8%|▊         | 39/519 [00:20<03:30,  2.28it/s]
       4/80      0.94G      1.222      1.967      1.093       1.42          9        640:   8%|▊         | 39/519 [00:20<03:30,  2.28it/s]
       4/80      0.94G      1.222      1.967      1.093       1.42          9        640:   8%|▊         | 40/519 [00:20<03:07,  2.55it/s]
       4/80      0.94G      1.213      1.958      1.085      1.415         10        640:   8%|▊         | 40/519 [00:22<03:07,  2.55it/s]
       4/80      0.94G      1.213      1.958      1.085      1.415         10        640:   8%|▊         | 41/519 [00:22<05:44,  1.39it/s]
       4/80      0.94G      1.213      1.968      1.093      1.423          8        640:   8%|▊         | 41/519 [00:22<05:44,  1.39it/s]
       4/80      0.94G      1.213      1.968      1.093      1.423          8        640:   8%|▊         | 42/519 [00:22<04:31,  1.75it/s]
       4/80      0.94G      1.214      1.976      1.089      1.419          9        640:   8%|▊         | 42/519 [00:22<04:31,  1.75it/s]
       4/80      0.94G      1.214      1.976      1.089      1.419          9        640:   8%|▊         | 43/519 [00:22<03:44,  2.12it/s]
       4/80      0.94G       1.21      1.972       1.09      1.413         13        640:   8%|▊         | 43/519 [00:23<03:44,  2.12it/s]
       4/80      0.94G       1.21      1.972       1.09      1.413         13        640:   8%|▊         | 44/519 [00:23<03:12,  2.46it/s]
       4/80      0.94G      1.212      1.969      1.092      1.415          9        640:   8%|▊         | 44/519 [00:23<03:12,  2.46it/s]
       4/80      0.94G      1.212      1.969      1.092      1.415          9        640:   9%|▊         | 45/519 [00:23<03:48,  2.07it/s]
       4/80      0.94G       1.23      1.997      1.111      1.428         11        640:   9%|▊         | 45/519 [00:23<03:48,  2.07it/s]
       4/80      0.94G       1.23      1.997      1.111      1.428         11        640:   9%|▉         | 46/519 [00:23<02:59,  2.63it/s]
       4/80      0.94G      1.227      1.995      1.106      1.422         14        640:   9%|▉         | 46/519 [00:24<02:59,  2.63it/s]
       4/80      0.94G      1.227      1.995      1.106      1.422         14        640:   9%|▉         | 47/519 [00:24<02:45,  2.86it/s]
       4/80      0.94G      1.231      1.996       1.11       1.42         10        640:   9%|▉         | 47/519 [00:24<02:45,  2.86it/s]
       4/80      0.94G      1.231      1.996       1.11       1.42         10        640:   9%|▉         | 48/519 [00:24<02:28,  3.18it/s]
       4/80      0.94G      1.235      1.998      1.112      1.424          8        640:   9%|▉         | 48/519 [00:25<02:28,  3.18it/s]
       4/80      0.94G      1.235      1.998      1.112      1.424          8        640:   9%|▉         | 49/519 [00:25<05:07,  1.53it/s]
       4/80      0.94G      1.235      1.995      1.108      1.422          9        640:   9%|▉         | 49/519 [00:26<05:07,  1.53it/s]
       4/80      0.94G      1.235      1.995      1.108      1.422          9        640:  10%|▉         | 50/519 [00:26<04:20,  1.80it/s]
       4/80      0.94G      1.237          2      1.109      1.421          8        640:  10%|▉         | 50/519 [00:26<04:20,  1.80it/s]
       4/80      0.94G      1.237          2      1.109      1.421          8        640:  10%|▉         | 51/519 [00:26<03:46,  2.07it/s]
       4/80      0.94G      1.233      1.994      1.108      1.419         11        640:  10%|▉         | 51/519 [00:26<03:46,  2.07it/s]
       4/80      0.94G      1.233      1.994      1.108      1.419         11        640:  10%|█         | 52/519 [00:26<03:17,  2.36it/s]
       4/80      0.94G      1.245      2.017      1.114      1.429         10        640:  10%|█         | 52/519 [00:28<03:17,  2.36it/s]
       4/80      0.94G      1.245      2.017      1.114      1.429         10        640:  10%|█         | 53/519 [00:28<05:39,  1.37it/s]
       4/80      0.94G      1.239      2.024      1.115      1.427          8        640:  10%|█         | 53/519 [00:28<05:39,  1.37it/s]
       4/80      0.94G      1.239      2.024      1.115      1.427          8        640:  10%|█         | 54/519 [00:28<04:40,  1.66it/s]
       4/80      0.94G      1.243      2.019      1.114      1.427         13        640:  10%|█         | 54/519 [00:28<04:40,  1.66it/s]
       4/80      0.94G      1.243      2.019      1.114      1.427         13        640:  11%|█         | 55/519 [00:28<03:57,  1.96it/s]
       4/80      0.94G      1.247      2.012      1.115      1.427          7        640:  11%|█         | 55/519 [00:29<03:57,  1.96it/s]
       4/80      0.94G      1.247      2.012      1.115      1.427          7        640:  11%|█         | 56/519 [00:29<03:27,  2.23it/s]
       4/80      0.94G      1.245      2.019      1.115      1.429          7        640:  11%|█         | 56/519 [00:30<03:27,  2.23it/s]
       4/80      0.94G      1.245      2.019      1.115      1.429          7        640:  11%|█         | 57/519 [00:30<05:14,  1.47it/s]
       4/80      0.94G      1.239       2.01      1.113      1.425         13        640:  11%|█         | 57/519 [00:30<05:14,  1.47it/s]
       4/80      0.94G      1.234      2.006      1.109      1.422          8        640:  11%|█         | 57/519 [00:30<05:14,  1.47it/s]
       4/80      0.94G      1.234      2.006      1.109      1.422          8        640:  11%|█▏        | 59/519 [00:30<03:26,  2.22it/s]
       4/80      0.94G      1.233      2.007      1.114      1.419         12        640:  11%|█▏        | 59/519 [00:30<03:26,  2.22it/s]
       4/80      0.94G      1.233      2.007      1.114      1.419         12        640:  12%|█▏        | 60/519 [00:30<02:58,  2.57it/s]
       4/80      0.94G      1.235      2.007      1.115      1.419         10        640:  12%|█▏        | 60/519 [00:32<02:58,  2.57it/s]
       4/80      0.94G      1.235      2.007      1.115      1.419         10        640:  12%|█▏        | 61/519 [00:32<04:54,  1.56it/s]
       4/80      0.94G      1.235       2.01      1.114      1.415         10        640:  12%|█▏        | 61/519 [00:32<04:54,  1.56it/s]
       4/80      0.94G      1.235       2.01      1.114      1.415         10        640:  12%|█▏        | 62/519 [00:32<04:00,  1.90it/s]
       4/80      0.94G       1.24      2.012      1.116      1.425          9        640:  12%|█▏        | 62/519 [00:32<04:00,  1.90it/s]
       4/80      0.94G       1.24      2.012      1.116      1.425          9        640:  12%|█▏        | 63/519 [00:32<03:16,  2.32it/s]
       4/80      0.94G      1.236      2.006      1.114      1.425         10        640:  12%|█▏        | 63/519 [00:32<03:16,  2.32it/s]
       4/80      0.94G      1.236      2.006      1.114      1.425         10        640:  12%|█▏        | 64/519 [00:32<02:55,  2.59it/s]
       4/80      0.94G      1.235      2.003      1.111      1.421          8        640:  12%|█▏        | 64/519 [00:33<02:55,  2.59it/s]
       4/80      0.94G      1.235      2.003      1.111      1.421          8        640:  13%|█▎        | 65/519 [00:33<04:14,  1.78it/s]
       4/80      0.94G      1.238      2.011       1.11      1.421         11        640:  13%|█▎        | 65/519 [00:34<04:14,  1.78it/s]
       4/80      0.94G      1.238      2.011       1.11      1.421         11        640:  13%|█▎        | 66/519 [00:34<03:28,  2.17it/s]
       4/80      0.94G      1.237      2.006      1.109      1.416         11        640:  13%|█▎        | 66/519 [00:34<03:28,  2.17it/s]
       4/80      0.94G      1.237      2.006      1.109      1.416         11        640:  13%|█▎        | 67/519 [00:34<02:59,  2.52it/s]
       4/80      0.94G      1.236      2.003      1.109      1.416         11        640:  13%|█▎        | 67/519 [00:34<02:59,  2.52it/s]
       4/80      0.94G      1.236      2.003      1.109      1.416         11        640:  13%|█▎        | 68/519 [00:34<02:32,  2.96it/s]
       4/80      0.94G      1.234          2      1.111      1.414          9        640:  13%|█▎        | 68/519 [00:35<02:32,  2.96it/s]
       4/80      0.94G      1.234          2      1.111      1.414          9        640:  13%|█▎        | 69/519 [00:35<04:39,  1.61it/s]
       4/80      0.94G      1.226      1.994      1.107      1.409          8        640:  13%|█▎        | 69/519 [00:36<04:39,  1.61it/s]
       4/80      0.94G      1.226      1.994      1.107      1.409          8        640:  13%|█▎        | 70/519 [00:36<03:50,  1.95it/s]
       4/80      0.94G      1.224      1.995      1.106       1.41          9        640:  13%|█▎        | 70/519 [00:36<03:50,  1.95it/s]
       4/80      0.94G      1.224      1.995      1.106       1.41          9        640:  14%|█▎        | 71/519 [00:36<03:07,  2.39it/s]
       4/80      0.94G      1.233      2.013      1.117      1.416          5        640:  14%|█▎        | 71/519 [00:36<03:07,  2.39it/s]
       4/80      0.94G      1.233      2.013      1.117      1.416          5        640:  14%|█▍        | 72/519 [00:36<02:58,  2.50it/s]
       4/80      0.94G      1.234      2.012      1.119      1.416         11        640:  14%|█▍        | 72/519 [00:37<02:58,  2.50it/s]
       4/80      0.94G      1.234      2.012      1.119      1.416         11        640:  14%|█▍        | 73/519 [00:37<03:43,  1.99it/s]
       4/80      0.94G      1.233      2.005      1.118       1.42          8        640:  14%|█▍        | 73/519 [00:37<03:43,  1.99it/s]
       4/80      0.94G      1.233      2.005      1.118       1.42          8        640:  14%|█▍        | 74/519 [00:37<03:03,  2.43it/s]
       4/80      0.94G      1.233      2.004      1.119       1.42          6        640:  14%|█▍        | 74/519 [00:37<03:03,  2.43it/s]
       4/80      0.94G      1.233      2.004      1.119       1.42          6        640:  14%|█▍        | 75/519 [00:37<02:36,  2.84it/s]
       4/80      0.94G      1.233      1.997      1.116      1.424          8        640:  14%|█▍        | 75/519 [00:38<02:36,  2.84it/s]
       4/80      0.94G      1.233      1.997      1.116      1.424          8        640:  15%|█▍        | 76/519 [00:38<02:17,  3.23it/s]
       4/80      0.94G      1.231      1.999      1.114      1.422          8        640:  15%|█▍        | 76/519 [00:39<02:17,  3.23it/s]
       4/80      0.94G      1.231      1.999      1.114      1.422          8        640:  15%|█▍        | 77/519 [00:39<04:27,  1.65it/s]
       4/80      0.94G      1.228      1.994      1.111      1.419          8        640:  15%|█▍        | 77/519 [00:39<04:27,  1.65it/s]
       4/80      0.94G      1.228      1.994      1.111      1.419          8        640:  15%|█▌        | 78/519 [00:39<03:35,  2.04it/s]
       4/80      0.94G      1.229      1.999       1.11      1.419          9        640:  15%|█▌        | 78/519 [00:39<03:35,  2.04it/s]
       4/80      0.94G      1.229      1.999       1.11      1.419          9        640:  15%|█▌        | 79/519 [00:39<02:57,  2.48it/s]
       4/80      0.94G      1.225      1.993      1.107      1.416          7        640:  15%|█▌        | 79/519 [00:40<02:57,  2.48it/s]
       4/80      0.94G      1.225      1.993      1.107      1.416          7        640:  15%|█▌        | 80/519 [00:40<02:32,  2.87it/s]
       4/80      0.94G      1.229      1.997      1.111      1.415          8        640:  15%|█▌        | 80/519 [00:41<02:32,  2.87it/s]
       4/80      0.94G      1.229      1.997      1.111      1.415          8        640:  16%|█▌        | 81/519 [00:41<03:55,  1.86it/s]
       4/80      0.94G      1.229      1.993      1.111      1.417         12        640:  16%|█▌        | 81/519 [00:41<03:55,  1.86it/s]
       4/80      0.94G      1.229      1.993      1.111      1.417         12        640:  16%|█▌        | 82/519 [00:41<03:18,  2.20it/s]
       4/80      0.94G      1.229      1.991       1.11      1.416         10        640:  16%|█▌        | 82/519 [00:41<03:18,  2.20it/s]
       4/80      0.94G      1.229      1.991       1.11      1.416         10        640:  16%|█▌        | 83/519 [00:41<02:46,  2.61it/s]
       4/80      0.94G      1.231       1.99      1.115      1.419          8        640:  16%|█▌        | 83/519 [00:41<02:46,  2.61it/s]
       4/80      0.94G      1.231       1.99      1.115      1.419          8        640:  16%|█▌        | 84/519 [00:41<02:16,  3.19it/s]
       4/80      0.94G      1.234      1.995      1.115      1.425          7        640:  16%|█▌        | 84/519 [00:42<02:16,  3.19it/s]
       4/80      0.94G      1.234      1.995      1.115      1.425          7        640:  16%|█▋        | 85/519 [00:42<03:39,  1.98it/s]
       4/80      0.94G      1.231       1.99      1.113      1.422         12        640:  16%|█▋        | 85/519 [00:42<03:39,  1.98it/s]
       4/80      0.94G      1.231       1.99      1.113      1.422         12        640:  17%|█▋        | 86/519 [00:42<03:07,  2.31it/s]
       4/80      0.94G       1.23      1.983      1.112      1.422          6        640:  17%|█▋        | 86/519 [00:43<03:07,  2.31it/s]
       4/80      0.94G       1.23      1.983      1.112      1.422          6        640:  17%|█▋        | 87/519 [00:43<02:41,  2.67it/s]
       4/80      0.94G      1.227      1.981      1.109       1.42         10        640:  17%|█▋        | 87/519 [00:43<02:41,  2.67it/s]
       4/80      0.94G      1.227      1.981      1.109       1.42         10        640:  17%|█▋        | 88/519 [00:43<02:36,  2.76it/s]
       4/80      0.94G      1.226      1.978      1.108       1.42         11        640:  17%|█▋        | 88/519 [00:44<02:36,  2.76it/s]
       4/80      0.94G      1.226      1.978      1.108       1.42         11        640:  17%|█▋        | 89/519 [00:44<04:38,  1.54it/s]
       4/80      0.94G      1.227      1.975      1.107       1.42         10        640:  17%|█▋        | 89/519 [00:44<04:38,  1.54it/s]
       4/80      0.94G      1.227      1.975      1.107       1.42         10        640:  17%|█▋        | 90/519 [00:44<03:40,  1.95it/s]
       4/80      0.94G      1.224      1.974      1.106      1.416         11        640:  17%|█▋        | 90/519 [00:45<03:40,  1.95it/s]
       4/80      0.94G      1.224      1.974      1.106      1.416         11        640:  18%|█▊        | 91/519 [00:45<03:03,  2.33it/s]
       4/80      0.94G      1.223      1.976      1.105      1.415         11        640:  18%|█▊        | 91/519 [00:45<03:03,  2.33it/s]
       4/80      0.94G      1.223      1.976      1.105      1.415         11        640:  18%|█▊        | 92/519 [00:45<02:34,  2.77it/s]
       4/80      0.94G      1.224      1.976      1.107      1.416          6        640:  18%|█▊        | 92/519 [00:46<02:34,  2.77it/s]
       4/80      0.94G      1.224      1.976      1.107      1.416          6        640:  18%|█▊        | 93/519 [00:46<04:15,  1.67it/s]
       4/80      0.94G      1.226      1.977      1.111      1.415         10        640:  18%|█▊        | 93/519 [00:46<04:15,  1.67it/s]
       4/80      0.94G      1.226      1.977      1.111      1.415         10        640:  18%|█▊        | 94/519 [00:46<03:22,  2.10it/s]
       4/80      0.94G      1.228      1.986      1.114      1.415          5        640:  18%|█▊        | 94/519 [00:46<03:22,  2.10it/s]
       4/80      0.94G      1.228      1.986      1.114      1.415          5        640:  18%|█▊        | 95/519 [00:46<02:44,  2.58it/s]
       4/80      0.94G      1.229      1.985      1.115      1.417         10        640:  18%|█▊        | 95/519 [00:47<02:44,  2.58it/s]
       4/80      0.94G      1.229      1.985      1.115      1.417         10        640:  18%|█▊        | 96/519 [00:47<02:22,  2.96it/s]
       4/80      0.94G      1.229      1.984      1.114      1.417         10        640:  18%|█▊        | 96/519 [00:48<02:22,  2.96it/s]
       4/80      0.94G      1.229      1.984      1.114      1.417         10        640:  19%|█▊        | 97/519 [00:48<03:47,  1.85it/s]
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       4/80      0.94G      1.228      1.982      1.114      1.414         10        640:  19%|█▉        | 98/519 [00:48<03:10,  2.21it/s]
       4/80      0.94G      1.229      1.981      1.113      1.418          6        640:  19%|█▉        | 98/519 [00:48<03:10,  2.21it/s]
       4/80      0.94G      1.229      1.981      1.113      1.418          6        640:  19%|█▉        | 99/519 [00:48<02:34,  2.71it/s]
       4/80      0.94G      1.229      1.981      1.113      1.418         12        640:  19%|█▉        | 99/519 [00:48<02:34,  2.71it/s]
       4/80      0.94G      1.229      1.981      1.113      1.418         12        640:  19%|█▉        | 100/519 [00:48<02:24,  2.91it/s]
       4/80      0.94G      1.229      1.982      1.112      1.418         11        640:  19%|█▉        | 100/519 [00:50<02:24,  2.91it/s]
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       4/80      0.94G      1.229      1.985      1.114      1.419          9        640:  19%|█▉        | 101/519 [00:50<04:33,  1.53it/s]
       4/80      0.94G      1.229      1.985      1.114      1.419          9        640:  20%|█▉        | 102/519 [00:50<03:33,  1.96it/s]
       4/80      0.94G       1.23      1.985      1.114       1.42         10        640:  20%|█▉        | 102/519 [00:50<03:33,  1.96it/s]
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       4/80      0.94G      1.232      1.992      1.121      1.422         13        640:  20%|█▉        | 103/519 [00:50<02:53,  2.40it/s]
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       4/80      0.94G      1.233          2      1.126      1.423         12        640:  20%|██        | 106/519 [00:52<03:10,  2.17it/s]
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       4/80      0.94G      1.233      1.998      1.126      1.424          8        640:  21%|██        | 107/519 [00:52<02:36,  2.64it/s]
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       4/80      0.94G      1.234      1.999      1.125      1.422          9        640:  21%|██        | 109/519 [00:53<02:41,  2.53it/s]
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       4/80      0.94G      1.233      2.016      1.123       1.42         11        640:  21%|██▏       | 111/519 [00:53<02:08,  3.18it/s]
       4/80      0.94G      1.233      2.016      1.123       1.42         11        640:  22%|██▏       | 112/519 [00:53<01:58,  3.44it/s]
       4/80      0.94G      1.236       2.02      1.127      1.421         10        640:  22%|██▏       | 112/519 [00:54<01:58,  3.44it/s]
       4/80      0.94G      1.236       2.02      1.127      1.421         10        640:  22%|██▏       | 113/519 [00:54<02:48,  2.40it/s]
       4/80      0.94G      1.236      2.014      1.126      1.421          9        640:  22%|██▏       | 113/519 [00:54<02:48,  2.40it/s]
       4/80      0.94G      1.236      2.014      1.126      1.421          9        640:  22%|██▏       | 114/519 [00:54<02:29,  2.71it/s]
       4/80      0.94G      1.235       2.01      1.125      1.421          9        640:  22%|██▏       | 114/519 [00:55<02:29,  2.71it/s]
       4/80      0.94G      1.235       2.01      1.125      1.421          9        640:  22%|██▏       | 115/519 [00:55<02:07,  3.16it/s]
       4/80      0.94G      1.231      2.014      1.124       1.42          8        640:  22%|██▏       | 115/519 [00:55<02:07,  3.16it/s]
       4/80      0.94G      1.231      2.014      1.124       1.42          8        640:  22%|██▏       | 116/519 [00:55<02:02,  3.28it/s]
       4/80      0.94G      1.231       2.02      1.124       1.42          9        640:  22%|██▏       | 116/519 [00:56<02:02,  3.28it/s]
       4/80      0.94G      1.231       2.02      1.124       1.42          9        640:  23%|██▎       | 117/519 [00:56<03:41,  1.81it/s]
       4/80      0.94G      1.233       2.02      1.126      1.421          9        640:  23%|██▎       | 117/519 [00:56<03:41,  1.81it/s]
       4/80      0.94G      1.233       2.02      1.126      1.421          9        640:  23%|██▎       | 118/519 [00:56<02:59,  2.24it/s]
       4/80      0.94G      1.232       2.02      1.125       1.42          9        640:  23%|██▎       | 118/519 [00:56<02:59,  2.24it/s]
       4/80      0.94G      1.232       2.02      1.125       1.42          9        640:  23%|██▎       | 119/519 [00:56<02:29,  2.67it/s]
       4/80      0.94G      1.233       2.02      1.125      1.423         10        640:  23%|██▎       | 119/519 [00:57<02:29,  2.67it/s]
       4/80      0.94G      1.233       2.02      1.125      1.423         10        640:  23%|██▎       | 120/519 [00:57<02:20,  2.83it/s]
       4/80      0.94G       1.23      2.019      1.122       1.42         11        640:  23%|██▎       | 120/519 [00:58<02:20,  2.83it/s]
       4/80      0.94G       1.23      2.019      1.122       1.42         11        640:  23%|██▎       | 121/519 [00:58<03:25,  1.94it/s]
       4/80      0.94G      1.235      2.023      1.126       1.42         13        640:  23%|██▎       | 121/519 [00:58<03:25,  1.94it/s]
       4/80      0.94G      1.235      2.023      1.126       1.42         13        640:  24%|██▎       | 122/519 [00:58<02:50,  2.33it/s]
       4/80      0.94G      1.238      2.031      1.127      1.421         12        640:  24%|██▎       | 122/519 [00:58<02:50,  2.33it/s]
       4/80      0.94G      1.238      2.031      1.127      1.421         12        640:  24%|██▎       | 123/519 [00:58<02:32,  2.59it/s]
       4/80      0.94G      1.237      2.028      1.126      1.418         11        640:  24%|██▎       | 123/519 [00:58<02:32,  2.59it/s]
       4/80      0.94G      1.237      2.028      1.126      1.418         11        640:  24%|██▍       | 124/519 [00:58<02:11,  3.00it/s]
       4/80      0.94G      1.237      2.033      1.125      1.419          9        640:  24%|██▍       | 124/519 [00:59<02:11,  3.00it/s]
       4/80      0.94G      1.237      2.033      1.125      1.419          9        640:  24%|██▍       | 125/519 [00:59<03:54,  1.68it/s]
       4/80      0.94G      1.238      2.034      1.127      1.421         11        640:  24%|██▍       | 125/519 [01:00<03:54,  1.68it/s]
       4/80      0.94G      1.238      2.034      1.127      1.421         11        640:  24%|██▍       | 126/519 [01:00<03:13,  2.03it/s]
       4/80      0.94G      1.237      2.034      1.126      1.421          9        640:  24%|██▍       | 126/519 [01:00<03:13,  2.03it/s]
       4/80      0.94G      1.237      2.034      1.126      1.421          9        640:  24%|██▍       | 127/519 [01:00<02:41,  2.42it/s]
       4/80      0.94G      1.237      2.036      1.125       1.42          7        640:  24%|██▍       | 127/519 [01:00<02:41,  2.42it/s]
       4/80      0.94G      1.237      2.036      1.125       1.42          7        640:  25%|██▍       | 128/519 [01:00<02:19,  2.80it/s]
       4/80      0.94G      1.239      2.037      1.124      1.421          9        640:  25%|██▍       | 128/519 [01:02<02:19,  2.80it/s]
       4/80      0.94G      1.239      2.037      1.124      1.421          9        640:  25%|██▍       | 129/519 [01:02<05:11,  1.25it/s]
       4/80      0.94G      1.239      2.034      1.124      1.419          9        640:  25%|██▍       | 129/519 [01:02<05:11,  1.25it/s]
       4/80      0.94G      1.239      2.034      1.124      1.419          9        640:  25%|██▌       | 130/519 [01:02<03:58,  1.63it/s]
       4/80      0.94G      1.241      2.042      1.128       1.42         10        640:  25%|██▌       | 130/519 [01:02<03:58,  1.63it/s]
       4/80      0.94G      1.241      2.042      1.128       1.42         10        640:  25%|██▌       | 131/519 [01:02<03:09,  2.05it/s]
       4/80      0.94G      1.238      2.037      1.125      1.418          8        640:  25%|██▌       | 131/519 [01:03<03:09,  2.05it/s]
       4/80      0.94G      1.238      2.037      1.125      1.418          8        640:  25%|██▌       | 132/519 [01:03<02:42,  2.39it/s]
       4/80      0.94G      1.236      2.037      1.122      1.416          9        640:  25%|██▌       | 132/519 [01:04<02:42,  2.39it/s]
       4/80      0.94G      1.236      2.037      1.122      1.416          9        640:  26%|██▌       | 133/519 [01:04<04:38,  1.38it/s]
       4/80      0.94G      1.236      2.036      1.123      1.417         11        640:  26%|██▌       | 133/519 [01:04<04:38,  1.38it/s]
       4/80      0.94G      1.236      2.036      1.123      1.417         11        640:  26%|██▌       | 134/519 [01:04<03:34,  1.80it/s]
       4/80      0.94G      1.236       2.04      1.125      1.415         11        640:  26%|██▌       | 134/519 [01:04<03:34,  1.80it/s]
       4/80      0.94G      1.236       2.04      1.125      1.415         11        640:  26%|██▌       | 135/519 [01:04<02:52,  2.23it/s]
       4/80      0.94G      1.238      2.053      1.124      1.416         11        640:  26%|██▌       | 135/519 [01:05<02:52,  2.23it/s]
       4/80      0.94G      1.238      2.053      1.124      1.416         11        640:  26%|██▌       | 136/519 [01:05<02:34,  2.47it/s]
       4/80      0.94G      1.238      2.052      1.123      1.415         12        640:  26%|██▌       | 136/519 [01:06<02:34,  2.47it/s]
       4/80      0.94G      1.238      2.052      1.123      1.415         12        640:  26%|██▋       | 137/519 [01:06<03:52,  1.65it/s]
       4/80      0.94G      1.241       2.06      1.127      1.419          9        640:  26%|██▋       | 137/519 [01:06<03:52,  1.65it/s]
       4/80      0.94G      1.241       2.06      1.127      1.419          9        640:  27%|██▋       | 138/519 [01:06<03:08,  2.02it/s]
       4/80      0.94G       1.24      2.059      1.125      1.418         12        640:  27%|██▋       | 138/519 [01:06<03:08,  2.02it/s]
       4/80      0.94G       1.24      2.059      1.125      1.418         12        640:  27%|██▋       | 139/519 [01:06<02:38,  2.40it/s]
       4/80      0.94G      1.239      2.054      1.127      1.418          8        640:  27%|██▋       | 139/519 [01:06<02:38,  2.40it/s]
       4/80      0.94G      1.239      2.054      1.127      1.418          8        640:  27%|██▋       | 140/519 [01:06<02:15,  2.79it/s]
       4/80      0.94G       1.24      2.056      1.126      1.419         12        640:  27%|██▋       | 140/519 [01:08<02:15,  2.79it/s]
       4/80      0.94G       1.24      2.056      1.126      1.419         12        640:  27%|██▋       | 141/519 [01:08<04:15,  1.48it/s]
       4/80      0.94G      1.237      2.052      1.125      1.417         11        640:  27%|██▋       | 141/519 [01:08<04:15,  1.48it/s]
       4/80      0.94G      1.237      2.052      1.125      1.417         11        640:  27%|██▋       | 142/519 [01:08<03:25,  1.84it/s]
       4/80      0.94G      1.236      2.051      1.123      1.416          9        640:  27%|██▋       | 142/519 [01:08<03:25,  1.84it/s]
       4/80      0.94G      1.236      2.051      1.123      1.416          9        640:  28%|██▊       | 143/519 [01:08<02:49,  2.22it/s]
       4/80      0.94G      1.235      2.055      1.122      1.416         10        640:  28%|██▊       | 143/519 [01:09<02:49,  2.22it/s]
       4/80      0.94G      1.235      2.055      1.122      1.416         10        640:  28%|██▊       | 144/519 [01:09<02:27,  2.54it/s]
       4/80      0.94G      1.236      2.053      1.121      1.416          6        640:  28%|██▊       | 144/519 [01:10<02:27,  2.54it/s]
       4/80      0.94G      1.236      2.053      1.121      1.416          6        640:  28%|██▊       | 145/519 [01:10<03:29,  1.79it/s]
       4/80      0.94G      1.234      2.049      1.119      1.414         12        640:  28%|██▊       | 145/519 [01:10<03:29,  1.79it/s]
       4/80      0.94G      1.234      2.049      1.119      1.414         12        640:  28%|██▊       | 146/519 [01:10<02:59,  2.07it/s]
       4/80      0.94G      1.233      2.046      1.117      1.414          9        640:  28%|██▊       | 146/519 [01:10<02:59,  2.07it/s]
       4/80      0.94G      1.233      2.046      1.117      1.414          9        640:  28%|██▊       | 147/519 [01:10<02:27,  2.53it/s]
       4/80      0.94G      1.234      2.051      1.119      1.414         11        640:  28%|██▊       | 147/519 [01:10<02:27,  2.53it/s]
       4/80      0.94G      1.234      2.051      1.119      1.414         11        640:  29%|██▊       | 148/519 [01:10<02:06,  2.93it/s]
       4/80      0.94G      1.234      2.049      1.117      1.413         12        640:  29%|██▊       | 148/519 [01:11<02:06,  2.93it/s]
       4/80      0.94G      1.234      2.049      1.117      1.413         12        640:  29%|██▊       | 149/519 [01:11<02:49,  2.19it/s]
       4/80      0.94G      1.235      2.049      1.119      1.413          6        640:  29%|██▊       | 149/519 [01:11<02:49,  2.19it/s]
       4/80      0.94G      1.235      2.049      1.119      1.413          6        640:  29%|██▉       | 150/519 [01:11<02:26,  2.52it/s]
       4/80      0.94G      1.234      2.045       1.12      1.412          9        640:  29%|██▉       | 150/519 [01:11<02:26,  2.52it/s]
       4/80      0.94G      1.234      2.045       1.12      1.412          9        640:  29%|██▉       | 151/519 [01:11<02:06,  2.90it/s]
       4/80      0.94G      1.234      2.045      1.121      1.413         10        640:  29%|██▉       | 151/519 [01:12<02:06,  2.90it/s]
       4/80      0.94G      1.234      2.045      1.121      1.413         10        640:  29%|██▉       | 152/519 [01:12<02:08,  2.86it/s]
       4/80      0.94G      1.233      2.044       1.12      1.413         11        640:  29%|██▉       | 152/519 [01:13<02:08,  2.86it/s]
       4/80      0.94G      1.233      2.044       1.12      1.413         11        640:  29%|██▉       | 153/519 [01:13<03:52,  1.58it/s]
       4/80      0.94G      1.231      2.042       1.12      1.411          8        640:  29%|██▉       | 153/519 [01:13<03:52,  1.58it/s]
       4/80      0.94G      1.231      2.042       1.12      1.411          8        640:  30%|██▉       | 154/519 [01:13<03:12,  1.90it/s]
       4/80      0.94G      1.232      2.039      1.119      1.411         12        640:  30%|██▉       | 154/519 [01:14<03:12,  1.90it/s]
       4/80      0.94G      1.232      2.039      1.119      1.411         12        640:  30%|██▉       | 155/519 [01:14<02:43,  2.22it/s]
       4/80      0.94G      1.232      2.037      1.118       1.41         14        640:  30%|██▉       | 155/519 [01:14<02:43,  2.22it/s]
       4/80      0.94G      1.232      2.037      1.118       1.41         14        640:  30%|███       | 156/519 [01:14<02:41,  2.25it/s]
       4/80      0.94G      1.233      2.037      1.121      1.411          7        640:  30%|███       | 156/519 [01:15<02:41,  2.25it/s]
       4/80      0.94G      1.233      2.037      1.121      1.411          7        640:  30%|███       | 157/519 [01:15<03:16,  1.84it/s]
       4/80      0.94G      1.234      2.033      1.119      1.411         10        640:  30%|███       | 157/519 [01:15<03:16,  1.84it/s]
       4/80      0.94G      1.234      2.033      1.119      1.411         10        640:  30%|███       | 158/519 [01:15<02:42,  2.22it/s]
       4/80      0.94G      1.233       2.03      1.118      1.411         10        640:  30%|███       | 158/519 [01:15<02:42,  2.22it/s]
       4/80      0.94G      1.233       2.03      1.118      1.411         10        640:  31%|███       | 159/519 [01:15<02:21,  2.54it/s]
       4/80      0.94G      1.233      2.032      1.119      1.411         10        640:  31%|███       | 159/519 [01:16<02:21,  2.54it/s]
       4/80      0.94G      1.233      2.032      1.119      1.411         10        640:  31%|███       | 160/519 [01:16<02:24,  2.48it/s]
       4/80      0.94G      1.234       2.03      1.119      1.411          8        640:  31%|███       | 160/519 [01:16<02:24,  2.48it/s]
       4/80      0.94G      1.234       2.03      1.119      1.411          8        640:  31%|███       | 161/519 [01:16<02:33,  2.32it/s]
       4/80      0.94G      1.235       2.03      1.119       1.41         10        640:  31%|███       | 161/519 [01:17<02:33,  2.32it/s]
       4/80      0.94G      1.235       2.03      1.119       1.41         10        640:  31%|███       | 162/519 [01:17<02:10,  2.74it/s]
       4/80      0.94G      1.236      2.033       1.12      1.411         14        640:  31%|███       | 162/519 [01:17<02:10,  2.74it/s]
       4/80      0.94G      1.236      2.033       1.12      1.411         14        640:  31%|███▏      | 163/519 [01:17<01:55,  3.09it/s]
       4/80      0.94G      1.235       2.03      1.118      1.409         13        640:  31%|███▏      | 163/519 [01:17<01:55,  3.09it/s]
       4/80      0.94G      1.235       2.03      1.118      1.409         13        640:  32%|███▏      | 164/519 [01:17<02:33,  2.31it/s]
       4/80      0.94G      1.236      2.031      1.118      1.409         10        640:  32%|███▏      | 164/519 [01:18<02:33,  2.31it/s]
       4/80      0.94G      1.236      2.031      1.118      1.409         10        640:  32%|███▏      | 165/519 [01:18<03:08,  1.88it/s]
       4/80      0.94G      1.235      2.028      1.116      1.409          9        640:  32%|███▏      | 165/519 [01:18<03:08,  1.88it/s]
       4/80      0.94G      1.235      2.028      1.116      1.409          9        640:  32%|███▏      | 166/519 [01:18<02:38,  2.22it/s]
       4/80      0.94G      1.235      2.031      1.116      1.408         11        640:  32%|███▏      | 166/519 [01:19<02:38,  2.22it/s]
       4/80      0.94G      1.235      2.031      1.116      1.408         11        640:  32%|███▏      | 167/519 [01:19<02:11,  2.67it/s]
       4/80      0.94G      1.236      2.029      1.114       1.41          8        640:  32%|███▏      | 167/519 [01:19<02:11,  2.67it/s]
       4/80      0.94G      1.236      2.029      1.114       1.41          8        640:  32%|███▏      | 168/519 [01:19<02:36,  2.25it/s]
       4/80      0.94G      1.238       2.03      1.115       1.41         12        640:  32%|███▏      | 168/519 [01:20<02:36,  2.25it/s]
       4/80      0.94G      1.238       2.03      1.115       1.41         12        640:  33%|███▎      | 169/519 [01:20<02:28,  2.36it/s]
       4/80      0.94G       1.24      2.029      1.116       1.41          8        640:  33%|███▎      | 169/519 [01:20<02:28,  2.36it/s]
       4/80      0.94G       1.24      2.029      1.116       1.41          8        640:  33%|███▎      | 170/519 [01:20<02:08,  2.73it/s]
       4/80      0.94G      1.241      2.024      1.117       1.41          8        640:  33%|███▎      | 170/519 [01:20<02:08,  2.73it/s]
       4/80      0.94G      1.241      2.024      1.117       1.41          8        640:  33%|███▎      | 171/519 [01:20<01:53,  3.07it/s]
       4/80      0.94G       1.24      2.022      1.116       1.41         12        640:  33%|███▎      | 171/519 [01:21<01:53,  3.07it/s]
       4/80      0.94G       1.24      2.022      1.116       1.41         12        640:  33%|███▎      | 172/519 [01:21<02:01,  2.86it/s]
       4/80      0.94G      1.238       2.02      1.114      1.409         11        640:  33%|███▎      | 172/519 [01:21<02:01,  2.86it/s]
       4/80      0.94G      1.238       2.02      1.114      1.409         11        640:  33%|███▎      | 173/519 [01:21<02:49,  2.04it/s]
       4/80      0.94G      1.237      2.019      1.113      1.408         12        640:  33%|███▎      | 173/519 [01:22<02:49,  2.04it/s]
       4/80      0.94G      1.237      2.019      1.113      1.408         12        640:  34%|███▎      | 174/519 [01:22<02:22,  2.43it/s]
       4/80      0.94G      1.237      2.017      1.113      1.407          6        640:  34%|███▎      | 174/519 [01:22<02:22,  2.43it/s]
       4/80      0.94G      1.237      2.017      1.113      1.407          6        640:  34%|███▎      | 175/519 [01:22<02:11,  2.61it/s]
       4/80      0.94G      1.239       2.02      1.117       1.41         13        640:  34%|███▎      | 175/519 [01:22<02:11,  2.61it/s]
       4/80      0.94G      1.239       2.02      1.117       1.41         13        640:  34%|███▍      | 176/519 [01:22<02:07,  2.69it/s]
       4/80      0.94G      1.241       2.02      1.117       1.41          9        640:  34%|███▍      | 176/519 [01:23<02:07,  2.69it/s]
       4/80      0.94G      1.241       2.02      1.117       1.41          9        640:  34%|███▍      | 177/519 [01:23<02:46,  2.05it/s]
       4/80      0.94G      1.239      2.016      1.116      1.408         13        640:  34%|███▍      | 177/519 [01:23<02:46,  2.05it/s]
       4/80      0.94G      1.239      2.016      1.116      1.408         13        640:  34%|███▍      | 178/519 [01:23<02:27,  2.30it/s]
       4/80      0.94G      1.238      2.013      1.116      1.408         10        640:  34%|███▍      | 178/519 [01:24<02:27,  2.30it/s]
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       4/80      0.94G      1.226      1.985       1.12      1.405         11        640:  84%|████████▍ | 437/519 [03:22<00:47,  1.73it/s]
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       4/80      0.94G      1.225      1.986       1.12      1.404          8        640:  84%|████████▍ | 438/519 [03:23<00:38,  2.11it/s]
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       4/80      0.94G      1.224      1.986      1.119      1.404          7        640:  85%|████████▍ | 440/519 [03:23<00:29,  2.64it/s]
       4/80      0.94G      1.224      1.984       1.12      1.404          6        640:  85%|████████▍ | 440/519 [03:25<00:29,  2.64it/s]
       4/80      0.94G      1.224      1.984       1.12      1.404          6        640:  85%|████████▍ | 441/519 [03:25<00:55,  1.41it/s]
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       4/80      0.94G      1.224      1.982      1.119      1.403          4        640:  86%|████████▌ | 446/519 [03:27<00:44,  1.64it/s]
       4/80      0.94G      1.224      1.982      1.119      1.403          4        640:  86%|████████▌ | 447/519 [03:27<00:35,  2.05it/s]
       4/80      0.94G      1.223      1.983      1.118      1.402         12        640:  86%|████████▌ | 447/519 [03:28<00:35,  2.05it/s]
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       4/80      0.94G      1.224      1.984      1.119      1.404          7        640:  87%|████████▋ | 450/519 [03:29<00:39,  1.76it/s]
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       4/80      0.94G      1.225      1.985       1.12      1.404         11        640:  87%|████████▋ | 454/519 [03:31<00:32,  2.00it/s]
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       4/80      0.94G      1.226      1.984       1.12      1.403         13        640:  88%|████████▊ | 457/519 [03:32<00:23,  2.64it/s]
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       4/80      0.94G      1.225      1.986      1.119      1.403          7        640:  88%|████████▊ | 459/519 [03:33<00:17,  3.42it/s]
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       4/80      0.94G      1.223      1.979      1.116      1.402         10        640:  91%|█████████▏| 474/519 [03:40<00:23,  1.89it/s]
       4/80      0.94G      1.223      1.979      1.116      1.402         10        640:  92%|█████████▏| 475/519 [03:40<00:19,  2.25it/s]
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       4/80      0.94G      1.222      1.977      1.115      1.401          8        640:  92%|█████████▏| 477/519 [03:42<00:28,  1.49it/s]
       4/80      0.94G      1.223      1.977      1.116      1.401         10        640:  92%|█████████▏| 477/519 [03:42<00:28,  1.49it/s]
       4/80      0.94G      1.223      1.977      1.116      1.401         10        640:  92%|█████████▏| 478/519 [03:42<00:22,  1.85it/s]
       4/80      0.94G      1.223      1.977      1.115      1.401         10        640:  92%|█████████▏| 478/519 [03:42<00:22,  1.85it/s]
       4/80      0.94G      1.223      1.977      1.115      1.401         10        640:  92%|█████████▏| 479/519 [03:42<00:17,  2.34it/s]
       4/80      0.94G      1.222      1.977      1.115      1.401         12        640:  92%|█████████▏| 479/519 [03:42<00:17,  2.34it/s]
       4/80      0.94G      1.222      1.977      1.115      1.401         12        640:  92%|█████████▏| 480/519 [03:42<00:15,  2.58it/s]
       4/80      0.94G      1.222      1.977      1.115      1.401         12        640:  92%|█████████▏| 480/519 [03:43<00:15,  2.58it/s]
       4/80      0.94G      1.222      1.977      1.115      1.401         12        640:  93%|█████████▎| 481/519 [03:43<00:21,  1.73it/s]
       4/80      0.94G      1.222      1.977      1.115        1.4          7        640:  93%|█████████▎| 481/519 [03:43<00:21,  1.73it/s]
       4/80      0.94G      1.222      1.977      1.115        1.4          7        640:  93%|█████████▎| 482/519 [03:43<00:17,  2.11it/s]
       4/80      0.94G      1.223      1.977      1.115      1.401          9        640:  93%|█████████▎| 482/519 [03:44<00:17,  2.11it/s]
       4/80      0.94G      1.223      1.977      1.115      1.401          9        640:  93%|█████████▎| 483/519 [03:44<00:14,  2.51it/s]
       4/80      0.94G      1.222      1.976      1.115        1.4         10        640:  93%|█████████▎| 483/519 [03:44<00:14,  2.51it/s]
       4/80      0.94G      1.222      1.976      1.115        1.4         10        640:  93%|█████████▎| 484/519 [03:44<00:12,  2.88it/s]
       4/80      0.94G      1.222      1.976      1.115      1.399         10        640:  93%|█████████▎| 484/519 [03:45<00:12,  2.88it/s]
       4/80      0.94G      1.222      1.976      1.115      1.399         10        640:  93%|█████████▎| 485/519 [03:45<00:24,  1.41it/s]
       4/80      0.94G      1.222      1.975      1.114      1.399         11        640:  93%|█████████▎| 485/519 [03:46<00:24,  1.41it/s]
       4/80      0.94G      1.222      1.975      1.114      1.399         11        640:  94%|█████████▎| 486/519 [03:46<00:18,  1.82it/s]
       4/80      0.94G      1.221      1.975      1.115      1.399         11        640:  94%|█████████▎| 486/519 [03:46<00:18,  1.82it/s]
       4/80      0.94G      1.221      1.975      1.115      1.399         11        640:  94%|█████████▍| 487/519 [03:46<00:14,  2.28it/s]
       4/80      0.94G      1.221      1.975      1.114      1.398         15        640:  94%|█████████▍| 487/519 [03:46<00:14,  2.28it/s]
       4/80      0.94G      1.221      1.975      1.114      1.398         15        640:  94%|█████████▍| 488/519 [03:46<00:12,  2.41it/s]
       4/80      0.94G      1.221      1.977      1.114      1.399          8        640:  94%|█████████▍| 488/519 [03:47<00:12,  2.41it/s]
       4/80      0.94G      1.221      1.977      1.114      1.399          8        640:  94%|█████████▍| 489/519 [03:47<00:18,  1.66it/s]
       4/80      0.94G      1.222      1.976      1.115      1.398         11        640:  94%|█████████▍| 489/519 [03:47<00:18,  1.66it/s]
       4/80      0.94G      1.222      1.976      1.115      1.398         11        640:  94%|█████████▍| 490/519 [03:47<00:13,  2.07it/s]
       4/80      0.94G      1.221      1.975      1.115      1.398          9        640:  94%|█████████▍| 490/519 [03:48<00:13,  2.07it/s]
       4/80      0.94G      1.221      1.975      1.115      1.398          9        640:  95%|█████████▍| 491/519 [03:48<00:11,  2.41it/s]
       4/80      0.94G      1.222      1.976      1.114      1.398         13        640:  95%|█████████▍| 491/519 [03:48<00:11,  2.41it/s]
       4/80      0.94G      1.222      1.976      1.114      1.398         13        640:  95%|█████████▍| 492/519 [03:48<00:09,  2.88it/s]
       4/80      0.94G      1.222      1.978      1.114      1.399          9        640:  95%|█████████▍| 492/519 [03:49<00:09,  2.88it/s]
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       4/80      0.94G      1.221      1.979      1.114      1.399         10        640:  95%|█████████▍| 493/519 [03:49<00:15,  1.68it/s]
       4/80      0.94G      1.221      1.979      1.114      1.399         10        640:  95%|█████████▌| 494/519 [03:49<00:12,  2.01it/s]
       4/80      0.94G      1.222      1.981      1.115      1.399          7        640:  95%|█████████▌| 494/519 [03:50<00:12,  2.01it/s]
       4/80      0.94G      1.222      1.981      1.115      1.399          7        640:  95%|█████████▌| 495/519 [03:50<00:10,  2.34it/s]
       4/80      0.94G      1.222      1.985      1.115      1.399          8        640:  95%|█████████▌| 495/519 [03:50<00:10,  2.34it/s]
       4/80      0.94G      1.222      1.985      1.115      1.399          8        640:  96%|█████████▌| 496/519 [03:50<00:08,  2.67it/s]
       4/80      0.94G      1.222      1.985      1.114      1.399          8        640:  96%|█████████▌| 496/519 [03:51<00:08,  2.67it/s]
       4/80      0.94G      1.222      1.985      1.114      1.399          8        640:  96%|█████████▌| 497/519 [03:51<00:14,  1.55it/s]
       4/80      0.94G      1.222      1.984      1.114      1.399          7        640:  96%|█████████▌| 497/519 [03:51<00:14,  1.55it/s]
       4/80      0.94G      1.222      1.984      1.114      1.399          7        640:  96%|█████████▌| 498/519 [03:51<00:10,  1.93it/s]
       4/80      0.94G      1.221      1.985      1.114      1.399          6        640:  96%|█████████▌| 498/519 [03:51<00:10,  1.93it/s]
       4/80      0.94G      1.221      1.985      1.114      1.399          6        640:  96%|█████████▌| 499/519 [03:51<00:08,  2.40it/s]
       4/80      0.94G      1.222      1.985      1.114      1.399         11        640:  96%|█████████▌| 499/519 [03:52<00:08,  2.40it/s]
       4/80      0.94G      1.222      1.985      1.114      1.399         11        640:  96%|█████████▋| 500/519 [03:52<00:06,  2.78it/s]
       4/80      0.94G      1.221      1.985      1.114      1.399          9        640:  96%|█████████▋| 500/519 [03:53<00:06,  2.78it/s]
       4/80      0.94G      1.221      1.985      1.114      1.399          9        640:  97%|█████████▋| 501/519 [03:53<00:09,  1.96it/s]
       4/80      0.94G      1.221      1.985      1.114      1.399          7        640:  97%|█████████▋| 501/519 [03:53<00:09,  1.96it/s]
       4/80      0.94G      1.221      1.985      1.114      1.399          7        640:  97%|█████████▋| 502/519 [03:53<00:07,  2.33it/s]
       4/80      0.94G      1.221      1.985      1.114      1.399         13        640:  97%|█████████▋| 502/519 [03:53<00:07,  2.33it/s]
       4/80      0.94G      1.221      1.985      1.114      1.399         13        640:  97%|█████████▋| 503/519 [03:53<00:06,  2.61it/s]
       4/80      0.94G      1.221      1.985      1.114      1.399          8        640:  97%|█████████▋| 503/519 [03:53<00:06,  2.61it/s]
       4/80      0.94G      1.221      1.985      1.114      1.399          8        640:  97%|█████████▋| 504/519 [03:53<00:05,  2.88it/s]
       4/80      0.94G       1.22      1.985      1.114      1.399          9        640:  97%|█████████▋| 504/519 [03:54<00:05,  2.88it/s]
       4/80      0.94G       1.22      1.985      1.114      1.399          9        640:  97%|█████████▋| 505/519 [03:54<00:06,  2.01it/s]
       4/80      0.94G      1.222      1.988      1.115        1.4         10        640:  97%|█████████▋| 505/519 [03:54<00:06,  2.01it/s]
       4/80      0.94G      1.222      1.988      1.115        1.4         10        640:  97%|█████████▋| 506/519 [03:54<00:05,  2.40it/s]
       4/80      0.94G      1.224      1.989      1.115      1.402          7        640:  97%|█████████▋| 506/519 [03:55<00:05,  2.40it/s]
       4/80      0.94G      1.224      1.989      1.115      1.402          7        640:  98%|█████████▊| 507/519 [03:55<00:04,  2.82it/s]
       4/80      0.94G      1.223      1.988      1.114      1.401         12        640:  98%|█████████▊| 507/519 [03:55<00:04,  2.82it/s]
       4/80      0.94G      1.223      1.988      1.114      1.401         12        640:  98%|█████████▊| 508/519 [03:55<00:03,  3.18it/s]
       4/80      0.94G      1.223      1.987      1.114      1.401         14        640:  98%|█████████▊| 508/519 [03:56<00:03,  3.18it/s]
       4/80      0.94G      1.223      1.987      1.114      1.401         14        640:  98%|█████████▊| 509/519 [03:56<00:05,  1.71it/s]
       4/80      0.94G      1.223      1.987      1.114        1.4         12        640:  98%|█████████▊| 509/519 [03:56<00:05,  1.71it/s]
       4/80      0.94G      1.223      1.987      1.114        1.4         12        640:  98%|█████████▊| 510/519 [03:56<00:04,  2.09it/s]
       4/80      0.94G      1.223      1.987      1.114      1.401          7        640:  98%|█████████▊| 510/519 [03:57<00:04,  2.09it/s]
       4/80      0.94G      1.223      1.987      1.114      1.401          7        640:  98%|█████████▊| 511/519 [03:57<00:03,  2.49it/s]
       4/80      0.94G      1.222      1.986      1.114        1.4          7        640:  98%|█████████▊| 511/519 [03:57<00:03,  2.49it/s]
       4/80      0.94G      1.222      1.986      1.114        1.4          7        640:  99%|█████████▊| 512/519 [03:57<00:02,  2.87it/s]
       4/80      0.94G      1.222      1.987      1.114        1.4         12        640:  99%|█████████▊| 512/519 [03:58<00:02,  2.87it/s]
       4/80      0.94G      1.222      1.987      1.114        1.4         12        640:  99%|█████████▉| 513/519 [03:58<00:03,  1.81it/s]
       4/80      0.94G      1.222      1.987      1.115      1.401          5        640:  99%|█████████▉| 513/519 [03:58<00:03,  1.81it/s]
       4/80      0.94G      1.222      1.987      1.115      1.401          5        640:  99%|█████████▉| 514/519 [03:58<00:02,  2.31it/s]
       4/80      0.94G      1.223      1.989      1.115      1.401         10        640:  99%|█████████▉| 514/519 [03:58<00:02,  2.31it/s]
       4/80      0.94G      1.223      1.989      1.115      1.401         10        640:  99%|█████████▉| 515/519 [03:58<00:01,  2.79it/s]
       4/80      0.94G      1.223      1.989      1.115      1.401          7        640:  99%|█████████▉| 515/519 [03:58<00:01,  2.79it/s]
       4/80      0.94G      1.223      1.989      1.115      1.401          7        640:  99%|█████████▉| 516/519 [03:58<00:00,  3.28it/s]
       4/80      0.94G      1.222      1.989      1.115      1.401          8        640:  99%|█████████▉| 516/519 [03:59<00:00,  3.28it/s]
       4/80      0.94G      1.222      1.989      1.115      1.401          8        640: 100%|█████████▉| 517/519 [03:59<00:00,  2.50it/s]
       4/80      0.94G      1.222      1.988      1.114      1.401          7        640: 100%|█████████▉| 517/519 [03:59<00:00,  2.50it/s]
       4/80      0.94G      1.221      1.988      1.115      1.401          8        640: 100%|█████████▉| 517/519 [03:59<00:00,  2.50it/s]
       4/80      0.94G      1.221      1.988      1.115      1.401          8        640: 100%|██████████| 519/519 [03:59<00:00,  4.06it/s]
       4/80      0.94G      1.221      1.988      1.115      1.401          8        640: 100%|██████████| 519/519 [03:59<00:00,  2.17it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:37,  6.21s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:54,  2.77s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:06<01:42,  1.66s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:07,  1.10s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:07<00:33,  1.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:07<00:20,  2.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:08<00:24,  2.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:08<00:25,  2.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:09<00:29,  1.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:10<00:28,  1.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:10<00:29,  1.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:11<00:28,  1.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:11<00:28,  1.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:12<00:27,  1.81it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:27,  1.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:13<00:27,  1.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:26,  1.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:14<00:27,  1.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:15<00:27,  1.59it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:27,  1.56it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:16<00:27,  1.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:24,  1.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:21,  1.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:17<00:16,  2.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:13,  2.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:10,  3.51it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:08,  4.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:07,  4.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.39it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  5.82it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:18<00:05,  6.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.47it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:04,  6.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:19<00:03,  6.44it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:04,  5.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  5.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.44it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:20<00:03,  6.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.39it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.59it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  7.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:21<00:01,  8.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:21<00:01,  8.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:22<00:00,  9.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:22<00:00, 10.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.80it/s]
-                   all        519        519      0.835      0.832      0.891      0.582      0.826       0.83      0.888      0.563
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
       5/80      0.94G     0.7709      1.213      1.103      1.177          6        640:   0%|          | 0/519 [00:03<?, ?it/s]
       5/80      0.94G     0.7709      1.213      1.103      1.177          6        640:   0%|          | 1/519 [00:03<31:13,  3.62s/it]
       5/80      0.94G      0.977      1.577      1.077      1.263         11        640:   0%|          | 1/519 [00:03<31:13,  3.62s/it]
       5/80      0.94G      0.977      1.577      1.077      1.263         11        640:   0%|          | 2/519 [00:03<14:16,  1.66s/it]
       5/80      0.94G      1.094      2.114      1.059      1.317          9        640:   0%|          | 2/519 [00:04<14:16,  1.66s/it]
       5/80      0.94G      1.094      2.114      1.059      1.317          9        640:   1%|          | 3/519 [00:04<08:36,  1.00s/it]
       5/80      0.94G      1.246      2.109      1.183      1.382         10        640:   1%|          | 3/519 [00:04<08:36,  1.00s/it]
       5/80      0.94G      1.246      2.109      1.183      1.382         10        640:   1%|          | 4/519 [00:04<05:55,  1.45it/s]
       5/80      0.94G        1.3      2.522       1.18      1.447          6        640:   1%|          | 4/519 [00:04<05:55,  1.45it/s]
       5/80      0.94G        1.3      2.522       1.18      1.447          6        640:   1%|          | 5/519 [00:04<05:01,  1.70it/s]
       5/80      0.94G      1.363      2.676      1.183      1.553          9        640:   1%|          | 5/519 [00:04<05:01,  1.70it/s]
       5/80      0.94G      1.363      2.676      1.183      1.553          9        640:   1%|          | 6/519 [00:04<03:59,  2.15it/s]
       5/80      0.94G      1.332      2.573      1.192      1.546         11        640:   1%|          | 6/519 [00:05<03:59,  2.15it/s]
       5/80      0.94G      1.332      2.573      1.192      1.546         11        640:   1%|▏         | 7/519 [00:05<03:21,  2.54it/s]
       5/80      0.94G       1.35       2.75      1.217      1.604          6        640:   1%|▏         | 7/519 [00:05<03:21,  2.54it/s]
       5/80      0.94G       1.35       2.75      1.217      1.604          6        640:   2%|▏         | 8/519 [00:05<03:42,  2.30it/s]
       5/80      0.94G      1.354      2.633      1.209      1.578         13        640:   2%|▏         | 8/519 [00:06<03:42,  2.30it/s]
       5/80      0.94G      1.354      2.633      1.209      1.578         13        640:   2%|▏         | 9/519 [00:06<05:33,  1.53it/s]
       5/80      0.94G      1.313      2.575      1.225      1.535         13        640:   2%|▏         | 9/519 [00:07<05:33,  1.53it/s]
       5/80      0.94G      1.313      2.575      1.225      1.535         13        640:   2%|▏         | 10/519 [00:07<04:31,  1.88it/s]
       5/80      0.94G      1.306        2.6      1.262      1.534          7        640:   2%|▏         | 10/519 [00:07<04:31,  1.88it/s]
       5/80      0.94G      1.306        2.6      1.262      1.534          7        640:   2%|▏         | 11/519 [00:07<03:41,  2.30it/s]
       5/80      0.94G      1.283      2.584      1.234      1.512         11        640:   2%|▏         | 11/519 [00:07<03:41,  2.30it/s]
       5/80      0.94G      1.283      2.584      1.234      1.512         11        640:   2%|▏         | 12/519 [00:07<03:08,  2.68it/s]
       5/80      0.94G      1.301      2.562      1.226      1.511         12        640:   2%|▏         | 12/519 [00:08<03:08,  2.68it/s]
       5/80      0.94G      1.301      2.562      1.226      1.511         12        640:   3%|▎         | 13/519 [00:08<05:40,  1.49it/s]
       5/80      0.94G      1.285      2.552       1.21      1.492         13        640:   3%|▎         | 13/519 [00:09<05:40,  1.49it/s]
       5/80      0.94G      1.285      2.552       1.21      1.492         13        640:   3%|▎         | 14/519 [00:09<04:29,  1.87it/s]
       5/80      0.94G      1.298      2.478      1.208      1.508          7        640:   3%|▎         | 14/519 [00:09<04:29,  1.87it/s]
       5/80      0.94G      1.298      2.478      1.208      1.508          7        640:   3%|▎         | 15/519 [00:09<03:47,  2.22it/s]
       5/80      0.94G      1.299      2.485      1.221       1.51         10        640:   3%|▎         | 15/519 [00:09<03:47,  2.22it/s]
       5/80      0.94G      1.299      2.485      1.221       1.51         10        640:   3%|▎         | 16/519 [00:09<03:21,  2.50it/s]
       5/80      0.94G      1.312      2.474      1.213      1.519         13        640:   3%|▎         | 16/519 [00:11<03:21,  2.50it/s]
       5/80      0.94G      1.312      2.474      1.213      1.519         13        640:   3%|▎         | 17/519 [00:11<05:56,  1.41it/s]
       5/80      0.94G      1.317      2.462      1.203      1.506         12        640:   3%|▎         | 17/519 [00:11<05:56,  1.41it/s]
       5/80      0.94G      1.317      2.462      1.203      1.506         12        640:   3%|▎         | 18/519 [00:11<04:47,  1.75it/s]
       5/80      0.94G      1.297      2.431        1.2      1.494          7        640:   3%|▎         | 18/519 [00:11<04:47,  1.75it/s]
       5/80      0.94G      1.297      2.431        1.2      1.494          7        640:   4%|▎         | 19/519 [00:11<04:00,  2.08it/s]
       5/80      0.94G      1.283      2.391       1.19      1.481         12        640:   4%|▎         | 19/519 [00:11<04:00,  2.08it/s]
       5/80      0.94G      1.283      2.391       1.19      1.481         12        640:   4%|▍         | 20/519 [00:11<03:23,  2.45it/s]
       5/80      0.94G       1.27      2.343      1.173       1.47         12        640:   4%|▍         | 20/519 [00:13<03:23,  2.45it/s]
       5/80      0.94G       1.27      2.343      1.173       1.47         12        640:   4%|▍         | 21/519 [00:13<05:20,  1.55it/s]
       5/80      0.94G      1.264      2.316      1.167      1.479          8        640:   4%|▍         | 21/519 [00:13<05:20,  1.55it/s]
       5/80      0.94G      1.264      2.316      1.167      1.479          8        640:   4%|▍         | 22/519 [00:13<04:13,  1.96it/s]
       5/80      0.94G      1.272      2.315      1.178      1.481         16        640:   4%|▍         | 22/519 [00:13<04:13,  1.96it/s]
       5/80      0.94G      1.272      2.315      1.178      1.481         16        640:   4%|▍         | 23/519 [00:13<03:35,  2.30it/s]
       5/80      0.94G      1.301      2.362      1.191      1.507          7        640:   4%|▍         | 23/519 [00:13<03:35,  2.30it/s]
       5/80      0.94G      1.301      2.362      1.191      1.507          7        640:   5%|▍         | 24/519 [00:13<03:05,  2.67it/s]
       5/80      0.94G      1.288      2.329      1.185      1.507          7        640:   5%|▍         | 24/519 [00:15<03:05,  2.67it/s]
       5/80      0.94G      1.288      2.329      1.185      1.507          7        640:   5%|▍         | 25/519 [00:15<05:40,  1.45it/s]
       5/80      0.94G      1.275        2.3      1.174      1.492         10        640:   5%|▍         | 25/519 [00:15<05:40,  1.45it/s]
       5/80      0.94G      1.275        2.3      1.174      1.492         10        640:   5%|▌         | 26/519 [00:15<04:22,  1.88it/s]
       5/80      0.94G      1.292      2.301      1.194      1.501         11        640:   5%|▌         | 26/519 [00:15<04:22,  1.88it/s]
       5/80      0.94G      1.292      2.301      1.194      1.501         11        640:   5%|▌         | 27/519 [00:15<03:33,  2.30it/s]
       5/80      0.94G      1.275      2.266      1.195      1.492          6        640:   5%|▌         | 27/519 [00:15<03:33,  2.30it/s]
       5/80      0.94G      1.275      2.266      1.195      1.492          6        640:   5%|▌         | 28/519 [00:15<03:07,  2.62it/s]
       5/80      0.94G      1.282      2.264      1.201        1.5         10        640:   5%|▌         | 28/519 [00:17<03:07,  2.62it/s]
       5/80      0.94G      1.282      2.264      1.201        1.5         10        640:   6%|▌         | 29/519 [00:17<05:15,  1.56it/s]
       5/80      0.94G       1.29      2.263      1.211        1.5         13        640:   6%|▌         | 29/519 [00:17<05:15,  1.56it/s]
       5/80      0.94G       1.29      2.263      1.211        1.5         13        640:   6%|▌         | 30/519 [00:17<04:06,  1.99it/s]
       5/80      0.94G      1.292      2.244      1.216      1.504          9        640:   6%|▌         | 30/519 [00:17<04:06,  1.99it/s]
       5/80      0.94G      1.292      2.244      1.216      1.504          9        640:   6%|▌         | 31/519 [00:17<03:22,  2.41it/s]
       5/80      0.94G      1.288      2.233      1.217        1.5         10        640:   6%|▌         | 31/519 [00:17<03:22,  2.41it/s]
       5/80      0.94G      1.288      2.233      1.217        1.5         10        640:   6%|▌         | 32/519 [00:17<02:50,  2.85it/s]
       5/80      0.94G      1.297      2.235      1.224      1.498         11        640:   6%|▌         | 32/519 [00:18<02:50,  2.85it/s]
       5/80      0.94G      1.297      2.235      1.224      1.498         11        640:   6%|▋         | 33/519 [00:18<04:35,  1.76it/s]
       5/80      0.94G      1.305      2.243      1.231      1.502         10        640:   6%|▋         | 33/519 [00:19<04:35,  1.76it/s]
       5/80      0.94G      1.305      2.243      1.231      1.502         10        640:   7%|▋         | 34/519 [00:19<03:58,  2.04it/s]
       5/80      0.94G      1.306      2.248       1.23      1.498         10        640:   7%|▋         | 34/519 [00:19<03:58,  2.04it/s]
       5/80      0.94G      1.306      2.248       1.23      1.498         10        640:   7%|▋         | 35/519 [00:19<03:12,  2.52it/s]
       5/80      0.94G       1.32      2.262      1.233       1.51         10        640:   7%|▋         | 35/519 [00:19<03:12,  2.52it/s]
       5/80      0.94G       1.32      2.262      1.233       1.51         10        640:   7%|▋         | 36/519 [00:19<02:48,  2.87it/s]
       5/80      0.94G      1.322      2.256      1.226      1.508         12        640:   7%|▋         | 36/519 [00:20<02:48,  2.87it/s]
       5/80      0.94G      1.322      2.256      1.226      1.508         12        640:   7%|▋         | 37/519 [00:20<03:23,  2.37it/s]
       5/80      0.94G      1.319      2.267      1.222      1.503         12        640:   7%|▋         | 37/519 [00:20<03:23,  2.37it/s]
       5/80      0.94G      1.319      2.267      1.222      1.503         12        640:   7%|▋         | 38/519 [00:20<03:02,  2.64it/s]
       5/80      0.94G      1.309      2.257      1.218      1.493         11        640:   7%|▋         | 38/519 [00:20<03:02,  2.64it/s]
       5/80      0.94G      1.309      2.257      1.218      1.493         11        640:   8%|▊         | 39/519 [00:20<02:34,  3.11it/s]
       5/80      0.94G      1.313      2.251      1.227      1.494         10        640:   8%|▊         | 39/519 [00:20<02:34,  3.11it/s]
       5/80      0.94G      1.313      2.251      1.227      1.494         10        640:   8%|▊         | 40/519 [00:20<02:21,  3.39it/s]
       5/80      0.94G      1.318      2.243      1.229      1.497         10        640:   8%|▊         | 40/519 [00:21<02:21,  3.39it/s]
       5/80      0.94G      1.318      2.243      1.229      1.497         10        640:   8%|▊         | 41/519 [00:21<03:11,  2.49it/s]
       5/80      0.94G      1.315      2.243      1.225      1.495         12        640:   8%|▊         | 41/519 [00:21<03:11,  2.49it/s]
       5/80      0.94G      1.315      2.243      1.225      1.495         12        640:   8%|▊         | 42/519 [00:21<02:47,  2.85it/s]
       5/80      0.94G       1.32      2.243      1.233      1.504          8        640:   8%|▊         | 42/519 [00:21<02:47,  2.85it/s]
       5/80      0.94G       1.32      2.243      1.233      1.504          8        640:   8%|▊         | 43/519 [00:21<02:29,  3.18it/s]
       5/80      0.94G      1.323      2.239      1.231        1.5         11        640:   8%|▊         | 43/519 [00:22<02:29,  3.18it/s]
       5/80      0.94G      1.323      2.239      1.231        1.5         11        640:   8%|▊         | 44/519 [00:22<02:22,  3.34it/s]
       5/80      0.94G      1.319      2.229      1.229      1.496          9        640:   8%|▊         | 44/519 [00:23<02:22,  3.34it/s]
       5/80      0.94G      1.319      2.229      1.229      1.496          9        640:   9%|▊         | 45/519 [00:23<03:59,  1.98it/s]
       5/80      0.94G      1.313      2.219      1.225      1.491         11        640:   9%|▊         | 45/519 [00:23<03:59,  1.98it/s]
       5/80      0.94G      1.313      2.219      1.225      1.491         11        640:   9%|▉         | 46/519 [00:23<04:28,  1.76it/s]
       5/80      0.94G      1.306      2.211       1.22      1.486         11        640:   9%|▉         | 46/519 [00:24<04:28,  1.76it/s]
       5/80      0.94G      1.306      2.211       1.22      1.486         11        640:   9%|▉         | 47/519 [00:24<03:42,  2.12it/s]
       5/80      0.94G      1.302      2.203      1.216       1.48         12        640:   9%|▉         | 47/519 [00:24<03:42,  2.12it/s]
       5/80      0.94G      1.302      2.203      1.216       1.48         12        640:   9%|▉         | 48/519 [00:24<03:05,  2.54it/s]
       5/80      0.94G      1.304      2.192      1.218      1.483         10        640:   9%|▉         | 48/519 [00:24<03:05,  2.54it/s]
       5/80      0.94G      1.304      2.192      1.218      1.483         10        640:   9%|▉         | 49/519 [00:24<03:36,  2.18it/s]
       5/80      0.94G        1.3      2.181       1.21      1.479         12        640:   9%|▉         | 49/519 [00:25<03:36,  2.18it/s]
       5/80      0.94G        1.3      2.181       1.21      1.479         12        640:  10%|▉         | 50/519 [00:25<04:31,  1.73it/s]
       5/80      0.94G      1.301      2.177      1.211      1.482          9        640:  10%|▉         | 50/519 [00:25<04:31,  1.73it/s]
       5/80      0.94G      1.301      2.177      1.211      1.482          9        640:  10%|▉         | 51/519 [00:25<03:37,  2.15it/s]
       5/80      0.94G      1.294       2.16      1.205      1.477         11        640:  10%|▉         | 51/519 [00:26<03:37,  2.15it/s]
       5/80      0.94G      1.294       2.16      1.205      1.477         11        640:  10%|█         | 52/519 [00:26<03:10,  2.45it/s]
       5/80      0.94G      1.286      2.151      1.203      1.472         11        640:  10%|█         | 52/519 [00:26<03:10,  2.45it/s]
       5/80      0.94G      1.286      2.151      1.203      1.472         11        640:  10%|█         | 53/519 [00:26<03:28,  2.23it/s]
       5/80      0.94G      1.284      2.149      1.195      1.469          9        640:  10%|█         | 53/519 [00:27<03:28,  2.23it/s]
       5/80      0.94G      1.284      2.149      1.195      1.469          9        640:  10%|█         | 54/519 [00:27<03:09,  2.45it/s]
       5/80      0.94G      1.282      2.137      1.196      1.465          7        640:  10%|█         | 54/519 [00:27<03:09,  2.45it/s]
       5/80      0.94G      1.282      2.137      1.196      1.465          7        640:  11%|█         | 55/519 [00:27<03:00,  2.57it/s]
       5/80      0.94G      1.281      2.143      1.192      1.462         13        640:  11%|█         | 55/519 [00:27<03:00,  2.57it/s]
       5/80      0.94G      1.281      2.143      1.192      1.462         13        640:  11%|█         | 56/519 [00:27<02:40,  2.89it/s]
       5/80      0.94G       1.29      2.149      1.193      1.466         12        640:  11%|█         | 56/519 [00:29<02:40,  2.89it/s]
       5/80      0.94G       1.29      2.149      1.193      1.466         12        640:  11%|█         | 57/519 [00:29<05:08,  1.50it/s]
       5/80      0.94G       1.29      2.149       1.19      1.466          9        640:  11%|█         | 57/519 [00:29<05:08,  1.50it/s]
       5/80      0.94G       1.29      2.149       1.19      1.466          9        640:  11%|█         | 58/519 [00:29<04:04,  1.88it/s]
       5/80      0.94G       1.29      2.153      1.193      1.463         11        640:  11%|█         | 58/519 [00:29<04:04,  1.88it/s]
       5/80      0.94G       1.29      2.153      1.193      1.463         11        640:  11%|█▏        | 59/519 [00:29<03:25,  2.24it/s]
       5/80      0.94G      1.284      2.146      1.192      1.459          8        640:  11%|█▏        | 59/519 [00:29<03:25,  2.24it/s]
       5/80      0.94G      1.284      2.146      1.192      1.459          8        640:  12%|█▏        | 60/519 [00:29<02:47,  2.74it/s]
       5/80      0.94G      1.278      2.134      1.189      1.454          9        640:  12%|█▏        | 60/519 [00:30<02:47,  2.74it/s]
       5/80      0.94G      1.278      2.134      1.189      1.454          9        640:  12%|█▏        | 61/519 [00:30<03:03,  2.49it/s]
       5/80      0.94G      1.272      2.125      1.187      1.453          6        640:  12%|█▏        | 61/519 [00:30<03:03,  2.49it/s]
       5/80      0.94G      1.272      2.125      1.187      1.453          6        640:  12%|█▏        | 62/519 [00:30<03:41,  2.06it/s]
       5/80      0.94G      1.268      2.117      1.181      1.448         11        640:  12%|█▏        | 62/519 [00:31<03:41,  2.06it/s]
       5/80      0.94G      1.268      2.117      1.181      1.448         11        640:  12%|█▏        | 63/519 [00:31<03:46,  2.01it/s]
       5/80      0.94G      1.265      2.105      1.176      1.444         11        640:  12%|█▏        | 63/519 [00:31<03:46,  2.01it/s]
       5/80      0.94G      1.265      2.105      1.176      1.444         11        640:  12%|█▏        | 64/519 [00:31<03:09,  2.40it/s]
       5/80      0.94G      1.261      2.098      1.175      1.442         10        640:  12%|█▏        | 64/519 [00:32<03:09,  2.40it/s]
       5/80      0.94G      1.261      2.098      1.175      1.442         10        640:  13%|█▎        | 65/519 [00:32<04:56,  1.53it/s]
       5/80      0.94G      1.267      2.111      1.181      1.448         10        640:  13%|█▎        | 65/519 [00:33<04:56,  1.53it/s]
       5/80      0.94G      1.267      2.111      1.181      1.448         10        640:  13%|█▎        | 66/519 [00:33<04:30,  1.67it/s]
       5/80      0.94G      1.271       2.12      1.187      1.452          8        640:  13%|█▎        | 66/519 [00:33<04:30,  1.67it/s]
       5/80      0.94G      1.271       2.12      1.187      1.452          8        640:  13%|█▎        | 67/519 [00:33<03:55,  1.92it/s]
       5/80      0.94G      1.268      2.121      1.181       1.45          7        640:  13%|█▎        | 67/519 [00:33<03:55,  1.92it/s]
       5/80      0.94G      1.268      2.121      1.181       1.45          7        640:  13%|█▎        | 68/519 [00:33<03:13,  2.33it/s]
       5/80      0.94G       1.27      2.124      1.183      1.451          9        640:  13%|█▎        | 68/519 [00:34<03:13,  2.33it/s]
       5/80      0.94G       1.27      2.124      1.183      1.451          9        640:  13%|█▎        | 69/519 [00:34<03:22,  2.22it/s]
       5/80      0.94G      1.264      2.127      1.182      1.447         10        640:  13%|█▎        | 69/519 [00:35<03:22,  2.22it/s]
       5/80      0.94G      1.264      2.127      1.182      1.447         10        640:  13%|█▎        | 70/519 [00:35<03:47,  1.98it/s]
       5/80      0.94G      1.265      2.121       1.18      1.446          8        640:  13%|█▎        | 70/519 [00:36<03:47,  1.98it/s]
       5/80      0.94G      1.265      2.121       1.18      1.446          8        640:  14%|█▎        | 71/519 [00:36<05:28,  1.36it/s]
       5/80      0.94G      1.263      2.116       1.18      1.444          8        640:  14%|█▎        | 71/519 [00:36<05:28,  1.36it/s]
       5/80      0.94G      1.263      2.116       1.18      1.444          8        640:  14%|█▍        | 72/519 [00:36<04:24,  1.69it/s]
       5/80      0.94G      1.259       2.11      1.177      1.443         11        640:  14%|█▍        | 72/519 [00:36<04:24,  1.69it/s]
       5/80      0.94G      1.259       2.11      1.177      1.443         11        640:  14%|█▍        | 73/519 [00:36<03:36,  2.06it/s]
       5/80      0.94G      1.258      2.104      1.173      1.443         11        640:  14%|█▍        | 73/519 [00:36<03:36,  2.06it/s]
       5/80      0.94G      1.258      2.104      1.173      1.443         11        640:  14%|█▍        | 74/519 [00:36<02:59,  2.48it/s]
       5/80      0.94G      1.258      2.096      1.168      1.442         13        640:  14%|█▍        | 74/519 [00:38<02:59,  2.48it/s]
       5/80      0.94G      1.258      2.096      1.168      1.442         13        640:  14%|█▍        | 75/519 [00:38<06:09,  1.20it/s]
       5/80      0.94G      1.258      2.102       1.17      1.443         14        640:  14%|█▍        | 75/519 [00:39<06:09,  1.20it/s]
       5/80      0.94G      1.258      2.102       1.17      1.443         14        640:  15%|█▍        | 76/519 [00:39<04:50,  1.53it/s]
       5/80      0.94G      1.256      2.099      1.169      1.441          9        640:  15%|█▍        | 76/519 [00:39<04:50,  1.53it/s]
       5/80      0.94G      1.256      2.099      1.169      1.441          9        640:  15%|█▍        | 77/519 [00:39<03:58,  1.85it/s]
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       5/80      0.94G      1.263      2.101      1.163      1.443          9        640:  16%|█▌        | 81/519 [00:41<03:00,  2.42it/s]
       5/80      0.94G      1.263      2.101      1.163      1.443          9        640:  16%|█▌        | 82/519 [00:41<02:36,  2.80it/s]
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       5/80      0.94G      1.264        2.1      1.158       1.44         10        640:  16%|█▋        | 85/519 [00:43<02:53,  2.51it/s]
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       5/80      0.94G      1.268      2.104       1.16      1.449          6        640:  17%|█▋        | 87/519 [00:43<02:12,  3.26it/s]
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       5/80      0.94G      1.267      2.102      1.158      1.448          7        640:  17%|█▋        | 88/519 [00:44<02:12,  3.25it/s]
       5/80      0.94G      1.267      2.102      1.158      1.448          7        640:  17%|█▋        | 89/519 [00:44<04:22,  1.64it/s]
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       5/80      0.94G      1.266        2.1      1.152      1.447          9        640:  17%|█▋        | 90/519 [00:45<03:41,  1.94it/s]
       5/80      0.94G      1.266        2.1      1.152      1.447          9        640:  18%|█▊        | 91/519 [00:45<03:27,  2.07it/s]
       5/80      0.94G      1.265      2.095       1.15      1.446         10        640:  18%|█▊        | 91/519 [00:45<03:27,  2.07it/s]
       5/80      0.94G      1.265      2.095       1.15      1.446         10        640:  18%|█▊        | 92/519 [00:45<02:51,  2.49it/s]
       5/80      0.94G      1.264      2.086      1.149      1.444          6        640:  18%|█▊        | 92/519 [00:46<02:51,  2.49it/s]
       5/80      0.94G      1.264      2.086      1.149      1.444          6        640:  18%|█▊        | 93/519 [00:46<03:33,  2.00it/s]
       5/80      0.94G      1.262       2.08      1.147      1.443         14        640:  18%|█▊        | 93/519 [00:46<03:33,  2.00it/s]
       5/80      0.94G      1.262       2.08      1.147      1.443         14        640:  18%|█▊        | 94/519 [00:46<03:00,  2.36it/s]
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       5/80      0.94G      1.264      2.084      1.153      1.445          8        640:  18%|█▊        | 95/519 [00:47<02:52,  2.46it/s]
       5/80      0.94G      1.264      2.084      1.153      1.445          8        640:  18%|█▊        | 96/519 [00:47<02:32,  2.77it/s]
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       5/80      0.94G      1.266      2.106      1.153      1.444         11        640:  19%|█▊        | 97/519 [00:49<05:33,  1.26it/s]
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       5/80      0.94G      1.266       2.08      1.133      1.446          8        640:  22%|██▏       | 115/519 [00:57<02:46,  2.43it/s]
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       5/80      0.94G      1.267      2.082      1.138      1.447          6        640:  23%|██▎       | 118/519 [00:59<03:26,  1.94it/s]
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       5/80      0.94G      1.262      2.057      1.122      1.446          8        640:  26%|██▌       | 133/519 [01:07<04:09,  1.55it/s]
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       5/80      0.94G      1.268      2.057      1.125      1.451          6        640:  26%|██▌       | 136/519 [01:09<02:23,  2.68it/s]
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       5/80      0.94G      1.269       2.06      1.122      1.453          7        640:  27%|██▋       | 141/519 [01:11<03:37,  1.74it/s]
       5/80      0.94G      1.269       2.06      1.122      1.453          7        640:  27%|██▋       | 142/519 [01:11<02:54,  2.16it/s]
       5/80      0.94G      1.267      2.054      1.122      1.451         13        640:  27%|██▋       | 142/519 [01:11<02:54,  2.16it/s]
       5/80      0.94G      1.267      2.054      1.122      1.451         13        640:  28%|██▊       | 143/519 [01:11<02:26,  2.57it/s]
       5/80      0.94G      1.267      2.055      1.122      1.451         12        640:  28%|██▊       | 143/519 [01:11<02:26,  2.57it/s]
       5/80      0.94G      1.267      2.055      1.122      1.451         12        640:  28%|██▊       | 144/519 [01:11<01:59,  3.13it/s]
       5/80      0.94G      1.269       2.06      1.126      1.453          8        640:  28%|██▊       | 144/519 [01:12<01:59,  3.13it/s]
       5/80      0.94G      1.269       2.06      1.126      1.453          8        640:  28%|██▊       | 145/519 [01:12<03:19,  1.88it/s]
       5/80      0.94G      1.266      2.058      1.124      1.453         10        640:  28%|██▊       | 145/519 [01:13<03:19,  1.88it/s]
       5/80      0.94G      1.266      2.058      1.124      1.453         10        640:  28%|██▊       | 146/519 [01:13<02:51,  2.18it/s]
       5/80      0.94G      1.267       2.06      1.124      1.454          9        640:  28%|██▊       | 146/519 [01:13<02:51,  2.18it/s]
       5/80      0.94G      1.267       2.06      1.124      1.454          9        640:  28%|██▊       | 147/519 [01:13<02:23,  2.59it/s]
       5/80      0.94G      1.265      2.056      1.122      1.453          8        640:  28%|██▊       | 147/519 [01:13<02:23,  2.59it/s]
       5/80      0.94G      1.265      2.056      1.122      1.453          8        640:  29%|██▊       | 148/519 [01:13<02:01,  3.05it/s]
       5/80      0.94G      1.265      2.059      1.122      1.453         12        640:  29%|██▊       | 148/519 [01:14<02:01,  3.05it/s]
       5/80      0.94G      1.265      2.059      1.122      1.453         12        640:  29%|██▊       | 149/519 [01:14<02:54,  2.12it/s]
       5/80      0.94G      1.263      2.057      1.121      1.451         11        640:  29%|██▊       | 149/519 [01:14<02:54,  2.12it/s]
       5/80      0.94G      1.263      2.057      1.121      1.451         11        640:  29%|██▉       | 150/519 [01:14<02:28,  2.49it/s]
       5/80      0.94G      1.261      2.054      1.119       1.45          9        640:  29%|██▉       | 150/519 [01:14<02:28,  2.49it/s]
       5/80      0.94G      1.261      2.054      1.119       1.45          9        640:  29%|██▉       | 151/519 [01:14<02:09,  2.84it/s]
       5/80      0.94G       1.26      2.057      1.118      1.448         13        640:  29%|██▉       | 151/519 [01:14<02:09,  2.84it/s]
       5/80      0.94G       1.26      2.057      1.118      1.448         13        640:  29%|██▉       | 152/519 [01:14<02:00,  3.03it/s]
       5/80      0.94G      1.262      2.057       1.12       1.45          6        640:  29%|██▉       | 152/519 [01:16<02:00,  3.03it/s]
       5/80      0.94G      1.262      2.057       1.12       1.45          6        640:  29%|██▉       | 153/519 [01:16<04:25,  1.38it/s]
       5/80      0.94G      1.259      2.054      1.117       1.45          8        640:  29%|██▉       | 153/519 [01:16<04:25,  1.38it/s]
       5/80      0.94G      1.259      2.054      1.117       1.45          8        640:  30%|██▉       | 154/519 [01:16<03:28,  1.75it/s]
       5/80      0.94G       1.26      2.054       1.12      1.451          7        640:  30%|██▉       | 154/519 [01:17<03:28,  1.75it/s]
       5/80      0.94G       1.26      2.054       1.12      1.451          7        640:  30%|██▉       | 155/519 [01:17<02:50,  2.13it/s]
       5/80      0.94G      1.257      2.052      1.117      1.449         11        640:  30%|██▉       | 155/519 [01:17<02:50,  2.13it/s]
       5/80      0.94G      1.257      2.052      1.117      1.449         11        640:  30%|███       | 156/519 [01:17<02:23,  2.54it/s]
       5/80      0.94G      1.258      2.049      1.118       1.45          6        640:  30%|███       | 156/519 [01:18<02:23,  2.54it/s]
       5/80      0.94G      1.258      2.049      1.118       1.45          6        640:  30%|███       | 157/519 [01:18<03:31,  1.71it/s]
       5/80      0.94G      1.258      2.047      1.117      1.449         11        640:  30%|███       | 157/519 [01:18<03:31,  1.71it/s]
       5/80      0.94G      1.258      2.047      1.117      1.449         11        640:  30%|███       | 158/519 [01:18<02:51,  2.11it/s]
       5/80      0.94G      1.256      2.047      1.116      1.448          8        640:  30%|███       | 158/519 [01:18<02:51,  2.11it/s]
       5/80      0.94G      1.256      2.047      1.116      1.448          8        640:  31%|███       | 159/519 [01:18<02:19,  2.59it/s]
       5/80      0.94G      1.254      2.044      1.113      1.446         10        640:  31%|███       | 159/519 [01:18<02:19,  2.59it/s]
       5/80      0.94G      1.254      2.044      1.113      1.446         10        640:  31%|███       | 160/519 [01:18<02:04,  2.89it/s]
       5/80      0.94G      1.256      2.042      1.115      1.449          6        640:  31%|███       | 160/519 [01:20<02:04,  2.89it/s]
       5/80      0.94G      1.256      2.042      1.115      1.449          6        640:  31%|███       | 161/519 [01:20<03:48,  1.57it/s]
       5/80      0.94G      1.255      2.042      1.113      1.449         10        640:  31%|███       | 161/519 [01:20<03:48,  1.57it/s]
       5/80      0.94G      1.255      2.042      1.113      1.449         10        640:  31%|███       | 162/519 [01:20<03:04,  1.94it/s]
       5/80      0.94G      1.254       2.04      1.113      1.448         10        640:  31%|███       | 162/519 [01:20<03:04,  1.94it/s]
       5/80      0.94G      1.254       2.04      1.113      1.448         10        640:  31%|███▏      | 163/519 [01:20<02:27,  2.42it/s]
       5/80      0.94G      1.255      2.038      1.113      1.448         10        640:  31%|███▏      | 163/519 [01:20<02:27,  2.42it/s]
       5/80      0.94G      1.255      2.038      1.113      1.448         10        640:  32%|███▏      | 164/519 [01:20<02:09,  2.74it/s]
       5/80      0.94G      1.254      2.041      1.112      1.448         10        640:  32%|███▏      | 164/519 [01:22<02:09,  2.74it/s]
       5/80      0.94G      1.254      2.041      1.112      1.448         10        640:  32%|███▏      | 165/519 [01:22<03:50,  1.54it/s]
       5/80      0.94G      1.255      2.043      1.112      1.448         13        640:  32%|███▏      | 165/519 [01:22<03:50,  1.54it/s]
       5/80      0.94G      1.255      2.043      1.112      1.448         13        640:  32%|███▏      | 166/519 [01:22<03:02,  1.94it/s]
       5/80      0.94G      1.253      2.038      1.111      1.448          9        640:  32%|███▏      | 166/519 [01:22<03:02,  1.94it/s]
       5/80      0.94G      1.253      2.038      1.111      1.448          9        640:  32%|███▏      | 167/519 [01:22<02:29,  2.36it/s]
       5/80      0.94G      1.255      2.039       1.11      1.448         12        640:  32%|███▏      | 167/519 [01:22<02:29,  2.36it/s]
       5/80      0.94G      1.255      2.039       1.11      1.448         12        640:  32%|███▏      | 168/519 [01:22<02:08,  2.73it/s]
       5/80      0.94G      1.253      2.038      1.109      1.447         10        640:  32%|███▏      | 168/519 [01:24<02:08,  2.73it/s]
       5/80      0.94G      1.253      2.038      1.109      1.447         10        640:  33%|███▎      | 169/519 [01:24<03:53,  1.50it/s]
       5/80      0.94G      1.254      2.038       1.11      1.447         11        640:  33%|███▎      | 169/519 [01:24<03:53,  1.50it/s]
       5/80      0.94G      1.254      2.038       1.11      1.447         11        640:  33%|███▎      | 170/519 [01:24<03:07,  1.86it/s]
       5/80      0.94G      1.254      2.035      1.108      1.445          8        640:  33%|███▎      | 170/519 [01:24<03:07,  1.86it/s]
       5/80      0.94G      1.254      2.035      1.108      1.445          8        640:  33%|███▎      | 171/519 [01:24<02:33,  2.27it/s]
       5/80      0.94G      1.253      2.036      1.108      1.445          9        640:  33%|███▎      | 171/519 [01:24<02:33,  2.27it/s]
       5/80      0.94G      1.253      2.036      1.108      1.445          9        640:  33%|███▎      | 172/519 [01:24<02:13,  2.60it/s]
       5/80      0.94G      1.251      2.031      1.105      1.443          9        640:  33%|███▎      | 172/519 [01:25<02:13,  2.60it/s]
       5/80      0.94G      1.251      2.031      1.105      1.443          9        640:  33%|███▎      | 173/519 [01:25<02:09,  2.67it/s]
       5/80      0.94G      1.249      2.027      1.104      1.442          9        640:  33%|███▎      | 173/519 [01:25<02:09,  2.67it/s]
       5/80      0.94G      1.249      2.027      1.104      1.442          9        640:  34%|███▎      | 174/519 [01:25<01:55,  2.98it/s]
       5/80      0.94G      1.251       2.03      1.104      1.443          8        640:  34%|███▎      | 174/519 [01:25<01:55,  2.98it/s]
       5/80      0.94G      1.251       2.03      1.104      1.443          8        640:  34%|███▎      | 175/519 [01:25<01:47,  3.20it/s]
       5/80      0.94G      1.249      2.027      1.103      1.443          8        640:  34%|███▎      | 175/519 [01:26<01:47,  3.20it/s]
       5/80      0.94G      1.249      2.027      1.103      1.443          8        640:  34%|███▍      | 176/519 [01:26<01:35,  3.61it/s]
       5/80      0.94G      1.248      2.025      1.102      1.442          9        640:  34%|███▍      | 176/519 [01:27<01:35,  3.61it/s]
       5/80      0.94G      1.248      2.025      1.102      1.442          9        640:  34%|███▍      | 177/519 [01:27<03:51,  1.48it/s]
       5/80      0.94G      1.247      2.021      1.101       1.44         13        640:  34%|███▍      | 177/519 [01:27<03:51,  1.48it/s]
       5/80      0.94G      1.247      2.021      1.101       1.44         13        640:  34%|███▍      | 178/519 [01:27<03:09,  1.80it/s]
       5/80      0.94G      1.247      2.021      1.102       1.44          7        640:  34%|███▍      | 178/519 [01:28<03:09,  1.80it/s]
       5/80      0.94G      1.247      2.021      1.102       1.44          7        640:  34%|███▍      | 179/519 [01:28<02:34,  2.19it/s]
       5/80      0.94G      1.246      2.021      1.102       1.44         14        640:  34%|███▍      | 179/519 [01:28<02:34,  2.19it/s]
       5/80      0.94G      1.246      2.021      1.102       1.44         14        640:  35%|███▍      | 180/519 [01:28<02:13,  2.54it/s]
       5/80      0.94G      1.246      2.021      1.102      1.441          6        640:  35%|███▍      | 180/519 [01:29<02:13,  2.54it/s]
       5/80      0.94G      1.246      2.021      1.102      1.441          6        640:  35%|███▍      | 181/519 [01:29<03:38,  1.55it/s]
       5/80      0.94G      1.247       2.02      1.101       1.44          8        640:  35%|███▍      | 181/519 [01:29<03:38,  1.55it/s]
       5/80      0.94G      1.247       2.02      1.101       1.44          8        640:  35%|███▌      | 182/519 [01:29<02:53,  1.95it/s]
       5/80      0.94G      1.247       2.02      1.101      1.439         14        640:  35%|███▌      | 182/519 [01:30<02:53,  1.95it/s]
       5/80      0.94G      1.247       2.02      1.101      1.439         14        640:  35%|███▌      | 183/519 [01:30<02:21,  2.37it/s]
       5/80      0.94G      1.247      2.019        1.1      1.439         12        640:  35%|███▌      | 183/519 [01:30<02:21,  2.37it/s]
       5/80      0.94G      1.247      2.019        1.1      1.439         12        640:  35%|███▌      | 184/519 [01:30<01:57,  2.85it/s]
       5/80      0.94G      1.246      2.022        1.1      1.438         10        640:  35%|███▌      | 184/519 [01:31<01:57,  2.85it/s]
       5/80      0.94G      1.246      2.022        1.1      1.438         10        640:  36%|███▌      | 185/519 [01:31<02:52,  1.94it/s]
       5/80      0.94G      1.247      2.024      1.101      1.438         13        640:  36%|███▌      | 185/519 [01:31<02:52,  1.94it/s]
       5/80      0.94G      1.247      2.024      1.101      1.438         13        640:  36%|███▌      | 186/519 [01:31<02:29,  2.23it/s]
       5/80      0.94G       1.25      2.029      1.104       1.44          7        640:  36%|███▌      | 186/519 [01:31<02:29,  2.23it/s]
       5/80      0.94G       1.25      2.029      1.104       1.44          7        640:  36%|███▌      | 187/519 [01:31<02:05,  2.64it/s]
       5/80      0.94G      1.251      2.033      1.105       1.44          9        640:  36%|███▌      | 187/519 [01:31<02:05,  2.64it/s]
       5/80      0.94G      1.251      2.033      1.105       1.44          9        640:  36%|███▌      | 188/519 [01:31<01:55,  2.87it/s]
       5/80      0.94G      1.252      2.031      1.106       1.44          7        640:  36%|███▌      | 188/519 [01:32<01:55,  2.87it/s]
       5/80      0.94G      1.252      2.031      1.106       1.44          7        640:  36%|███▋      | 189/519 [01:32<02:30,  2.20it/s]
       5/80      0.94G      1.252      2.031      1.105       1.44          9        640:  36%|███▋      | 189/519 [01:33<02:30,  2.20it/s]
       5/80      0.94G      1.252      2.031      1.105       1.44          9        640:  37%|███▋      | 190/519 [01:33<02:35,  2.12it/s]
       5/80      0.94G      1.255      2.032       1.11      1.442          4        640:  37%|███▋      | 190/519 [01:33<02:35,  2.12it/s]
       5/80      0.94G      1.255      2.032       1.11      1.442          4        640:  37%|███▋      | 191/519 [01:33<02:10,  2.52it/s]
       5/80      0.94G      1.254      2.029       1.11      1.442         10        640:  37%|███▋      | 191/519 [01:33<02:10,  2.52it/s]
       5/80      0.94G      1.254      2.029       1.11      1.442         10        640:  37%|███▋      | 192/519 [01:33<01:57,  2.78it/s]
       5/80      0.94G      1.253      2.031      1.108      1.441         10        640:  37%|███▋      | 192/519 [01:34<01:57,  2.78it/s]
       5/80      0.94G      1.253      2.031      1.108      1.441         10        640:  37%|███▋      | 193/519 [01:34<02:36,  2.08it/s]
       5/80      0.94G      1.251      2.027      1.107      1.439         11        640:  37%|███▋      | 193/519 [01:35<02:36,  2.08it/s]
       5/80      0.94G      1.251      2.027      1.107      1.439         11        640:  37%|███▋      | 194/519 [01:35<03:09,  1.71it/s]
       5/80      0.94G       1.25      2.024      1.105      1.438         13        640:  37%|███▋      | 194/519 [01:35<03:09,  1.71it/s]
       5/80      0.94G       1.25      2.024      1.105      1.438         13        640:  38%|███▊      | 195/519 [01:35<02:43,  1.98it/s]
       5/80      0.94G      1.249      2.023      1.106      1.436         11        640:  38%|███▊      | 195/519 [01:35<02:43,  1.98it/s]
       5/80      0.94G      1.249      2.023      1.106      1.436         11        640:  38%|███▊      | 196/519 [01:35<02:22,  2.26it/s]
       5/80      0.94G      1.249      2.022      1.105      1.436         15        640:  38%|███▊      | 196/519 [01:36<02:22,  2.26it/s]
       5/80      0.94G      1.249      2.022      1.105      1.436         15        640:  38%|███▊      | 197/519 [01:36<02:09,  2.49it/s]
       5/80      0.94G       1.25      2.023      1.104      1.437         10        640:  38%|███▊      | 197/519 [01:37<02:09,  2.49it/s]
       5/80      0.94G       1.25      2.023      1.104      1.437         10        640:  38%|███▊      | 198/519 [01:37<03:54,  1.37it/s]
       5/80      0.94G      1.249       2.02      1.102      1.436          6        640:  38%|███▊      | 198/519 [01:37<03:54,  1.37it/s]
       5/80      0.94G      1.249       2.02      1.102      1.436          6        640:  38%|███▊      | 199/519 [01:37<03:12,  1.66it/s]
       5/80      0.94G      1.248      2.022      1.102      1.435          9        640:  38%|███▊      | 199/519 [01:38<03:12,  1.66it/s]
       5/80      0.94G      1.248      2.022      1.102      1.435          9        640:  39%|███▊      | 200/519 [01:38<02:29,  2.13it/s]
       5/80      0.94G      1.248      2.022      1.103      1.436         10        640:  39%|███▊      | 200/519 [01:38<02:29,  2.13it/s]
       5/80      0.94G      1.248      2.022      1.103      1.436         10        640:  39%|███▊      | 201/519 [01:38<01:55,  2.76it/s]
       5/80      0.94G      1.247       2.02      1.101      1.435          7        640:  39%|███▊      | 201/519 [01:39<01:55,  2.76it/s]
       5/80      0.94G      1.247       2.02      1.101      1.435          7        640:  39%|███▉      | 202/519 [01:39<03:45,  1.41it/s]
       5/80      0.94G      1.247      2.022        1.1      1.435          7        640:  39%|███▉      | 202/519 [01:40<03:45,  1.41it/s]
       5/80      0.94G      1.247      2.022        1.1      1.435          7        640:  39%|███▉      | 203/519 [01:40<03:07,  1.69it/s]
       5/80      0.94G      1.247      2.022      1.099      1.434         12        640:  39%|███▉      | 203/519 [01:40<03:07,  1.69it/s]
       5/80      0.94G      1.247      2.022      1.099      1.434         12        640:  39%|███▉      | 204/519 [01:40<02:36,  2.01it/s]
       5/80      0.94G      1.246      2.023      1.098      1.434         13        640:  39%|███▉      | 204/519 [01:40<02:36,  2.01it/s]
       5/80      0.94G      1.246      2.023      1.098      1.434         13        640:  39%|███▉      | 205/519 [01:40<02:19,  2.26it/s]
       5/80      0.94G      1.245      2.021      1.098      1.433         11        640:  39%|███▉      | 205/519 [01:42<02:19,  2.26it/s]
       5/80      0.94G      1.245      2.021      1.098      1.433         11        640:  40%|███▉      | 206/519 [01:42<04:09,  1.26it/s]
       5/80      0.94G      1.245       2.02      1.098      1.433         12        640:  40%|███▉      | 206/519 [01:42<04:09,  1.26it/s]
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       5/80      0.94G      1.238       2.01      1.077       1.42         15        640:  96%|█████████▋| 500/519 [03:59<00:06,  2.73it/s]
       5/80      0.94G      1.238      2.009      1.077       1.42         14        640:  96%|█████████▋| 500/519 [04:00<00:06,  2.73it/s]
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       5/80      0.94G      1.238       2.01      1.077       1.42         13        640:  97%|█████████▋| 503/519 [04:01<00:06,  2.57it/s]
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       5/80      0.94G      1.238       2.01      1.076       1.42          9        640:  97%|█████████▋| 505/519 [04:02<00:06,  2.27it/s]
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       5/80      0.94G      1.237      2.009      1.075      1.419         12        640:  98%|█████████▊| 509/519 [04:04<00:05,  1.67it/s]
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-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:44,  6.31s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:59,  2.85s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:48,  1.75s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:16,  1.25s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<00:59,  1.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:50,  1.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:41,  1.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:36,  1.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:30,  1.81it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:26,  2.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:20,  2.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:10<00:12,  4.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:10<00:09,  5.43it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:11<00:16,  3.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:12<00:22,  2.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:13<00:24,  1.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:13<00:24,  1.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:14<00:26,  1.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:15<00:29,  1.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:31,  1.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:31,  1.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:28,  1.41it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:18<00:24,  1.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:18,  2.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:14,  2.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:11,  3.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:09,  3.83it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:07,  4.49it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:19<00:05,  5.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:05,  6.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:05,  6.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:04,  6.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:20<00:03,  7.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:04,  6.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.58it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:02,  7.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:02,  8.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:20<00:02,  7.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  5.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:03,  4.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  5.75it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:22<00:01,  7.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:22<00:01,  8.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  8.46it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  89%|████████▉ | 58/65 [00:22<00:00,  9.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.36it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:22<00:00,  9.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:23<00:00,  9.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.77it/s]
-                   all        519        519      0.817      0.642      0.757      0.457      0.822      0.639      0.751      0.436
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
       6/80      0.94G      1.501      2.095      1.354      1.563          8        640:   0%|          | 0/519 [00:04<?, ?it/s]
       6/80      0.94G      1.501      2.095      1.354      1.563          8        640:   0%|          | 1/519 [00:04<36:46,  4.26s/it]
       6/80      0.94G       1.76      2.703      1.518      1.766         12        640:   0%|          | 1/519 [00:04<36:46,  4.26s/it]
       6/80      0.94G       1.76      2.703      1.518      1.766         12        640:   0%|          | 2/519 [00:04<16:02,  1.86s/it]
       6/80      0.94G      1.564      2.375      1.293      1.626         13        640:   0%|          | 2/519 [00:04<16:02,  1.86s/it]
       6/80      0.94G      1.564      2.375      1.293      1.626         13        640:   1%|          | 3/519 [00:04<09:22,  1.09s/it]
       6/80      0.94G      1.599      2.364      1.437      1.657          8        640:   1%|          | 3/519 [00:04<09:22,  1.09s/it]
       6/80      0.94G      1.599      2.364      1.437      1.657          8        640:   1%|          | 4/519 [00:04<06:32,  1.31it/s]
       6/80      0.94G      1.504      2.297      1.336      1.578         10        640:   1%|          | 4/519 [00:05<06:32,  1.31it/s]
       6/80      0.94G      1.504      2.297      1.336      1.578         10        640:   1%|          | 5/519 [00:05<06:07,  1.40it/s]
       6/80      0.94G        1.5      2.396      1.373      1.595         11        640:   1%|          | 5/519 [00:05<06:07,  1.40it/s]
       6/80      0.94G        1.5      2.396      1.373      1.595         11        640:   1%|          | 6/519 [00:05<04:37,  1.85it/s]
       6/80      0.94G      1.422      2.244      1.274      1.526         13        640:   1%|          | 6/519 [00:05<04:37,  1.85it/s]
       6/80      0.94G      1.422      2.244      1.274      1.526         13        640:   1%|▏         | 7/519 [00:05<03:46,  2.26it/s]
       6/80      0.94G      1.384      2.166      1.207      1.502         12        640:   1%|▏         | 7/519 [00:06<03:46,  2.26it/s]
       6/80      0.94G      1.384      2.166      1.207      1.502         12        640:   2%|▏         | 8/519 [00:06<03:13,  2.64it/s]
       6/80      0.94G      1.343       2.22      1.171      1.485         12        640:   2%|▏         | 8/519 [00:07<03:13,  2.64it/s]
       6/80      0.94G      1.343       2.22      1.171      1.485         12        640:   2%|▏         | 9/519 [00:07<05:56,  1.43it/s]
       6/80      0.94G      1.344      2.262      1.175      1.487          6        640:   2%|▏         | 9/519 [00:07<05:56,  1.43it/s]
       6/80      0.94G      1.344      2.262      1.175      1.487          6        640:   2%|▏         | 10/519 [00:07<04:54,  1.73it/s]
       6/80      0.94G      1.312      2.186      1.159      1.469         10        640:   2%|▏         | 10/519 [00:08<04:54,  1.73it/s]
       6/80      0.94G      1.312      2.186      1.159      1.469         10        640:   2%|▏         | 11/519 [00:08<03:59,  2.12it/s]
       6/80      0.94G      1.298      2.118      1.126      1.446         12        640:   2%|▏         | 11/519 [00:08<03:59,  2.12it/s]
       6/80      0.94G      1.298      2.118      1.126      1.446         12        640:   2%|▏         | 12/519 [00:08<03:21,  2.52it/s]
       6/80      0.94G      1.302      2.118      1.106      1.442         10        640:   2%|▏         | 12/519 [00:09<03:21,  2.52it/s]
       6/80      0.94G      1.302      2.118      1.106      1.442         10        640:   3%|▎         | 13/519 [00:09<05:44,  1.47it/s]
       6/80      0.94G      1.294      2.095      1.089      1.428         13        640:   3%|▎         | 13/519 [00:09<05:44,  1.47it/s]
       6/80      0.94G      1.294      2.095      1.089      1.428         13        640:   3%|▎         | 14/519 [00:09<04:19,  1.95it/s]
       6/80      0.94G        1.3      2.075      1.103       1.42         10        640:   3%|▎         | 14/519 [00:10<04:19,  1.95it/s]
       6/80      0.94G        1.3      2.075      1.103       1.42         10        640:   3%|▎         | 15/519 [00:10<03:29,  2.41it/s]
       6/80      0.94G      1.277      2.043      1.088      1.412         10        640:   3%|▎         | 15/519 [00:10<03:29,  2.41it/s]
       6/80      0.94G      1.277      2.043      1.088      1.412         10        640:   3%|▎         | 16/519 [00:10<03:01,  2.77it/s]
       6/80      0.94G      1.272      2.013      1.076      1.405         12        640:   3%|▎         | 16/519 [00:11<03:01,  2.77it/s]
       6/80      0.94G      1.272      2.013      1.076      1.405         12        640:   3%|▎         | 17/519 [00:11<05:54,  1.42it/s]
       6/80      0.94G      1.273      2.015      1.071      1.409          7        640:   3%|▎         | 17/519 [00:11<05:54,  1.42it/s]
       6/80      0.94G      1.273      2.015      1.071      1.409          7        640:   3%|▎         | 18/519 [00:11<04:33,  1.83it/s]
       6/80      0.94G      1.276      2.038       1.07      1.417         12        640:   3%|▎         | 18/519 [00:12<04:33,  1.83it/s]
       6/80      0.94G      1.276      2.038       1.07      1.417         12        640:   4%|▎         | 19/519 [00:12<03:36,  2.31it/s]
       6/80      0.94G      1.275      2.054      1.076      1.421         11        640:   4%|▎         | 19/519 [00:12<03:36,  2.31it/s]
       6/80      0.94G      1.275      2.054      1.076      1.421         11        640:   4%|▍         | 20/519 [00:12<03:11,  2.60it/s]
       6/80      0.94G      1.267      2.058      1.078      1.419         11        640:   4%|▍         | 20/519 [00:13<03:11,  2.60it/s]
       6/80      0.94G      1.267      2.058      1.078      1.419         11        640:   4%|▍         | 21/519 [00:13<05:38,  1.47it/s]
       6/80      0.94G      1.261      2.041      1.073      1.411          9        640:   4%|▍         | 21/519 [00:13<05:38,  1.47it/s]
       6/80      0.94G      1.261      2.041      1.073      1.411          9        640:   4%|▍         | 22/519 [00:13<04:21,  1.90it/s]
       6/80      0.94G      1.269      2.041      1.091      1.416          9        640:   4%|▍         | 22/519 [00:14<04:21,  1.90it/s]
       6/80      0.94G      1.269      2.041      1.091      1.416          9        640:   4%|▍         | 23/519 [00:14<03:28,  2.37it/s]
       6/80      0.94G      1.264      2.038      1.081      1.422          8        640:   4%|▍         | 23/519 [00:14<03:28,  2.37it/s]
       6/80      0.94G      1.264      2.038      1.081      1.422          8        640:   5%|▍         | 24/519 [00:14<02:55,  2.82it/s]
       6/80      0.94G      1.271      2.043      1.074       1.42         10        640:   5%|▍         | 24/519 [00:15<02:55,  2.82it/s]
       6/80      0.94G      1.271      2.043      1.074       1.42         10        640:   5%|▍         | 25/519 [00:15<03:55,  2.10it/s]
       6/80      0.94G      1.273      2.022       1.08      1.421         10        640:   5%|▍         | 25/519 [00:15<03:55,  2.10it/s]
       6/80      0.94G      1.273      2.022       1.08      1.421         10        640:   5%|▌         | 26/519 [00:15<03:31,  2.33it/s]
       6/80      0.94G      1.284      2.026      1.084       1.43         12        640:   5%|▌         | 26/519 [00:15<03:31,  2.33it/s]
       6/80      0.94G      1.284      2.026      1.084       1.43         12        640:   5%|▌         | 27/519 [00:15<03:07,  2.62it/s]
       6/80      0.94G      1.294      2.017      1.088      1.444         11        640:   5%|▌         | 27/519 [00:15<03:07,  2.62it/s]
       6/80      0.94G      1.294      2.017      1.088      1.444         11        640:   5%|▌         | 28/519 [00:15<02:40,  3.05it/s]
       6/80      0.94G      1.304      2.007      1.085      1.445         11        640:   5%|▌         | 28/519 [00:16<02:40,  3.05it/s]
       6/80      0.94G      1.304      2.007      1.085      1.445         11        640:   6%|▌         | 29/519 [00:16<04:15,  1.92it/s]
       6/80      0.94G      1.308      2.054      1.097      1.459          8        640:   6%|▌         | 29/519 [00:17<04:15,  1.92it/s]
       6/80      0.94G      1.308      2.054      1.097      1.459          8        640:   6%|▌         | 30/519 [00:17<03:32,  2.30it/s]
       6/80      0.94G      1.302      2.043      1.094      1.453         12        640:   6%|▌         | 30/519 [00:17<03:32,  2.30it/s]
       6/80      0.94G      1.302      2.043      1.094      1.453         12        640:   6%|▌         | 31/519 [00:17<02:58,  2.73it/s]
       6/80      0.94G      1.341      2.058      1.119      1.476          6        640:   6%|▌         | 31/519 [00:17<02:58,  2.73it/s]
       6/80      0.94G      1.341      2.058      1.119      1.476          6        640:   6%|▌         | 32/519 [00:17<02:38,  3.07it/s]
       6/80      0.94G      1.345      2.055       1.12      1.474         12        640:   6%|▌         | 32/519 [00:18<02:38,  3.07it/s]
       6/80      0.94G      1.345      2.055       1.12      1.474         12        640:   6%|▋         | 33/519 [00:18<04:01,  2.01it/s]
       6/80      0.94G      1.343      2.062      1.124      1.479          9        640:   6%|▋         | 33/519 [00:18<04:01,  2.01it/s]
       6/80      0.94G      1.343      2.062      1.124      1.479          9        640:   7%|▋         | 34/519 [00:18<03:20,  2.42it/s]
       6/80      0.94G       1.34      2.046      1.123       1.48          8        640:   7%|▋         | 34/519 [00:18<03:20,  2.42it/s]
       6/80      0.94G       1.34      2.046      1.123       1.48          8        640:   7%|▋         | 35/519 [00:18<02:59,  2.70it/s]
       6/80      0.94G      1.338      2.049      1.116      1.481          7        640:   7%|▋         | 35/519 [00:19<02:59,  2.70it/s]
       6/80      0.94G      1.338      2.049      1.116      1.481          7        640:   7%|▋         | 36/519 [00:19<02:37,  3.07it/s]
       6/80      0.94G      1.335      2.054      1.111      1.477         13        640:   7%|▋         | 36/519 [00:20<02:37,  3.07it/s]
       6/80      0.94G      1.335      2.054      1.111      1.477         13        640:   7%|▋         | 37/519 [00:20<04:57,  1.62it/s]
       6/80      0.94G      1.336      2.046      1.104      1.476         14        640:   7%|▋         | 37/519 [00:20<04:57,  1.62it/s]
       6/80      0.94G      1.336      2.046      1.104      1.476         14        640:   7%|▋         | 38/519 [00:20<04:00,  2.00it/s]
       6/80      0.94G      1.341      2.043      1.098      1.477         12        640:   7%|▋         | 38/519 [00:20<04:00,  2.00it/s]
       6/80      0.94G      1.341      2.043      1.098      1.477         12        640:   8%|▊         | 39/519 [00:20<03:20,  2.39it/s]
       6/80      0.94G      1.337      2.029      1.093      1.471         10        640:   8%|▊         | 39/519 [00:21<03:20,  2.39it/s]
       6/80      0.94G      1.337      2.029      1.093      1.471         10        640:   8%|▊         | 40/519 [00:21<03:08,  2.54it/s]
       6/80      0.94G      1.347      2.021      1.089      1.479          8        640:   8%|▊         | 40/519 [00:22<03:08,  2.54it/s]
       6/80      0.94G      1.347      2.021      1.089      1.479          8        640:   8%|▊         | 41/519 [00:22<05:10,  1.54it/s]
       6/80      0.94G      1.344      2.036      1.086      1.477         13        640:   8%|▊         | 41/519 [00:22<05:10,  1.54it/s]
       6/80      0.94G      1.344      2.036      1.086      1.477         13        640:   8%|▊         | 42/519 [00:22<04:28,  1.77it/s]
       6/80      0.94G      1.341      2.037      1.084      1.474         14        640:   8%|▊         | 42/519 [00:23<04:28,  1.77it/s]
       6/80      0.94G      1.341      2.037      1.084      1.474         14        640:   8%|▊         | 43/519 [00:23<03:53,  2.04it/s]
       6/80      0.94G      1.341      2.032      1.079      1.469         14        640:   8%|▊         | 43/519 [00:23<03:53,  2.04it/s]
       6/80      0.94G      1.341      2.032      1.079      1.469         14        640:   8%|▊         | 44/519 [00:23<03:30,  2.25it/s]
       6/80      0.94G      1.335      2.026      1.078      1.469         10        640:   8%|▊         | 44/519 [00:24<03:30,  2.25it/s]
       6/80      0.94G      1.335      2.026      1.078      1.469         10        640:   9%|▊         | 45/519 [00:24<04:12,  1.88it/s]
       6/80      0.94G      1.325      2.016       1.07      1.462          8        640:   9%|▊         | 45/519 [00:24<04:12,  1.88it/s]
       6/80      0.94G      1.325      2.016       1.07      1.462          8        640:   9%|▉         | 46/519 [00:24<03:35,  2.20it/s]
       6/80      0.94G      1.321      2.014       1.07       1.46         14        640:   9%|▉         | 46/519 [00:24<03:35,  2.20it/s]
       6/80      0.94G      1.321      2.014       1.07       1.46         14        640:   9%|▉         | 47/519 [00:24<03:07,  2.51it/s]
       6/80      0.94G      1.323      2.022      1.069      1.463          8        640:   9%|▉         | 47/519 [00:24<03:07,  2.51it/s]
       6/80      0.94G      1.323      2.022      1.069      1.463          8        640:   9%|▉         | 48/519 [00:24<02:50,  2.76it/s]
       6/80      0.94G      1.321      2.015      1.066      1.458         15        640:   9%|▉         | 48/519 [00:25<02:50,  2.76it/s]
       6/80      0.94G      1.321      2.015      1.066      1.458         15        640:   9%|▉         | 49/519 [00:25<03:45,  2.08it/s]
       6/80      0.94G       1.32      2.009      1.065      1.457          9        640:   9%|▉         | 49/519 [00:25<03:45,  2.08it/s]
       6/80      0.94G       1.32      2.009      1.065      1.457          9        640:  10%|▉         | 50/519 [00:25<03:09,  2.47it/s]
       6/80      0.94G      1.319      2.003      1.068      1.454         12        640:  10%|▉         | 50/519 [00:26<03:09,  2.47it/s]
       6/80      0.94G      1.319      2.003      1.068      1.454         12        640:  10%|▉         | 51/519 [00:26<03:33,  2.19it/s]
       6/80      0.94G      1.312      1.995      1.063      1.449         11        640:  10%|▉         | 51/519 [00:26<03:33,  2.19it/s]
       6/80      0.94G      1.312      1.995      1.063      1.449         11        640:  10%|█         | 52/519 [00:26<02:58,  2.61it/s]
       6/80      0.94G      1.311      1.995      1.061      1.447         13        640:  10%|█         | 52/519 [00:27<02:58,  2.61it/s]
       6/80      0.94G      1.311      1.995      1.061      1.447         13        640:  10%|█         | 53/519 [00:27<03:34,  2.17it/s]
       6/80      0.94G      1.311       1.99      1.056      1.444         11        640:  10%|█         | 53/519 [00:27<03:34,  2.17it/s]
       6/80      0.94G      1.311       1.99      1.056      1.444         11        640:  10%|█         | 54/519 [00:27<03:10,  2.43it/s]
       6/80      0.94G      1.308      1.982      1.057      1.439          9        640:  10%|█         | 54/519 [00:27<03:10,  2.43it/s]
       6/80      0.94G      1.308      1.982      1.057      1.439          9        640:  11%|█         | 55/519 [00:27<02:45,  2.80it/s]
       6/80      0.94G      1.311      2.004      1.056      1.444          8        640:  11%|█         | 55/519 [00:28<02:45,  2.80it/s]
       6/80      0.94G      1.311      2.004      1.056      1.444          8        640:  11%|█         | 56/519 [00:28<02:28,  3.11it/s]
       6/80      0.94G      1.306      2.002      1.052      1.441         11        640:  11%|█         | 56/519 [00:29<02:28,  3.11it/s]
       6/80      0.94G      1.306      2.002      1.052      1.441         11        640:  11%|█         | 57/519 [00:29<04:44,  1.62it/s]
       6/80      0.94G      1.312      1.999      1.054      1.447          7        640:  11%|█         | 57/519 [00:29<04:44,  1.62it/s]
       6/80      0.94G      1.312      1.999      1.054      1.447          7        640:  11%|█         | 58/519 [00:29<04:00,  1.92it/s]
       6/80      0.94G      1.303      1.988      1.049      1.443         10        640:  11%|█         | 58/519 [00:29<04:00,  1.92it/s]
       6/80      0.94G      1.303      1.988      1.049      1.443         10        640:  11%|█▏        | 59/519 [00:29<03:19,  2.31it/s]
       6/80      0.94G      1.301      1.986      1.048      1.441          9        640:  11%|█▏        | 59/519 [00:30<03:19,  2.31it/s]
       6/80      0.94G      1.301      1.986      1.048      1.441          9        640:  12%|█▏        | 60/519 [00:30<02:48,  2.72it/s]
       6/80      0.94G      1.302      1.981      1.046      1.441         15        640:  12%|█▏        | 60/519 [00:31<02:48,  2.72it/s]
       6/80      0.94G      1.302      1.981      1.046      1.441         15        640:  12%|█▏        | 61/519 [00:31<04:22,  1.74it/s]
       6/80      0.94G      1.299      1.977      1.042      1.437         14        640:  12%|█▏        | 61/519 [00:31<04:22,  1.74it/s]
       6/80      0.94G      1.295      1.974      1.038      1.433         11        640:  12%|█▏        | 61/519 [00:31<04:22,  1.74it/s]
       6/80      0.94G      1.295      1.974      1.038      1.433         11        640:  12%|█▏        | 63/519 [00:31<02:35,  2.94it/s]
       6/80      0.94G       1.29      1.972      1.041      1.431          7        640:  12%|█▏        | 63/519 [00:31<02:35,  2.94it/s]
       6/80      0.94G      1.286      1.968       1.04      1.429         11        640:  12%|█▏        | 63/519 [00:33<02:35,  2.94it/s]
       6/80      0.94G      1.286      1.968       1.04      1.429         11        640:  13%|█▎        | 65/519 [00:33<05:04,  1.49it/s]
       6/80      0.94G       1.28      1.961      1.037      1.427          6        640:  13%|█▎        | 65/519 [00:33<05:04,  1.49it/s]
       6/80      0.94G       1.28      1.961      1.037      1.427          6        640:  13%|█▎        | 66/519 [00:33<04:19,  1.75it/s]
       6/80      0.94G      1.286      1.971      1.039       1.43          9        640:  13%|█▎        | 66/519 [00:34<04:19,  1.75it/s]
       6/80      0.94G      1.286      1.971      1.039       1.43          9        640:  13%|█▎        | 67/519 [00:34<03:38,  2.07it/s]
       6/80      0.94G      1.283      1.966      1.036      1.428         16        640:  13%|█▎        | 67/519 [00:34<03:38,  2.07it/s]
       6/80      0.94G      1.283      1.966      1.036      1.428         16        640:  13%|█▎        | 68/519 [00:34<03:04,  2.45it/s]
       6/80      0.94G      1.285      1.971      1.037      1.429         10        640:  13%|█▎        | 68/519 [00:35<03:04,  2.45it/s]
       6/80      0.94G      1.285      1.971      1.037      1.429         10        640:  13%|█▎        | 69/519 [00:35<04:53,  1.53it/s]
       6/80      0.94G      1.284      1.976      1.038      1.429         12        640:  13%|█▎        | 69/519 [00:35<04:53,  1.53it/s]
       6/80      0.94G      1.284      1.976      1.038      1.429         12        640:  13%|█▎        | 70/519 [00:35<03:58,  1.88it/s]
       6/80      0.94G      1.284      1.976      1.042      1.431          6        640:  13%|█▎        | 70/519 [00:35<03:58,  1.88it/s]
       6/80      0.94G      1.287       1.98      1.042      1.429         10        640:  13%|█▎        | 70/519 [00:36<03:58,  1.88it/s]
       6/80      0.94G      1.287       1.98      1.042      1.429         10        640:  14%|█▍        | 72/519 [00:36<02:34,  2.88it/s]
       6/80      0.94G      1.285      1.979      1.039      1.429         10        640:  14%|█▍        | 72/519 [00:37<02:34,  2.88it/s]
       6/80      0.94G      1.285      1.979      1.039      1.429         10        640:  14%|█▍        | 73/519 [00:37<03:52,  1.91it/s]
       6/80      0.94G       1.28      1.975      1.037      1.425         11        640:  14%|█▍        | 73/519 [00:37<03:52,  1.91it/s]
       6/80      0.94G       1.28      1.975      1.037      1.425         11        640:  14%|█▍        | 74/519 [00:37<03:24,  2.18it/s]
       6/80      0.94G       1.28      1.972      1.034      1.424         13        640:  14%|█▍        | 74/519 [00:37<03:24,  2.18it/s]
       6/80      0.94G       1.28      1.972      1.034      1.424         13        640:  14%|█▍        | 75/519 [00:37<02:54,  2.54it/s]
       6/80      0.94G       1.28      1.967      1.035      1.424         10        640:  14%|█▍        | 75/519 [00:37<02:54,  2.54it/s]
       6/80      0.94G       1.28      1.967      1.035      1.424         10        640:  15%|█▍        | 76/519 [00:37<02:34,  2.87it/s]
       6/80      0.94G      1.279      1.962      1.033      1.423          8        640:  15%|█▍        | 76/519 [00:39<02:34,  2.87it/s]
       6/80      0.94G      1.279      1.962      1.033      1.423          8        640:  15%|█▍        | 77/519 [00:39<04:52,  1.51it/s]
       6/80      0.94G      1.276      1.956      1.029      1.419         16        640:  15%|█▍        | 77/519 [00:39<04:52,  1.51it/s]
       6/80      0.94G      1.276      1.956      1.029      1.419         16        640:  15%|█▌        | 78/519 [00:39<03:57,  1.86it/s]
       6/80      0.94G       1.27      1.952      1.027      1.417         11        640:  15%|█▌        | 78/519 [00:39<03:57,  1.86it/s]
       6/80      0.94G       1.27      1.952      1.027      1.417         11        640:  15%|█▌        | 79/519 [00:39<03:19,  2.21it/s]
       6/80      0.94G      1.271      1.952      1.028      1.417          9        640:  15%|█▌        | 79/519 [00:40<03:19,  2.21it/s]
       6/80      0.94G      1.271      1.952      1.028      1.417          9        640:  15%|█▌        | 80/519 [00:40<02:51,  2.56it/s]
       6/80      0.94G       1.27       1.95      1.028      1.417         12        640:  15%|█▌        | 80/519 [00:41<02:51,  2.56it/s]
       6/80      0.94G       1.27       1.95      1.028      1.417         12        640:  16%|█▌        | 81/519 [00:41<05:23,  1.35it/s]
       6/80      0.94G       1.27      1.947      1.028      1.418         12        640:  16%|█▌        | 81/519 [00:41<05:23,  1.35it/s]
       6/80      0.94G       1.27      1.947      1.028      1.418         12        640:  16%|█▌        | 82/519 [00:41<04:06,  1.78it/s]
       6/80      0.94G      1.264      1.946      1.029      1.416          6        640:  16%|█▌        | 82/519 [00:41<04:06,  1.78it/s]
       6/80      0.94G      1.264      1.946      1.029      1.416          6        640:  16%|█▌        | 83/519 [00:41<03:11,  2.27it/s]
       6/80      0.94G      1.264      1.943      1.027      1.415         11        640:  16%|█▌        | 83/519 [00:42<03:11,  2.27it/s]
       6/80      0.94G      1.264      1.943      1.027      1.415         11        640:  16%|█▌        | 84/519 [00:42<02:49,  2.56it/s]
       6/80      0.94G      1.261      1.941      1.023      1.412         13        640:  16%|█▌        | 84/519 [00:43<02:49,  2.56it/s]
       6/80      0.94G      1.261      1.941      1.023      1.412         13        640:  16%|█▋        | 85/519 [00:43<04:33,  1.59it/s]
       6/80      0.94G      1.259       1.94      1.023      1.414          7        640:  16%|█▋        | 85/519 [00:43<04:33,  1.59it/s]
       6/80      0.94G      1.259       1.94      1.023      1.414          7        640:  17%|█▋        | 86/519 [00:43<03:36,  2.00it/s]
       6/80      0.94G      1.257      1.943      1.022      1.414         10        640:  17%|█▋        | 86/519 [00:43<03:36,  2.00it/s]
       6/80      0.94G      1.257      1.943      1.022      1.414         10        640:  17%|█▋        | 87/519 [00:43<02:59,  2.40it/s]
       6/80      0.94G      1.259       1.94       1.02      1.417         13        640:  17%|█▋        | 87/519 [00:44<02:59,  2.40it/s]
       6/80      0.94G      1.259       1.94       1.02      1.417         13        640:  17%|█▋        | 88/519 [00:44<02:40,  2.69it/s]
       6/80      0.94G      1.259       1.94      1.019      1.418          9        640:  17%|█▋        | 88/519 [00:45<02:40,  2.69it/s]
       6/80      0.94G      1.259       1.94      1.019      1.418          9        640:  17%|█▋        | 89/519 [00:45<03:53,  1.84it/s]
       6/80      0.94G      1.258      1.945      1.018      1.415         12        640:  17%|█▋        | 89/519 [00:45<03:53,  1.84it/s]
       6/80      0.94G      1.258      1.945      1.018      1.415         12        640:  17%|█▋        | 90/519 [00:45<03:21,  2.13it/s]
       6/80      0.94G      1.256      1.947      1.019      1.414         16        640:  17%|█▋        | 90/519 [00:45<03:21,  2.13it/s]
       6/80      0.94G      1.256      1.947      1.019      1.414         16        640:  18%|█▊        | 91/519 [00:45<02:53,  2.47it/s]
       6/80      0.94G      1.256      1.952      1.018      1.413         10        640:  18%|█▊        | 91/519 [00:45<02:53,  2.47it/s]
       6/80      0.94G      1.256      1.952      1.018      1.413         10        640:  18%|█▊        | 92/519 [00:45<02:35,  2.74it/s]
       6/80      0.94G      1.256      1.953      1.025      1.413         10        640:  18%|█▊        | 92/519 [00:46<02:35,  2.74it/s]
       6/80      0.94G      1.256      1.953      1.025      1.413         10        640:  18%|█▊        | 93/519 [00:46<04:06,  1.73it/s]
       6/80      0.94G      1.259      1.955      1.036      1.415          9        640:  18%|█▊        | 93/519 [00:47<04:06,  1.73it/s]
       6/80      0.94G      1.259      1.955      1.036      1.415          9        640:  18%|█▊        | 94/519 [00:47<03:15,  2.18it/s]
       6/80      0.94G      1.258      1.955      1.034      1.413         10        640:  18%|█▊        | 94/519 [00:47<03:15,  2.18it/s]
       6/80      0.94G      1.258      1.955      1.034      1.413         10        640:  18%|█▊        | 95/519 [00:47<02:46,  2.55it/s]
       6/80      0.94G      1.256      1.956      1.034      1.413         12        640:  18%|█▊        | 95/519 [00:47<02:46,  2.55it/s]
       6/80      0.94G      1.256      1.956      1.034      1.413         12        640:  18%|█▊        | 96/519 [00:47<02:28,  2.85it/s]
       6/80      0.94G      1.254      1.949      1.031      1.411         11        640:  18%|█▊        | 96/519 [00:48<02:28,  2.85it/s]
       6/80      0.94G      1.254      1.949      1.031      1.411         11        640:  19%|█▊        | 97/519 [00:48<04:07,  1.70it/s]
       6/80      0.94G      1.254      1.947      1.031      1.413          8        640:  19%|█▊        | 97/519 [00:48<04:07,  1.70it/s]
       6/80      0.94G      1.254      1.947      1.031      1.413          8        640:  19%|█▉        | 98/519 [00:48<03:23,  2.07it/s]
       6/80      0.94G      1.252      1.948      1.031      1.411         13        640:  19%|█▉        | 98/519 [00:49<03:23,  2.07it/s]
       6/80      0.94G      1.252      1.948      1.031      1.411         13        640:  19%|█▉        | 99/519 [00:49<02:39,  2.63it/s]
       6/80      0.94G      1.251      1.948      1.029       1.41         12        640:  19%|█▉        | 99/519 [00:49<02:39,  2.63it/s]
       6/80      0.94G      1.251      1.948      1.029       1.41         12        640:  19%|█▉        | 100/519 [00:49<02:32,  2.75it/s]
       6/80      0.94G      1.248      1.942      1.029      1.408          6        640:  19%|█▉        | 100/519 [00:50<02:32,  2.75it/s]
       6/80      0.94G      1.248      1.942      1.029      1.408          6        640:  19%|█▉        | 101/519 [00:50<03:46,  1.85it/s]
       6/80      0.94G       1.25      1.948      1.035      1.411          7        640:  19%|█▉        | 101/519 [00:50<03:46,  1.85it/s]
       6/80      0.94G       1.25      1.948      1.035      1.411          7        640:  20%|█▉        | 102/519 [00:50<02:57,  2.36it/s]
       6/80      0.94G      1.255      1.959      1.039      1.414          8        640:  20%|█▉        | 102/519 [00:50<02:57,  2.36it/s]
       6/80      0.94G      1.255      1.959      1.039      1.414          8        640:  20%|█▉        | 103/519 [00:50<02:30,  2.76it/s]
       6/80      0.94G      1.254      1.967      1.042      1.415          8        640:  20%|█▉        | 103/519 [00:50<02:30,  2.76it/s]
       6/80      0.94G      1.254      1.967      1.042      1.415          8        640:  20%|██        | 104/519 [00:50<02:11,  3.17it/s]
       6/80      0.94G      1.255      1.964      1.041      1.414          8        640:  20%|██        | 104/519 [00:51<02:11,  3.17it/s]
       6/80      0.94G      1.255      1.964      1.041      1.414          8        640:  20%|██        | 105/519 [00:51<02:56,  2.34it/s]
       6/80      0.94G      1.254      1.963      1.041      1.414         11        640:  20%|██        | 105/519 [00:51<02:56,  2.34it/s]
       6/80      0.94G      1.254      1.963      1.041      1.414         11        640:  20%|██        | 106/519 [00:51<02:33,  2.70it/s]
       6/80      0.94G      1.252      1.957      1.039      1.413         11        640:  20%|██        | 106/519 [00:52<02:33,  2.70it/s]
       6/80      0.94G      1.252      1.957      1.039      1.413         11        640:  21%|██        | 107/519 [00:52<02:22,  2.89it/s]
       6/80      0.94G      1.254       1.96      1.042      1.414          8        640:  21%|██        | 107/519 [00:52<02:22,  2.89it/s]
       6/80      0.94G      1.254       1.96      1.042      1.414          8        640:  21%|██        | 108/519 [00:52<02:03,  3.34it/s]
       6/80      0.94G      1.251      1.953      1.039      1.412         13        640:  21%|██        | 108/519 [00:53<02:03,  3.34it/s]
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       6/80      0.94G      1.251      1.951      1.039      1.413         13        640:  21%|██        | 109/519 [00:53<03:53,  1.76it/s]
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       6/80      0.94G      1.251      1.951      1.041      1.413         12        640:  21%|██▏       | 111/519 [00:54<02:41,  2.53it/s]
       6/80      0.94G      1.251      1.951       1.04      1.412         12        640:  21%|██▏       | 111/519 [00:54<02:41,  2.53it/s]
       6/80      0.94G      1.251      1.951       1.04      1.412         12        640:  22%|██▏       | 112/519 [00:54<02:28,  2.74it/s]
       6/80      0.94G      1.251      1.951      1.042      1.415          5        640:  22%|██▏       | 112/519 [00:55<02:28,  2.74it/s]
       6/80      0.94G      1.251      1.951      1.042      1.415          5        640:  22%|██▏       | 113/519 [00:55<03:58,  1.70it/s]
       6/80      0.94G      1.254       1.95      1.045      1.415         11        640:  22%|██▏       | 113/519 [00:55<03:58,  1.70it/s]
       6/80      0.94G      1.254       1.95      1.045      1.415         11        640:  22%|██▏       | 114/519 [00:55<03:15,  2.07it/s]
       6/80      0.94G      1.254      1.953      1.046      1.415         12        640:  22%|██▏       | 114/519 [00:55<03:15,  2.07it/s]
       6/80      0.94G      1.254      1.953      1.046      1.415         12        640:  22%|██▏       | 115/519 [00:55<02:50,  2.37it/s]
       6/80      0.94G      1.256      1.954      1.047      1.416         10        640:  22%|██▏       | 115/519 [00:56<02:50,  2.37it/s]
       6/80      0.94G      1.256      1.954      1.047      1.416         10        640:  22%|██▏       | 116/519 [00:56<02:22,  2.83it/s]
       6/80      0.94G      1.252      1.948      1.044      1.415          7        640:  22%|██▏       | 116/519 [00:57<02:22,  2.83it/s]
       6/80      0.94G      1.252      1.948      1.044      1.415          7        640:  23%|██▎       | 117/519 [00:57<04:01,  1.66it/s]
       6/80      0.94G      1.252       1.95      1.046      1.422          4        640:  23%|██▎       | 117/519 [00:57<04:01,  1.66it/s]
       6/80      0.94G      1.252       1.95      1.046      1.422          4        640:  23%|██▎       | 118/519 [00:57<03:17,  2.04it/s]
       6/80      0.94G      1.254      1.947      1.046      1.423         11        640:  23%|██▎       | 118/519 [00:57<03:17,  2.04it/s]
       6/80      0.94G      1.254      1.947      1.046      1.423         11        640:  23%|██▎       | 119/519 [00:57<02:51,  2.34it/s]
       6/80      0.94G      1.251      1.941      1.043      1.421         14        640:  23%|██▎       | 119/519 [00:58<02:51,  2.34it/s]
       6/80      0.94G      1.251      1.941      1.043      1.421         14        640:  23%|██▎       | 120/519 [00:58<02:31,  2.63it/s]
       6/80      0.94G      1.251      1.941      1.044       1.42         12        640:  23%|██▎       | 120/519 [00:58<02:31,  2.63it/s]
       6/80      0.94G      1.251      1.941      1.044       1.42         12        640:  23%|██▎       | 121/519 [00:58<03:20,  1.99it/s]
       6/80      0.94G      1.249      1.942      1.044       1.42          6        640:  23%|██▎       | 121/519 [00:59<03:20,  1.99it/s]
       6/80      0.94G      1.249      1.942      1.044       1.42          6        640:  24%|██▎       | 122/519 [00:59<02:57,  2.23it/s]
       6/80      0.94G      1.248      1.946      1.042       1.42         13        640:  24%|██▎       | 122/519 [00:59<02:57,  2.23it/s]
       6/80      0.94G      1.248      1.946      1.042       1.42         13        640:  24%|██▎       | 123/519 [00:59<02:35,  2.55it/s]
       6/80      0.94G      1.247      1.943       1.04      1.418         12        640:  24%|██▎       | 123/519 [00:59<02:35,  2.55it/s]
       6/80      0.94G      1.247      1.943       1.04      1.418         12        640:  24%|██▍       | 124/519 [00:59<02:19,  2.83it/s]
       6/80      0.94G      1.244      1.944      1.039      1.417          8        640:  24%|██▍       | 124/519 [01:00<02:19,  2.83it/s]
       6/80      0.94G      1.244      1.944      1.039      1.417          8        640:  24%|██▍       | 125/519 [01:00<03:54,  1.68it/s]
       6/80      0.94G      1.246      1.952       1.04      1.419         12        640:  24%|██▍       | 125/519 [01:01<03:54,  1.68it/s]
       6/80      0.94G      1.246      1.952       1.04      1.419         12        640:  24%|██▍       | 126/519 [01:01<03:10,  2.06it/s]
       6/80      0.94G      1.249       1.96      1.045      1.421         11        640:  24%|██▍       | 126/519 [01:01<03:10,  2.06it/s]
       6/80      0.94G      1.249       1.96      1.045      1.421         11        640:  24%|██▍       | 127/519 [01:01<02:41,  2.42it/s]
       6/80      0.94G       1.25      1.961      1.045      1.422         10        640:  24%|██▍       | 127/519 [01:01<02:41,  2.42it/s]
       6/80      0.94G       1.25      1.961      1.045      1.422         10        640:  25%|██▍       | 128/519 [01:01<02:15,  2.88it/s]
       6/80      0.94G      1.251       1.96      1.045      1.421         13        640:  25%|██▍       | 128/519 [01:02<02:15,  2.88it/s]
       6/80      0.94G      1.251       1.96      1.045      1.421         13        640:  25%|██▍       | 129/519 [01:02<03:26,  1.89it/s]
       6/80      0.94G       1.25      1.962      1.044       1.42         10        640:  25%|██▍       | 129/519 [01:02<03:26,  1.89it/s]
       6/80      0.94G       1.25      1.962      1.044       1.42         10        640:  25%|██▌       | 130/519 [01:02<02:55,  2.21it/s]
       6/80      0.94G      1.249      1.961      1.045      1.419         14        640:  25%|██▌       | 130/519 [01:03<02:55,  2.21it/s]
       6/80      0.94G      1.249      1.961      1.045      1.419         14        640:  25%|██▌       | 131/519 [01:03<02:29,  2.60it/s]
       6/80      0.94G      1.247      1.958      1.043      1.417         11        640:  25%|██▌       | 131/519 [01:03<02:29,  2.60it/s]
       6/80      0.94G      1.247      1.958      1.043      1.417         11        640:  25%|██▌       | 132/519 [01:03<02:09,  2.98it/s]
       6/80      0.94G      1.244      1.955      1.041      1.414         12        640:  25%|██▌       | 132/519 [01:04<02:09,  2.98it/s]
       6/80      0.94G      1.244      1.955      1.041      1.414         12        640:  26%|██▌       | 133/519 [01:04<03:47,  1.69it/s]
       6/80      0.94G      1.244      1.954       1.04      1.414         10        640:  26%|██▌       | 133/519 [01:04<03:47,  1.69it/s]
       6/80      0.94G      1.244      1.954       1.04      1.414         10        640:  26%|██▌       | 134/519 [01:04<02:58,  2.15it/s]
       6/80      0.94G      1.242      1.952      1.038      1.413         10        640:  26%|██▌       | 134/519 [01:04<02:58,  2.15it/s]
       6/80      0.94G      1.242      1.952      1.038      1.413         10        640:  26%|██▌       | 135/519 [01:04<02:24,  2.65it/s]
       6/80      0.94G      1.242      1.948      1.038      1.415          8        640:  26%|██▌       | 135/519 [01:05<02:24,  2.65it/s]
       6/80      0.94G      1.242      1.948      1.038      1.415          8        640:  26%|██▌       | 136/519 [01:05<02:11,  2.92it/s]
       6/80      0.94G       1.24      1.944      1.037      1.414          8        640:  26%|██▌       | 136/519 [01:06<02:11,  2.92it/s]
       6/80      0.94G       1.24      1.944      1.037      1.414          8        640:  26%|██▋       | 137/519 [01:06<03:51,  1.65it/s]
       6/80      0.94G      1.239      1.944      1.037      1.413          9        640:  26%|██▋       | 137/519 [01:06<03:51,  1.65it/s]
       6/80      0.94G      1.239      1.944      1.037      1.413          9        640:  27%|██▋       | 138/519 [01:06<03:20,  1.90it/s]
       6/80      0.94G      1.238      1.943      1.036      1.412         12        640:  27%|██▋       | 138/519 [01:06<03:20,  1.90it/s]
       6/80      0.94G      1.238      1.943      1.036      1.412         12        640:  27%|██▋       | 139/519 [01:06<02:49,  2.25it/s]
       6/80      0.94G      1.236      1.939      1.034      1.411         14        640:  27%|██▋       | 139/519 [01:07<02:49,  2.25it/s]
       6/80      0.94G      1.236      1.939      1.034      1.411         14        640:  27%|██▋       | 140/519 [01:07<02:25,  2.60it/s]
       6/80      0.94G      1.237      1.941      1.036      1.411          7        640:  27%|██▋       | 140/519 [01:08<02:25,  2.60it/s]
       6/80      0.94G      1.237      1.941      1.036      1.411          7        640:  27%|██▋       | 141/519 [01:08<03:46,  1.67it/s]
       6/80      0.94G      1.234      1.936      1.034       1.41          9        640:  27%|██▋       | 141/519 [01:08<03:46,  1.67it/s]
       6/80      0.94G      1.234      1.936      1.034       1.41          9        640:  27%|██▋       | 142/519 [01:08<03:05,  2.03it/s]
       6/80      0.94G      1.235      1.934      1.034      1.411          8        640:  27%|██▋       | 142/519 [01:08<03:05,  2.03it/s]
       6/80      0.94G      1.235      1.934      1.034      1.411          8        640:  28%|██▊       | 143/519 [01:08<02:32,  2.46it/s]
       6/80      0.94G      1.235      1.934      1.033       1.41         13        640:  28%|██▊       | 143/519 [01:08<02:32,  2.46it/s]
       6/80      0.94G      1.235      1.934      1.033       1.41         13        640:  28%|██▊       | 144/519 [01:08<02:18,  2.71it/s]
       6/80      0.94G      1.233      1.929      1.031      1.408          9        640:  28%|██▊       | 144/519 [01:10<02:18,  2.71it/s]
       6/80      0.94G      1.233      1.929      1.031      1.408          9        640:  28%|██▊       | 145/519 [01:10<03:38,  1.71it/s]
       6/80      0.94G      1.231      1.929      1.031      1.407         10        640:  28%|██▊       | 145/519 [01:10<03:38,  1.71it/s]
       6/80      0.94G      1.231      1.929      1.031      1.407         10        640:  28%|██▊       | 146/519 [01:10<02:58,  2.08it/s]
       6/80      0.94G       1.23      1.923      1.029      1.405          9        640:  28%|██▊       | 146/519 [01:10<02:58,  2.08it/s]
       6/80      0.94G       1.23      1.923      1.029      1.405          9        640:  28%|██▊       | 147/519 [01:10<02:34,  2.41it/s]
       6/80      0.94G      1.233      1.925      1.029      1.407         11        640:  28%|██▊       | 147/519 [01:10<02:34,  2.41it/s]
       6/80      0.94G      1.233      1.925      1.029      1.407         11        640:  29%|██▊       | 148/519 [01:10<02:14,  2.76it/s]
       6/80      0.94G      1.232      1.921      1.028      1.408          8        640:  29%|██▊       | 148/519 [01:11<02:14,  2.76it/s]
       6/80      0.94G      1.232      1.921      1.028      1.408          8        640:  29%|██▊       | 149/519 [01:11<03:07,  1.97it/s]
       6/80      0.94G      1.233      1.925      1.029      1.407         13        640:  29%|██▊       | 149/519 [01:11<03:07,  1.97it/s]
       6/80      0.94G      1.233      1.925      1.029      1.407         13        640:  29%|██▉       | 150/519 [01:11<02:38,  2.33it/s]
       6/80      0.94G      1.231      1.925      1.027      1.407         11        640:  29%|██▉       | 150/519 [01:12<02:38,  2.33it/s]
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       6/80      0.94G      1.231      1.924      1.026      1.405         14        640:  29%|██▉       | 151/519 [01:12<02:15,  2.72it/s]
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       6/80      0.94G      1.231      1.926      1.027      1.406         12        640:  29%|██▉       | 152/519 [01:13<01:59,  3.07it/s]
       6/80      0.94G      1.231      1.926      1.027      1.406         12        640:  29%|██▉       | 153/519 [01:13<03:13,  1.90it/s]
       6/80      0.94G      1.234      1.929      1.029       1.41          6        640:  29%|██▉       | 153/519 [01:13<03:13,  1.90it/s]
       6/80      0.94G      1.234      1.929      1.029       1.41          6        640:  30%|██▉       | 154/519 [01:13<02:53,  2.11it/s]
       6/80      0.94G      1.233      1.933      1.028      1.409          7        640:  30%|██▉       | 154/519 [01:13<02:53,  2.11it/s]
       6/80      0.94G      1.233      1.933      1.028      1.409          7        640:  30%|██▉       | 155/519 [01:13<02:26,  2.49it/s]
       6/80      0.94G      1.233      1.928      1.027      1.408          7        640:  30%|██▉       | 155/519 [01:14<02:26,  2.49it/s]
       6/80      0.94G      1.233      1.928      1.027      1.408          7        640:  30%|███       | 156/519 [01:14<02:06,  2.86it/s]
       6/80      0.94G      1.231      1.927      1.025      1.407          8        640:  30%|███       | 156/519 [01:15<02:06,  2.86it/s]
       6/80      0.94G      1.231      1.927      1.025      1.407          8        640:  30%|███       | 157/519 [01:15<03:14,  1.86it/s]
       6/80      0.94G       1.23      1.924      1.024      1.406          9        640:  30%|███       | 157/519 [01:15<03:14,  1.86it/s]
       6/80      0.94G       1.23      1.924      1.024      1.406          9        640:  30%|███       | 158/519 [01:15<02:46,  2.17it/s]
       6/80      0.94G      1.229      1.926      1.024      1.406          8        640:  30%|███       | 158/519 [01:15<02:46,  2.17it/s]
       6/80      0.94G      1.229      1.926      1.024      1.406          8        640:  31%|███       | 159/519 [01:15<02:14,  2.68it/s]
       6/80      0.94G      1.227      1.925      1.023      1.405          9        640:  31%|███       | 159/519 [01:15<02:14,  2.68it/s]
       6/80      0.94G      1.227      1.925      1.023      1.405          9        640:  31%|███       | 160/519 [01:15<02:21,  2.54it/s]
       6/80      0.94G      1.226       1.92      1.021      1.404          7        640:  31%|███       | 160/519 [01:16<02:21,  2.54it/s]
       6/80      0.94G      1.226       1.92      1.021      1.404          7        640:  31%|███       | 161/519 [01:16<02:49,  2.11it/s]
       6/80      0.94G      1.227      1.925      1.021      1.406          7        640:  31%|███       | 161/519 [01:16<02:49,  2.11it/s]
       6/80      0.94G      1.227      1.925      1.021      1.406          7        640:  31%|███       | 162/519 [01:16<02:15,  2.63it/s]
       6/80      0.94G      1.226      1.923      1.021      1.405          9        640:  31%|███       | 162/519 [01:17<02:15,  2.63it/s]
       6/80      0.94G      1.226      1.923      1.021      1.405          9        640:  31%|███▏      | 163/519 [01:17<01:59,  2.98it/s]
       6/80      0.94G      1.224      1.919       1.02      1.404         15        640:  31%|███▏      | 163/519 [01:17<01:59,  2.98it/s]
       6/80      0.94G      1.224      1.919       1.02      1.404         15        640:  32%|███▏      | 164/519 [01:17<02:36,  2.26it/s]
       6/80      0.94G      1.223      1.924      1.019      1.404         10        640:  32%|███▏      | 164/519 [01:19<02:36,  2.26it/s]
       6/80      0.94G      1.223      1.924      1.019      1.404         10        640:  32%|███▏      | 165/519 [01:19<04:26,  1.33it/s]
       6/80      0.94G      1.221      1.921      1.018      1.403         11        640:  32%|███▏      | 165/519 [01:19<04:26,  1.33it/s]
       6/80      0.94G      1.221      1.921      1.018      1.403         11        640:  32%|███▏      | 166/519 [01:19<03:26,  1.71it/s]
       6/80      0.94G       1.22      1.918      1.017      1.402         15        640:  32%|███▏      | 166/519 [01:19<03:26,  1.71it/s]
       6/80      0.94G       1.22      1.918      1.017      1.402         15        640:  32%|███▏      | 167/519 [01:19<02:44,  2.14it/s]
       6/80      0.94G      1.221       1.92      1.018      1.402          9        640:  32%|███▏      | 167/519 [01:19<02:44,  2.14it/s]
       6/80      0.94G      1.221       1.92      1.018      1.402          9        640:  32%|███▏      | 168/519 [01:19<02:17,  2.55it/s]
       6/80      0.94G       1.22       1.92      1.018      1.401         10        640:  32%|███▏      | 168/519 [01:21<02:17,  2.55it/s]
       6/80      0.94G       1.22       1.92      1.018      1.401         10        640:  33%|███▎      | 169/519 [01:21<03:55,  1.49it/s]
       6/80      0.94G       1.22      1.918      1.017        1.4         12        640:  33%|███▎      | 169/519 [01:21<03:55,  1.49it/s]
       6/80      0.94G       1.22      1.918      1.017        1.4         12        640:  33%|███▎      | 170/519 [01:21<03:07,  1.86it/s]
       6/80      0.94G      1.219      1.915      1.016        1.4          4        640:  33%|███▎      | 170/519 [01:21<03:07,  1.86it/s]
       6/80      0.94G      1.219      1.915      1.016        1.4          4        640:  33%|███▎      | 171/519 [01:21<02:39,  2.18it/s]
       6/80      0.94G      1.219      1.916      1.016        1.4         11        640:  33%|███▎      | 171/519 [01:21<02:39,  2.18it/s]
       6/80      0.94G      1.219      1.916      1.016        1.4         11        640:  33%|███▎      | 172/519 [01:21<02:15,  2.57it/s]
       6/80      0.94G      1.219      1.916      1.015      1.399         11        640:  33%|███▎      | 172/519 [01:22<02:15,  2.57it/s]
       6/80      0.94G      1.219      1.916      1.015      1.399         11        640:  33%|███▎      | 173/519 [01:22<03:26,  1.68it/s]
       6/80      0.94G       1.22      1.915      1.016        1.4          8        640:  33%|███▎      | 173/519 [01:23<03:26,  1.68it/s]
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       6/80      0.94G      1.202      1.907     0.9954      1.382         11        640:  58%|█████▊    | 299/519 [02:20<01:58,  1.85it/s]
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       6/80      0.94G      1.197      1.904     0.9954      1.382          9        640:  66%|██████▌   | 340/519 [02:40<01:01,  2.93it/s]
       6/80      0.94G      1.197      1.904     0.9954      1.382          9        640:  66%|██████▌   | 341/519 [02:40<02:25,  1.22it/s]
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       6/80      0.94G        1.2       1.91     0.9975      1.383         12        640:  70%|███████   | 365/519 [02:51<01:53,  1.35it/s]
       6/80      0.94G        1.2       1.91      0.997      1.382          8        640:  70%|███████   | 365/519 [02:51<01:53,  1.35it/s]
       6/80      0.94G        1.2       1.91      0.997      1.382          8        640:  71%|███████   | 366/519 [02:51<01:28,  1.74it/s]
       6/80      0.94G        1.2      1.911     0.9977      1.382         13        640:  71%|███████   | 366/519 [02:51<01:28,  1.74it/s]
       6/80      0.94G        1.2      1.911     0.9977      1.382         13        640:  71%|███████   | 367/519 [02:51<01:11,  2.13it/s]
       6/80      0.94G        1.2      1.912     0.9979      1.383          9        640:  71%|███████   | 367/519 [02:52<01:11,  2.13it/s]
       6/80      0.94G        1.2      1.912     0.9979      1.383          9        640:  71%|███████   | 368/519 [02:52<01:01,  2.44it/s]
       6/80      0.94G        1.2      1.912     0.9983      1.383          8        640:  71%|███████   | 368/519 [02:53<01:01,  2.44it/s]
       6/80      0.94G        1.2      1.912     0.9983      1.383          8        640:  71%|███████   | 369/519 [02:53<01:36,  1.55it/s]
       6/80      0.94G      1.201      1.912     0.9987      1.383         14        640:  71%|███████   | 369/519 [02:53<01:36,  1.55it/s]
       6/80      0.94G      1.201      1.912     0.9987      1.383         14        640:  71%|███████▏  | 370/519 [02:53<01:17,  1.92it/s]
       6/80      0.94G      1.202      1.914     0.9993      1.384          9        640:  71%|███████▏  | 370/519 [02:53<01:17,  1.92it/s]
       6/80      0.94G      1.202      1.914     0.9993      1.384          9        640:  71%|███████▏  | 371/519 [02:53<01:05,  2.26it/s]
       6/80      0.94G      1.202      1.913     0.9988      1.384         11        640:  71%|███████▏  | 371/519 [02:54<01:05,  2.26it/s]
       6/80      0.94G      1.202      1.913     0.9988      1.384         11        640:  72%|███████▏  | 372/519 [02:54<00:56,  2.58it/s]
       6/80      0.94G      1.201      1.912     0.9982      1.384         13        640:  72%|███████▏  | 372/519 [02:54<00:56,  2.58it/s]
       6/80      0.94G      1.201      1.912     0.9982      1.384         13        640:  72%|███████▏  | 373/519 [02:54<01:21,  1.80it/s]
       6/80      0.94G      1.203      1.914     0.9989      1.385         11        640:  72%|███████▏  | 373/519 [02:55<01:21,  1.80it/s]
       6/80      0.94G      1.203      1.914     0.9989      1.385         11        640:  72%|███████▏  | 374/519 [02:55<01:06,  2.19it/s]
       6/80      0.94G      1.203      1.914     0.9993      1.385         13        640:  72%|███████▏  | 374/519 [02:55<01:06,  2.19it/s]
       6/80      0.94G      1.203      1.914     0.9993      1.385         13        640:  72%|███████▏  | 375/519 [02:55<00:56,  2.56it/s]
       6/80      0.94G      1.204      1.918      1.002      1.387          8        640:  72%|███████▏  | 375/519 [02:55<00:56,  2.56it/s]
       6/80      0.94G      1.204      1.918      1.002      1.387          8        640:  72%|███████▏  | 376/519 [02:55<00:47,  2.99it/s]
       6/80      0.94G      1.203      1.917      1.001      1.386         12        640:  72%|███████▏  | 376/519 [02:56<00:47,  2.99it/s]
       6/80      0.94G      1.203      1.917      1.001      1.386         12        640:  73%|███████▎  | 377/519 [02:56<01:19,  1.78it/s]
       6/80      0.94G      1.203      1.916          1      1.386         11        640:  73%|███████▎  | 377/519 [02:56<01:19,  1.78it/s]
       6/80      0.94G      1.203      1.916          1      1.386         11        640:  73%|███████▎  | 378/519 [02:56<01:06,  2.11it/s]
       6/80      0.94G      1.203      1.916          1      1.386          9        640:  73%|███████▎  | 378/519 [02:57<01:06,  2.11it/s]
       6/80      0.94G      1.203      1.916          1      1.386          9        640:  73%|███████▎  | 379/519 [02:57<00:55,  2.53it/s]
       6/80      0.94G      1.203      1.916          1      1.385         13        640:  73%|███████▎  | 379/519 [02:57<00:55,  2.53it/s]
       6/80      0.94G      1.203      1.916          1      1.385         13        640:  73%|███████▎  | 380/519 [02:57<00:46,  2.99it/s]
       6/80      0.94G      1.202      1.914     0.9997      1.385          9        640:  73%|███████▎  | 380/519 [02:58<00:46,  2.99it/s]
       6/80      0.94G      1.202      1.914     0.9997      1.385          9        640:  73%|███████▎  | 381/519 [02:58<01:07,  2.03it/s]
       6/80      0.94G      1.202      1.914     0.9989      1.385         14        640:  73%|███████▎  | 381/519 [02:58<01:07,  2.03it/s]
       6/80      0.94G      1.202      1.914     0.9989      1.385         14        640:  74%|███████▎  | 382/519 [02:58<00:57,  2.40it/s]
       6/80      0.94G      1.202      1.913     0.9986      1.385         13        640:  74%|███████▎  | 382/519 [02:58<00:57,  2.40it/s]
       6/80      0.94G      1.202      1.913     0.9986      1.385         13        640:  74%|███████▍  | 383/519 [02:58<00:51,  2.64it/s]
       6/80      0.94G      1.202      1.913     0.9987      1.384          9        640:  74%|███████▍  | 383/519 [02:58<00:51,  2.64it/s]
       6/80      0.94G      1.202      1.913     0.9987      1.384          9        640:  74%|███████▍  | 384/519 [02:58<00:43,  3.12it/s]
       6/80      0.94G      1.201      1.913     0.9987      1.384         10        640:  74%|███████▍  | 384/519 [03:00<00:43,  3.12it/s]
       6/80      0.94G      1.201      1.913     0.9987      1.384         10        640:  74%|███████▍  | 385/519 [03:00<01:11,  1.86it/s]
       6/80      0.94G      1.202      1.913     0.9983      1.385         11        640:  74%|███████▍  | 385/519 [03:00<01:11,  1.86it/s]
       6/80      0.94G      1.202      1.913     0.9983      1.385         11        640:  74%|███████▍  | 386/519 [03:00<01:01,  2.15it/s]
       6/80      0.94G      1.202      1.915      0.998      1.385         11        640:  74%|███████▍  | 386/519 [03:00<01:01,  2.15it/s]
       6/80      0.94G      1.202      1.915      0.998      1.385         11        640:  75%|███████▍  | 387/519 [03:00<00:50,  2.62it/s]
       6/80      0.94G      1.202      1.916     0.9981      1.385         11        640:  75%|███████▍  | 387/519 [03:00<00:50,  2.62it/s]
       6/80      0.94G      1.202      1.916     0.9981      1.385         11        640:  75%|███████▍  | 388/519 [03:00<00:44,  2.96it/s]
       6/80      0.94G      1.203      1.919     0.9993      1.384         10        640:  75%|███████▍  | 388/519 [03:01<00:44,  2.96it/s]
       6/80      0.94G      1.203      1.919     0.9993      1.384         10        640:  75%|███████▍  | 389/519 [03:01<01:18,  1.65it/s]
       6/80      0.94G      1.203      1.919     0.9999      1.384         10        640:  75%|███████▍  | 389/519 [03:02<01:18,  1.65it/s]
       6/80      0.94G      1.203      1.919     0.9999      1.384         10        640:  75%|███████▌  | 390/519 [03:02<01:04,  2.00it/s]
       6/80      0.94G      1.203      1.918     0.9993      1.384         10        640:  75%|███████▌  | 390/519 [03:02<01:04,  2.00it/s]
       6/80      0.94G      1.203      1.918     0.9993      1.384         10        640:  75%|███████▌  | 391/519 [03:02<00:52,  2.43it/s]
       6/80      0.94G      1.202      1.916     0.9985      1.384         11        640:  75%|███████▌  | 391/519 [03:02<00:52,  2.43it/s]
       6/80      0.94G      1.202      1.916     0.9985      1.384         11        640:  76%|███████▌  | 392/519 [03:02<00:46,  2.73it/s]
       6/80      0.94G      1.202      1.915     0.9977      1.383         11        640:  76%|███████▌  | 392/519 [03:04<00:46,  2.73it/s]
       6/80      0.94G      1.202      1.915     0.9977      1.383         11        640:  76%|███████▌  | 393/519 [03:04<01:24,  1.49it/s]
       6/80      0.94G      1.202      1.915     0.9974      1.384          9        640:  76%|███████▌  | 393/519 [03:04<01:24,  1.49it/s]
       6/80      0.94G      1.202      1.915     0.9974      1.384          9        640:  76%|███████▌  | 394/519 [03:04<01:08,  1.84it/s]
       6/80      0.94G      1.201      1.914     0.9966      1.383         11        640:  76%|███████▌  | 394/519 [03:04<01:08,  1.84it/s]
       6/80      0.94G      1.201      1.914     0.9966      1.383         11        640:  76%|███████▌  | 395/519 [03:04<00:54,  2.28it/s]
       6/80      0.94G        1.2      1.915     0.9966      1.383         11        640:  76%|███████▌  | 395/519 [03:04<00:54,  2.28it/s]
       6/80      0.94G        1.2      1.915     0.9966      1.383         11        640:  76%|███████▋  | 396/519 [03:04<00:48,  2.51it/s]
       6/80      0.94G      1.201      1.915     0.9964      1.383          8        640:  76%|███████▋  | 396/519 [03:05<00:48,  2.51it/s]
       6/80      0.94G      1.201      1.915     0.9964      1.383          8        640:  76%|███████▋  | 397/519 [03:05<01:01,  2.00it/s]
       6/80      0.94G        1.2      1.914     0.9958      1.383          9        640:  76%|███████▋  | 397/519 [03:05<01:01,  2.00it/s]
       6/80      0.94G        1.2      1.914     0.9958      1.383          9        640:  77%|███████▋  | 398/519 [03:05<00:52,  2.31it/s]
       6/80      0.94G        1.2      1.915     0.9961      1.382         11        640:  77%|███████▋  | 398/519 [03:06<00:52,  2.31it/s]
       6/80      0.94G        1.2      1.915     0.9961      1.382         11        640:  77%|███████▋  | 399/519 [03:06<00:46,  2.60it/s]
       6/80      0.94G        1.2      1.915     0.9963      1.382          9        640:  77%|███████▋  | 399/519 [03:06<00:46,  2.60it/s]
       6/80      0.94G        1.2      1.915     0.9963      1.382          9        640:  77%|███████▋  | 400/519 [03:06<00:38,  3.06it/s]
       6/80      0.94G        1.2      1.914     0.9964      1.383         12        640:  77%|███████▋  | 400/519 [03:06<00:38,  3.06it/s]
       6/80      0.94G        1.2      1.914     0.9964      1.383         12        640:  77%|███████▋  | 401/519 [03:06<00:51,  2.29it/s]
       6/80      0.94G        1.2      1.916     0.9972      1.384         12        640:  77%|███████▋  | 401/519 [03:07<00:51,  2.29it/s]
       6/80      0.94G        1.2      1.916     0.9972      1.384         12        640:  77%|███████▋  | 402/519 [03:07<00:43,  2.69it/s]
       6/80      0.94G        1.2      1.916      0.997      1.384         11        640:  77%|███████▋  | 402/519 [03:07<00:43,  2.69it/s]
       6/80      0.94G        1.2      1.916      0.997      1.384         11        640:  78%|███████▊  | 403/519 [03:07<00:38,  3.00it/s]
       6/80      0.94G        1.2      1.919     0.9968      1.384          7        640:  78%|███████▊  | 403/519 [03:07<00:38,  3.00it/s]
       6/80      0.94G        1.2      1.919     0.9968      1.384          7        640:  78%|███████▊  | 404/519 [03:07<00:34,  3.37it/s]
       6/80      0.94G      1.201       1.92     0.9964      1.385         11        640:  78%|███████▊  | 404/519 [03:09<00:34,  3.37it/s]
       6/80      0.94G      1.201       1.92     0.9964      1.385         11        640:  78%|███████▊  | 405/519 [03:09<01:11,  1.59it/s]
       6/80      0.94G      1.201      1.921     0.9963      1.384         11        640:  78%|███████▊  | 405/519 [03:09<01:11,  1.59it/s]
       6/80      0.94G      1.201      1.921     0.9963      1.384         11        640:  78%|███████▊  | 406/519 [03:09<00:55,  2.04it/s]
       6/80      0.94G        1.2       1.92     0.9958      1.384         10        640:  78%|███████▊  | 406/519 [03:09<00:55,  2.04it/s]
       6/80      0.94G        1.2       1.92     0.9958      1.384         10        640:  78%|███████▊  | 407/519 [03:09<00:45,  2.46it/s]
       6/80      0.94G        1.2      1.919     0.9956      1.384          9        640:  78%|███████▊  | 407/519 [03:09<00:45,  2.46it/s]
       6/80      0.94G        1.2      1.919     0.9956      1.384          9        640:  79%|███████▊  | 408/519 [03:09<00:38,  2.86it/s]
       6/80      0.94G      1.199      1.918     0.9952      1.383         13        640:  79%|███████▊  | 408/519 [03:10<00:38,  2.86it/s]
       6/80      0.94G      1.199      1.918     0.9952      1.383         13        640:  79%|███████▉  | 409/519 [03:10<01:03,  1.72it/s]
       6/80      0.94G      1.199      1.918     0.9946      1.383         13        640:  79%|███████▉  | 409/519 [03:11<01:03,  1.72it/s]
       6/80      0.94G      1.199      1.918     0.9946      1.383         13        640:  79%|███████▉  | 410/519 [03:11<00:51,  2.10it/s]
       6/80      0.94G        1.2      1.922     0.9945      1.384          9        640:  79%|███████▉  | 410/519 [03:11<00:51,  2.10it/s]
       6/80      0.94G        1.2      1.922     0.9945      1.384          9        640:  79%|███████▉  | 411/519 [03:11<00:44,  2.42it/s]
       6/80      0.94G      1.199      1.921     0.9939      1.383         13        640:  79%|███████▉  | 411/519 [03:11<00:44,  2.42it/s]
       6/80      0.94G      1.199      1.921     0.9939      1.383         13        640:  79%|███████▉  | 412/519 [03:11<00:38,  2.79it/s]
       6/80      0.94G      1.199      1.921      0.994      1.383          8        640:  79%|███████▉  | 412/519 [03:12<00:38,  2.79it/s]
       6/80      0.94G      1.199      1.921      0.994      1.383          8        640:  80%|███████▉  | 413/519 [03:12<00:52,  2.02it/s]
       6/80      0.94G      1.199      1.921     0.9933      1.383          8        640:  80%|███████▉  | 413/519 [03:12<00:52,  2.02it/s]
       6/80      0.94G      1.199      1.921     0.9933      1.383          8        640:  80%|███████▉  | 414/519 [03:12<00:43,  2.41it/s]
       6/80      0.94G      1.199      1.921     0.9937      1.383         10        640:  80%|███████▉  | 414/519 [03:12<00:43,  2.41it/s]
       6/80      0.94G      1.199      1.921     0.9937      1.383         10        640:  80%|███████▉  | 415/519 [03:12<00:36,  2.82it/s]
       6/80      0.94G      1.199      1.921      0.993      1.383         13        640:  80%|███████▉  | 415/519 [03:13<00:36,  2.82it/s]
       6/80      0.94G      1.199      1.921      0.993      1.383         13        640:  80%|████████  | 416/519 [03:13<00:33,  3.03it/s]
       6/80      0.94G      1.199       1.92     0.9927      1.383          9        640:  80%|████████  | 416/519 [03:13<00:33,  3.03it/s]
       6/80      0.94G      1.199       1.92     0.9927      1.383          9        640:  80%|████████  | 417/519 [03:13<00:52,  1.96it/s]
       6/80      0.94G      1.199      1.919     0.9924      1.382         13        640:  80%|████████  | 417/519 [03:14<00:52,  1.96it/s]
       6/80      0.94G      1.199      1.919     0.9924      1.382         13        640:  81%|████████  | 418/519 [03:14<00:42,  2.38it/s]
       6/80      0.94G      1.198      1.919     0.9921      1.382         13        640:  81%|████████  | 418/519 [03:14<00:42,  2.38it/s]
       6/80      0.94G      1.198      1.919     0.9921      1.382         13        640:  81%|████████  | 419/519 [03:14<00:37,  2.69it/s]
       6/80      0.94G      1.198      1.919     0.9914      1.382          9        640:  81%|████████  | 419/519 [03:14<00:37,  2.69it/s]
       6/80      0.94G      1.198      1.919     0.9914      1.382          9        640:  81%|████████  | 420/519 [03:14<00:31,  3.10it/s]
       6/80      0.94G      1.197      1.919     0.9914      1.381         16        640:  81%|████████  | 420/519 [03:16<00:31,  3.10it/s]
       6/80      0.94G      1.197      1.919     0.9914      1.381         16        640:  81%|████████  | 421/519 [03:16<01:06,  1.48it/s]
       6/80      0.94G      1.197      1.919     0.9915      1.381         12        640:  81%|████████  | 421/519 [03:16<01:06,  1.48it/s]
       6/80      0.94G      1.197      1.919     0.9915      1.381         12        640:  81%|████████▏ | 422/519 [03:16<00:52,  1.84it/s]
       6/80      0.94G      1.197       1.92     0.9918      1.381         10        640:  81%|████████▏ | 422/519 [03:16<00:52,  1.84it/s]
       6/80      0.94G      1.197       1.92     0.9918      1.381         10        640:  82%|████████▏ | 423/519 [03:16<00:43,  2.18it/s]
       6/80      0.94G      1.197      1.919     0.9914      1.381         10        640:  82%|████████▏ | 423/519 [03:16<00:43,  2.18it/s]
       6/80      0.94G      1.197      1.919     0.9914      1.381         10        640:  82%|████████▏ | 424/519 [03:16<00:37,  2.56it/s]
       6/80      0.94G      1.197       1.92     0.9914       1.38          9        640:  82%|████████▏ | 424/519 [03:17<00:37,  2.56it/s]
       6/80      0.94G      1.197       1.92     0.9914       1.38          9        640:  82%|████████▏ | 425/519 [03:17<00:49,  1.89it/s]
       6/80      0.94G      1.198       1.92     0.9916      1.381         12        640:  82%|████████▏ | 425/519 [03:18<00:49,  1.89it/s]
       6/80      0.94G      1.198       1.92     0.9916      1.381         12        640:  82%|████████▏ | 426/519 [03:18<00:43,  2.12it/s]
       6/80      0.94G      1.199      1.921     0.9918      1.382          7        640:  82%|████████▏ | 426/519 [03:18<00:43,  2.12it/s]
       6/80      0.94G      1.199      1.921     0.9918      1.382          7        640:  82%|████████▏ | 427/519 [03:18<00:37,  2.49it/s]
       6/80      0.94G      1.199      1.921     0.9919      1.382         14        640:  82%|████████▏ | 427/519 [03:18<00:37,  2.49it/s]
       6/80      0.94G      1.199      1.921     0.9919      1.382         14        640:  82%|████████▏ | 428/519 [03:18<00:32,  2.82it/s]
       6/80      0.94G      1.199      1.921     0.9917      1.382          6        640:  82%|████████▏ | 428/519 [03:19<00:32,  2.82it/s]
       6/80      0.94G      1.199      1.921     0.9917      1.382          6        640:  83%|████████▎ | 429/519 [03:19<01:00,  1.49it/s]
       6/80      0.94G      1.199      1.922     0.9917      1.382          7        640:  83%|████████▎ | 429/519 [03:20<01:00,  1.49it/s]
       6/80      0.94G      1.199      1.922     0.9917      1.382          7        640:  83%|████████▎ | 430/519 [03:20<00:46,  1.90it/s]
       6/80      0.94G      1.198      1.921     0.9909      1.381          7        640:  83%|████████▎ | 430/519 [03:20<00:46,  1.90it/s]
       6/80      0.94G      1.198      1.921     0.9909      1.381          7        640:  83%|████████▎ | 431/519 [03:20<00:37,  2.34it/s]
       6/80      0.94G      1.198       1.92     0.9905      1.381         13        640:  83%|████████▎ | 431/519 [03:20<00:37,  2.34it/s]
       6/80      0.94G      1.198       1.92     0.9905      1.381         13        640:  83%|████████▎ | 432/519 [03:20<00:32,  2.67it/s]
       6/80      0.94G      1.197      1.918     0.9897      1.381          8        640:  83%|████████▎ | 432/519 [03:21<00:32,  2.67it/s]
       6/80      0.94G      1.197      1.918     0.9897      1.381          8        640:  83%|████████▎ | 433/519 [03:21<00:42,  2.04it/s]
       6/80      0.94G      1.197      1.918     0.9901      1.381         12        640:  83%|████████▎ | 433/519 [03:21<00:42,  2.04it/s]
       6/80      0.94G      1.197      1.918     0.9901      1.381         12        640:  84%|████████▎ | 434/519 [03:21<00:33,  2.50it/s]
       6/80      0.94G      1.197      1.918     0.9903      1.381          8        640:  84%|████████▎ | 434/519 [03:21<00:33,  2.50it/s]
       6/80      0.94G      1.197      1.918     0.9903      1.381          8        640:  84%|████████▍ | 435/519 [03:21<00:29,  2.83it/s]
       6/80      0.94G      1.196      1.916     0.9894       1.38         11        640:  84%|████████▍ | 435/519 [03:21<00:29,  2.83it/s]
       6/80      0.94G      1.196      1.916     0.9894       1.38         11        640:  84%|████████▍ | 436/519 [03:21<00:25,  3.23it/s]
       6/80      0.94G      1.196      1.915     0.9893       1.38         10        640:  84%|████████▍ | 436/519 [03:23<00:25,  3.23it/s]
       6/80      0.94G      1.196      1.915     0.9893       1.38         10        640:  84%|████████▍ | 437/519 [03:23<00:55,  1.48it/s]
       6/80      0.94G      1.195      1.914     0.9891      1.379         13        640:  84%|████████▍ | 437/519 [03:23<00:55,  1.48it/s]
       6/80      0.94G      1.195      1.914     0.9891      1.379         13        640:  84%|████████▍ | 438/519 [03:23<00:43,  1.85it/s]
       6/80      0.94G      1.195      1.915     0.9891      1.379         11        640:  84%|████████▍ | 438/519 [03:23<00:43,  1.85it/s]
       6/80      0.94G      1.195      1.915     0.9891      1.379         11        640:  85%|████████▍ | 439/519 [03:23<00:34,  2.30it/s]
       6/80      0.94G      1.195      1.915     0.9893      1.379         10        640:  85%|████████▍ | 439/519 [03:24<00:34,  2.30it/s]
       6/80      0.94G      1.195      1.915     0.9893      1.379         10        640:  85%|████████▍ | 440/519 [03:24<00:31,  2.52it/s]
       6/80      0.94G      1.195      1.915     0.9895      1.379         10        640:  85%|████████▍ | 440/519 [03:25<00:31,  2.52it/s]
       6/80      0.94G      1.195      1.915     0.9895      1.379         10        640:  85%|████████▍ | 441/519 [03:25<00:45,  1.72it/s]
       6/80      0.94G      1.195      1.917     0.9896      1.379          8        640:  85%|████████▍ | 441/519 [03:25<00:45,  1.72it/s]
       6/80      0.94G      1.195      1.917     0.9896      1.379          8        640:  85%|████████▌ | 442/519 [03:25<00:37,  2.06it/s]
       6/80      0.94G      1.196      1.918     0.9904       1.38          8        640:  85%|████████▌ | 442/519 [03:25<00:37,  2.06it/s]
       6/80      0.94G      1.196      1.918     0.9904       1.38          8        640:  85%|████████▌ | 443/519 [03:25<00:32,  2.35it/s]
       6/80      0.94G      1.196      1.918     0.9905       1.38         12        640:  85%|████████▌ | 443/519 [03:26<00:32,  2.35it/s]
       6/80      0.94G      1.196      1.918     0.9905       1.38         12        640:  86%|████████▌ | 444/519 [03:26<00:28,  2.66it/s]
       6/80      0.94G      1.196      1.917     0.9898      1.379         11        640:  86%|████████▌ | 444/519 [03:27<00:28,  2.66it/s]
       6/80      0.94G      1.196      1.917     0.9898      1.379         11        640:  86%|████████▌ | 445/519 [03:27<00:40,  1.83it/s]
       6/80      0.94G      1.196      1.918     0.9902       1.38         12        640:  86%|████████▌ | 445/519 [03:27<00:40,  1.83it/s]
       6/80      0.94G      1.196      1.918     0.9902       1.38         12        640:  86%|████████▌ | 446/519 [03:27<00:32,  2.23it/s]
       6/80      0.94G      1.196      1.918     0.9893      1.379         10        640:  86%|████████▌ | 446/519 [03:27<00:32,  2.23it/s]
       6/80      0.94G      1.196      1.918     0.9893      1.379         10        640:  86%|████████▌ | 447/519 [03:27<00:27,  2.61it/s]
       6/80      0.94G      1.195      1.917      0.989       1.38          8        640:  86%|████████▌ | 447/519 [03:27<00:27,  2.61it/s]
       6/80      0.94G      1.195      1.917      0.989       1.38          8        640:  86%|████████▋ | 448/519 [03:27<00:23,  2.96it/s]
       6/80      0.94G      1.195      1.917     0.9894       1.38         13        640:  86%|████████▋ | 448/519 [03:28<00:23,  2.96it/s]
       6/80      0.94G      1.195      1.917     0.9894       1.38         13        640:  87%|████████▋ | 449/519 [03:28<00:32,  2.12it/s]
       6/80      0.94G      1.196      1.918     0.9903       1.38          7        640:  87%|████████▋ | 449/519 [03:28<00:32,  2.12it/s]
       6/80      0.94G      1.196      1.918     0.9903       1.38          7        640:  87%|████████▋ | 450/519 [03:28<00:27,  2.51it/s]
       6/80      0.94G      1.196      1.916       0.99       1.38         11        640:  87%|████████▋ | 450/519 [03:28<00:27,  2.51it/s]
       6/80      0.94G      1.196      1.916       0.99       1.38         11        640:  87%|████████▋ | 451/519 [03:28<00:23,  2.90it/s]
       6/80      0.94G      1.197      1.917     0.9902      1.381         14        640:  87%|████████▋ | 451/519 [03:29<00:23,  2.90it/s]
       6/80      0.94G      1.197      1.917     0.9902      1.381         14        640:  87%|████████▋ | 452/519 [03:29<00:19,  3.42it/s]
       6/80      0.94G      1.196       1.92      0.992      1.381          7        640:  87%|████████▋ | 452/519 [03:30<00:19,  3.42it/s]
       6/80      0.94G      1.196       1.92      0.992      1.381          7        640:  87%|████████▋ | 453/519 [03:30<00:31,  2.08it/s]
       6/80      0.94G      1.196      1.919     0.9916      1.381         11        640:  87%|████████▋ | 453/519 [03:30<00:31,  2.08it/s]
       6/80      0.94G      1.196      1.919     0.9916      1.381         11        640:  87%|████████▋ | 454/519 [03:30<00:26,  2.47it/s]
       6/80      0.94G      1.196      1.922     0.9921      1.381         10        640:  87%|████████▋ | 454/519 [03:30<00:26,  2.47it/s]
       6/80      0.94G      1.196      1.922     0.9921      1.381         10        640:  88%|████████▊ | 455/519 [03:30<00:23,  2.76it/s]
       6/80      0.94G      1.196      1.924     0.9927      1.381         10        640:  88%|████████▊ | 455/519 [03:30<00:23,  2.76it/s]
       6/80      0.94G      1.196      1.924     0.9927      1.381         10        640:  88%|████████▊ | 456/519 [03:30<00:20,  3.10it/s]
       6/80      0.94G      1.196      1.925     0.9927      1.382         11        640:  88%|████████▊ | 456/519 [03:32<00:20,  3.10it/s]
       6/80      0.94G      1.196      1.925     0.9927      1.382         11        640:  88%|████████▊ | 457/519 [03:32<00:39,  1.56it/s]
       6/80      0.94G      1.196      1.925     0.9924      1.382          8        640:  88%|████████▊ | 457/519 [03:32<00:39,  1.56it/s]
       6/80      0.94G      1.196      1.925     0.9924      1.382          8        640:  88%|████████▊ | 458/519 [03:32<00:32,  1.86it/s]
       6/80      0.94G      1.196      1.924     0.9921      1.381         13        640:  88%|████████▊ | 458/519 [03:32<00:32,  1.86it/s]
       6/80      0.94G      1.196      1.924     0.9921      1.381         13        640:  88%|████████▊ | 459/519 [03:32<00:24,  2.44it/s]
       6/80      0.94G      1.195      1.923     0.9914      1.381          9        640:  88%|████████▊ | 459/519 [03:32<00:24,  2.44it/s]
       6/80      0.94G      1.195      1.923      0.991      1.381          9        640:  88%|████████▊ | 459/519 [03:33<00:24,  2.44it/s]
       6/80      0.94G      1.195      1.923      0.991      1.381          9        640:  89%|████████▉ | 461/519 [03:33<00:31,  1.84it/s]
       6/80      0.94G      1.195      1.925     0.9907      1.381         12        640:  89%|████████▉ | 461/519 [03:34<00:31,  1.84it/s]
       6/80      0.94G      1.195      1.925     0.9907      1.381         12        640:  89%|████████▉ | 462/519 [03:34<00:27,  2.04it/s]
       6/80      0.94G      1.195      1.925     0.9913      1.382         10        640:  89%|████████▉ | 462/519 [03:34<00:27,  2.04it/s]
       6/80      0.94G      1.195      1.925     0.9913      1.382         10        640:  89%|████████▉ | 463/519 [03:34<00:23,  2.40it/s]
       6/80      0.94G      1.196      1.925      0.991      1.382          9        640:  89%|████████▉ | 463/519 [03:34<00:23,  2.40it/s]
       6/80      0.94G      1.196      1.925      0.991      1.382          9        640:  89%|████████▉ | 464/519 [03:34<00:20,  2.68it/s]
       6/80      0.94G      1.196      1.926     0.9905      1.382         10        640:  89%|████████▉ | 464/519 [03:35<00:20,  2.68it/s]
       6/80      0.94G      1.196      1.926     0.9905      1.382         10        640:  90%|████████▉ | 465/519 [03:35<00:33,  1.63it/s]
       6/80      0.94G      1.196      1.927     0.9907      1.382          9        640:  90%|████████▉ | 465/519 [03:36<00:33,  1.63it/s]
       6/80      0.94G      1.196      1.927     0.9907      1.382          9        640:  90%|████████▉ | 466/519 [03:36<00:27,  1.96it/s]
       6/80      0.94G      1.196      1.926     0.9904      1.381          9        640:  90%|████████▉ | 466/519 [03:36<00:27,  1.96it/s]
       6/80      0.94G      1.196      1.926     0.9904      1.381          9        640:  90%|████████▉ | 467/519 [03:36<00:21,  2.42it/s]
       6/80      0.94G      1.195      1.925     0.9904      1.381          8        640:  90%|████████▉ | 467/519 [03:36<00:21,  2.42it/s]
       6/80      0.94G      1.195      1.925     0.9904      1.381          8        640:  90%|█████████ | 468/519 [03:36<00:19,  2.63it/s]
       6/80      0.94G      1.195      1.924     0.9897       1.38         11        640:  90%|█████████ | 468/519 [03:37<00:19,  2.63it/s]
       6/80      0.94G      1.195      1.924     0.9897       1.38         11        640:  90%|█████████ | 469/519 [03:37<00:27,  1.81it/s]
       6/80      0.94G      1.195      1.924     0.9899       1.38         14        640:  90%|█████████ | 469/519 [03:37<00:27,  1.81it/s]
       6/80      0.94G      1.195      1.924     0.9899       1.38         14        640:  91%|█████████ | 470/519 [03:37<00:21,  2.24it/s]
       6/80      0.94G      1.195      1.924     0.9898       1.38         11        640:  91%|█████████ | 470/519 [03:38<00:21,  2.24it/s]
       6/80      0.94G      1.195      1.924     0.9898       1.38         11        640:  91%|█████████ | 471/519 [03:38<00:18,  2.59it/s]
       6/80      0.94G      1.195      1.923       0.99       1.38         15        640:  91%|█████████ | 471/519 [03:38<00:18,  2.59it/s]
       6/80      0.94G      1.195      1.923       0.99       1.38         15        640:  91%|█████████ | 472/519 [03:38<00:16,  2.88it/s]
       6/80      0.94G      1.195      1.924     0.9897       1.38         14        640:  91%|█████████ | 472/519 [03:39<00:16,  2.88it/s]
       6/80      0.94G      1.195      1.924     0.9897       1.38         14        640:  91%|█████████ | 473/519 [03:39<00:21,  2.14it/s]
       6/80      0.94G      1.194      1.924     0.9893      1.379         10        640:  91%|█████████ | 473/519 [03:39<00:21,  2.14it/s]
       6/80      0.94G      1.194      1.924     0.9893      1.379         10        640:  91%|█████████▏| 474/519 [03:39<00:19,  2.33it/s]
       6/80      0.94G      1.194      1.925     0.9892      1.379         12        640:  91%|█████████▏| 474/519 [03:39<00:19,  2.33it/s]
       6/80      0.94G      1.194      1.925     0.9892      1.379         12        640:  92%|█████████▏| 475/519 [03:39<00:16,  2.66it/s]
       6/80      0.94G      1.194      1.925     0.9896      1.379         10        640:  92%|█████████▏| 475/519 [03:39<00:16,  2.66it/s]
       6/80      0.94G      1.194      1.925     0.9896      1.379         10        640:  92%|█████████▏| 476/519 [03:39<00:14,  3.02it/s]
       6/80      0.94G      1.194      1.926     0.9893      1.379          7        640:  92%|█████████▏| 476/519 [03:40<00:14,  3.02it/s]
       6/80      0.94G      1.194      1.926     0.9893      1.379          7        640:  92%|█████████▏| 477/519 [03:40<00:18,  2.24it/s]
       6/80      0.94G      1.194      1.925     0.9886      1.379         13        640:  92%|█████████▏| 477/519 [03:40<00:18,  2.24it/s]
       6/80      0.94G      1.194      1.925     0.9886      1.379         13        640:  92%|█████████▏| 478/519 [03:40<00:15,  2.69it/s]
       6/80      0.94G      1.193      1.925     0.9894      1.379          9        640:  92%|█████████▏| 478/519 [03:41<00:15,  2.69it/s]
       6/80      0.94G      1.193      1.925     0.9894      1.379          9        640:  92%|█████████▏| 479/519 [03:41<00:13,  3.00it/s]
       6/80      0.94G      1.193      1.925     0.9902       1.38          6        640:  92%|█████████▏| 479/519 [03:41<00:13,  3.00it/s]
       6/80      0.94G      1.193      1.925     0.9902       1.38          6        640:  92%|█████████▏| 480/519 [03:41<00:11,  3.30it/s]
       6/80      0.94G      1.193      1.925     0.9896      1.379         11        640:  92%|█████████▏| 480/519 [03:42<00:11,  3.30it/s]
       6/80      0.94G      1.193      1.925     0.9896      1.379         11        640:  93%|█████████▎| 481/519 [03:42<00:18,  2.07it/s]
       6/80      0.94G      1.192      1.924      0.989      1.379          8        640:  93%|█████████▎| 481/519 [03:42<00:18,  2.07it/s]
       6/80      0.94G      1.192      1.924      0.989      1.379          8        640:  93%|█████████▎| 482/519 [03:42<00:15,  2.39it/s]
       6/80      0.94G      1.192      1.923     0.9885      1.379          9        640:  93%|█████████▎| 482/519 [03:42<00:15,  2.39it/s]
       6/80      0.94G      1.192      1.923     0.9885      1.379          9        640:  93%|█████████▎| 483/519 [03:42<00:15,  2.28it/s]
       6/80      0.94G      1.192      1.924     0.9886      1.379         12        640:  93%|█████████▎| 483/519 [03:43<00:15,  2.28it/s]
       6/80      0.94G      1.192      1.924     0.9886      1.379         12        640:  93%|█████████▎| 484/519 [03:43<00:17,  2.03it/s]
       6/80      0.94G      1.193      1.925     0.9889      1.379         13        640:  93%|█████████▎| 484/519 [03:44<00:17,  2.03it/s]
       6/80      0.94G      1.193      1.925     0.9889      1.379         13        640:  93%|█████████▎| 485/519 [03:44<00:16,  2.10it/s]
       6/80      0.94G      1.193      1.925     0.9891      1.379          8        640:  93%|█████████▎| 485/519 [03:44<00:16,  2.10it/s]
       6/80      0.94G      1.193      1.925     0.9891      1.379          8        640:  94%|█████████▎| 486/519 [03:44<00:13,  2.53it/s]
       6/80      0.94G      1.193      1.925     0.9894      1.379         10        640:  94%|█████████▎| 486/519 [03:44<00:13,  2.53it/s]
       6/80      0.94G      1.193      1.925     0.9894      1.379         10        640:  94%|█████████▍| 487/519 [03:44<00:11,  2.83it/s]
       6/80      0.94G      1.193      1.925     0.9893      1.379          9        640:  94%|█████████▍| 487/519 [03:45<00:11,  2.83it/s]
       6/80      0.94G      1.193      1.925     0.9893      1.379          9        640:  94%|█████████▍| 488/519 [03:45<00:17,  1.81it/s]
       6/80      0.94G      1.192      1.924     0.9888      1.378          8        640:  94%|█████████▍| 488/519 [03:45<00:17,  1.81it/s]
       6/80      0.94G      1.192      1.924     0.9888      1.378          8        640:  94%|█████████▍| 489/519 [03:45<00:13,  2.20it/s]
       6/80      0.94G      1.192      1.925     0.9885      1.378         14        640:  94%|█████████▍| 489/519 [03:46<00:13,  2.20it/s]
       6/80      0.94G      1.192      1.925     0.9885      1.378         14        640:  94%|█████████▍| 490/519 [03:46<00:11,  2.42it/s]
       6/80      0.94G      1.192      1.924      0.988      1.378         14        640:  94%|█████████▍| 490/519 [03:46<00:11,  2.42it/s]
       6/80      0.94G      1.192      1.924      0.988      1.378         14        640:  95%|█████████▍| 491/519 [03:46<00:10,  2.63it/s]
       6/80      0.94G      1.192      1.924     0.9879      1.378         12        640:  95%|█████████▍| 491/519 [03:47<00:10,  2.63it/s]
       6/80      0.94G      1.192      1.924     0.9879      1.378         12        640:  95%|█████████▍| 492/519 [03:47<00:16,  1.65it/s]
       6/80      0.94G      1.192      1.927     0.9879      1.377          8        640:  95%|█████████▍| 492/519 [03:47<00:16,  1.65it/s]
       6/80      0.94G      1.192      1.927     0.9879      1.377          8        640:  95%|█████████▍| 493/519 [03:47<00:12,  2.08it/s]
       6/80      0.94G      1.192      1.929     0.9883      1.378         12        640:  95%|█████████▍| 493/519 [03:47<00:12,  2.08it/s]
       6/80      0.94G      1.192      1.929     0.9883      1.378         12        640:  95%|█████████▌| 494/519 [03:47<00:10,  2.37it/s]
       6/80      0.94G      1.191      1.927     0.9878      1.377          6        640:  95%|█████████▌| 494/519 [03:48<00:10,  2.37it/s]
       6/80      0.94G      1.191      1.927     0.9878      1.377          6        640:  95%|█████████▌| 495/519 [03:48<00:09,  2.65it/s]
       6/80      0.94G      1.191      1.927     0.9874      1.377          9        640:  95%|█████████▌| 495/519 [03:49<00:09,  2.65it/s]
       6/80      0.94G      1.191      1.927     0.9874      1.377          9        640:  96%|█████████▌| 496/519 [03:49<00:13,  1.70it/s]
       6/80      0.94G      1.191      1.927     0.9874      1.377         13        640:  96%|█████████▌| 496/519 [03:49<00:13,  1.70it/s]
       6/80      0.94G      1.191      1.927     0.9874      1.377         13        640:  96%|█████████▌| 497/519 [03:49<00:12,  1.79it/s]
       6/80      0.94G      1.191      1.926     0.9871      1.377         12        640:  96%|█████████▌| 497/519 [03:49<00:12,  1.79it/s]
       6/80      0.94G      1.191      1.926     0.9871      1.377         12        640:  96%|█████████▌| 498/519 [03:49<00:09,  2.22it/s]
       6/80      0.94G      1.191      1.926     0.9871      1.377         10        640:  96%|█████████▌| 498/519 [03:50<00:09,  2.22it/s]
       6/80      0.94G      1.191      1.926     0.9871      1.377         10        640:  96%|█████████▌| 499/519 [03:50<00:07,  2.58it/s]
       6/80      0.94G       1.19      1.926     0.9877      1.377         11        640:  96%|█████████▌| 499/519 [03:50<00:07,  2.58it/s]
       6/80      0.94G       1.19      1.926     0.9877      1.377         11        640:  96%|█████████▋| 500/519 [03:50<00:08,  2.16it/s]
       6/80      0.94G      1.191      1.926     0.9872      1.377          8        640:  96%|█████████▋| 500/519 [03:52<00:08,  2.16it/s]
       6/80      0.94G      1.191      1.926     0.9872      1.377          8        640:  97%|█████████▋| 501/519 [03:52<00:12,  1.40it/s]
       6/80      0.94G      1.191      1.926     0.9872      1.377          8        640:  97%|█████████▋| 501/519 [03:52<00:12,  1.40it/s]
       6/80      0.94G      1.191      1.926     0.9872      1.377          8        640:  97%|█████████▋| 502/519 [03:52<00:09,  1.76it/s]
       6/80      0.94G      1.192      1.926     0.9878      1.377          9        640:  97%|█████████▋| 502/519 [03:52<00:09,  1.76it/s]
       6/80      0.94G      1.192      1.926     0.9878      1.377          9        640:  97%|█████████▋| 503/519 [03:52<00:07,  2.15it/s]
       6/80      0.94G      1.192      1.926     0.9873      1.377         12        640:  97%|█████████▋| 503/519 [03:53<00:07,  2.15it/s]
       6/80      0.94G      1.192      1.926     0.9873      1.377         12        640:  97%|█████████▋| 504/519 [03:53<00:06,  2.23it/s]
       6/80      0.94G      1.192      1.927     0.9883      1.377          7        640:  97%|█████████▋| 504/519 [03:53<00:06,  2.23it/s]
       6/80      0.94G      1.192      1.927     0.9883      1.377          7        640:  97%|█████████▋| 505/519 [03:53<00:08,  1.65it/s]
       6/80      0.94G      1.192      1.926     0.9878      1.377         10        640:  97%|█████████▋| 505/519 [03:54<00:08,  1.65it/s]
       6/80      0.94G      1.192      1.926     0.9878      1.377         10        640:  97%|█████████▋| 506/519 [03:54<00:06,  1.91it/s]
       6/80      0.94G      1.192      1.927     0.9885      1.377         12        640:  97%|█████████▋| 506/519 [03:54<00:06,  1.91it/s]
       6/80      0.94G      1.192      1.927     0.9885      1.377         12        640:  98%|█████████▊| 507/519 [03:54<00:05,  2.29it/s]
       6/80      0.94G      1.191      1.928     0.9902      1.377          5        640:  98%|█████████▊| 507/519 [03:54<00:05,  2.29it/s]
       6/80      0.94G      1.191      1.928     0.9902      1.377          5        640:  98%|█████████▊| 508/519 [03:54<00:04,  2.60it/s]
       6/80      0.94G      1.191      1.927     0.9898      1.377         10        640:  98%|█████████▊| 508/519 [03:55<00:04,  2.60it/s]
       6/80      0.94G      1.191      1.927     0.9898      1.377         10        640:  98%|█████████▊| 509/519 [03:55<00:04,  2.11it/s]
       6/80      0.94G      1.191      1.927     0.9897      1.377         11        640:  98%|█████████▊| 509/519 [03:55<00:04,  2.11it/s]
       6/80      0.94G      1.191      1.927     0.9897      1.377         11        640:  98%|█████████▊| 510/519 [03:55<00:03,  2.50it/s]
       6/80      0.94G      1.191      1.926     0.9891      1.376         13        640:  98%|█████████▊| 510/519 [03:55<00:03,  2.50it/s]
       6/80      0.94G      1.191      1.926     0.9891      1.376         13        640:  98%|█████████▊| 511/519 [03:55<00:02,  2.82it/s]
       6/80      0.94G      1.191      1.925     0.9889      1.376          6        640:  98%|█████████▊| 511/519 [03:56<00:02,  2.82it/s]
       6/80      0.94G      1.191      1.925     0.9889      1.376          6        640:  99%|█████████▊| 512/519 [03:56<00:02,  2.96it/s]
       6/80      0.94G      1.191      1.925     0.9892      1.376          9        640:  99%|█████████▊| 512/519 [03:57<00:02,  2.96it/s]
       6/80      0.94G      1.191      1.925     0.9892      1.376          9        640:  99%|█████████▉| 513/519 [03:57<00:02,  2.02it/s]
       6/80      0.94G      1.191      1.925     0.9894      1.376         11        640:  99%|█████████▉| 513/519 [03:57<00:02,  2.02it/s]
       6/80      0.94G      1.191      1.925     0.9894      1.376         11        640:  99%|█████████▉| 514/519 [03:57<00:02,  2.38it/s]
       6/80      0.94G       1.19      1.924     0.9891      1.376          8        640:  99%|█████████▉| 514/519 [03:57<00:02,  2.38it/s]
       6/80      0.94G       1.19      1.924     0.9891      1.376          8        640:  99%|█████████▉| 515/519 [03:57<00:01,  2.87it/s]
       6/80      0.94G       1.19      1.924     0.9888      1.375          9        640:  99%|█████████▉| 515/519 [03:57<00:01,  2.87it/s]
       6/80      0.94G      1.189      1.923     0.9882      1.375          6        640:  99%|█████████▉| 515/519 [03:57<00:01,  2.87it/s]
       6/80      0.94G      1.189      1.923     0.9882      1.375          6        640: 100%|█████████▉| 517/519 [03:57<00:00,  4.17it/s]
       6/80      0.94G      1.189      1.923      0.988      1.375         13        640: 100%|█████████▉| 517/519 [03:57<00:00,  4.17it/s]
       6/80      0.94G      1.189      1.922     0.9878      1.375          9        640: 100%|█████████▉| 517/519 [03:57<00:00,  4.17it/s]
       6/80      0.94G      1.189      1.922     0.9878      1.375          9        640: 100%|██████████| 519/519 [03:57<00:00,  5.85it/s]
       6/80      0.94G      1.189      1.922     0.9878      1.375          9        640: 100%|██████████| 519/519 [03:58<00:00,  2.18it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:45,  6.33s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:56,  2.80s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:06<01:40,  1.63s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:10,  1.16s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:50,  1.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:07<00:34,  1.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:07<00:19,  2.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:08<00:18,  2.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:08<00:24,  2.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:09<00:27,  1.93it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:10<00:26,  1.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:10<00:28,  1.81it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:11<00:29,  1.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:11<00:27,  1.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:12<00:28,  1.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:28,  1.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:13<00:26,  1.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:25,  1.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:14<00:26,  1.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:15<00:26,  1.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:27,  1.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:16<00:26,  1.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:22,  1.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:21,  1.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:17<00:16,  2.31it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:13,  2.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:10,  3.47it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:08,  4.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:07,  4.81it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  5.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:18<00:05,  6.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.44it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.88it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:04,  6.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:19<00:04,  5.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:04,  5.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  5.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  5.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:20<00:03,  6.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  7.84it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  82%|████████▏ | 53/65 [00:21<00:01,  8.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:21<00:01,  8.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  8.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.44it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  92%|█████████▏| 60/65 [00:22<00:00,  9.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:22<00:00,  9.83it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.83it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.80it/s]
-                   all        519        519      0.935      0.918      0.964      0.661      0.937       0.92      0.967      0.642
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
       7/80      0.94G      1.428       1.83      1.175      1.388          8        640:   0%|          | 0/519 [00:03<?, ?it/s]
       7/80      0.94G      1.428       1.83      1.175      1.388          8        640:   0%|          | 1/519 [00:03<27:47,  3.22s/it]
       7/80      0.94G      1.554      2.152      1.262      1.562         10        640:   0%|          | 1/519 [00:03<27:47,  3.22s/it]
       7/80      0.94G      1.554      2.152      1.262      1.562         10        640:   0%|          | 2/519 [00:03<12:23,  1.44s/it]
       7/80      0.94G       1.42      2.177      1.109      1.491         12        640:   0%|          | 2/519 [00:03<12:23,  1.44s/it]
       7/80      0.94G       1.42      2.177      1.109      1.491         12        640:   1%|          | 3/519 [00:03<07:57,  1.08it/s]
       7/80      0.94G      1.325      2.177      1.039      1.452          8        640:   1%|          | 3/519 [00:03<07:57,  1.08it/s]
       7/80      0.94G      1.325      2.177      1.039      1.452          8        640:   1%|          | 4/519 [00:03<05:42,  1.51it/s]
       7/80      0.94G      1.195      2.001     0.9832      1.376          9        640:   1%|          | 4/519 [00:04<05:42,  1.51it/s]
       7/80      0.94G      1.195      2.001     0.9832      1.376          9        640:   1%|          | 5/519 [00:04<05:25,  1.58it/s]
       7/80      0.94G      1.285      1.973      1.002      1.436          6        640:   1%|          | 5/519 [00:04<05:25,  1.58it/s]
       7/80      0.94G      1.285      1.973      1.002      1.436          6        640:   1%|          | 6/519 [00:04<04:45,  1.80it/s]
       7/80      0.94G      1.279      1.947      1.009      1.437         14        640:   1%|          | 6/519 [00:05<04:45,  1.80it/s]
       7/80      0.94G      1.279      1.947      1.009      1.437         14        640:   1%|▏         | 7/519 [00:05<04:29,  1.90it/s]
       7/80      0.94G      1.261      1.946      1.006       1.41         14        640:   1%|▏         | 7/519 [00:05<04:29,  1.90it/s]
       7/80      0.94G      1.261      1.946      1.006       1.41         14        640:   2%|▏         | 8/519 [00:05<03:42,  2.30it/s]
       7/80      0.94G      1.228      1.885     0.9676      1.376         13        640:   2%|▏         | 8/519 [00:05<03:42,  2.30it/s]
       7/80      0.94G      1.228      1.885     0.9676      1.376         13        640:   2%|▏         | 9/519 [00:05<03:21,  2.53it/s]
       7/80      0.94G      1.206      1.852     0.9643      1.375          9        640:   2%|▏         | 9/519 [00:06<03:21,  2.53it/s]
       7/80      0.94G      1.206      1.852     0.9643      1.375          9        640:   2%|▏         | 10/519 [00:06<03:47,  2.24it/s]
       7/80      0.94G      1.174      1.817     0.9636      1.357         11        640:   2%|▏         | 10/519 [00:07<03:47,  2.24it/s]
       7/80      0.94G      1.174      1.817     0.9636      1.357         11        640:   2%|▏         | 11/519 [00:07<03:51,  2.19it/s]
       7/80      0.94G      1.195      1.799      1.017      1.372          6        640:   2%|▏         | 11/519 [00:07<03:51,  2.19it/s]
       7/80      0.94G      1.195      1.799      1.017      1.372          6        640:   2%|▏         | 12/519 [00:07<03:21,  2.52it/s]
       7/80      0.94G       1.18      1.783      1.002      1.366         11        640:   2%|▏         | 12/519 [00:07<03:21,  2.52it/s]
       7/80      0.94G       1.18      1.783      1.002      1.366         11        640:   3%|▎         | 13/519 [00:07<03:00,  2.80it/s]
       7/80      0.94G      1.196      1.812      1.032      1.379         12        640:   3%|▎         | 13/519 [00:08<03:00,  2.80it/s]
       7/80      0.94G      1.196      1.812      1.032      1.379         12        640:   3%|▎         | 14/519 [00:08<03:55,  2.14it/s]
       7/80      0.94G      1.196      1.823       1.02      1.383          9        640:   3%|▎         | 14/519 [00:09<03:55,  2.14it/s]
       7/80      0.94G      1.196      1.823       1.02      1.383          9        640:   3%|▎         | 15/519 [00:09<04:59,  1.68it/s]
       7/80      0.94G      1.178      1.815      1.002      1.374         11        640:   3%|▎         | 15/519 [00:09<04:59,  1.68it/s]
       7/80      0.94G      1.178      1.815      1.002      1.374         11        640:   3%|▎         | 16/519 [00:09<04:01,  2.08it/s]
       7/80      0.94G      1.168      1.775     0.9911      1.358         10        640:   3%|▎         | 16/519 [00:09<04:01,  2.08it/s]
       7/80      0.94G      1.168      1.775     0.9911      1.358         10        640:   3%|▎         | 17/519 [00:09<03:47,  2.21it/s]
       7/80      0.94G       1.19      1.824     0.9952      1.374          9        640:   3%|▎         | 17/519 [00:10<03:47,  2.21it/s]
       7/80      0.94G       1.19      1.824     0.9952      1.374          9        640:   3%|▎         | 18/519 [00:10<03:14,  2.57it/s]
       7/80      0.94G      1.195      1.818      1.004      1.377          9        640:   3%|▎         | 18/519 [00:11<03:14,  2.57it/s]
       7/80      0.94G      1.195      1.818      1.004      1.377          9        640:   4%|▎         | 19/519 [00:11<05:56,  1.40it/s]
       7/80      0.94G      1.195      1.841          1      1.375         12        640:   4%|▎         | 19/519 [00:11<05:56,  1.40it/s]
       7/80      0.94G      1.195      1.841          1      1.375         12        640:   4%|▍         | 20/519 [00:11<04:46,  1.74it/s]
       7/80      0.94G      1.194      1.851      1.002      1.384         11        640:   4%|▍         | 20/519 [00:12<04:46,  1.74it/s]
       7/80      0.94G      1.194      1.851      1.002      1.384         11        640:   4%|▍         | 21/519 [00:12<04:14,  1.96it/s]
       7/80      0.94G      1.192      1.836     0.9918      1.388          8        640:   4%|▍         | 21/519 [00:12<04:14,  1.96it/s]
       7/80      0.94G      1.192      1.836     0.9918      1.388          8        640:   4%|▍         | 22/519 [00:12<03:34,  2.32it/s]
       7/80      0.94G      1.198      1.842     0.9861      1.391          6        640:   4%|▍         | 22/519 [00:13<03:34,  2.32it/s]
       7/80      0.94G      1.198      1.842     0.9861      1.391          6        640:   4%|▍         | 23/519 [00:13<05:12,  1.59it/s]
       7/80      0.94G      1.214      1.862     0.9901      1.392          9        640:   4%|▍         | 23/519 [00:13<05:12,  1.59it/s]
       7/80      0.94G      1.214      1.862     0.9901      1.392          9        640:   5%|▍         | 24/519 [00:13<04:15,  1.93it/s]
       7/80      0.94G      1.227      1.861     0.9942      1.416          5        640:   5%|▍         | 24/519 [00:13<04:15,  1.93it/s]
       7/80      0.94G      1.227      1.861     0.9942      1.416          5        640:   5%|▍         | 25/519 [00:13<03:33,  2.31it/s]
       7/80      0.94G      1.232       1.87     0.9952      1.416         11        640:   5%|▍         | 25/519 [00:14<03:33,  2.31it/s]
       7/80      0.94G      1.232       1.87     0.9952      1.416         11        640:   5%|▌         | 26/519 [00:14<02:59,  2.75it/s]
       7/80      0.94G      1.231      1.861     0.9851      1.411         14        640:   5%|▌         | 26/519 [00:15<02:59,  2.75it/s]
       7/80      0.94G      1.231      1.861     0.9851      1.411         14        640:   5%|▌         | 27/519 [00:15<04:26,  1.85it/s]
       7/80      0.94G      1.236      1.885      0.989      1.408         12        640:   5%|▌         | 27/519 [00:15<04:26,  1.85it/s]
       7/80      0.94G      1.236      1.885      0.989      1.408         12        640:   5%|▌         | 28/519 [00:15<03:36,  2.27it/s]
       7/80      0.94G      1.239      1.891     0.9918      1.407         12        640:   5%|▌         | 28/519 [00:15<03:36,  2.27it/s]
       7/80      0.94G      1.239      1.891     0.9918      1.407         12        640:   6%|▌         | 29/519 [00:15<03:01,  2.71it/s]
       7/80      0.94G      1.234      1.904     0.9988      1.403         13        640:   6%|▌         | 29/519 [00:15<03:01,  2.71it/s]
       7/80      0.94G      1.234      1.904     0.9988      1.403         13        640:   6%|▌         | 30/519 [00:15<02:43,  3.00it/s]
       7/80      0.94G      1.224       1.89      1.002        1.4         10        640:   6%|▌         | 30/519 [00:17<02:43,  3.00it/s]
       7/80      0.94G      1.224       1.89      1.002        1.4         10        640:   6%|▌         | 31/519 [00:17<05:02,  1.61it/s]
       7/80      0.94G      1.226      1.891     0.9982      1.404         10        640:   6%|▌         | 31/519 [00:17<05:02,  1.61it/s]
       7/80      0.94G      1.226      1.891     0.9982      1.404         10        640:   6%|▌         | 32/519 [00:17<03:59,  2.03it/s]
       7/80      0.94G       1.23      1.872      1.007      1.404          7        640:   6%|▌         | 32/519 [00:17<03:59,  2.03it/s]
       7/80      0.94G       1.23      1.872      1.007      1.404          7        640:   6%|▋         | 33/519 [00:17<03:30,  2.31it/s]
       7/80      0.94G      1.219      1.848     0.9998      1.395          9        640:   6%|▋         | 33/519 [00:17<03:30,  2.31it/s]
       7/80      0.94G      1.219      1.848     0.9998      1.395          9        640:   7%|▋         | 34/519 [00:17<02:55,  2.76it/s]
       7/80      0.94G      1.211      1.832     0.9904      1.387         10        640:   7%|▋         | 34/519 [00:19<02:55,  2.76it/s]
       7/80      0.94G      1.211      1.832     0.9904      1.387         10        640:   7%|▋         | 35/519 [00:19<06:43,  1.20it/s]
       7/80      0.94G      1.219      1.838     0.9915      1.397          7        640:   7%|▋         | 35/519 [00:19<06:43,  1.20it/s]
       7/80      0.94G      1.219      1.838     0.9915      1.397          7        640:   7%|▋         | 36/519 [00:19<05:09,  1.56it/s]
       7/80      0.94G      1.217      1.856     0.9942      1.393         12        640:   7%|▋         | 36/519 [00:20<05:09,  1.56it/s]
       7/80      0.94G      1.217      1.856     0.9942      1.393         12        640:   7%|▋         | 37/519 [00:20<04:10,  1.93it/s]
       7/80      0.94G      1.224      1.873      1.003      1.398         10        640:   7%|▋         | 37/519 [00:20<04:10,  1.93it/s]
       7/80      0.94G      1.224      1.873      1.003      1.398         10        640:   7%|▋         | 38/519 [00:20<03:22,  2.37it/s]
       7/80      0.94G       1.22      1.879     0.9973      1.401         11        640:   7%|▋         | 38/519 [00:21<03:22,  2.37it/s]
       7/80      0.94G       1.22      1.879     0.9973      1.401         11        640:   8%|▊         | 39/519 [00:21<04:34,  1.75it/s]
       7/80      0.94G      1.232      1.896      1.008       1.41         10        640:   8%|▊         | 39/519 [00:21<04:34,  1.75it/s]
       7/80      0.94G      1.232      1.896      1.008       1.41         10        640:   8%|▊         | 40/519 [00:21<03:53,  2.05it/s]
       7/80      0.94G      1.232      1.906      1.009      1.407         11        640:   8%|▊         | 40/519 [00:21<03:53,  2.05it/s]
       7/80      0.94G      1.232      1.906      1.009      1.407         11        640:   8%|▊         | 41/519 [00:21<03:11,  2.49it/s]
       7/80      0.94G      1.222      1.892      1.003        1.4         14        640:   8%|▊         | 41/519 [00:21<03:11,  2.49it/s]
       7/80      0.94G      1.222      1.892      1.003        1.4         14        640:   8%|▊         | 42/519 [00:21<02:48,  2.84it/s]
       7/80      0.94G      1.237      1.925      1.018      1.405         11        640:   8%|▊         | 42/519 [00:22<02:48,  2.84it/s]
       7/80      0.94G      1.237      1.925      1.018      1.405         11        640:   8%|▊         | 43/519 [00:22<04:22,  1.81it/s]
       7/80      0.94G      1.232      1.916      1.009      1.399         11        640:   8%|▊         | 43/519 [00:23<04:22,  1.81it/s]
       7/80      0.94G      1.232      1.916      1.009      1.399         11        640:   8%|▊         | 44/519 [00:23<03:35,  2.21it/s]
       7/80      0.94G      1.228      1.911      1.006      1.395         11        640:   8%|▊         | 44/519 [00:23<03:35,  2.21it/s]
       7/80      0.94G      1.228      1.911      1.006      1.395         11        640:   9%|▊         | 45/519 [00:23<03:07,  2.53it/s]
       7/80      0.94G      1.232      1.934      1.008      1.395         10        640:   9%|▊         | 45/519 [00:23<03:07,  2.53it/s]
       7/80      0.94G      1.232      1.934      1.008      1.395         10        640:   9%|▉         | 46/519 [00:23<02:26,  3.22it/s]
       7/80      0.94G      1.237      1.927      1.011      1.406          6        640:   9%|▉         | 46/519 [00:24<02:26,  3.22it/s]
       7/80      0.94G      1.237      1.927      1.011      1.406          6        640:   9%|▉         | 47/519 [00:24<05:04,  1.55it/s]
       7/80      0.94G      1.236      1.924      1.008      1.404         10        640:   9%|▉         | 47/519 [00:25<05:04,  1.55it/s]
       7/80      0.94G      1.236      1.924      1.008      1.404         10        640:   9%|▉         | 48/519 [00:25<04:10,  1.88it/s]
       7/80      0.94G      1.242      1.929      1.007       1.41          9        640:   9%|▉         | 48/519 [00:25<04:10,  1.88it/s]
       7/80      0.94G      1.242      1.929      1.007       1.41          9        640:   9%|▉         | 49/519 [00:25<03:32,  2.21it/s]
       7/80      0.94G      1.233      1.917          1      1.403         10        640:   9%|▉         | 49/519 [00:25<03:32,  2.21it/s]
       7/80      0.94G      1.233      1.917          1      1.403         10        640:  10%|▉         | 50/519 [00:25<03:06,  2.52it/s]
       7/80      0.94G      1.232      1.907     0.9999      1.409          6        640:  10%|▉         | 50/519 [00:26<03:06,  2.52it/s]
       7/80      0.94G      1.232      1.907     0.9999      1.409          6        640:  10%|▉         | 51/519 [00:26<04:30,  1.73it/s]
       7/80      0.94G      1.229      1.895     0.9989      1.406          8        640:  10%|▉         | 51/519 [00:26<04:30,  1.73it/s]
       7/80      0.94G      1.229      1.895     0.9989      1.406          8        640:  10%|█         | 52/519 [00:26<03:42,  2.10it/s]
       7/80      0.94G      1.235        1.9      1.001      1.413          5        640:  10%|█         | 52/519 [00:27<03:42,  2.10it/s]
       7/80      0.94G      1.235        1.9      1.001      1.413          5        640:  10%|█         | 53/519 [00:27<03:10,  2.44it/s]
       7/80      0.94G      1.235        1.9          1      1.411         15        640:  10%|█         | 53/519 [00:27<03:10,  2.44it/s]
       7/80      0.94G      1.235        1.9          1      1.411         15        640:  10%|█         | 54/519 [00:27<02:45,  2.81it/s]
       7/80      0.94G      1.229      1.905     0.9992      1.409         11        640:  10%|█         | 54/519 [00:28<02:45,  2.81it/s]
       7/80      0.94G      1.229      1.905     0.9992      1.409         11        640:  11%|█         | 55/519 [00:28<03:37,  2.14it/s]
       7/80      0.94G      1.226      1.898     0.9928      1.406         11        640:  11%|█         | 55/519 [00:28<03:37,  2.14it/s]
       7/80      0.94G      1.226      1.898     0.9928      1.406         11        640:  11%|█         | 56/519 [00:28<03:00,  2.57it/s]
       7/80      0.94G      1.223       1.89     0.9858      1.401          6        640:  11%|█         | 56/519 [00:28<03:00,  2.57it/s]
       7/80      0.94G      1.223       1.89     0.9858      1.401          6        640:  11%|█         | 57/519 [00:28<02:44,  2.81it/s]
       7/80      0.94G      1.221      1.888     0.9822      1.401          9        640:  11%|█         | 57/519 [00:29<02:44,  2.81it/s]
       7/80      0.94G      1.221      1.888     0.9822      1.401          9        640:  11%|█         | 58/519 [00:29<03:19,  2.31it/s]
       7/80      0.94G      1.231      1.905     0.9917      1.408          7        640:  11%|█         | 58/519 [00:29<03:19,  2.31it/s]
       7/80      0.94G      1.231      1.905     0.9917      1.408          7        640:  11%|█▏        | 59/519 [00:29<03:25,  2.24it/s]
       7/80      0.94G      1.228      1.891     0.9959      1.411          6        640:  11%|█▏        | 59/519 [00:30<03:25,  2.24it/s]
       7/80      0.94G      1.228      1.891     0.9959      1.411          6        640:  12%|█▏        | 60/519 [00:30<03:20,  2.29it/s]
       7/80      0.94G       1.23      1.891     0.9955      1.411          8        640:  12%|█▏        | 60/519 [00:30<03:20,  2.29it/s]
       7/80      0.94G       1.23      1.891     0.9955      1.411          8        640:  12%|█▏        | 61/519 [00:30<02:46,  2.75it/s]
       7/80      0.94G      1.224      1.892     0.9928      1.407         12        640:  12%|█▏        | 61/519 [00:31<02:46,  2.75it/s]
       7/80      0.94G      1.224      1.892     0.9928      1.407         12        640:  12%|█▏        | 62/519 [00:31<03:52,  1.96it/s]
       7/80      0.94G      1.223      1.892      0.994      1.409          8        640:  12%|█▏        | 62/519 [00:32<03:52,  1.96it/s]
       7/80      0.94G      1.223      1.892      0.994      1.409          8        640:  12%|█▏        | 63/519 [00:32<05:05,  1.49it/s]
       7/80      0.94G      1.221      1.888     0.9904      1.405         16        640:  12%|█▏        | 63/519 [00:32<05:05,  1.49it/s]
       7/80      0.94G      1.221      1.888     0.9904      1.405         16        640:  12%|█▏        | 64/519 [00:32<04:07,  1.84it/s]
       7/80      0.94G      1.218      1.885      0.989      1.402          8        640:  12%|█▏        | 64/519 [00:32<04:07,  1.84it/s]
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       7/80      0.94G      1.199      1.951     0.9929      1.403         10        640:  25%|██▍       | 129/519 [01:04<02:14,  2.91it/s]
       7/80      0.94G      1.199      1.951     0.9929      1.403         10        640:  25%|██▌       | 130/519 [01:04<04:38,  1.40it/s]
       7/80      0.94G      1.201      1.954     0.9958      1.403         11        640:  25%|██▌       | 130/519 [01:04<04:38,  1.40it/s]
       7/80      0.94G      1.201      1.954     0.9958      1.403         11        640:  25%|██▌       | 131/519 [01:04<03:46,  1.71it/s]
       7/80      0.94G      1.199      1.948     0.9963      1.406          4        640:  25%|██▌       | 131/519 [01:04<03:46,  1.71it/s]
       7/80      0.94G      1.199      1.948     0.9963      1.406          4        640:  25%|██▌       | 132/519 [01:04<03:11,  2.02it/s]
       7/80      0.94G      1.198      1.949     0.9948      1.406         11        640:  25%|██▌       | 132/519 [01:04<03:11,  2.02it/s]
       7/80      0.94G      1.198      1.949     0.9948      1.406         11        640:  26%|██▌       | 133/519 [01:04<02:36,  2.47it/s]
       7/80      0.94G      1.197      1.956     0.9961      1.404         10        640:  26%|██▌       | 133/519 [01:05<02:36,  2.47it/s]
       7/80      0.94G      1.197      1.956     0.9961      1.404         10        640:  26%|██▌       | 134/519 [01:05<03:23,  1.89it/s]
       7/80      0.94G      1.197      1.955      0.994      1.403         10        640:  26%|██▌       | 134/519 [01:05<03:23,  1.89it/s]
       7/80      0.94G      1.197      1.955      0.994      1.403         10        640:  26%|██▌       | 135/519 [01:05<02:51,  2.24it/s]
       7/80      0.94G      1.198      1.955     0.9933      1.404          9        640:  26%|██▌       | 135/519 [01:07<02:51,  2.24it/s]
       7/80      0.94G      1.198      1.955     0.9933      1.404          9        640:  26%|██▌       | 136/519 [01:07<04:30,  1.42it/s]
       7/80      0.94G      1.198      1.956     0.9939      1.404         14        640:  26%|██▌       | 136/519 [01:07<04:30,  1.42it/s]
       7/80      0.94G      1.198      1.956     0.9939      1.404         14        640:  26%|██▋       | 137/519 [01:07<03:34,  1.78it/s]
       7/80      0.94G      1.201      1.958     0.9962      1.404          7        640:  26%|██▋       | 137/519 [01:07<03:34,  1.78it/s]
       7/80      0.94G      1.201      1.958     0.9962      1.404          7        640:  27%|██▋       | 138/519 [01:07<02:56,  2.16it/s]
       7/80      0.94G      1.199      1.956     0.9965      1.404          4        640:  27%|██▋       | 138/519 [01:08<02:56,  2.16it/s]
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       7/80      0.94G      1.201      1.955     0.9957      1.406          9        640:  27%|██▋       | 140/519 [01:09<03:40,  1.72it/s]
       7/80      0.94G        1.2      1.951     0.9942      1.407          8        640:  27%|██▋       | 140/519 [01:09<03:40,  1.72it/s]
       7/80      0.94G        1.2      1.951     0.9942      1.407          8        640:  27%|██▋       | 141/519 [01:09<03:09,  2.00it/s]
       7/80      0.94G      1.204      1.956      1.001       1.41          7        640:  27%|██▋       | 141/519 [01:10<03:09,  2.00it/s]
       7/80      0.94G      1.204      1.956      1.001       1.41          7        640:  27%|██▋       | 142/519 [01:10<03:30,  1.79it/s]
       7/80      0.94G      1.201      1.954      0.998      1.408         10        640:  27%|██▋       | 142/519 [01:10<03:30,  1.79it/s]
       7/80      0.94G      1.201      1.954      0.998      1.408         10        640:  28%|██▊       | 143/519 [01:10<02:52,  2.18it/s]
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       7/80      0.94G      1.203      1.954     0.9982      1.409         10        640:  28%|██▊       | 144/519 [01:10<02:37,  2.38it/s]
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       7/80      0.94G      1.201      1.951     0.9969      1.408          9        640:  28%|██▊       | 145/519 [01:11<02:15,  2.77it/s]
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       7/80      0.94G      1.202      1.947     0.9971      1.408          8        640:  28%|██▊       | 146/519 [01:11<03:00,  2.07it/s]
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       7/80      0.94G      1.203      1.944     0.9966      1.406          8        640:  29%|██▊       | 149/519 [01:12<02:26,  2.53it/s]
       7/80      0.94G      1.203      1.942     0.9965      1.408          6        640:  29%|██▊       | 149/519 [01:13<02:26,  2.53it/s]
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       7/80      0.94G      1.201      1.937     0.9925      1.405          9        640:  29%|██▉       | 152/519 [01:14<02:25,  2.53it/s]
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       7/80      0.94G      1.202      1.928     0.9914      1.405          5        640:  30%|██▉       | 155/519 [01:16<03:11,  1.90it/s]
       7/80      0.94G      1.202      1.928     0.9914      1.405          5        640:  30%|███       | 156/519 [01:16<02:38,  2.29it/s]
       7/80      0.94G      1.202      1.928     0.9907      1.405         12        640:  30%|███       | 156/519 [01:16<02:38,  2.29it/s]
       7/80      0.94G      1.202      1.928     0.9907      1.405         12        640:  30%|███       | 157/519 [01:16<02:16,  2.65it/s]
       7/80      0.94G      1.206      1.928     0.9908      1.408         10        640:  30%|███       | 157/519 [01:18<02:16,  2.65it/s]
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       7/80      0.94G      1.205      1.926       0.99      1.407         15        640:  30%|███       | 158/519 [01:18<04:54,  1.23it/s]
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       7/80      0.94G      1.203      1.925     0.9892      1.405         10        640:  31%|███       | 159/519 [01:18<03:51,  1.56it/s]
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       7/80      0.94G      1.199       1.92     0.9879      1.403          7        640:  31%|███       | 161/519 [01:19<02:37,  2.28it/s]
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       7/80      0.94G        1.2      1.917     0.9888      1.402          9        640:  31%|███▏      | 163/519 [01:20<02:39,  2.24it/s]
       7/80      0.94G        1.2      1.917     0.9888      1.402          9        640:  32%|███▏      | 164/519 [01:20<02:14,  2.65it/s]
       7/80      0.94G      1.199      1.915     0.9897      1.402          8        640:  32%|███▏      | 164/519 [01:20<02:14,  2.65it/s]
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       7/80      0.94G      1.198      1.912     0.9891        1.4          8        640:  32%|███▏      | 165/519 [01:21<01:57,  3.00it/s]
       7/80      0.94G      1.198      1.912     0.9891        1.4          8        640:  32%|███▏      | 166/519 [01:21<02:36,  2.25it/s]
       7/80      0.94G      1.198      1.912     0.9878      1.399         10        640:  32%|███▏      | 166/519 [01:21<02:36,  2.25it/s]
       7/80      0.94G      1.198      1.912     0.9878      1.399         10        640:  32%|███▏      | 167/519 [01:21<02:18,  2.54it/s]
       7/80      0.94G      1.199      1.915     0.9874        1.4         11        640:  32%|███▏      | 167/519 [01:21<02:18,  2.54it/s]
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       7/80      0.94G      1.198      1.914     0.9874        1.4         11        640:  32%|███▏      | 168/519 [01:21<02:02,  2.86it/s]
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       7/80      0.94G      1.198      1.916     0.9878      1.401          8        640:  33%|███▎      | 169/519 [01:23<01:48,  3.22it/s]
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       7/80      0.94G      1.197      1.913     0.9863        1.4         12        640:  33%|███▎      | 170/519 [01:23<03:20,  1.74it/s]
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       7/80      0.94G      1.195      1.912     0.9848      1.398         16        640:  33%|███▎      | 171/519 [01:23<02:42,  2.14it/s]
       7/80      0.94G      1.195      1.912     0.9848      1.398         16        640:  33%|███▎      | 172/519 [01:23<02:16,  2.54it/s]
       7/80      0.94G      1.193      1.908     0.9835      1.396         10        640:  33%|███▎      | 172/519 [01:23<02:16,  2.54it/s]
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       7/80      0.94G      1.192      1.908     0.9843      1.397          8        640:  33%|███▎      | 173/519 [01:24<02:00,  2.87it/s]
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       7/80      0.94G      1.191      1.913     0.9871      1.397          6        640:  34%|███▎      | 174/519 [01:25<03:23,  1.69it/s]
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       7/80      0.94G      1.192      1.914     0.9861      1.396         10        640:  34%|███▎      | 175/519 [01:25<02:45,  2.08it/s]
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       7/80      0.94G      1.191      1.916     0.9863      1.397          9        640:  34%|███▍      | 176/519 [01:25<02:15,  2.53it/s]
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       7/80      0.94G      1.191      1.911     0.9822      1.396         14        640:  35%|███▍      | 180/519 [01:27<02:17,  2.46it/s]
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       7/80      0.94G      1.191      1.908     0.9818      1.397         11        640:  35%|███▌      | 182/519 [01:28<03:32,  1.58it/s]
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       7/80      0.94G      1.193      1.908     0.9825      1.397          8        640:  36%|███▌      | 186/519 [01:30<02:59,  1.85it/s]
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       7/80      0.94G      1.191      1.902     0.9794      1.397         13        640:  36%|███▌      | 188/519 [01:30<02:09,  2.56it/s]
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       7/80      0.94G      1.193      1.906     0.9806      1.399         10        640:  36%|███▋      | 189/519 [01:31<01:50,  3.00it/s]
       7/80      0.94G      1.193      1.906     0.9806      1.399         10        640:  37%|███▋      | 190/519 [01:31<02:58,  1.85it/s]
       7/80      0.94G      1.194       1.91     0.9808      1.399          6        640:  37%|███▋      | 190/519 [01:32<02:58,  1.85it/s]
       7/80      0.94G      1.194       1.91     0.9808      1.399          6        640:  37%|███▋      | 191/519 [01:32<02:22,  2.30it/s]
       7/80      0.94G      1.194       1.91      0.981      1.399         10        640:  37%|███▋      | 191/519 [01:32<02:22,  2.30it/s]
       7/80      0.94G      1.194       1.91      0.981      1.399         10        640:  37%|███▋      | 192/519 [01:32<02:01,  2.69it/s]
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       7/80      0.94G      1.185      1.884     0.9678      1.389          7        640:  74%|███████▍  | 384/519 [02:59<00:43,  3.08it/s]
       7/80      0.94G      1.185      1.883     0.9675      1.389         15        640:  74%|███████▍  | 384/519 [03:01<00:43,  3.08it/s]
       7/80      0.94G      1.185      1.883     0.9675      1.389         15        640:  74%|███████▍  | 385/519 [03:01<01:40,  1.33it/s]
       7/80      0.94G      1.187      1.887     0.9695       1.39          9        640:  74%|███████▍  | 385/519 [03:01<01:40,  1.33it/s]
       7/80      0.94G      1.187      1.887     0.9695       1.39          9        640:  74%|███████▍  | 386/519 [03:01<01:20,  1.65it/s]
       7/80      0.94G      1.186      1.886     0.9689       1.39         10        640:  74%|███████▍  | 386/519 [03:01<01:20,  1.65it/s]
       7/80      0.94G      1.186      1.886     0.9689       1.39         10        640:  75%|███████▍  | 387/519 [03:01<01:07,  1.97it/s]
       7/80      0.94G      1.188      1.889     0.9698      1.392          7        640:  75%|███████▍  | 387/519 [03:01<01:07,  1.97it/s]
       7/80      0.94G      1.188      1.889     0.9698      1.392          7        640:  75%|███████▍  | 388/519 [03:01<00:56,  2.33it/s]
       7/80      0.94G      1.188      1.889     0.9696      1.392         11        640:  75%|███████▍  | 388/519 [03:03<00:56,  2.33it/s]
       7/80      0.94G      1.188      1.889     0.9696      1.392         11        640:  75%|███████▍  | 389/519 [03:03<01:32,  1.41it/s]
       7/80      0.94G      1.188      1.889     0.9694      1.392         14        640:  75%|███████▍  | 389/519 [03:03<01:32,  1.41it/s]
       7/80      0.94G      1.188      1.889     0.9694      1.392         14        640:  75%|███████▌  | 390/519 [03:03<01:11,  1.81it/s]
       7/80      0.94G      1.189      1.889     0.9712      1.392          7        640:  75%|███████▌  | 390/519 [03:03<01:11,  1.81it/s]
       7/80      0.94G      1.189      1.889     0.9712      1.392          7        640:  75%|███████▌  | 391/519 [03:03<00:56,  2.26it/s]
       7/80      0.94G      1.188      1.887     0.9709      1.391         11        640:  75%|███████▌  | 391/519 [03:03<00:56,  2.26it/s]
       7/80      0.94G      1.188      1.887     0.9709      1.391         11        640:  76%|███████▌  | 392/519 [03:03<00:49,  2.58it/s]
       7/80      0.94G      1.188      1.888     0.9706      1.391         11        640:  76%|███████▌  | 392/519 [03:05<00:49,  2.58it/s]
       7/80      0.94G      1.188      1.888     0.9706      1.391         11        640:  76%|███████▌  | 393/519 [03:05<01:22,  1.53it/s]
       7/80      0.94G      1.187      1.887     0.9697      1.391          8        640:  76%|███████▌  | 393/519 [03:05<01:22,  1.53it/s]
       7/80      0.94G      1.187      1.887     0.9697      1.391          8        640:  76%|███████▌  | 394/519 [03:05<01:03,  1.96it/s]
       7/80      0.94G      1.186      1.886       0.97       1.39          7        640:  76%|███████▌  | 394/519 [03:05<01:03,  1.96it/s]
       7/80      0.94G      1.186      1.886       0.97       1.39          7        640:  76%|███████▌  | 395/519 [03:05<00:52,  2.35it/s]
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       7/80      0.94G      1.187      1.887     0.9704      1.392          7        640:  76%|███████▋  | 396/519 [03:05<00:46,  2.62it/s]
       7/80      0.94G      1.187      1.886     0.9697      1.391         14        640:  76%|███████▋  | 396/519 [03:06<00:46,  2.62it/s]
       7/80      0.94G      1.187      1.886     0.9697      1.391         14        640:  76%|███████▋  | 397/519 [03:06<01:04,  1.91it/s]
       7/80      0.94G      1.187      1.886     0.9692      1.391         10        640:  76%|███████▋  | 397/519 [03:06<01:04,  1.91it/s]
       7/80      0.94G      1.187      1.886     0.9692      1.391         10        640:  77%|███████▋  | 398/519 [03:06<00:52,  2.30it/s]
       7/80      0.94G      1.187      1.886     0.9689       1.39         10        640:  77%|███████▋  | 398/519 [03:07<00:52,  2.30it/s]
       7/80      0.94G      1.187      1.886     0.9689       1.39         10        640:  77%|███████▋  | 399/519 [03:07<00:45,  2.62it/s]
       7/80      0.94G      1.186      1.886     0.9684       1.39         10        640:  77%|███████▋  | 399/519 [03:07<00:45,  2.62it/s]
       7/80      0.94G      1.186      1.886     0.9684       1.39         10        640:  77%|███████▋  | 400/519 [03:07<00:39,  3.01it/s]
       7/80      0.94G      1.185      1.885      0.968      1.389         11        640:  77%|███████▋  | 400/519 [03:08<00:39,  3.01it/s]
       7/80      0.94G      1.185      1.885      0.968      1.389         11        640:  77%|███████▋  | 401/519 [03:08<01:14,  1.59it/s]
       7/80      0.94G      1.185      1.884     0.9675      1.389         10        640:  77%|███████▋  | 401/519 [03:08<01:14,  1.59it/s]
       7/80      0.94G      1.185      1.884     0.9675      1.389         10        640:  77%|███████▋  | 402/519 [03:08<01:00,  1.93it/s]
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       7/80      0.94G      1.185      1.885     0.9675      1.389         12        640:  78%|███████▊  | 403/519 [03:09<00:52,  2.20it/s]
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       7/80      0.94G      1.186      1.885     0.9682       1.39          7        640:  78%|███████▊  | 404/519 [03:09<00:44,  2.56it/s]
       7/80      0.94G      1.186      1.885     0.9678       1.39         11        640:  78%|███████▊  | 404/519 [03:11<00:44,  2.56it/s]
       7/80      0.94G      1.186      1.885     0.9678       1.39         11        640:  78%|███████▊  | 405/519 [03:11<01:31,  1.25it/s]
       7/80      0.94G      1.186      1.884     0.9669       1.39          9        640:  78%|███████▊  | 405/519 [03:11<01:31,  1.25it/s]
       7/80      0.94G      1.186      1.884     0.9669       1.39          9        640:  78%|███████▊  | 406/519 [03:11<01:10,  1.59it/s]
       7/80      0.94G      1.186      1.884      0.967       1.39         10        640:  78%|███████▊  | 406/519 [03:11<01:10,  1.59it/s]
       7/80      0.94G      1.186      1.884      0.967       1.39         10        640:  78%|███████▊  | 407/519 [03:11<00:55,  2.01it/s]
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       7/80      0.94G      1.185      1.885     0.9664       1.39          8        640:  79%|███████▊  | 408/519 [03:11<00:46,  2.37it/s]
       7/80      0.94G      1.185      1.886     0.9658      1.389          9        640:  79%|███████▊  | 408/519 [03:13<00:46,  2.37it/s]
       7/80      0.94G      1.185      1.886     0.9658      1.389          9        640:  79%|███████▉  | 409/519 [03:13<01:19,  1.39it/s]
       7/80      0.94G      1.185      1.885     0.9661      1.389         12        640:  79%|███████▉  | 409/519 [03:13<01:19,  1.39it/s]
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       7/80      0.94G      1.185      1.884     0.9658      1.389         10        640:  79%|███████▉  | 410/519 [03:13<01:01,  1.78it/s]
       7/80      0.94G      1.185      1.884     0.9658      1.389         10        640:  79%|███████▉  | 411/519 [03:13<00:49,  2.17it/s]
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       7/80      0.94G      1.187       1.89     0.9642      1.392          9        640:  93%|█████████▎| 482/519 [03:47<00:18,  1.98it/s]
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       7/80      0.94G      1.187      1.889     0.9631      1.392         10        640:  94%|█████████▎| 486/519 [03:49<00:12,  2.65it/s]
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       7/80      0.94G      1.187      1.891     0.9626      1.391          6        640:  96%|█████████▌| 497/519 [03:54<00:08,  2.48it/s]
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       7/80      0.94G      1.186      1.891     0.9626      1.391          7        640:  96%|█████████▌| 499/519 [03:55<00:10,  1.90it/s]
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       7/80      0.94G      1.186      1.892     0.9618       1.39         11        640:  97%|█████████▋| 505/519 [03:57<00:05,  2.55it/s]
       7/80      0.94G      1.186      1.892     0.9615       1.39         11        640:  97%|█████████▋| 505/519 [03:59<00:05,  2.55it/s]
       7/80      0.94G      1.186      1.892     0.9615       1.39         11        640:  97%|█████████▋| 506/519 [03:59<00:09,  1.42it/s]
       7/80      0.94G      1.186      1.893     0.9616      1.389          9        640:  97%|█████████▋| 506/519 [03:59<00:09,  1.42it/s]
       7/80      0.94G      1.186      1.893     0.9616      1.389          9        640:  98%|█████████▊| 507/519 [03:59<00:06,  1.79it/s]
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       7/80      0.94G      1.186      1.893     0.9615      1.389         11        640:  98%|█████████▊| 508/519 [03:59<00:05,  2.17it/s]
       7/80      0.94G      1.186      1.893     0.9613      1.389         12        640:  98%|█████████▊| 508/519 [03:59<00:05,  2.17it/s]
       7/80      0.94G      1.186      1.893     0.9613      1.389         12        640:  98%|█████████▊| 509/519 [03:59<00:03,  2.64it/s]
       7/80      0.94G      1.186      1.893     0.9607      1.389         11        640:  98%|█████████▊| 509/519 [04:00<00:03,  2.64it/s]
       7/80      0.94G      1.186      1.893     0.9607      1.389         11        640:  98%|█████████▊| 510/519 [04:00<00:04,  2.04it/s]
       7/80      0.94G      1.186      1.894     0.9605      1.389         10        640:  98%|█████████▊| 510/519 [04:01<00:04,  2.04it/s]
       7/80      0.94G      1.186      1.894     0.9605      1.389         10        640:  98%|█████████▊| 511/519 [04:01<00:03,  2.33it/s]
       7/80      0.94G      1.186      1.894     0.9607      1.389         12        640:  98%|█████████▊| 511/519 [04:01<00:03,  2.33it/s]
       7/80      0.94G      1.186      1.894     0.9607      1.389         12        640:  99%|█████████▊| 512/519 [04:01<00:02,  2.80it/s]
       7/80      0.94G      1.185      1.894     0.9603      1.389          9        640:  99%|█████████▊| 512/519 [04:01<00:02,  2.80it/s]
       7/80      0.94G      1.185      1.894     0.9603      1.389          9        640:  99%|█████████▉| 513/519 [04:01<00:01,  3.03it/s]
       7/80      0.94G      1.185      1.894     0.9602      1.389         11        640:  99%|█████████▉| 513/519 [04:02<00:01,  3.03it/s]
       7/80      0.94G      1.185      1.894     0.9602      1.389         11        640:  99%|█████████▉| 514/519 [04:02<00:02,  2.24it/s]
       7/80      0.94G      1.186      1.895     0.9601      1.389         10        640:  99%|█████████▉| 514/519 [04:02<00:02,  2.24it/s]
       7/80      0.94G      1.186      1.895     0.9601      1.389         10        640:  99%|█████████▉| 515/519 [04:02<00:01,  2.64it/s]
       7/80      0.94G      1.186      1.894     0.9599      1.389          9        640:  99%|█████████▉| 515/519 [04:02<00:01,  2.64it/s]
       7/80      0.94G      1.186      1.894     0.9599      1.389          9        640:  99%|█████████▉| 516/519 [04:02<00:00,  3.31it/s]
       7/80      0.94G      1.186      1.894     0.9597      1.389         11        640:  99%|█████████▉| 516/519 [04:02<00:00,  3.31it/s]
       7/80      0.94G      1.187      1.895     0.9603      1.389         14        640:  99%|█████████▉| 516/519 [04:02<00:00,  3.31it/s]
       7/80      0.94G      1.187      1.895     0.9603      1.389         14        640: 100%|█████████▉| 518/519 [04:02<00:00,  3.82it/s]
       7/80      0.94G      1.187      1.895     0.9606      1.389          9        640: 100%|█████████▉| 518/519 [04:03<00:00,  3.82it/s]
       7/80      0.94G      1.187      1.895     0.9606      1.389          9        640: 100%|██████████| 519/519 [04:03<00:00,  2.13it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:49,  6.40s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:58,  2.83s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:44,  1.69s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:13,  1.21s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<01:00,  1.00s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:49,  1.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:41,  1.39it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:37,  1.51it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:31,  1.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:26,  2.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:24,  2.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:24,  2.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:24,  2.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:24,  2.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:23,  2.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:24,  1.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:22,  2.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:22,  2.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:25,  1.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:15<00:24,  1.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:26,  1.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  1.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:18,  2.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.75it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.59it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.55it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  5.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:05,  6.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.42it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:04,  6.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:04,  6.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  6.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.43it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:21<00:01,  7.45it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  82%|████████▏ | 53/65 [00:21<00:01,  8.46it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:22<00:01,  8.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  9.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:00,  9.27it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.43it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  8.87it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  92%|█████████▏| 60/65 [00:22<00:00,  9.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:22<00:00,  9.40it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.50it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  9.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.78it/s]
-                   all        519        519      0.947      0.909      0.965      0.677      0.943      0.906      0.961      0.669
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
       8/80      0.94G      1.123      1.519     0.8224       1.27         10        640:   0%|          | 0/519 [00:03<?, ?it/s]
       8/80      0.94G      1.123      1.519     0.8224       1.27         10        640:   0%|          | 1/519 [00:03<27:28,  3.18s/it]
       8/80      0.94G      1.091      1.955     0.9915      1.313         12        640:   0%|          | 1/519 [00:03<27:28,  3.18s/it]
       8/80      0.94G      1.091      1.955     0.9915      1.313         12        640:   0%|          | 2/519 [00:03<12:38,  1.47s/it]
       8/80      0.94G      1.007      1.682     0.8473      1.262          8        640:   0%|          | 2/519 [00:03<12:38,  1.47s/it]
       8/80      0.94G      1.007      1.682     0.8473      1.262          8        640:   1%|          | 3/519 [00:03<07:54,  1.09it/s]
       8/80      0.94G     0.9579      1.631     0.7999      1.252          8        640:   1%|          | 3/519 [00:03<07:54,  1.09it/s]
       8/80      0.94G     0.9579      1.631     0.7999      1.252          8        640:   1%|          | 4/519 [00:03<05:29,  1.56it/s]
       8/80      0.94G       1.02      1.751     0.8612      1.306          9        640:   1%|          | 4/519 [00:04<05:29,  1.56it/s]
       8/80      0.94G       1.02      1.751     0.8612      1.306          9        640:   1%|          | 5/519 [00:04<04:16,  2.01it/s]
       8/80      0.94G      1.114      1.931     0.9013      1.409          8        640:   1%|          | 5/519 [00:05<04:16,  2.01it/s]
       8/80      0.94G      1.114      1.931     0.9013      1.409          8        640:   1%|          | 6/519 [00:05<06:21,  1.35it/s]
       8/80      0.94G      1.115      1.913     0.8877      1.412         13        640:   1%|          | 6/519 [00:05<06:21,  1.35it/s]
       8/80      0.94G      1.115      1.913     0.8877      1.412         13        640:   1%|▏         | 7/519 [00:05<04:58,  1.71it/s]
       8/80      0.94G      1.168      2.043     0.8901       1.46          6        640:   1%|▏         | 7/519 [00:05<04:58,  1.71it/s]
       8/80      0.94G      1.168      2.043     0.8901       1.46          6        640:   2%|▏         | 8/519 [00:05<04:04,  2.09it/s]
       8/80      0.94G      1.192      1.987     0.8854      1.478          9        640:   2%|▏         | 8/519 [00:06<04:04,  2.09it/s]
       8/80      0.94G      1.192      1.987     0.8854      1.478          9        640:   2%|▏         | 9/519 [00:06<03:49,  2.22it/s]
       8/80      0.94G      1.167      1.938     0.8768      1.456         11        640:   2%|▏         | 9/519 [00:06<03:49,  2.22it/s]
       8/80      0.94G      1.167      1.938     0.8768      1.456         11        640:   2%|▏         | 10/519 [00:06<04:11,  2.03it/s]
       8/80      0.94G      1.139      1.992      0.881      1.431          8        640:   2%|▏         | 10/519 [00:07<04:11,  2.03it/s]
       8/80      0.94G      1.139      1.992      0.881      1.431          8        640:   2%|▏         | 11/519 [00:07<03:24,  2.48it/s]
       8/80      0.94G      1.107      1.968     0.8527        1.4         11        640:   2%|▏         | 11/519 [00:07<03:24,  2.48it/s]
       8/80      0.94G      1.107      1.968     0.8527        1.4         11        640:   2%|▏         | 12/519 [00:07<03:14,  2.61it/s]
       8/80      0.94G      1.107      1.959     0.8582      1.392         12        640:   2%|▏         | 12/519 [00:07<03:14,  2.61it/s]
       8/80      0.94G      1.107      1.959     0.8582      1.392         12        640:   3%|▎         | 13/519 [00:07<03:21,  2.51it/s]
       8/80      0.94G      1.103      1.925     0.8495       1.38         11        640:   3%|▎         | 13/519 [00:08<03:21,  2.51it/s]
       8/80      0.94G      1.103      1.925     0.8495       1.38         11        640:   3%|▎         | 14/519 [00:08<04:45,  1.77it/s]
       8/80      0.94G      1.118      1.993      0.871      1.383         10        640:   3%|▎         | 14/519 [00:09<04:45,  1.77it/s]
       8/80      0.94G      1.118      1.993      0.871      1.383         10        640:   3%|▎         | 15/519 [00:09<03:53,  2.16it/s]
       8/80      0.94G       1.12      1.977     0.8663      1.377         12        640:   3%|▎         | 15/519 [00:09<03:53,  2.16it/s]
       8/80      0.94G       1.12      1.977     0.8663      1.377         12        640:   3%|▎         | 16/519 [00:09<03:17,  2.54it/s]
       8/80      0.94G       1.12      1.988      0.884      1.375          9        640:   3%|▎         | 16/519 [00:09<03:17,  2.54it/s]
       8/80      0.94G       1.12      1.988      0.884      1.375          9        640:   3%|▎         | 17/519 [00:09<03:00,  2.79it/s]
       8/80      0.94G      1.107      1.982     0.8758      1.361         12        640:   3%|▎         | 17/519 [00:10<03:00,  2.79it/s]
       8/80      0.94G      1.107      1.982     0.8758      1.361         12        640:   3%|▎         | 18/519 [00:10<05:32,  1.50it/s]
       8/80      0.94G      1.128      1.961     0.8728      1.362          8        640:   3%|▎         | 18/519 [00:11<05:32,  1.50it/s]
       8/80      0.94G      1.128      1.961     0.8728      1.362          8        640:   4%|▎         | 19/519 [00:11<04:22,  1.90it/s]
       8/80      0.94G      1.124      1.978     0.8825      1.366          9        640:   4%|▎         | 19/519 [00:11<04:22,  1.90it/s]
       8/80      0.94G      1.124      1.978     0.8825      1.366          9        640:   4%|▍         | 20/519 [00:11<03:40,  2.26it/s]
       8/80      0.94G      1.112      1.947     0.8812      1.362          9        640:   4%|▍         | 20/519 [00:11<03:40,  2.26it/s]
       8/80      0.94G      1.112      1.947     0.8812      1.362          9        640:   4%|▍         | 21/519 [00:11<03:12,  2.58it/s]
       8/80      0.94G      1.107      1.931     0.8781      1.357         11        640:   4%|▍         | 21/519 [00:12<03:12,  2.58it/s]
       8/80      0.94G      1.107      1.931     0.8781      1.357         11        640:   4%|▍         | 22/519 [00:12<05:18,  1.56it/s]
       8/80      0.94G      1.122      1.945     0.8945      1.363         10        640:   4%|▍         | 22/519 [00:13<05:18,  1.56it/s]
       8/80      0.94G      1.122      1.945     0.8945      1.363         10        640:   4%|▍         | 23/519 [00:13<04:23,  1.88it/s]
       8/80      0.94G       1.15      1.964     0.9075      1.385          6        640:   4%|▍         | 23/519 [00:13<04:23,  1.88it/s]
       8/80      0.94G       1.15      1.964     0.9075      1.385          6        640:   5%|▍         | 24/519 [00:13<03:37,  2.27it/s]
       8/80      0.94G      1.152      1.969       0.91      1.384         12        640:   5%|▍         | 24/519 [00:13<03:37,  2.27it/s]
       8/80      0.94G      1.152      1.969       0.91      1.384         12        640:   5%|▍         | 25/519 [00:13<03:10,  2.59it/s]
       8/80      0.94G      1.146      1.982     0.9039       1.38          9        640:   5%|▍         | 25/519 [00:14<03:10,  2.59it/s]
       8/80      0.94G      1.146      1.982     0.9039       1.38          9        640:   5%|▌         | 26/519 [00:14<04:20,  1.89it/s]
       8/80      0.94G      1.143      1.997     0.9267      1.383          9        640:   5%|▌         | 26/519 [00:14<04:20,  1.89it/s]
       8/80      0.94G      1.143      1.997     0.9267      1.383          9        640:   5%|▌         | 27/519 [00:14<03:43,  2.20it/s]
       8/80      0.94G      1.166      2.011     0.9528      1.394         10        640:   5%|▌         | 27/519 [00:15<03:43,  2.20it/s]
       8/80      0.94G      1.166      2.011     0.9528      1.394         10        640:   5%|▌         | 28/519 [00:15<03:20,  2.45it/s]
       8/80      0.94G      1.161      1.993     0.9473       1.39          9        640:   5%|▌         | 28/519 [00:15<03:20,  2.45it/s]
       8/80      0.94G      1.161      1.993     0.9473       1.39          9        640:   6%|▌         | 29/519 [00:15<02:54,  2.81it/s]
       8/80      0.94G      1.151      1.972     0.9368      1.381          9        640:   6%|▌         | 29/519 [00:16<02:54,  2.81it/s]
       8/80      0.94G      1.151      1.972     0.9368      1.381          9        640:   6%|▌         | 30/519 [00:16<05:45,  1.42it/s]
       8/80      0.94G      1.149      1.964     0.9372      1.388          9        640:   6%|▌         | 30/519 [00:16<05:45,  1.42it/s]
       8/80      0.94G      1.149      1.964     0.9372      1.388          9        640:   6%|▌         | 31/519 [00:16<04:26,  1.83it/s]
       8/80      0.94G      1.146      1.962     0.9323      1.386         13        640:   6%|▌         | 31/519 [00:17<04:26,  1.83it/s]
       8/80      0.94G      1.146      1.962     0.9323      1.386         13        640:   6%|▌         | 32/519 [00:17<03:42,  2.19it/s]
       8/80      0.94G      1.149      1.959     0.9352      1.387         15        640:   6%|▌         | 32/519 [00:17<03:42,  2.19it/s]
       8/80      0.94G      1.149      1.959     0.9352      1.387         15        640:   6%|▋         | 33/519 [00:17<03:08,  2.58it/s]
       8/80      0.94G      1.153      1.952     0.9344      1.388         11        640:   6%|▋         | 33/519 [00:18<03:08,  2.58it/s]
       8/80      0.94G      1.153      1.952     0.9344      1.388         11        640:   7%|▋         | 34/519 [00:18<04:05,  1.98it/s]
       8/80      0.94G      1.156      1.939     0.9383      1.394         10        640:   7%|▋         | 34/519 [00:18<04:05,  1.98it/s]
       8/80      0.94G      1.156      1.939     0.9383      1.394         10        640:   7%|▋         | 35/519 [00:18<03:24,  2.37it/s]
       8/80      0.94G      1.148       1.93     0.9311      1.386         12        640:   7%|▋         | 35/519 [00:18<03:24,  2.37it/s]
       8/80      0.94G      1.148       1.93     0.9311      1.386         12        640:   7%|▋         | 36/519 [00:18<02:56,  2.74it/s]
       8/80      0.94G      1.151      1.933     0.9398      1.386         11        640:   7%|▋         | 36/519 [00:18<02:56,  2.74it/s]
       8/80      0.94G      1.151      1.933     0.9398      1.386         11        640:   7%|▋         | 37/519 [00:18<02:40,  3.01it/s]
       8/80      0.94G      1.149      1.938     0.9463      1.383         11        640:   7%|▋         | 37/519 [00:19<02:40,  3.01it/s]
       8/80      0.94G      1.149      1.938     0.9463      1.383         11        640:   7%|▋         | 38/519 [00:19<03:40,  2.18it/s]
       8/80      0.94G      1.146       1.93     0.9461      1.383         11        640:   7%|▋         | 38/519 [00:19<03:40,  2.18it/s]
       8/80      0.94G      1.146       1.93     0.9461      1.383         11        640:   8%|▊         | 39/519 [00:19<03:08,  2.54it/s]
       8/80      0.94G      1.147      1.923     0.9461      1.383          9        640:   8%|▊         | 39/519 [00:20<03:08,  2.54it/s]
       8/80      0.94G      1.147      1.923     0.9461      1.383          9        640:   8%|▊         | 40/519 [00:20<02:48,  2.84it/s]
       8/80      0.94G      1.149      1.931      0.947      1.382         11        640:   8%|▊         | 40/519 [00:20<02:48,  2.84it/s]
       8/80      0.94G      1.149      1.931      0.947      1.382         11        640:   8%|▊         | 41/519 [00:20<02:46,  2.87it/s]
       8/80      0.94G      1.151       1.92     0.9463       1.38         11        640:   8%|▊         | 41/519 [00:21<02:46,  2.87it/s]
       8/80      0.94G      1.151       1.92     0.9463       1.38         11        640:   8%|▊         | 42/519 [00:21<04:22,  1.81it/s]
       8/80      0.94G      1.145      1.906     0.9393      1.376          7        640:   8%|▊         | 42/519 [00:21<04:22,  1.81it/s]
       8/80      0.94G      1.145      1.906     0.9393      1.376          7        640:   8%|▊         | 43/519 [00:21<03:28,  2.28it/s]
       8/80      0.94G      1.148      1.904     0.9446      1.377         12        640:   8%|▊         | 43/519 [00:22<03:28,  2.28it/s]
       8/80      0.94G      1.148      1.904     0.9446      1.377         12        640:   8%|▊         | 44/519 [00:22<03:15,  2.43it/s]
       8/80      0.94G      1.144      1.896     0.9382       1.37          9        640:   8%|▊         | 44/519 [00:22<03:15,  2.43it/s]
       8/80      0.94G      1.144      1.896     0.9382       1.37          9        640:   9%|▊         | 45/519 [00:22<03:51,  2.05it/s]
       8/80      0.94G      1.139      1.888     0.9338       1.37          7        640:   9%|▊         | 45/519 [00:23<03:51,  2.05it/s]
       8/80      0.94G      1.139      1.888     0.9338       1.37          7        640:   9%|▉         | 46/519 [00:23<03:15,  2.42it/s]
       8/80      0.94G      1.134      1.881     0.9286      1.368          8        640:   9%|▉         | 46/519 [00:23<03:15,  2.42it/s]
       8/80      0.94G      1.134      1.881     0.9286      1.368          8        640:   9%|▉         | 47/519 [00:23<04:34,  1.72it/s]
       8/80      0.94G      1.132      1.886     0.9335      1.366          6        640:   9%|▉         | 47/519 [00:24<04:34,  1.72it/s]
       8/80      0.94G      1.132      1.886     0.9335      1.366          6        640:   9%|▉         | 48/519 [00:24<03:47,  2.07it/s]
       8/80      0.94G      1.136      1.901     0.9329      1.372         11        640:   9%|▉         | 48/519 [00:24<03:47,  2.07it/s]
       8/80      0.94G      1.136      1.901     0.9329      1.372         11        640:   9%|▉         | 49/519 [00:24<03:40,  2.13it/s]
       8/80      0.94G      1.132      1.898     0.9291       1.37         10        640:   9%|▉         | 49/519 [00:24<03:40,  2.13it/s]
       8/80      0.94G      1.132      1.898     0.9291       1.37         10        640:  10%|▉         | 50/519 [00:24<03:07,  2.50it/s]
       8/80      0.94G      1.131      1.885     0.9251      1.367          9        640:  10%|▉         | 50/519 [00:26<03:07,  2.50it/s]
       8/80      0.94G      1.131      1.885     0.9251      1.367          9        640:  10%|▉         | 51/519 [00:26<05:35,  1.39it/s]
       8/80      0.94G      1.135      1.887     0.9343      1.367         11        640:  10%|▉         | 51/519 [00:26<05:35,  1.39it/s]
       8/80      0.94G      1.135      1.887     0.9343      1.367         11        640:  10%|█         | 52/519 [00:26<04:25,  1.76it/s]
       8/80      0.94G      1.139      1.898     0.9349      1.368          9        640:  10%|█         | 52/519 [00:26<04:25,  1.76it/s]
       8/80      0.94G      1.139      1.898     0.9349      1.368          9        640:  10%|█         | 53/519 [00:26<03:36,  2.15it/s]
       8/80      0.94G       1.14      1.895     0.9345      1.368          8        640:  10%|█         | 53/519 [00:27<03:36,  2.15it/s]
       8/80      0.94G       1.14      1.895     0.9345      1.368          8        640:  10%|█         | 54/519 [00:27<03:10,  2.44it/s]
       8/80      0.94G      1.147      1.902     0.9329      1.372          9        640:  10%|█         | 54/519 [00:28<03:10,  2.44it/s]
       8/80      0.94G      1.147      1.902     0.9329      1.372          9        640:  11%|█         | 55/519 [00:28<04:50,  1.60it/s]
       8/80      0.94G      1.146      1.914     0.9272      1.371         11        640:  11%|█         | 55/519 [00:28<04:50,  1.60it/s]
       8/80      0.94G      1.146      1.914     0.9272      1.371         11        640:  11%|█         | 56/519 [00:28<03:48,  2.02it/s]
       8/80      0.94G      1.143      1.906     0.9252      1.368         14        640:  11%|█         | 56/519 [00:28<03:48,  2.02it/s]
       8/80      0.94G      1.143      1.906     0.9252      1.368         14        640:  11%|█         | 57/519 [00:28<03:11,  2.42it/s]
       8/80      0.94G      1.146      1.897     0.9222      1.373          9        640:  11%|█         | 57/519 [00:28<03:11,  2.42it/s]
       8/80      0.94G      1.146      1.897     0.9222      1.373          9        640:  11%|█         | 58/519 [00:28<02:43,  2.82it/s]
       8/80      0.94G      1.146      1.893     0.9293      1.372          9        640:  11%|█         | 58/519 [00:29<02:43,  2.82it/s]
       8/80      0.94G      1.146      1.893     0.9293      1.372          9        640:  11%|█▏        | 59/519 [00:29<03:58,  1.93it/s]
       8/80      0.94G      1.147      1.893     0.9281      1.371         13        640:  11%|█▏        | 59/519 [00:29<03:58,  1.93it/s]
       8/80      0.94G      1.147      1.893     0.9281      1.371         13        640:  12%|█▏        | 60/519 [00:29<03:21,  2.28it/s]
       8/80      0.94G      1.146      1.887     0.9261      1.368         15        640:  12%|█▏        | 60/519 [00:30<03:21,  2.28it/s]
       8/80      0.94G      1.146      1.887     0.9261      1.368         15        640:  12%|█▏        | 61/519 [00:30<02:57,  2.58it/s]
       8/80      0.94G      1.145      1.878     0.9241      1.367          8        640:  12%|█▏        | 61/519 [00:30<02:57,  2.58it/s]
       8/80      0.94G      1.145      1.878     0.9241      1.367          8        640:  12%|█▏        | 62/519 [00:30<02:38,  2.88it/s]
       8/80      0.94G      1.142      1.872     0.9218      1.366         11        640:  12%|█▏        | 62/519 [00:31<02:38,  2.88it/s]
       8/80      0.94G      1.142      1.872     0.9218      1.366         11        640:  12%|█▏        | 63/519 [00:31<04:06,  1.85it/s]
       8/80      0.94G      1.149      1.888     0.9301      1.368          8        640:  12%|█▏        | 63/519 [00:31<04:06,  1.85it/s]
       8/80      0.94G      1.149      1.888     0.9301      1.368          8        640:  12%|█▏        | 64/519 [00:31<03:22,  2.25it/s]
       8/80      0.94G      1.147      1.889     0.9313      1.366          9        640:  12%|█▏        | 64/519 [00:31<03:22,  2.25it/s]
       8/80      0.94G      1.147      1.889     0.9313      1.366          9        640:  13%|█▎        | 65/519 [00:31<02:51,  2.65it/s]
       8/80      0.94G      1.146      1.899     0.9304      1.365          9        640:  13%|█▎        | 65/519 [00:32<02:51,  2.65it/s]
       8/80      0.94G      1.146      1.899     0.9304      1.365          9        640:  13%|█▎        | 66/519 [00:32<02:34,  2.93it/s]
       8/80      0.94G      1.145      1.901     0.9293      1.364         10        640:  13%|█▎        | 66/519 [00:33<02:34,  2.93it/s]
       8/80      0.94G      1.145      1.901     0.9293      1.364         10        640:  13%|█▎        | 67/519 [00:33<04:46,  1.58it/s]
       8/80      0.94G      1.144      1.897     0.9269      1.363         14        640:  13%|█▎        | 67/519 [00:33<04:46,  1.58it/s]
       8/80      0.94G      1.144      1.897     0.9269      1.363         14        640:  13%|█▎        | 68/519 [00:33<03:40,  2.05it/s]
       8/80      0.94G      1.145      1.907     0.9297      1.363         12        640:  13%|█▎        | 68/519 [00:33<03:40,  2.05it/s]
       8/80      0.94G      1.145      1.907     0.9297      1.363         12        640:  13%|█▎        | 69/519 [00:33<02:57,  2.54it/s]
       8/80      0.94G      1.142      1.902     0.9285      1.361         10        640:  13%|█▎        | 69/519 [00:34<02:57,  2.54it/s]
       8/80      0.94G      1.142      1.902     0.9285      1.361         10        640:  13%|█▎        | 70/519 [00:34<02:37,  2.85it/s]
       8/80      0.94G      1.138      1.896     0.9319      1.359         12        640:  13%|█▎        | 70/519 [00:35<02:37,  2.85it/s]
       8/80      0.94G      1.138      1.896     0.9319      1.359         12        640:  14%|█▎        | 71/519 [00:35<04:30,  1.66it/s]
       8/80      0.94G      1.137       1.89     0.9302       1.36          9        640:  14%|█▎        | 71/519 [00:35<04:30,  1.66it/s]
       8/80      0.94G      1.137       1.89     0.9302       1.36          9        640:  14%|█▍        | 72/519 [00:35<03:36,  2.07it/s]
       8/80      0.94G      1.136      1.894     0.9289      1.361         10        640:  14%|█▍        | 72/519 [00:35<03:36,  2.07it/s]
       8/80      0.94G      1.136      1.894     0.9289      1.361         10        640:  14%|█▍        | 73/519 [00:35<02:53,  2.57it/s]
       8/80      0.94G      1.136      1.888     0.9271      1.359          9        640:  14%|█▍        | 73/519 [00:35<02:53,  2.57it/s]
       8/80      0.94G      1.136      1.888     0.9271      1.359          9        640:  14%|█▍        | 74/519 [00:35<02:40,  2.77it/s]
       8/80      0.94G      1.139      1.891     0.9304      1.362         11        640:  14%|█▍        | 74/519 [00:37<02:40,  2.77it/s]
       8/80      0.94G      1.139      1.891     0.9304      1.362         11        640:  14%|█▍        | 75/519 [00:37<04:25,  1.67it/s]
       8/80      0.94G      1.141      1.891     0.9336      1.366          9        640:  14%|█▍        | 75/519 [00:37<04:25,  1.67it/s]
       8/80      0.94G      1.141      1.891     0.9336      1.366          9        640:  15%|█▍        | 76/519 [00:37<03:42,  1.99it/s]
       8/80      0.94G      1.142      1.891     0.9349      1.367         10        640:  15%|█▍        | 76/519 [00:37<03:42,  1.99it/s]
       8/80      0.94G      1.142      1.891     0.9349      1.367         10        640:  15%|█▍        | 77/519 [00:37<03:08,  2.34it/s]
       8/80      0.94G      1.145      1.893     0.9368      1.368          7        640:  15%|█▍        | 77/519 [00:37<03:08,  2.34it/s]
       8/80      0.94G      1.145      1.893     0.9368      1.368          7        640:  15%|█▌        | 78/519 [00:37<02:43,  2.70it/s]
       8/80      0.94G      1.142       1.89     0.9352      1.367         11        640:  15%|█▌        | 78/519 [00:38<02:43,  2.70it/s]
       8/80      0.94G      1.142       1.89     0.9352      1.367         11        640:  15%|█▌        | 79/519 [00:38<02:35,  2.83it/s]
       8/80      0.94G      1.146      1.903     0.9399      1.368         12        640:  15%|█▌        | 79/519 [00:38<02:35,  2.83it/s]
       8/80      0.94G      1.146      1.903     0.9399      1.368         12        640:  15%|█▌        | 80/519 [00:38<02:18,  3.17it/s]
       8/80      0.94G      1.149      1.907      0.942      1.368         12        640:  15%|█▌        | 80/519 [00:38<02:18,  3.17it/s]
       8/80      0.94G      1.149      1.907      0.942      1.368         12        640:  16%|█▌        | 81/519 [00:38<02:10,  3.35it/s]
       8/80      0.94G      1.151      1.906     0.9456       1.37         12        640:  16%|█▌        | 81/519 [00:38<02:10,  3.35it/s]
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       8/80      0.94G      1.162      1.914     0.9319      1.365         12        640:  65%|██████▍   | 337/519 [02:34<00:54,  3.36it/s]
       8/80      0.94G      1.162      1.914     0.9319      1.365         12        640:  65%|██████▌   | 338/519 [02:34<00:52,  3.45it/s]
       8/80      0.94G      1.161      1.913     0.9313      1.365          6        640:  65%|██████▌   | 338/519 [02:36<00:52,  3.45it/s]
       8/80      0.94G      1.161      1.913     0.9313      1.365          6        640:  65%|██████▌   | 339/519 [02:36<02:30,  1.20it/s]
       8/80      0.94G      1.161      1.912     0.9311      1.366          9        640:  65%|██████▌   | 339/519 [02:36<02:30,  1.20it/s]
       8/80      0.94G      1.161      1.912     0.9311      1.366          9        640:  66%|██████▌   | 340/519 [02:36<01:54,  1.56it/s]
       8/80      0.94G      1.162      1.914      0.932      1.366         13        640:  66%|██████▌   | 340/519 [02:36<01:54,  1.56it/s]
       8/80      0.94G      1.162      1.914      0.932      1.366         13        640:  66%|██████▌   | 341/519 [02:36<01:28,  2.01it/s]
       8/80      0.94G      1.161      1.912     0.9314      1.365         11        640:  66%|██████▌   | 341/519 [02:36<01:28,  2.01it/s]
       8/80      0.94G      1.161      1.912     0.9314      1.365         11        640:  66%|██████▌   | 342/519 [02:36<01:15,  2.35it/s]
       8/80      0.94G      1.161      1.911     0.9313      1.365         10        640:  66%|██████▌   | 342/519 [02:37<01:15,  2.35it/s]
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       8/80      0.94G      1.161       1.91     0.9313      1.365         11        640:  66%|██████▌   | 343/519 [02:38<01:45,  1.67it/s]
       8/80      0.94G      1.161       1.91     0.9313      1.365         11        640:  66%|██████▋   | 344/519 [02:38<01:25,  2.05it/s]
       8/80      0.94G      1.161      1.911     0.9317      1.364         10        640:  66%|██████▋   | 344/519 [02:38<01:25,  2.05it/s]
       8/80      0.94G      1.161      1.911     0.9317      1.364         10        640:  66%|██████▋   | 345/519 [02:38<01:10,  2.46it/s]
       8/80      0.94G      1.161      1.911      0.932      1.364         10        640:  66%|██████▋   | 345/519 [02:38<01:10,  2.46it/s]
       8/80      0.94G      1.161      1.911      0.932      1.364         10        640:  67%|██████▋   | 346/519 [02:38<01:03,  2.72it/s]
       8/80      0.94G      1.162      1.911     0.9318      1.364         12        640:  67%|██████▋   | 346/519 [02:39<01:03,  2.72it/s]
       8/80      0.94G      1.162      1.911     0.9318      1.364         12        640:  67%|██████▋   | 347/519 [02:39<01:36,  1.79it/s]
       8/80      0.94G      1.161       1.91     0.9318      1.364         11        640:  67%|██████▋   | 347/519 [02:40<01:36,  1.79it/s]
       8/80      0.94G      1.161       1.91     0.9318      1.364         11        640:  67%|██████▋   | 348/519 [02:40<01:24,  2.03it/s]
       8/80      0.94G      1.162      1.909     0.9316      1.364         10        640:  67%|██████▋   | 348/519 [02:40<01:24,  2.03it/s]
       8/80      0.94G      1.162      1.909     0.9316      1.364         10        640:  67%|██████▋   | 349/519 [02:40<01:11,  2.38it/s]
       8/80      0.94G      1.162       1.91     0.9315      1.364          8        640:  67%|██████▋   | 349/519 [02:40<01:11,  2.38it/s]
       8/80      0.94G      1.162       1.91     0.9315      1.364          8        640:  67%|██████▋   | 350/519 [02:40<01:01,  2.73it/s]
       8/80      0.94G      1.161       1.91     0.9312      1.363         12        640:  67%|██████▋   | 350/519 [02:42<01:01,  2.73it/s]
       8/80      0.94G      1.161       1.91     0.9312      1.363         12        640:  68%|██████▊   | 351/519 [02:42<02:17,  1.22it/s]
       8/80      0.94G      1.161      1.908     0.9307      1.363         11        640:  68%|██████▊   | 351/519 [02:42<02:17,  1.22it/s]
       8/80      0.94G      1.161      1.908     0.9307      1.363         11        640:  68%|██████▊   | 352/519 [02:42<01:43,  1.62it/s]
       8/80      0.94G      1.161      1.907     0.9305      1.363          8        640:  68%|██████▊   | 352/519 [02:42<01:43,  1.62it/s]
       8/80      0.94G      1.161      1.907     0.9305      1.363          8        640:  68%|██████▊   | 353/519 [02:42<01:21,  2.03it/s]
       8/80      0.94G      1.161      1.907     0.9302      1.363         14        640:  68%|██████▊   | 353/519 [02:42<01:21,  2.03it/s]
       8/80      0.94G      1.161      1.907     0.9302      1.363         14        640:  68%|██████▊   | 354/519 [02:42<01:09,  2.37it/s]
       8/80      0.94G      1.161      1.905     0.9293      1.362         11        640:  68%|██████▊   | 354/519 [02:44<01:09,  2.37it/s]
       8/80      0.94G      1.161      1.905     0.9293      1.362         11        640:  68%|██████▊   | 355/519 [02:44<01:44,  1.57it/s]
       8/80      0.94G      1.161      1.905     0.9288      1.362         13        640:  68%|██████▊   | 355/519 [02:44<01:44,  1.57it/s]
       8/80      0.94G      1.161      1.905     0.9282      1.362         13        640:  68%|██████▊   | 355/519 [02:44<01:44,  1.57it/s]
       8/80      0.94G      1.161      1.905     0.9282      1.362         13        640:  69%|██████▉   | 357/519 [02:44<01:07,  2.39it/s]
       8/80      0.94G      1.162      1.906     0.9293      1.362          6        640:  69%|██████▉   | 357/519 [02:44<01:07,  2.39it/s]
       8/80      0.94G      1.162      1.906     0.9293      1.362          6        640:  69%|██████▉   | 358/519 [02:44<01:01,  2.63it/s]
       8/80      0.94G      1.162      1.907     0.9296      1.363          9        640:  69%|██████▉   | 358/519 [02:45<01:01,  2.63it/s]
       8/80      0.94G      1.162      1.907     0.9296      1.363          9        640:  69%|██████▉   | 359/519 [02:45<01:16,  2.09it/s]
       8/80      0.94G      1.163      1.906     0.9294      1.363          9        640:  69%|██████▉   | 359/519 [02:45<01:16,  2.09it/s]
       8/80      0.94G      1.163      1.906     0.9294      1.363          9        640:  69%|██████▉   | 360/519 [02:45<01:05,  2.41it/s]
       8/80      0.94G      1.163      1.906     0.9299      1.364          7        640:  69%|██████▉   | 360/519 [02:45<01:05,  2.41it/s]
       8/80      0.94G      1.163      1.906     0.9299      1.364          7        640:  70%|██████▉   | 361/519 [02:45<00:53,  2.93it/s]
       8/80      0.94G      1.163      1.906     0.9303      1.364         10        640:  70%|██████▉   | 361/519 [02:46<00:53,  2.93it/s]
       8/80      0.94G      1.163      1.906     0.9303      1.364         10        640:  70%|██████▉   | 362/519 [02:46<00:47,  3.29it/s]
       8/80      0.94G      1.162      1.906     0.9296      1.363         11        640:  70%|██████▉   | 362/519 [02:47<00:47,  3.29it/s]
       8/80      0.94G      1.162      1.906     0.9296      1.363         11        640:  70%|██████▉   | 363/519 [02:47<01:22,  1.90it/s]
       8/80      0.94G      1.162      1.905     0.9295      1.363         10        640:  70%|██████▉   | 363/519 [02:47<01:22,  1.90it/s]
       8/80      0.94G      1.162      1.905     0.9295      1.363         10        640:  70%|███████   | 364/519 [02:47<01:08,  2.25it/s]
       8/80      0.94G      1.162      1.904      0.929      1.363          8        640:  70%|███████   | 364/519 [02:47<01:08,  2.25it/s]
       8/80      0.94G      1.162      1.904      0.929      1.363          8        640:  70%|███████   | 365/519 [02:47<01:01,  2.51it/s]
       8/80      0.94G      1.162      1.903     0.9293      1.364         10        640:  70%|███████   | 365/519 [02:47<01:01,  2.51it/s]
       8/80      0.94G      1.162      1.903     0.9293      1.364         10        640:  71%|███████   | 366/519 [02:47<00:53,  2.88it/s]
       8/80      0.94G      1.162      1.902     0.9288      1.364         10        640:  71%|███████   | 366/519 [02:48<00:53,  2.88it/s]
       8/80      0.94G      1.162      1.902     0.9288      1.364         10        640:  71%|███████   | 367/519 [02:48<01:23,  1.81it/s]
       8/80      0.94G      1.161      1.901     0.9287      1.363         11        640:  71%|███████   | 367/519 [02:49<01:23,  1.81it/s]
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       8/80      0.94G      1.161        1.9     0.9289      1.363          7        640:  71%|███████   | 368/519 [02:49<01:09,  2.16it/s]
       8/80      0.94G      1.161        1.9     0.9289      1.363          7        640:  71%|███████   | 369/519 [02:49<00:57,  2.63it/s]
       8/80      0.94G       1.16      1.899     0.9288      1.363         12        640:  71%|███████   | 369/519 [02:49<00:57,  2.63it/s]
       8/80      0.94G       1.16      1.899     0.9288      1.363         12        640:  71%|███████▏  | 370/519 [02:49<00:52,  2.85it/s]
       8/80      0.94G      1.161      1.899     0.9288      1.363         14        640:  71%|███████▏  | 370/519 [02:50<00:52,  2.85it/s]
       8/80      0.94G      1.161      1.899     0.9288      1.363         14        640:  71%|███████▏  | 371/519 [02:50<01:04,  2.29it/s]
       8/80      0.94G      1.161      1.899     0.9287      1.362          9        640:  71%|███████▏  | 371/519 [02:50<01:04,  2.29it/s]
       8/80      0.94G      1.161      1.899     0.9287      1.362          9        640:  72%|███████▏  | 372/519 [02:50<00:56,  2.61it/s]
       8/80      0.94G       1.16      1.899     0.9282      1.362         10        640:  72%|███████▏  | 372/519 [02:50<00:56,  2.61it/s]
       8/80      0.94G       1.16      1.899     0.9282      1.362         10        640:  72%|███████▏  | 373/519 [02:50<00:49,  2.97it/s]
       8/80      0.94G      1.163      1.903     0.9289      1.364          5        640:  72%|███████▏  | 373/519 [02:51<00:49,  2.97it/s]
       8/80      0.94G      1.163      1.903     0.9289      1.364          5        640:  72%|███████▏  | 374/519 [02:51<00:45,  3.21it/s]
       8/80      0.94G      1.162      1.901      0.928      1.364          9        640:  72%|███████▏  | 374/519 [02:51<00:45,  3.21it/s]
       8/80      0.94G      1.162      1.901      0.928      1.364          9        640:  72%|███████▏  | 375/519 [02:51<01:01,  2.34it/s]
       8/80      0.94G      1.162      1.902      0.928      1.363         12        640:  72%|███████▏  | 375/519 [02:52<01:01,  2.34it/s]
       8/80      0.94G      1.162      1.902      0.928      1.363         12        640:  72%|███████▏  | 376/519 [02:52<00:59,  2.40it/s]
       8/80      0.94G      1.162        1.9     0.9273      1.363          9        640:  72%|███████▏  | 376/519 [02:52<00:59,  2.40it/s]
       8/80      0.94G      1.162        1.9     0.9273      1.363          9        640:  73%|███████▎  | 377/519 [02:52<00:50,  2.81it/s]
       8/80      0.94G      1.162      1.899     0.9269      1.363         14        640:  73%|███████▎  | 377/519 [02:52<00:50,  2.81it/s]
       8/80      0.94G      1.162      1.899     0.9269      1.363         14        640:  73%|███████▎  | 378/519 [02:52<00:46,  3.06it/s]
       8/80      0.94G      1.162      1.899     0.9276      1.363         13        640:  73%|███████▎  | 378/519 [02:53<00:46,  3.06it/s]
       8/80      0.94G      1.162      1.899     0.9276      1.363         13        640:  73%|███████▎  | 379/519 [02:53<01:05,  2.13it/s]
       8/80      0.94G      1.162      1.897     0.9271      1.362         10        640:  73%|███████▎  | 379/519 [02:53<01:05,  2.13it/s]
       8/80      0.94G      1.162      1.897     0.9271      1.362         10        640:  73%|███████▎  | 380/519 [02:53<00:58,  2.36it/s]
       8/80      0.94G      1.162      1.899     0.9273      1.362         11        640:  73%|███████▎  | 380/519 [02:53<00:58,  2.36it/s]
       8/80      0.94G      1.162      1.899     0.9273      1.362         11        640:  73%|███████▎  | 381/519 [02:53<00:51,  2.66it/s]
       8/80      0.94G      1.162      1.899     0.9271      1.362         11        640:  73%|███████▎  | 381/519 [02:54<00:51,  2.66it/s]
       8/80      0.94G      1.162      1.899     0.9271      1.362         11        640:  74%|███████▎  | 382/519 [02:54<00:47,  2.90it/s]
       8/80      0.94G      1.162        1.9     0.9271      1.362          9        640:  74%|███████▎  | 382/519 [02:56<00:47,  2.90it/s]
       8/80      0.94G      1.162        1.9     0.9271      1.362          9        640:  74%|███████▍  | 383/519 [02:56<01:48,  1.26it/s]
       8/80      0.94G      1.161      1.898     0.9265      1.361         11        640:  74%|███████▍  | 383/519 [02:56<01:48,  1.26it/s]
       8/80      0.94G      1.161      1.898     0.9265      1.361         11        640:  74%|███████▍  | 384/519 [02:56<01:25,  1.57it/s]
       8/80      0.94G      1.162        1.9      0.928      1.362          5        640:  74%|███████▍  | 384/519 [02:56<01:25,  1.57it/s]
       8/80      0.94G      1.162        1.9      0.928      1.362          5        640:  74%|███████▍  | 385/519 [02:56<01:08,  1.95it/s]
       8/80      0.94G      1.161        1.9     0.9276      1.362         14        640:  74%|███████▍  | 385/519 [02:56<01:08,  1.95it/s]
       8/80      0.94G      1.161        1.9     0.9276      1.362         14        640:  74%|███████▍  | 386/519 [02:56<00:57,  2.30it/s]
       8/80      0.94G      1.161        1.9     0.9273      1.361          7        640:  74%|███████▍  | 386/519 [02:57<00:57,  2.30it/s]
       8/80      0.94G      1.161        1.9     0.9273      1.361          7        640:  75%|███████▍  | 387/519 [02:57<01:13,  1.79it/s]
       8/80      0.94G      1.161      1.899     0.9268      1.361         11        640:  75%|███████▍  | 387/519 [02:57<01:13,  1.79it/s]
       8/80      0.94G      1.161      1.899     0.9268      1.361         11        640:  75%|███████▍  | 388/519 [02:57<01:00,  2.15it/s]
       8/80      0.94G      1.161      1.899     0.9265      1.361         11        640:  75%|███████▍  | 388/519 [02:58<01:00,  2.15it/s]
       8/80      0.94G      1.161      1.899     0.9265      1.361         11        640:  75%|███████▍  | 389/519 [02:58<00:53,  2.45it/s]
       8/80      0.94G      1.161      1.901     0.9262      1.361          6        640:  75%|███████▍  | 389/519 [02:58<00:53,  2.45it/s]
       8/80      0.94G      1.161      1.901     0.9262      1.361          6        640:  75%|███████▌  | 390/519 [02:58<00:45,  2.81it/s]
       8/80      0.94G       1.16        1.9     0.9264      1.361          8        640:  75%|███████▌  | 390/519 [02:59<00:45,  2.81it/s]
       8/80      0.94G       1.16        1.9     0.9264      1.361          8        640:  75%|███████▌  | 391/519 [02:59<01:12,  1.78it/s]
       8/80      0.94G       1.16      1.899     0.9261      1.361          7        640:  75%|███████▌  | 391/519 [02:59<01:12,  1.78it/s]
       8/80      0.94G       1.16      1.899     0.9261      1.361          7        640:  76%|███████▌  | 392/519 [02:59<00:57,  2.19it/s]
       8/80      0.94G      1.159      1.898     0.9258      1.361          9        640:  76%|███████▌  | 392/519 [02:59<00:57,  2.19it/s]
       8/80      0.94G      1.159      1.898     0.9258      1.361          9        640:  76%|███████▌  | 393/519 [02:59<00:47,  2.64it/s]
       8/80      0.94G      1.159      1.898     0.9261       1.36         14        640:  76%|███████▌  | 393/519 [03:00<00:47,  2.64it/s]
       8/80      0.94G      1.159      1.898     0.9261       1.36         14        640:  76%|███████▌  | 394/519 [03:00<00:42,  2.93it/s]
       8/80      0.94G      1.159      1.897     0.9254       1.36         12        640:  76%|███████▌  | 394/519 [03:00<00:42,  2.93it/s]
       8/80      0.94G      1.159      1.897     0.9254       1.36         12        640:  76%|███████▌  | 395/519 [03:00<00:52,  2.37it/s]
       8/80      0.94G      1.159      1.896     0.9255       1.36         10        640:  76%|███████▌  | 395/519 [03:01<00:52,  2.37it/s]
       8/80      0.94G      1.159      1.896     0.9255       1.36         10        640:  76%|███████▋  | 396/519 [03:01<01:05,  1.87it/s]
       8/80      0.94G       1.16      1.897     0.9262      1.361         11        640:  76%|███████▋  | 396/519 [03:01<01:05,  1.87it/s]
       8/80      0.94G       1.16      1.897     0.9262      1.361         11        640:  76%|███████▋  | 397/519 [03:01<00:56,  2.14it/s]
       8/80      0.94G       1.16      1.898     0.9269       1.36         11        640:  76%|███████▋  | 397/519 [03:02<00:56,  2.14it/s]
       8/80      0.94G       1.16      1.898     0.9269       1.36         11        640:  77%|███████▋  | 398/519 [03:02<00:48,  2.51it/s]
       8/80      0.94G       1.16      1.897     0.9265       1.36         14        640:  77%|███████▋  | 398/519 [03:02<00:48,  2.51it/s]
       8/80      0.94G       1.16      1.897     0.9265       1.36         14        640:  77%|███████▋  | 399/519 [03:02<00:41,  2.87it/s]
       8/80      0.94G       1.16      1.898     0.9269       1.36          6        640:  77%|███████▋  | 399/519 [03:03<00:41,  2.87it/s]
       8/80      0.94G       1.16      1.898     0.9269       1.36          6        640:  77%|███████▋  | 400/519 [03:03<01:08,  1.72it/s]
       8/80      0.94G      1.161      1.899     0.9271      1.361          8        640:  77%|███████▋  | 400/519 [03:03<01:08,  1.72it/s]
       8/80      0.94G      1.161      1.899     0.9271      1.361          8        640:  77%|███████▋  | 401/519 [03:03<00:57,  2.05it/s]
       8/80      0.94G       1.16      1.898     0.9262      1.361         11        640:  77%|███████▋  | 401/519 [03:04<00:57,  2.05it/s]
       8/80      0.94G       1.16      1.898     0.9262      1.361         11        640:  77%|███████▋  | 402/519 [03:04<00:49,  2.35it/s]
       8/80      0.94G      1.161      1.898     0.9269      1.361          5        640:  77%|███████▋  | 402/519 [03:04<00:49,  2.35it/s]
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       8/80      0.94G      1.159      1.894     0.9255       1.36          8        640:  78%|███████▊  | 405/519 [03:05<00:53,  2.13it/s]
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       8/80      0.94G      1.159      1.894     0.9245       1.36         10        640:  79%|███████▊  | 408/519 [03:07<00:56,  1.98it/s]
       8/80      0.94G      1.159      1.894     0.9245       1.36         10        640:  79%|███████▉  | 409/519 [03:07<00:45,  2.39it/s]
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       8/80      0.94G      1.159      1.894     0.9248       1.36         13        640:  79%|███████▉  | 410/519 [03:07<00:39,  2.79it/s]
       8/80      0.94G      1.159      1.895     0.9249       1.36          8        640:  79%|███████▉  | 410/519 [03:08<00:39,  2.79it/s]
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       8/80      0.94G      1.161      1.893     0.9263      1.362          6        640:  80%|████████  | 416/519 [03:10<00:53,  1.93it/s]
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       8/80      0.94G      1.164      1.897     0.9252      1.363          8        640:  89%|████████▉ | 462/519 [03:32<00:20,  2.72it/s]
       8/80      0.94G      1.165      1.898     0.9257      1.363         11        640:  89%|████████▉ | 462/519 [03:33<00:20,  2.72it/s]
       8/80      0.94G      1.165      1.898     0.9257      1.363         11        640:  89%|████████▉ | 463/519 [03:33<00:33,  1.67it/s]
       8/80      0.94G      1.165      1.899     0.9259      1.363         11        640:  89%|████████▉ | 463/519 [03:33<00:33,  1.67it/s]
       8/80      0.94G      1.165      1.899     0.9259      1.363         11        640:  89%|████████▉ | 464/519 [03:33<00:27,  2.01it/s]
       8/80      0.94G      1.165        1.9     0.9264      1.363         10        640:  89%|████████▉ | 464/519 [03:34<00:27,  2.01it/s]
       8/80      0.94G      1.165        1.9     0.9264      1.363         10        640:  90%|████████▉ | 465/519 [03:34<00:23,  2.27it/s]
       8/80      0.94G      1.165      1.899     0.9261      1.363          9        640:  90%|████████▉ | 465/519 [03:34<00:23,  2.27it/s]
       8/80      0.94G      1.165      1.899     0.9261      1.363          9        640:  90%|████████▉ | 466/519 [03:34<00:20,  2.53it/s]
       8/80      0.94G      1.166        1.9     0.9264      1.364         14        640:  90%|████████▉ | 466/519 [03:35<00:20,  2.53it/s]
       8/80      0.94G      1.166        1.9     0.9264      1.364         14        640:  90%|████████▉ | 467/519 [03:35<00:29,  1.74it/s]
       8/80      0.94G      1.166      1.901     0.9265      1.364          9        640:  90%|████████▉ | 467/519 [03:35<00:29,  1.74it/s]
       8/80      0.94G      1.166      1.901     0.9265      1.364          9        640:  90%|█████████ | 468/519 [03:35<00:24,  2.06it/s]
       8/80      0.94G      1.166        1.9     0.9262      1.364         10        640:  90%|█████████ | 468/519 [03:35<00:24,  2.06it/s]
       8/80      0.94G      1.166        1.9     0.9262      1.364         10        640:  90%|█████████ | 469/519 [03:35<00:20,  2.40it/s]
       8/80      0.94G      1.165      1.901     0.9257      1.364         10        640:  90%|█████████ | 469/519 [03:36<00:20,  2.40it/s]
       8/80      0.94G      1.165      1.901     0.9257      1.364         10        640:  91%|█████████ | 470/519 [03:36<00:17,  2.79it/s]
       8/80      0.94G      1.166      1.901     0.9257      1.363         11        640:  91%|█████████ | 470/519 [03:36<00:17,  2.79it/s]
       8/80      0.94G      1.166      1.901     0.9257      1.363         11        640:  91%|█████████ | 471/519 [03:36<00:25,  1.88it/s]
       8/80      0.94G      1.166        1.9     0.9255      1.363          9        640:  91%|█████████ | 471/519 [03:37<00:25,  1.88it/s]
       8/80      0.94G      1.166        1.9     0.9255      1.363          9        640:  91%|█████████ | 472/519 [03:37<00:20,  2.30it/s]
       8/80      0.94G      1.166      1.901     0.9253      1.363         14        640:  91%|█████████ | 472/519 [03:37<00:20,  2.30it/s]
       8/80      0.94G      1.166      1.901     0.9253      1.363         14        640:  91%|█████████ | 473/519 [03:37<00:23,  1.94it/s]
       8/80      0.94G      1.166      1.899     0.9252      1.363          9        640:  91%|█████████ | 473/519 [03:38<00:23,  1.94it/s]
       8/80      0.94G      1.166      1.899     0.9252      1.363          9        640:  91%|█████████▏| 474/519 [03:38<00:19,  2.29it/s]
       8/80      0.94G      1.166      1.899      0.925      1.363         11        640:  91%|█████████▏| 474/519 [03:39<00:19,  2.29it/s]
       8/80      0.94G      1.166      1.899      0.925      1.363         11        640:  92%|█████████▏| 475/519 [03:39<00:31,  1.39it/s]
       8/80      0.94G      1.166      1.898     0.9251      1.363         15        640:  92%|█████████▏| 475/519 [03:39<00:31,  1.39it/s]
       8/80      0.94G      1.166      1.898     0.9251      1.363         15        640:  92%|█████████▏| 476/519 [03:39<00:25,  1.67it/s]
       8/80      0.94G      1.167      1.898     0.9262      1.363          5        640:  92%|█████████▏| 476/519 [03:40<00:25,  1.67it/s]
       8/80      0.94G      1.167      1.898     0.9262      1.363          5        640:  92%|█████████▏| 477/519 [03:40<00:21,  1.96it/s]
       8/80      0.94G      1.167      1.898     0.9264      1.364          7        640:  92%|█████████▏| 477/519 [03:40<00:21,  1.96it/s]
       8/80      0.94G      1.167      1.898     0.9264      1.364          7        640:  92%|█████████▏| 478/519 [03:40<00:17,  2.32it/s]
       8/80      0.94G      1.167      1.897     0.9263      1.364          8        640:  92%|█████████▏| 478/519 [03:41<00:17,  2.32it/s]
       8/80      0.94G      1.167      1.897     0.9263      1.364          8        640:  92%|█████████▏| 479/519 [03:41<00:25,  1.56it/s]
       8/80      0.94G      1.166      1.897      0.926      1.364         11        640:  92%|█████████▏| 479/519 [03:41<00:25,  1.56it/s]
       8/80      0.94G      1.166      1.897      0.926      1.364         11        640:  92%|█████████▏| 480/519 [03:41<00:19,  2.00it/s]
       8/80      0.94G      1.166      1.897     0.9262      1.364         10        640:  92%|█████████▏| 480/519 [03:41<00:19,  2.00it/s]
       8/80      0.94G      1.166      1.897     0.9262      1.364         10        640:  93%|█████████▎| 481/519 [03:41<00:15,  2.38it/s]
       8/80      0.94G      1.166      1.896     0.9259      1.363         11        640:  93%|█████████▎| 481/519 [03:42<00:15,  2.38it/s]
       8/80      0.94G      1.166      1.896     0.9259      1.363         11        640:  93%|█████████▎| 482/519 [03:42<00:13,  2.72it/s]
       8/80      0.94G      1.166      1.895     0.9255      1.363         11        640:  93%|█████████▎| 482/519 [03:43<00:13,  2.72it/s]
       8/80      0.94G      1.166      1.895     0.9255      1.363         11        640:  93%|█████████▎| 483/519 [03:43<00:21,  1.68it/s]
       8/80      0.94G      1.166      1.894     0.9254      1.363         11        640:  93%|█████████▎| 483/519 [03:43<00:21,  1.68it/s]
       8/80      0.94G      1.166      1.894     0.9254      1.363         11        640:  93%|█████████▎| 484/519 [03:43<00:17,  2.03it/s]
       8/80      0.94G      1.165      1.893     0.9247      1.362         10        640:  93%|█████████▎| 484/519 [03:43<00:17,  2.03it/s]
       8/80      0.94G      1.165      1.893     0.9247      1.362         10        640:  93%|█████████▎| 485/519 [03:43<00:14,  2.40it/s]
       8/80      0.94G      1.165      1.892     0.9245      1.362         11        640:  93%|█████████▎| 485/519 [03:43<00:14,  2.40it/s]
       8/80      0.94G      1.165      1.892     0.9245      1.362         11        640:  94%|█████████▎| 486/519 [03:43<00:11,  2.83it/s]
       8/80      0.94G      1.165      1.893     0.9247      1.362          8        640:  94%|█████████▎| 486/519 [03:45<00:11,  2.83it/s]
       8/80      0.94G      1.165      1.893     0.9247      1.362          8        640:  94%|█████████▍| 487/519 [03:45<00:24,  1.28it/s]
       8/80      0.94G      1.165      1.893      0.925      1.363          5        640:  94%|█████████▍| 487/519 [03:45<00:24,  1.28it/s]
       8/80      0.94G      1.165      1.893      0.925      1.363          5        640:  94%|█████████▍| 488/519 [03:45<00:18,  1.66it/s]
       8/80      0.94G      1.165      1.893     0.9247      1.363          9        640:  94%|█████████▍| 488/519 [03:46<00:18,  1.66it/s]
       8/80      0.94G      1.165      1.893     0.9247      1.363          9        640:  94%|█████████▍| 489/519 [03:46<00:14,  2.07it/s]
       8/80      0.94G      1.166      1.894     0.9247      1.363         13        640:  94%|█████████▍| 489/519 [03:46<00:14,  2.07it/s]
       8/80      0.94G      1.166      1.894     0.9247      1.363         13        640:  94%|█████████▍| 490/519 [03:46<00:11,  2.44it/s]
       8/80      0.94G      1.166      1.893     0.9243      1.363         13        640:  94%|█████████▍| 490/519 [03:47<00:11,  2.44it/s]
       8/80      0.94G      1.166      1.893     0.9243      1.363         13        640:  95%|█████████▍| 491/519 [03:47<00:17,  1.58it/s]
       8/80      0.94G      1.166      1.893     0.9241      1.363         11        640:  95%|█████████▍| 491/519 [03:47<00:17,  1.58it/s]
       8/80      0.94G      1.166      1.893     0.9241      1.363         11        640:  95%|█████████▍| 492/519 [03:47<00:14,  1.89it/s]
       8/80      0.94G      1.165      1.894     0.9245      1.362         12        640:  95%|█████████▍| 492/519 [03:47<00:14,  1.89it/s]
       8/80      0.94G      1.165      1.894     0.9245      1.362         12        640:  95%|█████████▍| 493/519 [03:47<00:10,  2.44it/s]
       8/80      0.94G      1.166      1.894     0.9242      1.362         13        640:  95%|█████████▍| 493/519 [03:48<00:10,  2.44it/s]
       8/80      0.94G      1.166      1.894     0.9242      1.362         13        640:  95%|█████████▌| 494/519 [03:48<00:08,  2.94it/s]
       8/80      0.94G      1.165      1.893     0.9236      1.362          9        640:  95%|█████████▌| 494/519 [03:49<00:08,  2.94it/s]
       8/80      0.94G      1.165      1.893     0.9236      1.362          9        640:  95%|█████████▌| 495/519 [03:49<00:15,  1.56it/s]
       8/80      0.94G      1.164      1.893     0.9231      1.361         12        640:  95%|█████████▌| 495/519 [03:49<00:15,  1.56it/s]
       8/80      0.94G      1.164      1.893     0.9231      1.361         12        640:  96%|█████████▌| 496/519 [03:49<00:11,  1.95it/s]
       8/80      0.94G      1.164      1.893     0.9225      1.361         11        640:  96%|█████████▌| 496/519 [03:49<00:11,  1.95it/s]
       8/80      0.94G      1.164      1.893     0.9225      1.361         11        640:  96%|█████████▌| 497/519 [03:49<00:09,  2.41it/s]
       8/80      0.94G      1.164      1.893     0.9223      1.361         10        640:  96%|█████████▌| 497/519 [03:50<00:09,  2.41it/s]
       8/80      0.94G      1.164      1.893     0.9223      1.361         10        640:  96%|█████████▌| 498/519 [03:50<00:07,  2.68it/s]
       8/80      0.94G      1.163      1.892     0.9218       1.36         13        640:  96%|█████████▌| 498/519 [03:51<00:07,  2.68it/s]
       8/80      0.94G      1.163      1.892     0.9218       1.36         13        640:  96%|█████████▌| 499/519 [03:51<00:12,  1.55it/s]
       8/80      0.94G      1.163      1.891     0.9215       1.36         10        640:  96%|█████████▌| 499/519 [03:51<00:12,  1.55it/s]
       8/80      0.94G      1.163      1.891     0.9215       1.36         10        640:  96%|█████████▋| 500/519 [03:51<00:09,  2.02it/s]
       8/80      0.94G      1.163      1.892      0.921      1.359          9        640:  96%|█████████▋| 500/519 [03:51<00:09,  2.02it/s]
       8/80      0.94G      1.163      1.892      0.921      1.359          9        640:  97%|█████████▋| 501/519 [03:51<00:07,  2.53it/s]
       8/80      0.94G      1.162      1.893     0.9207      1.359         10        640:  97%|█████████▋| 501/519 [03:52<00:07,  2.53it/s]
       8/80      0.94G      1.162      1.893     0.9207      1.359         10        640:  97%|█████████▋| 502/519 [03:52<00:06,  2.78it/s]
       8/80      0.94G      1.162      1.892     0.9206      1.359          6        640:  97%|█████████▋| 502/519 [03:52<00:06,  2.78it/s]
       8/80      0.94G      1.162      1.892     0.9206      1.359          6        640:  97%|█████████▋| 503/519 [03:52<00:08,  2.00it/s]
       8/80      0.94G      1.162      1.891     0.9201      1.359          9        640:  97%|█████████▋| 503/519 [03:53<00:08,  2.00it/s]
       8/80      0.94G      1.162      1.891     0.9201      1.359          9        640:  97%|█████████▋| 504/519 [03:53<00:06,  2.24it/s]
       8/80      0.94G      1.161      1.891     0.9199      1.358         14        640:  97%|█████████▋| 504/519 [03:53<00:06,  2.24it/s]
       8/80      0.94G      1.161      1.891     0.9199      1.358         14        640:  97%|█████████▋| 505/519 [03:53<00:05,  2.59it/s]
       8/80      0.94G      1.161       1.89     0.9197      1.358         10        640:  97%|█████████▋| 505/519 [03:53<00:05,  2.59it/s]
       8/80      0.94G      1.161       1.89     0.9197      1.358         10        640:  97%|█████████▋| 506/519 [03:53<00:04,  3.15it/s]
       8/80      0.94G       1.16       1.89     0.9193      1.357         12        640:  97%|█████████▋| 506/519 [03:54<00:04,  3.15it/s]
       8/80      0.94G       1.16       1.89     0.9193      1.357         12        640:  98%|█████████▊| 507/519 [03:54<00:05,  2.05it/s]
       8/80      0.94G       1.16      1.889     0.9191      1.357         11        640:  98%|█████████▊| 507/519 [03:54<00:05,  2.05it/s]
       8/80      0.94G       1.16      1.889     0.9191      1.357         11        640:  98%|█████████▊| 508/519 [03:54<00:04,  2.28it/s]
       8/80      0.94G       1.16      1.889     0.9189      1.357         11        640:  98%|█████████▊| 508/519 [03:55<00:04,  2.28it/s]
       8/80      0.94G       1.16      1.889     0.9189      1.357         11        640:  98%|█████████▊| 509/519 [03:55<00:03,  2.63it/s]
       8/80      0.94G       1.16      1.889     0.9188      1.357         10        640:  98%|█████████▊| 509/519 [03:55<00:03,  2.63it/s]
       8/80      0.94G       1.16      1.889     0.9188      1.357         10        640:  98%|█████████▊| 510/519 [03:55<00:03,  2.98it/s]
       8/80      0.94G       1.16      1.889     0.9187      1.357         13        640:  98%|█████████▊| 510/519 [03:56<00:03,  2.98it/s]
       8/80      0.94G       1.16      1.889     0.9187      1.357         13        640:  98%|█████████▊| 511/519 [03:56<00:04,  1.81it/s]
       8/80      0.94G       1.16      1.888     0.9183      1.357          9        640:  98%|█████████▊| 511/519 [03:56<00:04,  1.81it/s]
       8/80      0.94G       1.16      1.888     0.9183      1.357          9        640:  99%|█████████▊| 512/519 [03:56<00:03,  2.26it/s]
       8/80      0.94G       1.16      1.889     0.9185      1.357         11        640:  99%|█████████▊| 512/519 [03:56<00:03,  2.26it/s]
       8/80      0.94G       1.16      1.889     0.9185      1.357         11        640:  99%|█████████▉| 513/519 [03:56<00:02,  2.71it/s]
       8/80      0.94G      1.161      1.891     0.9191      1.358          8        640:  99%|█████████▉| 513/519 [03:56<00:02,  2.71it/s]
       8/80      0.94G      1.161      1.891     0.9191      1.358          8        640:  99%|█████████▉| 514/519 [03:56<00:01,  3.29it/s]
       8/80      0.94G      1.161      1.893     0.9191      1.358          8        640:  99%|█████████▉| 514/519 [03:57<00:01,  3.29it/s]
       8/80      0.94G      1.161      1.893     0.9191      1.358          8        640:  99%|█████████▉| 515/519 [03:57<00:01,  2.43it/s]
       8/80      0.94G      1.161      1.894     0.9195      1.359          8        640:  99%|█████████▉| 515/519 [03:57<00:01,  2.43it/s]
       8/80      0.94G      1.161      1.894     0.9195      1.359          8        640:  99%|█████████▉| 516/519 [03:57<00:01,  2.98it/s]
       8/80      0.94G       1.16      1.894     0.9191      1.358          9        640:  99%|█████████▉| 516/519 [03:57<00:01,  2.98it/s]
       8/80      0.94G       1.16      1.894     0.9193      1.358          9        640:  99%|█████████▉| 516/519 [03:57<00:01,  2.98it/s]
       8/80      0.94G       1.16      1.894     0.9193      1.358          9        640: 100%|█████████▉| 518/519 [03:57<00:00,  4.40it/s]
       8/80      0.94G       1.16      1.897     0.9196      1.358          7        640: 100%|█████████▉| 518/519 [03:58<00:00,  4.40it/s]
       8/80      0.94G       1.16      1.897     0.9196      1.358          7        640: 100%|██████████| 519/519 [03:58<00:00,  4.31it/s]
       8/80      0.94G       1.16      1.897     0.9196      1.358          7        640: 100%|██████████| 519/519 [03:58<00:00,  2.18it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:39,  6.24s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:58,  2.84s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:46,  1.71s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:13,  1.21s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<00:59,  1.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:49,  1.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:43,  1.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:37,  1.51it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:31,  1.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:27,  2.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:23,  2.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:22,  2.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:23,  2.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:23,  2.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:23,  2.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:24,  1.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:23,  1.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:25,  1.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:26,  1.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  1.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:17,  2.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:17<00:14,  2.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.39it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  4.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:18<00:05,  6.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:04,  6.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:19<00:04,  6.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:20<00:03,  6.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.31it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.49it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:21<00:01,  7.48it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  8.08it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  82%|████████▏ | 53/65 [00:21<00:01,  8.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  9.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.53it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  92%|█████████▏| 60/65 [00:22<00:00,  9.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:22<00:00,  9.87it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.80it/s]
-                   all        519        519      0.912      0.942      0.969      0.678      0.906      0.933      0.961      0.657
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
       9/80      0.94G      1.094      1.487     0.7127      1.299         10        640:   0%|          | 0/519 [00:02<?, ?it/s]
       9/80      0.94G      1.094      1.487     0.7127      1.299         10        640:   0%|          | 1/519 [00:02<24:43,  2.86s/it]
       9/80      0.94G      1.233      1.936     0.8468      1.526          6        640:   0%|          | 1/519 [00:03<24:43,  2.86s/it]
       9/80      0.94G      1.233      1.936     0.8468      1.526          6        640:   0%|          | 2/519 [00:03<11:14,  1.31s/it]
       9/80      0.94G      1.293      1.742     0.8407      1.478          6        640:   0%|          | 2/519 [00:03<11:14,  1.31s/it]
       9/80      0.94G      1.293      1.742     0.8407      1.478          6        640:   1%|          | 3/519 [00:03<07:09,  1.20it/s]
       9/80      0.94G      1.208      1.713     0.8817      1.441         12        640:   1%|          | 3/519 [00:03<07:09,  1.20it/s]
       9/80      0.94G      1.208      1.713     0.8817      1.441         12        640:   1%|          | 4/519 [00:03<04:57,  1.73it/s]
       9/80      0.94G      1.233      1.778     0.9012      1.434         10        640:   1%|          | 4/519 [00:04<04:57,  1.73it/s]
       9/80      0.94G      1.233      1.778     0.9012      1.434         10        640:   1%|          | 5/519 [00:04<06:06,  1.40it/s]
       9/80      0.94G      1.263      1.786     0.9844      1.458         11        640:   1%|          | 5/519 [00:04<06:06,  1.40it/s]
       9/80      0.94G      1.263      1.786     0.9844      1.458         11        640:   1%|          | 6/519 [00:04<04:50,  1.76it/s]
       9/80      0.94G      1.294      1.876     0.9753      1.474         10        640:   1%|          | 6/519 [00:05<04:50,  1.76it/s]
       9/80      0.94G      1.294      1.876     0.9753      1.474         10        640:   1%|▏         | 7/519 [00:05<03:59,  2.14it/s]
       9/80      0.94G      1.295      1.923     0.9904      1.465         11        640:   1%|▏         | 7/519 [00:05<03:59,  2.14it/s]
       9/80      0.94G      1.295      1.923     0.9904      1.465         11        640:   2%|▏         | 8/519 [00:05<03:19,  2.56it/s]
       9/80      0.94G      1.295       1.94      1.011      1.475         11        640:   2%|▏         | 8/519 [00:05<03:19,  2.56it/s]
       9/80      0.94G      1.295       1.94      1.011      1.475         11        640:   2%|▏         | 9/519 [00:05<03:59,  2.13it/s]
       9/80      0.94G      1.259      1.897     0.9796      1.442         14        640:   2%|▏         | 9/519 [00:06<03:59,  2.13it/s]
       9/80      0.94G      1.259      1.897     0.9796      1.442         14        640:   2%|▏         | 10/519 [00:06<03:28,  2.44it/s]
       9/80      0.94G      1.249      1.847     0.9576       1.45          8        640:   2%|▏         | 10/519 [00:07<03:28,  2.44it/s]
       9/80      0.94G      1.249      1.847     0.9576       1.45          8        640:   2%|▏         | 11/519 [00:07<05:12,  1.62it/s]
       9/80      0.94G      1.266      1.887     0.9719      1.449          8        640:   2%|▏         | 11/519 [00:07<05:12,  1.62it/s]
       9/80      0.94G      1.266      1.887     0.9719      1.449          8        640:   2%|▏         | 12/519 [00:07<04:18,  1.96it/s]
       9/80      0.94G      1.262        1.9     0.9609      1.441         14        640:   2%|▏         | 12/519 [00:08<04:18,  1.96it/s]
       9/80      0.94G      1.262        1.9     0.9609      1.441         14        640:   3%|▎         | 13/519 [00:08<05:00,  1.68it/s]
       9/80      0.94G      1.271      1.893     0.9855      1.452         10        640:   3%|▎         | 13/519 [00:08<05:00,  1.68it/s]
       9/80      0.94G      1.271      1.893     0.9855      1.452         10        640:   3%|▎         | 14/519 [00:08<04:07,  2.04it/s]
       9/80      0.94G      1.269      1.901     0.9768      1.451          9        640:   3%|▎         | 14/519 [00:08<04:07,  2.04it/s]
       9/80      0.94G      1.269      1.901     0.9768      1.451          9        640:   3%|▎         | 15/519 [00:08<03:26,  2.44it/s]
       9/80      0.94G      1.251       1.87     0.9584      1.441         10        640:   3%|▎         | 15/519 [00:09<03:26,  2.44it/s]
       9/80      0.94G      1.251       1.87     0.9584      1.441         10        640:   3%|▎         | 16/519 [00:09<03:05,  2.71it/s]
       9/80      0.94G      1.251      1.877     0.9628       1.44         13        640:   3%|▎         | 16/519 [00:09<03:05,  2.71it/s]
       9/80      0.94G      1.251      1.877     0.9628       1.44         13        640:   3%|▎         | 17/519 [00:09<03:58,  2.11it/s]
       9/80      0.94G      1.242      1.869     0.9497      1.426         12        640:   3%|▎         | 17/519 [00:10<03:58,  2.11it/s]
       9/80      0.94G      1.242      1.869     0.9497      1.426         12        640:   3%|▎         | 18/519 [00:10<03:21,  2.48it/s]
       9/80      0.94G      1.233      1.835     0.9363      1.412         15        640:   3%|▎         | 18/519 [00:10<03:21,  2.48it/s]
       9/80      0.94G      1.233      1.835     0.9363      1.412         15        640:   4%|▎         | 19/519 [00:10<02:55,  2.84it/s]
       9/80      0.94G      1.218       1.82     0.9231      1.397         10        640:   4%|▎         | 19/519 [00:10<02:55,  2.84it/s]
       9/80      0.94G      1.218       1.82     0.9231      1.397         10        640:   4%|▍         | 20/519 [00:10<02:40,  3.10it/s]
       9/80      0.94G      1.208      1.789     0.9259      1.393          8        640:   4%|▍         | 20/519 [00:11<02:40,  3.10it/s]
       9/80      0.94G      1.208      1.789     0.9259      1.393          8        640:   4%|▍         | 21/519 [00:11<04:04,  2.04it/s]
       9/80      0.94G      1.191      1.783     0.9175      1.387          6        640:   4%|▍         | 21/519 [00:11<04:04,  2.04it/s]
       9/80      0.94G      1.191      1.783     0.9175      1.387          6        640:   4%|▍         | 22/519 [00:11<03:28,  2.38it/s]
       9/80      0.94G      1.197      1.786     0.9229      1.386         12        640:   4%|▍         | 22/519 [00:11<03:28,  2.38it/s]
       9/80      0.94G      1.197      1.786     0.9229      1.386         12        640:   4%|▍         | 23/519 [00:11<03:17,  2.51it/s]
       9/80      0.94G      1.186      1.781      0.911      1.375          8        640:   4%|▍         | 23/519 [00:12<03:17,  2.51it/s]
       9/80      0.94G      1.186      1.781      0.911      1.375          8        640:   5%|▍         | 24/519 [00:12<02:56,  2.81it/s]
       9/80      0.94G      1.196      1.782     0.9156      1.373         13        640:   5%|▍         | 24/519 [00:12<02:56,  2.81it/s]
       9/80      0.94G      1.196      1.782     0.9156      1.373         13        640:   5%|▍         | 25/519 [00:12<03:48,  2.16it/s]
       9/80      0.94G       1.19      1.786     0.9347      1.372          6        640:   5%|▍         | 25/519 [00:13<03:48,  2.16it/s]
       9/80      0.94G       1.19      1.786     0.9347      1.372          6        640:   5%|▌         | 26/519 [00:13<03:13,  2.55it/s]
       9/80      0.94G      1.203      1.806     0.9384      1.376         10        640:   5%|▌         | 26/519 [00:13<03:13,  2.55it/s]
       9/80      0.94G      1.203      1.806     0.9384      1.376         10        640:   5%|▌         | 27/519 [00:13<03:28,  2.36it/s]
       9/80      0.94G      1.194       1.79      0.933      1.371         12        640:   5%|▌         | 27/519 [00:13<03:28,  2.36it/s]
       9/80      0.94G      1.194       1.79      0.933      1.371         12        640:   5%|▌         | 28/519 [00:13<02:59,  2.74it/s]
       9/80      0.94G      1.196       1.81     0.9302       1.37         11        640:   5%|▌         | 28/519 [00:14<02:59,  2.74it/s]
       9/80      0.94G      1.196       1.81     0.9302       1.37         11        640:   6%|▌         | 29/519 [00:14<03:59,  2.04it/s]
       9/80      0.94G      1.199      1.825     0.9294      1.368         12        640:   6%|▌         | 29/519 [00:14<03:59,  2.04it/s]
       9/80      0.94G      1.199      1.825     0.9294      1.368         12        640:   6%|▌         | 30/519 [00:14<03:17,  2.47it/s]
       9/80      0.94G      1.188      1.813      0.927       1.36          9        640:   6%|▌         | 30/519 [00:15<03:17,  2.47it/s]
       9/80      0.94G      1.188      1.813      0.927       1.36          9        640:   6%|▌         | 31/519 [00:15<03:46,  2.15it/s]
       9/80      0.94G      1.188      1.817      0.928      1.363         10        640:   6%|▌         | 31/519 [00:15<03:46,  2.15it/s]
       9/80      0.94G      1.188      1.817      0.928      1.363         10        640:   6%|▌         | 32/519 [00:15<03:15,  2.49it/s]
       9/80      0.94G      1.183      1.812     0.9221      1.362         10        640:   6%|▌         | 32/519 [00:16<03:15,  2.49it/s]
       9/80      0.94G      1.183      1.812     0.9221      1.362         10        640:   6%|▋         | 33/519 [00:16<04:38,  1.74it/s]
       9/80      0.94G      1.175      1.803     0.9164      1.358         14        640:   6%|▋         | 33/519 [00:16<04:38,  1.74it/s]
       9/80      0.94G      1.175      1.803     0.9164      1.358         14        640:   7%|▋         | 34/519 [00:16<03:48,  2.12it/s]
       9/80      0.94G      1.174      1.806     0.9121      1.358         10        640:   7%|▋         | 34/519 [00:17<03:48,  2.12it/s]
       9/80      0.94G      1.174      1.806     0.9121      1.358         10        640:   7%|▋         | 35/519 [00:17<03:57,  2.04it/s]
       9/80      0.94G      1.176      1.792     0.9105      1.362         10        640:   7%|▋         | 35/519 [00:17<03:57,  2.04it/s]
       9/80      0.94G      1.176      1.792     0.9105      1.362         10        640:   7%|▋         | 36/519 [00:17<03:16,  2.46it/s]
       9/80      0.94G      1.182      1.798      0.915      1.368          7        640:   7%|▋         | 36/519 [00:18<03:16,  2.46it/s]
       9/80      0.94G      1.182      1.798      0.915      1.368          7        640:   7%|▋         | 37/519 [00:18<04:21,  1.84it/s]
       9/80      0.94G      1.182        1.8     0.9183      1.371          9        640:   7%|▋         | 37/519 [00:18<04:21,  1.84it/s]
       9/80      0.94G      1.182        1.8     0.9183      1.371          9        640:   7%|▋         | 38/519 [00:18<03:36,  2.22it/s]
       9/80      0.94G      1.181      1.803     0.9132      1.368         12        640:   7%|▋         | 38/519 [00:19<03:36,  2.22it/s]
       9/80      0.94G      1.181      1.803     0.9132      1.368         12        640:   8%|▊         | 39/519 [00:19<03:33,  2.25it/s]
       9/80      0.94G       1.18      1.801     0.9107      1.369          9        640:   8%|▊         | 39/519 [00:19<03:33,  2.25it/s]
       9/80      0.94G       1.18      1.801     0.9107      1.369          9        640:   8%|▊         | 40/519 [00:19<03:00,  2.66it/s]
       9/80      0.94G      1.184      1.798     0.9159      1.376         10        640:   8%|▊         | 40/519 [00:19<03:00,  2.66it/s]
       9/80      0.94G      1.184      1.798     0.9159      1.376         10        640:   8%|▊         | 41/519 [00:19<03:22,  2.36it/s]
       9/80      0.94G      1.191      1.804     0.9176      1.381         10        640:   8%|▊         | 41/519 [00:20<03:22,  2.36it/s]
       9/80      0.94G      1.191      1.804     0.9176      1.381         10        640:   8%|▊         | 42/519 [00:20<02:49,  2.81it/s]
       9/80      0.94G      1.184      1.797      0.915      1.375         10        640:   8%|▊         | 42/519 [00:20<02:49,  2.81it/s]
       9/80      0.94G      1.184      1.797      0.915      1.375         10        640:   8%|▊         | 43/519 [00:20<03:05,  2.57it/s]
       9/80      0.94G      1.174       1.79     0.9155      1.375          5        640:   8%|▊         | 43/519 [00:20<03:05,  2.57it/s]
       9/80      0.94G      1.174       1.79     0.9155      1.375          5        640:   8%|▊         | 44/519 [00:20<02:43,  2.90it/s]
       9/80      0.94G      1.174      1.786     0.9107      1.376          8        640:   8%|▊         | 44/519 [00:21<02:43,  2.90it/s]
       9/80      0.94G      1.174      1.786     0.9107      1.376          8        640:   9%|▊         | 45/519 [00:21<04:24,  1.79it/s]
       9/80      0.94G      1.171      1.779      0.904      1.373         13        640:   9%|▊         | 45/519 [00:22<04:24,  1.79it/s]
       9/80      0.94G      1.171      1.779      0.904      1.373         13        640:   9%|▉         | 46/519 [00:22<03:35,  2.19it/s]
       9/80      0.94G       1.17      1.795     0.9038      1.373         12        640:   9%|▉         | 46/519 [00:22<03:35,  2.19it/s]
       9/80      0.94G       1.17      1.795     0.9038      1.373         12        640:   9%|▉         | 47/519 [00:22<02:59,  2.64it/s]
       9/80      0.94G      1.172      1.785     0.8992      1.373         10        640:   9%|▉         | 47/519 [00:22<02:59,  2.64it/s]
       9/80      0.94G      1.172      1.785     0.8992      1.373         10        640:   9%|▉         | 48/519 [00:22<02:44,  2.87it/s]
       9/80      0.94G      1.171      1.783      0.897      1.371         11        640:   9%|▉         | 48/519 [00:24<02:44,  2.87it/s]
       9/80      0.94G      1.171      1.783      0.897      1.371         11        640:   9%|▉         | 49/519 [00:24<05:23,  1.45it/s]
       9/80      0.94G      1.174      1.803     0.9071      1.376          8        640:   9%|▉         | 49/519 [00:24<05:23,  1.45it/s]
       9/80      0.94G      1.174      1.803     0.9071      1.376          8        640:  10%|▉         | 50/519 [00:24<04:19,  1.81it/s]
       9/80      0.94G       1.17      1.798     0.9006      1.373          7        640:  10%|▉         | 50/519 [00:24<04:19,  1.81it/s]
       9/80      0.94G       1.17      1.798     0.9006      1.373          7        640:  10%|▉         | 51/519 [00:24<03:25,  2.28it/s]
       9/80      0.94G      1.174      1.804     0.9055      1.377         10        640:  10%|▉         | 51/519 [00:24<03:25,  2.28it/s]
       9/80      0.94G      1.174      1.804     0.9055      1.377         10        640:  10%|█         | 52/519 [00:24<02:52,  2.70it/s]
       9/80      0.94G      1.176      1.802     0.9043      1.379         13        640:  10%|█         | 52/519 [00:26<02:52,  2.70it/s]
       9/80      0.94G      1.176      1.802     0.9043      1.379         13        640:  10%|█         | 53/519 [00:26<05:34,  1.39it/s]
       9/80      0.94G      1.177      1.812     0.9097      1.381          9        640:  10%|█         | 53/519 [00:26<05:34,  1.39it/s]
       9/80      0.94G      1.177      1.812     0.9097      1.381          9        640:  10%|█         | 54/519 [00:26<04:29,  1.73it/s]
       9/80      0.94G      1.172       1.81     0.9059      1.379         12        640:  10%|█         | 54/519 [00:26<04:29,  1.73it/s]
       9/80      0.94G      1.172       1.81     0.9059      1.379         12        640:  11%|█         | 55/519 [00:26<03:36,  2.14it/s]
       9/80      0.94G      1.167      1.797     0.9043      1.376          9        640:  11%|█         | 55/519 [00:26<03:36,  2.14it/s]
       9/80      0.94G      1.167      1.797     0.9043      1.376          9        640:  11%|█         | 56/519 [00:26<03:06,  2.49it/s]
       9/80      0.94G      1.166      1.794     0.9008      1.373         14        640:  11%|█         | 56/519 [00:28<03:06,  2.49it/s]
       9/80      0.94G      1.166      1.794     0.9008      1.373         14        640:  11%|█         | 57/519 [00:28<04:58,  1.55it/s]
       9/80      0.94G       1.17      1.805     0.8987      1.377         12        640:  11%|█         | 57/519 [00:28<04:58,  1.55it/s]
       9/80      0.94G       1.17      1.805     0.8987      1.377         12        640:  11%|█         | 58/519 [00:28<04:08,  1.86it/s]
       9/80      0.94G      1.175      1.797     0.8973      1.379          7        640:  11%|█         | 58/519 [00:28<04:08,  1.86it/s]
       9/80      0.94G      1.175      1.797     0.8973      1.379          7        640:  11%|█▏        | 59/519 [00:28<03:21,  2.28it/s]
       9/80      0.94G      1.181        1.8     0.8992      1.383         14        640:  11%|█▏        | 59/519 [00:28<03:21,  2.28it/s]
       9/80      0.94G      1.181        1.8     0.8992      1.383         14        640:  12%|█▏        | 60/519 [00:28<02:43,  2.81it/s]
       9/80      0.94G      1.177      1.797     0.9054      1.381          8        640:  12%|█▏        | 60/519 [00:29<02:43,  2.81it/s]
       9/80      0.94G      1.177      1.797     0.9054      1.381          8        640:  12%|█▏        | 61/519 [00:29<04:23,  1.74it/s]
       9/80      0.94G      1.171      1.792     0.9016      1.378          7        640:  12%|█▏        | 61/519 [00:30<04:23,  1.74it/s]
       9/80      0.94G      1.171      1.792     0.9016      1.378          7        640:  12%|█▏        | 62/519 [00:30<03:38,  2.09it/s]
       9/80      0.94G      1.169      1.789     0.8972      1.376         10        640:  12%|█▏        | 62/519 [00:30<03:38,  2.09it/s]
       9/80      0.94G      1.169      1.789     0.8972      1.376         10        640:  12%|█▏        | 63/519 [00:30<03:02,  2.50it/s]
       9/80      0.94G      1.169      1.791     0.8967      1.376          8        640:  12%|█▏        | 63/519 [00:30<03:02,  2.50it/s]
       9/80      0.94G      1.169      1.791     0.8967      1.376          8        640:  12%|█▏        | 64/519 [00:30<02:37,  2.88it/s]
       9/80      0.94G      1.167      1.793     0.8938      1.374         14        640:  12%|█▏        | 64/519 [00:31<02:37,  2.88it/s]
       9/80      0.94G      1.167      1.793     0.8938      1.374         14        640:  13%|█▎        | 65/519 [00:31<03:24,  2.22it/s]
       9/80      0.94G      1.166      1.796     0.8932      1.373         10        640:  13%|█▎        | 65/519 [00:31<03:24,  2.22it/s]
       9/80      0.94G      1.166      1.796     0.8932      1.373         10        640:  13%|█▎        | 66/519 [00:31<02:59,  2.53it/s]
       9/80      0.94G      1.167       1.79     0.8954      1.371          6        640:  13%|█▎        | 66/519 [00:31<02:59,  2.53it/s]
       9/80      0.94G      1.167       1.79     0.8954      1.371          6        640:  13%|█▎        | 67/519 [00:31<02:33,  2.95it/s]
       9/80      0.94G      1.168      1.791     0.8924      1.372          8        640:  13%|█▎        | 67/519 [00:32<02:33,  2.95it/s]
       9/80      0.94G      1.168      1.791     0.8924      1.372          8        640:  13%|█▎        | 68/519 [00:32<02:24,  3.12it/s]
       9/80      0.94G      1.164      1.782     0.8888      1.367         14        640:  13%|█▎        | 68/519 [00:32<02:24,  3.12it/s]
       9/80      0.94G      1.164      1.782     0.8888      1.367         14        640:  13%|█▎        | 69/519 [00:32<03:12,  2.34it/s]
       9/80      0.94G      1.164      1.783     0.8882      1.365         10        640:  13%|█▎        | 69/519 [00:33<03:12,  2.34it/s]
       9/80      0.94G      1.164      1.783     0.8882      1.365         10        640:  13%|█▎        | 70/519 [00:33<02:47,  2.68it/s]
       9/80      0.94G      1.165      1.784     0.8871      1.364         11        640:  13%|█▎        | 70/519 [00:33<02:47,  2.68it/s]
       9/80      0.94G      1.165      1.784     0.8871      1.364         11        640:  14%|█▎        | 71/519 [00:33<02:49,  2.65it/s]
       9/80      0.94G      1.161       1.79     0.8844      1.363          8        640:  14%|█▎        | 71/519 [00:33<02:49,  2.65it/s]
       9/80      0.94G      1.161       1.79     0.8844      1.363          8        640:  14%|█▍        | 72/519 [00:33<02:30,  2.97it/s]
       9/80      0.94G      1.158      1.787      0.885      1.361         10        640:  14%|█▍        | 72/519 [00:34<02:30,  2.97it/s]
       9/80      0.94G      1.158      1.787      0.885      1.361         10        640:  14%|█▍        | 73/519 [00:34<03:22,  2.20it/s]
       9/80      0.94G      1.162      1.788     0.8862      1.361         11        640:  14%|█▍        | 73/519 [00:34<03:22,  2.20it/s]
       9/80      0.94G      1.162      1.788     0.8862      1.361         11        640:  14%|█▍        | 74/519 [00:34<03:10,  2.33it/s]
       9/80      0.94G      1.161      1.791      0.887      1.361          7        640:  14%|█▍        | 74/519 [00:34<03:10,  2.33it/s]
       9/80      0.94G      1.161      1.791      0.887      1.361          7        640:  14%|█▍        | 75/519 [00:34<02:42,  2.74it/s]
       9/80      0.94G      1.158      1.787     0.8857      1.359         12        640:  14%|█▍        | 75/519 [00:35<02:42,  2.74it/s]
       9/80      0.94G      1.158      1.787     0.8857      1.359         12        640:  15%|█▍        | 76/519 [00:35<02:24,  3.06it/s]
       9/80      0.94G      1.157      1.788     0.8842      1.358         10        640:  15%|█▍        | 76/519 [00:36<02:24,  3.06it/s]
       9/80      0.94G      1.157      1.788     0.8842      1.358         10        640:  15%|█▍        | 77/519 [00:36<04:31,  1.63it/s]
       9/80      0.94G      1.157       1.79     0.8836      1.358          8        640:  15%|█▍        | 77/519 [00:36<04:31,  1.63it/s]
       9/80      0.94G      1.157       1.79     0.8836      1.358          8        640:  15%|█▌        | 78/519 [00:36<03:41,  1.99it/s]
       9/80      0.94G      1.153      1.789     0.8823      1.355          8        640:  15%|█▌        | 78/519 [00:37<03:41,  1.99it/s]
       9/80      0.94G      1.153      1.789     0.8823      1.355          8        640:  15%|█▌        | 79/519 [00:37<03:30,  2.09it/s]
       9/80      0.94G      1.157      1.795     0.8888      1.357          7        640:  15%|█▌        | 79/519 [00:37<03:30,  2.09it/s]
       9/80      0.94G      1.157      1.795     0.8888      1.357          7        640:  15%|█▌        | 80/519 [00:37<02:57,  2.47it/s]
       9/80      0.94G      1.156      1.792     0.8875      1.357         11        640:  15%|█▌        | 80/519 [00:38<02:57,  2.47it/s]
       9/80      0.94G      1.156      1.792     0.8875      1.357         11        640:  16%|█▌        | 81/519 [00:38<04:54,  1.49it/s]
       9/80      0.94G      1.155      1.796     0.8861      1.358         11        640:  16%|█▌        | 81/519 [00:38<04:54,  1.49it/s]
       9/80      0.94G      1.155      1.796     0.8861      1.358         11        640:  16%|█▌        | 82/519 [00:38<03:59,  1.82it/s]
       9/80      0.94G      1.154      1.795     0.8838      1.356         11        640:  16%|█▌        | 82/519 [00:39<03:59,  1.82it/s]
       9/80      0.94G      1.154      1.795     0.8838      1.356         11        640:  16%|█▌        | 83/519 [00:39<03:14,  2.24it/s]
       9/80      0.94G      1.152      1.789     0.8821      1.354          9        640:  16%|█▌        | 83/519 [00:39<03:14,  2.24it/s]
       9/80      0.94G      1.152      1.789     0.8821      1.354          9        640:  16%|█▌        | 84/519 [00:39<02:46,  2.61it/s]
       9/80      0.94G      1.151      1.789     0.8812      1.353         12        640:  16%|█▌        | 84/519 [00:40<02:46,  2.61it/s]
       9/80      0.94G      1.151      1.789     0.8812      1.353         12        640:  16%|█▋        | 85/519 [00:40<04:11,  1.73it/s]
       9/80      0.94G      1.148       1.79     0.8808      1.351          9        640:  16%|█▋        | 85/519 [00:40<04:11,  1.73it/s]
       9/80      0.94G      1.148       1.79     0.8808      1.351          9        640:  17%|█▋        | 86/519 [00:40<03:36,  2.00it/s]
       9/80      0.94G      1.148      1.793      0.883      1.352         11        640:  17%|█▋        | 86/519 [00:40<03:36,  2.00it/s]
       9/80      0.94G      1.148      1.793      0.883      1.352         11        640:  17%|█▋        | 87/519 [00:40<02:54,  2.47it/s]
       9/80      0.94G       1.15      1.796     0.8859      1.354          7        640:  17%|█▋        | 87/519 [00:41<02:54,  2.47it/s]
       9/80      0.94G       1.15      1.796     0.8859      1.354          7        640:  17%|█▋        | 88/519 [00:41<02:31,  2.85it/s]
       9/80      0.94G      1.151       1.79     0.8858      1.357          7        640:  17%|█▋        | 88/519 [00:42<02:31,  2.85it/s]
       9/80      0.94G      1.151       1.79     0.8858      1.357          7        640:  17%|█▋        | 89/519 [00:42<04:06,  1.74it/s]
       9/80      0.94G      1.151      1.789     0.8849      1.357         10        640:  17%|█▋        | 89/519 [00:42<04:06,  1.74it/s]
       9/80      0.94G      1.151      1.789     0.8849      1.357         10        640:  17%|█▋        | 90/519 [00:42<03:29,  2.05it/s]
       9/80      0.94G      1.146      1.785     0.8822      1.353         15        640:  17%|█▋        | 90/519 [00:42<03:29,  2.05it/s]
       9/80      0.94G      1.146      1.785     0.8822      1.353         15        640:  18%|█▊        | 91/519 [00:42<02:47,  2.56it/s]
       9/80      0.94G      1.145      1.785     0.8799       1.35         14        640:  18%|█▊        | 91/519 [00:42<02:47,  2.56it/s]
       9/80      0.94G      1.145      1.785     0.8799       1.35         14        640:  18%|█▊        | 92/519 [00:42<02:27,  2.90it/s]
       9/80      0.94G      1.145      1.784     0.8787      1.352          9        640:  18%|█▊        | 92/519 [00:44<02:27,  2.90it/s]
       9/80      0.94G      1.145      1.784     0.8787      1.352          9        640:  18%|█▊        | 93/519 [00:44<04:58,  1.43it/s]
       9/80      0.94G      1.143      1.783      0.878      1.351         10        640:  18%|█▊        | 93/519 [00:44<04:58,  1.43it/s]
       9/80      0.94G      1.143      1.783      0.878      1.351         10        640:  18%|█▊        | 94/519 [00:44<03:50,  1.85it/s]
       9/80      0.94G      1.146      1.785     0.8793      1.354         12        640:  18%|█▊        | 94/519 [00:44<03:50,  1.85it/s]
       9/80      0.94G      1.146      1.785     0.8793      1.354         12        640:  18%|█▊        | 95/519 [00:44<03:06,  2.27it/s]
       9/80      0.94G      1.145      1.786     0.8806      1.353         10        640:  18%|█▊        | 95/519 [00:45<03:06,  2.27it/s]
       9/80      0.94G      1.145      1.786     0.8806      1.353         10        640:  18%|█▊        | 96/519 [00:45<02:41,  2.63it/s]
       9/80      0.94G      1.146      1.789     0.8808      1.352         13        640:  18%|█▊        | 96/519 [00:46<02:41,  2.63it/s]
       9/80      0.94G      1.146      1.789     0.8808      1.352         13        640:  19%|█▊        | 97/519 [00:46<04:15,  1.65it/s]
       9/80      0.94G      1.148      1.793     0.8824      1.353         14        640:  19%|█▊        | 97/519 [00:46<04:15,  1.65it/s]
       9/80      0.94G      1.148      1.793     0.8824      1.353         14        640:  19%|█▉        | 98/519 [00:46<03:22,  2.08it/s]
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       9/80      0.94G      1.157      1.851      0.897      1.364         12        640:  47%|████▋     | 245/519 [01:54<01:58,  2.32it/s]
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       9/80      0.94G      1.151      1.842     0.8938       1.36          6        640:  49%|████▊     | 252/519 [01:58<02:38,  1.68it/s]
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       9/80      0.94G      1.149      1.835     0.8909      1.354         14        640:  51%|█████▏    | 266/519 [02:04<02:35,  1.63it/s]
       9/80      0.94G      1.149      1.835     0.8909      1.354         14        640:  51%|█████▏    | 267/519 [02:04<02:08,  1.97it/s]
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       9/80      0.94G      1.151      1.846     0.8917      1.355          9        640:  52%|█████▏    | 269/519 [02:06<01:33,  2.68it/s]
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       9/80      0.94G      1.151      1.849     0.8961      1.354          6        640:  54%|█████▍    | 281/519 [02:11<01:35,  2.48it/s]
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       9/80      0.94G       1.15       1.85     0.8958      1.355         10        640:  55%|█████▌    | 287/519 [02:13<01:34,  2.45it/s]
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       9/80      0.94G       1.15      1.848      0.895      1.355          7        640:  56%|█████▋    | 292/519 [02:15<01:24,  2.68it/s]
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       9/80      0.94G      1.151      1.849     0.8963      1.356          7        640:  58%|█████▊    | 301/519 [02:21<01:17,  2.82it/s]
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       9/80      0.94G      1.149      1.847     0.8955      1.356          7        640:  59%|█████▉    | 305/519 [02:23<01:25,  2.51it/s]
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       9/80      0.94G      1.148      1.844     0.8983      1.357          6        640:  68%|██████▊   | 353/519 [02:44<00:51,  3.25it/s]
       9/80      0.94G      1.148      1.846      0.899      1.358          9        640:  68%|██████▊   | 353/519 [02:46<00:51,  3.25it/s]
       9/80      0.94G      1.148      1.846      0.899      1.358          9        640:  68%|██████▊   | 354/519 [02:46<01:39,  1.66it/s]
       9/80      0.94G      1.147      1.845     0.8981      1.357          9        640:  68%|██████▊   | 354/519 [02:46<01:39,  1.66it/s]
       9/80      0.94G      1.147      1.845     0.8981      1.357          9        640:  68%|██████▊   | 355/519 [02:46<01:18,  2.09it/s]
       9/80      0.94G      1.147      1.845     0.8986      1.357         10        640:  68%|██████▊   | 355/519 [02:46<01:18,  2.09it/s]
       9/80      0.94G      1.147      1.845     0.8986      1.357         10        640:  69%|██████▊   | 356/519 [02:46<01:08,  2.40it/s]
       9/80      0.94G      1.147      1.847      0.899      1.357          9        640:  69%|██████▊   | 356/519 [02:47<01:08,  2.40it/s]
       9/80      0.94G      1.147      1.847      0.899      1.357          9        640:  69%|██████▉   | 357/519 [02:47<01:01,  2.63it/s]
       9/80      0.94G      1.147      1.847     0.9003      1.358          8        640:  69%|██████▉   | 357/519 [02:48<01:01,  2.63it/s]
       9/80      0.94G      1.147      1.847     0.9003      1.358          8        640:  69%|██████▉   | 358/519 [02:48<01:45,  1.53it/s]
       9/80      0.94G      1.148      1.847     0.9012      1.358         10        640:  69%|██████▉   | 358/519 [02:48<01:45,  1.53it/s]
       9/80      0.94G      1.148      1.847     0.9012      1.358         10        640:  69%|██████▉   | 359/519 [02:48<01:22,  1.94it/s]
       9/80      0.94G      1.148      1.848     0.9012      1.359         12        640:  69%|██████▉   | 359/519 [02:48<01:22,  1.94it/s]
       9/80      0.94G      1.148      1.848     0.9012      1.359         12        640:  69%|██████▉   | 360/519 [02:48<01:06,  2.40it/s]
       9/80      0.94G      1.147      1.847     0.9004      1.358         13        640:  69%|██████▉   | 360/519 [02:48<01:06,  2.40it/s]
       9/80      0.94G      1.147      1.847     0.9004      1.358         13        640:  70%|██████▉   | 361/519 [02:48<00:57,  2.76it/s]
       9/80      0.94G      1.147      1.846     0.8999      1.358         10        640:  70%|██████▉   | 361/519 [02:50<00:57,  2.76it/s]
       9/80      0.94G      1.147      1.846     0.8999      1.358         10        640:  70%|██████▉   | 362/519 [02:50<01:34,  1.66it/s]
       9/80      0.94G      1.147      1.845     0.8992      1.359          8        640:  70%|██████▉   | 362/519 [02:50<01:34,  1.66it/s]
       9/80      0.94G      1.147      1.845     0.8992      1.359          8        640:  70%|██████▉   | 363/519 [02:50<01:16,  2.03it/s]
       9/80      0.94G      1.149      1.851     0.9007       1.36          4        640:  70%|██████▉   | 363/519 [02:50<01:16,  2.03it/s]
       9/80      0.94G      1.149      1.851     0.9007       1.36          4        640:  70%|███████   | 364/519 [02:50<01:04,  2.39it/s]
       9/80      0.94G       1.15       1.85     0.9007       1.36         13        640:  70%|███████   | 364/519 [02:50<01:04,  2.39it/s]
       9/80      0.94G       1.15       1.85     0.9007       1.36         13        640:  70%|███████   | 365/519 [02:50<00:57,  2.67it/s]
       9/80      0.94G       1.15      1.849     0.9002       1.36         12        640:  70%|███████   | 365/519 [02:51<00:57,  2.67it/s]
       9/80      0.94G       1.15      1.849     0.9002       1.36         12        640:  71%|███████   | 366/519 [02:51<01:10,  2.17it/s]
       9/80      0.94G       1.15      1.848     0.9001       1.36          7        640:  71%|███████   | 366/519 [02:51<01:10,  2.17it/s]
       9/80      0.94G       1.15      1.848     0.9001       1.36          7        640:  71%|███████   | 367/519 [02:51<01:01,  2.48it/s]
       9/80      0.94G       1.15      1.848     0.8998       1.36         10        640:  71%|███████   | 367/519 [02:51<01:01,  2.48it/s]
       9/80      0.94G       1.15      1.848     0.8998       1.36         10        640:  71%|███████   | 368/519 [02:51<00:51,  2.91it/s]
       9/80      0.94G      1.151      1.848     0.9006      1.361         11        640:  71%|███████   | 368/519 [02:52<00:51,  2.91it/s]
       9/80      0.94G      1.151      1.848     0.9006      1.361         11        640:  71%|███████   | 369/519 [02:52<00:46,  3.26it/s]
       9/80      0.94G      1.151      1.849     0.9006      1.361         10        640:  71%|███████   | 369/519 [02:53<00:46,  3.26it/s]
       9/80      0.94G      1.151      1.849     0.9006      1.361         10        640:  71%|███████▏  | 370/519 [02:53<01:19,  1.87it/s]
       9/80      0.94G      1.152       1.85     0.9016      1.362         11        640:  71%|███████▏  | 370/519 [02:53<01:19,  1.87it/s]
       9/80      0.94G      1.152       1.85     0.9016      1.362         11        640:  71%|███████▏  | 371/519 [02:53<01:06,  2.23it/s]
       9/80      0.94G      1.151      1.854     0.9017      1.362          9        640:  71%|███████▏  | 371/519 [02:53<01:06,  2.23it/s]
       9/80      0.94G      1.151      1.854     0.9017      1.362          9        640:  72%|███████▏  | 372/519 [02:53<00:55,  2.66it/s]
       9/80      0.94G      1.152      1.855     0.9022      1.362         14        640:  72%|███████▏  | 372/519 [02:54<00:55,  2.66it/s]
       9/80      0.94G      1.152      1.855     0.9022      1.362         14        640:  72%|███████▏  | 373/519 [02:54<00:52,  2.77it/s]
       9/80      0.94G      1.153      1.856     0.9028      1.363         10        640:  72%|███████▏  | 373/519 [02:55<00:52,  2.77it/s]
       9/80      0.94G      1.153      1.856     0.9028      1.363         10        640:  72%|███████▏  | 374/519 [02:55<01:37,  1.49it/s]
       9/80      0.94G      1.152      1.856     0.9029      1.362         11        640:  72%|███████▏  | 374/519 [02:55<01:37,  1.49it/s]
       9/80      0.94G      1.152      1.856     0.9029      1.362         11        640:  72%|███████▏  | 375/519 [02:55<01:13,  1.96it/s]
       9/80      0.94G      1.153      1.857     0.9031      1.363         10        640:  72%|███████▏  | 375/519 [02:55<01:13,  1.96it/s]
       9/80      0.94G      1.153      1.857     0.9031      1.363         10        640:  72%|███████▏  | 376/519 [02:55<00:57,  2.47it/s]
       9/80      0.94G      1.154      1.857     0.9029      1.364         12        640:  72%|███████▏  | 376/519 [02:56<00:57,  2.47it/s]
       9/80      0.94G      1.154      1.857     0.9029      1.364         12        640:  73%|███████▎  | 377/519 [02:56<00:53,  2.68it/s]
       9/80      0.94G      1.154      1.859     0.9029      1.365         10        640:  73%|███████▎  | 377/519 [02:56<00:53,  2.68it/s]
       9/80      0.94G      1.154      1.859     0.9029      1.365         10        640:  73%|███████▎  | 378/519 [02:56<01:13,  1.92it/s]
       9/80      0.94G      1.154      1.858     0.9028      1.365         13        640:  73%|███████▎  | 378/519 [02:57<01:13,  1.92it/s]
       9/80      0.94G      1.154      1.858     0.9028      1.365         13        640:  73%|███████▎  | 379/519 [02:57<00:58,  2.38it/s]
       9/80      0.94G      1.154      1.857     0.9021      1.364         10        640:  73%|███████▎  | 379/519 [02:57<00:58,  2.38it/s]
       9/80      0.94G      1.154      1.857     0.9021      1.364         10        640:  73%|███████▎  | 380/519 [02:57<00:48,  2.85it/s]
       9/80      0.94G      1.154      1.857     0.9019      1.365         10        640:  73%|███████▎  | 380/519 [02:57<00:48,  2.85it/s]
       9/80      0.94G      1.154      1.857     0.9019      1.365         10        640:  73%|███████▎  | 381/519 [02:57<00:44,  3.10it/s]
       9/80      0.94G      1.154      1.857     0.9025      1.364         11        640:  73%|███████▎  | 381/519 [02:58<00:44,  3.10it/s]
       9/80      0.94G      1.154      1.857     0.9025      1.364         11        640:  74%|███████▎  | 382/519 [02:58<00:57,  2.40it/s]
       9/80      0.94G      1.153      1.856     0.9025      1.364         11        640:  74%|███████▎  | 382/519 [02:58<00:57,  2.40it/s]
       9/80      0.94G      1.153      1.856     0.9025      1.364         11        640:  74%|███████▍  | 383/519 [02:58<00:49,  2.77it/s]
       9/80      0.94G      1.153      1.855     0.9022      1.363         12        640:  74%|███████▍  | 383/519 [02:58<00:49,  2.77it/s]
       9/80      0.94G      1.153      1.855     0.9022      1.363         12        640:  74%|███████▍  | 384/519 [02:58<00:43,  3.09it/s]
       9/80      0.94G      1.152      1.854     0.9012      1.363         10        640:  74%|███████▍  | 384/519 [02:58<00:43,  3.09it/s]
       9/80      0.94G      1.152      1.854     0.9012      1.363         10        640:  74%|███████▍  | 385/519 [02:58<00:39,  3.36it/s]
       9/80      0.94G      1.152      1.853     0.9011      1.364          7        640:  74%|███████▍  | 385/519 [03:00<00:39,  3.36it/s]
       9/80      0.94G      1.152      1.853     0.9011      1.364          7        640:  74%|███████▍  | 386/519 [03:00<01:33,  1.43it/s]
       9/80      0.94G      1.152      1.853     0.9007      1.364          8        640:  74%|███████▍  | 386/519 [03:00<01:33,  1.43it/s]
       9/80      0.94G      1.152      1.853     0.9007      1.364          8        640:  75%|███████▍  | 387/519 [03:00<01:14,  1.77it/s]
       9/80      0.94G      1.153      1.853      0.901      1.364         12        640:  75%|███████▍  | 387/519 [03:00<01:14,  1.77it/s]
       9/80      0.94G      1.153      1.853      0.901      1.364         12        640:  75%|███████▍  | 388/519 [03:00<00:58,  2.22it/s]
       9/80      0.94G      1.153      1.852     0.9011      1.364         10        640:  75%|███████▍  | 388/519 [03:01<00:58,  2.22it/s]
       9/80      0.94G      1.153      1.852     0.9011      1.364         10        640:  75%|███████▍  | 389/519 [03:01<00:52,  2.48it/s]
       9/80      0.94G      1.152      1.851     0.9003      1.364          8        640:  75%|███████▍  | 389/519 [03:02<00:52,  2.48it/s]
       9/80      0.94G      1.152      1.851     0.9003      1.364          8        640:  75%|███████▌  | 390/519 [03:02<01:09,  1.87it/s]
       9/80      0.94G      1.152      1.851     0.9003      1.363         12        640:  75%|███████▌  | 390/519 [03:02<01:09,  1.87it/s]
       9/80      0.94G      1.152      1.851     0.9003      1.363         12        640:  75%|███████▌  | 391/519 [03:02<00:55,  2.31it/s]
       9/80      0.94G      1.153      1.853     0.9001      1.364         11        640:  75%|███████▌  | 391/519 [03:02<00:55,  2.31it/s]
       9/80      0.94G      1.153      1.853     0.9001      1.364         11        640:  76%|███████▌  | 392/519 [03:02<00:46,  2.75it/s]
       9/80      0.94G      1.154      1.853     0.9004      1.364         11        640:  76%|███████▌  | 392/519 [03:02<00:46,  2.75it/s]
       9/80      0.94G      1.154      1.853     0.9004      1.364         11        640:  76%|███████▌  | 393/519 [03:02<00:41,  3.01it/s]
       9/80      0.94G      1.154      1.853     0.9008      1.364         10        640:  76%|███████▌  | 393/519 [03:04<00:41,  3.01it/s]
       9/80      0.94G      1.154      1.853     0.9008      1.364         10        640:  76%|███████▌  | 394/519 [03:04<01:25,  1.45it/s]
       9/80      0.94G      1.154      1.852     0.9003      1.364         12        640:  76%|███████▌  | 394/519 [03:04<01:25,  1.45it/s]
       9/80      0.94G      1.154      1.852     0.9003      1.364         12        640:  76%|███████▌  | 395/519 [03:04<01:07,  1.84it/s]
       9/80      0.94G      1.154      1.852     0.8998      1.363         12        640:  76%|███████▌  | 395/519 [03:04<01:07,  1.84it/s]
       9/80      0.94G      1.154      1.852     0.8998      1.363         12        640:  76%|███████▋  | 396/519 [03:04<00:55,  2.20it/s]
       9/80      0.94G      1.154      1.852     0.8999      1.363         13        640:  76%|███████▋  | 396/519 [03:04<00:55,  2.20it/s]
       9/80      0.94G      1.154      1.852     0.8999      1.363         13        640:  76%|███████▋  | 397/519 [03:04<00:47,  2.55it/s]
       9/80      0.94G      1.154      1.852     0.9001      1.363          7        640:  76%|███████▋  | 397/519 [03:06<00:47,  2.55it/s]
       9/80      0.94G      1.154      1.852     0.9001      1.363          7        640:  77%|███████▋  | 398/519 [03:06<01:15,  1.59it/s]
       9/80      0.94G      1.154      1.852     0.9004      1.363         11        640:  77%|███████▋  | 398/519 [03:06<01:15,  1.59it/s]
       9/80      0.94G      1.154      1.852     0.9004      1.363         11        640:  77%|███████▋  | 399/519 [03:06<01:00,  1.98it/s]
       9/80      0.94G      1.153      1.851     0.8996      1.363         11        640:  77%|███████▋  | 399/519 [03:06<01:00,  1.98it/s]
       9/80      0.94G      1.153      1.851     0.8996      1.363         11        640:  77%|███████▋  | 400/519 [03:06<00:49,  2.41it/s]
       9/80      0.94G      1.153       1.85     0.8991      1.363          5        640:  77%|███████▋  | 400/519 [03:06<00:49,  2.41it/s]
       9/80      0.94G      1.153       1.85     0.8991      1.363          5        640:  77%|███████▋  | 401/519 [03:06<00:43,  2.73it/s]
       9/80      0.94G      1.153       1.85     0.8994      1.363          7        640:  77%|███████▋  | 401/519 [03:07<00:43,  2.73it/s]
       9/80      0.94G      1.153       1.85     0.8994      1.363          7        640:  77%|███████▋  | 402/519 [03:07<01:01,  1.90it/s]
       9/80      0.94G      1.152      1.848     0.8988      1.363          8        640:  77%|███████▋  | 402/519 [03:07<01:01,  1.90it/s]
       9/80      0.94G      1.152      1.848     0.8988      1.363          8        640:  78%|███████▊  | 403/519 [03:07<00:51,  2.24it/s]
       9/80      0.94G      1.152      1.847     0.8981      1.362         13        640:  78%|███████▊  | 403/519 [03:08<00:51,  2.24it/s]
       9/80      0.94G      1.152      1.847     0.8981      1.362         13        640:  78%|███████▊  | 404/519 [03:08<00:44,  2.61it/s]
       9/80      0.94G      1.152      1.849      0.898      1.362         11        640:  78%|███████▊  | 404/519 [03:08<00:44,  2.61it/s]
       9/80      0.94G      1.152      1.849      0.898      1.362         11        640:  78%|███████▊  | 405/519 [03:08<00:41,  2.72it/s]
       9/80      0.94G      1.152      1.849      0.898      1.363         11        640:  78%|███████▊  | 405/519 [03:09<00:41,  2.72it/s]
       9/80      0.94G      1.152      1.849      0.898      1.363         11        640:  78%|███████▊  | 406/519 [03:09<01:10,  1.61it/s]
       9/80      0.94G      1.152      1.851     0.8988      1.363         10        640:  78%|███████▊  | 406/519 [03:09<01:10,  1.61it/s]
       9/80      0.94G      1.152      1.851     0.8988      1.363         10        640:  78%|███████▊  | 407/519 [03:09<00:57,  1.95it/s]
       9/80      0.94G      1.152       1.85     0.8984      1.363         10        640:  78%|███████▊  | 407/519 [03:10<00:57,  1.95it/s]
       9/80      0.94G      1.152       1.85     0.8984      1.363         10        640:  79%|███████▊  | 408/519 [03:10<00:46,  2.38it/s]
       9/80      0.94G      1.152      1.849     0.8979      1.362         12        640:  79%|███████▊  | 408/519 [03:10<00:46,  2.38it/s]
       9/80      0.94G      1.152      1.849     0.8979      1.362         12        640:  79%|███████▉  | 409/519 [03:10<00:39,  2.82it/s]
       9/80      0.94G      1.152       1.85     0.8993      1.363          5        640:  79%|███████▉  | 409/519 [03:11<00:39,  2.82it/s]
       9/80      0.94G      1.152       1.85     0.8993      1.363          5        640:  79%|███████▉  | 410/519 [03:11<01:05,  1.66it/s]
       9/80      0.94G      1.152      1.851     0.8994      1.363         11        640:  79%|███████▉  | 410/519 [03:11<01:05,  1.66it/s]
       9/80      0.94G      1.152      1.851     0.8994      1.363         11        640:  79%|███████▉  | 411/519 [03:11<00:53,  2.01it/s]
       9/80      0.94G      1.153      1.852     0.8998      1.363         13        640:  79%|███████▉  | 411/519 [03:12<00:53,  2.01it/s]
       9/80      0.94G      1.153      1.852     0.8998      1.363         13        640:  79%|███████▉  | 412/519 [03:12<00:43,  2.45it/s]
       9/80      0.94G      1.153      1.852     0.9002      1.363         10        640:  79%|███████▉  | 412/519 [03:12<00:43,  2.45it/s]
       9/80      0.94G      1.153      1.852     0.9002      1.363         10        640:  80%|███████▉  | 413/519 [03:12<00:38,  2.79it/s]
       9/80      0.94G      1.153      1.853        0.9      1.364         10        640:  80%|███████▉  | 413/519 [03:13<00:38,  2.79it/s]
       9/80      0.94G      1.153      1.853        0.9      1.364         10        640:  80%|███████▉  | 414/519 [03:13<00:57,  1.82it/s]
       9/80      0.94G      1.153      1.853     0.8994      1.363         11        640:  80%|███████▉  | 414/519 [03:13<00:57,  1.82it/s]
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       9/80      0.94G      1.154      1.858     0.9002      1.367         14        640:  92%|█████████▏| 478/519 [03:41<00:15,  2.63it/s]
       9/80      0.94G      1.154      1.858     0.9002      1.367         14        640:  92%|█████████▏| 479/519 [03:41<00:13,  2.95it/s]
       9/80      0.94G      1.154      1.857     0.8998      1.367         13        640:  92%|█████████▏| 479/519 [03:42<00:13,  2.95it/s]
       9/80      0.94G      1.154      1.857     0.8998      1.367         13        640:  92%|█████████▏| 480/519 [03:42<00:19,  2.00it/s]
       9/80      0.94G      1.155      1.859     0.8999      1.366         12        640:  92%|█████████▏| 480/519 [03:43<00:19,  2.00it/s]
       9/80      0.94G      1.155      1.859     0.8999      1.366         12        640:  93%|█████████▎| 481/519 [03:43<00:15,  2.39it/s]
       9/80      0.94G      1.155      1.859     0.8996      1.366         11        640:  93%|█████████▎| 481/519 [03:43<00:15,  2.39it/s]
       9/80      0.94G      1.155      1.859     0.8996      1.366         11        640:  93%|█████████▎| 482/519 [03:43<00:13,  2.83it/s]
       9/80      0.94G      1.155      1.859     0.8997      1.366         10        640:  93%|█████████▎| 482/519 [03:43<00:13,  2.83it/s]
       9/80      0.94G      1.155      1.859     0.8997      1.366         10        640:  93%|█████████▎| 483/519 [03:43<00:12,  2.99it/s]
       9/80      0.94G      1.154      1.858     0.8993      1.366         12        640:  93%|█████████▎| 483/519 [03:44<00:12,  2.99it/s]
       9/80      0.94G      1.154      1.858     0.8993      1.366         12        640:  93%|█████████▎| 484/519 [03:44<00:19,  1.78it/s]
       9/80      0.94G      1.155      1.858     0.8995      1.366         13        640:  93%|█████████▎| 484/519 [03:44<00:19,  1.78it/s]
       9/80      0.94G      1.155      1.858     0.8995      1.366         13        640:  93%|█████████▎| 485/519 [03:44<00:16,  2.04it/s]
       9/80      0.94G      1.154      1.857      0.899      1.366         10        640:  93%|█████████▎| 485/519 [03:45<00:16,  2.04it/s]
       9/80      0.94G      1.154      1.857      0.899      1.366         10        640:  94%|█████████▎| 486/519 [03:45<00:13,  2.42it/s]
       9/80      0.94G      1.154      1.858     0.8989      1.366         10        640:  94%|█████████▎| 486/519 [03:45<00:13,  2.42it/s]
       9/80      0.94G      1.155      1.858     0.8996      1.366          6        640:  94%|█████████▎| 486/519 [03:46<00:13,  2.42it/s]
       9/80      0.94G      1.155      1.858     0.8996      1.366          6        640:  94%|█████████▍| 488/519 [03:46<00:15,  2.04it/s]
       9/80      0.94G      1.155      1.858     0.8996      1.367         12        640:  94%|█████████▍| 488/519 [03:46<00:15,  2.04it/s]
       9/80      0.94G      1.155      1.858     0.8996      1.367         12        640:  94%|█████████▍| 489/519 [03:46<00:12,  2.36it/s]
       9/80      0.94G      1.155      1.858      0.899      1.366         12        640:  94%|█████████▍| 489/519 [03:46<00:12,  2.36it/s]
       9/80      0.94G      1.155      1.858      0.899      1.366         12        640:  94%|█████████▍| 490/519 [03:46<00:10,  2.69it/s]
       9/80      0.94G      1.155      1.859     0.8994      1.366          9        640:  94%|█████████▍| 490/519 [03:46<00:10,  2.69it/s]
       9/80      0.94G      1.155      1.859     0.8994      1.366          9        640:  95%|█████████▍| 491/519 [03:46<00:09,  3.03it/s]
       9/80      0.94G      1.155      1.858     0.8991      1.366          9        640:  95%|█████████▍| 491/519 [03:47<00:09,  3.03it/s]
       9/80      0.94G      1.155      1.858     0.8991      1.366          9        640:  95%|█████████▍| 492/519 [03:47<00:12,  2.16it/s]
       9/80      0.94G      1.154      1.858     0.8987      1.366         10        640:  95%|█████████▍| 492/519 [03:48<00:12,  2.16it/s]
       9/80      0.94G      1.154      1.858     0.8987      1.366         10        640:  95%|█████████▍| 493/519 [03:48<00:10,  2.51it/s]
       9/80      0.94G      1.154      1.856     0.8981      1.365         12        640:  95%|█████████▍| 493/519 [03:48<00:10,  2.51it/s]
       9/80      0.94G      1.154      1.856     0.8981      1.365         12        640:  95%|█████████▌| 494/519 [03:48<00:08,  2.87it/s]
       9/80      0.94G      1.154      1.856     0.8979      1.365          9        640:  95%|█████████▌| 494/519 [03:48<00:08,  2.87it/s]
       9/80      0.94G      1.154      1.856     0.8979      1.365          9        640:  95%|█████████▌| 495/519 [03:48<00:07,  3.17it/s]
       9/80      0.94G      1.154      1.856      0.898      1.365          7        640:  95%|█████████▌| 495/519 [03:49<00:07,  3.17it/s]
       9/80      0.94G      1.154      1.856      0.898      1.365          7        640:  96%|█████████▌| 496/519 [03:49<00:11,  1.93it/s]
       9/80      0.94G      1.155      1.856     0.8984      1.366          7        640:  96%|█████████▌| 496/519 [03:49<00:11,  1.93it/s]
       9/80      0.94G      1.155      1.856     0.8984      1.366          7        640:  96%|█████████▌| 497/519 [03:49<00:09,  2.38it/s]
       9/80      0.94G      1.155      1.856     0.8986      1.366         12        640:  96%|█████████▌| 497/519 [03:49<00:09,  2.38it/s]
       9/80      0.94G      1.155      1.856     0.8986      1.366         12        640:  96%|█████████▌| 498/519 [03:49<00:08,  2.56it/s]
       9/80      0.94G      1.155      1.855     0.8984      1.365          9        640:  96%|█████████▌| 498/519 [03:50<00:08,  2.56it/s]
       9/80      0.94G      1.155      1.855     0.8984      1.365          9        640:  96%|█████████▌| 499/519 [03:50<00:06,  2.96it/s]
       9/80      0.94G      1.155      1.854      0.898      1.365         11        640:  96%|█████████▌| 499/519 [03:51<00:06,  2.96it/s]
       9/80      0.94G      1.155      1.854      0.898      1.365         11        640:  96%|█████████▋| 500/519 [03:51<00:09,  2.07it/s]
       9/80      0.94G      1.155      1.855     0.8983      1.365         10        640:  96%|█████████▋| 500/519 [03:51<00:09,  2.07it/s]
       9/80      0.94G      1.155      1.855     0.8983      1.365         10        640:  97%|█████████▋| 501/519 [03:51<00:07,  2.37it/s]
       9/80      0.94G      1.155      1.854     0.8981      1.365         10        640:  97%|█████████▋| 501/519 [03:51<00:07,  2.37it/s]
       9/80      0.94G      1.155      1.854     0.8981      1.365         10        640:  97%|█████████▋| 502/519 [03:51<00:06,  2.74it/s]
       9/80      0.94G      1.154      1.853     0.8978      1.365          6        640:  97%|█████████▋| 502/519 [03:51<00:06,  2.74it/s]
       9/80      0.94G      1.154      1.853     0.8978      1.365          6        640:  97%|█████████▋| 503/519 [03:51<00:05,  3.02it/s]
       9/80      0.94G      1.154      1.852     0.8973      1.365         13        640:  97%|█████████▋| 503/519 [03:52<00:05,  3.02it/s]
       9/80      0.94G      1.154      1.852     0.8973      1.365         13        640:  97%|█████████▋| 504/519 [03:52<00:05,  2.62it/s]
       9/80      0.94G      1.154      1.853     0.8983      1.365          8        640:  97%|█████████▋| 504/519 [03:52<00:05,  2.62it/s]
       9/80      0.94G      1.154      1.853     0.8983      1.365          8        640:  97%|█████████▋| 505/519 [03:52<00:04,  3.00it/s]
       9/80      0.94G      1.155      1.854      0.898      1.365         12        640:  97%|█████████▋| 505/519 [03:52<00:04,  3.00it/s]
       9/80      0.94G      1.155      1.854      0.898      1.365         12        640:  97%|█████████▋| 506/519 [03:52<00:04,  2.79it/s]
       9/80      0.94G      1.155      1.854     0.8985      1.366          8        640:  97%|█████████▋| 506/519 [03:53<00:04,  2.79it/s]
       9/80      0.94G      1.155      1.854     0.8985      1.366          8        640:  98%|█████████▊| 507/519 [03:53<00:03,  3.15it/s]
       9/80      0.94G      1.155      1.854     0.8987      1.366         14        640:  98%|█████████▊| 507/519 [03:54<00:03,  3.15it/s]
       9/80      0.94G      1.155      1.854     0.8987      1.366         14        640:  98%|█████████▊| 508/519 [03:54<00:07,  1.38it/s]
       9/80      0.94G      1.155      1.853     0.8982      1.365          8        640:  98%|█████████▊| 508/519 [03:55<00:07,  1.38it/s]
       9/80      0.94G      1.155      1.853     0.8982      1.365          8        640:  98%|█████████▊| 509/519 [03:55<00:05,  1.75it/s]
       9/80      0.94G      1.155      1.854     0.8992      1.365          7        640:  98%|█████████▊| 509/519 [03:55<00:05,  1.75it/s]
       9/80      0.94G      1.155      1.854     0.8992      1.365          7        640:  98%|█████████▊| 510/519 [03:55<00:04,  2.07it/s]
       9/80      0.94G      1.154      1.854     0.8986      1.365          6        640:  98%|█████████▊| 510/519 [03:55<00:04,  2.07it/s]
       9/80      0.94G      1.154      1.854     0.8986      1.365          6        640:  98%|█████████▊| 511/519 [03:55<00:03,  2.45it/s]
       9/80      0.94G      1.154      1.854     0.8981      1.365         11        640:  98%|█████████▊| 511/519 [03:56<00:03,  2.45it/s]
       9/80      0.94G      1.154      1.854     0.8981      1.365         11        640:  99%|█████████▊| 512/519 [03:56<00:03,  1.80it/s]
       9/80      0.94G      1.153      1.853     0.8976      1.365         13        640:  99%|█████████▊| 512/519 [03:56<00:03,  1.80it/s]
       9/80      0.94G      1.153      1.853     0.8976      1.365         13        640:  99%|█████████▉| 513/519 [03:56<00:02,  2.19it/s]
       9/80      0.94G      1.153      1.855     0.8975      1.365          9        640:  99%|█████████▉| 513/519 [03:57<00:02,  2.19it/s]
       9/80      0.94G      1.153      1.855     0.8975      1.365          9        640:  99%|█████████▉| 514/519 [03:57<00:02,  1.83it/s]
       9/80      0.94G      1.153      1.854      0.897      1.365          9        640:  99%|█████████▉| 514/519 [03:57<00:02,  1.83it/s]
       9/80      0.94G      1.153      1.854      0.897      1.365          9        640:  99%|█████████▉| 515/519 [03:57<00:01,  2.25it/s]
       9/80      0.94G      1.153      1.853     0.8972      1.364         10        640:  99%|█████████▉| 515/519 [03:58<00:01,  2.25it/s]
       9/80      0.94G      1.153      1.853     0.8972      1.364         10        640:  99%|█████████▉| 516/519 [03:58<00:01,  1.85it/s]
       9/80      0.94G      1.152      1.852     0.8968      1.364          6        640:  99%|█████████▉| 516/519 [03:58<00:01,  1.85it/s]
       9/80      0.94G      1.152      1.852     0.8968      1.364          6        640: 100%|█████████▉| 517/519 [03:58<00:00,  2.37it/s]
       9/80      0.94G      1.153      1.853     0.8972      1.364         12        640: 100%|█████████▉| 517/519 [03:58<00:00,  2.37it/s]
       9/80      0.94G      1.153      1.853     0.8972      1.364         12        640: 100%|█████████▉| 518/519 [03:58<00:00,  3.00it/s]
       9/80      0.94G      1.154      1.855     0.8973      1.365          6        640: 100%|█████████▉| 518/519 [03:58<00:00,  3.00it/s]
       9/80      0.94G      1.154      1.855     0.8973      1.365          6        640: 100%|██████████| 519/519 [03:58<00:00,  2.17it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:40,  6.25s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:55,  2.78s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:06<01:39,  1.61s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:10,  1.16s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:56,  1.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:46,  1.27it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:08<00:42,  1.36it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:38,  1.50it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:09<00:31,  1.75it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:27,  2.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:24,  2.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:10<00:23,  2.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:11<00:24,  2.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:12<00:24,  2.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:26,  1.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:25,  1.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:25,  1.82it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:26,  1.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:26,  1.60it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  2.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:17,  2.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  4.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.58it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:05,  5.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:18<00:04,  6.43it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.60it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:19<00:03,  6.53it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.08it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:20<00:03,  6.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.39it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.62it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  8.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:21<00:01,  8.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:00,  9.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  89%|████████▉ | 58/65 [00:22<00:00,  9.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  92%|█████████▏| 60/65 [00:22<00:00,  9.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:22<00:00,  9.81it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.83it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.08it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.80it/s]
-                   all        519        519      0.928      0.913      0.963      0.677      0.927      0.909       0.96      0.661
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
      10/80      0.94G      1.106      1.909     0.8081      1.348          9        640:   0%|          | 0/519 [00:03<?, ?it/s]
      10/80      0.94G      1.106      1.909     0.8081      1.348          9        640:   0%|          | 1/519 [00:03<29:44,  3.44s/it]
      10/80      0.94G       1.23      1.844      0.856      1.328         12        640:   0%|          | 1/519 [00:03<29:44,  3.44s/it]
      10/80      0.94G       1.23      1.844      0.856      1.328         12        640:   0%|          | 2/519 [00:03<13:24,  1.56s/it]
      10/80      0.94G      1.134      1.705      0.786      1.319          6        640:   0%|          | 2/519 [00:03<13:24,  1.56s/it]
      10/80      0.94G      1.134      1.705      0.786      1.319          6        640:   1%|          | 3/519 [00:03<08:10,  1.05it/s]
      10/80      0.94G      1.109      1.658     0.7839      1.306         10        640:   1%|          | 3/519 [00:04<08:10,  1.05it/s]
      10/80      0.94G      1.109      1.658     0.7839      1.306         10        640:   1%|          | 4/519 [00:04<05:44,  1.50it/s]
      10/80      0.94G      1.125      1.746     0.7727      1.347         11        640:   1%|          | 4/519 [00:05<05:44,  1.50it/s]
      10/80      0.94G      1.125      1.746     0.7727      1.347         11        640:   1%|          | 5/519 [00:05<07:35,  1.13it/s]
      10/80      0.94G      1.109      1.758     0.8074      1.338          9        640:   1%|          | 5/519 [00:05<07:35,  1.13it/s]
      10/80      0.94G      1.109      1.758     0.8074      1.338          9        640:   1%|          | 6/519 [00:05<05:37,  1.52it/s]
      10/80      0.94G      1.161      1.944     0.8715      1.365         12        640:   1%|          | 6/519 [00:05<05:37,  1.52it/s]
      10/80      0.94G      1.161      1.944     0.8715      1.365         12        640:   1%|▏         | 7/519 [00:05<04:27,  1.91it/s]
      10/80      0.94G      1.147      1.872      0.844      1.349          8        640:   1%|▏         | 7/519 [00:06<04:27,  1.91it/s]
      10/80      0.94G      1.147      1.872      0.844      1.349          8        640:   2%|▏         | 8/519 [00:06<03:34,  2.38it/s]
      10/80      0.94G      1.185      1.846     0.8609      1.373          9        640:   2%|▏         | 8/519 [00:07<03:34,  2.38it/s]
      10/80      0.94G      1.185      1.846     0.8609      1.373          9        640:   2%|▏         | 9/519 [00:07<06:22,  1.33it/s]
      10/80      0.94G      1.197      1.834     0.8578       1.37         10        640:   2%|▏         | 9/519 [00:07<06:22,  1.33it/s]
      10/80      0.94G      1.197      1.834     0.8578       1.37         10        640:   2%|▏         | 10/519 [00:07<04:55,  1.72it/s]
      10/80      0.94G      1.207       1.84     0.8553      1.363          9        640:   2%|▏         | 10/519 [00:07<04:55,  1.72it/s]
      10/80      0.94G      1.207       1.84     0.8553      1.363          9        640:   2%|▏         | 11/519 [00:07<03:52,  2.19it/s]
      10/80      0.94G       1.21      1.841     0.8596      1.357          8        640:   2%|▏         | 11/519 [00:08<03:52,  2.19it/s]
      10/80      0.94G       1.21      1.841     0.8596      1.357          8        640:   2%|▏         | 12/519 [00:08<03:12,  2.64it/s]
      10/80      0.94G      1.269      1.884       0.89      1.393          6        640:   2%|▏         | 12/519 [00:08<03:12,  2.64it/s]
      10/80      0.94G      1.269      1.884       0.89      1.393          6        640:   3%|▎         | 13/519 [00:08<04:22,  1.93it/s]
      10/80      0.94G      1.266      1.889     0.9161      1.415         10        640:   3%|▎         | 13/519 [00:09<04:22,  1.93it/s]
      10/80      0.94G      1.266      1.889     0.9161      1.415         10        640:   3%|▎         | 14/519 [00:09<03:52,  2.17it/s]
      10/80      0.94G      1.287      1.896     0.9292      1.425         10        640:   3%|▎         | 14/519 [00:09<03:52,  2.17it/s]
      10/80      0.94G      1.287      1.896     0.9292      1.425         10        640:   3%|▎         | 15/519 [00:09<03:22,  2.49it/s]
      10/80      0.94G      1.285      1.892      0.928      1.417         14        640:   3%|▎         | 15/519 [00:09<03:22,  2.49it/s]
      10/80      0.94G      1.285      1.892      0.928      1.417         14        640:   3%|▎         | 16/519 [00:09<03:02,  2.76it/s]
      10/80      0.94G      1.292      1.865     0.9301      1.413         10        640:   3%|▎         | 16/519 [00:10<03:02,  2.76it/s]
      10/80      0.94G      1.292      1.865     0.9301      1.413         10        640:   3%|▎         | 17/519 [00:10<04:24,  1.90it/s]
      10/80      0.94G       1.28      1.921     0.9367      1.414         11        640:   3%|▎         | 17/519 [00:10<04:24,  1.90it/s]
      10/80      0.94G       1.28      1.921     0.9367      1.414         11        640:   3%|▎         | 18/519 [00:10<03:40,  2.27it/s]
      10/80      0.94G      1.292      1.945     0.9492      1.418         11        640:   3%|▎         | 18/519 [00:11<03:40,  2.27it/s]
      10/80      0.94G      1.292      1.945     0.9492      1.418         11        640:   4%|▎         | 19/519 [00:11<03:09,  2.63it/s]
      10/80      0.94G      1.266      1.921      0.938      1.411          8        640:   4%|▎         | 19/519 [00:11<03:09,  2.63it/s]
      10/80      0.94G      1.266      1.921      0.938      1.411          8        640:   4%|▍         | 20/519 [00:11<02:44,  3.03it/s]
      10/80      0.94G      1.255      1.888     0.9251      1.406         10        640:   4%|▍         | 20/519 [00:12<02:44,  3.03it/s]
      10/80      0.94G      1.255      1.888     0.9251      1.406         10        640:   4%|▍         | 21/519 [00:12<04:51,  1.71it/s]
      10/80      0.94G      1.266       1.92     0.9403      1.409         11        640:   4%|▍         | 21/519 [00:12<04:51,  1.71it/s]
      10/80      0.94G      1.266       1.92     0.9403      1.409         11        640:   4%|▍         | 22/519 [00:12<04:07,  2.01it/s]
      10/80      0.94G      1.255      1.893     0.9323      1.398         10        640:   4%|▍         | 22/519 [00:13<04:07,  2.01it/s]
      10/80      0.94G      1.255      1.893     0.9323      1.398         10        640:   4%|▍         | 23/519 [00:13<03:20,  2.47it/s]
      10/80      0.94G      1.248      1.875     0.9234      1.389         12        640:   4%|▍         | 23/519 [00:13<03:20,  2.47it/s]
      10/80      0.94G      1.248      1.875     0.9234      1.389         12        640:   5%|▍         | 24/519 [00:13<02:53,  2.85it/s]
      10/80      0.94G      1.241      1.863      0.918      1.384         11        640:   5%|▍         | 24/519 [00:14<02:53,  2.85it/s]
      10/80      0.94G      1.241      1.863      0.918      1.384         11        640:   5%|▍         | 25/519 [00:14<04:42,  1.75it/s]
      10/80      0.94G      1.228      1.857       0.91      1.376         10        640:   5%|▍         | 25/519 [00:14<04:42,  1.75it/s]
      10/80      0.94G      1.228      1.857       0.91      1.376         10        640:   5%|▌         | 26/519 [00:14<04:21,  1.88it/s]
      10/80      0.94G       1.24      1.878     0.9286      1.387         10        640:   5%|▌         | 26/519 [00:15<04:21,  1.88it/s]
      10/80      0.94G       1.24      1.878     0.9286      1.387         10        640:   5%|▌         | 27/519 [00:15<03:38,  2.25it/s]
      10/80      0.94G      1.242      1.883     0.9281      1.385          8        640:   5%|▌         | 27/519 [00:15<03:38,  2.25it/s]
      10/80      0.94G      1.242      1.883     0.9281      1.385          8        640:   5%|▌         | 28/519 [00:15<03:05,  2.65it/s]
      10/80      0.94G      1.232      1.872     0.9235      1.379         12        640:   5%|▌         | 28/519 [00:15<03:05,  2.65it/s]
      10/80      0.94G      1.232      1.872     0.9235      1.379         12        640:   6%|▌         | 29/519 [00:15<03:16,  2.49it/s]
      10/80      0.94G      1.217      1.863     0.9185      1.376         10        640:   6%|▌         | 29/519 [00:17<03:16,  2.49it/s]
      10/80      0.94G      1.217      1.863     0.9185      1.376         10        640:   6%|▌         | 30/519 [00:17<05:47,  1.41it/s]
      10/80      0.94G      1.216      1.872     0.9206       1.37          9        640:   6%|▌         | 30/519 [00:17<05:47,  1.41it/s]
      10/80      0.94G      1.216      1.872     0.9206       1.37          9        640:   6%|▌         | 31/519 [00:17<04:35,  1.77it/s]
      10/80      0.94G      1.217      1.885     0.9175      1.371         12        640:   6%|▌         | 31/519 [00:17<04:35,  1.77it/s]
      10/80      0.94G      1.217      1.885     0.9175      1.371         12        640:   6%|▌         | 32/519 [00:17<03:44,  2.17it/s]
      10/80      0.94G      1.206      1.883     0.9066      1.364          8        640:   6%|▌         | 32/519 [00:17<03:44,  2.17it/s]
      10/80      0.94G      1.206      1.883     0.9066      1.364          8        640:   6%|▋         | 33/519 [00:17<03:12,  2.53it/s]
      10/80      0.94G        1.2      1.878      0.902      1.364         10        640:   6%|▋         | 33/519 [00:18<03:12,  2.53it/s]
      10/80      0.94G        1.2      1.878      0.902      1.364         10        640:   7%|▋         | 34/519 [00:18<04:47,  1.69it/s]
      10/80      0.94G      1.208      1.904     0.9087      1.374          8        640:   7%|▋         | 34/519 [00:19<04:47,  1.69it/s]
      10/80      0.94G      1.208      1.904     0.9087      1.374          8        640:   7%|▋         | 35/519 [00:19<03:48,  2.12it/s]
      10/80      0.94G      1.201      1.916     0.9116      1.376          7        640:   7%|▋         | 35/519 [00:19<03:48,  2.12it/s]
      10/80      0.94G      1.201      1.916     0.9116      1.376          7        640:   7%|▋         | 36/519 [00:19<03:10,  2.54it/s]
      10/80      0.94G      1.201      1.911     0.9084      1.371         12        640:   7%|▋         | 36/519 [00:19<03:10,  2.54it/s]
      10/80      0.94G      1.201      1.911     0.9084      1.371         12        640:   7%|▋         | 37/519 [00:19<02:45,  2.91it/s]
      10/80      0.94G      1.208      1.914     0.9134      1.372         10        640:   7%|▋         | 37/519 [00:20<02:45,  2.91it/s]
      10/80      0.94G      1.208      1.914     0.9134      1.372         10        640:   7%|▋         | 38/519 [00:20<05:13,  1.53it/s]
      10/80      0.94G      1.214      1.914     0.9247      1.381          7        640:   7%|▋         | 38/519 [00:21<05:13,  1.53it/s]
      10/80      0.94G      1.214      1.914     0.9247      1.381          7        640:   8%|▊         | 39/519 [00:21<04:06,  1.95it/s]
      10/80      0.94G        1.2      1.904     0.9208      1.374          6        640:   8%|▊         | 39/519 [00:21<04:06,  1.95it/s]
      10/80      0.94G        1.2      1.904     0.9208      1.374          6        640:   8%|▊         | 40/519 [00:21<03:25,  2.33it/s]
      10/80      0.94G      1.194      1.901     0.9155       1.37         13        640:   8%|▊         | 40/519 [00:21<03:25,  2.33it/s]
      10/80      0.94G      1.194      1.901     0.9155       1.37         13        640:   8%|▊         | 41/519 [00:21<03:00,  2.64it/s]
      10/80      0.94G      1.187      1.898     0.9099      1.366          8        640:   8%|▊         | 41/519 [00:22<03:00,  2.64it/s]
      10/80      0.94G      1.187      1.898     0.9099      1.366          8        640:   8%|▊         | 42/519 [00:22<05:10,  1.53it/s]
      10/80      0.94G      1.182      1.893      0.906      1.362         14        640:   8%|▊         | 42/519 [00:23<05:10,  1.53it/s]
      10/80      0.94G      1.182      1.893      0.906      1.362         14        640:   8%|▊         | 43/519 [00:23<03:59,  1.99it/s]
      10/80      0.94G      1.177      1.885     0.8996      1.362          9        640:   8%|▊         | 43/519 [00:23<03:59,  1.99it/s]
      10/80      0.94G      1.177      1.885     0.8996      1.362          9        640:   8%|▊         | 44/519 [00:23<03:29,  2.27it/s]
      10/80      0.94G      1.175      1.878     0.8944       1.36         12        640:   8%|▊         | 44/519 [00:23<03:29,  2.27it/s]
      10/80      0.94G      1.175      1.878     0.8944       1.36         12        640:   9%|▊         | 45/519 [00:23<02:55,  2.71it/s]
      10/80      0.94G      1.176      1.893     0.9056      1.359          6        640:   9%|▊         | 45/519 [00:24<02:55,  2.71it/s]
      10/80      0.94G      1.176      1.893     0.9056      1.359          6        640:   9%|▉         | 46/519 [00:24<05:09,  1.53it/s]
      10/80      0.94G      1.172      1.883     0.9067      1.358         11        640:   9%|▉         | 46/519 [00:25<05:09,  1.53it/s]
      10/80      0.94G      1.172      1.883     0.9067      1.358         11        640:   9%|▉         | 47/519 [00:25<04:00,  1.96it/s]
      10/80      0.94G      1.164      1.874     0.9018      1.353         13        640:   9%|▉         | 47/519 [00:25<04:00,  1.96it/s]
      10/80      0.94G      1.164      1.874     0.9018      1.353         13        640:   9%|▉         | 48/519 [00:25<03:12,  2.44it/s]
      10/80      0.94G      1.158      1.857     0.8955      1.347          8        640:   9%|▉         | 48/519 [00:25<03:12,  2.44it/s]
      10/80      0.94G      1.158      1.857     0.8955      1.347          8        640:   9%|▉         | 49/519 [00:25<02:53,  2.71it/s]
      10/80      0.94G      1.159      1.868     0.8948      1.353          8        640:   9%|▉         | 49/519 [00:26<02:53,  2.71it/s]
      10/80      0.94G      1.159      1.868     0.8948      1.353          8        640:  10%|▉         | 50/519 [00:26<03:36,  2.17it/s]
      10/80      0.94G      1.162      1.864     0.8961      1.353         11        640:  10%|▉         | 50/519 [00:26<03:36,  2.17it/s]
      10/80      0.94G      1.162      1.864     0.8961      1.353         11        640:  10%|▉         | 51/519 [00:26<03:13,  2.42it/s]
      10/80      0.94G      1.159      1.861     0.8962      1.353          6        640:  10%|▉         | 51/519 [00:26<03:13,  2.42it/s]
      10/80      0.94G      1.159      1.861     0.8962      1.353          6        640:  10%|█         | 52/519 [00:26<02:36,  2.98it/s]
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      10/80      0.94G      1.144      1.844     0.8766      1.361         14        640:  95%|█████████▌| 495/519 [03:46<00:10,  2.38it/s]
      10/80      0.94G      1.144      1.844     0.8764      1.361         13        640:  95%|█████████▌| 495/519 [03:46<00:10,  2.38it/s]
      10/80      0.94G      1.144      1.844     0.8764      1.361         13        640:  96%|█████████▌| 496/519 [03:46<00:08,  2.75it/s]
      10/80      0.94G      1.144      1.843     0.8761       1.36          8        640:  96%|█████████▌| 496/519 [03:47<00:08,  2.75it/s]
      10/80      0.94G      1.144      1.843     0.8761       1.36          8        640:  96%|█████████▌| 497/519 [03:47<00:11,  1.84it/s]
      10/80      0.94G      1.143      1.842     0.8754       1.36         11        640:  96%|█████████▌| 497/519 [03:48<00:11,  1.84it/s]
      10/80      0.94G      1.143      1.842     0.8754       1.36         11        640:  96%|█████████▌| 498/519 [03:48<00:12,  1.70it/s]
      10/80      0.94G      1.143      1.843     0.8751       1.36         13        640:  96%|█████████▌| 498/519 [03:48<00:12,  1.70it/s]
      10/80      0.94G      1.143      1.843     0.8751       1.36         13        640:  96%|█████████▌| 499/519 [03:48<00:09,  2.10it/s]
      10/80      0.94G      1.143      1.843     0.8747       1.36          5        640:  96%|█████████▌| 499/519 [03:49<00:09,  2.10it/s]
      10/80      0.94G      1.143      1.843     0.8747       1.36          5        640:  96%|█████████▋| 500/519 [03:49<00:07,  2.44it/s]
      10/80      0.94G      1.143      1.843     0.8745       1.36         11        640:  96%|█████████▋| 500/519 [03:49<00:07,  2.44it/s]
      10/80      0.94G      1.143      1.843     0.8745       1.36         11        640:  97%|█████████▋| 501/519 [03:49<00:07,  2.37it/s]
      10/80      0.94G      1.143      1.844     0.8749       1.36          9        640:  97%|█████████▋| 501/519 [03:50<00:07,  2.37it/s]
      10/80      0.94G      1.143      1.844     0.8749       1.36          9        640:  97%|█████████▋| 502/519 [03:50<00:08,  1.94it/s]
      10/80      0.94G      1.143      1.844     0.8752       1.36         11        640:  97%|█████████▋| 502/519 [03:50<00:08,  1.94it/s]
      10/80      0.94G      1.143      1.844     0.8752       1.36         11        640:  97%|█████████▋| 503/519 [03:50<00:06,  2.33it/s]
      10/80      0.94G      1.144      1.844     0.8749       1.36         12        640:  97%|█████████▋| 503/519 [03:50<00:06,  2.33it/s]
      10/80      0.94G      1.144      1.844     0.8749       1.36         12        640:  97%|█████████▋| 504/519 [03:50<00:05,  2.65it/s]
      10/80      0.94G      1.143      1.844     0.8746       1.36          7        640:  97%|█████████▋| 504/519 [03:51<00:05,  2.65it/s]
      10/80      0.94G      1.143      1.844     0.8746       1.36          7        640:  97%|█████████▋| 505/519 [03:51<00:05,  2.52it/s]
      10/80      0.94G      1.143      1.843     0.8743      1.359          8        640:  97%|█████████▋| 505/519 [03:51<00:05,  2.52it/s]
      10/80      0.94G      1.143      1.843     0.8743      1.359          8        640:  97%|█████████▋| 506/519 [03:51<00:05,  2.29it/s]
      10/80      0.94G      1.143      1.843     0.8742       1.36          9        640:  97%|█████████▋| 506/519 [03:51<00:05,  2.29it/s]
      10/80      0.94G      1.143      1.843     0.8742       1.36          9        640:  98%|█████████▊| 507/519 [03:51<00:04,  2.73it/s]
      10/80      0.94G      1.144      1.843      0.876      1.361         10        640:  98%|█████████▊| 507/519 [03:52<00:04,  2.73it/s]
      10/80      0.94G      1.144      1.843      0.876      1.361         10        640:  98%|█████████▊| 508/519 [03:52<00:03,  3.09it/s]
      10/80      0.94G      1.144      1.842     0.8755       1.36          8        640:  98%|█████████▊| 508/519 [03:53<00:03,  3.09it/s]
      10/80      0.94G      1.144      1.842     0.8755       1.36          8        640:  98%|█████████▊| 509/519 [03:53<00:05,  1.84it/s]
      10/80      0.94G      1.143      1.842     0.8752       1.36         11        640:  98%|█████████▊| 509/519 [03:53<00:05,  1.84it/s]
      10/80      0.94G      1.143      1.842     0.8752       1.36         11        640:  98%|█████████▊| 510/519 [03:53<00:04,  2.13it/s]
      10/80      0.94G      1.143      1.841      0.875       1.36         10        640:  98%|█████████▊| 510/519 [03:53<00:04,  2.13it/s]
      10/80      0.94G      1.143      1.841      0.875       1.36         10        640:  98%|█████████▊| 511/519 [03:53<00:03,  2.49it/s]
      10/80      0.94G      1.143      1.841     0.8749       1.36         11        640:  98%|█████████▊| 511/519 [03:53<00:03,  2.49it/s]
      10/80      0.94G      1.143      1.841     0.8749       1.36         11        640:  99%|█████████▊| 512/519 [03:53<00:02,  3.01it/s]
      10/80      0.94G      1.143       1.84     0.8746      1.359          8        640:  99%|█████████▊| 512/519 [03:54<00:02,  3.01it/s]
      10/80      0.94G      1.143       1.84     0.8746      1.359          8        640:  99%|█████████▉| 513/519 [03:54<00:02,  2.17it/s]
      10/80      0.94G      1.143      1.839     0.8742      1.359         10        640:  99%|█████████▉| 513/519 [03:54<00:02,  2.17it/s]
      10/80      0.94G      1.143      1.839     0.8742      1.359         10        640:  99%|█████████▉| 514/519 [03:54<00:02,  2.45it/s]
      10/80      0.94G      1.143      1.839     0.8752       1.36          7        640:  99%|█████████▉| 514/519 [03:55<00:02,  2.45it/s]
      10/80      0.94G      1.143      1.839     0.8752       1.36          7        640:  99%|█████████▉| 515/519 [03:55<00:01,  2.83it/s]
      10/80      0.94G      1.143      1.838     0.8745      1.359         12        640:  99%|█████████▉| 515/519 [03:55<00:01,  2.83it/s]
      10/80      0.94G      1.143      1.838     0.8745      1.359         12        640:  99%|█████████▉| 516/519 [03:55<00:00,  3.34it/s]
      10/80      0.94G      1.144      1.838     0.8748       1.36          6        640:  99%|█████████▉| 516/519 [03:55<00:00,  3.34it/s]
      10/80      0.94G      1.144      1.838     0.8748       1.36          6        640: 100%|█████████▉| 517/519 [03:55<00:00,  3.24it/s]
      10/80      0.94G      1.145      1.839      0.875       1.36          7        640: 100%|█████████▉| 517/519 [03:55<00:00,  3.24it/s]
      10/80      0.94G      1.145      1.839      0.875       1.36          7        640: 100%|█████████▉| 518/519 [03:55<00:00,  3.43it/s]
      10/80      0.94G      1.144      1.839      0.875       1.36          5        640: 100%|█████████▉| 518/519 [03:56<00:00,  3.43it/s]
      10/80      0.94G      1.144      1.839      0.875       1.36          5        640: 100%|██████████| 519/519 [03:56<00:00,  2.20it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:46,  6.36s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<03:01,  2.88s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:47,  1.73s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:51,  1.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:45,  1.31it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:08<00:44,  1.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:40,  1.42it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:09<00:34,  1.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:29,  1.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:26,  2.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:25,  2.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:25,  2.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:25,  2.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:24,  2.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:24,  1.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:26,  1.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:25,  1.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:24,  1.88it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:26,  1.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:27,  1.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:25,  1.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:21,  1.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:18,  2.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:04,  6.44it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.82it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:04,  6.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.08it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:03,  6.31it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.08it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  6.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.48it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.41it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  8.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:22<00:01,  8.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  8.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.59it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.78it/s]
-                   all        519        519      0.963      0.919      0.978      0.674      0.945      0.932      0.974      0.664
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
      11/80      0.94G      1.591      3.118      1.054      1.519          8        640:   0%|          | 0/519 [00:02<?, ?it/s]
      11/80      0.94G      1.591      3.118      1.054      1.519          8        640:   0%|          | 1/519 [00:02<25:49,  2.99s/it]
      11/80      0.94G      1.281      2.447     0.8704      1.365         15        640:   0%|          | 1/519 [00:03<25:49,  2.99s/it]
      11/80      0.94G      1.281      2.447     0.8704      1.365         15        640:   0%|          | 2/519 [00:03<11:41,  1.36s/it]
      11/80      0.94G      1.328       2.19     0.8972      1.371         12        640:   0%|          | 2/519 [00:03<11:41,  1.36s/it]
      11/80      0.94G      1.328       2.19     0.8972      1.371         12        640:   1%|          | 3/519 [00:03<07:21,  1.17it/s]
      11/80      0.94G      1.226          2     0.8247      1.313          8        640:   1%|          | 3/519 [00:03<07:21,  1.17it/s]
      11/80      0.94G      1.226          2     0.8247      1.313          8        640:   1%|          | 4/519 [00:03<05:11,  1.66it/s]
      11/80      0.94G      1.209      1.969     0.8439      1.335         14        640:   1%|          | 4/519 [00:05<05:11,  1.66it/s]
      11/80      0.94G      1.209      1.969     0.8439      1.335         14        640:   1%|          | 5/519 [00:05<07:47,  1.10it/s]
      11/80      0.94G      1.131      1.845     0.8205      1.305          9        640:   1%|          | 5/519 [00:05<07:47,  1.10it/s]
      11/80      0.94G      1.131      1.845     0.8205      1.305          9        640:   1%|          | 6/519 [00:05<05:45,  1.48it/s]
      11/80      0.94G      1.126      1.907     0.8365      1.305         11        640:   1%|          | 6/519 [00:05<05:45,  1.48it/s]
      11/80      0.94G      1.126      1.907     0.8365      1.305         11        640:   1%|▏         | 7/519 [00:05<04:50,  1.76it/s]
      11/80      0.94G      1.146      1.931     0.8628      1.317         10        640:   1%|▏         | 7/519 [00:05<04:50,  1.76it/s]
      11/80      0.94G      1.146      1.931     0.8628      1.317         10        640:   2%|▏         | 8/519 [00:05<03:59,  2.13it/s]
      11/80      0.94G      1.124      1.861     0.8414      1.299         11        640:   2%|▏         | 8/519 [00:07<03:59,  2.13it/s]
      11/80      0.94G      1.124      1.861     0.8414      1.299         11        640:   2%|▏         | 9/519 [00:07<06:40,  1.27it/s]
      11/80      0.94G      1.148      1.911     0.8598      1.335          8        640:   2%|▏         | 9/519 [00:07<06:40,  1.27it/s]
      11/80      0.94G      1.148      1.911     0.8598      1.335          8        640:   2%|▏         | 10/519 [00:07<05:10,  1.64it/s]
      11/80      0.94G      1.147      1.861       0.86      1.341         13        640:   2%|▏         | 10/519 [00:07<05:10,  1.64it/s]
      11/80      0.94G      1.147      1.861       0.86      1.341         13        640:   2%|▏         | 11/519 [00:07<04:07,  2.05it/s]
      11/80      0.94G      1.191      1.951     0.8825      1.367          8        640:   2%|▏         | 11/519 [00:08<04:07,  2.05it/s]
      11/80      0.94G      1.191      1.951     0.8825      1.367          8        640:   2%|▏         | 12/519 [00:08<03:27,  2.44it/s]
      11/80      0.94G      1.195      1.949      0.875      1.356         16        640:   2%|▏         | 12/519 [00:08<03:27,  2.44it/s]
      11/80      0.94G      1.195      1.949      0.875      1.356         16        640:   3%|▎         | 13/519 [00:08<04:30,  1.87it/s]
      11/80      0.94G       1.19      1.934     0.8828      1.351         12        640:   3%|▎         | 13/519 [00:09<04:30,  1.87it/s]
      11/80      0.94G       1.19      1.934     0.8828      1.351         12        640:   3%|▎         | 14/519 [00:09<03:45,  2.24it/s]
      11/80      0.94G      1.191      1.969     0.9159      1.357          9        640:   3%|▎         | 14/519 [00:09<03:45,  2.24it/s]
      11/80      0.94G      1.191      1.969     0.9159      1.357          9        640:   3%|▎         | 15/519 [00:09<03:17,  2.55it/s]
      11/80      0.94G      1.172       1.93     0.8948      1.345          6        640:   3%|▎         | 15/519 [00:09<03:17,  2.55it/s]
      11/80      0.94G      1.172       1.93     0.8948      1.345          6        640:   3%|▎         | 16/519 [00:09<02:51,  2.93it/s]
      11/80      0.94G      1.164      1.918     0.8868      1.339         13        640:   3%|▎         | 16/519 [00:11<02:51,  2.93it/s]
      11/80      0.94G      1.164      1.918     0.8868      1.339         13        640:   3%|▎         | 17/519 [00:11<05:49,  1.44it/s]
      11/80      0.94G      1.154      1.904     0.8674      1.333         12        640:   3%|▎         | 17/519 [00:11<05:49,  1.44it/s]
      11/80      0.94G      1.154      1.904     0.8674      1.333         12        640:   3%|▎         | 18/519 [00:11<04:40,  1.79it/s]
      11/80      0.94G      1.158      1.902      0.865      1.337         12        640:   3%|▎         | 18/519 [00:11<04:40,  1.79it/s]
      11/80      0.94G      1.158      1.902      0.865      1.337         12        640:   4%|▎         | 19/519 [00:11<03:50,  2.17it/s]
      11/80      0.94G      1.146      1.891     0.8514      1.336          8        640:   4%|▎         | 19/519 [00:11<03:50,  2.17it/s]
      11/80      0.94G      1.146      1.891     0.8514      1.336          8        640:   4%|▍         | 20/519 [00:11<03:15,  2.55it/s]
      11/80      0.94G       1.15      1.889     0.8484      1.334         10        640:   4%|▍         | 20/519 [00:13<03:15,  2.55it/s]
      11/80      0.94G       1.15      1.889     0.8484      1.334         10        640:   4%|▍         | 21/519 [00:13<05:41,  1.46it/s]
      11/80      0.94G      1.141       1.87     0.8433      1.322         12        640:   4%|▍         | 21/519 [00:13<05:41,  1.46it/s]
      11/80      0.94G      1.141       1.87     0.8433      1.322         12        640:   4%|▍         | 22/519 [00:13<04:26,  1.86it/s]
      11/80      0.94G      1.138      1.858     0.8578      1.323         10        640:   4%|▍         | 22/519 [00:13<04:26,  1.86it/s]
      11/80      0.94G      1.138      1.858     0.8578      1.323         10        640:   4%|▍         | 23/519 [00:13<03:53,  2.12it/s]
      11/80      0.94G      1.138      1.846     0.8571      1.321         10        640:   4%|▍         | 23/519 [00:14<03:53,  2.12it/s]
      11/80      0.94G      1.138      1.846     0.8571      1.321         10        640:   5%|▍         | 24/519 [00:14<03:20,  2.47it/s]
      11/80      0.94G      1.131      1.828     0.8483      1.319         12        640:   5%|▍         | 24/519 [00:14<03:20,  2.47it/s]
      11/80      0.94G      1.131      1.828     0.8483      1.319         12        640:   5%|▍         | 25/519 [00:14<04:00,  2.05it/s]
      11/80      0.94G      1.131      1.826     0.8564      1.316         13        640:   5%|▍         | 25/519 [00:14<04:00,  2.05it/s]
      11/80      0.94G      1.131      1.826     0.8564      1.316         13        640:   5%|▌         | 26/519 [00:14<03:16,  2.50it/s]
      11/80      0.94G      1.133      1.824     0.8565      1.315         13        640:   5%|▌         | 26/519 [00:15<03:16,  2.50it/s]
      11/80      0.94G      1.133      1.824     0.8565      1.315         13        640:   5%|▌         | 27/519 [00:15<02:55,  2.81it/s]
      11/80      0.94G      1.128      1.812     0.8514      1.316          6        640:   5%|▌         | 27/519 [00:15<02:55,  2.81it/s]
      11/80      0.94G      1.128      1.812     0.8514      1.316          6        640:   5%|▌         | 28/519 [00:15<02:35,  3.15it/s]
      11/80      0.94G      1.126      1.792     0.8449      1.314          9        640:   5%|▌         | 28/519 [00:16<02:35,  3.15it/s]
      11/80      0.94G      1.126      1.792     0.8449      1.314          9        640:   6%|▌         | 29/519 [00:16<04:54,  1.67it/s]
      11/80      0.94G      1.122      1.792      0.838      1.309         12        640:   6%|▌         | 29/519 [00:16<04:54,  1.67it/s]
      11/80      0.94G      1.122      1.792      0.838      1.309         12        640:   6%|▌         | 30/519 [00:16<03:56,  2.07it/s]
      11/80      0.94G      1.122      1.798     0.8373      1.309         10        640:   6%|▌         | 30/519 [00:17<03:56,  2.07it/s]
      11/80      0.94G      1.122      1.798     0.8373      1.309         10        640:   6%|▌         | 31/519 [00:17<03:18,  2.46it/s]
      11/80      0.94G      1.117      1.795     0.8326      1.304         11        640:   6%|▌         | 31/519 [00:17<03:18,  2.46it/s]
      11/80      0.94G      1.117      1.795     0.8326      1.304         11        640:   6%|▌         | 32/519 [00:17<02:47,  2.91it/s]
      11/80      0.94G      1.111      1.796     0.8269      1.302          8        640:   6%|▌         | 32/519 [00:17<02:47,  2.91it/s]
      11/80      0.94G      1.111      1.796     0.8269      1.302          8        640:   6%|▋         | 33/519 [00:17<03:09,  2.56it/s]
      11/80      0.94G       1.11      1.789     0.8328      1.301         14        640:   6%|▋         | 33/519 [00:17<03:09,  2.56it/s]
      11/80      0.94G       1.11      1.789     0.8328      1.301         14        640:   7%|▋         | 34/519 [00:17<02:45,  2.93it/s]
      11/80      0.94G      1.107      1.793     0.8321        1.3         12        640:   7%|▋         | 34/519 [00:18<02:45,  2.93it/s]
      11/80      0.94G      1.107      1.793     0.8321        1.3         12        640:   7%|▋         | 35/519 [00:18<02:31,  3.20it/s]
      11/80      0.94G      1.119      1.807     0.8372       1.31         10        640:   7%|▋         | 35/519 [00:18<02:31,  3.20it/s]
      11/80      0.94G      1.119      1.807     0.8372       1.31         10        640:   7%|▋         | 36/519 [00:18<02:41,  2.99it/s]
      11/80      0.94G      1.117      1.805     0.8477      1.314         10        640:   7%|▋         | 36/519 [00:19<02:41,  2.99it/s]
      11/80      0.94G      1.117      1.805     0.8477      1.314         10        640:   7%|▋         | 37/519 [00:19<03:11,  2.51it/s]
      11/80      0.94G      1.117       1.81     0.8508      1.316          6        640:   7%|▋         | 37/519 [00:19<03:11,  2.51it/s]
      11/80      0.94G      1.117       1.81     0.8508      1.316          6        640:   7%|▋         | 38/519 [00:19<02:54,  2.76it/s]
      11/80      0.94G      1.118      1.832     0.8577       1.32         10        640:   7%|▋         | 38/519 [00:19<02:54,  2.76it/s]
      11/80      0.94G      1.118      1.832     0.8577       1.32         10        640:   8%|▊         | 39/519 [00:19<02:41,  2.97it/s]
      11/80      0.94G      1.128      1.849     0.8698      1.322         11        640:   8%|▊         | 39/519 [00:20<02:41,  2.97it/s]
      11/80      0.94G      1.128      1.849     0.8698      1.322         11        640:   8%|▊         | 40/519 [00:20<04:05,  1.95it/s]
      11/80      0.94G      1.126      1.848      0.868       1.32         11        640:   8%|▊         | 40/519 [00:20<04:05,  1.95it/s]
      11/80      0.94G      1.126      1.848      0.868       1.32         11        640:   8%|▊         | 41/519 [00:20<03:24,  2.34it/s]
      11/80      0.94G      1.148      1.894     0.8919      1.336          8        640:   8%|▊         | 41/519 [00:21<03:24,  2.34it/s]
      11/80      0.94G      1.148      1.894     0.8919      1.336          8        640:   8%|▊         | 42/519 [00:21<04:02,  1.97it/s]
      11/80      0.94G      1.146      1.896      0.888      1.335         12        640:   8%|▊         | 42/519 [00:21<04:02,  1.97it/s]
      11/80      0.94G      1.146      1.896      0.888      1.335         12        640:   8%|▊         | 43/519 [00:21<03:17,  2.41it/s]
      11/80      0.94G      1.152      1.903      0.889      1.342          7        640:   8%|▊         | 43/519 [00:22<03:17,  2.41it/s]
      11/80      0.94G      1.152      1.903      0.889      1.342          7        640:   8%|▊         | 44/519 [00:22<05:06,  1.55it/s]
      11/80      0.94G      1.155      1.895      0.888      1.346         11        640:   8%|▊         | 44/519 [00:23<05:06,  1.55it/s]
      11/80      0.94G      1.155      1.895      0.888      1.346         11        640:   9%|▊         | 45/519 [00:23<04:14,  1.86it/s]
      11/80      0.94G      1.154       1.88     0.8819      1.347          7        640:   9%|▊         | 45/519 [00:23<04:14,  1.86it/s]
      11/80      0.94G      1.154       1.88     0.8819      1.347          7        640:   9%|▉         | 46/519 [00:23<03:23,  2.32it/s]
      11/80      0.94G      1.146      1.871     0.8778      1.342         13        640:   9%|▉         | 46/519 [00:23<03:23,  2.32it/s]
      11/80      0.94G      1.146      1.871     0.8778      1.342         13        640:   9%|▉         | 47/519 [00:23<02:57,  2.66it/s]
      11/80      0.94G      1.148      1.858     0.8812      1.348          6        640:   9%|▉         | 47/519 [00:24<02:57,  2.66it/s]
      11/80      0.94G      1.148      1.858     0.8812      1.348          6        640:   9%|▉         | 48/519 [00:24<04:33,  1.72it/s]
      11/80      0.94G      1.152      1.867      0.879       1.35         11        640:   9%|▉         | 48/519 [00:24<04:33,  1.72it/s]
      11/80      0.94G      1.152      1.867      0.879       1.35         11        640:   9%|▉         | 49/519 [00:24<03:45,  2.09it/s]
      11/80      0.94G      1.147      1.869     0.8761      1.348          7        640:   9%|▉         | 49/519 [00:25<03:45,  2.09it/s]
      11/80      0.94G      1.147      1.869     0.8761      1.348          7        640:  10%|▉         | 50/519 [00:25<03:13,  2.43it/s]
      11/80      0.94G      1.139      1.868     0.8735      1.347          8        640:  10%|▉         | 50/519 [00:25<03:13,  2.43it/s]
      11/80      0.94G      1.139      1.868     0.8735      1.347          8        640:  10%|▉         | 51/519 [00:25<02:48,  2.78it/s]
      11/80      0.94G      1.142      1.878     0.8735      1.344         14        640:  10%|▉         | 51/519 [00:26<02:48,  2.78it/s]
      11/80      0.94G      1.142      1.878     0.8735      1.344         14        640:  10%|█         | 52/519 [00:26<04:20,  1.79it/s]
      11/80      0.94G      1.141      1.887     0.8748      1.347         10        640:  10%|█         | 52/519 [00:26<04:20,  1.79it/s]
      11/80      0.94G      1.141      1.887     0.8748      1.347         10        640:  10%|█         | 53/519 [00:26<03:31,  2.20it/s]
      11/80      0.94G       1.14      1.888     0.8687      1.345         11        640:  10%|█         | 53/519 [00:26<03:31,  2.20it/s]
      11/80      0.94G       1.14      1.888     0.8687      1.345         11        640:  10%|█         | 54/519 [00:26<03:01,  2.56it/s]
      11/80      0.94G      1.141      1.887     0.8694      1.347         13        640:  10%|█         | 54/519 [00:27<03:01,  2.56it/s]
      11/80      0.94G      1.141      1.887     0.8694      1.347         13        640:  11%|█         | 55/519 [00:27<02:56,  2.63it/s]
      11/80      0.94G       1.14      1.892     0.8726      1.349          8        640:  11%|█         | 55/519 [00:28<02:56,  2.63it/s]
      11/80      0.94G       1.14      1.892     0.8726      1.349          8        640:  11%|█         | 56/519 [00:28<04:50,  1.59it/s]
      11/80      0.94G      1.141      1.888     0.8769      1.355          6        640:  11%|█         | 56/519 [00:28<04:50,  1.59it/s]
      11/80      0.94G      1.141      1.888     0.8769      1.355          6        640:  11%|█         | 57/519 [00:28<03:59,  1.93it/s]
      11/80      0.94G      1.143      1.888     0.8747      1.354         10        640:  11%|█         | 57/519 [00:28<03:59,  1.93it/s]
      11/80      0.94G      1.143      1.888     0.8747      1.354         10        640:  11%|█         | 58/519 [00:28<03:12,  2.40it/s]
      11/80      0.94G      1.152      1.897     0.8816      1.361          9        640:  11%|█         | 58/519 [00:29<03:12,  2.40it/s]
      11/80      0.94G      1.152      1.897     0.8816      1.361          9        640:  11%|█▏        | 59/519 [00:29<02:49,  2.71it/s]
      11/80      0.94G      1.157      1.899     0.8862      1.365          8        640:  11%|█▏        | 59/519 [00:30<02:49,  2.71it/s]
      11/80      0.94G      1.157      1.899     0.8862      1.365          8        640:  12%|█▏        | 60/519 [00:30<05:27,  1.40it/s]
      11/80      0.94G      1.155      1.893     0.8813      1.361         13        640:  12%|█▏        | 60/519 [00:30<05:27,  1.40it/s]
      11/80      0.94G      1.155      1.893     0.8813      1.361         13        640:  12%|█▏        | 61/519 [00:30<04:15,  1.79it/s]
      11/80      0.94G      1.151      1.889      0.878      1.359         10        640:  12%|█▏        | 61/519 [00:31<04:15,  1.79it/s]
      11/80      0.94G      1.151      1.889      0.878      1.359         10        640:  12%|█▏        | 62/519 [00:31<04:40,  1.63it/s]
      11/80      0.94G      1.152      1.883      0.877      1.359         12        640:  12%|█▏        | 62/519 [00:31<04:40,  1.63it/s]
      11/80      0.94G      1.152      1.883      0.877      1.359         12        640:  12%|█▏        | 63/519 [00:31<03:45,  2.02it/s]
      11/80      0.94G      1.152      1.881     0.8765      1.362          9        640:  12%|█▏        | 63/519 [00:32<03:45,  2.02it/s]
      11/80      0.94G      1.152      1.881     0.8765      1.362          9        640:  12%|█▏        | 64/519 [00:32<03:22,  2.25it/s]
      11/80      0.94G      1.153       1.88     0.8779      1.361          8        640:  12%|█▏        | 64/519 [00:32<03:22,  2.25it/s]
      11/80      0.94G      1.153       1.88     0.8779      1.361          8        640:  13%|█▎        | 65/519 [00:32<02:56,  2.57it/s]
      11/80      0.94G       1.15      1.883     0.8788       1.36          7        640:  13%|█▎        | 65/519 [00:32<02:56,  2.57it/s]
      11/80      0.94G       1.15      1.883     0.8788       1.36          7        640:  13%|█▎        | 66/519 [00:32<02:58,  2.54it/s]
      11/80      0.94G      1.147      1.874     0.8732      1.358         11        640:  13%|█▎        | 66/519 [00:33<02:58,  2.54it/s]
      11/80      0.94G      1.147      1.874     0.8732      1.358         11        640:  13%|█▎        | 67/519 [00:33<02:35,  2.91it/s]
      11/80      0.94G      1.145      1.867     0.8688      1.355         10        640:  13%|█▎        | 67/519 [00:33<02:35,  2.91it/s]
      11/80      0.94G      1.145      1.867     0.8688      1.355         10        640:  13%|█▎        | 68/519 [00:33<02:22,  3.17it/s]
      11/80      0.94G      1.149      1.868     0.8701      1.358         12        640:  13%|█▎        | 68/519 [00:33<02:22,  3.17it/s]
      11/80      0.94G      1.149      1.868     0.8701      1.358         12        640:  13%|█▎        | 69/519 [00:33<02:17,  3.27it/s]
      11/80      0.94G      1.149      1.866     0.8744      1.361          7        640:  13%|█▎        | 69/519 [00:34<02:17,  3.27it/s]
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      11/80      0.94G      1.133       1.86     0.8624      1.326          8        640:  75%|███████▌  | 390/519 [03:02<00:37,  3.45it/s]
      11/80      0.94G      1.132      1.859     0.8621      1.326         15        640:  75%|███████▌  | 390/519 [03:02<00:37,  3.45it/s]
      11/80      0.94G      1.132      1.859     0.8621      1.326         15        640:  75%|███████▌  | 391/519 [03:02<00:53,  2.40it/s]
      11/80      0.94G      1.132      1.859     0.8624      1.326         12        640:  75%|███████▌  | 391/519 [03:03<00:53,  2.40it/s]
      11/80      0.94G      1.132      1.859     0.8624      1.326         12        640:  76%|███████▌  | 392/519 [03:03<00:47,  2.70it/s]
      11/80      0.94G      1.132      1.858     0.8621      1.326          5        640:  76%|███████▌  | 392/519 [03:03<00:47,  2.70it/s]
      11/80      0.94G      1.132      1.858     0.8621      1.326          5        640:  76%|███████▌  | 393/519 [03:03<00:40,  3.08it/s]
      11/80      0.94G      1.131      1.859     0.8618      1.326          7        640:  76%|███████▌  | 393/519 [03:03<00:40,  3.08it/s]
      11/80      0.94G      1.131      1.859     0.8618      1.326          7        640:  76%|███████▌  | 394/519 [03:03<00:38,  3.25it/s]
      11/80      0.94G      1.131      1.858     0.8616      1.325         12        640:  76%|███████▌  | 394/519 [03:04<00:38,  3.25it/s]
      11/80      0.94G      1.131      1.858     0.8616      1.325         12        640:  76%|███████▌  | 395/519 [03:04<01:01,  2.02it/s]
      11/80      0.94G      1.131      1.858     0.8612      1.325         10        640:  76%|███████▌  | 395/519 [03:04<01:01,  2.02it/s]
      11/80      0.94G      1.131      1.858     0.8612      1.325         10        640:  76%|███████▋  | 396/519 [03:04<00:56,  2.17it/s]
      11/80      0.94G      1.131      1.858     0.8611      1.325         13        640:  76%|███████▋  | 396/519 [03:05<00:56,  2.17it/s]
      11/80      0.94G      1.131      1.858     0.8611      1.325         13        640:  76%|███████▋  | 397/519 [03:05<00:47,  2.55it/s]
      11/80      0.94G       1.13      1.857     0.8605      1.324         10        640:  76%|███████▋  | 397/519 [03:05<00:47,  2.55it/s]
      11/80      0.94G       1.13      1.857     0.8605      1.324         10        640:  77%|███████▋  | 398/519 [03:05<00:41,  2.92it/s]
      11/80      0.94G       1.13      1.857     0.8605      1.324          9        640:  77%|███████▋  | 398/519 [03:06<00:41,  2.92it/s]
      11/80      0.94G       1.13      1.857     0.8605      1.324          9        640:  77%|███████▋  | 399/519 [03:06<01:13,  1.64it/s]
      11/80      0.94G      1.129      1.856     0.8601      1.324          7        640:  77%|███████▋  | 399/519 [03:06<01:13,  1.64it/s]
      11/80      0.94G      1.129      1.856     0.8601      1.324          7        640:  77%|███████▋  | 400/519 [03:06<00:58,  2.03it/s]
      11/80      0.94G      1.129      1.854     0.8595      1.324         12        640:  77%|███████▋  | 400/519 [03:07<00:58,  2.03it/s]
      11/80      0.94G      1.129      1.854     0.8595      1.324         12        640:  77%|███████▋  | 401/519 [03:07<00:50,  2.34it/s]
      11/80      0.94G      1.129      1.854     0.8594      1.324         11        640:  77%|███████▋  | 401/519 [03:07<00:50,  2.34it/s]
      11/80      0.94G      1.129      1.854     0.8594      1.324         11        640:  77%|███████▋  | 402/519 [03:07<00:41,  2.79it/s]
      11/80      0.94G      1.129      1.854     0.8589      1.324         12        640:  77%|███████▋  | 402/519 [03:08<00:41,  2.79it/s]
      11/80      0.94G      1.129      1.854     0.8589      1.324         12        640:  78%|███████▊  | 403/519 [03:08<01:11,  1.61it/s]
      11/80      0.94G       1.13      1.855     0.8593      1.324         11        640:  78%|███████▊  | 403/519 [03:08<01:11,  1.61it/s]
      11/80      0.94G       1.13      1.855     0.8593      1.324         11        640:  78%|███████▊  | 404/519 [03:08<00:58,  1.98it/s]
      11/80      0.94G      1.129      1.853     0.8589      1.324         13        640:  78%|███████▊  | 404/519 [03:08<00:58,  1.98it/s]
      11/80      0.94G      1.129      1.853     0.8589      1.324         13        640:  78%|███████▊  | 405/519 [03:08<00:48,  2.37it/s]
      11/80      0.94G      1.129      1.854      0.859      1.324         12        640:  78%|███████▊  | 405/519 [03:09<00:48,  2.37it/s]
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      11/80      0.94G      1.129      1.853     0.8585      1.323          9        640:  78%|███████▊  | 407/519 [03:10<01:01,  1.82it/s]
      11/80      0.94G      1.129      1.853     0.8585      1.323          9        640:  79%|███████▊  | 408/519 [03:10<00:59,  1.87it/s]
      11/80      0.94G      1.129      1.853     0.8581      1.324         12        640:  79%|███████▊  | 408/519 [03:10<00:59,  1.87it/s]
      11/80      0.94G      1.129      1.853     0.8581      1.324         12        640:  79%|███████▉  | 409/519 [03:10<00:48,  2.27it/s]
      11/80      0.94G      1.128      1.853     0.8576      1.324          7        640:  79%|███████▉  | 409/519 [03:11<00:48,  2.27it/s]
      11/80      0.94G      1.128      1.853     0.8576      1.324          7        640:  79%|███████▉  | 410/519 [03:11<00:40,  2.71it/s]
      11/80      0.94G      1.128      1.852     0.8572      1.324          8        640:  79%|███████▉  | 410/519 [03:11<00:40,  2.71it/s]
      11/80      0.94G      1.128      1.852     0.8572      1.324          8        640:  79%|███████▉  | 411/519 [03:11<00:49,  2.17it/s]
      11/80      0.94G      1.127      1.852     0.8567      1.323         12        640:  79%|███████▉  | 411/519 [03:12<00:49,  2.17it/s]
      11/80      0.94G      1.127      1.852     0.8567      1.323         12        640:  79%|███████▉  | 412/519 [03:12<00:55,  1.94it/s]
      11/80      0.94G      1.128      1.851     0.8572      1.323          8        640:  79%|███████▉  | 412/519 [03:12<00:55,  1.94it/s]
      11/80      0.94G      1.128      1.851     0.8572      1.323          8        640:  80%|███████▉  | 413/519 [03:12<00:43,  2.42it/s]
      11/80      0.94G      1.127       1.85     0.8572      1.323          7        640:  80%|███████▉  | 413/519 [03:12<00:43,  2.42it/s]
      11/80      0.94G      1.127       1.85     0.8572      1.323          7        640:  80%|███████▉  | 414/519 [03:12<00:37,  2.80it/s]
      11/80      0.94G      1.127       1.85     0.8567      1.322          9        640:  80%|███████▉  | 414/519 [03:13<00:37,  2.80it/s]
      11/80      0.94G      1.127       1.85     0.8567      1.322          9        640:  80%|███████▉  | 415/519 [03:13<00:36,  2.84it/s]
      11/80      0.94G      1.126       1.85     0.8564      1.322         12        640:  80%|███████▉  | 415/519 [03:14<00:36,  2.84it/s]
      11/80      0.94G      1.126       1.85     0.8564      1.322         12        640:  80%|████████  | 416/519 [03:14<00:54,  1.89it/s]
      11/80      0.94G      1.126      1.849     0.8558      1.322         10        640:  80%|████████  | 416/519 [03:14<00:54,  1.89it/s]
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      11/80      0.94G      1.126      1.851     0.8561      1.322          7        640:  81%|████████  | 418/519 [03:15<00:37,  2.70it/s]
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      11/80      0.94G      1.124      1.849      0.855      1.321         11        640:  81%|████████  | 421/519 [03:16<00:48,  2.02it/s]
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      11/80      0.94G      1.124      1.849     0.8557      1.322         11        640:  82%|████████▏ | 423/519 [03:16<00:37,  2.55it/s]
      11/80      0.94G      1.125      1.849     0.8553      1.322          8        640:  82%|████████▏ | 423/519 [03:18<00:37,  2.55it/s]
      11/80      0.94G      1.125      1.849     0.8553      1.322          8        640:  82%|████████▏ | 424/519 [03:18<01:00,  1.56it/s]
      11/80      0.94G      1.125       1.85     0.8553      1.322         13        640:  82%|████████▏ | 424/519 [03:18<01:00,  1.56it/s]
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      11/80      0.94G      1.125      1.848     0.8547      1.322         10        640:  82%|████████▏ | 427/519 [03:18<00:36,  2.53it/s]
      11/80      0.94G      1.124      1.847     0.8543      1.321         12        640:  82%|████████▏ | 427/519 [03:20<00:36,  2.53it/s]
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      11/80      0.94G      1.124      1.848      0.855      1.321          9        640:  83%|████████▎ | 429/519 [03:20<00:50,  1.79it/s]
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      11/80      0.94G      1.124      1.847     0.8553      1.322         11        640:  83%|████████▎ | 432/519 [03:22<01:00,  1.45it/s]
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      11/80      0.94G      1.124      1.848     0.8566      1.322          6        640:  84%|████████▍ | 437/519 [03:24<00:37,  2.19it/s]
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      11/80      0.94G      1.123      1.845     0.8541       1.32         12        640:  87%|████████▋ | 451/519 [03:29<00:22,  3.04it/s]
      11/80      0.94G      1.123      1.844     0.8535       1.32          9        640:  87%|████████▋ | 451/519 [03:30<00:22,  3.04it/s]
      11/80      0.94G      1.123      1.844     0.8535       1.32          9        640:  87%|████████▋ | 452/519 [03:30<00:19,  3.43it/s]
      11/80      0.94G      1.123      1.843     0.8532       1.32         15        640:  87%|████████▋ | 452/519 [03:30<00:19,  3.43it/s]
      11/80      0.94G      1.123      1.843     0.8532       1.32         15        640:  87%|████████▋ | 453/519 [03:30<00:20,  3.23it/s]
      11/80      0.94G      1.124      1.846      0.855       1.32          7        640:  87%|████████▋ | 453/519 [03:30<00:20,  3.23it/s]
      11/80      0.94G      1.124      1.846      0.855       1.32          7        640:  87%|████████▋ | 454/519 [03:30<00:19,  3.37it/s]
      11/80      0.94G      1.124      1.845     0.8549       1.32         11        640:  87%|████████▋ | 454/519 [03:31<00:19,  3.37it/s]
      11/80      0.94G      1.124      1.845     0.8549       1.32         11        640:  88%|████████▊ | 455/519 [03:31<00:19,  3.32it/s]
      11/80      0.94G      1.124      1.846     0.8552       1.32         12        640:  88%|████████▊ | 455/519 [03:31<00:19,  3.32it/s]
      11/80      0.94G      1.124      1.846     0.8552       1.32         12        640:  88%|████████▊ | 456/519 [03:31<00:23,  2.64it/s]
      11/80      0.94G      1.123      1.844     0.8545       1.32          9        640:  88%|████████▊ | 456/519 [03:32<00:23,  2.64it/s]
      11/80      0.94G      1.123      1.844     0.8545       1.32          9        640:  88%|████████▊ | 457/519 [03:32<00:27,  2.30it/s]
      11/80      0.94G      1.123      1.844     0.8543      1.319         10        640:  88%|████████▊ | 457/519 [03:32<00:27,  2.30it/s]
      11/80      0.94G      1.123      1.844     0.8543      1.319         10        640:  88%|████████▊ | 458/519 [03:32<00:22,  2.67it/s]
      11/80      0.94G      1.123      1.843     0.8539      1.319         13        640:  88%|████████▊ | 458/519 [03:32<00:22,  2.67it/s]
      11/80      0.94G      1.123      1.843     0.8539      1.319         13        640:  88%|████████▊ | 459/519 [03:32<00:19,  3.08it/s]
      11/80      0.94G      1.122      1.844     0.8537      1.319         10        640:  88%|████████▊ | 459/519 [03:32<00:19,  3.08it/s]
      11/80      0.94G      1.122      1.844     0.8537      1.319         10        640:  89%|████████▊ | 460/519 [03:32<00:18,  3.28it/s]
      11/80      0.94G      1.123      1.845     0.8539      1.319         15        640:  89%|████████▊ | 460/519 [03:34<00:18,  3.28it/s]
      11/80      0.94G      1.123      1.845     0.8539      1.319         15        640:  89%|████████▉ | 461/519 [03:34<00:45,  1.27it/s]
      11/80      0.94G      1.122      1.843     0.8531      1.319          6        640:  89%|████████▉ | 461/519 [03:34<00:45,  1.27it/s]
      11/80      0.94G      1.122      1.843     0.8531      1.319          6        640:  89%|████████▉ | 462/519 [03:34<00:33,  1.71it/s]
      11/80      0.94G      1.122      1.843     0.8524      1.319          7        640:  89%|████████▉ | 462/519 [03:34<00:33,  1.71it/s]
      11/80      0.94G      1.121      1.842     0.8525      1.319          6        640:  89%|████████▉ | 462/519 [03:35<00:33,  1.71it/s]
      11/80      0.94G      1.121      1.842     0.8525      1.319          6        640:  89%|████████▉ | 464/519 [03:35<00:19,  2.89it/s]
      11/80      0.94G      1.121      1.841     0.8527      1.319         11        640:  89%|████████▉ | 464/519 [03:37<00:19,  2.89it/s]
      11/80      0.94G      1.121      1.841     0.8527      1.319         11        640:  90%|████████▉ | 465/519 [03:37<00:40,  1.34it/s]
      11/80      0.94G      1.121      1.841     0.8524       1.32         12        640:  90%|████████▉ | 465/519 [03:37<00:40,  1.34it/s]
      11/80      0.94G      1.121      1.841     0.8524       1.32         12        640:  90%|████████▉ | 466/519 [03:37<00:32,  1.65it/s]
      11/80      0.94G      1.121      1.842     0.8526      1.319         11        640:  90%|████████▉ | 466/519 [03:37<00:32,  1.65it/s]
      11/80      0.94G      1.121      1.842     0.8526      1.319         11        640:  90%|████████▉ | 467/519 [03:37<00:26,  1.94it/s]
      11/80      0.94G      1.122      1.841     0.8532       1.32          9        640:  90%|████████▉ | 467/519 [03:37<00:26,  1.94it/s]
      11/80      0.94G      1.122      1.841     0.8532       1.32          9        640:  90%|█████████ | 468/519 [03:37<00:21,  2.35it/s]
      11/80      0.94G      1.122       1.84     0.8529      1.319          7        640:  90%|█████████ | 468/519 [03:38<00:21,  2.35it/s]
      11/80      0.94G      1.122       1.84     0.8529      1.319          7        640:  90%|█████████ | 469/519 [03:38<00:24,  2.02it/s]
      11/80      0.94G      1.121      1.838     0.8522      1.319          9        640:  90%|█████████ | 469/519 [03:38<00:24,  2.02it/s]
      11/80      0.94G      1.121      1.838     0.8522      1.319          9        640:  91%|█████████ | 470/519 [03:38<00:21,  2.31it/s]
      11/80      0.94G      1.122      1.838     0.8522      1.319          7        640:  91%|█████████ | 470/519 [03:38<00:21,  2.31it/s]
      11/80      0.94G      1.122      1.838     0.8522      1.319          7        640:  91%|█████████ | 471/519 [03:38<00:19,  2.52it/s]
      11/80      0.94G      1.122      1.837     0.8518      1.319         11        640:  91%|█████████ | 471/519 [03:39<00:19,  2.52it/s]
      11/80      0.94G      1.122      1.837     0.8518      1.319         11        640:  91%|█████████ | 472/519 [03:39<00:16,  2.80it/s]
      11/80      0.94G      1.121      1.837     0.8513      1.319         11        640:  91%|█████████ | 472/519 [03:39<00:16,  2.80it/s]
      11/80      0.94G      1.121      1.837     0.8513      1.319         11        640:  91%|█████████ | 473/519 [03:39<00:21,  2.12it/s]
      11/80      0.94G      1.121      1.837     0.8511      1.319          7        640:  91%|█████████ | 473/519 [03:40<00:21,  2.12it/s]
      11/80      0.94G      1.121      1.837     0.8511      1.319          7        640:  91%|█████████▏| 474/519 [03:40<00:17,  2.58it/s]
      11/80      0.94G      1.121      1.837     0.8513      1.319          7        640:  91%|█████████▏| 474/519 [03:40<00:17,  2.58it/s]
      11/80      0.94G      1.121      1.837     0.8513      1.319          7        640:  92%|█████████▏| 475/519 [03:40<00:17,  2.54it/s]
      11/80      0.94G      1.121      1.838     0.8513      1.319          9        640:  92%|█████████▏| 475/519 [03:40<00:17,  2.54it/s]
      11/80      0.94G      1.121      1.838     0.8513      1.319          9        640:  92%|█████████▏| 476/519 [03:40<00:15,  2.83it/s]
      11/80      0.94G      1.121      1.837     0.8507      1.319         12        640:  92%|█████████▏| 476/519 [03:41<00:15,  2.83it/s]
      11/80      0.94G      1.121      1.837     0.8507      1.319         12        640:  92%|█████████▏| 477/519 [03:41<00:18,  2.22it/s]
      11/80      0.94G      1.121      1.837     0.8509      1.319          8        640:  92%|█████████▏| 477/519 [03:41<00:18,  2.22it/s]
      11/80      0.94G      1.121      1.837     0.8509      1.319          8        640:  92%|█████████▏| 478/519 [03:41<00:15,  2.62it/s]
      11/80      0.94G       1.12      1.835     0.8505      1.318         10        640:  92%|█████████▏| 478/519 [03:42<00:15,  2.62it/s]
      11/80      0.94G       1.12      1.835     0.8505      1.318         10        640:  92%|█████████▏| 479/519 [03:42<00:18,  2.14it/s]
      11/80      0.94G      1.121      1.836     0.8508      1.319          8        640:  92%|█████████▏| 479/519 [03:42<00:18,  2.14it/s]
      11/80      0.94G      1.121      1.836     0.8508      1.319          8        640:  92%|█████████▏| 480/519 [03:42<00:15,  2.55it/s]
      11/80      0.94G       1.12      1.836     0.8502      1.318         13        640:  92%|█████████▏| 480/519 [03:42<00:15,  2.55it/s]
      11/80      0.94G       1.12      1.836     0.8502      1.318         13        640:  93%|█████████▎| 481/519 [03:42<00:13,  2.84it/s]
      11/80      0.94G       1.12      1.836     0.8501      1.319          9        640:  93%|█████████▎| 481/519 [03:43<00:13,  2.84it/s]
      11/80      0.94G       1.12      1.836     0.8501      1.319          9        640:  93%|█████████▎| 482/519 [03:43<00:11,  3.16it/s]
      11/80      0.94G       1.12      1.836     0.8499      1.319          8        640:  93%|█████████▎| 482/519 [03:44<00:11,  3.16it/s]
      11/80      0.94G       1.12      1.836     0.8499      1.319          8        640:  93%|█████████▎| 483/519 [03:44<00:24,  1.48it/s]
      11/80      0.94G       1.12      1.836     0.8495      1.319         10        640:  93%|█████████▎| 483/519 [03:44<00:24,  1.48it/s]
      11/80      0.94G       1.12      1.836     0.8495      1.319         10        640:  93%|█████████▎| 484/519 [03:44<00:19,  1.81it/s]
      11/80      0.94G      1.121      1.836     0.8498      1.319          9        640:  93%|█████████▎| 484/519 [03:45<00:19,  1.81it/s]
      11/80      0.94G      1.121      1.836     0.8498      1.319          9        640:  93%|█████████▎| 485/519 [03:45<00:21,  1.59it/s]
      11/80      0.94G      1.121      1.837     0.8495       1.32          9        640:  93%|█████████▎| 485/519 [03:45<00:21,  1.59it/s]
      11/80      0.94G      1.121      1.837     0.8495       1.32          9        640:  94%|█████████▎| 486/519 [03:45<00:17,  1.94it/s]
      11/80      0.94G      1.121      1.836       0.85       1.32         13        640:  94%|█████████▎| 486/519 [03:46<00:17,  1.94it/s]
      11/80      0.94G      1.121      1.836       0.85       1.32         13        640:  94%|█████████▍| 487/519 [03:46<00:21,  1.50it/s]
      11/80      0.94G      1.121      1.837     0.8498       1.32          8        640:  94%|█████████▍| 487/519 [03:47<00:21,  1.50it/s]
      11/80      0.94G      1.121      1.837     0.8498       1.32          8        640:  94%|█████████▍| 488/519 [03:47<00:16,  1.87it/s]
      11/80      0.94G       1.12      1.837     0.8493      1.319          8        640:  94%|█████████▍| 488/519 [03:47<00:16,  1.87it/s]
      11/80      0.94G       1.12      1.837     0.8493      1.319          8        640:  94%|█████████▍| 489/519 [03:47<00:14,  2.00it/s]
      11/80      0.94G       1.12      1.836     0.8488      1.319          8        640:  94%|█████████▍| 489/519 [03:47<00:14,  2.00it/s]
      11/80      0.94G       1.12      1.836     0.8488      1.319          8        640:  94%|█████████▍| 490/519 [03:47<00:11,  2.43it/s]
      11/80      0.94G       1.12      1.835     0.8482      1.319          8        640:  94%|█████████▍| 490/519 [03:48<00:11,  2.43it/s]
      11/80      0.94G       1.12      1.835     0.8482      1.319          8        640:  95%|█████████▍| 491/519 [03:48<00:15,  1.77it/s]
      11/80      0.94G       1.12      1.836     0.8487       1.32          8        640:  95%|█████████▍| 491/519 [03:48<00:15,  1.77it/s]
      11/80      0.94G       1.12      1.836     0.8487       1.32          8        640:  95%|█████████▍| 492/519 [03:48<00:12,  2.12it/s]
      11/80      0.94G       1.12      1.835     0.8481      1.319         13        640:  95%|█████████▍| 492/519 [03:49<00:12,  2.12it/s]
      11/80      0.94G       1.12      1.835     0.8481      1.319         13        640:  95%|█████████▍| 493/519 [03:49<00:12,  2.05it/s]
      11/80      0.94G       1.12      1.834     0.8481      1.319         13        640:  95%|█████████▍| 493/519 [03:49<00:12,  2.05it/s]
      11/80      0.94G       1.12      1.834     0.8481      1.319         13        640:  95%|█████████▌| 494/519 [03:49<00:10,  2.36it/s]
      11/80      0.94G      1.121      1.835     0.8489      1.319         11        640:  95%|█████████▌| 494/519 [03:50<00:10,  2.36it/s]
      11/80      0.94G      1.121      1.835     0.8489      1.319         11        640:  95%|█████████▌| 495/519 [03:50<00:12,  1.92it/s]
      11/80      0.94G      1.121      1.835     0.8487      1.319         10        640:  95%|█████████▌| 495/519 [03:50<00:12,  1.92it/s]
      11/80      0.94G      1.121      1.835     0.8487      1.319         10        640:  96%|█████████▌| 496/519 [03:50<00:09,  2.32it/s]
      11/80      0.94G      1.122      1.836     0.8492       1.32         10        640:  96%|█████████▌| 496/519 [03:51<00:09,  2.32it/s]
      11/80      0.94G      1.122      1.836     0.8492       1.32         10        640:  96%|█████████▌| 497/519 [03:51<00:13,  1.65it/s]
      11/80      0.94G      1.122      1.837     0.8493       1.32         13        640:  96%|█████████▌| 497/519 [03:51<00:13,  1.65it/s]
      11/80      0.94G      1.122      1.837     0.8493       1.32         13        640:  96%|█████████▌| 498/519 [03:51<00:10,  2.00it/s]
      11/80      0.94G      1.123      1.837     0.8494       1.32          9        640:  96%|█████████▌| 498/519 [03:52<00:10,  2.00it/s]
      11/80      0.94G      1.123      1.837     0.8494       1.32          9        640:  96%|█████████▌| 499/519 [03:52<00:08,  2.34it/s]
      11/80      0.94G      1.122      1.837      0.849       1.32         10        640:  96%|█████████▌| 499/519 [03:52<00:08,  2.34it/s]
      11/80      0.94G      1.122      1.837      0.849       1.32         10        640:  96%|█████████▋| 500/519 [03:52<00:06,  2.73it/s]
      11/80      0.94G      1.122      1.837     0.8499      1.321          9        640:  96%|█████████▋| 500/519 [03:53<00:06,  2.73it/s]
      11/80      0.94G      1.122      1.837     0.8499      1.321          9        640:  97%|█████████▋| 501/519 [03:53<00:12,  1.43it/s]
      11/80      0.94G      1.122      1.837     0.8497       1.32         10        640:  97%|█████████▋| 501/519 [03:54<00:12,  1.43it/s]
      11/80      0.94G      1.122      1.837     0.8497       1.32         10        640:  97%|█████████▋| 502/519 [03:54<00:09,  1.75it/s]
      11/80      0.94G      1.123      1.838     0.8503      1.321         10        640:  97%|█████████▋| 502/519 [03:54<00:09,  1.75it/s]
      11/80      0.94G      1.123      1.838     0.8503      1.321         10        640:  97%|█████████▋| 503/519 [03:54<00:07,  2.04it/s]
      11/80      0.94G      1.123      1.839     0.8502      1.321          9        640:  97%|█████████▋| 503/519 [03:54<00:07,  2.04it/s]
      11/80      0.94G      1.123      1.839     0.8502      1.321          9        640:  97%|█████████▋| 504/519 [03:54<00:06,  2.47it/s]
      11/80      0.94G      1.122      1.838     0.8497      1.321         13        640:  97%|█████████▋| 504/519 [03:55<00:06,  2.47it/s]
      11/80      0.94G      1.122      1.838     0.8497      1.321         13        640:  97%|█████████▋| 505/519 [03:55<00:07,  1.92it/s]
      11/80      0.94G      1.122      1.838     0.8495      1.321         12        640:  97%|█████████▋| 505/519 [03:55<00:07,  1.92it/s]
      11/80      0.94G      1.122      1.838     0.8495      1.321         12        640:  97%|█████████▋| 506/519 [03:55<00:05,  2.23it/s]
      11/80      0.94G      1.122      1.838     0.8494      1.321         10        640:  97%|█████████▋| 506/519 [03:55<00:05,  2.23it/s]
      11/80      0.94G      1.122      1.838     0.8494      1.321         10        640:  98%|█████████▊| 507/519 [03:55<00:04,  2.70it/s]
      11/80      0.94G      1.123      1.839     0.8504      1.322          9        640:  98%|█████████▊| 507/519 [03:56<00:04,  2.70it/s]
      11/80      0.94G      1.123      1.839     0.8504      1.322          9        640:  98%|█████████▊| 508/519 [03:56<00:03,  3.03it/s]
      11/80      0.94G      1.123      1.838     0.8501      1.321         14        640:  98%|█████████▊| 508/519 [03:57<00:03,  3.03it/s]
      11/80      0.94G      1.123      1.838     0.8501      1.321         14        640:  98%|█████████▊| 509/519 [03:57<00:05,  1.67it/s]
      11/80      0.94G      1.123      1.838     0.8502      1.321         10        640:  98%|█████████▊| 509/519 [03:57<00:05,  1.67it/s]
      11/80      0.94G      1.123      1.838     0.8502      1.321         10        640:  98%|█████████▊| 510/519 [03:57<00:04,  2.00it/s]
      11/80      0.94G      1.123      1.838     0.8504      1.322          8        640:  98%|█████████▊| 510/519 [03:57<00:04,  2.00it/s]
      11/80      0.94G      1.123      1.838     0.8504      1.322          8        640:  98%|█████████▊| 511/519 [03:57<00:03,  2.44it/s]
      11/80      0.94G      1.123      1.839     0.8508      1.323          8        640:  98%|█████████▊| 511/519 [03:58<00:03,  2.44it/s]
      11/80      0.94G      1.123      1.839     0.8508      1.323          8        640:  99%|█████████▊| 512/519 [03:58<00:02,  2.70it/s]
      11/80      0.94G      1.123      1.838     0.8506      1.323         11        640:  99%|█████████▊| 512/519 [03:59<00:02,  2.70it/s]
      11/80      0.94G      1.123      1.838     0.8506      1.323         11        640:  99%|█████████▉| 513/519 [03:59<00:03,  1.92it/s]
      11/80      0.94G      1.123      1.838     0.8502      1.322         10        640:  99%|█████████▉| 513/519 [03:59<00:03,  1.92it/s]
      11/80      0.94G      1.123      1.838     0.8502      1.322         10        640:  99%|█████████▉| 514/519 [03:59<00:02,  2.36it/s]
      11/80      0.94G      1.123      1.838     0.8498      1.322         15        640:  99%|█████████▉| 514/519 [03:59<00:02,  2.36it/s]
      11/80      0.94G      1.123      1.838     0.8498      1.322         15        640:  99%|█████████▉| 515/519 [03:59<00:01,  2.82it/s]
      11/80      0.94G      1.123      1.837     0.8495      1.322         10        640:  99%|█████████▉| 515/519 [03:59<00:01,  2.82it/s]
      11/80      0.94G      1.123      1.837     0.8495      1.322         10        640:  99%|█████████▉| 516/519 [03:59<00:00,  3.25it/s]
      11/80      0.94G      1.123      1.836      0.849      1.322          9        640:  99%|█████████▉| 516/519 [03:59<00:00,  3.25it/s]
      11/80      0.94G      1.123      1.836      0.849      1.322          9        640: 100%|█████████▉| 517/519 [03:59<00:00,  3.15it/s]
      11/80      0.94G      1.123      1.836      0.849      1.322         11        640: 100%|█████████▉| 517/519 [04:00<00:00,  3.15it/s]
      11/80      0.94G      1.124      1.836     0.8492      1.323          6        640: 100%|█████████▉| 517/519 [04:00<00:00,  3.15it/s]
      11/80      0.94G      1.124      1.836     0.8492      1.323          6        640: 100%|██████████| 519/519 [04:00<00:00,  4.84it/s]
      11/80      0.94G      1.124      1.836     0.8492      1.323          6        640: 100%|██████████| 519/519 [04:00<00:00,  2.16it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:38,  6.23s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:58,  2.83s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:45,  1.70s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:13,  1.20s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<01:00,  1.01s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:49,  1.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:42,  1.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:36,  1.55it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:32,  1.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:26,  2.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:24,  2.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:21,  2.46it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:11<00:13,  3.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:11<00:19,  2.62it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:12<00:22,  2.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:24,  1.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:13<00:24,  1.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:24,  1.87it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:25,  1.75it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:15<00:26,  1.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:28,  1.49it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:26,  1.56it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:23,  1.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:19,  2.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:15,  2.51it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:12,  3.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:08,  4.40it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.48it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  5.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:18<00:05,  6.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  7.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:19<00:03,  6.58it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.46it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:20<00:02,  6.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.58it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.82it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  8.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  82%|████████▏ | 53/65 [00:21<00:01,  7.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  8.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.51it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.87it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.80it/s]
-                   all        519        519      0.925      0.933      0.974      0.662      0.923       0.94      0.969      0.649
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
      12/80      0.94G     0.9664      2.139     0.9105      1.205         14        640:   0%|          | 0/519 [00:03<?, ?it/s]
      12/80      0.94G     0.9664      2.139     0.9105      1.205         14        640:   0%|          | 1/519 [00:03<26:03,  3.02s/it]
      12/80      0.94G      1.147      1.954      1.111      1.275         11        640:   0%|          | 1/519 [00:03<26:03,  3.02s/it]
      12/80      0.94G      1.147      1.954      1.111      1.275         11        640:   0%|          | 2/519 [00:03<11:58,  1.39s/it]
      12/80      0.94G      1.077      1.854     0.9898      1.271          8        640:   0%|          | 2/519 [00:03<11:58,  1.39s/it]
      12/80      0.94G      1.077      1.854     0.9898      1.271          8        640:   1%|          | 3/519 [00:03<07:27,  1.15it/s]
      12/80      0.94G      1.012      1.746     0.8987      1.246         12        640:   1%|          | 3/519 [00:03<07:27,  1.15it/s]
      12/80      0.94G      1.012      1.746     0.8987      1.246         12        640:   1%|          | 4/519 [00:03<05:13,  1.64it/s]
      12/80      0.94G      1.105      1.791     0.9588      1.316         12        640:   1%|          | 4/519 [00:04<05:13,  1.64it/s]
      12/80      0.94G      1.105      1.791     0.9588      1.316         12        640:   1%|          | 5/519 [00:04<07:13,  1.19it/s]
      12/80      0.94G      1.099      1.838     0.9039      1.307         12        640:   1%|          | 5/519 [00:05<07:13,  1.19it/s]
      12/80      0.94G      1.099      1.838     0.9039      1.307         12        640:   1%|          | 6/519 [00:05<05:29,  1.56it/s]
      12/80      0.94G      1.086      1.784     0.8527      1.296          7        640:   1%|          | 6/519 [00:05<05:29,  1.56it/s]
      12/80      0.94G      1.086      1.784     0.8527      1.296          7        640:   1%|▏         | 7/519 [00:05<04:16,  2.00it/s]
      12/80      0.94G      1.097      2.122     0.8627      1.304          5        640:   1%|▏         | 7/519 [00:05<04:16,  2.00it/s]
      12/80      0.94G      1.097      2.122     0.8627      1.304          5        640:   2%|▏         | 8/519 [00:05<03:36,  2.36it/s]
      12/80      0.94G        1.1      2.145     0.8548      1.304         13        640:   2%|▏         | 8/519 [00:06<03:36,  2.36it/s]
      12/80      0.94G        1.1      2.145     0.8548      1.304         13        640:   2%|▏         | 9/519 [00:06<04:23,  1.94it/s]
      12/80      0.94G      1.072      2.117      0.842      1.294          9        640:   2%|▏         | 9/519 [00:06<04:23,  1.94it/s]
      12/80      0.94G      1.072      2.117      0.842      1.294          9        640:   2%|▏         | 10/519 [00:06<03:40,  2.31it/s]
      12/80      0.94G      1.101      2.148     0.8687      1.303          7        640:   2%|▏         | 10/519 [00:06<03:40,  2.31it/s]
      12/80      0.94G      1.101      2.148     0.8687      1.303          7        640:   2%|▏         | 11/519 [00:06<03:09,  2.68it/s]
      12/80      0.94G      1.095      2.099     0.8491      1.293         15        640:   2%|▏         | 11/519 [00:07<03:09,  2.68it/s]
      12/80      0.94G      1.095      2.099     0.8491      1.293         15        640:   2%|▏         | 12/519 [00:07<02:50,  2.97it/s]
      12/80      0.94G      1.095      2.061     0.8297      1.297         13        640:   2%|▏         | 12/519 [00:07<02:50,  2.97it/s]
      12/80      0.94G      1.095      2.061     0.8297      1.297         13        640:   3%|▎         | 13/519 [00:07<04:02,  2.08it/s]
      12/80      0.94G       1.09      2.032     0.8177      1.292         10        640:   3%|▎         | 13/519 [00:08<04:02,  2.08it/s]
      12/80      0.94G       1.09      2.032     0.8177      1.292         10        640:   3%|▎         | 14/519 [00:08<03:58,  2.12it/s]
      12/80      0.94G       1.12       2.06     0.8362      1.357          6        640:   3%|▎         | 14/519 [00:08<03:58,  2.12it/s]
      12/80      0.94G       1.12       2.06     0.8362      1.357          6        640:   3%|▎         | 15/519 [00:08<03:16,  2.57it/s]
      12/80      0.94G      1.105      2.016     0.8178      1.334          8        640:   3%|▎         | 15/519 [00:08<03:16,  2.57it/s]
      12/80      0.94G      1.105      2.016     0.8178      1.334          8        640:   3%|▎         | 16/519 [00:08<03:07,  2.68it/s]
      12/80      0.94G      1.118      1.997     0.8217      1.333          9        640:   3%|▎         | 16/519 [00:09<03:07,  2.68it/s]
      12/80      0.94G      1.118      1.997     0.8217      1.333          9        640:   3%|▎         | 17/519 [00:09<04:06,  2.04it/s]
      12/80      0.94G       1.11      1.968     0.8257       1.33          7        640:   3%|▎         | 17/519 [00:11<04:06,  2.04it/s]
      12/80      0.94G       1.11      1.968     0.8257       1.33          7        640:   3%|▎         | 18/519 [00:11<06:34,  1.27it/s]
      12/80      0.94G      1.101      1.978     0.8248      1.322         13        640:   3%|▎         | 18/519 [00:11<06:34,  1.27it/s]
      12/80      0.94G      1.101      1.978     0.8248      1.322         13        640:   4%|▎         | 19/519 [00:11<05:14,  1.59it/s]
      12/80      0.94G        1.1      1.945     0.8146      1.318          9        640:   4%|▎         | 19/519 [00:11<05:14,  1.59it/s]
      12/80      0.94G        1.1      1.945     0.8146      1.318          9        640:   4%|▍         | 20/519 [00:11<04:16,  1.94it/s]
      12/80      0.94G      1.095      1.976     0.8199      1.316         12        640:   4%|▍         | 20/519 [00:11<04:16,  1.94it/s]
      12/80      0.94G      1.095      1.976     0.8199      1.316         12        640:   4%|▍         | 21/519 [00:11<03:39,  2.27it/s]
      12/80      0.94G      1.072      1.933     0.8044      1.301          9        640:   4%|▍         | 21/519 [00:13<03:39,  2.27it/s]
      12/80      0.94G      1.072      1.933     0.8044      1.301          9        640:   4%|▍         | 22/519 [00:13<05:52,  1.41it/s]
      12/80      0.94G      1.086      1.949     0.8151      1.314          7        640:   4%|▍         | 22/519 [00:13<05:52,  1.41it/s]
      12/80      0.94G      1.086      1.949     0.8151      1.314          7        640:   4%|▍         | 23/519 [00:13<04:47,  1.73it/s]
      12/80      0.94G      1.083      1.948      0.809      1.309         11        640:   4%|▍         | 23/519 [00:13<04:47,  1.73it/s]
      12/80      0.94G      1.083      1.948      0.809      1.309         11        640:   5%|▍         | 24/519 [00:13<03:52,  2.13it/s]
      12/80      0.94G        1.1      1.971     0.8179       1.32         11        640:   5%|▍         | 24/519 [00:14<03:52,  2.13it/s]
      12/80      0.94G        1.1      1.971     0.8179       1.32         11        640:   5%|▍         | 25/519 [00:14<03:21,  2.46it/s]
      12/80      0.94G      1.117      1.964     0.8408      1.323          6        640:   5%|▍         | 25/519 [00:15<03:21,  2.46it/s]
      12/80      0.94G      1.117      1.964     0.8408      1.323          6        640:   5%|▌         | 26/519 [00:15<05:29,  1.50it/s]
      12/80      0.94G       1.12      1.954     0.8318      1.319         10        640:   5%|▌         | 26/519 [00:15<05:29,  1.50it/s]
      12/80      0.94G      1.111       1.95     0.8426      1.316         10        640:   5%|▌         | 26/519 [00:15<05:29,  1.50it/s]
      12/80      0.94G      1.111       1.95     0.8426      1.316         10        640:   5%|▌         | 28/519 [00:15<03:34,  2.29it/s]
      12/80      0.94G       1.11      1.944      0.838       1.31         15        640:   5%|▌         | 28/519 [00:15<03:34,  2.29it/s]
      12/80      0.94G       1.11      1.944      0.838       1.31         15        640:   6%|▌         | 29/519 [00:15<03:07,  2.62it/s]
      12/80      0.94G      1.114      1.959     0.8418      1.316         11        640:   6%|▌         | 29/519 [00:16<03:07,  2.62it/s]
      12/80      0.94G      1.114      1.959     0.8418      1.316         11        640:   6%|▌         | 30/519 [00:16<04:38,  1.76it/s]
      12/80      0.94G      1.121      1.962     0.8434      1.314         13        640:   6%|▌         | 30/519 [00:17<04:38,  1.76it/s]
      12/80      0.94G      1.121      1.962     0.8434      1.314         13        640:   6%|▌         | 31/519 [00:17<03:52,  2.10it/s]
      12/80      0.94G      1.127      1.951     0.8456      1.324          8        640:   6%|▌         | 31/519 [00:17<03:52,  2.10it/s]
      12/80      0.94G      1.127      1.951     0.8456      1.324          8        640:   6%|▌         | 32/519 [00:17<03:24,  2.38it/s]
      12/80      0.94G      1.132      1.961     0.8485      1.325         10        640:   6%|▌         | 32/519 [00:17<03:24,  2.38it/s]
      12/80      0.94G      1.132      1.961     0.8485      1.325         10        640:   6%|▋         | 33/519 [00:17<03:11,  2.54it/s]
      12/80      0.94G      1.134      1.961     0.8516      1.327         10        640:   6%|▋         | 33/519 [00:18<03:11,  2.54it/s]
      12/80      0.94G      1.134      1.961     0.8516      1.327         10        640:   7%|▋         | 34/519 [00:18<04:58,  1.62it/s]
      12/80      0.94G      1.143      1.967     0.8559      1.335          9        640:   7%|▋         | 34/519 [00:19<04:58,  1.62it/s]
      12/80      0.94G      1.143      1.967     0.8559      1.335          9        640:   7%|▋         | 35/519 [00:19<04:01,  2.01it/s]
      12/80      0.94G      1.138      1.967     0.8545      1.332          9        640:   7%|▋         | 35/519 [00:19<04:01,  2.01it/s]
      12/80      0.94G      1.138      1.967     0.8545      1.332          9        640:   7%|▋         | 36/519 [00:19<03:15,  2.47it/s]
      12/80      0.94G      1.135      1.956     0.8497      1.328         13        640:   7%|▋         | 36/519 [00:19<03:15,  2.47it/s]
      12/80      0.94G      1.135      1.956     0.8497      1.328         13        640:   7%|▋         | 37/519 [00:19<02:49,  2.84it/s]
      12/80      0.94G      1.135       1.95     0.8438      1.333          9        640:   7%|▋         | 37/519 [00:20<02:49,  2.84it/s]
      12/80      0.94G      1.135       1.95     0.8438      1.333          9        640:   7%|▋         | 38/519 [00:20<04:14,  1.89it/s]
      12/80      0.94G      1.138      1.939     0.8407      1.333         10        640:   7%|▋         | 38/519 [00:20<04:14,  1.89it/s]
      12/80      0.94G      1.138      1.939     0.8407      1.333         10        640:   8%|▊         | 39/519 [00:20<03:28,  2.31it/s]
      12/80      0.94G      1.132      1.924     0.8372      1.332         14        640:   8%|▊         | 39/519 [00:20<03:28,  2.31it/s]
      12/80      0.94G      1.132      1.924     0.8372      1.332         14        640:   8%|▊         | 40/519 [00:20<02:48,  2.84it/s]
      12/80      0.94G      1.129      1.911      0.835      1.327         10        640:   8%|▊         | 40/519 [00:21<02:48,  2.84it/s]
      12/80      0.94G      1.129      1.911      0.835      1.327         10        640:   8%|▊         | 41/519 [00:21<02:34,  3.09it/s]
      12/80      0.94G      1.129      1.902     0.8298      1.326         10        640:   8%|▊         | 41/519 [00:22<02:34,  3.09it/s]
      12/80      0.94G      1.129      1.902     0.8298      1.326         10        640:   8%|▊         | 42/519 [00:22<03:52,  2.05it/s]
      12/80      0.94G      1.127      1.901     0.8247      1.327          9        640:   8%|▊         | 42/519 [00:22<03:52,  2.05it/s]
      12/80      0.94G      1.127      1.901     0.8247      1.327          9        640:   8%|▊         | 43/519 [00:22<03:21,  2.36it/s]
      12/80      0.94G      1.123      1.891     0.8257      1.322         12        640:   8%|▊         | 43/519 [00:22<03:21,  2.36it/s]
      12/80      0.94G      1.123      1.891     0.8257      1.322         12        640:   8%|▊         | 44/519 [00:22<02:45,  2.87it/s]
      12/80      0.94G      1.117      1.882     0.8205      1.317         16        640:   8%|▊         | 44/519 [00:22<02:45,  2.87it/s]
      12/80      0.94G      1.117      1.882     0.8205      1.317         16        640:   9%|▊         | 45/519 [00:22<02:30,  3.14it/s]
      12/80      0.94G       1.12      1.882      0.822      1.317         10        640:   9%|▊         | 45/519 [00:24<02:30,  3.14it/s]
      12/80      0.94G       1.12      1.882      0.822      1.317         10        640:   9%|▉         | 46/519 [00:24<04:53,  1.61it/s]
      12/80      0.94G      1.123      1.879     0.8193      1.319          9        640:   9%|▉         | 46/519 [00:24<04:53,  1.61it/s]
      12/80      0.94G      1.123      1.879     0.8193      1.319          9        640:   9%|▉         | 47/519 [00:24<03:53,  2.02it/s]
      12/80      0.94G      1.129      1.884     0.8217      1.324         12        640:   9%|▉         | 47/519 [00:24<03:53,  2.02it/s]
      12/80      0.94G      1.129      1.884     0.8217      1.324         12        640:   9%|▉         | 48/519 [00:24<03:18,  2.37it/s]
      12/80      0.94G      1.124      1.888     0.8203      1.324          7        640:   9%|▉         | 48/519 [00:24<03:18,  2.37it/s]
      12/80      0.94G      1.124      1.888     0.8203      1.324          7        640:   9%|▉         | 49/519 [00:24<03:07,  2.50it/s]
      12/80      0.94G      1.131      1.889     0.8232      1.326         11        640:   9%|▉         | 49/519 [00:25<03:07,  2.50it/s]
      12/80      0.94G      1.131      1.889     0.8232      1.326         11        640:  10%|▉         | 50/519 [00:25<03:55,  1.99it/s]
      12/80      0.94G      1.131      1.883     0.8214      1.326          9        640:  10%|▉         | 50/519 [00:25<03:55,  1.99it/s]
      12/80      0.94G      1.131      1.883     0.8214      1.326          9        640:  10%|▉         | 51/519 [00:25<03:25,  2.27it/s]
      12/80      0.94G      1.133      1.884     0.8266      1.331          8        640:  10%|▉         | 51/519 [00:26<03:25,  2.27it/s]
      12/80      0.94G      1.133      1.884     0.8266      1.331          8        640:  10%|█         | 52/519 [00:26<02:52,  2.71it/s]
      12/80      0.94G       1.13      1.878     0.8237      1.327          8        640:  10%|█         | 52/519 [00:26<02:52,  2.71it/s]
      12/80      0.94G       1.13      1.878     0.8237      1.327          8        640:  10%|█         | 53/519 [00:26<02:28,  3.13it/s]
      12/80      0.94G       1.13      1.881     0.8235      1.326         10        640:  10%|█         | 53/519 [00:26<02:28,  3.13it/s]
      12/80      0.94G       1.13      1.881     0.8235      1.326         10        640:  10%|█         | 54/519 [00:26<03:03,  2.54it/s]
      12/80      0.94G      1.127      1.878     0.8195      1.324         14        640:  10%|█         | 54/519 [00:27<03:03,  2.54it/s]
      12/80      0.94G      1.127      1.878     0.8195      1.324         14        640:  11%|█         | 55/519 [00:27<02:35,  2.99it/s]
      12/80      0.94G      1.124      1.873     0.8162      1.322         15        640:  11%|█         | 55/519 [00:28<02:35,  2.99it/s]
      12/80      0.94G      1.124      1.873     0.8162      1.322         15        640:  11%|█         | 56/519 [00:28<04:00,  1.93it/s]
      12/80      0.94G      1.123      1.872      0.813      1.319         10        640:  11%|█         | 56/519 [00:28<04:00,  1.93it/s]
      12/80      0.94G      1.123      1.872      0.813      1.319         10        640:  11%|█         | 57/519 [00:28<03:11,  2.41it/s]
      12/80      0.94G      1.124      1.877     0.8131      1.317         12        640:  11%|█         | 57/519 [00:28<03:11,  2.41it/s]
      12/80      0.94G      1.124      1.877     0.8131      1.317         12        640:  11%|█         | 58/519 [00:28<03:48,  2.02it/s]
      12/80      0.94G      1.124      1.872     0.8151      1.319          9        640:  11%|█         | 58/519 [00:29<03:48,  2.02it/s]
      12/80      0.94G      1.124      1.872     0.8151      1.319          9        640:  11%|█▏        | 59/519 [00:29<03:21,  2.28it/s]
      12/80      0.94G      1.135      1.896     0.8338      1.329          9        640:  11%|█▏        | 59/519 [00:29<03:21,  2.28it/s]
      12/80      0.94G      1.135      1.896     0.8338      1.329          9        640:  12%|█▏        | 60/519 [00:29<03:15,  2.34it/s]
      12/80      0.94G      1.135      1.896     0.8302      1.328         12        640:  12%|█▏        | 60/519 [00:29<03:15,  2.34it/s]
      12/80      0.94G      1.135      1.896     0.8302      1.328         12        640:  12%|█▏        | 61/519 [00:29<02:52,  2.65it/s]
      12/80      0.94G      1.133      1.895       0.83      1.325         10        640:  12%|█▏        | 61/519 [00:30<02:52,  2.65it/s]
      12/80      0.94G      1.133      1.895       0.83      1.325         10        640:  12%|█▏        | 62/519 [00:30<04:04,  1.87it/s]
      12/80      0.94G       1.13       1.89     0.8293      1.324         10        640:  12%|█▏        | 62/519 [00:31<04:04,  1.87it/s]
      12/80      0.94G       1.13       1.89     0.8293      1.324         10        640:  12%|█▏        | 63/519 [00:31<03:26,  2.20it/s]
      12/80      0.94G      1.126      1.882     0.8257       1.32         15        640:  12%|█▏        | 63/519 [00:31<03:26,  2.20it/s]
      12/80      0.94G      1.126      1.882     0.8257       1.32         15        640:  12%|█▏        | 64/519 [00:31<02:58,  2.55it/s]
      12/80      0.94G      1.128      1.883     0.8268      1.321         13        640:  12%|█▏        | 64/519 [00:31<02:58,  2.55it/s]
      12/80      0.94G      1.128      1.883     0.8268      1.321         13        640:  13%|█▎        | 65/519 [00:31<02:38,  2.87it/s]
      12/80      0.94G      1.128      1.884     0.8256      1.324          6        640:  13%|█▎        | 65/519 [00:32<02:38,  2.87it/s]
      12/80      0.94G      1.128      1.884     0.8256      1.324          6        640:  13%|█▎        | 66/519 [00:32<04:47,  1.57it/s]
      12/80      0.94G      1.125      1.879     0.8257      1.324          7        640:  13%|█▎        | 66/519 [00:33<04:47,  1.57it/s]
      12/80      0.94G      1.125      1.879     0.8257      1.324          7        640:  13%|█▎        | 67/519 [00:33<03:50,  1.96it/s]
      12/80      0.94G      1.127      1.872     0.8289      1.323          9        640:  13%|█▎        | 67/519 [00:33<03:50,  1.96it/s]
      12/80      0.94G      1.127      1.872     0.8289      1.323          9        640:  13%|█▎        | 68/519 [00:33<03:14,  2.32it/s]
      12/80      0.94G      1.126      1.868     0.8288      1.322          7        640:  13%|█▎        | 68/519 [00:33<03:14,  2.32it/s]
      12/80      0.94G      1.126      1.868     0.8288      1.322          7        640:  13%|█▎        | 69/519 [00:33<02:49,  2.66it/s]
      12/80      0.94G      1.125      1.866     0.8275      1.318         16        640:  13%|█▎        | 69/519 [00:34<02:49,  2.66it/s]
      12/80      0.94G      1.125      1.866     0.8275      1.318         16        640:  13%|█▎        | 70/519 [00:34<03:41,  2.03it/s]
      12/80      0.94G      1.127      1.861     0.8269       1.32          9        640:  13%|█▎        | 70/519 [00:34<03:41,  2.03it/s]
      12/80      0.94G      1.127      1.861     0.8269       1.32          9        640:  14%|█▎        | 71/519 [00:34<03:06,  2.40it/s]
      12/80      0.94G      1.129      1.858     0.8269      1.321         13        640:  14%|█▎        | 71/519 [00:34<03:06,  2.40it/s]
      12/80      0.94G      1.129      1.858     0.8269      1.321         13        640:  14%|█▍        | 72/519 [00:34<02:40,  2.78it/s]
      12/80      0.94G      1.123      1.854     0.8256      1.317         12        640:  14%|█▍        | 72/519 [00:34<02:40,  2.78it/s]
      12/80      0.94G      1.123      1.854     0.8256      1.317         12        640:  14%|█▍        | 73/519 [00:34<02:17,  3.24it/s]
      12/80      0.94G      1.121      1.853     0.8257      1.316         13        640:  14%|█▍        | 73/519 [00:35<02:17,  3.24it/s]
      12/80      0.94G      1.121      1.853     0.8257      1.316         13        640:  14%|█▍        | 74/519 [00:35<03:24,  2.18it/s]
      12/80      0.94G      1.121      1.855     0.8232      1.318          8        640:  14%|█▍        | 74/519 [00:35<03:24,  2.18it/s]
      12/80      0.94G      1.121      1.855     0.8232      1.318          8        640:  14%|█▍        | 75/519 [00:35<02:52,  2.58it/s]
      12/80      0.94G      1.119       1.85     0.8204      1.316          9        640:  14%|█▍        | 75/519 [00:36<02:52,  2.58it/s]
      12/80      0.94G      1.119       1.85     0.8204      1.316          9        640:  15%|█▍        | 76/519 [00:36<02:31,  2.92it/s]
      12/80      0.94G      1.115      1.848     0.8184      1.312         11        640:  15%|█▍        | 76/519 [00:36<02:31,  2.92it/s]
      12/80      0.94G      1.115      1.848     0.8184      1.312         11        640:  15%|█▍        | 77/519 [00:36<02:17,  3.21it/s]
      12/80      0.94G      1.116      1.847     0.8177      1.311         12        640:  15%|█▍        | 77/519 [00:37<02:17,  3.21it/s]
      12/80      0.94G      1.116      1.847     0.8177      1.311         12        640:  15%|█▌        | 78/519 [00:37<04:09,  1.77it/s]
      12/80      0.94G      1.117      1.838     0.8166      1.311          8        640:  15%|█▌        | 78/519 [00:37<04:09,  1.77it/s]
      12/80      0.94G      1.117      1.838     0.8166      1.311          8        640:  15%|█▌        | 79/519 [00:37<03:23,  2.16it/s]
      12/80      0.94G      1.121      1.837      0.819      1.313          6        640:  15%|█▌        | 79/519 [00:38<03:23,  2.16it/s]
      12/80      0.94G      1.121      1.837      0.819      1.313          6        640:  15%|█▌        | 80/519 [00:38<03:02,  2.41it/s]
      12/80      0.94G      1.122      1.831     0.8176      1.311         13        640:  15%|█▌        | 80/519 [00:38<03:02,  2.41it/s]
      12/80      0.94G      1.122      1.831     0.8176      1.311         13        640:  16%|█▌        | 81/519 [00:38<02:39,  2.74it/s]
      12/80      0.94G      1.119       1.83     0.8173      1.309         12        640:  16%|█▌        | 81/519 [00:39<02:39,  2.74it/s]
      12/80      0.94G      1.119       1.83     0.8173      1.309         12        640:  16%|█▌        | 82/519 [00:39<04:46,  1.53it/s]
      12/80      0.94G      1.117      1.823     0.8142      1.307         13        640:  16%|█▌        | 82/519 [00:39<04:46,  1.53it/s]
      12/80      0.94G      1.117      1.823     0.8142      1.307         13        640:  16%|█▌        | 83/519 [00:39<03:43,  1.95it/s]
      12/80      0.94G      1.119      1.824      0.817      1.311          9        640:  16%|█▌        | 83/519 [00:40<03:43,  1.95it/s]
      12/80      0.94G      1.119      1.824      0.817      1.311          9        640:  16%|█▌        | 84/519 [00:40<03:02,  2.38it/s]
      12/80      0.94G      1.118      1.825     0.8194       1.31         11        640:  16%|█▌        | 84/519 [00:40<03:02,  2.38it/s]
      12/80      0.94G      1.118      1.825     0.8194       1.31         11        640:  16%|█▋        | 85/519 [00:40<02:36,  2.78it/s]
      12/80      0.94G      1.116      1.821     0.8199      1.308          9        640:  16%|█▋        | 85/519 [00:41<02:36,  2.78it/s]
      12/80      0.94G      1.116      1.821     0.8199      1.308          9        640:  17%|█▋        | 86/519 [00:41<04:15,  1.69it/s]
      12/80      0.94G      1.112      1.815     0.8162      1.305          8        640:  17%|█▋        | 86/519 [00:41<04:15,  1.69it/s]
      12/80      0.94G      1.112      1.815     0.8162      1.305          8        640:  17%|█▋        | 87/519 [00:41<03:31,  2.04it/s]
      12/80      0.94G      1.111      1.815     0.8132      1.305         10        640:  17%|█▋        | 87/519 [00:41<03:31,  2.04it/s]
      12/80      0.94G      1.111      1.815     0.8132      1.305         10        640:  17%|█▋        | 88/519 [00:41<02:56,  2.44it/s]
      12/80      0.94G      1.113      1.824     0.8154      1.307          9        640:  17%|█▋        | 88/519 [00:42<02:56,  2.44it/s]
      12/80      0.94G      1.113      1.824     0.8154      1.307          9        640:  17%|█▋        | 89/519 [00:42<02:35,  2.76it/s]
      12/80      0.94G      1.115      1.822     0.8148      1.306          7        640:  17%|█▋        | 89/519 [00:43<02:35,  2.76it/s]
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      12/80      0.94G      1.099      1.803     0.8209      1.318         10        640:  91%|█████████ | 471/519 [03:35<00:25,  1.89it/s]
      12/80      0.94G      1.099      1.802     0.8206      1.318         10        640:  91%|█████████ | 471/519 [03:36<00:25,  1.89it/s]
      12/80      0.94G      1.099      1.802     0.8206      1.318         10        640:  91%|█████████ | 472/519 [03:36<00:20,  2.27it/s]
      12/80      0.94G      1.099      1.802     0.8213      1.318         12        640:  91%|█████████ | 472/519 [03:36<00:20,  2.27it/s]
      12/80      0.94G      1.099      1.802     0.8213      1.318         12        640:  91%|█████████ | 473/519 [03:36<00:17,  2.60it/s]
      12/80      0.94G      1.099      1.801     0.8209      1.317         10        640:  91%|█████████ | 473/519 [03:37<00:17,  2.60it/s]
      12/80      0.94G      1.099      1.801     0.8209      1.317         10        640:  91%|█████████▏| 474/519 [03:37<00:25,  1.78it/s]
      12/80      0.94G      1.099      1.802      0.821      1.317         11        640:  91%|█████████▏| 474/519 [03:37<00:25,  1.78it/s]
      12/80      0.94G      1.099      1.802      0.821      1.317         11        640:  92%|█████████▏| 475/519 [03:37<00:20,  2.18it/s]
      12/80      0.94G        1.1      1.803     0.8216      1.318         10        640:  92%|█████████▏| 475/519 [03:37<00:20,  2.18it/s]
      12/80      0.94G        1.1      1.803     0.8216      1.318         10        640:  92%|█████████▏| 476/519 [03:37<00:18,  2.33it/s]
      12/80      0.94G      1.099      1.802      0.821      1.317         10        640:  92%|█████████▏| 476/519 [03:38<00:18,  2.33it/s]
      12/80      0.94G      1.099      1.802      0.821      1.317         10        640:  92%|█████████▏| 477/519 [03:38<00:15,  2.72it/s]
      12/80      0.94G      1.099      1.802     0.8209      1.318          9        640:  92%|█████████▏| 477/519 [03:39<00:15,  2.72it/s]
      12/80      0.94G      1.099      1.802     0.8209      1.318          9        640:  92%|█████████▏| 478/519 [03:39<00:29,  1.38it/s]
      12/80      0.94G        1.1      1.807      0.821      1.319          7        640:  92%|█████████▏| 478/519 [03:39<00:29,  1.38it/s]
      12/80      0.94G        1.1      1.807      0.821      1.319          7        640:  92%|█████████▏| 479/519 [03:39<00:23,  1.71it/s]
      12/80      0.94G        1.1      1.807     0.8207      1.319          9        640:  92%|█████████▏| 479/519 [03:40<00:23,  1.71it/s]
      12/80      0.94G        1.1      1.807     0.8207      1.319          9        640:  92%|█████████▏| 480/519 [03:40<00:19,  2.03it/s]
      12/80      0.94G      1.101      1.807     0.8209      1.319          8        640:  92%|█████████▏| 480/519 [03:40<00:19,  2.03it/s]
      12/80      0.94G      1.101      1.807     0.8209      1.319          8        640:  93%|█████████▎| 481/519 [03:40<00:16,  2.31it/s]
      12/80      0.94G        1.1      1.807     0.8207      1.319          6        640:  93%|█████████▎| 481/519 [03:41<00:16,  2.31it/s]
      12/80      0.94G        1.1      1.807     0.8207      1.319          6        640:  93%|█████████▎| 482/519 [03:41<00:24,  1.51it/s]
      12/80      0.94G        1.1      1.806     0.8209      1.319         10        640:  93%|█████████▎| 482/519 [03:41<00:24,  1.51it/s]
      12/80      0.94G        1.1      1.806     0.8209      1.319         10        640:  93%|█████████▎| 483/519 [03:41<00:19,  1.84it/s]
      12/80      0.94G      1.099      1.805     0.8203      1.318         11        640:  93%|█████████▎| 483/519 [03:42<00:19,  1.84it/s]
      12/80      0.94G      1.099      1.805     0.8203      1.318         11        640:  93%|█████████▎| 484/519 [03:42<00:15,  2.28it/s]
      12/80      0.94G      1.099      1.805     0.8203      1.318          8        640:  93%|█████████▎| 484/519 [03:42<00:15,  2.28it/s]
      12/80      0.94G      1.099      1.805     0.8203      1.318          8        640:  93%|█████████▎| 485/519 [03:42<00:12,  2.68it/s]
      12/80      0.94G      1.099      1.805     0.8199      1.318         16        640:  93%|█████████▎| 485/519 [03:42<00:12,  2.68it/s]
      12/80      0.94G      1.099      1.805     0.8199      1.318         16        640:  94%|█████████▎| 486/519 [03:42<00:14,  2.22it/s]
      12/80      0.94G      1.099      1.805     0.8199      1.318         15        640:  94%|█████████▎| 486/519 [03:43<00:14,  2.22it/s]
      12/80      0.94G      1.099      1.805     0.8199      1.318         15        640:  94%|█████████▍| 487/519 [03:43<00:12,  2.49it/s]
      12/80      0.94G      1.098      1.805     0.8197      1.317          8        640:  94%|█████████▍| 487/519 [03:43<00:12,  2.49it/s]
      12/80      0.94G      1.098      1.805     0.8197      1.317          8        640:  94%|█████████▍| 488/519 [03:43<00:13,  2.27it/s]
      12/80      0.94G      1.098      1.804     0.8194      1.317         11        640:  94%|█████████▍| 488/519 [03:44<00:13,  2.27it/s]
      12/80      0.94G      1.098      1.804     0.8194      1.317         11        640:  94%|█████████▍| 489/519 [03:44<00:11,  2.59it/s]
      12/80      0.94G      1.098      1.804     0.8191      1.317         12        640:  94%|█████████▍| 489/519 [03:45<00:11,  2.59it/s]
      12/80      0.94G      1.098      1.804     0.8191      1.317         12        640:  94%|█████████▍| 490/519 [03:45<00:19,  1.48it/s]
      12/80      0.94G      1.097      1.803     0.8185      1.316          7        640:  94%|█████████▍| 490/519 [03:45<00:19,  1.48it/s]
      12/80      0.94G      1.097      1.803     0.8185      1.316          7        640:  95%|█████████▍| 491/519 [03:45<00:15,  1.81it/s]
      12/80      0.94G      1.097      1.803     0.8188      1.317          9        640:  95%|█████████▍| 491/519 [03:45<00:15,  1.81it/s]
      12/80      0.94G      1.097      1.803     0.8188      1.317          9        640:  95%|█████████▍| 492/519 [03:45<00:12,  2.18it/s]
      12/80      0.94G      1.098      1.805     0.8187      1.317         11        640:  95%|█████████▍| 492/519 [03:46<00:12,  2.18it/s]
      12/80      0.94G      1.098      1.805     0.8187      1.317         11        640:  95%|█████████▍| 493/519 [03:46<00:10,  2.52it/s]
      12/80      0.94G      1.098      1.805     0.8191      1.317         13        640:  95%|█████████▍| 493/519 [03:46<00:10,  2.52it/s]
      12/80      0.94G      1.098      1.805     0.8191      1.317         13        640:  95%|█████████▌| 494/519 [03:46<00:12,  2.08it/s]
      12/80      0.94G      1.098      1.805     0.8192      1.317         10        640:  95%|█████████▌| 494/519 [03:47<00:12,  2.08it/s]
      12/80      0.94G      1.098      1.805     0.8192      1.317         10        640:  95%|█████████▌| 495/519 [03:47<00:09,  2.51it/s]
      12/80      0.94G      1.098      1.804     0.8193      1.317         13        640:  95%|█████████▌| 495/519 [03:47<00:09,  2.51it/s]
      12/80      0.94G      1.098      1.804     0.8193      1.317         13        640:  96%|█████████▌| 496/519 [03:47<00:08,  2.65it/s]
      12/80      0.94G      1.099      1.805     0.8191      1.317         14        640:  96%|█████████▌| 496/519 [03:47<00:08,  2.65it/s]
      12/80      0.94G      1.099      1.805     0.8191      1.317         14        640:  96%|█████████▌| 497/519 [03:47<00:07,  2.84it/s]
      12/80      0.94G      1.099      1.804     0.8189      1.317         12        640:  96%|█████████▌| 497/519 [03:48<00:07,  2.84it/s]
      12/80      0.94G      1.099      1.804     0.8189      1.317         12        640:  96%|█████████▌| 498/519 [03:48<00:12,  1.64it/s]
      12/80      0.94G      1.099      1.805     0.8192      1.317          9        640:  96%|█████████▌| 498/519 [03:49<00:12,  1.64it/s]
      12/80      0.94G      1.099      1.805     0.8192      1.317          9        640:  96%|█████████▌| 499/519 [03:49<00:09,  2.06it/s]
      12/80      0.94G      1.099      1.804     0.8196      1.317          9        640:  96%|█████████▌| 499/519 [03:49<00:09,  2.06it/s]
      12/80      0.94G      1.099      1.804     0.8196      1.317          9        640:  96%|█████████▋| 500/519 [03:49<00:07,  2.60it/s]
      12/80      0.94G      1.099      1.805     0.8196      1.317          9        640:  96%|█████████▋| 500/519 [03:49<00:07,  2.60it/s]
      12/80      0.94G      1.099      1.805     0.8196      1.317          9        640:  97%|█████████▋| 501/519 [03:49<00:06,  2.84it/s]
      12/80      0.94G      1.099      1.805     0.8194      1.317          7        640:  97%|█████████▋| 501/519 [03:50<00:06,  2.84it/s]
      12/80      0.94G      1.099      1.805     0.8194      1.317          7        640:  97%|█████████▋| 502/519 [03:50<00:07,  2.15it/s]
      12/80      0.94G      1.099      1.804       0.82      1.317         10        640:  97%|█████████▋| 502/519 [03:50<00:07,  2.15it/s]
      12/80      0.94G      1.099      1.804       0.82      1.317         10        640:  97%|█████████▋| 503/519 [03:50<00:06,  2.46it/s]
      12/80      0.94G      1.099      1.805     0.8201      1.316         10        640:  97%|█████████▋| 503/519 [03:50<00:06,  2.46it/s]
      12/80      0.94G      1.099      1.805     0.8201      1.316         10        640:  97%|█████████▋| 504/519 [03:50<00:06,  2.28it/s]
      12/80      0.94G      1.098      1.803     0.8197      1.316          9        640:  97%|█████████▋| 504/519 [03:51<00:06,  2.28it/s]
      12/80      0.94G      1.098      1.803     0.8197      1.316          9        640:  97%|█████████▋| 505/519 [03:51<00:05,  2.70it/s]
      12/80      0.94G      1.098      1.803     0.8195      1.316          9        640:  97%|█████████▋| 505/519 [03:52<00:05,  2.70it/s]
      12/80      0.94G      1.098      1.803     0.8195      1.316          9        640:  97%|█████████▋| 506/519 [03:52<00:06,  1.91it/s]
      12/80      0.94G      1.098      1.802     0.8189      1.316         13        640:  97%|█████████▋| 506/519 [03:52<00:06,  1.91it/s]
      12/80      0.94G      1.098      1.802     0.8189      1.316         13        640:  98%|█████████▊| 507/519 [03:52<00:05,  2.35it/s]
      12/80      0.94G      1.098      1.802     0.8185      1.316         13        640:  98%|█████████▊| 507/519 [03:52<00:05,  2.35it/s]
      12/80      0.94G      1.098      1.802     0.8185      1.316         13        640:  98%|█████████▊| 508/519 [03:52<00:03,  2.84it/s]
      12/80      0.94G      1.098      1.801      0.818      1.316          9        640:  98%|█████████▊| 508/519 [03:52<00:03,  2.84it/s]
      12/80      0.94G      1.098      1.801      0.818      1.316          9        640:  98%|█████████▊| 509/519 [03:52<00:03,  3.07it/s]
      12/80      0.94G      1.097        1.8     0.8178      1.316          7        640:  98%|█████████▊| 509/519 [03:53<00:03,  3.07it/s]
      12/80      0.94G      1.097        1.8     0.8178      1.316          7        640:  98%|█████████▊| 510/519 [03:53<00:04,  1.92it/s]
      12/80      0.94G      1.097        1.8     0.8183      1.316         12        640:  98%|█████████▊| 510/519 [03:54<00:04,  1.92it/s]
      12/80      0.94G      1.097        1.8     0.8183      1.316         12        640:  98%|█████████▊| 511/519 [03:54<00:04,  1.93it/s]
      12/80      0.94G      1.097        1.8     0.8179      1.316          9        640:  98%|█████████▊| 511/519 [03:54<00:04,  1.93it/s]
      12/80      0.94G      1.097        1.8     0.8179      1.316          9        640:  99%|█████████▊| 512/519 [03:54<00:03,  2.29it/s]
      12/80      0.94G      1.097        1.8     0.8175      1.316         12        640:  99%|█████████▊| 512/519 [03:54<00:03,  2.29it/s]
      12/80      0.94G      1.097        1.8     0.8175      1.316         12        640:  99%|█████████▉| 513/519 [03:54<00:02,  2.70it/s]
      12/80      0.94G      1.098      1.801     0.8175      1.316         12        640:  99%|█████████▉| 513/519 [03:54<00:02,  2.70it/s]
      12/80      0.94G      1.098      1.801     0.8175      1.316         12        640:  99%|█████████▉| 514/519 [03:54<00:01,  3.10it/s]
      12/80      0.94G      1.098      1.802     0.8185      1.316          7        640:  99%|█████████▉| 514/519 [03:55<00:01,  3.10it/s]
      12/80      0.94G      1.098      1.802     0.8185      1.316          7        640:  99%|█████████▉| 515/519 [03:55<00:01,  2.12it/s]
      12/80      0.94G      1.099      1.801     0.8183      1.317          6        640:  99%|█████████▉| 515/519 [03:55<00:01,  2.12it/s]
      12/80      0.94G      1.099      1.801     0.8183      1.317          6        640:  99%|█████████▉| 516/519 [03:55<00:01,  2.76it/s]
      12/80      0.94G      1.099      1.801      0.818      1.317         12        640:  99%|█████████▉| 516/519 [03:55<00:01,  2.76it/s]
      12/80      0.94G      1.099      1.801      0.818      1.317         12        640: 100%|█████████▉| 517/519 [03:55<00:00,  3.52it/s]
      12/80      0.94G      1.099      1.801     0.8177      1.317         12        640: 100%|█████████▉| 517/519 [03:56<00:00,  3.52it/s]
      12/80      0.94G        1.1      1.801     0.8175      1.318          4        640: 100%|█████████▉| 517/519 [03:56<00:00,  3.52it/s]
      12/80      0.94G        1.1      1.801     0.8175      1.318          4        640: 100%|██████████| 519/519 [03:56<00:00,  4.56it/s]
      12/80      0.94G        1.1      1.801     0.8175      1.318          4        640: 100%|██████████| 519/519 [03:56<00:00,  2.20it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:44,  6.33s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:58,  2.84s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:48,  1.75s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:13,  1.21s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<01:00,  1.01s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:49,  1.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:44,  1.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:40,  1.42it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:34,  1.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:28,  1.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:25,  2.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:23,  2.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:12<00:26,  1.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:26,  1.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:13<00:26,  1.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:24,  2.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:14<00:24,  1.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:23,  1.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:15<00:24,  1.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:26,  1.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:25,  1.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:17<00:25,  1.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  2.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:18<00:18,  2.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:08,  4.42it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:19<00:07,  4.93it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:19<00:06,  5.41it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:19<00:05,  5.88it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:05,  6.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.49it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.82it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:20<00:03,  7.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:20<00:03,  7.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:20<00:03,  7.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:03,  6.51it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:04,  5.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:21<00:03,  6.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:21<00:03,  6.46it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:21<00:03,  6.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:02,  7.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  8.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  7.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:22<00:02,  5.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:22<00:02,  6.55it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  82%|████████▏ | 53/65 [00:22<00:01,  7.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  8.55it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.39it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  92%|█████████▏| 60/65 [00:23<00:00,  9.49it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:23<00:00,  9.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:23<00:00,  9.75it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.08it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.73it/s]
-                   all        519        519      0.894      0.922      0.968      0.677      0.902      0.915      0.967      0.667
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
      13/80      0.94G      1.281      2.515     0.8066      1.285         11        640:   0%|          | 0/519 [00:03<?, ?it/s]
      13/80      0.94G      1.281      2.515     0.8066      1.285         11        640:   0%|          | 1/519 [00:03<28:29,  3.30s/it]
      13/80      0.94G      1.226      1.998     0.7734      1.387          7        640:   0%|          | 1/519 [00:03<28:29,  3.30s/it]
      13/80      0.94G      1.226      1.998     0.7734      1.387          7        640:   0%|          | 2/519 [00:03<13:21,  1.55s/it]
      13/80      0.94G      1.065      1.719     0.7049      1.322         10        640:   0%|          | 2/519 [00:03<13:21,  1.55s/it]
      13/80      0.94G      1.065      1.719     0.7049      1.322         10        640:   1%|          | 3/519 [00:03<08:27,  1.02it/s]
      13/80      0.94G       1.02      1.619     0.6687      1.296         11        640:   1%|          | 3/519 [00:04<08:27,  1.02it/s]
      13/80      0.94G       1.02      1.619     0.6687      1.296         11        640:   1%|          | 4/519 [00:04<06:09,  1.39it/s]
      13/80      0.94G      1.012      1.606     0.7013      1.283          7        640:   1%|          | 4/519 [00:05<06:09,  1.39it/s]
      13/80      0.94G      1.012      1.606     0.7013      1.283          7        640:   1%|          | 5/519 [00:05<08:51,  1.03s/it]
      13/80      0.94G      1.039      1.716     0.7821      1.304          8        640:   1%|          | 5/519 [00:06<08:51,  1.03s/it]
      13/80      0.94G      1.039      1.716     0.7821      1.304          8        640:   1%|          | 6/519 [00:06<06:25,  1.33it/s]
      13/80      0.94G      1.063      1.787     0.8571      1.297         11        640:   1%|          | 6/519 [00:06<06:25,  1.33it/s]
      13/80      0.94G      1.063      1.787     0.8571      1.297         11        640:   1%|▏         | 7/519 [00:06<05:03,  1.69it/s]
      13/80      0.94G       1.04      1.733      0.825      1.265         13        640:   1%|▏         | 7/519 [00:06<05:03,  1.69it/s]
      13/80      0.94G       1.04      1.733      0.825      1.265         13        640:   2%|▏         | 8/519 [00:06<04:14,  2.01it/s]
      13/80      0.94G      1.043      1.748     0.8548      1.276          8        640:   2%|▏         | 8/519 [00:07<04:14,  2.01it/s]
      13/80      0.94G      1.043      1.748     0.8548      1.276          8        640:   2%|▏         | 9/519 [00:07<05:46,  1.47it/s]
      13/80      0.94G      1.073      1.743     0.8669      1.292         11        640:   2%|▏         | 9/519 [00:07<05:46,  1.47it/s]
      13/80      0.94G      1.073      1.743     0.8669      1.292         11        640:   2%|▏         | 10/519 [00:07<04:45,  1.78it/s]
      13/80      0.94G       1.11      1.762     0.8978      1.302          9        640:   2%|▏         | 10/519 [00:08<04:45,  1.78it/s]
      13/80      0.94G       1.11      1.762     0.8978      1.302          9        640:   2%|▏         | 11/519 [00:08<03:51,  2.20it/s]
      13/80      0.94G      1.123      1.767     0.8984      1.305         12        640:   2%|▏         | 11/519 [00:08<03:51,  2.20it/s]
      13/80      0.94G      1.123      1.767     0.8984      1.305         12        640:   2%|▏         | 12/519 [00:08<03:19,  2.54it/s]
      13/80      0.94G      1.122      1.745     0.9049      1.301         11        640:   2%|▏         | 12/519 [00:09<03:19,  2.54it/s]
      13/80      0.94G      1.122      1.745     0.9049      1.301         11        640:   3%|▎         | 13/519 [00:09<05:26,  1.55it/s]
      13/80      0.94G       1.11      1.761     0.8793      1.307          8        640:   3%|▎         | 13/519 [00:09<05:26,  1.55it/s]
      13/80      0.94G       1.11      1.761     0.8793      1.307          8        640:   3%|▎         | 14/519 [00:09<04:16,  1.97it/s]
      13/80      0.94G      1.113      1.743     0.8763       1.31         12        640:   3%|▎         | 14/519 [00:10<04:16,  1.97it/s]
      13/80      0.94G      1.113      1.743     0.8763       1.31         12        640:   3%|▎         | 15/519 [00:10<03:41,  2.28it/s]
      13/80      0.94G       1.11      1.744     0.8725      1.306          9        640:   3%|▎         | 15/519 [00:10<03:41,  2.28it/s]
      13/80      0.94G       1.11      1.744     0.8725      1.306          9        640:   3%|▎         | 16/519 [00:10<03:10,  2.64it/s]
      13/80      0.94G      1.119      1.765     0.8769      1.297         13        640:   3%|▎         | 16/519 [00:10<03:10,  2.64it/s]
      13/80      0.94G      1.119      1.765     0.8769      1.297         13        640:   3%|▎         | 17/519 [00:10<03:45,  2.23it/s]
      13/80      0.94G      1.108      1.749     0.8608      1.297         11        640:   3%|▎         | 17/519 [00:11<03:45,  2.23it/s]
      13/80      0.94G      1.108      1.749     0.8608      1.297         11        640:   3%|▎         | 18/519 [00:11<03:13,  2.59it/s]
      13/80      0.94G      1.106      1.747     0.8526      1.301         11        640:   3%|▎         | 18/519 [00:11<03:13,  2.59it/s]
      13/80      0.94G      1.106      1.747     0.8526      1.301         11        640:   4%|▎         | 19/519 [00:11<02:51,  2.91it/s]
      13/80      0.94G      1.095      1.737     0.8447      1.299          5        640:   4%|▎         | 19/519 [00:11<02:51,  2.91it/s]
      13/80      0.94G      1.095      1.737     0.8447      1.299          5        640:   4%|▍         | 20/519 [00:11<02:32,  3.28it/s]
      13/80      0.94G      1.099      1.728     0.8447      1.314          8        640:   4%|▍         | 20/519 [00:12<02:32,  3.28it/s]
      13/80      0.94G      1.099      1.728     0.8447      1.314          8        640:   4%|▍         | 21/519 [00:12<04:45,  1.74it/s]
      13/80      0.94G      1.117      1.778     0.8619       1.32         11        640:   4%|▍         | 21/519 [00:13<04:45,  1.74it/s]
      13/80      0.94G      1.117      1.778     0.8619       1.32         11        640:   4%|▍         | 22/519 [00:13<03:50,  2.16it/s]
      13/80      0.94G      1.122       1.75      0.859      1.319          7        640:   4%|▍         | 22/519 [00:13<03:50,  2.16it/s]
      13/80      0.94G      1.122       1.75      0.859      1.319          7        640:   4%|▍         | 23/519 [00:13<03:08,  2.62it/s]
      13/80      0.94G      1.123      1.742     0.8669      1.317         11        640:   4%|▍         | 23/519 [00:13<03:08,  2.62it/s]
      13/80      0.94G      1.123      1.742     0.8669      1.317         11        640:   5%|▍         | 24/519 [00:13<02:48,  2.94it/s]
      13/80      0.94G      1.129      1.739     0.8644      1.311         11        640:   5%|▍         | 24/519 [00:15<02:48,  2.94it/s]
      13/80      0.94G      1.129      1.739     0.8644      1.311         11        640:   5%|▍         | 25/519 [00:15<06:10,  1.33it/s]
      13/80      0.94G      1.125      1.724     0.8611      1.303         11        640:   5%|▍         | 25/519 [00:15<06:10,  1.33it/s]
      13/80      0.94G      1.125      1.724     0.8611      1.303         11        640:   5%|▌         | 26/519 [00:15<04:41,  1.75it/s]
      13/80      0.94G      1.122      1.699     0.8509        1.3         10        640:   5%|▌         | 26/519 [00:15<04:41,  1.75it/s]
      13/80      0.94G      1.122      1.699     0.8509        1.3         10        640:   5%|▌         | 27/519 [00:15<03:44,  2.19it/s]
      13/80      0.94G      1.129      1.731     0.8659       1.31         11        640:   5%|▌         | 27/519 [00:15<03:44,  2.19it/s]
      13/80      0.94G      1.129      1.731     0.8659       1.31         11        640:   5%|▌         | 28/519 [00:15<03:07,  2.61it/s]
      13/80      0.94G      1.125      1.758     0.8602      1.306         14        640:   5%|▌         | 28/519 [00:16<03:07,  2.61it/s]
      13/80      0.94G      1.125      1.758     0.8602      1.306         14        640:   6%|▌         | 29/519 [00:16<04:55,  1.66it/s]
      13/80      0.94G      1.122      1.751     0.8596      1.305          6        640:   6%|▌         | 29/519 [00:17<04:55,  1.66it/s]
      13/80      0.94G      1.122      1.751     0.8596      1.305          6        640:   6%|▌         | 30/519 [00:17<03:58,  2.05it/s]
      13/80      0.94G      1.121      1.753     0.8599      1.307         12        640:   6%|▌         | 30/519 [00:17<03:58,  2.05it/s]
      13/80      0.94G      1.121      1.753     0.8599      1.307         12        640:   6%|▌         | 31/519 [00:17<03:13,  2.52it/s]
      13/80      0.94G      1.122      1.752      0.854      1.305         15        640:   6%|▌         | 31/519 [00:17<03:13,  2.52it/s]
      13/80      0.94G      1.122      1.752      0.854      1.305         15        640:   6%|▌         | 32/519 [00:17<02:45,  2.95it/s]
      13/80      0.94G      1.135      1.757     0.8533       1.32          9        640:   6%|▌         | 32/519 [00:18<02:45,  2.95it/s]
      13/80      0.94G      1.135      1.757     0.8533       1.32          9        640:   6%|▋         | 33/519 [00:18<04:49,  1.68it/s]
      13/80      0.94G      1.131      1.747     0.8475      1.315         12        640:   6%|▋         | 33/519 [00:18<04:49,  1.68it/s]
      13/80      0.94G      1.131      1.747     0.8475      1.315         12        640:   7%|▋         | 34/519 [00:18<03:53,  2.08it/s]
      13/80      0.94G      1.139      1.781     0.8613      1.327          6        640:   7%|▋         | 34/519 [00:19<03:53,  2.08it/s]
      13/80      0.94G      1.139      1.781     0.8613      1.327          6        640:   7%|▋         | 35/519 [00:19<03:10,  2.54it/s]
      13/80      0.94G      1.144      1.789     0.8625      1.326         14        640:   7%|▋         | 35/519 [00:19<03:10,  2.54it/s]
      13/80      0.94G      1.144      1.789     0.8625      1.326         14        640:   7%|▋         | 36/519 [00:19<02:46,  2.90it/s]
      13/80      0.94G      1.149      1.789     0.8727      1.329          8        640:   7%|▋         | 36/519 [00:20<02:46,  2.90it/s]
      13/80      0.94G      1.149      1.789     0.8727      1.329          8        640:   7%|▋         | 37/519 [00:20<04:27,  1.80it/s]
      13/80      0.94G      1.151      1.801     0.8712      1.333         10        640:   7%|▋         | 37/519 [00:20<04:27,  1.80it/s]
      13/80      0.94G      1.151      1.801     0.8712      1.333         10        640:   7%|▋         | 38/519 [00:20<03:43,  2.15it/s]
      13/80      0.94G      1.141      1.784     0.8638      1.329          7        640:   7%|▋         | 38/519 [00:20<03:43,  2.15it/s]
      13/80      0.94G      1.141      1.784     0.8638      1.329          7        640:   8%|▊         | 39/519 [00:20<03:07,  2.57it/s]
      13/80      0.94G      1.141      1.769     0.8598      1.331          7        640:   8%|▊         | 39/519 [00:21<03:07,  2.57it/s]
      13/80      0.94G      1.141      1.769     0.8598      1.331          7        640:   8%|▊         | 40/519 [00:21<02:44,  2.91it/s]
      13/80      0.94G      1.149      1.766     0.8641      1.338          9        640:   8%|▊         | 40/519 [00:22<02:44,  2.91it/s]
      13/80      0.94G      1.149      1.766     0.8641      1.338          9        640:   8%|▊         | 41/519 [00:22<06:11,  1.29it/s]
      13/80      0.94G      1.145       1.75     0.8575      1.333          9        640:   8%|▊         | 41/519 [00:23<06:11,  1.29it/s]
      13/80      0.94G      1.145       1.75     0.8575      1.333          9        640:   8%|▊         | 42/519 [00:23<04:55,  1.61it/s]
      13/80      0.94G      1.145      1.745     0.8522      1.335         11        640:   8%|▊         | 42/519 [00:23<04:55,  1.61it/s]
      13/80      0.94G      1.145      1.745     0.8522      1.335         11        640:   8%|▊         | 43/519 [00:23<04:04,  1.95it/s]
      13/80      0.94G      1.143      1.749      0.854      1.333         13        640:   8%|▊         | 43/519 [00:23<04:04,  1.95it/s]
      13/80      0.94G      1.143      1.749      0.854      1.333         13        640:   8%|▊         | 44/519 [00:23<03:24,  2.33it/s]
      13/80      0.94G      1.139      1.738     0.8491       1.33         10        640:   8%|▊         | 44/519 [00:24<03:24,  2.33it/s]
      13/80      0.94G      1.139      1.738     0.8491       1.33         10        640:   9%|▊         | 45/519 [00:24<04:40,  1.69it/s]
      13/80      0.94G      1.135      1.724     0.8426      1.329         11        640:   9%|▊         | 45/519 [00:24<04:40,  1.69it/s]
      13/80      0.94G      1.135      1.724     0.8426      1.329         11        640:   9%|▉         | 46/519 [00:24<03:45,  2.10it/s]
      13/80      0.94G      1.134      1.739     0.8445       1.33         14        640:   9%|▉         | 46/519 [00:25<03:45,  2.10it/s]
      13/80      0.94G      1.134      1.739     0.8445       1.33         14        640:   9%|▉         | 47/519 [00:25<03:10,  2.48it/s]
      13/80      0.94G      1.132       1.74     0.8449      1.327         10        640:   9%|▉         | 47/519 [00:25<03:10,  2.48it/s]
      13/80      0.94G      1.132       1.74     0.8449      1.327         10        640:   9%|▉         | 48/519 [00:25<02:51,  2.74it/s]
      13/80      0.94G      1.125      1.736     0.8399      1.324         10        640:   9%|▉         | 48/519 [00:26<02:51,  2.74it/s]
      13/80      0.94G      1.125      1.736     0.8399      1.324         10        640:   9%|▉         | 49/519 [00:26<04:06,  1.90it/s]
      13/80      0.94G      1.127      1.747     0.8393      1.328          6        640:   9%|▉         | 49/519 [00:26<04:06,  1.90it/s]
      13/80      0.94G      1.127      1.747     0.8393      1.328          6        640:  10%|▉         | 50/519 [00:26<03:27,  2.26it/s]
      13/80      0.94G      1.122      1.743     0.8366      1.325         13        640:  10%|▉         | 50/519 [00:26<03:27,  2.26it/s]
      13/80      0.94G      1.122      1.743     0.8366      1.325         13        640:  10%|▉         | 51/519 [00:26<02:55,  2.67it/s]
      13/80      0.94G      1.116      1.743     0.8359      1.324          7        640:  10%|▉         | 51/519 [00:26<02:55,  2.67it/s]
      13/80      0.94G      1.116      1.743     0.8359      1.324          7        640:  10%|█         | 52/519 [00:26<02:30,  3.10it/s]
      13/80      0.94G      1.114      1.752      0.834      1.323         10        640:  10%|█         | 52/519 [00:28<02:30,  3.10it/s]
      13/80      0.94G      1.114      1.752      0.834      1.323         10        640:  10%|█         | 53/519 [00:28<05:40,  1.37it/s]
      13/80      0.94G       1.12      1.752     0.8344      1.324         12        640:  10%|█         | 53/519 [00:28<05:40,  1.37it/s]
      13/80      0.94G       1.12      1.752     0.8344      1.324         12        640:  10%|█         | 54/519 [00:28<04:27,  1.74it/s]
      13/80      0.94G      1.114      1.743     0.8296      1.323          9        640:  10%|█         | 54/519 [00:29<04:27,  1.74it/s]
      13/80      0.94G      1.114      1.743     0.8296      1.323          9        640:  11%|█         | 55/519 [00:29<03:39,  2.12it/s]
      13/80      0.94G      1.113      1.741      0.831      1.322         11        640:  11%|█         | 55/519 [00:29<03:39,  2.12it/s]
      13/80      0.94G      1.113      1.741      0.831      1.322         11        640:  11%|█         | 56/519 [00:29<02:56,  2.62it/s]
      13/80      0.94G      1.114       1.76     0.8312      1.323         11        640:  11%|█         | 56/519 [00:29<02:56,  2.62it/s]
      13/80      0.94G      1.114       1.76     0.8312      1.323         11        640:  11%|█         | 57/519 [00:29<03:46,  2.04it/s]
      13/80      0.94G      1.112      1.767     0.8283      1.322         11        640:  11%|█         | 57/519 [00:30<03:46,  2.04it/s]
      13/80      0.94G      1.112      1.767     0.8283      1.322         11        640:  11%|█         | 58/519 [00:30<03:05,  2.48it/s]
      13/80      0.94G      1.112      1.768     0.8274       1.32         10        640:  11%|█         | 58/519 [00:30<03:05,  2.48it/s]
      13/80      0.94G      1.112      1.768     0.8274       1.32         10        640:  11%|█▏        | 59/519 [00:30<02:44,  2.79it/s]
      13/80      0.94G      1.116      1.774      0.826      1.323         13        640:  11%|█▏        | 59/519 [00:30<02:44,  2.79it/s]
      13/80      0.94G      1.116      1.774      0.826      1.323         13        640:  12%|█▏        | 60/519 [00:30<02:28,  3.09it/s]
      13/80      0.94G       1.12      1.776     0.8296      1.327         10        640:  12%|█▏        | 60/519 [00:31<02:28,  3.09it/s]
      13/80      0.94G       1.12      1.776     0.8296      1.327         10        640:  12%|█▏        | 61/519 [00:31<04:20,  1.76it/s]
      13/80      0.94G       1.12      1.768     0.8313      1.325          9        640:  12%|█▏        | 61/519 [00:31<04:20,  1.76it/s]
      13/80      0.94G       1.12      1.768     0.8313      1.325          9        640:  12%|█▏        | 62/519 [00:31<03:31,  2.16it/s]
      13/80      0.94G      1.117      1.758     0.8329      1.322         10        640:  12%|█▏        | 62/519 [00:32<03:31,  2.16it/s]
      13/80      0.94G      1.117      1.758     0.8329      1.322         10        640:  12%|█▏        | 63/519 [00:32<02:56,  2.58it/s]
      13/80      0.94G      1.116       1.76     0.8352      1.322          8        640:  12%|█▏        | 63/519 [00:32<02:56,  2.58it/s]
      13/80      0.94G      1.116       1.76     0.8352      1.322          8        640:  12%|█▏        | 64/519 [00:32<02:34,  2.94it/s]
      13/80      0.94G       1.12      1.756     0.8362      1.325          8        640:  12%|█▏        | 64/519 [00:33<02:34,  2.94it/s]
      13/80      0.94G       1.12      1.756     0.8362      1.325          8        640:  13%|█▎        | 65/519 [00:33<03:07,  2.42it/s]
      13/80      0.94G      1.123      1.756      0.838      1.329          6        640:  13%|█▎        | 65/519 [00:33<03:07,  2.42it/s]
      13/80      0.94G      1.123      1.756      0.838      1.329          6        640:  13%|█▎        | 66/519 [00:33<02:36,  2.90it/s]
      13/80      0.94G      1.121      1.762     0.8398      1.328          7        640:  13%|█▎        | 66/519 [00:33<02:36,  2.90it/s]
      13/80      0.94G      1.121      1.762     0.8398      1.328          7        640:  13%|█▎        | 67/519 [00:33<02:42,  2.78it/s]
      13/80      0.94G      1.116      1.761     0.8357      1.324         13        640:  13%|█▎        | 67/519 [00:33<02:42,  2.78it/s]
      13/80      0.94G      1.116      1.761     0.8357      1.324         13        640:  13%|█▎        | 68/519 [00:33<02:17,  3.27it/s]
      13/80      0.94G      1.117      1.763     0.8368      1.325          8        640:  13%|█▎        | 68/519 [00:34<02:17,  3.27it/s]
      13/80      0.94G      1.117      1.763     0.8368      1.325          8        640:  13%|█▎        | 69/519 [00:34<02:55,  2.57it/s]
      13/80      0.94G      1.118      1.763     0.8404      1.324         15        640:  13%|█▎        | 69/519 [00:34<02:55,  2.57it/s]
      13/80      0.94G      1.118      1.763     0.8404      1.324         15        640:  13%|█▎        | 70/519 [00:34<02:36,  2.86it/s]
      13/80      0.94G      1.124      1.768     0.8414      1.328         11        640:  13%|█▎        | 70/519 [00:35<02:36,  2.86it/s]
      13/80      0.94G      1.124      1.768     0.8414      1.328         11        640:  14%|█▎        | 71/519 [00:35<03:42,  2.02it/s]
      13/80      0.94G      1.125      1.768     0.8409      1.328         14        640:  14%|█▎        | 71/519 [00:35<03:42,  2.02it/s]
      13/80      0.94G      1.125      1.768     0.8409      1.328         14        640:  14%|█▍        | 72/519 [00:35<03:16,  2.28it/s]
      13/80      0.94G      1.126      1.761       0.84      1.328          7        640:  14%|█▍        | 72/519 [00:36<03:16,  2.28it/s]
      13/80      0.94G      1.126      1.761       0.84      1.328          7        640:  14%|█▍        | 73/519 [00:36<03:06,  2.39it/s]
      13/80      0.94G      1.126      1.759     0.8401      1.326         12        640:  14%|█▍        | 73/519 [00:36<03:06,  2.39it/s]
      13/80      0.94G      1.126      1.759     0.8401      1.326         12        640:  14%|█▍        | 74/519 [00:36<02:53,  2.57it/s]
      13/80      0.94G      1.131      1.758     0.8412      1.329          8        640:  14%|█▍        | 74/519 [00:37<02:53,  2.57it/s]
      13/80      0.94G      1.131      1.758     0.8412      1.329          8        640:  14%|█▍        | 75/519 [00:37<03:53,  1.90it/s]
      13/80      0.94G       1.13      1.766     0.8446      1.327          9        640:  14%|█▍        | 75/519 [00:37<03:53,  1.90it/s]
      13/80      0.94G       1.13      1.766     0.8446      1.327          9        640:  15%|█▍        | 76/519 [00:37<03:22,  2.18it/s]
      13/80      0.94G       1.13      1.768     0.8436      1.328          9        640:  15%|█▍        | 76/519 [00:38<03:22,  2.18it/s]
      13/80      0.94G       1.13      1.768     0.8436      1.328          9        640:  15%|█▍        | 77/519 [00:38<03:31,  2.09it/s]
      13/80      0.94G      1.127      1.763      0.844      1.327          8        640:  15%|█▍        | 77/519 [00:38<03:31,  2.09it/s]
      13/80      0.94G      1.127      1.763      0.844      1.327          8        640:  15%|█▌        | 78/519 [00:38<02:57,  2.48it/s]
      13/80      0.94G       1.13      1.761     0.8455      1.329         12        640:  15%|█▌        | 78/519 [00:38<02:57,  2.48it/s]
      13/80      0.94G       1.13      1.761     0.8455      1.329         12        640:  15%|█▌        | 79/519 [00:38<02:49,  2.59it/s]
      13/80      0.94G       1.13      1.755     0.8421      1.331          6        640:  15%|█▌        | 79/519 [00:38<02:49,  2.59it/s]
      13/80      0.94G       1.13      1.755     0.8421      1.331          6        640:  15%|█▌        | 80/519 [00:38<02:29,  2.94it/s]
      13/80      0.94G      1.131      1.762     0.8483       1.33          6        640:  15%|█▌        | 80/519 [00:39<02:29,  2.94it/s]
      13/80      0.94G      1.131      1.762     0.8483       1.33          6        640:  16%|█▌        | 81/519 [00:39<03:12,  2.27it/s]
      13/80      0.94G      1.134      1.765     0.8509      1.332         12        640:  16%|█▌        | 81/519 [00:39<03:12,  2.27it/s]
      13/80      0.94G      1.134      1.765     0.8509      1.332         12        640:  16%|█▌        | 82/519 [00:39<02:36,  2.79it/s]
      13/80      0.94G      1.131      1.768     0.8486      1.331         11        640:  16%|█▌        | 82/519 [00:40<02:36,  2.79it/s]
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      13/80      0.94G      1.129      1.765     0.8477      1.329          9        640:  16%|█▌        | 83/519 [00:40<03:43,  1.95it/s]
      13/80      0.94G      1.129      1.765     0.8477      1.329          9        640:  16%|█▌        | 84/519 [00:40<03:05,  2.35it/s]
      13/80      0.94G      1.128      1.771     0.8461      1.328          9        640:  16%|█▌        | 84/519 [00:41<03:05,  2.35it/s]
      13/80      0.94G      1.128      1.771     0.8461      1.328          9        640:  16%|█▋        | 85/519 [00:41<02:46,  2.61it/s]
      13/80      0.94G      1.125      1.772     0.8447      1.325         13        640:  16%|█▋        | 85/519 [00:41<02:46,  2.61it/s]
      13/80      0.94G      1.125      1.772     0.8447      1.325         13        640:  17%|█▋        | 86/519 [00:41<02:21,  3.07it/s]
      13/80      0.94G      1.123      1.766     0.8421      1.324          9        640:  17%|█▋        | 86/519 [00:42<02:21,  3.07it/s]
      13/80      0.94G      1.123      1.766     0.8421      1.324          9        640:  17%|█▋        | 87/519 [00:42<04:11,  1.72it/s]
      13/80      0.94G      1.117      1.763     0.8377      1.321          6        640:  17%|█▋        | 87/519 [00:42<04:11,  1.72it/s]
      13/80      0.94G      1.117      1.763     0.8377      1.321          6        640:  17%|█▋        | 88/519 [00:42<03:24,  2.10it/s]
      13/80      0.94G      1.115      1.763     0.8369       1.32         11        640:  17%|█▋        | 88/519 [00:43<03:24,  2.10it/s]
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      13/80      0.94G      1.115      1.761     0.8384      1.319         10        640:  17%|█▋        | 89/519 [00:43<03:58,  1.80it/s]
      13/80      0.94G      1.115      1.761     0.8384      1.319         10        640:  17%|█▋        | 90/519 [00:43<03:23,  2.11it/s]
      13/80      0.94G      1.116      1.769     0.8363      1.319         10        640:  17%|█▋        | 90/519 [00:43<03:23,  2.11it/s]
      13/80      0.94G      1.116      1.769     0.8363      1.319         10        640:  18%|█▊        | 91/519 [00:43<02:51,  2.49it/s]
      13/80      0.94G      1.112      1.761     0.8329      1.317          9        640:  18%|█▊        | 91/519 [00:44<02:51,  2.49it/s]
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      13/80      0.94G      1.109      1.756     0.8318      1.314          9        640:  18%|█▊        | 92/519 [00:45<02:35,  2.75it/s]
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      13/80      0.94G      1.104      1.748     0.8281      1.311         13        640:  18%|█▊        | 94/519 [00:45<03:20,  2.12it/s]
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      13/80      0.94G      1.106      1.749     0.8267      1.312          8        640:  19%|█▊        | 97/519 [00:47<04:08,  1.70it/s]
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      13/80      0.94G      1.093      1.786     0.8231      1.325         12        640:  94%|█████████▍| 488/519 [03:47<00:16,  1.90it/s]
      13/80      0.94G      1.093      1.785     0.8228      1.325         10        640:  94%|█████████▍| 488/519 [03:48<00:16,  1.90it/s]
      13/80      0.94G      1.093      1.785     0.8228      1.325         10        640:  94%|█████████▍| 489/519 [03:48<00:13,  2.18it/s]
      13/80      0.94G      1.093      1.787     0.8231      1.325          8        640:  94%|█████████▍| 489/519 [03:48<00:13,  2.18it/s]
      13/80      0.94G      1.093      1.787     0.8231      1.325          8        640:  94%|█████████▍| 490/519 [03:48<00:11,  2.48it/s]
      13/80      0.94G      1.094      1.788     0.8241      1.326         12        640:  94%|█████████▍| 490/519 [03:49<00:11,  2.48it/s]
      13/80      0.94G      1.094      1.788     0.8241      1.326         12        640:  95%|█████████▍| 491/519 [03:49<00:15,  1.83it/s]
      13/80      0.94G      1.093      1.787     0.8237      1.325         12        640:  95%|█████████▍| 491/519 [03:49<00:15,  1.83it/s]
      13/80      0.94G      1.093      1.787     0.8237      1.325         12        640:  95%|█████████▍| 492/519 [03:49<00:12,  2.16it/s]
      13/80      0.94G      1.093      1.787     0.8233      1.325          9        640:  95%|█████████▍| 492/519 [03:49<00:12,  2.16it/s]
      13/80      0.94G      1.093      1.787     0.8233      1.325          9        640:  95%|█████████▍| 493/519 [03:49<00:10,  2.54it/s]
      13/80      0.94G      1.093      1.787     0.8232      1.325         13        640:  95%|█████████▍| 493/519 [03:49<00:10,  2.54it/s]
      13/80      0.94G      1.093      1.787     0.8232      1.325         13        640:  95%|█████████▌| 494/519 [03:49<00:08,  2.87it/s]
      13/80      0.94G      1.093      1.788     0.8232      1.324          9        640:  95%|█████████▌| 494/519 [03:50<00:08,  2.87it/s]
      13/80      0.94G      1.093      1.788     0.8232      1.324          9        640:  95%|█████████▌| 495/519 [03:50<00:13,  1.81it/s]
      13/80      0.94G      1.093      1.787     0.8229      1.324         12        640:  95%|█████████▌| 495/519 [03:51<00:13,  1.81it/s]
      13/80      0.94G      1.093      1.787     0.8229      1.324         12        640:  96%|█████████▌| 496/519 [03:51<00:10,  2.18it/s]
      13/80      0.94G      1.092      1.787     0.8225      1.324          8        640:  96%|█████████▌| 496/519 [03:51<00:10,  2.18it/s]
      13/80      0.94G      1.092      1.787     0.8225      1.324          8        640:  96%|█████████▌| 497/519 [03:51<00:08,  2.55it/s]
      13/80      0.94G      1.092      1.787     0.8224      1.324         10        640:  96%|█████████▌| 497/519 [03:51<00:08,  2.55it/s]
      13/80      0.94G      1.092      1.787     0.8224      1.324         10        640:  96%|█████████▌| 498/519 [03:51<00:07,  2.95it/s]
      13/80      0.94G      1.092      1.786     0.8221      1.323         12        640:  96%|█████████▌| 498/519 [03:52<00:07,  2.95it/s]
      13/80      0.94G      1.092      1.786     0.8221      1.323         12        640:  96%|█████████▌| 499/519 [03:52<00:11,  1.74it/s]
      13/80      0.94G      1.092      1.785     0.8217      1.323         10        640:  96%|█████████▌| 499/519 [03:53<00:11,  1.74it/s]
      13/80      0.94G      1.092      1.785     0.8217      1.323         10        640:  96%|█████████▋| 500/519 [03:53<00:09,  2.09it/s]
      13/80      0.94G      1.092      1.786     0.8217      1.323         11        640:  96%|█████████▋| 500/519 [03:53<00:09,  2.09it/s]
      13/80      0.94G      1.092      1.786     0.8217      1.323         11        640:  97%|█████████▋| 501/519 [03:53<00:07,  2.52it/s]
      13/80      0.94G      1.092      1.786     0.8215      1.323          9        640:  97%|█████████▋| 501/519 [03:53<00:07,  2.52it/s]
      13/80      0.94G      1.092      1.786     0.8215      1.323          9        640:  97%|█████████▋| 502/519 [03:53<00:05,  2.88it/s]
      13/80      0.94G      1.092      1.788     0.8215      1.323         11        640:  97%|█████████▋| 502/519 [03:54<00:05,  2.88it/s]
      13/80      0.94G      1.092      1.788     0.8215      1.323         11        640:  97%|█████████▋| 503/519 [03:54<00:07,  2.06it/s]
      13/80      0.94G      1.092      1.789     0.8213      1.323          9        640:  97%|█████████▋| 503/519 [03:54<00:07,  2.06it/s]
      13/80      0.94G      1.092      1.789     0.8213      1.323          9        640:  97%|█████████▋| 504/519 [03:54<00:06,  2.39it/s]
      13/80      0.94G      1.091      1.789     0.8213      1.323          9        640:  97%|█████████▋| 504/519 [03:54<00:06,  2.39it/s]
      13/80      0.94G      1.091      1.789     0.8213      1.323          9        640:  97%|█████████▋| 505/519 [03:54<00:05,  2.76it/s]
      13/80      0.94G      1.091      1.789      0.821      1.323          9        640:  97%|█████████▋| 505/519 [03:55<00:05,  2.76it/s]
      13/80      0.94G      1.091      1.789      0.821      1.323          9        640:  97%|█████████▋| 506/519 [03:55<00:04,  2.88it/s]
      13/80      0.94G      1.091      1.788     0.8209      1.323          8        640:  97%|█████████▋| 506/519 [03:55<00:04,  2.88it/s]
      13/80      0.94G      1.091      1.788     0.8209      1.323          8        640:  98%|█████████▊| 507/519 [03:55<00:05,  2.07it/s]
      13/80      0.94G      1.091      1.787     0.8204      1.324          7        640:  98%|█████████▊| 507/519 [03:56<00:05,  2.07it/s]
      13/80      0.94G      1.091      1.787     0.8204      1.324          7        640:  98%|█████████▊| 508/519 [03:56<00:04,  2.44it/s]
      13/80      0.94G       1.09      1.786     0.8198      1.323          5        640:  98%|█████████▊| 508/519 [03:56<00:04,  2.44it/s]
      13/80      0.94G       1.09      1.786     0.8198      1.323          5        640:  98%|█████████▊| 509/519 [03:56<00:03,  2.77it/s]
      13/80      0.94G       1.09      1.784     0.8194      1.323          6        640:  98%|█████████▊| 509/519 [03:56<00:03,  2.77it/s]
      13/80      0.94G       1.09      1.784     0.8194      1.323          6        640:  98%|█████████▊| 510/519 [03:56<00:02,  3.14it/s]
      13/80      0.94G      1.091      1.786       0.82      1.323         11        640:  98%|█████████▊| 510/519 [03:57<00:02,  3.14it/s]
      13/80      0.94G      1.091      1.786       0.82      1.323         11        640:  98%|█████████▊| 511/519 [03:57<00:03,  2.05it/s]
      13/80      0.94G      1.091      1.785     0.8198      1.323          8        640:  98%|█████████▊| 511/519 [03:57<00:03,  2.05it/s]
      13/80      0.94G      1.091      1.785     0.8198      1.323          8        640:  99%|█████████▊| 512/519 [03:57<00:02,  2.41it/s]
      13/80      0.94G       1.09      1.784     0.8193      1.323         10        640:  99%|█████████▊| 512/519 [03:57<00:02,  2.41it/s]
      13/80      0.94G       1.09      1.784     0.8193      1.323         10        640:  99%|█████████▉| 513/519 [03:57<00:02,  2.80it/s]
      13/80      0.94G       1.09      1.785     0.8193      1.322         10        640:  99%|█████████▉| 513/519 [03:58<00:02,  2.80it/s]
      13/80      0.94G       1.09      1.785     0.8193      1.322         10        640:  99%|█████████▉| 514/519 [03:58<00:01,  3.15it/s]
      13/80      0.94G       1.09      1.785     0.8194      1.323         11        640:  99%|█████████▉| 514/519 [03:58<00:01,  3.15it/s]
      13/80      0.94G       1.09      1.785     0.8194      1.323         11        640:  99%|█████████▉| 515/519 [03:58<00:01,  2.10it/s]
      13/80      0.94G       1.09      1.785     0.8206      1.323         10        640:  99%|█████████▉| 515/519 [03:59<00:01,  2.10it/s]
      13/80      0.94G       1.09      1.785     0.8206      1.323         10        640:  99%|█████████▉| 516/519 [03:59<00:01,  2.70it/s]
      13/80      0.94G      1.091      1.785     0.8209      1.323         14        640:  99%|█████████▉| 516/519 [03:59<00:01,  2.70it/s]
      13/80      0.94G      1.091      1.785     0.8209      1.323         14        640: 100%|█████████▉| 517/519 [03:59<00:00,  3.42it/s]
      13/80      0.94G       1.09      1.785     0.8209      1.323         11        640: 100%|█████████▉| 517/519 [03:59<00:00,  3.42it/s]
      13/80      0.94G      1.091      1.785     0.8213      1.323          6        640: 100%|█████████▉| 517/519 [03:59<00:00,  3.42it/s]
      13/80      0.94G      1.091      1.785     0.8213      1.323          6        640: 100%|██████████| 519/519 [03:59<00:00,  4.40it/s]
      13/80      0.94G      1.091      1.785     0.8213      1.323          6        640: 100%|██████████| 519/519 [03:59<00:00,  2.17it/s]
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                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:43,  6.31s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:59,  2.84s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:50,  1.79s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:16,  1.26s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<01:00,  1.01s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:50,  1.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:42,  1.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:37,  1.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:31,  1.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:26,  2.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:23,  2.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:22,  2.39it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:20,  2.49it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:22,  2.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:22,  2.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:23,  2.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:23,  2.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:24,  1.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:23,  1.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:24,  1.81it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:25,  1.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:21,  1.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:18,  2.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.31it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:05,  5.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:18<00:04,  6.46it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.83it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.08it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:19<00:03,  6.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.36it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.40it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:20<00:03,  6.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.49it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.49it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  8.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:21<00:01,  8.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:00,  9.27it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  89%|████████▉ | 58/65 [00:22<00:00,  9.55it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  92%|█████████▏| 60/65 [00:22<00:00,  9.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:22<00:00,  9.83it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  98%|█████████▊| 64/65 [00:22<00:00,  9.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.80it/s]
-                   all        519        519      0.945      0.938      0.979      0.712      0.947       0.94      0.978      0.697
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
      14/80      0.94G      1.072       1.74     0.6462      1.385         11        640:   0%|          | 0/519 [00:03<?, ?it/s]
      14/80      0.94G      1.072       1.74     0.6462      1.385         11        640:   0%|          | 1/519 [00:03<28:16,  3.27s/it]
      14/80      0.94G      1.171      2.082     0.7923      1.557          6        640:   0%|          | 1/519 [00:03<28:16,  3.27s/it]
      14/80      0.94G      1.171      2.082     0.7923      1.557          6        640:   0%|          | 2/519 [00:03<13:12,  1.53s/it]
      14/80      0.94G      1.167      2.049     0.7526      1.529          6        640:   0%|          | 2/519 [00:03<13:12,  1.53s/it]
      14/80      0.94G      1.167      2.049     0.7526      1.529          6        640:   1%|          | 3/519 [00:03<08:07,  1.06it/s]
      14/80      0.94G      1.097       1.94     0.6808      1.456          8        640:   1%|          | 3/519 [00:03<08:07,  1.06it/s]
      14/80      0.94G      1.097       1.94     0.6808      1.456          8        640:   1%|          | 4/519 [00:03<05:19,  1.61it/s]
      14/80      0.94G      1.115      1.928     0.6959      1.446          9        640:   1%|          | 4/519 [00:04<05:19,  1.61it/s]
      14/80      0.94G      1.115      1.928     0.6959      1.446          9        640:   1%|          | 5/519 [00:04<05:20,  1.60it/s]
      14/80      0.94G      1.189      2.031     0.7187      1.513         11        640:   1%|          | 5/519 [00:05<05:20,  1.60it/s]
      14/80      0.94G      1.189      2.031     0.7187      1.513         11        640:   1%|          | 6/519 [00:05<05:19,  1.61it/s]
      14/80      0.94G      1.129      1.955     0.6973      1.497          5        640:   1%|          | 6/519 [00:05<05:19,  1.61it/s]
      14/80      0.94G      1.129      1.955     0.6973      1.497          5        640:   1%|▏         | 7/519 [00:05<03:57,  2.16it/s]
      14/80      0.94G      1.191      2.077     0.7715      1.517          9        640:   1%|▏         | 7/519 [00:05<03:57,  2.16it/s]
      14/80      0.94G      1.191      2.077     0.7715      1.517          9        640:   2%|▏         | 8/519 [00:05<02:58,  2.86it/s]
      14/80      0.94G      1.199      2.095     0.7768      1.499         11        640:   2%|▏         | 8/519 [00:06<02:58,  2.86it/s]
      14/80      0.94G      1.199      2.095     0.7768      1.499         11        640:   2%|▏         | 9/519 [00:06<04:20,  1.96it/s]
      14/80      0.94G      1.181      2.031     0.7689      1.476         11        640:   2%|▏         | 9/519 [00:07<04:20,  1.96it/s]
      14/80      0.94G      1.181      2.031     0.7689      1.476         11        640:   2%|▏         | 10/519 [00:07<04:53,  1.73it/s]
      14/80      0.94G      1.156      1.981     0.7729      1.446         14        640:   2%|▏         | 10/519 [00:07<04:53,  1.73it/s]
      14/80      0.94G      1.156      1.981     0.7729      1.446         14        640:   2%|▏         | 11/519 [00:07<04:01,  2.10it/s]
      14/80      0.94G      1.173      1.967      0.787      1.448         14        640:   2%|▏         | 11/519 [00:07<04:01,  2.10it/s]
      14/80      0.94G      1.173      1.967      0.787      1.448         14        640:   2%|▏         | 12/519 [00:07<03:59,  2.12it/s]
      14/80      0.94G      1.203      1.987     0.8292      1.456         11        640:   2%|▏         | 12/519 [00:08<03:59,  2.12it/s]
      14/80      0.94G      1.203      1.987     0.8292      1.456         11        640:   3%|▎         | 13/519 [00:08<05:37,  1.50it/s]
      14/80      0.94G      1.218      1.991     0.8471      1.465          7        640:   3%|▎         | 13/519 [00:09<05:37,  1.50it/s]
      14/80      0.94G      1.218      1.991     0.8471      1.465          7        640:   3%|▎         | 14/519 [00:09<04:26,  1.90it/s]
      14/80      0.94G      1.208      1.965     0.8449       1.45         11        640:   3%|▎         | 14/519 [00:09<04:26,  1.90it/s]
      14/80      0.94G      1.208      1.965     0.8449       1.45         11        640:   3%|▎         | 15/519 [00:09<03:39,  2.29it/s]
      14/80      0.94G      1.217      1.984      0.838      1.456          8        640:   3%|▎         | 15/519 [00:10<03:39,  2.29it/s]
      14/80      0.94G      1.217      1.984      0.838      1.456          8        640:   3%|▎         | 16/519 [00:10<05:31,  1.52it/s]
      14/80      0.94G      1.211       1.97     0.8309      1.465          5        640:   3%|▎         | 16/519 [00:10<05:31,  1.52it/s]
      14/80      0.94G      1.211       1.97     0.8309      1.465          5        640:   3%|▎         | 17/519 [00:10<04:27,  1.88it/s]
      14/80      0.94G      1.202      1.961     0.8207      1.452         14        640:   3%|▎         | 17/519 [00:11<04:27,  1.88it/s]
      14/80      0.94G      1.202      1.961     0.8207      1.452         14        640:   3%|▎         | 18/519 [00:11<03:52,  2.15it/s]
      14/80      0.94G      1.187      1.936     0.8214      1.434         12        640:   3%|▎         | 18/519 [00:11<03:52,  2.15it/s]
      14/80      0.94G      1.187      1.936     0.8214      1.434         12        640:   4%|▎         | 19/519 [00:11<03:19,  2.51it/s]
      14/80      0.94G      1.191      1.953     0.8395      1.441         10        640:   4%|▎         | 19/519 [00:11<03:19,  2.51it/s]
      14/80      0.94G      1.191      1.953     0.8395      1.441         10        640:   4%|▍         | 20/519 [00:11<03:50,  2.17it/s]
      14/80      0.94G      1.174      1.937     0.8279      1.428         10        640:   4%|▍         | 20/519 [00:12<03:50,  2.17it/s]
      14/80      0.94G      1.174      1.937     0.8279      1.428         10        640:   4%|▍         | 21/519 [00:12<03:12,  2.59it/s]
      14/80      0.94G      1.173      1.932     0.8219      1.428         12        640:   4%|▍         | 21/519 [00:12<03:12,  2.59it/s]
      14/80      0.94G      1.173      1.932     0.8219      1.428         12        640:   4%|▍         | 22/519 [00:12<04:02,  2.05it/s]
      14/80      0.94G      1.165      1.906     0.8138      1.414         10        640:   4%|▍         | 22/519 [00:13<04:02,  2.05it/s]
      14/80      0.94G      1.165      1.906     0.8138      1.414         10        640:   4%|▍         | 23/519 [00:13<03:21,  2.46it/s]
      14/80      0.94G       1.17      1.925     0.8181      1.411          8        640:   4%|▍         | 23/519 [00:13<03:21,  2.46it/s]
      14/80      0.94G       1.17      1.925     0.8181      1.411          8        640:   5%|▍         | 24/519 [00:13<04:19,  1.90it/s]
      14/80      0.94G       1.18       1.92     0.8215      1.417          8        640:   5%|▍         | 24/519 [00:14<04:19,  1.90it/s]
      14/80      0.94G       1.18       1.92     0.8215      1.417          8        640:   5%|▍         | 25/519 [00:14<03:28,  2.36it/s]
      14/80      0.94G      1.175      1.926     0.8218      1.414         12        640:   5%|▍         | 25/519 [00:14<03:28,  2.36it/s]
      14/80      0.94G      1.175      1.926     0.8218      1.414         12        640:   5%|▌         | 26/519 [00:14<04:16,  1.92it/s]
      14/80      0.94G      1.168      1.916     0.8151      1.409         14        640:   5%|▌         | 26/519 [00:14<04:16,  1.92it/s]
      14/80      0.94G      1.168      1.916     0.8151      1.409         14        640:   5%|▌         | 27/519 [00:14<03:25,  2.39it/s]
      14/80      0.94G      1.163      1.906     0.8172      1.411         10        640:   5%|▌         | 27/519 [00:15<03:25,  2.39it/s]
      14/80      0.94G      1.163      1.906     0.8172      1.411         10        640:   5%|▌         | 28/519 [00:15<03:02,  2.70it/s]
      14/80      0.94G      1.164      1.918     0.8276       1.41          7        640:   5%|▌         | 28/519 [00:16<03:02,  2.70it/s]
      14/80      0.94G      1.164      1.918     0.8276       1.41          7        640:   6%|▌         | 29/519 [00:16<04:40,  1.75it/s]
      14/80      0.94G      1.165      1.913     0.8306      1.405         11        640:   6%|▌         | 29/519 [00:16<04:40,  1.75it/s]
      14/80      0.94G      1.165      1.913     0.8306      1.405         11        640:   6%|▌         | 30/519 [00:16<03:42,  2.20it/s]
      14/80      0.94G      1.164      1.912     0.8289        1.4         12        640:   6%|▌         | 30/519 [00:16<03:42,  2.20it/s]
      14/80      0.94G      1.164      1.912     0.8289        1.4         12        640:   6%|▌         | 31/519 [00:16<03:11,  2.55it/s]
      14/80      0.94G      1.163      1.902     0.8285      1.399          9        640:   6%|▌         | 31/519 [00:16<03:11,  2.55it/s]
      14/80      0.94G      1.163      1.902     0.8285      1.399          9        640:   6%|▌         | 32/519 [00:16<02:45,  2.94it/s]
      14/80      0.94G      1.163      1.899     0.8291      1.395         11        640:   6%|▌         | 32/519 [00:18<02:45,  2.94it/s]
      14/80      0.94G      1.163      1.899     0.8291      1.395         11        640:   6%|▋         | 33/519 [00:18<05:36,  1.44it/s]
      14/80      0.94G      1.164      1.895     0.8319      1.392         10        640:   6%|▋         | 33/519 [00:18<05:36,  1.44it/s]
      14/80      0.94G      1.164      1.895     0.8319      1.392         10        640:   7%|▋         | 34/519 [00:18<04:37,  1.75it/s]
      14/80      0.94G      1.153      1.888     0.8243      1.383         13        640:   7%|▋         | 34/519 [00:18<04:37,  1.75it/s]
      14/80      0.94G      1.153      1.888     0.8243      1.383         13        640:   7%|▋         | 35/519 [00:18<03:55,  2.06it/s]
      14/80      0.94G      1.147      1.887     0.8199      1.378         13        640:   7%|▋         | 35/519 [00:19<03:55,  2.06it/s]
      14/80      0.94G      1.147      1.887     0.8199      1.378         13        640:   7%|▋         | 36/519 [00:19<03:15,  2.47it/s]
      14/80      0.94G      1.151      1.891     0.8238       1.38         12        640:   7%|▋         | 36/519 [00:20<03:15,  2.47it/s]
      14/80      0.94G      1.151      1.891     0.8238       1.38         12        640:   7%|▋         | 37/519 [00:20<05:07,  1.57it/s]
      14/80      0.94G      1.143      1.886     0.8184      1.373          8        640:   7%|▋         | 37/519 [00:20<05:07,  1.57it/s]
      14/80      0.94G      1.143      1.886     0.8184      1.373          8        640:   7%|▋         | 38/519 [00:20<04:03,  1.97it/s]
      14/80      0.94G      1.137      1.871     0.8135      1.367         12        640:   7%|▋         | 38/519 [00:20<04:03,  1.97it/s]
      14/80      0.94G      1.137      1.871     0.8135      1.367         12        640:   8%|▊         | 39/519 [00:20<03:23,  2.36it/s]
      14/80      0.94G       1.14      1.868     0.8163      1.369          7        640:   8%|▊         | 39/519 [00:21<03:23,  2.36it/s]
      14/80      0.94G       1.14      1.868     0.8163      1.369          7        640:   8%|▊         | 40/519 [00:21<02:54,  2.74it/s]
      14/80      0.94G      1.139      1.866     0.8137      1.368         12        640:   8%|▊         | 40/519 [00:22<02:54,  2.74it/s]
      14/80      0.94G      1.139      1.866     0.8137      1.368         12        640:   8%|▊         | 41/519 [00:22<05:46,  1.38it/s]
      14/80      0.94G      1.129      1.852     0.8077      1.364          6        640:   8%|▊         | 41/519 [00:22<05:46,  1.38it/s]
      14/80      0.94G      1.129      1.852     0.8077      1.364          6        640:   8%|▊         | 42/519 [00:22<04:31,  1.76it/s]
      14/80      0.94G      1.127      1.867      0.812      1.364          7        640:   8%|▊         | 42/519 [00:23<04:31,  1.76it/s]
      14/80      0.94G      1.127      1.867      0.812      1.364          7        640:   8%|▊         | 43/519 [00:23<03:47,  2.09it/s]
      14/80      0.94G      1.125       1.87     0.8127       1.36          9        640:   8%|▊         | 43/519 [00:23<03:47,  2.09it/s]
      14/80      0.94G      1.125       1.87     0.8127       1.36          9        640:   8%|▊         | 44/519 [00:23<03:08,  2.52it/s]
      14/80      0.94G      1.123      1.866     0.8089      1.367          4        640:   8%|▊         | 44/519 [00:24<03:08,  2.52it/s]
      14/80      0.94G      1.123      1.866     0.8089      1.367          4        640:   9%|▊         | 45/519 [00:24<05:18,  1.49it/s]
      14/80      0.94G      1.118       1.86       0.81      1.365          8        640:   9%|▊         | 45/519 [00:24<05:18,  1.49it/s]
      14/80      0.94G      1.118       1.86       0.81      1.365          8        640:   9%|▉         | 46/519 [00:24<04:11,  1.88it/s]
      14/80      0.94G      1.113      1.855     0.8054      1.362         12        640:   9%|▉         | 46/519 [00:25<04:11,  1.88it/s]
      14/80      0.94G      1.113      1.855     0.8054      1.362         12        640:   9%|▉         | 47/519 [00:25<03:28,  2.26it/s]
      14/80      0.94G      1.116       1.85     0.8108      1.365          7        640:   9%|▉         | 47/519 [00:25<03:28,  2.26it/s]
      14/80      0.94G      1.116       1.85     0.8108      1.365          7        640:   9%|▉         | 48/519 [00:25<03:02,  2.59it/s]
      14/80      0.94G      1.112      1.838     0.8097      1.361         14        640:   9%|▉         | 48/519 [00:25<03:02,  2.59it/s]
      14/80      0.94G      1.112      1.838     0.8097      1.361         14        640:   9%|▉         | 49/519 [00:25<03:42,  2.11it/s]
      14/80      0.94G      1.105      1.834     0.8081      1.357         10        640:   9%|▉         | 49/519 [00:26<03:42,  2.11it/s]
      14/80      0.94G      1.105      1.834     0.8081      1.357         10        640:  10%|▉         | 50/519 [00:26<03:19,  2.35it/s]
      14/80      0.94G      1.116      1.858     0.8251      1.364         12        640:  10%|▉         | 50/519 [00:26<03:19,  2.35it/s]
      14/80      0.94G      1.116      1.858     0.8251      1.364         12        640:  10%|▉         | 51/519 [00:26<02:56,  2.66it/s]
      14/80      0.94G      1.118      1.852     0.8226      1.361         12        640:  10%|▉         | 51/519 [00:26<02:56,  2.66it/s]
      14/80      0.94G      1.118      1.852     0.8226      1.361         12        640:  10%|█         | 52/519 [00:26<02:38,  2.95it/s]
      14/80      0.94G      1.113      1.845     0.8191      1.356          9        640:  10%|█         | 52/519 [00:27<02:38,  2.95it/s]
      14/80      0.94G      1.113      1.845     0.8191      1.356          9        640:  10%|█         | 53/519 [00:27<02:47,  2.78it/s]
      14/80      0.94G      1.106      1.833     0.8152      1.352          6        640:  10%|█         | 53/519 [00:27<02:47,  2.78it/s]
      14/80      0.94G      1.106      1.833     0.8152      1.352          6        640:  10%|█         | 54/519 [00:27<02:24,  3.21it/s]
      14/80      0.94G      1.104      1.842     0.8173       1.35          9        640:  10%|█         | 54/519 [00:27<02:24,  3.21it/s]
      14/80      0.94G      1.104      1.842     0.8173       1.35          9        640:  11%|█         | 55/519 [00:27<02:16,  3.41it/s]
      14/80      0.94G      1.105      1.848     0.8175      1.351         12        640:  11%|█         | 55/519 [00:27<02:16,  3.41it/s]
      14/80      0.94G      1.105      1.848     0.8175      1.351         12        640:  11%|█         | 56/519 [00:27<02:10,  3.55it/s]
      14/80      0.94G      1.099      1.851     0.8148      1.346         11        640:  11%|█         | 56/519 [00:28<02:10,  3.55it/s]
      14/80      0.94G      1.099      1.851     0.8148      1.346         11        640:  11%|█         | 57/519 [00:28<03:56,  1.95it/s]
      14/80      0.94G      1.098      1.855     0.8147      1.344          9        640:  11%|█         | 57/519 [00:29<03:56,  1.95it/s]
      14/80      0.94G      1.098      1.855     0.8147      1.344          9        640:  11%|█         | 58/519 [00:29<03:45,  2.05it/s]
      14/80      0.94G      1.096      1.851     0.8127      1.342         11        640:  11%|█         | 58/519 [00:29<03:45,  2.05it/s]
      14/80      0.94G      1.096      1.851     0.8127      1.342         11        640:  11%|█▏        | 59/519 [00:29<03:05,  2.47it/s]
      14/80      0.94G      1.097      1.846     0.8092      1.344          9        640:  11%|█▏        | 59/519 [00:29<03:05,  2.47it/s]
      14/80      0.94G      1.097      1.846     0.8092      1.344          9        640:  12%|█▏        | 60/519 [00:29<02:44,  2.79it/s]
      14/80      0.94G      1.098      1.844     0.8145      1.344         11        640:  12%|█▏        | 60/519 [00:31<02:44,  2.79it/s]
      14/80      0.94G      1.098      1.844     0.8145      1.344         11        640:  12%|█▏        | 61/519 [00:31<04:38,  1.64it/s]
      14/80      0.94G      1.097      1.837     0.8107      1.346          8        640:  12%|█▏        | 61/519 [00:31<04:38,  1.64it/s]
      14/80      0.94G      1.097      1.837     0.8107      1.346          8        640:  12%|█▏        | 62/519 [00:31<04:52,  1.56it/s]
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      14/80      0.94G      1.102      1.774     0.8072      1.333         13        640:  97%|█████████▋| 504/519 [03:54<00:06,  2.49it/s]
      14/80      0.94G      1.102      1.774     0.8072      1.333         13        640:  97%|█████████▋| 505/519 [03:54<00:06,  2.24it/s]
      14/80      0.94G      1.102      1.774     0.8073      1.333          8        640:  97%|█████████▋| 505/519 [03:55<00:06,  2.24it/s]
      14/80      0.94G      1.102      1.774     0.8073      1.333          8        640:  97%|█████████▋| 506/519 [03:55<00:07,  1.67it/s]
      14/80      0.94G      1.102      1.774     0.8074      1.333         12        640:  97%|█████████▋| 506/519 [03:55<00:07,  1.67it/s]
      14/80      0.94G      1.102      1.774     0.8074      1.333         12        640:  98%|█████████▊| 507/519 [03:55<00:05,  2.06it/s]
      14/80      0.94G      1.101      1.773     0.8069      1.333          7        640:  98%|█████████▊| 507/519 [03:56<00:05,  2.06it/s]
      14/80      0.94G      1.101      1.773     0.8069      1.333          7        640:  98%|█████████▊| 508/519 [03:56<00:04,  2.36it/s]
      14/80      0.94G      1.102      1.773     0.8073      1.333          6        640:  98%|█████████▊| 508/519 [03:56<00:04,  2.36it/s]
      14/80      0.94G      1.102      1.773     0.8073      1.333          6        640:  98%|█████████▊| 509/519 [03:56<00:03,  2.84it/s]
      14/80      0.94G      1.101      1.772     0.8072      1.333         12        640:  98%|█████████▊| 509/519 [03:57<00:03,  2.84it/s]
      14/80      0.94G      1.101      1.772     0.8072      1.333         12        640:  98%|█████████▊| 510/519 [03:57<00:05,  1.74it/s]
      14/80      0.94G      1.101      1.772     0.8073      1.333         13        640:  98%|█████████▊| 510/519 [03:57<00:05,  1.74it/s]
      14/80      0.94G      1.101      1.772     0.8073      1.333         13        640:  98%|█████████▊| 511/519 [03:57<00:03,  2.14it/s]
      14/80      0.94G      1.101      1.774      0.807      1.332          5        640:  98%|█████████▊| 511/519 [03:57<00:03,  2.14it/s]
      14/80      0.94G      1.101      1.774      0.807      1.332          5        640:  99%|█████████▊| 512/519 [03:57<00:02,  2.48it/s]
      14/80      0.94G      1.101      1.774     0.8068      1.332         10        640:  99%|█████████▊| 512/519 [03:58<00:02,  2.48it/s]
      14/80      0.94G      1.101      1.774     0.8068      1.332         10        640:  99%|█████████▉| 513/519 [03:58<00:01,  3.00it/s]
      14/80      0.94G      1.101      1.774     0.8066      1.332          8        640:  99%|█████████▉| 513/519 [03:59<00:01,  3.00it/s]
      14/80      0.94G      1.101      1.774     0.8066      1.332          8        640:  99%|█████████▉| 514/519 [03:59<00:03,  1.65it/s]
      14/80      0.94G        1.1      1.773     0.8066      1.332         10        640:  99%|█████████▉| 514/519 [03:59<00:03,  1.65it/s]
      14/80      0.94G        1.1      1.773     0.8066      1.332         10        640:  99%|█████████▉| 515/519 [03:59<00:01,  2.12it/s]
      14/80      0.94G        1.1      1.773     0.8069      1.332         10        640:  99%|█████████▉| 515/519 [03:59<00:01,  2.12it/s]
      14/80      0.94G        1.1      1.773     0.8069      1.332         10        640:  99%|█████████▉| 516/519 [03:59<00:01,  2.68it/s]
      14/80      0.94G        1.1      1.774     0.8071      1.332         12        640:  99%|█████████▉| 516/519 [03:59<00:01,  2.68it/s]
      14/80      0.94G        1.1      1.772     0.8067      1.333          7        640:  99%|█████████▉| 516/519 [03:59<00:01,  2.68it/s]
      14/80      0.94G        1.1      1.772     0.8067      1.333          7        640: 100%|█████████▉| 518/519 [03:59<00:00,  3.98it/s]
      14/80      0.94G        1.1      1.773     0.8065      1.333          9        640: 100%|█████████▉| 518/519 [03:59<00:00,  3.98it/s]
      14/80      0.94G        1.1      1.773     0.8065      1.333          9        640: 100%|██████████| 519/519 [04:00<00:00,  2.16it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:39,  6.24s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:54,  2.76s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:06<01:42,  1.65s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:11,  1.17s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:56,  1.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:46,  1.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:08<00:42,  1.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:37,  1.53it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:09<00:31,  1.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:26,  2.08it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:24,  2.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:10<00:24,  2.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:24,  2.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:11<00:23,  2.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:25,  1.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:26,  1.81it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:24,  1.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:22,  2.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:23,  1.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:15<00:23,  1.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:25,  1.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:25,  1.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:22,  1.82it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:19,  2.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:17<00:15,  2.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:12,  3.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:08,  4.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:05,  5.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:18<00:05,  6.27it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.82it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.93it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  7.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  6.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:19<00:03,  6.59it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:04,  5.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  5.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  5.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  5.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  5.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:03,  5.58it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  5.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  5.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  5.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:21<00:02,  6.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  7.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  82%|████████▏ | 53/65 [00:22<00:01,  7.75it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:22<00:01,  8.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  8.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:01,  8.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  8.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  89%|████████▉ | 58/65 [00:22<00:00,  8.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  92%|█████████▏| 60/65 [00:22<00:00,  9.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:23<00:00,  9.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:23<00:00,  9.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  98%|█████████▊| 64/65 [00:23<00:00,  9.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.75it/s]
-                   all        519        519      0.903      0.883       0.95      0.666      0.914      0.854      0.941      0.636
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
      15/80      0.94G     0.8516      1.758     0.7797      1.052          7        640:   0%|          | 0/519 [00:02<?, ?it/s]
      15/80      0.94G     0.8516      1.758     0.7797      1.052          7        640:   0%|          | 1/519 [00:02<23:56,  2.77s/it]
      15/80      0.94G     0.8624       1.66     0.7315      1.131         10        640:   0%|          | 1/519 [00:03<23:56,  2.77s/it]
      15/80      0.94G     0.8624       1.66     0.7315      1.131         10        640:   0%|          | 2/519 [00:03<11:12,  1.30s/it]
      15/80      0.94G     0.8032       1.61     0.6506       1.12          7        640:   0%|          | 2/519 [00:03<11:12,  1.30s/it]
      15/80      0.94G     0.8032       1.61     0.6506       1.12          7        640:   1%|          | 3/519 [00:03<06:57,  1.23it/s]
      15/80      0.94G     0.8824      1.572       0.71      1.187         12        640:   1%|          | 3/519 [00:03<06:57,  1.23it/s]
      15/80      0.94G     0.8824      1.572       0.71      1.187         12        640:   1%|          | 4/519 [00:03<05:03,  1.70it/s]
      15/80      0.94G     0.9252      1.716     0.8209      1.214          8        640:   1%|          | 4/519 [00:04<05:03,  1.70it/s]
      15/80      0.94G     0.9252      1.716     0.8209      1.214          8        640:   1%|          | 5/519 [00:04<05:50,  1.47it/s]
      15/80      0.94G     0.9926      1.752     0.8469       1.27         10        640:   1%|          | 5/519 [00:04<05:50,  1.47it/s]
      15/80      0.94G     0.9926      1.752     0.8469       1.27         10        640:   1%|          | 6/519 [00:04<04:33,  1.88it/s]
      15/80      0.94G     0.9849      1.695     0.8118      1.271         11        640:   1%|          | 6/519 [00:04<04:33,  1.88it/s]
      15/80      0.94G     0.9849      1.695     0.8118      1.271         11        640:   1%|▏         | 7/519 [00:04<03:41,  2.31it/s]
      15/80      0.94G     0.9951      1.652      0.793      1.265          8        640:   1%|▏         | 7/519 [00:05<03:41,  2.31it/s]
      15/80      0.94G     0.9951      1.652      0.793      1.265          8        640:   2%|▏         | 8/519 [00:05<03:04,  2.76it/s]
      15/80      0.94G     0.9769      1.645     0.7617       1.26          7        640:   2%|▏         | 8/519 [00:06<03:04,  2.76it/s]
      15/80      0.94G     0.9769      1.645     0.7617       1.26          7        640:   2%|▏         | 9/519 [00:06<04:47,  1.77it/s]
      15/80      0.94G     0.9768      1.635     0.7651       1.26          9        640:   2%|▏         | 9/519 [00:06<04:47,  1.77it/s]
      15/80      0.94G     0.9768      1.635     0.7651       1.26          9        640:   2%|▏         | 10/519 [00:06<04:42,  1.80it/s]
      15/80      0.94G     0.9842      1.661     0.7858      1.266         10        640:   2%|▏         | 10/519 [00:07<04:42,  1.80it/s]
      15/80      0.94G     0.9842      1.661     0.7858      1.266         10        640:   2%|▏         | 11/519 [00:07<06:45,  1.25it/s]
      15/80      0.94G     0.9848      1.647     0.7822      1.263         11        640:   2%|▏         | 11/519 [00:08<06:45,  1.25it/s]
      15/80      0.94G     0.9848      1.647     0.7822      1.263         11        640:   2%|▏         | 12/519 [00:08<05:19,  1.59it/s]
      15/80      0.94G     0.9752      1.621     0.7634      1.248          8        640:   2%|▏         | 12/519 [00:08<05:19,  1.59it/s]
      15/80      0.94G     0.9752      1.621     0.7634      1.248          8        640:   3%|▎         | 13/519 [00:08<04:19,  1.95it/s]
      15/80      0.94G     0.9947      1.655     0.7789       1.27          9        640:   3%|▎         | 13/519 [00:08<04:19,  1.95it/s]
      15/80      0.94G     0.9947      1.655     0.7789       1.27          9        640:   3%|▎         | 14/519 [00:08<04:27,  1.89it/s]
      15/80      0.94G     0.9903      1.654     0.7707      1.262         10        640:   3%|▎         | 14/519 [00:09<04:27,  1.89it/s]
      15/80      0.94G     0.9903      1.654     0.7707      1.262         10        640:   3%|▎         | 15/519 [00:09<03:43,  2.25it/s]
      15/80      0.94G     0.9744      1.628     0.7612      1.248         11        640:   3%|▎         | 15/519 [00:09<03:43,  2.25it/s]
      15/80      0.94G     0.9744      1.628     0.7612      1.248         11        640:   3%|▎         | 16/519 [00:09<02:58,  2.81it/s]
      15/80      0.94G     0.9627      1.623      0.752      1.239          7        640:   3%|▎         | 16/519 [00:09<02:58,  2.81it/s]
      15/80      0.94G     0.9627      1.623      0.752      1.239          7        640:   3%|▎         | 17/519 [00:09<03:23,  2.47it/s]
      15/80      0.94G     0.9694      1.647     0.7512      1.234          8        640:   3%|▎         | 17/519 [00:11<03:23,  2.47it/s]
      15/80      0.94G     0.9694      1.647     0.7512      1.234          8        640:   3%|▎         | 18/519 [00:11<06:16,  1.33it/s]
      15/80      0.94G     0.9672      1.661     0.7444      1.228         13        640:   3%|▎         | 18/519 [00:11<06:16,  1.33it/s]
      15/80      0.94G     0.9672      1.661     0.7444      1.228         13        640:   4%|▎         | 19/519 [00:11<04:50,  1.72it/s]
      15/80      0.94G     0.9633       1.63     0.7348      1.221          7        640:   4%|▎         | 19/519 [00:11<04:50,  1.72it/s]
      15/80      0.94G     0.9633       1.63     0.7348      1.221          7        640:   4%|▍         | 20/519 [00:11<04:02,  2.05it/s]
      15/80      0.94G     0.9736      1.663     0.7432      1.228          7        640:   4%|▍         | 20/519 [00:12<04:02,  2.05it/s]
      15/80      0.94G     0.9736      1.663     0.7432      1.228          7        640:   4%|▍         | 21/519 [00:12<03:23,  2.45it/s]
      15/80      0.94G     0.9889      1.668     0.7395      1.235         11        640:   4%|▍         | 21/519 [00:13<03:23,  2.45it/s]
      15/80      0.94G     0.9889      1.668     0.7395      1.235         11        640:   4%|▍         | 22/519 [00:13<05:37,  1.47it/s]
      15/80      0.94G     0.9804      1.655     0.7312      1.234          7        640:   4%|▍         | 22/519 [00:13<05:37,  1.47it/s]
      15/80      0.94G     0.9804      1.655     0.7312      1.234          7        640:   4%|▍         | 23/519 [00:13<04:25,  1.87it/s]
      15/80      0.94G     0.9823       1.66     0.7346      1.234         15        640:   4%|▍         | 23/519 [00:13<04:25,  1.87it/s]
      15/80      0.94G     0.9823       1.66     0.7346      1.234         15        640:   5%|▍         | 24/519 [00:13<03:38,  2.26it/s]
      15/80      0.94G     0.9839      1.679     0.7295      1.239         10        640:   5%|▍         | 24/519 [00:14<03:38,  2.26it/s]
      15/80      0.94G     0.9839      1.679     0.7295      1.239         10        640:   5%|▍         | 25/519 [00:14<03:15,  2.52it/s]
      15/80      0.94G     0.9911      1.681     0.7344      1.248          7        640:   5%|▍         | 25/519 [00:15<03:15,  2.52it/s]
      15/80      0.94G     0.9911      1.681     0.7344      1.248          7        640:   5%|▌         | 26/519 [00:15<05:00,  1.64it/s]
      15/80      0.94G     0.9911      1.682      0.729      1.247         12        640:   5%|▌         | 26/519 [00:15<05:00,  1.64it/s]
      15/80      0.94G     0.9911      1.682      0.729      1.247         12        640:   5%|▌         | 27/519 [00:15<04:05,  2.00it/s]
      15/80      0.94G     0.9838      1.675     0.7339      1.241          6        640:   5%|▌         | 27/519 [00:15<04:05,  2.00it/s]
      15/80      0.94G     0.9838      1.675     0.7339      1.241          6        640:   5%|▌         | 28/519 [00:15<03:31,  2.32it/s]
      15/80      0.94G     0.9988      1.673     0.7454       1.25         11        640:   5%|▌         | 28/519 [00:15<03:31,  2.32it/s]
      15/80      0.94G     0.9988      1.673     0.7454       1.25         11        640:   6%|▌         | 29/519 [00:15<02:57,  2.76it/s]
      15/80      0.94G      1.012      1.695      0.747       1.26         11        640:   6%|▌         | 29/519 [00:16<02:57,  2.76it/s]
      15/80      0.94G      1.012      1.695      0.747       1.26         11        640:   6%|▌         | 30/519 [00:16<04:00,  2.03it/s]
      15/80      0.94G      1.013      1.684     0.7483      1.264          9        640:   6%|▌         | 30/519 [00:16<04:00,  2.03it/s]
      15/80      0.94G      1.013      1.684     0.7483      1.264          9        640:   6%|▌         | 31/519 [00:16<03:18,  2.46it/s]
      15/80      0.94G      1.024      1.732     0.7572      1.273         11        640:   6%|▌         | 31/519 [00:17<03:18,  2.46it/s]
      15/80      0.94G      1.024      1.732     0.7572      1.273         11        640:   6%|▌         | 32/519 [00:17<02:57,  2.75it/s]
      15/80      0.94G      1.034      1.745     0.7821      1.288          9        640:   6%|▌         | 32/519 [00:17<02:57,  2.75it/s]
      15/80      0.94G      1.034      1.745     0.7821      1.288          9        640:   6%|▋         | 33/519 [00:17<03:19,  2.44it/s]
      15/80      0.94G      1.038      1.756     0.7947      1.295         10        640:   6%|▋         | 33/519 [00:18<03:19,  2.44it/s]
      15/80      0.94G      1.038      1.756     0.7947      1.295         10        640:   7%|▋         | 34/519 [00:18<03:22,  2.40it/s]
      15/80      0.94G      1.038      1.764     0.7977      1.294         13        640:   7%|▋         | 34/519 [00:18<03:22,  2.40it/s]
      15/80      0.94G      1.038      1.764     0.7977      1.294         13        640:   7%|▋         | 35/519 [00:18<02:56,  2.74it/s]
      15/80      0.94G      1.037      1.764     0.7998      1.293         10        640:   7%|▋         | 35/519 [00:18<02:56,  2.74it/s]
      15/80      0.94G      1.037      1.764     0.7998      1.293         10        640:   7%|▋         | 36/519 [00:18<02:37,  3.07it/s]
      15/80      0.94G      1.034      1.751     0.7952      1.291         10        640:   7%|▋         | 36/519 [00:19<02:37,  3.07it/s]
      15/80      0.94G      1.034      1.751     0.7952      1.291         10        640:   7%|▋         | 37/519 [00:19<02:59,  2.68it/s]
      15/80      0.94G      1.032      1.738      0.793      1.289         10        640:   7%|▋         | 37/519 [00:20<02:59,  2.68it/s]
      15/80      0.94G      1.032      1.738      0.793      1.289         10        640:   7%|▋         | 38/519 [00:20<04:38,  1.72it/s]
      15/80      0.94G      1.031      1.728     0.7873      1.288          7        640:   7%|▋         | 38/519 [00:20<04:38,  1.72it/s]
      15/80      0.94G      1.031      1.728     0.7873      1.288          7        640:   8%|▊         | 39/519 [00:20<03:45,  2.12it/s]
      15/80      0.94G      1.025       1.72     0.7845      1.284         10        640:   8%|▊         | 39/519 [00:20<03:45,  2.12it/s]
      15/80      0.94G      1.025       1.72     0.7845      1.284         10        640:   8%|▊         | 40/519 [00:20<03:13,  2.48it/s]
      15/80      0.94G      1.031      1.721     0.7945      1.288         10        640:   8%|▊         | 40/519 [00:21<03:13,  2.48it/s]
      15/80      0.94G      1.031      1.721     0.7945      1.288         10        640:   8%|▊         | 41/519 [00:21<03:19,  2.39it/s]
      15/80      0.94G      1.025      1.713     0.7886      1.285         10        640:   8%|▊         | 41/519 [00:21<03:19,  2.39it/s]
      15/80      0.94G      1.025      1.713     0.7886      1.285         10        640:   8%|▊         | 42/519 [00:21<03:00,  2.64it/s]
      15/80      0.94G      1.031      1.717     0.7913      1.288         14        640:   8%|▊         | 42/519 [00:21<03:00,  2.64it/s]
      15/80      0.94G      1.031      1.717     0.7913      1.288         14        640:   8%|▊         | 43/519 [00:21<02:57,  2.68it/s]
      15/80      0.94G      1.039      1.725     0.8074      1.293         10        640:   8%|▊         | 43/519 [00:22<02:57,  2.68it/s]
      15/80      0.94G      1.039      1.725     0.8074      1.293         10        640:   8%|▊         | 44/519 [00:22<02:39,  2.99it/s]
      15/80      0.94G      1.037      1.717     0.8024      1.293         11        640:   8%|▊         | 44/519 [00:23<02:39,  2.99it/s]
      15/80      0.94G      1.037      1.717     0.8024      1.293         11        640:   9%|▊         | 45/519 [00:23<05:00,  1.58it/s]
      15/80      0.94G      1.038      1.719     0.8031       1.29         10        640:   9%|▊         | 45/519 [00:23<05:00,  1.58it/s]
      15/80      0.94G      1.038      1.719     0.8031       1.29         10        640:   9%|▉         | 46/519 [00:23<04:03,  1.94it/s]
      15/80      0.94G      1.039       1.72     0.7977       1.29         11        640:   9%|▉         | 46/519 [00:23<04:03,  1.94it/s]
      15/80      0.94G      1.039       1.72     0.7977       1.29         11        640:   9%|▉         | 47/519 [00:23<03:22,  2.33it/s]
      15/80      0.94G      1.041       1.73     0.8014      1.293          7        640:   9%|▉         | 47/519 [00:24<03:22,  2.33it/s]
      15/80      0.94G      1.041       1.73     0.8014      1.293          7        640:   9%|▉         | 48/519 [00:24<02:56,  2.66it/s]
      15/80      0.94G      1.041       1.74     0.7998      1.294         11        640:   9%|▉         | 48/519 [00:25<02:56,  2.66it/s]
      15/80      0.94G      1.041       1.74     0.7998      1.294         11        640:   9%|▉         | 49/519 [00:25<04:46,  1.64it/s]
      15/80      0.94G      1.043      1.743     0.7996      1.294         11        640:   9%|▉         | 49/519 [00:25<04:46,  1.64it/s]
      15/80      0.94G      1.043      1.743     0.7996      1.294         11        640:  10%|▉         | 50/519 [00:25<03:52,  2.02it/s]
      15/80      0.94G      1.046      1.745     0.7986      1.298          9        640:  10%|▉         | 50/519 [00:25<03:52,  2.02it/s]
      15/80      0.94G      1.046      1.745     0.7986      1.298          9        640:  10%|▉         | 51/519 [00:25<03:14,  2.40it/s]
      15/80      0.94G      1.054      1.747     0.8031      1.301         10        640:  10%|▉         | 51/519 [00:25<03:14,  2.40it/s]
      15/80      0.94G      1.054      1.747     0.8031      1.301         10        640:  10%|█         | 52/519 [00:25<02:47,  2.79it/s]
      15/80      0.94G      1.051      1.742     0.8016      1.299          9        640:  10%|█         | 52/519 [00:26<02:47,  2.79it/s]
      15/80      0.94G      1.051      1.742     0.8016      1.299          9        640:  10%|█         | 53/519 [00:26<04:04,  1.90it/s]
      15/80      0.94G      1.045      1.737     0.7954      1.297         13        640:  10%|█         | 53/519 [00:27<04:04,  1.90it/s]
      15/80      0.94G      1.045      1.737     0.7954      1.297         13        640:  10%|█         | 54/519 [00:27<03:23,  2.29it/s]
      15/80      0.94G      1.043      1.737     0.7987      1.295         12        640:  10%|█         | 54/519 [00:28<03:23,  2.29it/s]
      15/80      0.94G      1.043      1.737     0.7987      1.295         12        640:  11%|█         | 55/519 [00:28<04:48,  1.61it/s]
      15/80      0.94G      1.042      1.736     0.7972      1.295         15        640:  11%|█         | 55/519 [00:28<04:48,  1.61it/s]
      15/80      0.94G      1.042      1.736     0.7972      1.295         15        640:  11%|█         | 56/519 [00:28<03:52,  1.99it/s]
      15/80      0.94G      1.046      1.735     0.7967      1.295         13        640:  11%|█         | 56/519 [00:28<03:52,  1.99it/s]
      15/80      0.94G      1.046      1.735     0.7967      1.295         13        640:  11%|█         | 57/519 [00:28<03:30,  2.19it/s]
      15/80      0.94G      1.046      1.736     0.7969      1.297         10        640:  11%|█         | 57/519 [00:28<03:30,  2.19it/s]
      15/80      0.94G      1.046      1.736     0.7969      1.297         10        640:  11%|█         | 58/519 [00:28<02:57,  2.59it/s]
      15/80      0.94G      1.051      1.734      0.797      1.303          9        640:  11%|█         | 58/519 [00:30<02:57,  2.59it/s]
      15/80      0.94G      1.051      1.734      0.797      1.303          9        640:  11%|█▏        | 59/519 [00:30<05:33,  1.38it/s]
      15/80      0.94G      1.045      1.733     0.7931      1.301          7        640:  11%|█▏        | 59/519 [00:30<05:33,  1.38it/s]
      15/80      0.94G      1.045      1.733     0.7931      1.301          7        640:  12%|█▏        | 60/519 [00:30<04:26,  1.72it/s]
      15/80      0.94G      1.041      1.729     0.7907      1.299         10        640:  12%|█▏        | 60/519 [00:30<04:26,  1.72it/s]
      15/80      0.94G      1.041      1.729     0.7907      1.299         10        640:  12%|█▏        | 61/519 [00:30<03:32,  2.15it/s]
      15/80      0.94G      1.043      1.727     0.7917      1.299          6        640:  12%|█▏        | 61/519 [00:31<03:32,  2.15it/s]
      15/80      0.94G      1.043      1.727     0.7917      1.299          6        640:  12%|█▏        | 62/519 [00:31<02:57,  2.58it/s]
      15/80      0.94G      1.047      1.728     0.7917      1.302         12        640:  12%|█▏        | 62/519 [00:31<02:57,  2.58it/s]
      15/80      0.94G      1.047      1.728     0.7917      1.302         12        640:  12%|█▏        | 63/519 [00:31<04:03,  1.87it/s]
      15/80      0.94G      1.044      1.727     0.7892      1.299         13        640:  12%|█▏        | 63/519 [00:32<04:03,  1.87it/s]
      15/80      0.94G      1.044      1.727     0.7892      1.299         13        640:  12%|█▏        | 64/519 [00:32<03:25,  2.21it/s]
      15/80      0.94G      1.046      1.724      0.788      1.298         11        640:  12%|█▏        | 64/519 [00:32<03:25,  2.21it/s]
      15/80      0.94G      1.046      1.724      0.788      1.298         11        640:  13%|█▎        | 65/519 [00:32<02:50,  2.66it/s]
      15/80      0.94G      1.041      1.722     0.7866      1.294         10        640:  13%|█▎        | 65/519 [00:32<02:50,  2.66it/s]
      15/80      0.94G      1.041      1.722     0.7866      1.294         10        640:  13%|█▎        | 66/519 [00:32<02:34,  2.94it/s]
      15/80      0.94G      1.041      1.731     0.7851      1.297         10        640:  13%|█▎        | 66/519 [00:33<02:34,  2.94it/s]
      15/80      0.94G      1.041      1.731     0.7851      1.297         10        640:  13%|█▎        | 67/519 [00:33<03:16,  2.30it/s]
      15/80      0.94G      1.043      1.726     0.7843        1.3         10        640:  13%|█▎        | 67/519 [00:33<03:16,  2.30it/s]
      15/80      0.94G      1.043      1.726     0.7843        1.3         10        640:  13%|█▎        | 68/519 [00:33<02:45,  2.72it/s]
      15/80      0.94G       1.05      1.724     0.7862      1.307          7        640:  13%|█▎        | 68/519 [00:34<02:45,  2.72it/s]
      15/80      0.94G       1.05      1.724     0.7862      1.307          7        640:  13%|█▎        | 69/519 [00:34<03:39,  2.05it/s]
      15/80      0.94G      1.051      1.724     0.7854      1.305         10        640:  13%|█▎        | 69/519 [00:34<03:39,  2.05it/s]
      15/80      0.94G      1.051      1.724     0.7854      1.305         10        640:  13%|█▎        | 70/519 [00:34<03:04,  2.43it/s]
      15/80      0.94G       1.05       1.72     0.7848      1.304         11        640:  13%|█▎        | 70/519 [00:35<03:04,  2.43it/s]
      15/80      0.94G       1.05       1.72     0.7848      1.304         11        640:  14%|█▎        | 71/519 [00:35<03:44,  1.99it/s]
      15/80      0.94G      1.053      1.717     0.7835      1.306         13        640:  14%|█▎        | 71/519 [00:35<03:44,  1.99it/s]
      15/80      0.94G      1.053      1.717     0.7835      1.306         13        640:  14%|█▍        | 72/519 [00:35<03:06,  2.40it/s]
      15/80      0.94G      1.052      1.714     0.7818      1.303         10        640:  14%|█▍        | 72/519 [00:36<03:06,  2.40it/s]
      15/80      0.94G      1.052      1.714     0.7818      1.303         10        640:  14%|█▍        | 73/519 [00:36<04:21,  1.70it/s]
      15/80      0.94G      1.053      1.717     0.7846      1.303         11        640:  14%|█▍        | 73/519 [00:36<04:21,  1.70it/s]
      15/80      0.94G      1.053      1.717     0.7846      1.303         11        640:  14%|█▍        | 74/519 [00:36<03:33,  2.08it/s]
      15/80      0.94G      1.051      1.711     0.7839      1.304          8        640:  14%|█▍        | 74/519 [00:37<03:33,  2.08it/s]
      15/80      0.94G      1.051      1.711     0.7839      1.304          8        640:  14%|█▍        | 75/519 [00:37<04:57,  1.49it/s]
      15/80      0.94G      1.049      1.707     0.7835      1.303          8        640:  14%|█▍        | 75/519 [00:38<04:57,  1.49it/s]
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      15/80      0.94G      1.076      1.778     0.7991      1.321         10        640:  88%|████████▊ | 458/519 [03:33<00:27,  2.19it/s]
      15/80      0.94G      1.076      1.778     0.7991      1.321         10        640:  88%|████████▊ | 459/519 [03:33<00:24,  2.44it/s]
      15/80      0.94G      1.076      1.778     0.7991      1.321         10        640:  88%|████████▊ | 459/519 [03:34<00:24,  2.44it/s]
      15/80      0.94G      1.076      1.778     0.7991      1.321         10        640:  89%|████████▊ | 460/519 [03:34<00:26,  2.22it/s]
      15/80      0.94G      1.075      1.777      0.799       1.32         12        640:  89%|████████▊ | 460/519 [03:34<00:26,  2.22it/s]
      15/80      0.94G      1.075      1.777      0.799       1.32         12        640:  89%|████████▉ | 461/519 [03:34<00:21,  2.67it/s]
      15/80      0.94G      1.076      1.778     0.7998       1.32         10        640:  89%|████████▉ | 461/519 [03:35<00:21,  2.67it/s]
      15/80      0.94G      1.076      1.778     0.7998       1.32         10        640:  89%|████████▉ | 462/519 [03:35<00:24,  2.30it/s]
      15/80      0.94G      1.076      1.778     0.7996       1.32         11        640:  89%|████████▉ | 462/519 [03:35<00:24,  2.30it/s]
      15/80      0.94G      1.076      1.778     0.7996       1.32         11        640:  89%|████████▉ | 463/519 [03:35<00:21,  2.56it/s]
      15/80      0.94G      1.076      1.778      0.799       1.32         10        640:  89%|████████▉ | 463/519 [03:36<00:21,  2.56it/s]
      15/80      0.94G      1.076      1.778      0.799       1.32         10        640:  89%|████████▉ | 464/519 [03:36<00:33,  1.65it/s]
      15/80      0.94G      1.076      1.779      0.799      1.321         10        640:  89%|████████▉ | 464/519 [03:37<00:33,  1.65it/s]
      15/80      0.94G      1.076      1.779      0.799      1.321         10        640:  90%|████████▉ | 465/519 [03:37<00:27,  1.93it/s]
      15/80      0.94G      1.077       1.78     0.7994      1.321          5        640:  90%|████████▉ | 465/519 [03:37<00:27,  1.93it/s]
      15/80      0.94G      1.077       1.78     0.7994      1.321          5        640:  90%|████████▉ | 466/519 [03:37<00:22,  2.32it/s]
      15/80      0.94G      1.077       1.78     0.7993      1.322          5        640:  90%|████████▉ | 466/519 [03:37<00:22,  2.32it/s]
      15/80      0.94G      1.077       1.78     0.7993      1.322          5        640:  90%|████████▉ | 467/519 [03:37<00:18,  2.76it/s]
      15/80      0.94G      1.077       1.78      0.799      1.322         12        640:  90%|████████▉ | 467/519 [03:38<00:18,  2.76it/s]
      15/80      0.94G      1.077       1.78      0.799      1.322         12        640:  90%|█████████ | 468/519 [03:38<00:26,  1.92it/s]
      15/80      0.94G      1.078      1.779      0.799      1.322          8        640:  90%|█████████ | 468/519 [03:38<00:26,  1.92it/s]
      15/80      0.94G      1.078      1.779      0.799      1.322          8        640:  90%|█████████ | 469/519 [03:38<00:21,  2.30it/s]
      15/80      0.94G      1.077      1.779      0.799      1.322          8        640:  90%|█████████ | 469/519 [03:39<00:21,  2.30it/s]
      15/80      0.94G      1.077      1.779      0.799      1.322          8        640:  91%|█████████ | 470/519 [03:39<00:23,  2.05it/s]
      15/80      0.94G      1.077      1.779     0.7988      1.322          7        640:  91%|█████████ | 470/519 [03:39<00:23,  2.05it/s]
      15/80      0.94G      1.077      1.779     0.7988      1.322          7        640:  91%|█████████ | 471/519 [03:39<00:19,  2.42it/s]
      15/80      0.94G      1.077      1.778     0.7989      1.322         11        640:  91%|█████████ | 471/519 [03:39<00:19,  2.42it/s]
      15/80      0.94G      1.077      1.778     0.7989      1.322         11        640:  91%|█████████ | 472/519 [03:39<00:17,  2.67it/s]
      15/80      0.94G      1.077      1.777     0.7985      1.321         12        640:  91%|█████████ | 472/519 [03:40<00:17,  2.67it/s]
      15/80      0.94G      1.077      1.777     0.7985      1.321         12        640:  91%|█████████ | 473/519 [03:40<00:18,  2.51it/s]
      15/80      0.94G      1.077      1.778     0.7985      1.321         13        640:  91%|█████████ | 473/519 [03:40<00:18,  2.51it/s]
      15/80      0.94G      1.077      1.778     0.7985      1.321         13        640:  91%|█████████▏| 474/519 [03:40<00:18,  2.49it/s]
      15/80      0.94G      1.077      1.777      0.798      1.321         10        640:  91%|█████████▏| 474/519 [03:42<00:18,  2.49it/s]
      15/80      0.94G      1.077      1.777      0.798      1.321         10        640:  92%|█████████▏| 475/519 [03:42<00:33,  1.32it/s]
      15/80      0.94G      1.077      1.777     0.7991      1.321          8        640:  92%|█████████▏| 475/519 [03:42<00:33,  1.32it/s]
      15/80      0.94G      1.077      1.777     0.7991      1.321          8        640:  92%|█████████▏| 476/519 [03:42<00:26,  1.60it/s]
      15/80      0.94G      1.076      1.776     0.7988      1.321         13        640:  92%|█████████▏| 476/519 [03:42<00:26,  1.60it/s]
      15/80      0.94G      1.076      1.776     0.7988      1.321         13        640:  92%|█████████▏| 477/519 [03:42<00:20,  2.01it/s]
      15/80      0.94G      1.076      1.776      0.799      1.321         10        640:  92%|█████████▏| 477/519 [03:42<00:20,  2.01it/s]
      15/80      0.94G      1.076      1.776      0.799      1.321         10        640:  92%|█████████▏| 478/519 [03:42<00:17,  2.37it/s]
      15/80      0.94G      1.076      1.776     0.7985      1.321         10        640:  92%|█████████▏| 478/519 [03:43<00:17,  2.37it/s]
      15/80      0.94G      1.076      1.776     0.7985      1.321         10        640:  92%|█████████▏| 479/519 [03:43<00:22,  1.74it/s]
      15/80      0.94G      1.076      1.775     0.7984      1.321         11        640:  92%|█████████▏| 479/519 [03:44<00:22,  1.74it/s]
      15/80      0.94G      1.076      1.775     0.7984      1.321         11        640:  92%|█████████▏| 480/519 [03:44<00:17,  2.19it/s]
      15/80      0.94G      1.076      1.777     0.7988      1.321         10        640:  92%|█████████▏| 480/519 [03:44<00:17,  2.19it/s]
      15/80      0.94G      1.076      1.777     0.7988      1.321         10        640:  93%|█████████▎| 481/519 [03:44<00:22,  1.72it/s]
      15/80      0.94G      1.077      1.776      0.799      1.321          7        640:  93%|█████████▎| 481/519 [03:45<00:22,  1.72it/s]
      15/80      0.94G      1.077      1.776      0.799      1.321          7        640:  93%|█████████▎| 482/519 [03:45<00:17,  2.09it/s]
      15/80      0.94G      1.077      1.775     0.7989      1.322          5        640:  93%|█████████▎| 482/519 [03:46<00:17,  2.09it/s]
      15/80      0.94G      1.077      1.775     0.7989      1.322          5        640:  93%|█████████▎| 483/519 [03:46<00:23,  1.52it/s]
      15/80      0.94G      1.078      1.776     0.7999      1.323          6        640:  93%|█████████▎| 483/519 [03:46<00:23,  1.52it/s]
      15/80      0.94G      1.078      1.776     0.7999      1.323          6        640:  93%|█████████▎| 484/519 [03:46<00:18,  1.86it/s]
      15/80      0.94G      1.078      1.776     0.7998      1.323         10        640:  93%|█████████▎| 484/519 [03:46<00:18,  1.86it/s]
      15/80      0.94G      1.078      1.776     0.7998      1.323         10        640:  93%|█████████▎| 485/519 [03:46<00:17,  1.96it/s]
      15/80      0.94G      1.079      1.775     0.7999      1.323         11        640:  93%|█████████▎| 485/519 [03:47<00:17,  1.96it/s]
      15/80      0.94G      1.079      1.775     0.7999      1.323         11        640:  94%|█████████▎| 486/519 [03:47<00:13,  2.36it/s]
      15/80      0.94G      1.079      1.775     0.7998      1.323         12        640:  94%|█████████▎| 486/519 [03:47<00:13,  2.36it/s]
      15/80      0.94G      1.079      1.775     0.7998      1.323         12        640:  94%|█████████▍| 487/519 [03:47<00:17,  1.87it/s]
      15/80      0.94G      1.079      1.776        0.8      1.323         12        640:  94%|█████████▍| 487/519 [03:48<00:17,  1.87it/s]
      15/80      0.94G      1.079      1.776        0.8      1.323         12        640:  94%|█████████▍| 488/519 [03:48<00:13,  2.26it/s]
      15/80      0.94G      1.079      1.776     0.8001      1.323          9        640:  94%|█████████▍| 488/519 [03:49<00:13,  2.26it/s]
      15/80      0.94G      1.079      1.776     0.8001      1.323          9        640:  94%|█████████▍| 489/519 [03:49<00:17,  1.75it/s]
      15/80      0.94G      1.079      1.775     0.7998      1.323          8        640:  94%|█████████▍| 489/519 [03:49<00:17,  1.75it/s]
      15/80      0.94G      1.079      1.775     0.7998      1.323          8        640:  94%|█████████▍| 490/519 [03:49<00:13,  2.15it/s]
      15/80      0.94G      1.078      1.774     0.7993      1.322         11        640:  94%|█████████▍| 490/519 [03:49<00:13,  2.15it/s]
      15/80      0.94G      1.078      1.774     0.7993      1.322         11        640:  95%|█████████▍| 491/519 [03:49<00:11,  2.38it/s]
      15/80      0.94G      1.077      1.774     0.7988      1.322         10        640:  95%|█████████▍| 491/519 [03:49<00:11,  2.38it/s]
      15/80      0.94G      1.077      1.774     0.7988      1.322         10        640:  95%|█████████▍| 492/519 [03:49<00:10,  2.69it/s]
      15/80      0.94G      1.077      1.773     0.7991      1.322          8        640:  95%|█████████▍| 492/519 [03:50<00:10,  2.69it/s]
      15/80      0.94G      1.077      1.773     0.7991      1.322          8        640:  95%|█████████▍| 493/519 [03:50<00:09,  2.65it/s]
      15/80      0.94G      1.077      1.774     0.7986      1.322          6        640:  95%|█████████▍| 493/519 [03:50<00:09,  2.65it/s]
      15/80      0.94G      1.077      1.774     0.7986      1.322          6        640:  95%|█████████▌| 494/519 [03:50<00:08,  2.98it/s]
      15/80      0.94G      1.077      1.773     0.7983      1.322         12        640:  95%|█████████▌| 494/519 [03:51<00:08,  2.98it/s]
      15/80      0.94G      1.077      1.773     0.7983      1.322         12        640:  95%|█████████▌| 495/519 [03:51<00:10,  2.34it/s]
      15/80      0.94G      1.077      1.773     0.7984      1.322          9        640:  95%|█████████▌| 495/519 [03:51<00:10,  2.34it/s]
      15/80      0.94G      1.077      1.773     0.7984      1.322          9        640:  96%|█████████▌| 496/519 [03:51<00:08,  2.65it/s]
      15/80      0.94G      1.077      1.772     0.7984      1.322         11        640:  96%|█████████▌| 496/519 [03:51<00:08,  2.65it/s]
      15/80      0.94G      1.077      1.772     0.7984      1.322         11        640:  96%|█████████▌| 497/519 [03:51<00:08,  2.66it/s]
      15/80      0.94G      1.076      1.772     0.7983      1.322         11        640:  96%|█████████▌| 497/519 [03:51<00:08,  2.66it/s]
      15/80      0.94G      1.076      1.772     0.7983      1.322         11        640:  96%|█████████▌| 498/519 [03:51<00:06,  3.05it/s]
      15/80      0.94G      1.076      1.772      0.798      1.321         13        640:  96%|█████████▌| 498/519 [03:52<00:06,  3.05it/s]
      15/80      0.94G      1.076      1.772      0.798      1.321         13        640:  96%|█████████▌| 499/519 [03:52<00:07,  2.73it/s]
      15/80      0.94G      1.077      1.772     0.7984      1.321         12        640:  96%|█████████▌| 499/519 [03:52<00:07,  2.73it/s]
      15/80      0.94G      1.077      1.772     0.7984      1.321         12        640:  96%|█████████▋| 500/519 [03:52<00:06,  3.07it/s]
      15/80      0.94G      1.078      1.773     0.7987      1.322         11        640:  96%|█████████▋| 500/519 [03:53<00:06,  3.07it/s]
      15/80      0.94G      1.078      1.773     0.7987      1.322         11        640:  97%|█████████▋| 501/519 [03:53<00:06,  2.61it/s]
      15/80      0.94G      1.079      1.777        0.8      1.322          7        640:  97%|█████████▋| 501/519 [03:53<00:06,  2.61it/s]
      15/80      0.94G      1.079      1.777        0.8      1.322          7        640:  97%|█████████▋| 502/519 [03:53<00:06,  2.76it/s]
      15/80      0.94G      1.079      1.777     0.7994      1.322         11        640:  97%|█████████▋| 502/519 [03:55<00:06,  2.76it/s]
      15/80      0.94G      1.079      1.777     0.7994      1.322         11        640:  97%|█████████▋| 503/519 [03:55<00:11,  1.35it/s]
      15/80      0.94G      1.079      1.777     0.7993      1.322         12        640:  97%|█████████▋| 503/519 [03:55<00:11,  1.35it/s]
      15/80      0.94G      1.079      1.777     0.7993      1.322         12        640:  97%|█████████▋| 504/519 [03:55<00:08,  1.72it/s]
      15/80      0.94G      1.079      1.777     0.7992      1.321         10        640:  97%|█████████▋| 504/519 [03:55<00:08,  1.72it/s]
      15/80      0.94G      1.079      1.777     0.7992      1.321         10        640:  97%|█████████▋| 505/519 [03:55<00:06,  2.08it/s]
      15/80      0.94G      1.078      1.777     0.7995      1.321         13        640:  97%|█████████▋| 505/519 [03:55<00:06,  2.08it/s]
      15/80      0.94G      1.078      1.777     0.7995      1.321         13        640:  97%|█████████▋| 506/519 [03:55<00:05,  2.39it/s]
      15/80      0.94G      1.079      1.776     0.7998      1.321          9        640:  97%|█████████▋| 506/519 [03:57<00:05,  2.39it/s]
      15/80      0.94G      1.079      1.776     0.7998      1.321          9        640:  98%|█████████▊| 507/519 [03:57<00:08,  1.44it/s]
      15/80      0.94G       1.08      1.778     0.8007      1.322          7        640:  98%|█████████▊| 507/519 [03:57<00:08,  1.44it/s]
      15/80      0.94G       1.08      1.778     0.8007      1.322          7        640:  98%|█████████▊| 508/519 [03:57<00:06,  1.77it/s]
      15/80      0.94G      1.079      1.777     0.8002      1.321          9        640:  98%|█████████▊| 508/519 [03:57<00:06,  1.77it/s]
      15/80      0.94G      1.079      1.777     0.8002      1.321          9        640:  98%|█████████▊| 509/519 [03:57<00:04,  2.04it/s]
      15/80      0.94G      1.079      1.776     0.8005      1.321         11        640:  98%|█████████▊| 509/519 [03:58<00:04,  2.04it/s]
      15/80      0.94G      1.079      1.776     0.8005      1.321         11        640:  98%|█████████▊| 510/519 [03:58<00:03,  2.29it/s]
      15/80      0.94G       1.08      1.777     0.8012      1.321         10        640:  98%|█████████▊| 510/519 [03:59<00:03,  2.29it/s]
      15/80      0.94G       1.08      1.777     0.8012      1.321         10        640:  98%|█████████▊| 511/519 [03:59<00:05,  1.43it/s]
      15/80      0.94G       1.08      1.778     0.8013      1.321         14        640:  98%|█████████▊| 511/519 [03:59<00:05,  1.43it/s]
      15/80      0.94G       1.08      1.778     0.8013      1.321         14        640:  99%|█████████▊| 512/519 [03:59<00:03,  1.80it/s]
      15/80      0.94G       1.08      1.778      0.801      1.321         11        640:  99%|█████████▊| 512/519 [03:59<00:03,  1.80it/s]
      15/80      0.94G       1.08      1.778      0.801      1.321         11        640:  99%|█████████▉| 513/519 [03:59<00:02,  2.07it/s]
      15/80      0.94G      1.079      1.778     0.8007      1.321         12        640:  99%|█████████▉| 513/519 [04:00<00:02,  2.07it/s]
      15/80      0.94G      1.079      1.778     0.8007      1.321         12        640:  99%|█████████▉| 514/519 [04:00<00:02,  2.49it/s]
      15/80      0.94G      1.079      1.779      0.801      1.321          7        640:  99%|█████████▉| 514/519 [04:00<00:02,  2.49it/s]
      15/80      0.94G      1.079      1.779      0.801      1.321          7        640:  99%|█████████▉| 515/519 [04:00<00:02,  1.84it/s]
      15/80      0.94G       1.08      1.779     0.8011      1.321          7        640:  99%|█████████▉| 515/519 [04:01<00:02,  1.84it/s]
      15/80      0.94G       1.08      1.779     0.8011      1.321          7        640:  99%|█████████▉| 516/519 [04:01<00:01,  2.40it/s]
      15/80      0.94G      1.079      1.778     0.8009      1.321         11        640:  99%|█████████▉| 516/519 [04:01<00:01,  2.40it/s]
      15/80      0.94G      1.079      1.778     0.8009      1.321         11        640: 100%|█████████▉| 517/519 [04:01<00:00,  3.03it/s]
      15/80      0.94G       1.08      1.778      0.801      1.321          9        640: 100%|█████████▉| 517/519 [04:01<00:00,  3.03it/s]
      15/80      0.94G       1.08      1.778      0.801      1.321          9        640: 100%|█████████▉| 518/519 [04:01<00:00,  3.80it/s]
      15/80      0.94G       1.08      1.779      0.801      1.323          6        640: 100%|█████████▉| 518/519 [04:01<00:00,  3.80it/s]
      15/80      0.94G       1.08      1.779      0.801      1.323          6        640: 100%|██████████| 519/519 [04:01<00:00,  3.56it/s]
      15/80      0.94G       1.08      1.779      0.801      1.323          6        640: 100%|██████████| 519/519 [04:01<00:00,  2.15it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:44,  6.33s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:53,  2.75s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:06<01:41,  1.64s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:10,  1.16s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:56,  1.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:48,  1.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:08<00:41,  1.39it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:37,  1.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:09<00:32,  1.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:27,  2.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:25,  2.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:10<00:22,  2.31it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:11<00:23,  2.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:24,  1.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:26,  1.83it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:24,  1.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:24,  1.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:26,  1.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:26,  1.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:25,  1.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:21,  1.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:18,  2.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:05,  6.39it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.59it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.87it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:03,  6.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.31it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.39it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  6.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.42it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.82it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:21<00:01,  7.53it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  82%|████████▏ | 53/65 [00:21<00:01,  8.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  9.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.47it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.87it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.79it/s]
-                   all        519        519       0.96      0.904      0.971       0.68      0.967      0.909      0.972      0.675
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
      16/80      0.94G        1.2      2.255     0.9484      1.404         10        640:   0%|          | 0/519 [00:03<?, ?it/s]
      16/80      0.94G        1.2      2.255     0.9484      1.404         10        640:   0%|          | 1/519 [00:03<27:46,  3.22s/it]
      16/80      0.94G      1.001      1.714     0.7978      1.307         12        640:   0%|          | 1/519 [00:03<27:46,  3.22s/it]
      16/80      0.94G      1.001      1.714     0.7978      1.307         12        640:   0%|          | 2/519 [00:03<12:27,  1.45s/it]
      16/80      0.94G      1.049      1.646     0.7562       1.31          7        640:   0%|          | 2/519 [00:03<12:27,  1.45s/it]
      16/80      0.94G      1.049      1.646     0.7562       1.31          7        640:   1%|          | 3/519 [00:03<07:50,  1.10it/s]
      16/80      0.94G      1.002      1.494     0.7074      1.283          9        640:   1%|          | 3/519 [00:04<07:50,  1.10it/s]
      16/80      0.94G      1.002      1.494     0.7074      1.283          9        640:   1%|          | 4/519 [00:04<05:54,  1.45it/s]
      16/80      0.94G      1.019      1.563     0.7436      1.322          9        640:   1%|          | 4/519 [00:05<05:54,  1.45it/s]
      16/80      0.94G      1.019      1.563     0.7436      1.322          9        640:   1%|          | 5/519 [00:05<08:19,  1.03it/s]
      16/80      0.94G      1.101      1.672     0.8531      1.362          9        640:   1%|          | 5/519 [00:05<08:19,  1.03it/s]
      16/80      0.94G      1.101      1.672     0.8531      1.362          9        640:   1%|          | 6/519 [00:05<06:15,  1.37it/s]
      16/80      0.94G      1.088      1.616     0.8268      1.336         11        640:   1%|          | 6/519 [00:06<06:15,  1.37it/s]
      16/80      0.94G      1.088      1.616     0.8268      1.336         11        640:   1%|▏         | 7/519 [00:06<04:56,  1.73it/s]
      16/80      0.94G      1.098      1.633     0.8329      1.334          9        640:   1%|▏         | 7/519 [00:06<04:56,  1.73it/s]
      16/80      0.94G      1.098      1.633     0.8329      1.334          9        640:   2%|▏         | 8/519 [00:06<03:54,  2.18it/s]
      16/80      0.94G      1.069      1.618     0.8166      1.316          9        640:   2%|▏         | 8/519 [00:07<03:54,  2.18it/s]
      16/80      0.94G      1.069      1.618     0.8166      1.316          9        640:   2%|▏         | 9/519 [00:07<05:29,  1.55it/s]
      16/80      0.94G      1.123      1.733     0.8265      1.371         12        640:   2%|▏         | 9/519 [00:07<05:29,  1.55it/s]
      16/80      0.94G      1.123      1.733     0.8265      1.371         12        640:   2%|▏         | 10/519 [00:07<04:26,  1.91it/s]
      16/80      0.94G      1.111      1.722     0.8222      1.367         10        640:   2%|▏         | 10/519 [00:07<04:26,  1.91it/s]
      16/80      0.94G      1.111      1.722     0.8222      1.367         10        640:   2%|▏         | 11/519 [00:07<03:40,  2.30it/s]
      16/80      0.94G      1.111      1.712     0.8036      1.364          9        640:   2%|▏         | 11/519 [00:08<03:40,  2.30it/s]
      16/80      0.94G      1.111      1.712     0.8036      1.364          9        640:   2%|▏         | 12/519 [00:08<03:07,  2.70it/s]
      16/80      0.94G      1.105      1.725     0.8139      1.365         11        640:   2%|▏         | 12/519 [00:09<03:07,  2.70it/s]
      16/80      0.94G      1.105      1.725     0.8139      1.365         11        640:   3%|▎         | 13/519 [00:09<05:08,  1.64it/s]
      16/80      0.94G      1.092      1.715     0.8154      1.368          7        640:   3%|▎         | 13/519 [00:09<05:08,  1.64it/s]
      16/80      0.94G      1.092      1.715     0.8154      1.368          7        640:   3%|▎         | 14/519 [00:09<04:10,  2.02it/s]
      16/80      0.94G       1.08      1.684     0.8029      1.351         10        640:   3%|▎         | 14/519 [00:09<04:10,  2.02it/s]
      16/80      0.94G       1.08      1.684     0.8029      1.351         10        640:   3%|▎         | 15/519 [00:09<03:37,  2.32it/s]
      16/80      0.94G      1.071      1.677     0.8087      1.356          9        640:   3%|▎         | 15/519 [00:09<03:37,  2.32it/s]
      16/80      0.94G      1.071      1.677     0.8087      1.356          9        640:   3%|▎         | 16/519 [00:09<03:06,  2.70it/s]
      16/80      0.94G      1.077      1.673     0.8085      1.355          8        640:   3%|▎         | 16/519 [00:11<03:06,  2.70it/s]
      16/80      0.94G      1.077      1.673     0.8085      1.355          8        640:   3%|▎         | 17/519 [00:11<05:42,  1.47it/s]
      16/80      0.94G      1.067      1.648     0.8034      1.357          8        640:   3%|▎         | 17/519 [00:11<05:42,  1.47it/s]
      16/80      0.94G      1.067      1.648     0.8034      1.357          8        640:   3%|▎         | 18/519 [00:11<04:28,  1.86it/s]
      16/80      0.94G      1.077      1.656     0.8228      1.363          8        640:   3%|▎         | 18/519 [00:11<04:28,  1.86it/s]
      16/80      0.94G      1.077      1.656     0.8228      1.363          8        640:   4%|▎         | 19/519 [00:11<03:34,  2.33it/s]
      16/80      0.94G      1.072        1.7     0.8208      1.358         12        640:   4%|▎         | 19/519 [00:12<03:34,  2.33it/s]
      16/80      0.94G      1.072        1.7     0.8208      1.358         12        640:   4%|▍         | 20/519 [00:12<03:21,  2.48it/s]
      16/80      0.94G      1.079      1.688     0.8163      1.355         10        640:   4%|▍         | 20/519 [00:13<03:21,  2.48it/s]
      16/80      0.94G      1.079      1.688     0.8163      1.355         10        640:   4%|▍         | 21/519 [00:13<05:36,  1.48it/s]
      16/80      0.94G      1.085      1.708     0.8206      1.356         12        640:   4%|▍         | 21/519 [00:13<05:36,  1.48it/s]
      16/80      0.94G      1.085      1.708     0.8206      1.356         12        640:   4%|▍         | 22/519 [00:13<04:24,  1.88it/s]
      16/80      0.94G      1.095      1.723     0.8329      1.369         13        640:   4%|▍         | 22/519 [00:13<04:24,  1.88it/s]
      16/80      0.94G      1.095      1.723     0.8329      1.369         13        640:   4%|▍         | 23/519 [00:13<03:41,  2.24it/s]
      16/80      0.94G      1.111      1.736      0.826      1.373         10        640:   4%|▍         | 23/519 [00:14<03:41,  2.24it/s]
      16/80      0.94G      1.111      1.736      0.826      1.373         10        640:   5%|▍         | 24/519 [00:14<03:04,  2.68it/s]
      16/80      0.94G      1.108      1.735     0.8196      1.381          8        640:   5%|▍         | 24/519 [00:14<03:04,  2.68it/s]
      16/80      0.94G      1.108      1.735     0.8196      1.381          8        640:   5%|▍         | 25/519 [00:14<03:39,  2.25it/s]
      16/80      0.94G      1.098      1.737     0.8158      1.376          6        640:   5%|▍         | 25/519 [00:14<03:39,  2.25it/s]
      16/80      0.94G      1.098      1.737     0.8158      1.376          6        640:   5%|▌         | 26/519 [00:14<03:01,  2.72it/s]
      16/80      0.94G      1.101      1.751     0.8157      1.376         12        640:   5%|▌         | 26/519 [00:15<03:01,  2.72it/s]
      16/80      0.94G      1.101      1.751     0.8157      1.376         12        640:   5%|▌         | 27/519 [00:15<02:45,  2.97it/s]
      16/80      0.94G      1.096      1.761     0.8068      1.374          9        640:   5%|▌         | 27/519 [00:15<02:45,  2.97it/s]
      16/80      0.94G      1.091       1.75     0.8069       1.37         11        640:   5%|▌         | 27/519 [00:16<02:45,  2.97it/s]
      16/80      0.94G      1.091       1.75     0.8069       1.37         11        640:   6%|▌         | 29/519 [00:16<04:45,  1.72it/s]
      16/80      0.94G      1.093      1.739     0.8021      1.378          6        640:   6%|▌         | 29/519 [00:17<04:45,  1.72it/s]
      16/80      0.94G      1.093      1.739     0.8021      1.378          6        640:   6%|▌         | 30/519 [00:17<04:03,  2.01it/s]
      16/80      0.94G      1.082      1.732     0.7935      1.375          5        640:   6%|▌         | 30/519 [00:17<04:03,  2.01it/s]
      16/80      0.94G      1.082      1.732     0.7935      1.375          5        640:   6%|▌         | 31/519 [00:17<03:24,  2.38it/s]
      16/80      0.94G       1.08      1.733     0.7889      1.369          9        640:   6%|▌         | 31/519 [00:17<03:24,  2.38it/s]
      16/80      0.94G       1.08      1.733     0.7889      1.369          9        640:   6%|▌         | 32/519 [00:17<02:57,  2.74it/s]
      16/80      0.94G      1.082      1.734     0.7827      1.371         10        640:   6%|▌         | 32/519 [00:18<02:57,  2.74it/s]
      16/80      0.94G      1.082      1.734     0.7827      1.371         10        640:   6%|▋         | 33/519 [00:18<04:08,  1.96it/s]
      16/80      0.94G      1.092      1.737     0.7863      1.379          7        640:   6%|▋         | 33/519 [00:18<04:08,  1.96it/s]
      16/80      0.94G      1.092      1.737     0.7863      1.379          7        640:   7%|▋         | 34/519 [00:18<03:40,  2.20it/s]
      16/80      0.94G      1.095      1.763     0.8044      1.382          7        640:   7%|▋         | 34/519 [00:19<03:40,  2.20it/s]
      16/80      0.94G      1.095      1.763     0.8044      1.382          7        640:   7%|▋         | 35/519 [00:19<03:27,  2.33it/s]
      16/80      0.94G      1.093      1.772     0.8015      1.378         13        640:   7%|▋         | 35/519 [00:19<03:27,  2.33it/s]
      16/80      0.94G      1.093      1.772     0.8015      1.378         13        640:   7%|▋         | 36/519 [00:19<03:06,  2.59it/s]
      16/80      0.94G       1.09      1.779     0.7983      1.378         10        640:   7%|▋         | 36/519 [00:20<03:06,  2.59it/s]
      16/80      0.94G       1.09      1.779     0.7983      1.378         10        640:   7%|▋         | 37/519 [00:20<04:07,  1.95it/s]
      16/80      0.94G      1.084      1.766     0.8022      1.375         10        640:   7%|▋         | 37/519 [00:20<04:07,  1.95it/s]
      16/80      0.94G      1.084      1.766     0.8022      1.375         10        640:   7%|▋         | 38/519 [00:20<03:31,  2.27it/s]
      16/80      0.94G      1.082      1.749     0.7945      1.371         10        640:   7%|▋         | 38/519 [00:20<03:31,  2.27it/s]
      16/80      0.94G      1.082      1.749     0.7945      1.371         10        640:   8%|▊         | 39/519 [00:20<03:03,  2.62it/s]
      16/80      0.94G      1.084      1.736     0.7934      1.368         10        640:   8%|▊         | 39/519 [00:20<03:03,  2.62it/s]
      16/80      0.94G      1.084      1.736     0.7934      1.368         10        640:   8%|▊         | 40/519 [00:20<02:41,  2.97it/s]
      16/80      0.94G      1.083      1.723     0.7901      1.363         12        640:   8%|▊         | 40/519 [00:22<02:41,  2.97it/s]
      16/80      0.94G      1.083      1.723     0.7901      1.363         12        640:   8%|▊         | 41/519 [00:22<05:59,  1.33it/s]
      16/80      0.94G      1.084      1.739     0.7866      1.362         10        640:   8%|▊         | 41/519 [00:22<05:59,  1.33it/s]
      16/80      0.94G      1.084      1.739     0.7866      1.362         10        640:   8%|▊         | 42/519 [00:22<04:49,  1.65it/s]
      16/80      0.94G      1.084      1.731      0.785      1.361          8        640:   8%|▊         | 42/519 [00:23<04:49,  1.65it/s]
      16/80      0.94G      1.084      1.731      0.785      1.361          8        640:   8%|▊         | 43/519 [00:23<03:49,  2.07it/s]
      16/80      0.94G      1.079      1.726     0.7801      1.356         10        640:   8%|▊         | 43/519 [00:23<03:49,  2.07it/s]
      16/80      0.94G      1.079      1.726     0.7801      1.356         10        640:   8%|▊         | 44/519 [00:23<03:14,  2.44it/s]
      16/80      0.94G      1.073      1.725     0.7825      1.353          7        640:   8%|▊         | 44/519 [00:23<03:14,  2.44it/s]
      16/80      0.94G      1.073      1.725     0.7825      1.353          7        640:   9%|▊         | 45/519 [00:23<03:47,  2.09it/s]
      16/80      0.94G      1.073      1.733     0.7787       1.35         13        640:   9%|▊         | 45/519 [00:24<03:47,  2.09it/s]
      16/80      0.94G      1.073      1.733     0.7787       1.35         13        640:   9%|▉         | 46/519 [00:24<03:10,  2.48it/s]
      16/80      0.94G      1.083      1.744     0.7849      1.355         11        640:   9%|▉         | 46/519 [00:24<03:10,  2.48it/s]
      16/80      0.94G      1.083      1.744     0.7849      1.355         11        640:   9%|▉         | 47/519 [00:24<02:45,  2.85it/s]
      16/80      0.94G      1.087      1.754     0.7866      1.358         13        640:   9%|▉         | 47/519 [00:24<02:45,  2.85it/s]
      16/80      0.94G      1.087      1.754     0.7866      1.358         13        640:   9%|▉         | 48/519 [00:24<02:31,  3.10it/s]
      16/80      0.94G      1.089      1.769     0.7893      1.359         11        640:   9%|▉         | 48/519 [00:25<02:31,  3.10it/s]
      16/80      0.94G      1.089      1.769     0.7893      1.359         11        640:   9%|▉         | 49/519 [00:25<04:13,  1.85it/s]
      16/80      0.94G      1.097      1.795      0.795      1.361         13        640:   9%|▉         | 49/519 [00:25<04:13,  1.85it/s]
      16/80      0.94G      1.097      1.795      0.795      1.361         13        640:  10%|▉         | 50/519 [00:25<03:31,  2.22it/s]
      16/80      0.94G      1.099      1.792     0.7912      1.363          6        640:  10%|▉         | 50/519 [00:26<03:31,  2.22it/s]
      16/80      0.94G      1.099      1.792     0.7912      1.363          6        640:  10%|▉         | 51/519 [00:26<04:27,  1.75it/s]
      16/80      0.94G      1.094      1.782     0.7982      1.359          9        640:  10%|▉         | 51/519 [00:27<04:27,  1.75it/s]
      16/80      0.94G      1.094      1.782     0.7982      1.359          9        640:  10%|█         | 52/519 [00:27<03:37,  2.14it/s]
      16/80      0.94G      1.096      1.782     0.7957       1.36         14        640:  10%|█         | 52/519 [00:27<03:37,  2.14it/s]
      16/80      0.94G      1.096      1.782     0.7957       1.36         14        640:  10%|█         | 53/519 [00:27<03:29,  2.23it/s]
      16/80      0.94G      1.096      1.779      0.802       1.36          8        640:  10%|█         | 53/519 [00:27<03:29,  2.23it/s]
      16/80      0.94G      1.096      1.779      0.802       1.36          8        640:  10%|█         | 54/519 [00:27<03:02,  2.55it/s]
      16/80      0.94G      1.094      1.776     0.7996      1.358         11        640:  10%|█         | 54/519 [00:28<03:02,  2.55it/s]
      16/80      0.94G      1.094      1.776     0.7996      1.358         11        640:  11%|█         | 55/519 [00:28<04:30,  1.71it/s]
      16/80      0.94G      1.092      1.776     0.7994      1.356          9        640:  11%|█         | 55/519 [00:28<04:30,  1.71it/s]
      16/80      0.94G      1.092      1.776     0.7994      1.356          9        640:  11%|█         | 56/519 [00:28<03:40,  2.10it/s]
      16/80      0.94G      1.107      1.799     0.8101      1.371          6        640:  11%|█         | 56/519 [00:29<03:40,  2.10it/s]
      16/80      0.94G      1.107      1.799     0.8101      1.371          6        640:  11%|█         | 57/519 [00:29<03:03,  2.52it/s]
      16/80      0.94G      1.107      1.807     0.8113      1.368         10        640:  11%|█         | 57/519 [00:29<03:03,  2.52it/s]
      16/80      0.94G      1.107      1.807     0.8113      1.368         10        640:  11%|█         | 58/519 [00:29<02:34,  2.98it/s]
      16/80      0.94G      1.106      1.812     0.8126      1.367         11        640:  11%|█         | 58/519 [00:30<02:34,  2.98it/s]
      16/80      0.94G      1.106      1.812     0.8126      1.367         11        640:  11%|█▏        | 59/519 [00:30<04:30,  1.70it/s]
      16/80      0.94G      1.117      1.819     0.8279      1.379          9        640:  11%|█▏        | 59/519 [00:30<04:30,  1.70it/s]
      16/80      0.94G      1.117      1.819     0.8279      1.379          9        640:  12%|█▏        | 60/519 [00:30<03:36,  2.12it/s]
      16/80      0.94G       1.12      1.816     0.8263       1.38          9        640:  12%|█▏        | 60/519 [00:30<03:36,  2.12it/s]
      16/80      0.94G       1.12      1.816     0.8263       1.38          9        640:  12%|█▏        | 61/519 [00:30<03:08,  2.43it/s]
      16/80      0.94G       1.12      1.815     0.8283       1.38          8        640:  12%|█▏        | 61/519 [00:31<03:08,  2.43it/s]
      16/80      0.94G       1.12      1.815     0.8283       1.38          8        640:  12%|█▏        | 62/519 [00:31<02:45,  2.77it/s]
      16/80      0.94G      1.119      1.811     0.8281      1.379          9        640:  12%|█▏        | 62/519 [00:32<02:45,  2.77it/s]
      16/80      0.94G      1.119      1.811     0.8281      1.379          9        640:  12%|█▏        | 63/519 [00:32<04:28,  1.70it/s]
      16/80      0.94G      1.122      1.811     0.8282      1.382         10        640:  12%|█▏        | 63/519 [00:32<04:28,  1.70it/s]
      16/80      0.94G      1.122      1.811     0.8282      1.382         10        640:  12%|█▏        | 64/519 [00:32<03:34,  2.12it/s]
      16/80      0.94G      1.128      1.813       0.83      1.381         12        640:  12%|█▏        | 64/519 [00:32<03:34,  2.12it/s]
      16/80      0.94G      1.128      1.813       0.83      1.381         12        640:  13%|█▎        | 65/519 [00:32<03:02,  2.49it/s]
      16/80      0.94G      1.132      1.812     0.8316      1.385         11        640:  13%|█▎        | 65/519 [00:33<03:02,  2.49it/s]
      16/80      0.94G      1.132      1.812     0.8316      1.385         11        640:  13%|█▎        | 66/519 [00:33<02:41,  2.80it/s]
      16/80      0.94G      1.131      1.802     0.8279      1.383          6        640:  13%|█▎        | 66/519 [00:33<02:41,  2.80it/s]
      16/80      0.94G      1.131      1.802     0.8279      1.383          6        640:  13%|█▎        | 67/519 [00:33<03:17,  2.29it/s]
      16/80      0.94G      1.129      1.797     0.8261       1.38          8        640:  13%|█▎        | 67/519 [00:33<03:17,  2.29it/s]
      16/80      0.94G      1.129      1.797     0.8261       1.38          8        640:  13%|█▎        | 68/519 [00:33<02:57,  2.54it/s]
      16/80      0.94G      1.132      1.805       0.83      1.382         10        640:  13%|█▎        | 68/519 [00:34<02:57,  2.54it/s]
      16/80      0.94G      1.132      1.805       0.83      1.382         10        640:  13%|█▎        | 69/519 [00:34<02:37,  2.86it/s]
      16/80      0.94G      1.132       1.81     0.8311      1.379         14        640:  13%|█▎        | 69/519 [00:34<02:37,  2.86it/s]
      16/80      0.94G      1.132       1.81     0.8311      1.379         14        640:  13%|█▎        | 70/519 [00:34<03:35,  2.09it/s]
      16/80      0.94G      1.128      1.802     0.8277      1.376         11        640:  13%|█▎        | 70/519 [00:36<03:35,  2.09it/s]
      16/80      0.94G      1.128      1.802     0.8277      1.376         11        640:  14%|█▎        | 71/519 [00:36<05:12,  1.44it/s]
      16/80      0.94G      1.128      1.804     0.8266      1.373          9        640:  14%|█▎        | 71/519 [00:36<05:12,  1.44it/s]
      16/80      0.94G      1.128      1.804     0.8266      1.373          9        640:  14%|█▍        | 72/519 [00:36<04:19,  1.72it/s]
      16/80      0.94G       1.13      1.804     0.8269      1.372         13        640:  14%|█▍        | 72/519 [00:36<04:19,  1.72it/s]
      16/80      0.94G       1.13      1.804     0.8269      1.372         13        640:  14%|█▍        | 73/519 [00:36<03:30,  2.12it/s]
      16/80      0.94G      1.133      1.804     0.8276      1.374         10        640:  14%|█▍        | 73/519 [00:37<03:30,  2.12it/s]
      16/80      0.94G      1.133      1.804     0.8276      1.374         10        640:  14%|█▍        | 74/519 [00:37<03:18,  2.25it/s]
      16/80      0.94G      1.136      1.812     0.8297      1.375         12        640:  14%|█▍        | 74/519 [00:37<03:18,  2.25it/s]
      16/80      0.94G      1.136      1.812     0.8297      1.375         12        640:  14%|█▍        | 75/519 [00:37<04:08,  1.79it/s]
      16/80      0.94G      1.134      1.809     0.8298      1.375          8        640:  14%|█▍        | 75/519 [00:38<04:08,  1.79it/s]
      16/80      0.94G      1.134      1.809     0.8298      1.375          8        640:  15%|█▍        | 76/519 [00:38<03:33,  2.07it/s]
      16/80      0.94G      1.133      1.803     0.8271      1.372         16        640:  15%|█▍        | 76/519 [00:38<03:33,  2.07it/s]
      16/80      0.94G      1.133      1.803     0.8271      1.372         16        640:  15%|█▍        | 77/519 [00:38<02:57,  2.49it/s]
      16/80      0.94G      1.133      1.804      0.831      1.371          8        640:  15%|█▍        | 77/519 [00:38<02:57,  2.49it/s]
      16/80      0.94G      1.133      1.804      0.831      1.371          8        640:  15%|█▌        | 78/519 [00:38<02:33,  2.88it/s]
      16/80      0.94G      1.131      1.804     0.8293       1.37          9        640:  15%|█▌        | 78/519 [00:40<02:33,  2.88it/s]
      16/80      0.94G      1.131      1.804     0.8293       1.37          9        640:  15%|█▌        | 79/519 [00:40<05:42,  1.29it/s]
      16/80      0.94G      1.128      1.801     0.8264      1.368          8        640:  15%|█▌        | 79/519 [00:40<05:42,  1.29it/s]
      16/80      0.94G      1.128      1.801     0.8264      1.368          8        640:  15%|█▌        | 80/519 [00:40<04:28,  1.63it/s]
      16/80      0.94G      1.124      1.793     0.8222      1.364         10        640:  15%|█▌        | 80/519 [00:40<04:28,  1.63it/s]
      16/80      0.94G      1.124      1.793     0.8222      1.364         10        640:  16%|█▌        | 81/519 [00:40<03:32,  2.06it/s]
      16/80      0.94G      1.125      1.791     0.8214      1.362          8        640:  16%|█▌        | 81/519 [00:41<03:32,  2.06it/s]
      16/80      0.94G      1.125      1.791     0.8214      1.362          8        640:  16%|█▌        | 82/519 [00:41<03:10,  2.30it/s]
      16/80      0.94G      1.123      1.789     0.8199       1.36         12        640:  16%|█▌        | 82/519 [00:42<03:10,  2.30it/s]
      16/80      0.94G      1.123      1.789     0.8199       1.36         12        640:  16%|█▌        | 83/519 [00:42<04:44,  1.53it/s]
      16/80      0.94G      1.123      1.794     0.8192       1.36         14        640:  16%|█▌        | 83/519 [00:42<04:44,  1.53it/s]
      16/80      0.94G      1.123      1.794     0.8192       1.36         14        640:  16%|█▌        | 84/519 [00:42<04:09,  1.74it/s]
      16/80      0.94G       1.12      1.792     0.8177      1.357          9        640:  16%|█▌        | 84/519 [00:42<04:09,  1.74it/s]
      16/80      0.94G       1.12      1.792     0.8177      1.357          9        640:  16%|█▋        | 85/519 [00:42<03:26,  2.10it/s]
      16/80      0.94G      1.117      1.791     0.8149      1.354         13        640:  16%|█▋        | 85/519 [00:43<03:26,  2.10it/s]
      16/80      0.94G      1.117      1.791     0.8149      1.354         13        640:  17%|█▋        | 86/519 [00:43<02:54,  2.48it/s]
      16/80      0.94G      1.115      1.791      0.815      1.353         13        640:  17%|█▋        | 86/519 [00:44<02:54,  2.48it/s]
      16/80      0.94G      1.115      1.791      0.815      1.353         13        640:  17%|█▋        | 87/519 [00:44<05:05,  1.42it/s]
      16/80      0.94G      1.117      1.795      0.823      1.355          6        640:  17%|█▋        | 87/519 [00:44<05:05,  1.42it/s]
      16/80      0.94G      1.117      1.795      0.823      1.355          6        640:  17%|█▋        | 88/519 [00:44<03:59,  1.80it/s]
      16/80      0.94G      1.112      1.788     0.8197      1.351         11        640:  17%|█▋        | 88/519 [00:45<03:59,  1.80it/s]
      16/80      0.94G      1.112      1.788     0.8197      1.351         11        640:  17%|█▋        | 89/519 [00:45<03:26,  2.08it/s]
      16/80      0.94G      1.117      1.795     0.8202      1.357          9        640:  17%|█▋        | 89/519 [00:45<03:26,  2.08it/s]
      16/80      0.94G      1.117      1.795     0.8202      1.357          9        640:  17%|█▋        | 90/519 [00:45<02:59,  2.39it/s]
      16/80      0.94G      1.116      1.793     0.8196      1.355         10        640:  17%|█▋        | 90/519 [00:46<02:59,  2.39it/s]
      16/80      0.94G      1.116      1.793     0.8196      1.355         10        640:  18%|█▊        | 91/519 [00:46<05:00,  1.42it/s]
      16/80      0.94G      1.115      1.788     0.8175      1.355          9        640:  18%|█▊        | 91/519 [00:47<05:00,  1.42it/s]
      16/80      0.94G      1.115      1.788     0.8175      1.355          9        640:  18%|█▊        | 92/519 [00:47<04:02,  1.76it/s]
      16/80      0.94G      1.112      1.781     0.8156      1.354          8        640:  18%|█▊        | 92/519 [00:47<04:02,  1.76it/s]
      16/80      0.94G      1.112      1.781     0.8156      1.354          8        640:  18%|█▊        | 93/519 [00:47<03:20,  2.13it/s]
      16/80      0.94G      1.112      1.784      0.816      1.355         12        640:  18%|█▊        | 93/519 [00:47<03:20,  2.13it/s]
      16/80      0.94G      1.112      1.784      0.816      1.355         12        640:  18%|█▊        | 94/519 [00:47<02:52,  2.47it/s]
      16/80      0.94G      1.115      1.786      0.816      1.357         12        640:  18%|█▊        | 94/519 [00:48<02:52,  2.47it/s]
      16/80      0.94G      1.115      1.786      0.816      1.357         12        640:  18%|█▊        | 95/519 [00:48<03:35,  1.96it/s]
      16/80      0.94G      1.116      1.785     0.8148      1.357          8        640:  18%|█▊        | 95/519 [00:48<03:35,  1.96it/s]
      16/80      0.94G      1.116      1.785     0.8148      1.357          8        640:  18%|█▊        | 96/519 [00:48<02:56,  2.39it/s]
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      16/80      0.94G      1.084      1.758     0.7739      1.314         10        640:  92%|█████████▏| 476/519 [03:47<00:22,  1.95it/s]
      16/80      0.94G      1.084      1.758     0.7739      1.314         10        640:  92%|█████████▏| 477/519 [03:47<00:17,  2.38it/s]
      16/80      0.94G      1.084      1.758     0.7736      1.313         16        640:  92%|█████████▏| 477/519 [03:47<00:17,  2.38it/s]
      16/80      0.94G      1.084      1.758     0.7736      1.313         16        640:  92%|█████████▏| 478/519 [03:47<00:15,  2.73it/s]
      16/80      0.94G      1.084      1.758     0.7734      1.314          5        640:  92%|█████████▏| 478/519 [03:48<00:15,  2.73it/s]
      16/80      0.94G      1.084      1.758     0.7734      1.314          5        640:  92%|█████████▏| 479/519 [03:48<00:22,  1.77it/s]
      16/80      0.94G      1.084      1.756     0.7731      1.314          9        640:  92%|█████████▏| 479/519 [03:48<00:22,  1.77it/s]
      16/80      0.94G      1.084      1.756     0.7731      1.314          9        640:  92%|█████████▏| 480/519 [03:48<00:17,  2.19it/s]
      16/80      0.94G      1.083      1.756      0.773      1.313         11        640:  92%|█████████▏| 480/519 [03:49<00:17,  2.19it/s]
      16/80      0.94G      1.083      1.756      0.773      1.313         11        640:  93%|█████████▎| 481/519 [03:49<00:14,  2.56it/s]
      16/80      0.94G      1.083      1.757     0.7727      1.313         14        640:  93%|█████████▎| 481/519 [03:49<00:14,  2.56it/s]
      16/80      0.94G      1.083      1.757     0.7727      1.313         14        640:  93%|█████████▎| 482/519 [03:49<00:12,  2.87it/s]
      16/80      0.94G      1.083      1.758     0.7727      1.313         10        640:  93%|█████████▎| 482/519 [03:50<00:12,  2.87it/s]
      16/80      0.94G      1.083      1.758     0.7727      1.313         10        640:  93%|█████████▎| 483/519 [03:50<00:21,  1.69it/s]
      16/80      0.94G      1.082      1.758     0.7722      1.313         11        640:  93%|█████████▎| 483/519 [03:50<00:21,  1.69it/s]
      16/80      0.94G      1.082      1.758     0.7722      1.313         11        640:  93%|█████████▎| 484/519 [03:50<00:17,  2.03it/s]
      16/80      0.94G      1.082      1.758     0.7721      1.313          7        640:  93%|█████████▎| 484/519 [03:51<00:17,  2.03it/s]
      16/80      0.94G      1.082      1.758     0.7721      1.313          7        640:  93%|█████████▎| 485/519 [03:51<00:14,  2.38it/s]
      16/80      0.94G      1.082      1.756     0.7716      1.312          7        640:  93%|█████████▎| 485/519 [03:51<00:14,  2.38it/s]
      16/80      0.94G      1.082      1.756     0.7716      1.312          7        640:  94%|█████████▎| 486/519 [03:51<00:12,  2.62it/s]
      16/80      0.94G      1.081      1.755     0.7711      1.312         16        640:  94%|█████████▎| 486/519 [03:52<00:12,  2.62it/s]
      16/80      0.94G      1.081      1.755     0.7711      1.312         16        640:  94%|█████████▍| 487/519 [03:52<00:18,  1.77it/s]
      16/80      0.94G      1.081      1.754     0.7706      1.311         11        640:  94%|█████████▍| 487/519 [03:52<00:18,  1.77it/s]
      16/80      0.94G      1.081      1.754     0.7706      1.311         11        640:  94%|█████████▍| 488/519 [03:52<00:14,  2.19it/s]
      16/80      0.94G      1.081      1.754     0.7702      1.311         10        640:  94%|█████████▍| 488/519 [03:52<00:14,  2.19it/s]
      16/80      0.94G      1.081      1.754     0.7702      1.311         10        640:  94%|█████████▍| 489/519 [03:52<00:11,  2.68it/s]
      16/80      0.94G       1.08      1.753     0.7704      1.311         10        640:  94%|█████████▍| 489/519 [03:53<00:11,  2.68it/s]
      16/80      0.94G       1.08      1.753     0.7704      1.311         10        640:  94%|█████████▍| 490/519 [03:53<00:10,  2.89it/s]
      16/80      0.94G      1.081      1.754     0.7711      1.312         12        640:  94%|█████████▍| 490/519 [03:53<00:10,  2.89it/s]
      16/80      0.94G      1.081      1.754     0.7711      1.312         12        640:  95%|█████████▍| 491/519 [03:53<00:14,  1.94it/s]
      16/80      0.94G       1.08      1.754     0.7712      1.311          8        640:  95%|█████████▍| 491/519 [03:54<00:14,  1.94it/s]
      16/80      0.94G       1.08      1.754     0.7712      1.311          8        640:  95%|█████████▍| 492/519 [03:54<00:11,  2.39it/s]
      16/80      0.94G       1.08      1.755     0.7715      1.311         12        640:  95%|█████████▍| 492/519 [03:54<00:11,  2.39it/s]
      16/80      0.94G       1.08      1.755     0.7715      1.311         12        640:  95%|█████████▍| 493/519 [03:54<00:09,  2.82it/s]
      16/80      0.94G      1.081      1.755     0.7717      1.311         12        640:  95%|█████████▍| 493/519 [03:54<00:09,  2.82it/s]
      16/80      0.94G      1.081      1.755     0.7717      1.311         12        640:  95%|█████████▌| 494/519 [03:54<00:07,  3.13it/s]
      16/80      0.94G       1.08      1.754     0.7716       1.31          9        640:  95%|█████████▌| 494/519 [03:55<00:07,  3.13it/s]
      16/80      0.94G       1.08      1.754     0.7716       1.31          9        640:  95%|█████████▌| 495/519 [03:55<00:11,  2.17it/s]
      16/80      0.94G       1.08      1.754     0.7712       1.31         12        640:  95%|█████████▌| 495/519 [03:55<00:11,  2.17it/s]
      16/80      0.94G       1.08      1.754     0.7712       1.31         12        640:  96%|█████████▌| 496/519 [03:55<00:10,  2.24it/s]
      16/80      0.94G       1.08      1.753      0.771       1.31         11        640:  96%|█████████▌| 496/519 [03:56<00:10,  2.24it/s]
      16/80      0.94G       1.08      1.753      0.771       1.31         11        640:  96%|█████████▌| 497/519 [03:56<00:08,  2.63it/s]
      16/80      0.94G       1.08      1.754     0.7712       1.31          9        640:  96%|█████████▌| 497/519 [03:56<00:08,  2.63it/s]
      16/80      0.94G       1.08      1.754     0.7712       1.31          9        640:  96%|█████████▌| 498/519 [03:56<00:07,  3.00it/s]
      16/80      0.94G      1.079      1.752     0.7708       1.31          9        640:  96%|█████████▌| 498/519 [03:58<00:07,  3.00it/s]
      16/80      0.94G      1.079      1.752     0.7708       1.31          9        640:  96%|█████████▌| 499/519 [03:58<00:15,  1.33it/s]
      16/80      0.94G       1.08      1.753     0.7707       1.31         12        640:  96%|█████████▌| 499/519 [03:58<00:15,  1.33it/s]
      16/80      0.94G       1.08      1.753     0.7707       1.31         12        640:  96%|█████████▋| 500/519 [03:58<00:11,  1.71it/s]
      16/80      0.94G       1.08      1.753     0.7706      1.311          7        640:  96%|█████████▋| 500/519 [03:58<00:11,  1.71it/s]
      16/80      0.94G       1.08      1.753     0.7706      1.311          7        640:  97%|█████████▋| 501/519 [03:58<00:08,  2.13it/s]
      16/80      0.94G       1.08      1.753     0.7707      1.311          9        640:  97%|█████████▋| 501/519 [03:58<00:08,  2.13it/s]
      16/80      0.94G       1.08      1.753     0.7707      1.311          9        640:  97%|█████████▋| 502/519 [03:58<00:06,  2.52it/s]
      16/80      0.94G      1.081      1.753     0.7709      1.312         11        640:  97%|█████████▋| 502/519 [03:59<00:06,  2.52it/s]
      16/80      0.94G      1.081      1.753     0.7709      1.312         11        640:  97%|█████████▋| 503/519 [03:59<00:09,  1.64it/s]
      16/80      0.94G      1.081      1.752     0.7709      1.311         10        640:  97%|█████████▋| 503/519 [03:59<00:09,  1.64it/s]
      16/80      0.94G      1.081      1.752     0.7709      1.311         10        640:  97%|█████████▋| 504/519 [03:59<00:07,  2.04it/s]
      16/80      0.94G      1.081      1.753     0.7707      1.311         12        640:  97%|█████████▋| 504/519 [04:00<00:07,  2.04it/s]
      16/80      0.94G      1.081      1.753     0.7707      1.311         12        640:  97%|█████████▋| 505/519 [04:00<00:05,  2.51it/s]
      16/80      0.94G      1.081      1.752     0.7703      1.311          8        640:  97%|█████████▋| 505/519 [04:00<00:05,  2.51it/s]
      16/80      0.94G      1.081      1.752     0.7703      1.311          8        640:  97%|█████████▋| 506/519 [04:00<00:04,  2.91it/s]
      16/80      0.94G      1.081      1.752     0.7701      1.312          7        640:  97%|█████████▋| 506/519 [04:01<00:04,  2.91it/s]
      16/80      0.94G      1.081      1.752     0.7701      1.312          7        640:  98%|█████████▊| 507/519 [04:01<00:06,  1.82it/s]
      16/80      0.94G      1.082      1.753     0.7705      1.313          8        640:  98%|█████████▊| 507/519 [04:01<00:06,  1.82it/s]
      16/80      0.94G      1.082      1.753     0.7705      1.313          8        640:  98%|█████████▊| 508/519 [04:01<00:04,  2.29it/s]
      16/80      0.94G      1.082      1.752     0.7703      1.312         14        640:  98%|█████████▊| 508/519 [04:01<00:04,  2.29it/s]
      16/80      0.94G      1.082      1.752     0.7703      1.312         14        640:  98%|█████████▊| 509/519 [04:01<00:03,  2.62it/s]
      16/80      0.94G      1.082      1.752     0.7702      1.312          8        640:  98%|█████████▊| 509/519 [04:02<00:03,  2.62it/s]
      16/80      0.94G      1.082      1.752     0.7702      1.312          8        640:  98%|█████████▊| 510/519 [04:02<00:03,  2.94it/s]
      16/80      0.94G      1.082      1.754     0.7706      1.313          9        640:  98%|█████████▊| 510/519 [04:02<00:03,  2.94it/s]
      16/80      0.94G      1.082      1.754     0.7706      1.313          9        640:  98%|█████████▊| 511/519 [04:02<00:03,  2.23it/s]
      16/80      0.94G      1.082      1.753     0.7706      1.313          8        640:  98%|█████████▊| 511/519 [04:02<00:03,  2.23it/s]
      16/80      0.94G      1.082      1.753     0.7706      1.313          8        640:  99%|█████████▊| 512/519 [04:02<00:02,  2.63it/s]
      16/80      0.94G      1.083      1.753     0.7708      1.313          9        640:  99%|█████████▊| 512/519 [04:03<00:02,  2.63it/s]
      16/80      0.94G      1.083      1.753     0.7708      1.313          9        640:  99%|█████████▉| 513/519 [04:03<00:01,  3.17it/s]
      16/80      0.94G      1.082      1.752     0.7703      1.313         11        640:  99%|█████████▉| 513/519 [04:03<00:01,  3.17it/s]
      16/80      0.94G      1.082      1.752     0.7703      1.313         11        640:  99%|█████████▉| 514/519 [04:03<00:01,  3.76it/s]
      16/80      0.94G      1.082      1.752     0.7699      1.313         11        640:  99%|█████████▉| 514/519 [04:03<00:01,  3.76it/s]
      16/80      0.94G      1.082      1.752     0.7699      1.313         11        640:  99%|█████████▉| 515/519 [04:03<00:01,  3.01it/s]
      16/80      0.94G      1.082      1.752       0.77      1.313          6        640:  99%|█████████▉| 515/519 [04:03<00:01,  3.01it/s]
      16/80      0.94G      1.082      1.752       0.77      1.313          6        640:  99%|█████████▉| 516/519 [04:03<00:00,  3.69it/s]
      16/80      0.94G      1.081      1.752     0.7696      1.313         10        640:  99%|█████████▉| 516/519 [04:03<00:00,  3.69it/s]
      16/80      0.94G      1.081      1.752     0.7696      1.313         10        640: 100%|█████████▉| 517/519 [04:03<00:00,  4.52it/s]
      16/80      0.94G      1.081      1.751     0.7693      1.313         12        640: 100%|█████████▉| 517/519 [04:04<00:00,  4.52it/s]
      16/80      0.94G      1.081      1.751     0.7693      1.313         12        640: 100%|█████████▉| 518/519 [04:04<00:00,  5.25it/s]
      16/80      0.94G       1.08       1.75     0.7688      1.312         11        640: 100%|█████████▉| 518/519 [04:04<00:00,  5.25it/s]
      16/80      0.94G       1.08       1.75     0.7688      1.312         11        640: 100%|██████████| 519/519 [04:04<00:00,  4.68it/s]
      16/80      0.94G       1.08       1.75     0.7688      1.312         11        640: 100%|██████████| 519/519 [04:04<00:00,  2.12it/s]
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                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:43,  6.31s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:59,  2.85s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:45,  1.70s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:13,  1.21s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<00:59,  1.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:50,  1.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:43,  1.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:36,  1.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:32,  1.75it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:27,  2.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:23,  2.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:23,  2.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:23,  2.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:23,  2.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:24,  1.93it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:23,  2.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:24,  1.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:25,  1.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:25,  1.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:26,  1.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:21,  1.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:17,  2.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:05,  5.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:04,  6.41it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  7.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.83it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:04,  6.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:03,  6.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.27it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  6.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.45it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.60it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  7.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:22<00:01,  8.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:00,  9.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  89%|████████▉ | 58/65 [00:22<00:00,  9.51it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  92%|█████████▏| 60/65 [00:22<00:00,  9.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.75it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.88it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.79it/s]
-                   all        519        519      0.951      0.933      0.979      0.709      0.951      0.933      0.979      0.689
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
      17/80      0.94G      1.214      2.155      1.122      1.369         12        640:   0%|          | 0/519 [00:03<?, ?it/s]
      17/80      0.94G      1.214      2.155      1.122      1.369         12        640:   0%|          | 1/519 [00:03<32:50,  3.80s/it]
      17/80      0.94G      1.048      1.703     0.8055      1.304         12        640:   0%|          | 1/519 [00:04<32:50,  3.80s/it]
      17/80      0.94G      1.048      1.703     0.8055      1.304         12        640:   0%|          | 2/519 [00:04<14:47,  1.72s/it]
      17/80      0.94G      1.102      1.915      0.983       1.31         10        640:   0%|          | 2/519 [00:04<14:47,  1.72s/it]
      17/80      0.94G      1.102      1.915      0.983       1.31         10        640:   1%|          | 3/519 [00:04<08:49,  1.03s/it]
      17/80      0.94G      1.136      1.992     0.9906      1.334         12        640:   1%|          | 3/519 [00:04<08:49,  1.03s/it]
      17/80      0.94G      1.136      1.992     0.9906      1.334         12        640:   1%|          | 4/519 [00:04<06:03,  1.42it/s]
      17/80      0.94G      1.066      2.045     0.8989      1.298         10        640:   1%|          | 4/519 [00:05<06:03,  1.42it/s]
      17/80      0.94G      1.066      2.045     0.8989      1.298         10        640:   1%|          | 5/519 [00:05<07:57,  1.08it/s]
      17/80      0.94G      1.047      2.003     0.9125       1.28         11        640:   1%|          | 5/519 [00:06<07:57,  1.08it/s]
      17/80      0.94G      1.047      2.003     0.9125       1.28         11        640:   1%|          | 6/519 [00:06<05:56,  1.44it/s]
      17/80      0.94G      1.012      1.876     0.8606      1.248         10        640:   1%|          | 6/519 [00:06<05:56,  1.44it/s]
      17/80      0.94G      1.012      1.876     0.8606      1.248         10        640:   1%|▏         | 7/519 [00:06<04:38,  1.84it/s]
      17/80      0.94G     0.9895      1.754     0.8289      1.239         10        640:   1%|▏         | 7/519 [00:06<04:38,  1.84it/s]
      17/80      0.94G     0.9895      1.754     0.8289      1.239         10        640:   2%|▏         | 8/519 [00:06<03:47,  2.24it/s]
      17/80      0.94G     0.9773      1.724     0.8023      1.225         10        640:   2%|▏         | 8/519 [00:08<03:47,  2.24it/s]
      17/80      0.94G     0.9773      1.724     0.8023      1.225         10        640:   2%|▏         | 9/519 [00:08<06:41,  1.27it/s]
      17/80      0.94G     0.9829      1.731     0.7912      1.229         11        640:   2%|▏         | 9/519 [00:08<06:41,  1.27it/s]
      17/80      0.94G     0.9829      1.731     0.7912      1.229         11        640:   2%|▏         | 10/519 [00:08<05:14,  1.62it/s]
      17/80      0.94G     0.9964      1.743     0.7869      1.229          9        640:   2%|▏         | 10/519 [00:08<05:14,  1.62it/s]
      17/80      0.94G     0.9964      1.743     0.7869      1.229          9        640:   2%|▏         | 11/519 [00:08<04:12,  2.02it/s]
      17/80      0.94G      1.037      1.781     0.8187      1.265          7        640:   2%|▏         | 11/519 [00:08<04:12,  2.02it/s]
      17/80      0.94G      1.037      1.781     0.8187      1.265          7        640:   2%|▏         | 12/519 [00:08<03:27,  2.44it/s]
      17/80      0.94G      1.046      1.737     0.8132       1.27         13        640:   2%|▏         | 12/519 [00:10<03:27,  2.44it/s]
      17/80      0.94G      1.046      1.737     0.8132       1.27         13        640:   3%|▎         | 13/519 [00:10<07:06,  1.19it/s]
      17/80      0.94G       1.04        1.7      0.793      1.275          8        640:   3%|▎         | 13/519 [00:10<07:06,  1.19it/s]
      17/80      0.94G       1.04        1.7      0.793      1.275          8        640:   3%|▎         | 14/519 [00:10<05:16,  1.60it/s]
      17/80      0.94G      1.079      1.743     0.8126      1.303          6        640:   3%|▎         | 14/519 [00:10<05:16,  1.60it/s]
      17/80      0.94G      1.079      1.743     0.8126      1.303          6        640:   3%|▎         | 15/519 [00:10<04:01,  2.09it/s]
      17/80      0.94G      1.071      1.713     0.7982      1.295         10        640:   3%|▎         | 15/519 [00:11<04:01,  2.09it/s]
      17/80      0.94G      1.071      1.713     0.7982      1.295         10        640:   3%|▎         | 16/519 [00:11<03:27,  2.42it/s]
      17/80      0.94G      1.073      1.721     0.7989      1.296         10        640:   3%|▎         | 16/519 [00:11<03:27,  2.42it/s]
      17/80      0.94G      1.073      1.721     0.7989      1.296         10        640:   3%|▎         | 17/519 [00:11<04:01,  2.08it/s]
      17/80      0.94G      1.087      1.714     0.7947      1.314          6        640:   3%|▎         | 17/519 [00:11<04:01,  2.08it/s]
      17/80      0.94G      1.087      1.714     0.7947      1.314          6        640:   3%|▎         | 18/519 [00:11<03:22,  2.47it/s]
      17/80      0.94G      1.081      1.726     0.7832      1.309          6        640:   3%|▎         | 18/519 [00:12<03:22,  2.47it/s]
      17/80      0.94G      1.081      1.726     0.7832      1.309          6        640:   4%|▎         | 19/519 [00:12<02:54,  2.86it/s]
      17/80      0.94G      1.083      1.718     0.7855      1.306         11        640:   4%|▎         | 19/519 [00:12<02:54,  2.86it/s]
      17/80      0.94G      1.083      1.718     0.7855      1.306         11        640:   4%|▍         | 20/519 [00:12<02:36,  3.18it/s]
      17/80      0.94G      1.084       1.72     0.7792      1.303          9        640:   4%|▍         | 20/519 [00:13<02:36,  3.18it/s]
      17/80      0.94G      1.084       1.72     0.7792      1.303          9        640:   4%|▍         | 21/519 [00:13<05:05,  1.63it/s]
      17/80      0.94G      1.076      1.713     0.7715      1.301          8        640:   4%|▍         | 21/519 [00:13<05:05,  1.63it/s]
      17/80      0.94G      1.076      1.713     0.7715      1.301          8        640:   4%|▍         | 22/519 [00:13<04:06,  2.02it/s]
      17/80      0.94G      1.079      1.723     0.7754      1.303         11        640:   4%|▍         | 22/519 [00:14<04:06,  2.02it/s]
      17/80      0.94G      1.079      1.723     0.7754      1.303         11        640:   4%|▍         | 23/519 [00:14<03:30,  2.35it/s]
      17/80      0.94G      1.086      1.751     0.7861      1.307         10        640:   4%|▍         | 23/519 [00:14<03:30,  2.35it/s]
      17/80      0.94G      1.086      1.751     0.7861      1.307         10        640:   5%|▍         | 24/519 [00:14<03:08,  2.63it/s]
      17/80      0.94G       1.08       1.74     0.7764      1.305         10        640:   5%|▍         | 24/519 [00:15<03:08,  2.63it/s]
      17/80      0.94G       1.08       1.74     0.7764      1.305         10        640:   5%|▍         | 25/519 [00:15<05:07,  1.61it/s]
      17/80      0.94G      1.086      1.754     0.7784      1.307         11        640:   5%|▍         | 25/519 [00:15<05:07,  1.61it/s]
      17/80      0.94G      1.086      1.754     0.7784      1.307         11        640:   5%|▌         | 26/519 [00:15<04:10,  1.97it/s]
      17/80      0.94G      1.094      1.778      0.785      1.313          5        640:   5%|▌         | 26/519 [00:16<04:10,  1.97it/s]
      17/80      0.94G      1.094      1.778      0.785      1.313          5        640:   5%|▌         | 27/519 [00:16<03:25,  2.39it/s]
      17/80      0.94G      1.089       1.77     0.7793      1.314         13        640:   5%|▌         | 27/519 [00:16<03:25,  2.39it/s]
      17/80      0.94G      1.089       1.77     0.7793      1.314         13        640:   5%|▌         | 28/519 [00:16<03:00,  2.73it/s]
      17/80      0.94G      1.083      1.772     0.7795      1.314         12        640:   5%|▌         | 28/519 [00:17<03:00,  2.73it/s]
      17/80      0.94G      1.083      1.772     0.7795      1.314         12        640:   6%|▌         | 29/519 [00:17<04:52,  1.68it/s]
      17/80      0.94G      1.074      1.755     0.7727      1.307         13        640:   6%|▌         | 29/519 [00:17<04:52,  1.68it/s]
      17/80      0.94G      1.082      1.751     0.7742       1.31         12        640:   6%|▌         | 29/519 [00:17<04:52,  1.68it/s]
      17/80      0.94G      1.082      1.751     0.7742       1.31         12        640:   6%|▌         | 31/519 [00:17<02:51,  2.84it/s]
      17/80      0.94G      1.073      1.754     0.7728      1.306          9        640:   6%|▌         | 31/519 [00:17<02:51,  2.84it/s]
      17/80      0.94G      1.073      1.754     0.7728      1.306          9        640:   6%|▌         | 32/519 [00:17<02:28,  3.28it/s]
      17/80      0.94G      1.072      1.758     0.7729      1.311          9        640:   6%|▌         | 32/519 [00:19<02:28,  3.28it/s]
      17/80      0.94G      1.072      1.758     0.7729      1.311          9        640:   6%|▋         | 33/519 [00:19<04:59,  1.62it/s]
      17/80      0.94G      1.076      1.746     0.7673      1.316          7        640:   6%|▋         | 33/519 [00:19<04:59,  1.62it/s]
      17/80      0.94G      1.076      1.746     0.7673      1.316          7        640:   7%|▋         | 34/519 [00:19<04:03,  1.99it/s]
      17/80      0.94G      1.071      1.732     0.7627       1.31         10        640:   7%|▋         | 34/519 [00:19<04:03,  1.99it/s]
      17/80      0.94G      1.071      1.732     0.7627       1.31         10        640:   7%|▋         | 35/519 [00:19<03:29,  2.31it/s]
      17/80      0.94G      1.094      1.748     0.7699      1.323         11        640:   7%|▋         | 35/519 [00:19<03:29,  2.31it/s]
      17/80      0.94G      1.094      1.748     0.7699      1.323         11        640:   7%|▋         | 36/519 [00:19<02:59,  2.68it/s]
      17/80      0.94G      1.094      1.742      0.767      1.323          9        640:   7%|▋         | 36/519 [00:20<02:59,  2.68it/s]
      17/80      0.94G      1.094      1.742      0.767      1.323          9        640:   7%|▋         | 37/519 [00:20<04:32,  1.77it/s]
      17/80      0.94G      1.094      1.744     0.7661      1.322         14        640:   7%|▋         | 37/519 [00:21<04:32,  1.77it/s]
      17/80      0.94G      1.094      1.744     0.7661      1.322         14        640:   7%|▋         | 38/519 [00:21<03:47,  2.11it/s]
      17/80      0.94G      1.091       1.75     0.7659       1.32         10        640:   7%|▋         | 38/519 [00:21<03:47,  2.11it/s]
      17/80      0.94G      1.091       1.75     0.7659       1.32         10        640:   8%|▊         | 39/519 [00:21<03:12,  2.50it/s]
      17/80      0.94G      1.091      1.749     0.7691      1.319         13        640:   8%|▊         | 39/519 [00:21<03:12,  2.50it/s]
      17/80      0.94G      1.091      1.749     0.7691      1.319         13        640:   8%|▊         | 40/519 [00:21<02:44,  2.91it/s]
      17/80      0.94G      1.091      1.762     0.7691      1.322          6        640:   8%|▊         | 40/519 [00:22<02:44,  2.91it/s]
      17/80      0.94G      1.091      1.762     0.7691      1.322          6        640:   8%|▊         | 41/519 [00:22<04:36,  1.73it/s]
      17/80      0.94G      1.088      1.759     0.7645      1.322          7        640:   8%|▊         | 41/519 [00:23<04:36,  1.73it/s]
      17/80      0.94G      1.088      1.759     0.7645      1.322          7        640:   8%|▊         | 42/519 [00:23<03:50,  2.07it/s]
      17/80      0.94G      1.091      1.765      0.767      1.323         12        640:   8%|▊         | 42/519 [00:23<03:50,  2.07it/s]
      17/80      0.94G      1.091      1.765      0.767      1.323         12        640:   8%|▊         | 43/519 [00:23<03:12,  2.48it/s]
      17/80      0.94G      1.087      1.754     0.7632      1.321         13        640:   8%|▊         | 43/519 [00:23<03:12,  2.48it/s]
      17/80      0.94G      1.087      1.754     0.7632      1.321         13        640:   8%|▊         | 44/519 [00:23<02:53,  2.73it/s]
      17/80      0.94G      1.087      1.753      0.761       1.32          7        640:   8%|▊         | 44/519 [00:24<02:53,  2.73it/s]
      17/80      0.94G      1.087      1.753      0.761       1.32          7        640:   9%|▊         | 45/519 [00:24<03:42,  2.13it/s]
      17/80      0.94G      1.086      1.745     0.7582      1.315          9        640:   9%|▊         | 45/519 [00:24<03:42,  2.13it/s]
      17/80      0.94G      1.086      1.745     0.7582      1.315          9        640:   9%|▉         | 46/519 [00:24<03:12,  2.46it/s]
      17/80      0.94G      1.088      1.743     0.7647      1.313         13        640:   9%|▉         | 46/519 [00:24<03:12,  2.46it/s]
      17/80      0.94G      1.088      1.743     0.7647      1.313         13        640:   9%|▉         | 47/519 [00:24<02:44,  2.87it/s]
      17/80      0.94G      1.089      1.749      0.771      1.315          8        640:   9%|▉         | 47/519 [00:24<02:44,  2.87it/s]
      17/80      0.94G      1.089      1.749      0.771      1.315          8        640:   9%|▉         | 48/519 [00:24<02:28,  3.18it/s]
      17/80      0.94G      1.095      1.757     0.7699      1.317         11        640:   9%|▉         | 48/519 [00:26<02:28,  3.18it/s]
      17/80      0.94G      1.095      1.757     0.7699      1.317         11        640:   9%|▉         | 49/519 [00:26<04:16,  1.83it/s]
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      17/80      0.94G      1.081      1.749     0.7745      1.312         11        640:  95%|█████████▍| 492/519 [03:50<00:10,  2.46it/s]
      17/80      0.94G      1.081      1.749     0.7745      1.312         11        640:  95%|█████████▍| 493/519 [03:50<00:09,  2.74it/s]
      17/80      0.94G       1.08      1.749     0.7745      1.312          8        640:  95%|█████████▍| 493/519 [03:51<00:09,  2.74it/s]
      17/80      0.94G       1.08      1.749     0.7745      1.312          8        640:  95%|█████████▌| 494/519 [03:51<00:13,  1.91it/s]
      17/80      0.94G      1.081      1.749     0.7748      1.312         11        640:  95%|█████████▌| 494/519 [03:52<00:13,  1.91it/s]
      17/80      0.94G      1.081      1.749     0.7748      1.312         11        640:  95%|█████████▌| 495/519 [03:52<00:10,  2.24it/s]
      17/80      0.94G      1.081      1.749     0.7746      1.312         10        640:  95%|█████████▌| 495/519 [03:52<00:10,  2.24it/s]
      17/80      0.94G      1.081      1.749     0.7746      1.312         10        640:  96%|█████████▌| 496/519 [03:52<00:08,  2.70it/s]
      17/80      0.94G       1.08      1.748     0.7744      1.312          9        640:  96%|█████████▌| 496/519 [03:52<00:08,  2.70it/s]
      17/80      0.94G       1.08      1.748     0.7744      1.312          9        640:  96%|█████████▌| 497/519 [03:52<00:07,  3.05it/s]
      17/80      0.94G      1.081       1.75     0.7749      1.313          8        640:  96%|█████████▌| 497/519 [03:53<00:07,  3.05it/s]
      17/80      0.94G      1.081       1.75     0.7749      1.313          8        640:  96%|█████████▌| 498/519 [03:53<00:10,  1.99it/s]
      17/80      0.94G      1.081       1.75     0.7749      1.313          7        640:  96%|█████████▌| 498/519 [03:53<00:10,  1.99it/s]
      17/80      0.94G      1.081       1.75     0.7749      1.313          7        640:  96%|█████████▌| 499/519 [03:53<00:08,  2.38it/s]
      17/80      0.94G      1.082      1.751     0.7754      1.314          8        640:  96%|█████████▌| 499/519 [03:53<00:08,  2.38it/s]
      17/80      0.94G      1.082      1.751     0.7754      1.314          8        640:  96%|█████████▋| 500/519 [03:53<00:07,  2.69it/s]
      17/80      0.94G      1.082      1.751     0.7754      1.314         12        640:  96%|█████████▋| 500/519 [03:54<00:07,  2.69it/s]
      17/80      0.94G      1.082      1.751     0.7754      1.314         12        640:  97%|█████████▋| 501/519 [03:54<00:05,  3.15it/s]
      17/80      0.94G      1.082      1.751     0.7754      1.313         16        640:  97%|█████████▋| 501/519 [03:54<00:05,  3.15it/s]
      17/80      0.94G      1.082      1.751     0.7754      1.313         16        640:  97%|█████████▋| 502/519 [03:54<00:07,  2.41it/s]
      17/80      0.94G      1.082      1.751     0.7753      1.313         13        640:  97%|█████████▋| 502/519 [03:54<00:07,  2.41it/s]
      17/80      0.94G      1.082      1.751     0.7753      1.313         13        640:  97%|█████████▋| 503/519 [03:54<00:05,  2.71it/s]
      17/80      0.94G      1.082      1.751     0.7751      1.313          8        640:  97%|█████████▋| 503/519 [03:55<00:05,  2.71it/s]
      17/80      0.94G      1.082      1.751     0.7751      1.313          8        640:  97%|█████████▋| 504/519 [03:55<00:04,  3.01it/s]
      17/80      0.94G      1.082      1.752     0.7753      1.314          7        640:  97%|█████████▋| 504/519 [03:55<00:04,  3.01it/s]
      17/80      0.94G      1.082      1.752     0.7753      1.314          7        640:  97%|█████████▋| 505/519 [03:55<00:04,  3.37it/s]
      17/80      0.94G      1.082      1.752     0.7752      1.314         10        640:  97%|█████████▋| 505/519 [03:57<00:04,  3.37it/s]
      17/80      0.94G      1.082      1.752     0.7752      1.314         10        640:  97%|█████████▋| 506/519 [03:57<00:09,  1.36it/s]
      17/80      0.94G      1.082      1.753     0.7753      1.313         13        640:  97%|█████████▋| 506/519 [03:57<00:09,  1.36it/s]
      17/80      0.94G      1.082      1.753     0.7753      1.313         13        640:  98%|█████████▊| 507/519 [03:57<00:06,  1.74it/s]
      17/80      0.94G      1.082      1.752     0.7749      1.313         10        640:  98%|█████████▊| 507/519 [03:57<00:06,  1.74it/s]
      17/80      0.94G      1.082      1.752     0.7749      1.313         10        640:  98%|█████████▊| 508/519 [03:57<00:05,  2.09it/s]
      17/80      0.94G      1.082      1.753     0.7751      1.314          9        640:  98%|█████████▊| 508/519 [03:57<00:05,  2.09it/s]
      17/80      0.94G      1.082      1.753     0.7751      1.314          9        640:  98%|█████████▊| 509/519 [03:57<00:04,  2.31it/s]
      17/80      0.94G      1.082      1.754     0.7754      1.314         11        640:  98%|█████████▊| 509/519 [03:58<00:04,  2.31it/s]
      17/80      0.94G      1.082      1.754     0.7754      1.314         11        640:  98%|█████████▊| 510/519 [03:58<00:03,  2.39it/s]
      17/80      0.94G      1.083      1.754     0.7754      1.314          9        640:  98%|█████████▊| 510/519 [03:58<00:03,  2.39it/s]
      17/80      0.94G      1.083      1.754     0.7754      1.314          9        640:  98%|█████████▊| 511/519 [03:58<00:03,  2.66it/s]
      17/80      0.94G      1.082      1.755     0.7753      1.314         10        640:  98%|█████████▊| 511/519 [03:59<00:03,  2.66it/s]
      17/80      0.94G      1.082      1.755     0.7753      1.314         10        640:  99%|█████████▊| 512/519 [03:59<00:03,  1.97it/s]
      17/80      0.94G      1.083      1.757     0.7751      1.314          7        640:  99%|█████████▊| 512/519 [03:59<00:03,  1.97it/s]
      17/80      0.94G      1.083      1.757     0.7751      1.314          7        640:  99%|█████████▉| 513/519 [03:59<00:02,  2.33it/s]
      17/80      0.94G      1.083      1.757     0.7752      1.314         15        640:  99%|█████████▉| 513/519 [04:00<00:02,  2.33it/s]
      17/80      0.94G      1.083      1.757     0.7752      1.314         15        640:  99%|█████████▉| 514/519 [04:00<00:02,  2.32it/s]
      17/80      0.94G      1.082      1.756     0.7748      1.314         12        640:  99%|█████████▉| 514/519 [04:00<00:02,  2.32it/s]
      17/80      0.94G      1.082      1.756     0.7748      1.314         12        640:  99%|█████████▉| 515/519 [04:00<00:01,  2.85it/s]
      17/80      0.94G      1.082      1.756     0.7752      1.313          9        640:  99%|█████████▉| 515/519 [04:01<00:01,  2.85it/s]
      17/80      0.94G      1.082      1.756     0.7752      1.313          9        640:  99%|█████████▉| 516/519 [04:01<00:01,  2.02it/s]
      17/80      0.94G      1.082      1.757     0.7749      1.313         11        640:  99%|█████████▉| 516/519 [04:01<00:01,  2.02it/s]
      17/80      0.94G      1.082      1.757     0.7749      1.313         11        640: 100%|█████████▉| 517/519 [04:01<00:00,  2.64it/s]
      17/80      0.94G      1.082      1.759     0.7752      1.313          4        640: 100%|█████████▉| 517/519 [04:01<00:00,  2.64it/s]
      17/80      0.94G      1.082      1.759     0.7751      1.312          6        640: 100%|█████████▉| 517/519 [04:01<00:00,  2.64it/s]
      17/80      0.94G      1.082      1.759     0.7751      1.312          6        640: 100%|██████████| 519/519 [04:01<00:00,  4.19it/s]
      17/80      0.94G      1.082      1.759     0.7751      1.312          6        640: 100%|██████████| 519/519 [04:01<00:00,  2.15it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:44,  6.33s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:56,  2.80s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:06<01:41,  1.64s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:12,  1.19s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:57,  1.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:49,  1.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:41,  1.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:30,  1.87it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:09<00:18,  3.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:21,  2.46it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:10<00:23,  2.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:25,  2.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:11<00:26,  1.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:24,  2.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:12<00:25,  1.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:25,  1.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:13<00:25,  1.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:21,  2.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:14<00:15,  2.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:14<00:12,  3.62it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:15<00:20,  2.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:16<00:25,  1.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:16<00:26,  1.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:24,  1.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:17<00:21,  1.84it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:17,  2.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:13,  2.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:10,  3.43it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:08,  4.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:07,  4.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:06,  5.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:18<00:05,  5.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:05,  6.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.42it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:04,  6.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  6.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:19<00:03,  6.46it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.36it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:20<00:03,  6.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  5.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.08it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:21<00:01,  7.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  82%|████████▏ | 53/65 [00:21<00:01,  8.36it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  9.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.36it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.88it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.79it/s]
-                   all        519        519      0.946      0.942      0.979      0.714      0.944      0.936      0.977      0.698
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
      18/80      0.94G      1.207      2.225     0.8747      1.479          6        640:   0%|          | 0/519 [00:03<?, ?it/s]
      18/80      0.94G      1.207      2.225     0.8747      1.479          6        640:   0%|          | 1/519 [00:03<29:45,  3.45s/it]
      18/80      0.94G      1.099      1.668     0.7282      1.426          9        640:   0%|          | 1/519 [00:03<29:45,  3.45s/it]
      18/80      0.94G      1.099      1.668     0.7282      1.426          9        640:   0%|          | 2/519 [00:03<13:24,  1.56s/it]
      18/80      0.94G      1.118      1.963     0.8154      1.424          9        640:   0%|          | 2/519 [00:03<13:24,  1.56s/it]
      18/80      0.94G      1.118      1.963     0.8154      1.424          9        640:   1%|          | 3/519 [00:03<08:08,  1.06it/s]
      18/80      0.94G      1.046      1.943     0.7818      1.374          9        640:   1%|          | 3/519 [00:04<08:08,  1.06it/s]
      18/80      0.94G      1.046      1.943     0.7818      1.374          9        640:   1%|          | 4/519 [00:04<05:45,  1.49it/s]
      18/80      0.94G      1.091      1.975     0.7966      1.375          9        640:   1%|          | 4/519 [00:04<05:45,  1.49it/s]
      18/80      0.94G      1.091      1.975     0.7966      1.375          9        640:   1%|          | 5/519 [00:04<05:04,  1.69it/s]
      18/80      0.94G      1.085      1.958     0.7793      1.379         11        640:   1%|          | 5/519 [00:05<05:04,  1.69it/s]
      18/80      0.94G      1.085      1.958     0.7793      1.379         11        640:   1%|          | 6/519 [00:05<06:54,  1.24it/s]
      18/80      0.94G      1.093      1.878     0.7619      1.348          9        640:   1%|          | 6/519 [00:06<06:54,  1.24it/s]
      18/80      0.94G      1.093      1.878     0.7619      1.348          9        640:   1%|▏         | 7/519 [00:06<05:19,  1.60it/s]
      18/80      0.94G      1.066       1.87     0.7456      1.325         13        640:   1%|▏         | 7/519 [00:06<05:19,  1.60it/s]
      18/80      0.94G      1.066       1.87     0.7456      1.325         13        640:   2%|▏         | 8/519 [00:06<04:12,  2.03it/s]
      18/80      0.94G      1.049      1.825     0.7331      1.314          8        640:   2%|▏         | 8/519 [00:06<04:12,  2.03it/s]
      18/80      0.94G      1.049      1.825     0.7331      1.314          8        640:   2%|▏         | 9/519 [00:06<04:08,  2.05it/s]
      18/80      0.94G      1.031      1.838     0.7179      1.319         11        640:   2%|▏         | 9/519 [00:07<04:08,  2.05it/s]
      18/80      0.94G      1.031      1.838     0.7179      1.319         11        640:   2%|▏         | 10/519 [00:07<04:46,  1.78it/s]
      18/80      0.94G      1.029      1.871     0.7099      1.312         12        640:   2%|▏         | 10/519 [00:07<04:46,  1.78it/s]
      18/80      0.94G      1.029      1.871     0.7099      1.312         12        640:   2%|▏         | 11/519 [00:07<03:47,  2.23it/s]
      18/80      0.94G      1.015      1.879     0.7157      1.309         10        640:   2%|▏         | 11/519 [00:07<03:47,  2.23it/s]
      18/80      0.94G      1.015      1.879     0.7157      1.309         10        640:   2%|▏         | 12/519 [00:07<03:12,  2.63it/s]
      18/80      0.94G      1.014      1.849      0.707        1.3         12        640:   2%|▏         | 12/519 [00:08<03:12,  2.63it/s]
      18/80      0.94G      1.014      1.849      0.707        1.3         12        640:   3%|▎         | 13/519 [00:08<03:02,  2.77it/s]
      18/80      0.94G      1.013       1.83     0.7079       1.31          9        640:   3%|▎         | 13/519 [00:09<03:02,  2.77it/s]
      18/80      0.94G      1.013       1.83     0.7079       1.31          9        640:   3%|▎         | 14/519 [00:09<05:05,  1.65it/s]
      18/80      0.94G      1.035      1.877     0.7139      1.315          8        640:   3%|▎         | 14/519 [00:09<05:05,  1.65it/s]
      18/80      0.94G      1.035      1.877     0.7139      1.315          8        640:   3%|▎         | 15/519 [00:09<04:09,  2.02it/s]
      18/80      0.94G      1.021      1.868     0.7096      1.304          9        640:   3%|▎         | 15/519 [00:09<04:09,  2.02it/s]
      18/80      0.94G      1.021      1.868     0.7096      1.304          9        640:   3%|▎         | 16/519 [00:09<03:29,  2.40it/s]
      18/80      0.94G      1.005      1.811     0.7009       1.29         11        640:   3%|▎         | 16/519 [00:10<03:29,  2.40it/s]
      18/80      0.94G      1.005      1.811     0.7009       1.29         11        640:   3%|▎         | 17/519 [00:10<03:02,  2.76it/s]
      18/80      0.94G      1.046      1.868     0.7145      1.323          5        640:   3%|▎         | 17/519 [00:11<03:02,  2.76it/s]
      18/80      0.94G      1.046      1.868     0.7145      1.323          5        640:   3%|▎         | 18/519 [00:11<05:26,  1.53it/s]
      18/80      0.94G      1.031      1.861     0.7125      1.307         11        640:   3%|▎         | 18/519 [00:11<05:26,  1.53it/s]
      18/80      0.94G      1.031      1.861     0.7125      1.307         11        640:   4%|▎         | 19/519 [00:11<04:22,  1.91it/s]
      18/80      0.94G      1.058      1.903     0.7308      1.335          9        640:   4%|▎         | 19/519 [00:11<04:22,  1.91it/s]
      18/80      0.94G      1.058      1.903     0.7308      1.335          9        640:   4%|▍         | 20/519 [00:11<03:49,  2.18it/s]
      18/80      0.94G      1.062      1.942     0.7402      1.341         11        640:   4%|▍         | 20/519 [00:12<03:49,  2.18it/s]
      18/80      0.94G      1.062      1.942     0.7402      1.341         11        640:   4%|▍         | 21/519 [00:12<03:08,  2.65it/s]
      18/80      0.94G      1.067      1.923     0.7345      1.348          8        640:   4%|▍         | 21/519 [00:13<03:08,  2.65it/s]
      18/80      0.94G      1.067      1.923     0.7345      1.348          8        640:   4%|▍         | 22/519 [00:13<04:28,  1.85it/s]
      18/80      0.94G      1.068      1.918     0.7316      1.347         14        640:   4%|▍         | 22/519 [00:13<04:28,  1.85it/s]
      18/80      0.94G      1.068      1.918     0.7316      1.347         14        640:   4%|▍         | 23/519 [00:13<04:47,  1.72it/s]
      18/80      0.94G      1.058      1.897     0.7206      1.335         13        640:   4%|▍         | 23/519 [00:13<04:47,  1.72it/s]
      18/80      0.94G      1.058      1.897     0.7206      1.335         13        640:   5%|▍         | 24/519 [00:13<03:51,  2.14it/s]
      18/80      0.94G      1.046      1.858     0.7137      1.323          8        640:   5%|▍         | 24/519 [00:14<03:51,  2.14it/s]
      18/80      0.94G      1.046      1.858     0.7137      1.323          8        640:   5%|▍         | 25/519 [00:14<03:24,  2.42it/s]
      18/80      0.94G      1.046      1.851     0.7206      1.321         13        640:   5%|▍         | 25/519 [00:14<03:24,  2.42it/s]
      18/80      0.94G      1.046      1.851     0.7206      1.321         13        640:   5%|▌         | 26/519 [00:14<03:21,  2.45it/s]
      18/80      0.94G      1.057      1.862     0.7318      1.322          7        640:   5%|▌         | 26/519 [00:15<03:21,  2.45it/s]
      18/80      0.94G      1.057      1.862     0.7318      1.322          7        640:   5%|▌         | 27/519 [00:15<05:04,  1.62it/s]
      18/80      0.94G      1.044      1.855     0.7259      1.317          7        640:   5%|▌         | 27/519 [00:16<05:04,  1.62it/s]
      18/80      0.94G      1.044      1.855     0.7259      1.317          7        640:   5%|▌         | 28/519 [00:16<04:12,  1.94it/s]
      18/80      0.94G      1.042       1.85     0.7281      1.316         15        640:   5%|▌         | 28/519 [00:16<04:12,  1.94it/s]
      18/80      0.94G      1.042       1.85     0.7281      1.316         15        640:   6%|▌         | 29/519 [00:16<03:30,  2.33it/s]
      18/80      0.94G      1.045      1.837     0.7281      1.312         13        640:   6%|▌         | 29/519 [00:16<03:30,  2.33it/s]
      18/80      0.94G      1.045      1.837     0.7281      1.312         13        640:   6%|▌         | 30/519 [00:16<03:24,  2.39it/s]
      18/80      0.94G      1.045       1.82     0.7211       1.31         13        640:   6%|▌         | 30/519 [00:17<03:24,  2.39it/s]
      18/80      0.94G      1.045       1.82     0.7211       1.31         13        640:   6%|▌         | 31/519 [00:17<04:32,  1.79it/s]
      18/80      0.94G      1.044      1.839     0.7246      1.306          8        640:   6%|▌         | 31/519 [00:17<04:32,  1.79it/s]
      18/80      0.94G      1.044      1.839     0.7246      1.306          8        640:   6%|▌         | 32/519 [00:17<03:42,  2.19it/s]
      18/80      0.94G      1.041      1.821     0.7195      1.302          8        640:   6%|▌         | 32/519 [00:17<03:42,  2.19it/s]
      18/80      0.94G      1.041      1.821     0.7195      1.302          8        640:   6%|▋         | 33/519 [00:17<03:07,  2.59it/s]
      18/80      0.94G       1.04      1.796     0.7197      1.298          8        640:   6%|▋         | 33/519 [00:18<03:07,  2.59it/s]
      18/80      0.94G       1.04      1.796     0.7197      1.298          8        640:   7%|▋         | 34/519 [00:18<03:12,  2.52it/s]
      18/80      0.94G       1.04      1.785     0.7196      1.293          9        640:   7%|▋         | 34/519 [00:18<03:12,  2.52it/s]
      18/80      0.94G       1.04      1.785     0.7196      1.293          9        640:   7%|▋         | 35/519 [00:18<03:22,  2.39it/s]
      18/80      0.94G      1.035      1.771     0.7198      1.289         12        640:   7%|▋         | 35/519 [00:19<03:22,  2.39it/s]
      18/80      0.94G      1.035      1.771     0.7198      1.289         12        640:   7%|▋         | 36/519 [00:19<02:58,  2.71it/s]
      18/80      0.94G      1.032      1.764     0.7166      1.284         12        640:   7%|▋         | 36/519 [00:19<02:58,  2.71it/s]
      18/80      0.94G      1.032      1.764     0.7166      1.284         12        640:   7%|▋         | 37/519 [00:19<02:35,  3.10it/s]
      18/80      0.94G       1.03      1.765     0.7248      1.285          6        640:   7%|▋         | 37/519 [00:20<02:35,  3.10it/s]
      18/80      0.94G       1.03      1.765     0.7248      1.285          6        640:   7%|▋         | 38/519 [00:20<03:38,  2.20it/s]
      18/80      0.94G      1.029      1.763     0.7215      1.284         10        640:   7%|▋         | 38/519 [00:20<03:38,  2.20it/s]
      18/80      0.94G      1.029      1.763     0.7215      1.284         10        640:   8%|▊         | 39/519 [00:20<04:14,  1.89it/s]
      18/80      0.94G      1.024      1.753      0.721      1.289          6        640:   8%|▊         | 39/519 [00:21<04:14,  1.89it/s]
      18/80      0.94G      1.024      1.753      0.721      1.289          6        640:   8%|▊         | 40/519 [00:21<03:33,  2.25it/s]
      18/80      0.94G       1.03      1.758     0.7214      1.292         11        640:   8%|▊         | 40/519 [00:21<03:33,  2.25it/s]
      18/80      0.94G       1.03      1.758     0.7214      1.292         11        640:   8%|▊         | 41/519 [00:21<02:58,  2.67it/s]
      18/80      0.94G      1.022      1.744     0.7178      1.286         11        640:   8%|▊         | 41/519 [00:21<02:58,  2.67it/s]
      18/80      0.94G      1.022      1.744     0.7178      1.286         11        640:   8%|▊         | 42/519 [00:21<03:52,  2.05it/s]
      18/80      0.94G      1.025      1.745     0.7185      1.282         14        640:   8%|▊         | 42/519 [00:22<03:52,  2.05it/s]
      18/80      0.94G      1.025      1.745     0.7185      1.282         14        640:   8%|▊         | 43/519 [00:22<05:02,  1.57it/s]
      18/80      0.94G      1.026      1.741     0.7189      1.282         10        640:   8%|▊         | 43/519 [00:23<05:02,  1.57it/s]
      18/80      0.94G      1.026      1.741     0.7189      1.282         10        640:   8%|▊         | 44/519 [00:23<03:56,  2.01it/s]
      18/80      0.94G      1.022      1.735     0.7218      1.283          7        640:   8%|▊         | 44/519 [00:23<03:56,  2.01it/s]
      18/80      0.94G      1.022      1.735     0.7218      1.283          7        640:   9%|▊         | 45/519 [00:23<03:21,  2.35it/s]
      18/80      0.94G      1.029      1.737     0.7324      1.287          7        640:   9%|▊         | 45/519 [00:23<03:21,  2.35it/s]
      18/80      0.94G      1.029      1.737     0.7324      1.287          7        640:   9%|▉         | 46/519 [00:23<02:57,  2.66it/s]
      18/80      0.94G       1.03      1.729     0.7311      1.285         10        640:   9%|▉         | 46/519 [00:24<02:57,  2.66it/s]
      18/80      0.94G       1.03      1.729     0.7311      1.285         10        640:   9%|▉         | 47/519 [00:24<04:36,  1.71it/s]
      18/80      0.94G      1.024       1.72     0.7273      1.281         11        640:   9%|▉         | 47/519 [00:24<04:36,  1.71it/s]
      18/80      0.94G      1.024       1.72     0.7273      1.281         11        640:   9%|▉         | 48/519 [00:24<03:42,  2.11it/s]
      18/80      0.94G      1.018      1.716     0.7228      1.277         12        640:   9%|▉         | 48/519 [00:25<03:42,  2.11it/s]
      18/80      0.94G      1.018      1.716     0.7228      1.277         12        640:   9%|▉         | 49/519 [00:25<03:09,  2.48it/s]
      18/80      0.94G      1.016      1.714     0.7253      1.274         16        640:   9%|▉         | 49/519 [00:25<03:09,  2.48it/s]
      18/80      0.94G      1.016      1.714     0.7253      1.274         16        640:  10%|▉         | 50/519 [00:25<03:22,  2.32it/s]
      18/80      0.94G      1.015      1.708     0.7238      1.273          8        640:  10%|▉         | 50/519 [00:26<03:22,  2.32it/s]
      18/80      0.94G      1.015      1.708     0.7238      1.273          8        640:  10%|▉         | 51/519 [00:26<03:31,  2.22it/s]
      18/80      0.94G      1.018      1.711     0.7253      1.275         11        640:  10%|▉         | 51/519 [00:26<03:31,  2.22it/s]
      18/80      0.94G      1.018      1.711     0.7253      1.275         11        640:  10%|█         | 52/519 [00:26<02:53,  2.69it/s]
      18/80      0.94G      1.021      1.716     0.7262      1.275         13        640:  10%|█         | 52/519 [00:26<02:53,  2.69it/s]
      18/80      0.94G      1.021      1.716     0.7262      1.275         13        640:  10%|█         | 53/519 [00:26<02:36,  2.97it/s]
      18/80      0.94G       1.02      1.715     0.7303      1.274          8        640:  10%|█         | 53/519 [00:28<02:36,  2.97it/s]
      18/80      0.94G       1.02      1.715     0.7303      1.274          8        640:  10%|█         | 54/519 [00:28<05:28,  1.41it/s]
      18/80      0.94G       1.02      1.718     0.7341      1.278          9        640:  10%|█         | 54/519 [00:28<05:28,  1.41it/s]
      18/80      0.94G       1.02      1.718     0.7341      1.278          9        640:  11%|█         | 55/519 [00:28<04:20,  1.78it/s]
      18/80      0.94G      1.023      1.732     0.7348      1.281         12        640:  11%|█         | 55/519 [00:28<04:20,  1.78it/s]
      18/80      0.94G      1.023      1.732     0.7348      1.281         12        640:  11%|█         | 56/519 [00:28<03:33,  2.17it/s]
      18/80      0.94G      1.022      1.732     0.7341      1.279         13        640:  11%|█         | 56/519 [00:28<03:33,  2.17it/s]
      18/80      0.94G      1.022      1.732     0.7341      1.279         13        640:  11%|█         | 57/519 [00:28<03:00,  2.57it/s]
      18/80      0.94G      1.026      1.729     0.7359       1.28         13        640:  11%|█         | 57/519 [00:29<03:00,  2.57it/s]
      18/80      0.94G      1.026      1.729     0.7359       1.28         13        640:  11%|█         | 58/519 [00:29<03:05,  2.49it/s]
      18/80      0.94G      1.025      1.727     0.7351      1.279         12        640:  11%|█         | 58/519 [00:30<03:05,  2.49it/s]
      18/80      0.94G      1.025      1.727     0.7351      1.279         12        640:  11%|█▏        | 59/519 [00:30<04:52,  1.57it/s]
      18/80      0.94G      1.031      1.727      0.741       1.28          6        640:  11%|█▏        | 59/519 [00:30<04:52,  1.57it/s]
      18/80      0.94G      1.031      1.727      0.741       1.28          6        640:  12%|█▏        | 60/519 [00:30<03:57,  1.93it/s]
      18/80      0.94G      1.031      1.731      0.745       1.28         12        640:  12%|█▏        | 60/519 [00:30<03:57,  1.93it/s]
      18/80      0.94G      1.031      1.731      0.745       1.28         12        640:  12%|█▏        | 61/519 [00:30<03:18,  2.31it/s]
      18/80      0.94G      1.033      1.728      0.745       1.28         13        640:  12%|█▏        | 61/519 [00:31<03:18,  2.31it/s]
      18/80      0.94G      1.033      1.728      0.745       1.28         13        640:  12%|█▏        | 62/519 [00:31<03:06,  2.46it/s]
      18/80      0.94G      1.034      1.728     0.7479      1.279          7        640:  12%|█▏        | 62/519 [00:32<03:06,  2.46it/s]
      18/80      0.94G      1.034      1.728     0.7479      1.279          7        640:  12%|█▏        | 63/519 [00:32<04:02,  1.88it/s]
      18/80      0.94G      1.043      1.737     0.7513      1.282         11        640:  12%|█▏        | 63/519 [00:32<04:02,  1.88it/s]
      18/80      0.94G      1.043      1.737     0.7513      1.282         11        640:  12%|█▏        | 64/519 [00:32<03:25,  2.22it/s]
      18/80      0.94G       1.05      1.737     0.7559      1.287         10        640:  12%|█▏        | 64/519 [00:32<03:25,  2.22it/s]
      18/80      0.94G       1.05      1.737     0.7559      1.287         10        640:  13%|█▎        | 65/519 [00:32<02:50,  2.67it/s]
      18/80      0.94G      1.049      1.732     0.7549      1.286         11        640:  13%|█▎        | 65/519 [00:33<02:50,  2.67it/s]
      18/80      0.94G      1.049      1.732     0.7549      1.286         11        640:  13%|█▎        | 66/519 [00:33<04:33,  1.65it/s]
      18/80      0.94G      1.046      1.724     0.7531      1.286         10        640:  13%|█▎        | 66/519 [00:33<04:33,  1.65it/s]
      18/80      0.94G      1.046      1.724     0.7531      1.286         10        640:  13%|█▎        | 67/519 [00:33<03:41,  2.04it/s]
      18/80      0.94G      1.047      1.724     0.7504      1.285          8        640:  13%|█▎        | 67/519 [00:34<03:41,  2.04it/s]
      18/80      0.94G      1.047      1.724     0.7504      1.285          8        640:  13%|█▎        | 68/519 [00:34<03:06,  2.42it/s]
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      18/80      0.94G      1.062      1.738     0.7629      1.295          8        640:  89%|████████▉ | 464/519 [03:36<00:27,  2.00it/s]
      18/80      0.94G      1.061      1.738     0.7622      1.295          9        640:  89%|████████▉ | 464/519 [03:37<00:27,  2.00it/s]
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      18/80      0.94G      1.058       1.74     0.7575      1.294          8        640:  98%|█████████▊| 509/519 [03:57<00:04,  2.34it/s]
      18/80      0.94G      1.058      1.741     0.7574      1.293         11        640:  98%|█████████▊| 509/519 [03:57<00:04,  2.34it/s]
      18/80      0.94G      1.058      1.741     0.7574      1.293         11        640:  98%|█████████▊| 510/519 [03:57<00:03,  2.59it/s]
      18/80      0.94G      1.058      1.741     0.7574      1.293          9        640:  98%|█████████▊| 510/519 [03:58<00:03,  2.59it/s]
      18/80      0.94G      1.058      1.741     0.7574      1.293          9        640:  98%|█████████▊| 511/519 [03:58<00:05,  1.55it/s]
      18/80      0.94G      1.058       1.74     0.7572      1.294          5        640:  98%|█████████▊| 511/519 [03:58<00:05,  1.55it/s]
      18/80      0.94G      1.058       1.74     0.7572      1.294          5        640:  99%|█████████▊| 512/519 [03:58<00:03,  2.01it/s]
      18/80      0.94G      1.058      1.739     0.7566      1.293         10        640:  99%|█████████▊| 512/519 [03:59<00:03,  2.01it/s]
      18/80      0.94G      1.058      1.739     0.7566      1.293         10        640:  99%|█████████▉| 513/519 [03:59<00:02,  2.50it/s]
      18/80      0.94G      1.058      1.741      0.757      1.294          7        640:  99%|█████████▉| 513/519 [03:59<00:02,  2.50it/s]
      18/80      0.94G      1.058      1.741     0.7576      1.294         11        640:  99%|█████████▉| 513/519 [03:59<00:02,  2.50it/s]
      18/80      0.94G      1.058      1.741     0.7576      1.294         11        640:  99%|█████████▉| 515/519 [03:59<00:01,  3.04it/s]
      18/80      0.94G      1.058      1.741     0.7574      1.294          8        640:  99%|█████████▉| 515/519 [03:59<00:01,  3.04it/s]
      18/80      0.94G      1.057       1.74     0.7572      1.294         11        640:  99%|█████████▉| 515/519 [03:59<00:01,  3.04it/s]
      18/80      0.94G      1.057       1.74     0.7572      1.294         11        640: 100%|█████████▉| 517/519 [03:59<00:00,  4.17it/s]
      18/80      0.94G      1.058       1.74     0.7578      1.294         12        640: 100%|█████████▉| 517/519 [03:59<00:00,  4.17it/s]
      18/80      0.94G      1.058       1.74     0.7578      1.294         12        640: 100%|█████████▉| 518/519 [03:59<00:00,  4.57it/s]
      18/80      0.94G      1.058       1.74     0.7575      1.294         10        640: 100%|█████████▉| 518/519 [04:00<00:00,  4.57it/s]
      18/80      0.94G      1.058       1.74     0.7575      1.294         10        640: 100%|██████████| 519/519 [04:00<00:00,  4.33it/s]
      18/80      0.94G      1.058       1.74     0.7575      1.294         10        640: 100%|██████████| 519/519 [04:00<00:00,  2.16it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:48,  6.38s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:57,  2.82s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:44,  1.69s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:13,  1.20s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:56,  1.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:49,  1.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:44,  1.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:39,  1.45it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:33,  1.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:28,  1.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:25,  2.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:24,  2.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:23,  2.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:23,  2.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:25,  1.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:24,  1.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:24,  1.87it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:25,  1.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:26,  1.60it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  1.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:18<00:18,  2.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:19<00:06,  5.56it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:19<00:05,  5.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:05,  6.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:04,  6.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  6.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:20<00:03,  7.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:03,  6.43it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:04,  5.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  5.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:21<00:03,  6.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  6.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.40it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:22<00:01,  7.45it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  82%|████████▏ | 53/65 [00:22<00:01,  8.40it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:22<00:01,  8.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  8.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:00,  9.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  89%|████████▉ | 58/65 [00:22<00:00,  9.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:23<00:00,  9.81it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:23<00:00,  9.83it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  98%|█████████▊| 64/65 [00:23<00:00,  9.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.75it/s]
-                   all        519        519      0.938      0.954       0.98      0.717      0.938      0.954      0.977      0.685
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
      19/80      0.94G      1.079      1.595     0.7339      1.338          8        640:   0%|          | 0/519 [00:03<?, ?it/s]
      19/80      0.94G      1.079      1.595     0.7339      1.338          8        640:   0%|          | 1/519 [00:03<28:21,  3.29s/it]
      19/80      0.94G      1.172      1.787     0.7374      1.437          9        640:   0%|          | 1/519 [00:03<28:21,  3.29s/it]
      19/80      0.94G      1.172      1.787     0.7374      1.437          9        640:   0%|          | 2/519 [00:03<12:50,  1.49s/it]
      19/80      0.94G      1.156      1.775     0.7001      1.434          8        640:   0%|          | 2/519 [00:03<12:50,  1.49s/it]
      19/80      0.94G      1.156      1.775     0.7001      1.434          8        640:   1%|          | 3/519 [00:03<07:54,  1.09it/s]
      19/80      0.94G      1.124      1.704     0.7127      1.376         13        640:   1%|          | 3/519 [00:04<07:54,  1.09it/s]
      19/80      0.94G      1.124      1.704     0.7127      1.376         13        640:   1%|          | 4/519 [00:04<05:39,  1.52it/s]
      19/80      0.94G      1.181      1.756     0.8085       1.38          9        640:   1%|          | 4/519 [00:05<05:39,  1.52it/s]
      19/80      0.94G      1.181      1.756     0.8085       1.38          9        640:   1%|          | 5/519 [00:05<07:50,  1.09it/s]
      19/80      0.94G      1.186      1.816     0.7871      1.364          7        640:   1%|          | 5/519 [00:05<07:50,  1.09it/s]
      19/80      0.94G      1.186      1.816     0.7871      1.364          7        640:   1%|          | 6/519 [00:05<06:00,  1.42it/s]
      19/80      0.94G      1.202      1.873     0.8017      1.351         13        640:   1%|          | 6/519 [00:05<06:00,  1.42it/s]
      19/80      0.94G      1.202      1.873     0.8017      1.351         13        640:   1%|▏         | 7/519 [00:05<04:50,  1.76it/s]
      19/80      0.94G      1.205      1.857     0.7947      1.354         11        640:   1%|▏         | 7/519 [00:06<04:50,  1.76it/s]
      19/80      0.94G      1.205      1.857     0.7947      1.354         11        640:   2%|▏         | 8/519 [00:06<03:44,  2.28it/s]
      19/80      0.94G      1.224      1.921     0.8784      1.375         13        640:   2%|▏         | 8/519 [00:06<03:44,  2.28it/s]
      19/80      0.94G      1.224      1.921     0.8784      1.375         13        640:   2%|▏         | 9/519 [00:06<04:34,  1.86it/s]
      19/80      0.94G      1.236      1.942     0.8805      1.409          7        640:   2%|▏         | 9/519 [00:07<04:34,  1.86it/s]
      19/80      0.94G      1.236      1.942     0.8805      1.409          7        640:   2%|▏         | 10/519 [00:07<03:46,  2.24it/s]
      19/80      0.94G      1.216      1.947     0.8721      1.399         10        640:   2%|▏         | 10/519 [00:07<03:46,  2.24it/s]
      19/80      0.94G      1.216      1.947     0.8721      1.399         10        640:   2%|▏         | 11/519 [00:07<03:17,  2.58it/s]
      19/80      0.94G      1.206      1.974     0.8798      1.391         11        640:   2%|▏         | 11/519 [00:07<03:17,  2.58it/s]
      19/80      0.94G      1.206      1.974     0.8798      1.391         11        640:   2%|▏         | 12/519 [00:07<02:53,  2.93it/s]
      19/80      0.94G      1.185       1.95     0.8602      1.372         11        640:   2%|▏         | 12/519 [00:08<02:53,  2.93it/s]
      19/80      0.94G      1.185       1.95     0.8602      1.372         11        640:   3%|▎         | 13/519 [00:08<03:35,  2.35it/s]
      19/80      0.94G      1.165      1.903     0.8487      1.362          8        640:   3%|▎         | 13/519 [00:09<03:35,  2.35it/s]
      19/80      0.94G      1.165      1.903     0.8487      1.362          8        640:   3%|▎         | 14/519 [00:09<04:46,  1.76it/s]
      19/80      0.94G      1.162      1.895     0.8497      1.363         16        640:   3%|▎         | 14/519 [00:09<04:46,  1.76it/s]
      19/80      0.94G      1.162      1.895     0.8497      1.363         16        640:   3%|▎         | 15/519 [00:09<04:01,  2.09it/s]
      19/80      0.94G      1.156      1.898     0.8437      1.361         13        640:   3%|▎         | 15/519 [00:09<04:01,  2.09it/s]
      19/80      0.94G      1.156      1.898     0.8437      1.361         13        640:   3%|▎         | 16/519 [00:09<03:32,  2.37it/s]
      19/80      0.94G      1.135      1.879      0.834       1.35          8        640:   3%|▎         | 16/519 [00:10<03:32,  2.37it/s]
      19/80      0.94G      1.135      1.879      0.834       1.35          8        640:   3%|▎         | 17/519 [00:10<03:16,  2.55it/s]
      19/80      0.94G      1.139       1.88     0.8321      1.357          8        640:   3%|▎         | 17/519 [00:11<03:16,  2.55it/s]
      19/80      0.94G      1.139       1.88     0.8321      1.357          8        640:   3%|▎         | 18/519 [00:11<05:08,  1.62it/s]
      19/80      0.94G      1.129      1.872     0.8262       1.35         13        640:   3%|▎         | 18/519 [00:11<05:08,  1.62it/s]
      19/80      0.94G      1.129      1.872     0.8262       1.35         13        640:   4%|▎         | 19/519 [00:11<04:08,  2.01it/s]
      19/80      0.94G      1.132      1.879     0.8243      1.349         15        640:   4%|▎         | 19/519 [00:11<04:08,  2.01it/s]
      19/80      0.94G      1.132      1.879     0.8243      1.349         15        640:   4%|▍         | 20/519 [00:11<03:25,  2.42it/s]
      19/80      0.94G      1.113      1.859     0.8064      1.344          7        640:   4%|▍         | 20/519 [00:12<03:25,  2.42it/s]
      19/80      0.94G      1.113      1.859     0.8064      1.344          7        640:   4%|▍         | 21/519 [00:12<05:19,  1.56it/s]
      19/80      0.94G      1.113      1.857     0.8122      1.347         10        640:   4%|▍         | 21/519 [00:12<05:19,  1.56it/s]
      19/80      0.94G      1.113      1.857     0.8122      1.347         10        640:   4%|▍         | 22/519 [00:12<04:13,  1.96it/s]
      19/80      0.94G      1.111      1.853     0.8226      1.343         14        640:   4%|▍         | 22/519 [00:13<04:13,  1.96it/s]
      19/80      0.94G      1.111      1.853     0.8226      1.343         14        640:   4%|▍         | 23/519 [00:13<03:40,  2.25it/s]
      19/80      0.94G      1.111      1.831     0.8163      1.345          9        640:   4%|▍         | 23/519 [00:13<03:40,  2.25it/s]
      19/80      0.94G      1.111      1.831     0.8163      1.345          9        640:   5%|▍         | 24/519 [00:13<03:08,  2.63it/s]
      19/80      0.94G      1.119      1.837     0.8265      1.354         14        640:   5%|▍         | 24/519 [00:15<03:08,  2.63it/s]
      19/80      0.94G      1.119      1.837     0.8265      1.354         14        640:   5%|▍         | 25/519 [00:15<06:42,  1.23it/s]
      19/80      0.94G      1.116      1.826      0.821      1.354          9        640:   5%|▍         | 25/519 [00:15<06:42,  1.23it/s]
      19/80      0.94G      1.116      1.826      0.821      1.354          9        640:   5%|▌         | 26/519 [00:15<05:12,  1.58it/s]
      19/80      0.94G       1.12      1.826     0.8237      1.352         11        640:   5%|▌         | 26/519 [00:15<05:12,  1.58it/s]
      19/80      0.94G       1.12      1.826     0.8237      1.352         11        640:   5%|▌         | 27/519 [00:15<04:12,  1.95it/s]
      19/80      0.94G      1.115      1.818     0.8179      1.345         11        640:   5%|▌         | 27/519 [00:15<04:12,  1.95it/s]
      19/80      0.94G      1.115      1.818     0.8179      1.345         11        640:   5%|▌         | 28/519 [00:15<03:26,  2.37it/s]
      19/80      0.94G      1.114       1.81     0.8142      1.342          9        640:   5%|▌         | 28/519 [00:16<03:26,  2.37it/s]
      19/80      0.94G      1.114       1.81     0.8142      1.342          9        640:   6%|▌         | 29/519 [00:16<04:00,  2.03it/s]
      19/80      0.94G      1.118      1.823     0.8178      1.343         10        640:   6%|▌         | 29/519 [00:16<04:00,  2.03it/s]
      19/80      0.94G      1.118      1.823     0.8178      1.343         10        640:   6%|▌         | 30/519 [00:16<03:20,  2.44it/s]
      19/80      0.94G       1.11      1.834     0.8125      1.339         12        640:   6%|▌         | 30/519 [00:17<03:20,  2.44it/s]
      19/80      0.94G       1.11      1.834     0.8125      1.339         12        640:   6%|▌         | 31/519 [00:17<02:59,  2.73it/s]
      19/80      0.94G      1.111      1.831     0.8117      1.337         11        640:   6%|▌         | 31/519 [00:17<02:59,  2.73it/s]
      19/80      0.94G      1.111      1.831     0.8117      1.337         11        640:   6%|▌         | 32/519 [00:17<02:52,  2.82it/s]
      19/80      0.94G      1.118      1.821     0.8114      1.336          9        640:   6%|▌         | 32/519 [00:18<02:52,  2.82it/s]
      19/80      0.94G      1.118      1.821     0.8114      1.336          9        640:   6%|▋         | 33/519 [00:18<04:02,  2.00it/s]
      19/80      0.94G      1.127      1.833     0.8134      1.341         14        640:   6%|▋         | 33/519 [00:18<04:02,  2.00it/s]
      19/80      0.94G      1.127      1.833     0.8134      1.341         14        640:   7%|▋         | 34/519 [00:18<03:11,  2.53it/s]
      19/80      0.94G      1.125      1.834     0.8155       1.34         10        640:   7%|▋         | 34/519 [00:18<03:11,  2.53it/s]
      19/80      0.94G      1.125      1.834     0.8155       1.34         10        640:   7%|▋         | 35/519 [00:18<02:51,  2.82it/s]
      19/80      0.94G      1.115      1.817     0.8124      1.336         10        640:   7%|▋         | 35/519 [00:19<02:51,  2.82it/s]
      19/80      0.94G      1.115      1.817     0.8124      1.336         10        640:   7%|▋         | 36/519 [00:19<02:46,  2.90it/s]
      19/80      0.94G      1.116       1.81      0.812      1.339         10        640:   7%|▋         | 36/519 [00:19<02:46,  2.90it/s]
      19/80      0.94G      1.116       1.81      0.812      1.339         10        640:   7%|▋         | 37/519 [00:19<03:43,  2.16it/s]
      19/80      0.94G      1.111      1.794     0.8071      1.335          9        640:   7%|▋         | 37/519 [00:20<03:43,  2.16it/s]
      19/80      0.94G      1.111      1.794     0.8071      1.335          9        640:   7%|▋         | 38/519 [00:20<03:15,  2.46it/s]
      19/80      0.94G      1.101      1.789     0.8011      1.329         11        640:   7%|▋         | 38/519 [00:20<03:15,  2.46it/s]
      19/80      0.94G      1.101      1.789     0.8011      1.329         11        640:   8%|▊         | 39/519 [00:20<02:50,  2.82it/s]
      19/80      0.94G      1.102      1.771     0.7965       1.33          6        640:   8%|▊         | 39/519 [00:20<02:50,  2.82it/s]
      19/80      0.94G      1.102      1.771     0.7965       1.33          6        640:   8%|▊         | 40/519 [00:20<02:35,  3.08it/s]
      19/80      0.94G      1.106      1.781     0.7956      1.327          6        640:   8%|▊         | 40/519 [00:21<02:35,  3.08it/s]
      19/80      0.94G      1.106      1.781     0.7956      1.327          6        640:   8%|▊         | 41/519 [00:21<04:16,  1.86it/s]
      19/80      0.94G      1.112      1.791     0.7943       1.33          8        640:   8%|▊         | 41/519 [00:21<04:16,  1.86it/s]
      19/80      0.94G      1.112      1.791     0.7943       1.33          8        640:   8%|▊         | 42/519 [00:21<03:25,  2.32it/s]
      19/80      0.94G      1.108      1.788     0.7929      1.325         12        640:   8%|▊         | 42/519 [00:21<03:25,  2.32it/s]
      19/80      0.94G      1.108      1.788     0.7929      1.325         12        640:   8%|▊         | 43/519 [00:21<02:56,  2.69it/s]
      19/80      0.94G      1.105      1.785     0.7889      1.322         10        640:   8%|▊         | 43/519 [00:22<02:56,  2.69it/s]
      19/80      0.94G      1.105      1.785     0.7889      1.322         10        640:   8%|▊         | 44/519 [00:22<02:35,  3.06it/s]
      19/80      0.94G      1.104      1.778     0.7905       1.32         12        640:   8%|▊         | 44/519 [00:23<02:35,  3.06it/s]
      19/80      0.94G      1.104      1.778     0.7905       1.32         12        640:   9%|▊         | 45/519 [00:23<05:52,  1.34it/s]
      19/80      0.94G      1.106      1.782      0.788      1.324          8        640:   9%|▊         | 45/519 [00:24<05:52,  1.34it/s]
      19/80      0.94G      1.106      1.782      0.788      1.324          8        640:   9%|▉         | 46/519 [00:24<04:36,  1.71it/s]
      19/80      0.94G        1.1      1.768     0.7818       1.32          8        640:   9%|▉         | 46/519 [00:24<04:36,  1.71it/s]
      19/80      0.94G        1.1      1.768     0.7818       1.32          8        640:   9%|▉         | 47/519 [00:24<03:52,  2.03it/s]
      19/80      0.94G      1.101      1.784     0.7817       1.32         14        640:   9%|▉         | 47/519 [00:24<03:52,  2.03it/s]
      19/80      0.94G      1.101      1.784     0.7817       1.32         14        640:   9%|▉         | 48/519 [00:24<03:16,  2.40it/s]
      19/80      0.94G      1.097       1.78     0.7793      1.318         14        640:   9%|▉         | 48/519 [00:25<03:16,  2.40it/s]
      19/80      0.94G      1.097       1.78     0.7793      1.318         14        640:   9%|▉         | 49/519 [00:25<04:14,  1.85it/s]
      19/80      0.94G      1.103       1.79     0.7865      1.324         12        640:   9%|▉         | 49/519 [00:25<04:14,  1.85it/s]
      19/80      0.94G      1.103       1.79     0.7865      1.324         12        640:  10%|▉         | 50/519 [00:25<04:02,  1.94it/s]
      19/80      0.94G      1.098      1.781     0.7809      1.321          8        640:  10%|▉         | 50/519 [00:26<04:02,  1.94it/s]
      19/80      0.94G      1.098      1.781     0.7809      1.321          8        640:  10%|▉         | 51/519 [00:26<03:25,  2.28it/s]
      19/80      0.94G      1.102      1.795     0.7854      1.325          7        640:  10%|▉         | 51/519 [00:26<03:25,  2.28it/s]
      19/80      0.94G      1.102      1.795     0.7854      1.325          7        640:  10%|█         | 52/519 [00:26<03:05,  2.52it/s]
      19/80      0.94G      1.102      1.804     0.7833      1.322         13        640:  10%|█         | 52/519 [00:27<03:05,  2.52it/s]
      19/80      0.94G      1.102      1.804     0.7833      1.322         13        640:  10%|█         | 53/519 [00:27<03:33,  2.18it/s]
      19/80      0.94G      1.093      1.786      0.781      1.319          6        640:  10%|█         | 53/519 [00:27<03:33,  2.18it/s]
      19/80      0.94G      1.093      1.786      0.781      1.319          6        640:  10%|█         | 54/519 [00:27<03:43,  2.08it/s]
      19/80      0.94G      1.089      1.786     0.7821      1.318         10        640:  10%|█         | 54/519 [00:27<03:43,  2.08it/s]
      19/80      0.94G      1.092      1.797     0.7844       1.32          7        640:  10%|█         | 54/519 [00:27<03:43,  2.08it/s]
      19/80      0.94G      1.092      1.797     0.7844       1.32          7        640:  11%|█         | 56/519 [00:27<02:14,  3.44it/s]
      19/80      0.94G      1.093      1.794     0.7803      1.323         12        640:  11%|█         | 56/519 [00:28<02:14,  3.44it/s]
      19/80      0.94G      1.093      1.794     0.7803      1.323         12        640:  11%|█         | 57/519 [00:28<03:10,  2.43it/s]
      19/80      0.94G       1.09      1.794     0.7782      1.322          6        640:  11%|█         | 57/519 [00:29<03:10,  2.43it/s]
      19/80      0.94G       1.09      1.794     0.7782      1.322          6        640:  11%|█         | 58/519 [00:29<04:36,  1.67it/s]
      19/80      0.94G       1.09      1.796     0.7758      1.321         10        640:  11%|█         | 58/519 [00:29<04:36,  1.67it/s]
      19/80      0.94G       1.09      1.796     0.7758      1.321         10        640:  11%|█▏        | 59/519 [00:29<03:51,  1.99it/s]
      19/80      0.94G      1.084      1.786     0.7715      1.316         14        640:  11%|█▏        | 59/519 [00:30<03:51,  1.99it/s]
      19/80      0.94G      1.084      1.786     0.7715      1.316         14        640:  12%|█▏        | 60/519 [00:30<03:15,  2.34it/s]
      19/80      0.94G      1.084      1.775     0.7697      1.319          8        640:  12%|█▏        | 60/519 [00:31<03:15,  2.34it/s]
      19/80      0.94G      1.084      1.775     0.7697      1.319          8        640:  12%|█▏        | 61/519 [00:31<04:19,  1.77it/s]
      19/80      0.94G      1.085      1.776       0.77       1.32          9        640:  12%|█▏        | 61/519 [00:31<04:19,  1.77it/s]
      19/80      0.94G      1.085      1.776       0.77       1.32          9        640:  12%|█▏        | 62/519 [00:31<04:04,  1.87it/s]
      19/80      0.94G      1.087      1.787     0.7709      1.318         14        640:  12%|█▏        | 62/519 [00:31<04:04,  1.87it/s]
      19/80      0.94G      1.087      1.787     0.7709      1.318         14        640:  12%|█▏        | 63/519 [00:31<03:25,  2.22it/s]
      19/80      0.94G      1.079       1.77     0.7676      1.315          5        640:  12%|█▏        | 63/519 [00:32<03:25,  2.22it/s]
      19/80      0.94G      1.079       1.77     0.7676      1.315          5        640:  12%|█▏        | 64/519 [00:32<03:01,  2.50it/s]
      19/80      0.94G      1.073      1.759     0.7659      1.313         11        640:  12%|█▏        | 64/519 [00:33<03:01,  2.50it/s]
      19/80      0.94G      1.073      1.759     0.7659      1.313         11        640:  13%|█▎        | 65/519 [00:33<04:49,  1.57it/s]
      19/80      0.94G      1.073      1.753     0.7622      1.312         10        640:  13%|█▎        | 65/519 [00:33<04:49,  1.57it/s]
      19/80      0.94G      1.073      1.753     0.7622      1.312         10        640:  13%|█▎        | 66/519 [00:33<04:56,  1.53it/s]
      19/80      0.94G      1.073      1.753      0.761      1.313          7        640:  13%|█▎        | 66/519 [00:34<04:56,  1.53it/s]
      19/80      0.94G      1.073      1.753      0.761      1.313          7        640:  13%|█▎        | 67/519 [00:34<03:54,  1.93it/s]
      19/80      0.94G      1.069      1.744     0.7577      1.311          9        640:  13%|█▎        | 67/519 [00:34<03:54,  1.93it/s]
      19/80      0.94G      1.069      1.744     0.7577      1.311          9        640:  13%|█▎        | 68/519 [00:34<03:28,  2.16it/s]
      19/80      0.94G      1.066      1.735     0.7587      1.307         11        640:  13%|█▎        | 68/519 [00:34<03:28,  2.16it/s]
      19/80      0.94G      1.066      1.735     0.7587      1.307         11        640:  13%|█▎        | 69/519 [00:34<02:49,  2.65it/s]
      19/80      0.94G      1.065      1.736     0.7553      1.305         12        640:  13%|█▎        | 69/519 [00:35<02:49,  2.65it/s]
      19/80      0.94G      1.065      1.736     0.7553      1.305         12        640:  13%|█▎        | 70/519 [00:35<04:05,  1.83it/s]
      19/80      0.94G      1.066      1.729     0.7543      1.304          7        640:  13%|█▎        | 70/519 [00:35<04:05,  1.83it/s]
      19/80      0.94G      1.066      1.729     0.7543      1.304          7        640:  14%|█▎        | 71/519 [00:35<03:23,  2.20it/s]
      19/80      0.94G      1.067       1.73     0.7552      1.304         11        640:  14%|█▎        | 71/519 [00:36<03:23,  2.20it/s]
      19/80      0.94G      1.067       1.73     0.7552      1.304         11        640:  14%|█▍        | 72/519 [00:36<03:00,  2.47it/s]
      19/80      0.94G      1.062       1.72      0.751        1.3         12        640:  14%|█▍        | 72/519 [00:36<03:00,  2.47it/s]
      19/80      0.94G      1.062       1.72      0.751        1.3         12        640:  14%|█▍        | 73/519 [00:36<02:34,  2.88it/s]
      19/80      0.94G      1.058      1.717     0.7485      1.298         14        640:  14%|█▍        | 73/519 [00:37<02:34,  2.88it/s]
      19/80      0.94G      1.058      1.717     0.7485      1.298         14        640:  14%|█▍        | 74/519 [00:37<03:25,  2.17it/s]
      19/80      0.94G      1.055      1.714      0.746      1.295         10        640:  14%|█▍        | 74/519 [00:37<03:25,  2.17it/s]
      19/80      0.94G      1.055      1.714      0.746      1.295         10        640:  14%|█▍        | 75/519 [00:37<02:51,  2.59it/s]
      19/80      0.94G      1.055      1.714     0.7457      1.295          7        640:  14%|█▍        | 75/519 [00:37<02:51,  2.59it/s]
      19/80      0.94G      1.055      1.714     0.7457      1.295          7        640:  15%|█▍        | 76/519 [00:37<02:41,  2.75it/s]
      19/80      0.94G      1.056      1.715     0.7479      1.296          9        640:  15%|█▍        | 76/519 [00:37<02:41,  2.75it/s]
      19/80      0.94G      1.056      1.715     0.7479      1.296          9        640:  15%|█▍        | 77/519 [00:37<02:20,  3.14it/s]
      19/80      0.94G      1.053      1.712     0.7481      1.295         11        640:  15%|█▍        | 77/519 [00:38<02:20,  3.14it/s]
      19/80      0.94G      1.053      1.712     0.7481      1.295         11        640:  15%|█▌        | 78/519 [00:38<04:07,  1.78it/s]
      19/80      0.94G      1.053      1.705     0.7464      1.293         12        640:  15%|█▌        | 78/519 [00:39<04:07,  1.78it/s]
      19/80      0.94G      1.053      1.705     0.7464      1.293         12        640:  15%|█▌        | 79/519 [00:39<03:31,  2.08it/s]
      19/80      0.94G      1.056      1.711     0.7501      1.295          8        640:  15%|█▌        | 79/519 [00:39<03:31,  2.08it/s]
      19/80      0.94G      1.056      1.711     0.7501      1.295          8        640:  15%|█▌        | 80/519 [00:39<03:13,  2.27it/s]
      19/80      0.94G      1.054       1.71     0.7486      1.293         13        640:  15%|█▌        | 80/519 [00:39<03:13,  2.27it/s]
      19/80      0.94G      1.054       1.71     0.7486      1.293         13        640:  16%|█▌        | 81/519 [00:39<02:36,  2.80it/s]
      19/80      0.94G      1.052      1.714     0.7472      1.291         10        640:  16%|█▌        | 81/519 [00:40<02:36,  2.80it/s]
      19/80      0.94G      1.052      1.714     0.7472      1.291         10        640:  16%|█▌        | 82/519 [00:40<03:13,  2.26it/s]
      19/80      0.94G      1.048      1.709     0.7438       1.29          8        640:  16%|█▌        | 82/519 [00:40<03:13,  2.26it/s]
      19/80      0.94G      1.048      1.709     0.7438       1.29          8        640:  16%|█▌        | 83/519 [00:40<02:47,  2.61it/s]
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      19/80      0.94G      1.051      1.744     0.7651      1.288         13        640:  30%|███       | 156/519 [01:14<02:13,  2.71it/s]
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      19/80      0.94G      1.049       1.74     0.7636      1.286          9        640:  30%|███       | 158/519 [01:16<01:46,  3.40it/s]
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      19/80      0.94G      1.055      1.762     0.7706      1.296          9        640:  36%|███▋      | 189/519 [01:30<02:01,  2.71it/s]
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      19/80      0.94G      1.055      1.748     0.7604      1.299          9        640:  53%|█████▎    | 276/519 [02:11<01:39,  2.45it/s]
      19/80      0.94G      1.055      1.748     0.7604      1.299          9        640:  53%|█████▎    | 277/519 [02:11<01:27,  2.76it/s]
      19/80      0.94G      1.054      1.746     0.7594      1.299         10        640:  53%|█████▎    | 277/519 [02:11<01:27,  2.76it/s]
      19/80      0.94G      1.054      1.746     0.7594      1.299         10        640:  54%|█████▎    | 278/519 [02:11<01:48,  2.23it/s]
      19/80      0.94G      1.053      1.745     0.7601      1.298         15        640:  54%|█████▎    | 278/519 [02:12<01:48,  2.23it/s]
      19/80      0.94G      1.053      1.745     0.7601      1.298         15        640:  54%|█████▍    | 279/519 [02:12<01:30,  2.66it/s]
      19/80      0.94G      1.054      1.746     0.7601      1.299          9        640:  54%|█████▍    | 279/519 [02:12<01:30,  2.66it/s]
      19/80      0.94G      1.054      1.746     0.7601      1.299          9        640:  54%|█████▍    | 280/519 [02:12<01:46,  2.25it/s]
      19/80      0.94G      1.053      1.746     0.7597      1.299         12        640:  54%|█████▍    | 280/519 [02:12<01:46,  2.25it/s]
      19/80      0.94G      1.053      1.746     0.7597      1.299         12        640:  54%|█████▍    | 281/519 [02:12<01:30,  2.62it/s]
      19/80      0.94G      1.053      1.746     0.7598      1.298         11        640:  54%|█████▍    | 281/519 [02:13<01:30,  2.62it/s]
      19/80      0.94G      1.053      1.746     0.7598      1.298         11        640:  54%|█████▍    | 282/519 [02:13<01:40,  2.36it/s]
      19/80      0.94G      1.053      1.745     0.7596      1.298         11        640:  54%|█████▍    | 282/519 [02:13<01:40,  2.36it/s]
      19/80      0.94G      1.053      1.745     0.7596      1.298         11        640:  55%|█████▍    | 283/519 [02:13<01:23,  2.83it/s]
      19/80      0.94G      1.052      1.743     0.7589      1.297         10        640:  55%|█████▍    | 283/519 [02:14<01:23,  2.83it/s]
      19/80      0.94G      1.052      1.743     0.7589      1.297         10        640:  55%|█████▍    | 284/519 [02:14<02:16,  1.72it/s]
      19/80      0.94G      1.051      1.742      0.759      1.297          9        640:  55%|█████▍    | 284/519 [02:14<02:16,  1.72it/s]
      19/80      0.94G      1.051      1.742      0.759      1.297          9        640:  55%|█████▍    | 285/519 [02:14<01:51,  2.10it/s]
      19/80      0.94G      1.052      1.743     0.7595      1.297          8        640:  55%|█████▍    | 285/519 [02:16<01:51,  2.10it/s]
      19/80      0.94G      1.052      1.743     0.7595      1.297          8        640:  55%|█████▌    | 286/519 [02:16<02:55,  1.33it/s]
      19/80      0.94G      1.051      1.742     0.7585      1.296         10        640:  55%|█████▌    | 286/519 [02:16<02:55,  1.33it/s]
      19/80      0.94G      1.051      1.742     0.7585      1.296         10        640:  55%|█████▌    | 287/519 [02:16<02:20,  1.65it/s]
      19/80      0.94G      1.051      1.743     0.7588      1.296          8        640:  55%|█████▌    | 287/519 [02:16<02:20,  1.65it/s]
      19/80      0.94G      1.051      1.743     0.7588      1.296          8        640:  55%|█████▌    | 288/519 [02:16<01:51,  2.07it/s]
      19/80      0.94G       1.05      1.742     0.7584      1.295         13        640:  55%|█████▌    | 288/519 [02:17<01:51,  2.07it/s]
      19/80      0.94G       1.05      1.742     0.7584      1.295         13        640:  56%|█████▌    | 289/519 [02:17<01:34,  2.44it/s]
      19/80      0.94G      1.051      1.742      0.758      1.295          8        640:  56%|█████▌    | 289/519 [02:17<01:34,  2.44it/s]
      19/80      0.94G      1.051      1.742      0.758      1.295          8        640:  56%|█████▌    | 290/519 [02:17<01:46,  2.15it/s]
      19/80      0.94G       1.05       1.74     0.7572      1.295         11        640:  56%|█████▌    | 290/519 [02:17<01:46,  2.15it/s]
      19/80      0.94G       1.05       1.74     0.7572      1.295         11        640:  56%|█████▌    | 291/519 [02:17<01:28,  2.56it/s]
      19/80      0.94G      1.049      1.741     0.7574      1.295         10        640:  56%|█████▌    | 291/519 [02:18<01:28,  2.56it/s]
      19/80      0.94G      1.049      1.741     0.7574      1.295         10        640:  56%|█████▋    | 292/519 [02:18<01:21,  2.80it/s]
      19/80      0.94G       1.05       1.74     0.7574      1.295         10        640:  56%|█████▋    | 292/519 [02:18<01:21,  2.80it/s]
      19/80      0.94G       1.05       1.74     0.7574      1.295         10        640:  56%|█████▋    | 293/519 [02:18<01:13,  3.08it/s]
      19/80      0.94G      1.051       1.74     0.7578      1.296         11        640:  56%|█████▋    | 293/519 [02:19<01:13,  3.08it/s]
      19/80      0.94G      1.051       1.74     0.7578      1.296         11        640:  57%|█████▋    | 294/519 [02:19<02:25,  1.55it/s]
      19/80      0.94G      1.051      1.741     0.7577      1.295         13        640:  57%|█████▋    | 294/519 [02:19<02:25,  1.55it/s]
      19/80      0.94G      1.051      1.741     0.7577      1.295         13        640:  57%|█████▋    | 295/519 [02:19<01:52,  1.98it/s]
      19/80      0.94G       1.05      1.739     0.7568      1.295         10        640:  57%|█████▋    | 295/519 [02:20<01:52,  1.98it/s]
      19/80      0.94G       1.05      1.739     0.7568      1.295         10        640:  57%|█████▋    | 296/519 [02:20<01:34,  2.36it/s]
      19/80      0.94G       1.05      1.737     0.7561      1.295          6        640:  57%|█████▋    | 296/519 [02:20<01:34,  2.36it/s]
      19/80      0.94G       1.05      1.737     0.7561      1.295          6        640:  57%|█████▋    | 297/519 [02:20<01:23,  2.65it/s]
      19/80      0.94G       1.05      1.736     0.7559      1.295         11        640:  57%|█████▋    | 297/519 [02:21<01:23,  2.65it/s]
      19/80      0.94G       1.05      1.736     0.7559      1.295         11        640:  57%|█████▋    | 298/519 [02:21<02:27,  1.50it/s]
      19/80      0.94G       1.05      1.737     0.7553      1.294         10        640:  57%|█████▋    | 298/519 [02:21<02:27,  1.50it/s]
      19/80      0.94G       1.05      1.737     0.7553      1.294         10        640:  58%|█████▊    | 299/519 [02:21<01:54,  1.92it/s]
      19/80      0.94G       1.05      1.738     0.7558      1.295          6        640:  58%|█████▊    | 299/519 [02:22<01:54,  1.92it/s]
      19/80      0.94G       1.05      1.738     0.7558      1.295          6        640:  58%|█████▊    | 300/519 [02:22<01:31,  2.40it/s]
      19/80      0.94G       1.05      1.737     0.7552      1.295          9        640:  58%|█████▊    | 300/519 [02:22<01:31,  2.40it/s]
      19/80      0.94G       1.05      1.737     0.7552      1.295          9        640:  58%|█████▊    | 301/519 [02:22<01:18,  2.77it/s]
      19/80      0.94G       1.05       1.74     0.7556      1.295         10        640:  58%|█████▊    | 301/519 [02:23<01:18,  2.77it/s]
      19/80      0.94G       1.05       1.74     0.7556      1.295         10        640:  58%|█████▊    | 302/519 [02:23<01:56,  1.86it/s]
      19/80      0.94G      1.051      1.738     0.7551      1.297          5        640:  58%|█████▊    | 302/519 [02:23<01:56,  1.86it/s]
      19/80      0.94G      1.051      1.738     0.7551      1.297          5        640:  58%|█████▊    | 303/519 [02:23<01:39,  2.17it/s]
      19/80      0.94G      1.051      1.738     0.7548      1.297         11        640:  58%|█████▊    | 303/519 [02:23<01:39,  2.17it/s]
      19/80      0.94G      1.051      1.738     0.7548      1.297         11        640:  59%|█████▊    | 304/519 [02:23<01:26,  2.49it/s]
      19/80      0.94G      1.052      1.738     0.7548      1.297         11        640:  59%|█████▊    | 304/519 [02:24<01:26,  2.49it/s]
      19/80      0.94G      1.052      1.738     0.7548      1.297         11        640:  59%|█████▉    | 305/519 [02:24<01:14,  2.89it/s]
      19/80      0.94G      1.051      1.738      0.754      1.296         14        640:  59%|█████▉    | 305/519 [02:24<01:14,  2.89it/s]
      19/80      0.94G      1.051      1.738      0.754      1.296         14        640:  59%|█████▉    | 306/519 [02:24<01:38,  2.16it/s]
      19/80      0.94G       1.05      1.738      0.754      1.296         11        640:  59%|█████▉    | 306/519 [02:24<01:38,  2.16it/s]
      19/80      0.94G       1.05      1.738      0.754      1.296         11        640:  59%|█████▉    | 307/519 [02:24<01:17,  2.75it/s]
      19/80      0.94G      1.051      1.736     0.7537      1.296          7        640:  59%|█████▉    | 307/519 [02:25<01:17,  2.75it/s]
      19/80      0.94G      1.052      1.738     0.7549      1.297          9        640:  59%|█████▉    | 307/519 [02:25<01:17,  2.75it/s]
      19/80      0.94G      1.052      1.738     0.7549      1.297          9        640:  60%|█████▉    | 309/519 [02:25<00:47,  4.39it/s]
      19/80      0.94G      1.052      1.738     0.7557      1.297         10        640:  60%|█████▉    | 309/519 [02:26<00:47,  4.39it/s]
      19/80      0.94G      1.052      1.738     0.7557      1.297         10        640:  60%|█████▉    | 310/519 [02:26<01:50,  1.90it/s]
      19/80      0.94G      1.052      1.738      0.756      1.297          9        640:  60%|█████▉    | 310/519 [02:26<01:50,  1.90it/s]
      19/80      0.94G      1.052      1.738      0.756      1.297          9        640:  60%|█████▉    | 311/519 [02:26<01:29,  2.33it/s]
      19/80      0.94G      1.053       1.74     0.7565      1.298          7        640:  60%|█████▉    | 311/519 [02:26<01:29,  2.33it/s]
      19/80      0.94G      1.053       1.74     0.7565      1.298          7        640:  60%|██████    | 312/519 [02:26<01:20,  2.58it/s]
      19/80      0.94G      1.052      1.738     0.7555      1.296         10        640:  60%|██████    | 312/519 [02:27<01:20,  2.58it/s]
      19/80      0.94G      1.052      1.738     0.7555      1.296         10        640:  60%|██████    | 313/519 [02:27<01:12,  2.84it/s]
      19/80      0.94G      1.052      1.737     0.7551      1.296         12        640:  60%|██████    | 313/519 [02:28<01:12,  2.84it/s]
      19/80      0.94G      1.052      1.737     0.7551      1.296         12        640:  61%|██████    | 314/519 [02:28<02:12,  1.55it/s]
      19/80      0.94G      1.053      1.736     0.7545      1.297          6        640:  61%|██████    | 314/519 [02:28<02:12,  1.55it/s]
      19/80      0.94G      1.053      1.736     0.7545      1.297          6        640:  61%|██████    | 315/519 [02:28<01:46,  1.92it/s]
      19/80      0.94G      1.053      1.736     0.7545      1.297          8        640:  61%|██████    | 315/519 [02:29<01:46,  1.92it/s]
      19/80      0.94G      1.053      1.736     0.7545      1.297          8        640:  61%|██████    | 316/519 [02:29<01:28,  2.29it/s]
      19/80      0.94G      1.052      1.734     0.7534      1.296         10        640:  61%|██████    | 316/519 [02:29<01:28,  2.29it/s]
      19/80      0.94G      1.052      1.734     0.7534      1.296         10        640:  61%|██████    | 317/519 [02:29<01:13,  2.76it/s]
      19/80      0.94G      1.052      1.733     0.7533      1.297          5        640:  61%|██████    | 317/519 [02:30<01:13,  2.76it/s]
      19/80      0.94G      1.052      1.733     0.7533      1.297          5        640:  61%|██████▏   | 318/519 [02:30<01:50,  1.81it/s]
      19/80      0.94G      1.052      1.732     0.7526      1.297         11        640:  61%|██████▏   | 318/519 [02:30<01:50,  1.81it/s]
      19/80      0.94G      1.052      1.732     0.7526      1.297         11        640:  61%|██████▏   | 319/519 [02:30<01:36,  2.08it/s]
      19/80      0.94G      1.051      1.731     0.7524      1.296         12        640:  61%|██████▏   | 319/519 [02:30<01:36,  2.08it/s]
      19/80      0.94G      1.051      1.731     0.7524      1.296         12        640:  62%|██████▏   | 320/519 [02:30<01:22,  2.43it/s]
      19/80      0.94G      1.051      1.729     0.7516      1.295         16        640:  62%|██████▏   | 320/519 [02:31<01:22,  2.43it/s]
      19/80      0.94G      1.051      1.729     0.7516      1.295         16        640:  62%|██████▏   | 321/519 [02:31<01:09,  2.85it/s]
      19/80      0.94G       1.05      1.728     0.7516      1.295          8        640:  62%|██████▏   | 321/519 [02:32<01:09,  2.85it/s]
      19/80      0.94G       1.05      1.728     0.7516      1.295          8        640:  62%|██████▏   | 322/519 [02:32<01:49,  1.80it/s]
      19/80      0.94G       1.05      1.728     0.7509      1.295          7        640:  62%|██████▏   | 322/519 [02:32<01:49,  1.80it/s]
      19/80      0.94G       1.05      1.728     0.7509      1.295          7        640:  62%|██████▏   | 323/519 [02:32<01:30,  2.17it/s]
      19/80      0.94G       1.05      1.729     0.7516      1.296          9        640:  62%|██████▏   | 323/519 [02:32<01:30,  2.17it/s]
      19/80      0.94G       1.05      1.729     0.7516      1.296          9        640:  62%|██████▏   | 324/519 [02:32<01:17,  2.52it/s]
      19/80      0.94G      1.049      1.728     0.7509      1.295          9        640:  62%|██████▏   | 324/519 [02:32<01:17,  2.52it/s]
      19/80      0.94G      1.049      1.728     0.7509      1.295          9        640:  63%|██████▎   | 325/519 [02:32<01:06,  2.90it/s]
      19/80      0.94G       1.05      1.728     0.7519      1.296          7        640:  63%|██████▎   | 325/519 [02:33<01:06,  2.90it/s]
      19/80      0.94G       1.05      1.728     0.7519      1.296          7        640:  63%|██████▎   | 326/519 [02:33<01:36,  2.01it/s]
      19/80      0.94G      1.052      1.732     0.7526      1.298          8        640:  63%|██████▎   | 326/519 [02:33<01:36,  2.01it/s]
      19/80      0.94G      1.052      1.732     0.7526      1.298          8        640:  63%|██████▎   | 327/519 [02:33<01:21,  2.36it/s]
      19/80      0.94G      1.051       1.73      0.752      1.298          5        640:  63%|██████▎   | 327/519 [02:34<01:21,  2.36it/s]
      19/80      0.94G      1.051       1.73      0.752      1.298          5        640:  63%|██████▎   | 328/519 [02:34<01:13,  2.60it/s]
      19/80      0.94G       1.05       1.73     0.7516      1.297         12        640:  63%|██████▎   | 328/519 [02:34<01:13,  2.60it/s]
      19/80      0.94G       1.05       1.73     0.7516      1.297         12        640:  63%|██████▎   | 329/519 [02:34<01:01,  3.07it/s]
      19/80      0.94G       1.05      1.731      0.752      1.297         12        640:  63%|██████▎   | 329/519 [02:35<01:01,  3.07it/s]
      19/80      0.94G       1.05      1.731      0.752      1.297         12        640:  64%|██████▎   | 330/519 [02:35<01:47,  1.76it/s]
      19/80      0.94G       1.05      1.729     0.7516      1.297         11        640:  64%|██████▎   | 330/519 [02:35<01:47,  1.76it/s]
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      19/80      0.94G      1.051      1.728     0.7518      1.298         11        640:  64%|██████▍   | 331/519 [02:36<01:32,  2.03it/s]
      19/80      0.94G      1.051      1.728     0.7518      1.298         11        640:  64%|██████▍   | 332/519 [02:36<01:18,  2.39it/s]
      19/80      0.94G      1.051      1.728     0.7526      1.298         12        640:  64%|██████▍   | 332/519 [02:36<01:18,  2.39it/s]
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      19/80      0.94G      1.053      1.729     0.7527      1.299          8        640:  64%|██████▍   | 333/519 [02:37<01:07,  2.74it/s]
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      19/80      0.94G      1.053       1.73     0.7543      1.299          6        640:  64%|██████▍   | 334/519 [02:37<01:37,  1.89it/s]
      19/80      0.94G      1.053       1.73     0.7543      1.299          6        640:  65%|██████▍   | 335/519 [02:37<01:51,  1.65it/s]
      19/80      0.94G      1.053      1.731     0.7542      1.299         13        640:  65%|██████▍   | 335/519 [02:38<01:51,  1.65it/s]
      19/80      0.94G      1.053      1.731     0.7542      1.299         13        640:  65%|██████▍   | 336/519 [02:38<01:29,  2.03it/s]
      19/80      0.94G      1.054      1.732     0.7544      1.299         11        640:  65%|██████▍   | 336/519 [02:38<01:29,  2.03it/s]
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      19/80      0.94G      1.056      1.736     0.7587      1.299          9        640:  69%|██████▉   | 357/519 [02:47<00:52,  3.08it/s]
      19/80      0.94G      1.056      1.736     0.7587      1.299          9        640:  69%|██████▉   | 358/519 [02:47<00:49,  3.25it/s]
      19/80      0.94G      1.055      1.734     0.7579      1.298         11        640:  69%|██████▉   | 358/519 [02:48<00:49,  3.25it/s]
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      19/80      0.94G      1.057      1.739     0.7616      1.297         10        640:  72%|███████▏  | 374/519 [02:54<00:47,  3.07it/s]
      19/80      0.94G      1.057      1.741     0.7617      1.297         11        640:  72%|███████▏  | 374/519 [02:55<00:47,  3.07it/s]
      19/80      0.94G      1.057      1.741     0.7617      1.297         11        640:  72%|███████▏  | 375/519 [02:55<00:49,  2.89it/s]
      19/80      0.94G      1.058      1.742     0.7612      1.297         11        640:  72%|███████▏  | 375/519 [02:55<00:49,  2.89it/s]
      19/80      0.94G      1.058      1.742     0.7612      1.297         11        640:  72%|███████▏  | 376/519 [02:55<00:46,  3.10it/s]
      19/80      0.94G      1.057      1.741     0.7607      1.297          5        640:  72%|███████▏  | 376/519 [02:55<00:46,  3.10it/s]
      19/80      0.94G      1.057      1.741     0.7607      1.297          5        640:  73%|███████▎  | 377/519 [02:55<00:42,  3.33it/s]
      19/80      0.94G      1.057      1.741     0.7604      1.297          9        640:  73%|███████▎  | 377/519 [02:56<00:42,  3.33it/s]
      19/80      0.94G      1.057      1.741     0.7604      1.297          9        640:  73%|███████▎  | 378/519 [02:56<01:07,  2.10it/s]
      19/80      0.94G      1.058      1.741     0.7608      1.298         13        640:  73%|███████▎  | 378/519 [02:56<01:07,  2.10it/s]
      19/80      0.94G      1.058      1.741     0.7608      1.298         13        640:  73%|███████▎  | 379/519 [02:56<01:05,  2.13it/s]
      19/80      0.94G      1.058      1.741      0.761      1.298          8        640:  73%|███████▎  | 379/519 [02:57<01:05,  2.13it/s]
      19/80      0.94G      1.058      1.741      0.761      1.298          8        640:  73%|███████▎  | 380/519 [02:57<00:53,  2.57it/s]
      19/80      0.94G      1.058       1.74     0.7607      1.297          9        640:  73%|███████▎  | 380/519 [02:57<00:53,  2.57it/s]
      19/80      0.94G      1.058       1.74     0.7607      1.297          9        640:  73%|███████▎  | 381/519 [02:57<00:59,  2.33it/s]
      19/80      0.94G      1.057       1.74     0.7604      1.297         14        640:  73%|███████▎  | 381/519 [02:58<00:59,  2.33it/s]
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      19/80      0.94G      1.058      1.739     0.7605      1.297         11        640:  74%|███████▎  | 382/519 [02:59<00:58,  2.36it/s]
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      19/80      0.94G      1.058      1.739     0.7603      1.297         14        640:  74%|███████▍  | 383/519 [02:59<01:43,  1.31it/s]
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      19/80      0.94G      1.058      1.738       0.76      1.296          7        640:  74%|███████▍  | 384/519 [03:00<01:23,  1.61it/s]
      19/80      0.94G      1.058      1.738       0.76      1.296          7        640:  74%|███████▍  | 385/519 [03:00<01:06,  2.01it/s]
      19/80      0.94G      1.058      1.741     0.7618      1.297         10        640:  74%|███████▍  | 385/519 [03:00<01:06,  2.01it/s]
      19/80      0.94G      1.058      1.741     0.7618      1.297         10        640:  74%|███████▍  | 386/519 [03:00<00:57,  2.30it/s]
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      19/80      0.94G      1.058      1.741     0.7618      1.297          9        640:  75%|███████▍  | 387/519 [03:01<01:01,  2.15it/s]
      19/80      0.94G      1.058      1.741     0.7618      1.297          9        640:  75%|███████▍  | 388/519 [03:01<00:54,  2.39it/s]
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      19/80      0.94G      1.058      1.741     0.7617      1.296          8        640:  75%|███████▍  | 389/519 [03:01<00:44,  2.90it/s]
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      19/80      0.94G      1.058       1.74     0.7614      1.296          9        640:  75%|███████▌  | 390/519 [03:02<00:39,  3.24it/s]
      19/80      0.94G      1.058       1.74     0.7614      1.296          9        640:  75%|███████▌  | 391/519 [03:02<01:03,  2.02it/s]
      19/80      0.94G      1.058      1.741     0.7611      1.296         13        640:  75%|███████▌  | 391/519 [03:02<01:03,  2.02it/s]
      19/80      0.94G      1.058      1.741     0.7611      1.296         13        640:  76%|███████▌  | 392/519 [03:02<00:54,  2.34it/s]
      19/80      0.94G      1.058      1.741     0.7614      1.296          8        640:  76%|███████▌  | 392/519 [03:03<00:54,  2.34it/s]
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      19/80      0.94G      1.057      1.738     0.7609      1.295          8        640:  76%|███████▌  | 394/519 [03:04<00:41,  3.03it/s]
      19/80      0.94G      1.057      1.738     0.7609      1.295          8        640:  76%|███████▌  | 395/519 [03:04<01:19,  1.57it/s]
      19/80      0.94G      1.057      1.739     0.7608      1.295         12        640:  76%|███████▌  | 395/519 [03:05<01:19,  1.57it/s]
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      19/80      0.94G      1.057      1.738     0.7606      1.295         11        640:  76%|███████▋  | 396/519 [03:05<01:20,  1.53it/s]
      19/80      0.94G      1.057      1.738     0.7606      1.295         11        640:  76%|███████▋  | 397/519 [03:05<01:04,  1.90it/s]
      19/80      0.94G      1.057      1.737     0.7603      1.295          7        640:  76%|███████▋  | 397/519 [03:05<01:04,  1.90it/s]
      19/80      0.94G      1.057      1.737     0.7603      1.295          7        640:  77%|███████▋  | 398/519 [03:05<00:51,  2.34it/s]
      19/80      0.94G      1.057      1.737     0.7605      1.295         11        640:  77%|███████▋  | 398/519 [03:06<00:51,  2.34it/s]
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      19/80      0.94G       1.06      1.736     0.7647      1.298         11        640:  89%|████████▉ | 462/519 [03:35<00:24,  2.32it/s]
      19/80      0.94G       1.06      1.736     0.7647      1.298         11        640:  89%|████████▉ | 463/519 [03:35<00:21,  2.61it/s]
      19/80      0.94G      1.059      1.734     0.7644      1.298         10        640:  89%|████████▉ | 463/519 [03:36<00:21,  2.61it/s]
      19/80      0.94G      1.059      1.734     0.7644      1.298         10        640:  89%|████████▉ | 464/519 [03:36<00:29,  1.84it/s]
      19/80      0.94G      1.059      1.734     0.7642      1.297          9        640:  89%|████████▉ | 464/519 [03:37<00:29,  1.84it/s]
      19/80      0.94G      1.059      1.734     0.7642      1.297          9        640:  90%|████████▉ | 465/519 [03:37<00:23,  2.26it/s]
      19/80      0.94G      1.059      1.734     0.7638      1.297         14        640:  90%|████████▉ | 465/519 [03:37<00:23,  2.26it/s]
      19/80      0.94G      1.059      1.734     0.7638      1.297         14        640:  90%|████████▉ | 466/519 [03:37<00:19,  2.66it/s]
      19/80      0.94G      1.058      1.734     0.7639      1.297         11        640:  90%|████████▉ | 466/519 [03:37<00:19,  2.66it/s]
      19/80      0.94G      1.058      1.734     0.7639      1.297         11        640:  90%|████████▉ | 467/519 [03:37<00:18,  2.87it/s]
      19/80      0.94G      1.058      1.733     0.7637      1.297          7        640:  90%|████████▉ | 467/519 [03:38<00:18,  2.87it/s]
      19/80      0.94G      1.058      1.733     0.7637      1.297          7        640:  90%|█████████ | 468/519 [03:38<00:27,  1.86it/s]
      19/80      0.94G      1.058      1.733     0.7641      1.297          7        640:  90%|█████████ | 468/519 [03:38<00:27,  1.86it/s]
      19/80      0.94G      1.058      1.733     0.7641      1.297          7        640:  90%|█████████ | 469/519 [03:38<00:21,  2.28it/s]
      19/80      0.94G      1.057      1.733     0.7642      1.296          9        640:  90%|█████████ | 469/519 [03:38<00:21,  2.28it/s]
      19/80      0.94G      1.057      1.733     0.7642      1.296          9        640:  91%|█████████ | 470/519 [03:38<00:18,  2.69it/s]
      19/80      0.94G      1.057      1.733      0.764      1.296         12        640:  91%|█████████ | 470/519 [03:39<00:18,  2.69it/s]
      19/80      0.94G      1.057      1.733      0.764      1.296         12        640:  91%|█████████ | 471/519 [03:39<00:16,  2.97it/s]
      19/80      0.94G      1.057      1.733      0.764      1.296          8        640:  91%|█████████ | 471/519 [03:39<00:16,  2.97it/s]
      19/80      0.94G      1.057      1.733      0.764      1.296          8        640:  91%|█████████ | 472/519 [03:39<00:19,  2.37it/s]
      19/80      0.94G      1.056      1.731     0.7635      1.296          6        640:  91%|█████████ | 472/519 [03:40<00:19,  2.37it/s]
      19/80      0.94G      1.056      1.731     0.7635      1.296          6        640:  91%|█████████ | 473/519 [03:40<00:17,  2.67it/s]
      19/80      0.94G      1.057      1.731     0.7642      1.296          7        640:  91%|█████████ | 473/519 [03:40<00:17,  2.67it/s]
      19/80      0.94G      1.057      1.731     0.7642      1.296          7        640:  91%|█████████▏| 474/519 [03:40<00:15,  2.86it/s]
      19/80      0.94G      1.057      1.732     0.7643      1.297         11        640:  91%|█████████▏| 474/519 [03:40<00:15,  2.86it/s]
      19/80      0.94G      1.057      1.732     0.7643      1.297         11        640:  92%|█████████▏| 475/519 [03:40<00:13,  3.23it/s]
      19/80      0.94G      1.057      1.731     0.7645      1.297         14        640:  92%|█████████▏| 475/519 [03:41<00:13,  3.23it/s]
      19/80      0.94G      1.057      1.731     0.7645      1.297         14        640:  92%|█████████▏| 476/519 [03:41<00:25,  1.71it/s]
      19/80      0.94G      1.057      1.731     0.7643      1.296         14        640:  92%|█████████▏| 476/519 [03:42<00:25,  1.71it/s]
      19/80      0.94G      1.057      1.731     0.7643      1.296         14        640:  92%|█████████▏| 477/519 [03:42<00:20,  2.09it/s]
      19/80      0.94G      1.057       1.73     0.7642      1.296         10        640:  92%|█████████▏| 477/519 [03:42<00:20,  2.09it/s]
      19/80      0.94G      1.057       1.73     0.7642      1.296         10        640:  92%|█████████▏| 478/519 [03:42<00:16,  2.48it/s]
      19/80      0.94G      1.057      1.731      0.764      1.296         12        640:  92%|█████████▏| 478/519 [03:42<00:16,  2.48it/s]
      19/80      0.94G      1.057      1.731      0.764      1.296         12        640:  92%|█████████▏| 479/519 [03:42<00:14,  2.67it/s]
      19/80      0.94G      1.059      1.733     0.7672      1.298          7        640:  92%|█████████▏| 479/519 [03:43<00:14,  2.67it/s]
      19/80      0.94G      1.059      1.733     0.7672      1.298          7        640:  92%|█████████▏| 480/519 [03:43<00:25,  1.53it/s]
      19/80      0.94G      1.059      1.733      0.767      1.298          9        640:  92%|█████████▏| 480/519 [03:44<00:25,  1.53it/s]
      19/80      0.94G      1.059      1.733      0.767      1.298          9        640:  93%|█████████▎| 481/519 [03:44<00:19,  1.92it/s]
      19/80      0.94G      1.059      1.733     0.7672      1.298         11        640:  93%|█████████▎| 481/519 [03:44<00:19,  1.92it/s]
      19/80      0.94G      1.059      1.733     0.7672      1.298         11        640:  93%|█████████▎| 482/519 [03:44<00:19,  1.93it/s]
      19/80      0.94G       1.06      1.734     0.7675      1.298         11        640:  93%|█████████▎| 482/519 [03:44<00:19,  1.93it/s]
      19/80      0.94G       1.06      1.734     0.7675      1.298         11        640:  93%|█████████▎| 483/519 [03:44<00:15,  2.31it/s]
      19/80      0.94G       1.06      1.736     0.7677      1.298         10        640:  93%|█████████▎| 483/519 [03:46<00:15,  2.31it/s]
      19/80      0.94G       1.06      1.736     0.7677      1.298         10        640:  93%|█████████▎| 484/519 [03:46<00:23,  1.46it/s]
      19/80      0.94G       1.06      1.737     0.7679      1.298         13        640:  93%|█████████▎| 484/519 [03:46<00:23,  1.46it/s]
      19/80      0.94G       1.06      1.737     0.7679      1.298         13        640:  93%|█████████▎| 485/519 [03:46<00:18,  1.85it/s]
      19/80      0.94G       1.06      1.738     0.7677      1.298         10        640:  93%|█████████▎| 485/519 [03:46<00:18,  1.85it/s]
      19/80      0.94G       1.06      1.738     0.7677      1.298         10        640:  94%|█████████▎| 486/519 [03:46<00:15,  2.14it/s]
      19/80      0.94G       1.06      1.738     0.7674      1.298         13        640:  94%|█████████▎| 486/519 [03:46<00:15,  2.14it/s]
      19/80      0.94G       1.06      1.738     0.7674      1.298         13        640:  94%|█████████▍| 487/519 [03:46<00:12,  2.51it/s]
      19/80      0.94G       1.06      1.737     0.7669      1.297          4        640:  94%|█████████▍| 487/519 [03:47<00:12,  2.51it/s]
      19/80      0.94G       1.06      1.737     0.7669      1.297          4        640:  94%|█████████▍| 488/519 [03:47<00:16,  1.89it/s]
      19/80      0.94G       1.06      1.738     0.7669      1.298         12        640:  94%|█████████▍| 488/519 [03:47<00:16,  1.89it/s]
      19/80      0.94G       1.06      1.738     0.7669      1.298         12        640:  94%|█████████▍| 489/519 [03:47<00:13,  2.18it/s]
      19/80      0.94G       1.06       1.74     0.7668      1.298         11        640:  94%|█████████▍| 489/519 [03:48<00:13,  2.18it/s]
      19/80      0.94G       1.06       1.74     0.7668      1.298         11        640:  94%|█████████▍| 490/519 [03:48<00:16,  1.74it/s]
      19/80      0.94G      1.059      1.739     0.7664      1.297         12        640:  94%|█████████▍| 490/519 [03:49<00:16,  1.74it/s]
      19/80      0.94G      1.059      1.739     0.7664      1.297         12        640:  95%|█████████▍| 491/519 [03:49<00:13,  2.07it/s]
      19/80      0.94G      1.059      1.741     0.7659      1.297         10        640:  95%|█████████▍| 491/519 [03:49<00:13,  2.07it/s]
      19/80      0.94G      1.059      1.741     0.7659      1.297         10        640:  95%|█████████▍| 492/519 [03:49<00:11,  2.43it/s]
      19/80      0.94G      1.059       1.74      0.766      1.297         10        640:  95%|█████████▍| 492/519 [03:49<00:11,  2.43it/s]
      19/80      0.94G      1.059       1.74      0.766      1.297         10        640:  95%|█████████▍| 493/519 [03:49<00:09,  2.73it/s]
      19/80      0.94G      1.058       1.74     0.7658      1.296         13        640:  95%|█████████▍| 493/519 [03:50<00:09,  2.73it/s]
      19/80      0.94G      1.058       1.74     0.7658      1.296         13        640:  95%|█████████▌| 494/519 [03:50<00:11,  2.21it/s]
      19/80      0.94G      1.058       1.74     0.7656      1.296         10        640:  95%|█████████▌| 494/519 [03:50<00:11,  2.21it/s]
      19/80      0.94G      1.058       1.74     0.7656      1.296         10        640:  95%|█████████▌| 495/519 [03:50<00:09,  2.44it/s]
      19/80      0.94G      1.058      1.739     0.7653      1.296         11        640:  95%|█████████▌| 495/519 [03:51<00:09,  2.44it/s]
      19/80      0.94G      1.058      1.739     0.7653      1.296         11        640:  96%|█████████▌| 496/519 [03:51<00:11,  2.05it/s]
      19/80      0.94G      1.058      1.739      0.765      1.296         16        640:  96%|█████████▌| 496/519 [03:51<00:11,  2.05it/s]
      19/80      0.94G      1.058      1.739      0.765      1.296         16        640:  96%|█████████▌| 497/519 [03:51<00:09,  2.39it/s]
      19/80      0.94G      1.057      1.739     0.7645      1.296         13        640:  96%|█████████▌| 497/519 [03:52<00:09,  2.39it/s]
      19/80      0.94G      1.057      1.739     0.7645      1.296         13        640:  96%|█████████▌| 498/519 [03:52<00:12,  1.72it/s]
      19/80      0.94G      1.058      1.738     0.7647      1.296          9        640:  96%|█████████▌| 498/519 [03:52<00:12,  1.72it/s]
      19/80      0.94G      1.058      1.738     0.7647      1.296          9        640:  96%|█████████▌| 499/519 [03:52<00:09,  2.05it/s]
      19/80      0.94G      1.058      1.739     0.7648      1.296         12        640:  96%|█████████▌| 499/519 [03:53<00:09,  2.05it/s]
      19/80      0.94G      1.058      1.739     0.7648      1.296         12        640:  96%|█████████▋| 500/519 [03:53<00:08,  2.16it/s]
      19/80      0.94G      1.057      1.739     0.7644      1.295          5        640:  96%|█████████▋| 500/519 [03:53<00:08,  2.16it/s]
      19/80      0.94G      1.057      1.739     0.7644      1.295          5        640:  97%|█████████▋| 501/519 [03:53<00:06,  2.61it/s]
      19/80      0.94G      1.057      1.738     0.7638      1.295         13        640:  97%|█████████▋| 501/519 [03:53<00:06,  2.61it/s]
      19/80      0.94G      1.057      1.738     0.7638      1.295         13        640:  97%|█████████▋| 502/519 [03:53<00:07,  2.41it/s]
      19/80      0.94G      1.057      1.737     0.7638      1.295         13        640:  97%|█████████▋| 502/519 [03:54<00:07,  2.41it/s]
      19/80      0.94G      1.057      1.737     0.7638      1.295         13        640:  97%|█████████▋| 503/519 [03:54<00:06,  2.57it/s]
      19/80      0.94G      1.057      1.737     0.7636      1.294         12        640:  97%|█████████▋| 503/519 [03:54<00:06,  2.57it/s]
      19/80      0.94G      1.057      1.737     0.7636      1.294         12        640:  97%|█████████▋| 504/519 [03:54<00:06,  2.29it/s]
      19/80      0.94G      1.057      1.737     0.7632      1.294          9        640:  97%|█████████▋| 504/519 [03:54<00:06,  2.29it/s]
      19/80      0.94G      1.057      1.737     0.7632      1.294          9        640:  97%|█████████▋| 505/519 [03:54<00:05,  2.61it/s]
      19/80      0.94G      1.058      1.736     0.7632      1.294          9        640:  97%|█████████▋| 505/519 [03:55<00:05,  2.61it/s]
      19/80      0.94G      1.058      1.736     0.7632      1.294          9        640:  97%|█████████▋| 506/519 [03:55<00:06,  2.08it/s]
      19/80      0.94G      1.057      1.736     0.7633      1.294         12        640:  97%|█████████▋| 506/519 [03:55<00:06,  2.08it/s]
      19/80      0.94G      1.057      1.736     0.7633      1.294         12        640:  98%|█████████▊| 507/519 [03:55<00:04,  2.43it/s]
      19/80      0.94G      1.058      1.736     0.7635      1.295          8        640:  98%|█████████▊| 507/519 [03:56<00:04,  2.43it/s]
      19/80      0.94G      1.058      1.736     0.7635      1.295          8        640:  98%|█████████▊| 508/519 [03:56<00:04,  2.70it/s]
      19/80      0.94G      1.058      1.736     0.7631      1.294         13        640:  98%|█████████▊| 508/519 [03:56<00:04,  2.70it/s]
      19/80      0.94G      1.058      1.736     0.7631      1.294         13        640:  98%|█████████▊| 509/519 [03:56<00:03,  2.92it/s]
      19/80      0.94G      1.057      1.734     0.7627      1.294          9        640:  98%|█████████▊| 509/519 [03:58<00:03,  2.92it/s]
      19/80      0.94G      1.057      1.734     0.7627      1.294          9        640:  98%|█████████▊| 510/519 [03:58<00:06,  1.30it/s]
      19/80      0.94G      1.058      1.735     0.7634      1.295          7        640:  98%|█████████▊| 510/519 [03:58<00:06,  1.30it/s]
      19/80      0.94G      1.058      1.735     0.7634      1.295          7        640:  98%|█████████▊| 511/519 [03:58<00:05,  1.59it/s]
      19/80      0.94G      1.059      1.735     0.7634      1.295         10        640:  98%|█████████▊| 511/519 [03:58<00:05,  1.59it/s]
      19/80      0.94G      1.059      1.735     0.7634      1.295         10        640:  99%|█████████▊| 512/519 [03:58<00:03,  1.90it/s]
      19/80      0.94G      1.058      1.734      0.763      1.295         10        640:  99%|█████████▊| 512/519 [03:59<00:03,  1.90it/s]
      19/80      0.94G      1.058      1.734      0.763      1.295         10        640:  99%|█████████▉| 513/519 [03:59<00:02,  2.28it/s]
      19/80      0.94G      1.058      1.734      0.763      1.295         14        640:  99%|█████████▉| 513/519 [03:59<00:02,  2.28it/s]
      19/80      0.94G      1.058      1.734      0.763      1.295         14        640:  99%|█████████▉| 514/519 [03:59<00:02,  2.03it/s]
      19/80      0.94G      1.058      1.734      0.763      1.295          8        640:  99%|█████████▉| 514/519 [03:59<00:02,  2.03it/s]
      19/80      0.94G      1.058      1.734     0.7629      1.295         13        640:  99%|█████████▉| 514/519 [03:59<00:02,  2.03it/s]
      19/80      0.94G      1.058      1.734     0.7629      1.295         13        640:  99%|█████████▉| 516/519 [03:59<00:00,  3.24it/s]
      19/80      0.94G      1.058      1.734     0.7629      1.294         13        640:  99%|█████████▉| 516/519 [03:59<00:00,  3.24it/s]
      19/80      0.94G      1.058      1.733     0.7626      1.294         13        640:  99%|█████████▉| 516/519 [04:00<00:00,  3.24it/s]
      19/80      0.94G      1.058      1.733     0.7626      1.294         13        640: 100%|█████████▉| 518/519 [04:00<00:00,  3.15it/s]
      19/80      0.94G      1.057      1.734     0.7627      1.294          8        640: 100%|█████████▉| 518/519 [04:00<00:00,  3.15it/s]
      19/80      0.94G      1.057      1.734     0.7627      1.294          8        640: 100%|██████████| 519/519 [04:00<00:00,  2.16it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:47,  6.37s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:58,  2.84s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:45,  1.70s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:12,  1.18s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:56,  1.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:49,  1.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:43,  1.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:38,  1.49it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:32,  1.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:28,  1.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:25,  2.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:24,  2.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:24,  2.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:24,  2.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:24,  1.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:25,  1.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:23,  2.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:17,  2.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:14<00:13,  3.42it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:14<00:10,  4.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:14<00:11,  3.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:15<00:20,  2.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:16<00:24,  1.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:23,  1.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:17<00:21,  1.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:19,  1.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:16,  2.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:12,  2.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:09,  3.51it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:08,  4.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:19<00:06,  4.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:06,  5.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:05,  5.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.41it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:04,  6.60it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  6.87it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:20<00:03,  6.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:04,  6.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:21<00:03,  6.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  6.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.45it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.44it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.81it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  8.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:22<00:01,  8.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:00,  9.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  89%|████████▉ | 58/65 [00:22<00:00,  9.56it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  92%|█████████▏| 60/65 [00:22<00:00,  9.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:22<00:00,  9.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  98%|█████████▊| 64/65 [00:23<00:00,  9.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.77it/s]
-                   all        519        519       0.94      0.936      0.978      0.714      0.948      0.933      0.977      0.694
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
      20/80      0.94G     0.7322     0.9323     0.4993      1.166          7        640:   0%|          | 0/519 [00:03<?, ?it/s]
      20/80      0.94G     0.7322     0.9323     0.4993      1.166          7        640:   0%|          | 1/519 [00:03<27:52,  3.23s/it]
      20/80      0.94G     0.9604       1.19     0.6819        1.2         11        640:   0%|          | 1/519 [00:03<27:52,  3.23s/it]
      20/80      0.94G     0.9604       1.19     0.6819        1.2         11        640:   0%|          | 2/519 [00:03<12:54,  1.50s/it]
      20/80      0.94G      1.005      1.363     0.6864      1.221         11        640:   0%|          | 2/519 [00:03<12:54,  1.50s/it]
      20/80      0.94G      1.005      1.363     0.6864      1.221         11        640:   1%|          | 3/519 [00:03<08:00,  1.07it/s]
      20/80      0.94G      1.044      1.414     0.7363      1.256          8        640:   1%|          | 3/519 [00:03<08:00,  1.07it/s]
      20/80      0.94G      1.044      1.414     0.7363      1.256          8        640:   1%|          | 4/519 [00:03<05:29,  1.56it/s]
      20/80      0.94G      1.025      1.574     0.8311      1.252          8        640:   1%|          | 4/519 [00:05<05:29,  1.56it/s]
      20/80      0.94G      1.025      1.574     0.8311      1.252          8        640:   1%|          | 5/519 [00:05<08:04,  1.06it/s]
      20/80      0.94G      1.031      1.564     0.8038       1.23         14        640:   1%|          | 5/519 [00:05<08:04,  1.06it/s]
      20/80      0.94G      1.031      1.564     0.8038       1.23         14        640:   1%|          | 6/519 [00:05<06:05,  1.40it/s]
      20/80      0.94G      1.058      1.658      0.787      1.257         11        640:   1%|          | 6/519 [00:05<06:05,  1.40it/s]
      20/80      0.94G      1.058      1.658      0.787      1.257         11        640:   1%|▏         | 7/519 [00:05<04:45,  1.79it/s]
      20/80      0.94G       1.06      1.666     0.7716      1.269          9        640:   1%|▏         | 7/519 [00:06<04:45,  1.79it/s]
      20/80      0.94G       1.06      1.666     0.7716      1.269          9        640:   2%|▏         | 8/519 [00:06<04:10,  2.04it/s]
      20/80      0.94G      1.029      1.628     0.7481      1.253          9        640:   2%|▏         | 8/519 [00:07<04:10,  2.04it/s]
      20/80      0.94G      1.029      1.628     0.7481      1.253          9        640:   2%|▏         | 9/519 [00:07<05:18,  1.60it/s]
      20/80      0.94G      1.009      1.577      0.727      1.239         11        640:   2%|▏         | 9/519 [00:07<05:18,  1.60it/s]
      20/80      0.94G      1.009      1.577      0.727      1.239         11        640:   2%|▏         | 10/519 [00:07<04:11,  2.03it/s]
      20/80      0.94G      1.012      1.596     0.7203      1.241         13        640:   2%|▏         | 10/519 [00:07<04:11,  2.03it/s]
      20/80      0.94G      1.012      1.596     0.7203      1.241         13        640:   2%|▏         | 11/519 [00:07<03:29,  2.43it/s]
      20/80      0.94G      1.004      1.618     0.7229      1.238         10        640:   2%|▏         | 11/519 [00:07<03:29,  2.43it/s]
      20/80      0.94G      1.004      1.618     0.7229      1.238         10        640:   2%|▏         | 12/519 [00:07<02:57,  2.85it/s]
      20/80      0.94G      1.012      1.647     0.7365       1.25          7        640:   2%|▏         | 12/519 [00:08<02:57,  2.85it/s]
      20/80      0.94G      1.012      1.647     0.7365       1.25          7        640:   3%|▎         | 13/519 [00:08<04:38,  1.82it/s]
      20/80      0.94G      1.024      1.634     0.7338      1.262         11        640:   3%|▎         | 13/519 [00:09<04:38,  1.82it/s]
      20/80      0.94G      1.024      1.634     0.7338      1.262         11        640:   3%|▎         | 14/519 [00:09<04:23,  1.92it/s]
      20/80      0.94G      1.004      1.587     0.7178      1.248          9        640:   3%|▎         | 14/519 [00:09<04:23,  1.92it/s]
      20/80      0.94G      1.004      1.587     0.7178      1.248          9        640:   3%|▎         | 15/519 [00:09<03:34,  2.34it/s]
      20/80      0.94G          1      1.566     0.7109      1.242         13        640:   3%|▎         | 15/519 [00:09<03:34,  2.34it/s]
      20/80      0.94G          1      1.566     0.7109      1.242         13        640:   3%|▎         | 16/519 [00:09<03:11,  2.62it/s]
      20/80      0.94G     0.9998      1.555     0.7182      1.238         12        640:   3%|▎         | 16/519 [00:10<03:11,  2.62it/s]
      20/80      0.94G     0.9998      1.555     0.7182      1.238         12        640:   3%|▎         | 17/519 [00:10<04:00,  2.08it/s]
      20/80      0.94G      1.027      1.593     0.7383      1.252          9        640:   3%|▎         | 17/519 [00:11<04:00,  2.08it/s]
      20/80      0.94G      1.027      1.593     0.7383      1.252          9        640:   3%|▎         | 18/519 [00:11<04:28,  1.86it/s]
      20/80      0.94G      1.021       1.57     0.7381      1.254          8        640:   3%|▎         | 18/519 [00:11<04:28,  1.86it/s]
      20/80      0.94G      1.021       1.57     0.7381      1.254          8        640:   4%|▎         | 19/519 [00:11<03:31,  2.36it/s]
      20/80      0.94G      1.016      1.572     0.7338      1.252          9        640:   4%|▎         | 19/519 [00:11<03:31,  2.36it/s]
      20/80      0.94G      1.016      1.572     0.7338      1.252          9        640:   4%|▍         | 20/519 [00:11<02:59,  2.78it/s]
      20/80      0.94G       1.03       1.62     0.7573      1.255         13        640:   4%|▍         | 20/519 [00:12<02:59,  2.78it/s]
      20/80      0.94G       1.03       1.62     0.7573      1.255         13        640:   4%|▍         | 21/519 [00:12<03:13,  2.57it/s]
      20/80      0.94G      1.034      1.642     0.7621      1.257         15        640:   4%|▍         | 21/519 [00:13<03:13,  2.57it/s]
      20/80      0.94G      1.034      1.642     0.7621      1.257         15        640:   4%|▍         | 22/519 [00:13<04:48,  1.72it/s]
      20/80      0.94G       1.03      1.682     0.7766      1.261          6        640:   4%|▍         | 22/519 [00:13<04:48,  1.72it/s]
      20/80      0.94G       1.03      1.682     0.7766      1.261          6        640:   4%|▍         | 23/519 [00:13<03:53,  2.12it/s]
      20/80      0.94G       1.02      1.676     0.7709      1.257          9        640:   4%|▍         | 23/519 [00:13<03:53,  2.12it/s]
      20/80      0.94G       1.02      1.676     0.7709      1.257          9        640:   5%|▍         | 24/519 [00:13<03:21,  2.45it/s]
      20/80      0.94G      1.019      1.669     0.7624      1.261          6        640:   5%|▍         | 24/519 [00:13<03:21,  2.45it/s]
      20/80      0.94G      1.019      1.669     0.7624      1.261          6        640:   5%|▍         | 25/519 [00:13<03:05,  2.66it/s]
      20/80      0.94G      1.014      1.656     0.7549      1.252         15        640:   5%|▍         | 25/519 [00:14<03:05,  2.66it/s]
      20/80      0.94G      1.014      1.656     0.7549      1.252         15        640:   5%|▌         | 26/519 [00:14<04:10,  1.96it/s]
      20/80      0.94G      1.031      1.696     0.7653      1.259          9        640:   5%|▌         | 26/519 [00:15<04:10,  1.96it/s]
      20/80      0.94G      1.031      1.696     0.7653      1.259          9        640:   5%|▌         | 27/519 [00:15<04:18,  1.90it/s]
      20/80      0.94G      1.027      1.694     0.7637      1.258          9        640:   5%|▌         | 27/519 [00:15<04:18,  1.90it/s]
      20/80      0.94G      1.027      1.694     0.7637      1.258          9        640:   5%|▌         | 28/519 [00:15<03:33,  2.30it/s]
      20/80      0.94G      1.032      1.707     0.7671      1.265          6        640:   5%|▌         | 28/519 [00:15<03:33,  2.30it/s]
      20/80      0.94G      1.032      1.707     0.7671      1.265          6        640:   6%|▌         | 29/519 [00:15<03:10,  2.58it/s]
      20/80      0.94G      1.031      1.701     0.7682      1.262          8        640:   6%|▌         | 29/519 [00:16<03:10,  2.58it/s]
      20/80      0.94G      1.031      1.701     0.7682      1.262          8        640:   6%|▌         | 30/519 [00:16<03:59,  2.04it/s]
      20/80      0.94G      1.041        1.7     0.7724      1.276          9        640:   6%|▌         | 30/519 [00:17<03:59,  2.04it/s]
      20/80      0.94G      1.041        1.7     0.7724      1.276          9        640:   6%|▌         | 31/519 [00:17<04:46,  1.71it/s]
      20/80      0.94G      1.035      1.688     0.7672       1.27         14        640:   6%|▌         | 31/519 [00:17<04:46,  1.71it/s]
      20/80      0.94G      1.035      1.688     0.7672       1.27         14        640:   6%|▌         | 32/519 [00:17<03:52,  2.10it/s]
      20/80      0.94G      1.033      1.683     0.7663      1.269          9        640:   6%|▌         | 32/519 [00:17<03:52,  2.10it/s]
      20/80      0.94G      1.033      1.683     0.7663      1.269          9        640:   6%|▋         | 33/519 [00:17<03:18,  2.45it/s]
      20/80      0.94G      1.031      1.681     0.7638      1.269          9        640:   6%|▋         | 33/519 [00:17<03:18,  2.45it/s]
      20/80      0.94G      1.031      1.681     0.7638      1.269          9        640:   7%|▋         | 34/519 [00:17<02:54,  2.77it/s]
      20/80      0.94G      1.031      1.682     0.7643      1.269          9        640:   7%|▋         | 34/519 [00:19<02:54,  2.77it/s]
      20/80      0.94G      1.031      1.682     0.7643      1.269          9        640:   7%|▋         | 35/519 [00:19<05:30,  1.47it/s]
      20/80      0.94G      1.033      1.688     0.7734      1.272         11        640:   7%|▋         | 35/519 [00:19<05:30,  1.47it/s]
      20/80      0.94G      1.033      1.688     0.7734      1.272         11        640:   7%|▋         | 36/519 [00:19<04:38,  1.73it/s]
      20/80      0.94G      1.034       1.68     0.7732      1.275         10        640:   7%|▋         | 36/519 [00:19<04:38,  1.73it/s]
      20/80      0.94G      1.034       1.68     0.7732      1.275         10        640:   7%|▋         | 37/519 [00:19<03:50,  2.09it/s]
      20/80      0.94G      1.037      1.677     0.7705      1.278         11        640:   7%|▋         | 37/519 [00:20<03:50,  2.09it/s]
      20/80      0.94G      1.037      1.677     0.7705      1.278         11        640:   7%|▋         | 38/519 [00:20<03:08,  2.55it/s]
      20/80      0.94G      1.034      1.676     0.7646      1.279          9        640:   7%|▋         | 38/519 [00:21<03:08,  2.55it/s]
      20/80      0.94G      1.034      1.676     0.7646      1.279          9        640:   8%|▊         | 39/519 [00:21<04:33,  1.75it/s]
      20/80      0.94G      1.043      1.692     0.7758      1.282         10        640:   8%|▊         | 39/519 [00:21<04:33,  1.75it/s]
      20/80      0.94G      1.043      1.692     0.7758      1.282         10        640:   8%|▊         | 40/519 [00:21<04:04,  1.96it/s]
      20/80      0.94G       1.04      1.686     0.7725      1.277         10        640:   8%|▊         | 40/519 [00:21<04:04,  1.96it/s]
      20/80      0.94G       1.04      1.686     0.7725      1.277         10        640:   8%|▊         | 41/519 [00:21<03:22,  2.36it/s]
      20/80      0.94G      1.041      1.677     0.7679      1.276         10        640:   8%|▊         | 41/519 [00:21<03:22,  2.36it/s]
      20/80      0.94G      1.041      1.677     0.7679      1.276         10        640:   8%|▊         | 42/519 [00:21<02:50,  2.80it/s]
      20/80      0.94G      1.042      1.671     0.7633      1.281          9        640:   8%|▊         | 42/519 [00:23<02:50,  2.80it/s]
      20/80      0.94G      1.042      1.671     0.7633      1.281          9        640:   8%|▊         | 43/519 [00:23<04:48,  1.65it/s]
      20/80      0.94G      1.039      1.664     0.7594      1.279         13        640:   8%|▊         | 43/519 [00:23<04:48,  1.65it/s]
      20/80      0.94G      1.039      1.664     0.7594      1.279         13        640:   8%|▊         | 44/519 [00:23<03:58,  1.99it/s]
      20/80      0.94G      1.048      1.672      0.761      1.286         10        640:   8%|▊         | 44/519 [00:23<03:58,  1.99it/s]
      20/80      0.94G      1.048      1.672      0.761      1.286         10        640:   9%|▊         | 45/519 [00:23<03:23,  2.33it/s]
      20/80      0.94G      1.044       1.67     0.7579      1.283         13        640:   9%|▊         | 45/519 [00:23<03:23,  2.33it/s]
      20/80      0.94G      1.044       1.67     0.7579      1.283         13        640:   9%|▉         | 46/519 [00:23<02:55,  2.69it/s]
      20/80      0.94G      1.046      1.669     0.7566      1.281         13        640:   9%|▉         | 46/519 [00:25<02:55,  2.69it/s]
      20/80      0.94G      1.046      1.669     0.7566      1.281         13        640:   9%|▉         | 47/519 [00:25<06:21,  1.24it/s]
      20/80      0.94G      1.047      1.669     0.7586      1.282          9        640:   9%|▉         | 47/519 [00:25<06:21,  1.24it/s]
      20/80      0.94G      1.047      1.669     0.7586      1.282          9        640:   9%|▉         | 48/519 [00:25<05:04,  1.55it/s]
      20/80      0.94G      1.039      1.677     0.7577       1.28          9        640:   9%|▉         | 48/519 [00:26<05:04,  1.55it/s]
      20/80      0.94G      1.039      1.677     0.7577       1.28          9        640:   9%|▉         | 49/519 [00:26<04:04,  1.92it/s]
      20/80      0.94G      1.042      1.682     0.7617      1.283         11        640:   9%|▉         | 49/519 [00:26<04:04,  1.92it/s]
      20/80      0.94G      1.042      1.682     0.7617      1.283         11        640:  10%|▉         | 50/519 [00:26<03:27,  2.26it/s]
      20/80      0.94G      1.052      1.695     0.7692      1.297          9        640:  10%|▉         | 50/519 [00:27<03:27,  2.26it/s]
      20/80      0.94G      1.052      1.695     0.7692      1.297          9        640:  10%|▉         | 51/519 [00:27<04:09,  1.88it/s]
      20/80      0.94G      1.059      1.697     0.7739      1.298          8        640:  10%|▉         | 51/519 [00:27<04:09,  1.88it/s]
      20/80      0.94G      1.059      1.697     0.7739      1.298          8        640:  10%|█         | 52/519 [00:27<03:26,  2.26it/s]
      20/80      0.94G      1.062      1.693     0.7735      1.299          5        640:  10%|█         | 52/519 [00:27<03:26,  2.26it/s]
      20/80      0.94G      1.062      1.693     0.7735      1.299          5        640:  10%|█         | 53/519 [00:27<02:56,  2.63it/s]
      20/80      0.94G      1.059      1.692     0.7694      1.297          8        640:  10%|█         | 53/519 [00:27<02:56,  2.63it/s]
      20/80      0.94G      1.059      1.692     0.7694      1.297          8        640:  10%|█         | 54/519 [00:27<02:44,  2.82it/s]
      20/80      0.94G      1.065      1.691     0.7719      1.301          6        640:  10%|█         | 54/519 [00:29<02:44,  2.82it/s]
      20/80      0.94G      1.065      1.691     0.7719      1.301          6        640:  11%|█         | 55/519 [00:29<04:31,  1.71it/s]
      20/80      0.94G      1.067      1.693     0.7729      1.305         12        640:  11%|█         | 55/519 [00:29<04:31,  1.71it/s]
      20/80      0.94G      1.067      1.693     0.7729      1.305         12        640:  11%|█         | 56/519 [00:29<03:52,  1.99it/s]
      20/80      0.94G      1.071      1.701     0.7734      1.307         10        640:  11%|█         | 56/519 [00:29<03:52,  1.99it/s]
      20/80      0.94G      1.071      1.701     0.7734      1.307         10        640:  11%|█         | 57/519 [00:29<03:15,  2.36it/s]
      20/80      0.94G      1.069      1.698     0.7711      1.306         13        640:  11%|█         | 57/519 [00:30<03:15,  2.36it/s]
      20/80      0.94G      1.069      1.698     0.7711      1.306         13        640:  11%|█         | 58/519 [00:30<03:09,  2.44it/s]
      20/80      0.94G      1.073        1.7     0.7729      1.306         10        640:  11%|█         | 58/519 [00:30<03:09,  2.44it/s]
      20/80      0.94G      1.073        1.7     0.7729      1.306         10        640:  11%|█▏        | 59/519 [00:30<03:07,  2.45it/s]
      20/80      0.94G      1.079      1.702     0.7769      1.308         15        640:  11%|█▏        | 59/519 [00:30<03:07,  2.45it/s]
      20/80      0.94G      1.079      1.702     0.7769      1.308         15        640:  12%|█▏        | 60/519 [00:30<02:47,  2.75it/s]
      20/80      0.94G      1.078      1.696     0.7761      1.308          8        640:  12%|█▏        | 60/519 [00:30<02:47,  2.75it/s]
      20/80      0.94G      1.078      1.696     0.7761      1.308          8        640:  12%|█▏        | 61/519 [00:30<02:29,  3.06it/s]
      20/80      0.94G       1.08      1.706     0.7794      1.311         10        640:  12%|█▏        | 61/519 [00:31<02:29,  3.06it/s]
      20/80      0.94G       1.08      1.706     0.7794      1.311         10        640:  12%|█▏        | 62/519 [00:31<02:14,  3.41it/s]
      20/80      0.94G      1.083      1.707     0.7822      1.313          9        640:  12%|█▏        | 62/519 [00:32<02:14,  3.41it/s]
      20/80      0.94G      1.083      1.707     0.7822      1.313          9        640:  12%|█▏        | 63/519 [00:32<04:24,  1.72it/s]
      20/80      0.94G      1.081      1.709     0.7792      1.312          5        640:  12%|█▏        | 63/519 [00:32<04:24,  1.72it/s]
      20/80      0.94G      1.081      1.709     0.7792      1.312          5        640:  12%|█▏        | 64/519 [00:32<03:40,  2.07it/s]
      20/80      0.94G      1.084      1.718     0.7813      1.317         11        640:  12%|█▏        | 64/519 [00:32<03:40,  2.07it/s]
      20/80      0.94G      1.084      1.718     0.7813      1.317         11        640:  13%|█▎        | 65/519 [00:32<02:58,  2.55it/s]
      20/80      0.94G      1.087      1.712     0.7829      1.318          6        640:  13%|█▎        | 65/519 [00:33<02:58,  2.55it/s]
      20/80      0.94G      1.087      1.712     0.7829      1.318          6        640:  13%|█▎        | 66/519 [00:33<02:40,  2.81it/s]
      20/80      0.94G      1.089      1.715     0.7828       1.32         11        640:  13%|█▎        | 66/519 [00:34<02:40,  2.81it/s]
      20/80      0.94G      1.089      1.715     0.7828       1.32         11        640:  13%|█▎        | 67/519 [00:34<04:37,  1.63it/s]
      20/80      0.94G      1.089       1.72     0.7828       1.32          7        640:  13%|█▎        | 67/519 [00:34<04:37,  1.63it/s]
      20/80      0.94G      1.089       1.72     0.7828       1.32          7        640:  13%|█▎        | 68/519 [00:34<03:41,  2.03it/s]
      20/80      0.94G      1.088      1.717     0.7824      1.318         10        640:  13%|█▎        | 68/519 [00:34<03:41,  2.03it/s]
      20/80      0.94G      1.088      1.717     0.7824      1.318         10        640:  13%|█▎        | 69/519 [00:34<03:01,  2.47it/s]
      20/80      0.94G      1.088      1.718     0.7813      1.316         11        640:  13%|█▎        | 69/519 [00:34<03:01,  2.47it/s]
      20/80      0.94G      1.086      1.719     0.7797      1.315         14        640:  13%|█▎        | 69/519 [00:35<03:01,  2.47it/s]
      20/80      0.94G      1.086      1.719     0.7797      1.315         14        640:  14%|█▎        | 71/519 [00:35<03:31,  2.12it/s]
      20/80      0.94G      1.085      1.716     0.7768      1.314          6        640:  14%|█▎        | 71/519 [00:36<03:31,  2.12it/s]
      20/80      0.94G      1.085      1.716     0.7768      1.314          6        640:  14%|█▍        | 72/519 [00:36<03:14,  2.30it/s]
      20/80      0.94G      1.086      1.728     0.7795      1.313         12        640:  14%|█▍        | 72/519 [00:36<03:14,  2.30it/s]
      20/80      0.94G      1.086      1.728     0.7795      1.313         12        640:  14%|█▍        | 73/519 [00:36<02:54,  2.56it/s]
      20/80      0.94G      1.084      1.728     0.7797      1.312          9        640:  14%|█▍        | 73/519 [00:36<02:54,  2.56it/s]
      20/80      0.94G      1.084      1.728     0.7797      1.312          9        640:  14%|█▍        | 74/519 [00:36<02:39,  2.80it/s]
      20/80      0.94G      1.088      1.732     0.7842      1.315         11        640:  14%|█▍        | 74/519 [00:38<02:39,  2.80it/s]
      20/80      0.94G      1.088      1.732     0.7842      1.315         11        640:  14%|█▍        | 75/519 [00:38<05:06,  1.45it/s]
      20/80      0.94G      1.089      1.728     0.7851      1.313         14        640:  14%|█▍        | 75/519 [00:38<05:06,  1.45it/s]
      20/80      0.94G      1.089      1.728     0.7851      1.313         14        640:  15%|█▍        | 76/519 [00:38<04:11,  1.76it/s]
      20/80      0.94G      1.087      1.724     0.7838      1.313         11        640:  15%|█▍        | 76/519 [00:38<04:11,  1.76it/s]
      20/80      0.94G      1.087      1.724     0.7838      1.313         11        640:  15%|█▍        | 77/519 [00:38<03:24,  2.16it/s]
      20/80      0.94G      1.087      1.722     0.7827      1.313          6        640:  15%|█▍        | 77/519 [00:38<03:24,  2.16it/s]
      20/80      0.94G      1.087      1.722     0.7827      1.313          6        640:  15%|█▌        | 78/519 [00:38<02:55,  2.51it/s]
      20/80      0.94G      1.085      1.717     0.7794      1.314          8        640:  15%|█▌        | 78/519 [00:40<02:55,  2.51it/s]
      20/80      0.94G      1.085      1.717     0.7794      1.314          8        640:  15%|█▌        | 79/519 [00:40<05:18,  1.38it/s]
      20/80      0.94G      1.081      1.713     0.7769       1.31         11        640:  15%|█▌        | 79/519 [00:40<05:18,  1.38it/s]
      20/80      0.94G      1.081      1.713     0.7769       1.31         11        640:  15%|█▌        | 80/519 [00:40<04:15,  1.72it/s]
      20/80      0.94G      1.083       1.71     0.7767      1.311         11        640:  15%|█▌        | 80/519 [00:40<04:15,  1.72it/s]
      20/80      0.94G      1.083       1.71     0.7767      1.311         11        640:  16%|█▌        | 81/519 [00:40<03:36,  2.02it/s]
      20/80      0.94G      1.081      1.711     0.7756      1.311         12        640:  16%|█▌        | 81/519 [00:41<03:36,  2.02it/s]
      20/80      0.94G      1.081      1.711     0.7756      1.311         12        640:  16%|█▌        | 82/519 [00:41<03:00,  2.42it/s]
      20/80      0.94G      1.082      1.711      0.777       1.31          8        640:  16%|█▌        | 82/519 [00:42<03:00,  2.42it/s]
      20/80      0.94G      1.082      1.711      0.777       1.31          8        640:  16%|█▌        | 83/519 [00:42<05:16,  1.38it/s]
      20/80      0.94G      1.081      1.711     0.7758      1.309         10        640:  16%|█▌        | 83/519 [00:42<05:16,  1.38it/s]
      20/80      0.94G      1.081      1.711     0.7758      1.309         10        640:  16%|█▌        | 84/519 [00:42<04:04,  1.78it/s]
      20/80      0.94G      1.079      1.708     0.7733      1.306         12        640:  16%|█▌        | 84/519 [00:43<04:04,  1.78it/s]
      20/80      0.94G      1.079      1.708     0.7733      1.306         12        640:  16%|█▋        | 85/519 [00:43<03:26,  2.10it/s]
      20/80      0.94G      1.079      1.709     0.7734      1.307          9        640:  16%|█▋        | 85/519 [00:43<03:26,  2.10it/s]
      20/80      0.94G      1.079      1.709     0.7734      1.307          9        640:  17%|█▋        | 86/519 [00:43<02:59,  2.42it/s]
      20/80      0.94G       1.08      1.708     0.7744      1.309          9        640:  17%|█▋        | 86/519 [00:44<02:59,  2.42it/s]
      20/80      0.94G       1.08      1.708     0.7744      1.309          9        640:  17%|█▋        | 87/519 [00:44<04:13,  1.71it/s]
      20/80      0.94G      1.082      1.715     0.7746      1.311         12        640:  17%|█▋        | 87/519 [00:44<04:13,  1.71it/s]
      20/80      0.94G      1.082      1.715     0.7746      1.311         12        640:  17%|█▋        | 88/519 [00:44<03:40,  1.95it/s]
      20/80      0.94G      1.083      1.719     0.7742       1.31         11        640:  17%|█▋        | 88/519 [00:44<03:40,  1.95it/s]
      20/80      0.94G      1.083      1.719     0.7742       1.31         11        640:  17%|█▋        | 89/519 [00:44<03:12,  2.23it/s]
      20/80      0.94G      1.079      1.728     0.7714      1.309          8        640:  17%|█▋        | 89/519 [00:45<03:12,  2.23it/s]
      20/80      0.94G      1.079      1.728     0.7714      1.309          8        640:  17%|█▋        | 90/519 [00:45<02:44,  2.61it/s]
      20/80      0.94G      1.077      1.733     0.7719      1.309          9        640:  17%|█▋        | 90/519 [00:46<02:44,  2.61it/s]
      20/80      0.94G      1.077      1.733     0.7719      1.309          9        640:  18%|█▊        | 91/519 [00:46<04:16,  1.67it/s]
      20/80      0.94G      1.075      1.728     0.7704      1.307         11        640:  18%|█▊        | 91/519 [00:46<04:16,  1.67it/s]
      20/80      0.94G      1.075      1.728     0.7704      1.307         11        640:  18%|█▊        | 92/519 [00:46<03:30,  2.03it/s]
      20/80      0.94G      1.078      1.727     0.7723       1.31         10        640:  18%|█▊        | 92/519 [00:46<03:30,  2.03it/s]
      20/80      0.94G      1.078      1.727     0.7723       1.31         10        640:  18%|█▊        | 93/519 [00:46<02:58,  2.39it/s]
      20/80      0.94G      1.081      1.729     0.7741      1.315          8        640:  18%|█▊        | 93/519 [00:47<02:58,  2.39it/s]
      20/80      0.94G      1.081      1.729     0.7741      1.315          8        640:  18%|█▊        | 94/519 [00:47<03:09,  2.24it/s]
      20/80      0.94G      1.085      1.744      0.777      1.317          9        640:  18%|█▊        | 94/519 [00:47<03:09,  2.24it/s]
      20/80      0.94G      1.085      1.744      0.777      1.317          9        640:  18%|█▊        | 95/519 [00:47<03:06,  2.27it/s]
      20/80      0.94G      1.085      1.745     0.7765      1.317         10        640:  18%|█▊        | 95/519 [00:47<03:06,  2.27it/s]
      20/80      0.94G      1.085      1.745     0.7765      1.317         10        640:  18%|█▊        | 96/519 [00:47<02:36,  2.71it/s]
      20/80      0.94G      1.087      1.744     0.7761      1.318         10        640:  18%|█▊        | 96/519 [00:48<02:36,  2.71it/s]
      20/80      0.94G      1.087      1.744     0.7761      1.318         10        640:  19%|█▊        | 97/519 [00:48<02:25,  2.90it/s]
      20/80      0.94G      1.085      1.741     0.7749      1.317         10        640:  19%|█▊        | 97/519 [00:49<02:25,  2.90it/s]
      20/80      0.94G      1.085      1.741     0.7749      1.317         10        640:  19%|█▉        | 98/519 [00:49<03:40,  1.91it/s]
      20/80      0.94G      1.084      1.739     0.7738      1.316         12        640:  19%|█▉        | 98/519 [00:49<03:40,  1.91it/s]
      20/80      0.94G      1.084      1.739     0.7738      1.316         12        640:  19%|█▉        | 99/519 [00:49<03:57,  1.77it/s]
      20/80      0.94G      1.084      1.739      0.774      1.316         11        640:  19%|█▉        | 99/519 [00:50<03:57,  1.77it/s]
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      20/80      0.94G      1.084      1.739     0.7746      1.315         14        640:  19%|█▉        | 100/519 [00:50<03:14,  2.15it/s]
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      20/80      0.94G      1.081      1.747     0.7739      1.314         13        640:  19%|█▉        | 101/519 [00:51<02:45,  2.53it/s]
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      20/80      0.94G      1.069       1.74     0.7667      1.308         11        640:  69%|██████▉   | 357/519 [02:49<01:12,  2.23it/s]
      20/80      0.94G      1.069       1.74     0.7668      1.308         12        640:  69%|██████▉   | 357/519 [02:49<01:12,  2.23it/s]
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      20/80      0.94G      1.069      1.739     0.7663      1.307         13        640:  69%|██████▉   | 358/519 [02:50<01:01,  2.63it/s]
      20/80      0.94G      1.069      1.739     0.7663      1.307         13        640:  69%|██████▉   | 359/519 [02:50<01:49,  1.46it/s]
      20/80      0.94G      1.069      1.742     0.7668      1.308          9        640:  69%|██████▉   | 359/519 [02:51<01:49,  1.46it/s]
      20/80      0.94G      1.069      1.742     0.7668      1.308          9        640:  69%|██████▉   | 360/519 [02:51<01:29,  1.77it/s]
      20/80      0.94G      1.069      1.745     0.7666      1.308          9        640:  69%|██████▉   | 360/519 [02:51<01:29,  1.77it/s]
      20/80      0.94G      1.069      1.745     0.7666      1.308          9        640:  70%|██████▉   | 361/519 [02:51<01:14,  2.13it/s]
      20/80      0.94G      1.069      1.744     0.7672      1.309          8        640:  70%|██████▉   | 361/519 [02:51<01:14,  2.13it/s]
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      20/80      0.94G      1.068      1.742     0.7656      1.308         12        640:  70%|██████▉   | 363/519 [02:52<01:18,  1.98it/s]
      20/80      0.94G      1.068      1.742     0.7656      1.308         12        640:  70%|███████   | 364/519 [02:52<01:05,  2.35it/s]
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      20/80      0.94G      1.069      1.743     0.7652      1.308         12        640:  71%|███████   | 366/519 [02:55<00:50,  3.04it/s]
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      20/80      0.94G       1.07      1.744     0.7653      1.308         11        640:  71%|███████▏  | 370/519 [02:57<01:02,  2.37it/s]
      20/80      0.94G       1.07      1.744     0.7653      1.308         11        640:  71%|███████▏  | 371/519 [02:57<01:50,  1.33it/s]
      20/80      0.94G       1.07      1.743     0.7654      1.308         11        640:  71%|███████▏  | 371/519 [02:57<01:50,  1.33it/s]
      20/80      0.94G       1.07      1.743     0.7654      1.308         11        640:  72%|███████▏  | 372/519 [02:57<01:26,  1.70it/s]
      20/80      0.94G      1.071      1.745     0.7655      1.309          9        640:  72%|███████▏  | 372/519 [02:57<01:26,  1.70it/s]
      20/80      0.94G      1.071      1.745     0.7655      1.309          9        640:  72%|███████▏  | 373/519 [02:57<01:09,  2.09it/s]
      20/80      0.94G       1.07      1.745     0.7651      1.308         11        640:  72%|███████▏  | 373/519 [02:57<01:09,  2.09it/s]
      20/80      0.94G       1.07      1.745     0.7651      1.308         11        640:  72%|███████▏  | 374/519 [02:57<01:00,  2.41it/s]
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      20/80      0.94G       1.07      1.743     0.7646      1.308          8        640:  72%|███████▏  | 375/519 [02:59<01:40,  1.43it/s]
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      20/80      0.94G       1.07      1.743     0.7648      1.308          8        640:  72%|███████▏  | 376/519 [02:59<01:19,  1.79it/s]
      20/80      0.94G       1.07      1.742     0.7642      1.307         10        640:  72%|███████▏  | 376/519 [02:59<01:19,  1.79it/s]
      20/80      0.94G       1.07      1.742     0.7642      1.307         10        640:  73%|███████▎  | 377/519 [02:59<01:03,  2.23it/s]
      20/80      0.94G       1.07      1.742     0.7654      1.308          9        640:  73%|███████▎  | 377/519 [02:59<01:03,  2.23it/s]
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      20/80      0.94G      1.071      1.747     0.7664      1.308         11        640:  74%|███████▎  | 382/519 [03:01<00:51,  2.64it/s]
      20/80      0.94G      1.071      1.746     0.7662      1.307          8        640:  74%|███████▎  | 382/519 [03:03<00:51,  2.64it/s]
      20/80      0.94G      1.071      1.746     0.7662      1.307          8        640:  74%|███████▍  | 383/519 [03:03<01:22,  1.65it/s]
      20/80      0.94G      1.071      1.746     0.7659      1.307         16        640:  74%|███████▍  | 383/519 [03:03<01:22,  1.65it/s]
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      20/80      0.94G      1.071      1.747     0.7659      1.307         16        640:  74%|███████▍  | 384/519 [03:03<01:07,  2.00it/s]
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      20/80      0.94G      1.068      1.744     0.7642      1.306         10        640:  75%|███████▍  | 387/519 [03:04<01:11,  1.86it/s]
      20/80      0.94G      1.068      1.744     0.7642      1.306         10        640:  75%|███████▍  | 388/519 [03:04<00:58,  2.24it/s]
      20/80      0.94G      1.067      1.744     0.7638      1.305         10        640:  75%|███████▍  | 388/519 [03:05<00:58,  2.24it/s]
      20/80      0.94G      1.067      1.744     0.7638      1.305         10        640:  75%|███████▍  | 389/519 [03:05<00:49,  2.65it/s]
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      20/80      0.94G      1.067      1.744     0.7635      1.305          9        640:  75%|███████▌  | 390/519 [03:05<00:43,  2.98it/s]
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      20/80      0.94G      1.067      1.744     0.7631      1.305         13        640:  75%|███████▌  | 391/519 [03:06<01:30,  1.41it/s]
      20/80      0.94G      1.067      1.748     0.7636      1.305          8        640:  75%|███████▌  | 391/519 [03:07<01:30,  1.41it/s]
      20/80      0.94G      1.067      1.748     0.7636      1.305          8        640:  76%|███████▌  | 392/519 [03:07<01:10,  1.80it/s]
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      20/80      0.94G      1.067      1.747     0.7628      1.305         11        640:  76%|███████▌  | 393/519 [03:07<00:57,  2.20it/s]
      20/80      0.94G      1.067      1.747     0.7628      1.305         11        640:  76%|███████▌  | 394/519 [03:07<00:49,  2.52it/s]
      20/80      0.94G      1.066      1.747     0.7627      1.304         11        640:  76%|███████▌  | 394/519 [03:08<00:49,  2.52it/s]
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      20/80      0.94G      1.066      1.747     0.7629      1.304          8        640:  76%|███████▋  | 397/519 [03:09<00:53,  2.28it/s]
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      20/80      0.94G      1.065      1.746     0.7629      1.303         10        640:  77%|███████▋  | 398/519 [03:10<00:47,  2.56it/s]
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      20/80      0.94G      1.065      1.745     0.7627      1.303         12        640:  77%|███████▋  | 399/519 [03:10<00:59,  2.01it/s]
      20/80      0.94G      1.065      1.745     0.7627      1.303         12        640:  77%|███████▋  | 400/519 [03:10<00:47,  2.50it/s]
      20/80      0.94G      1.064      1.744      0.762      1.303          8        640:  77%|███████▋  | 400/519 [03:10<00:47,  2.50it/s]
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      20/80      0.94G      1.064      1.743     0.7616      1.302         11        640:  77%|███████▋  | 401/519 [03:11<00:41,  2.82it/s]
      20/80      0.94G      1.064      1.743     0.7616      1.302         11        640:  77%|███████▋  | 402/519 [03:11<00:37,  3.09it/s]
      20/80      0.94G      1.064      1.742     0.7613      1.302          9        640:  77%|███████▋  | 402/519 [03:12<00:37,  3.09it/s]
      20/80      0.94G      1.064      1.742     0.7613      1.302          9        640:  78%|███████▊  | 403/519 [03:12<01:13,  1.59it/s]
      20/80      0.94G      1.065      1.743     0.7613      1.302         10        640:  78%|███████▊  | 403/519 [03:12<01:13,  1.59it/s]
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      20/80      0.94G      1.065      1.744     0.7615      1.303         10        640:  78%|███████▊  | 404/519 [03:12<00:57,  1.99it/s]
      20/80      0.94G      1.065      1.744     0.7615      1.303         10        640:  78%|███████▊  | 405/519 [03:12<00:46,  2.48it/s]
      20/80      0.94G      1.065      1.744     0.7612      1.303          9        640:  78%|███████▊  | 405/519 [03:13<00:46,  2.48it/s]
      20/80      0.94G      1.065      1.744     0.7612      1.303          9        640:  78%|███████▊  | 406/519 [03:13<00:41,  2.73it/s]
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      20/80      0.94G      1.066      1.744     0.7618      1.303          9        640:  79%|███████▊  | 408/519 [03:14<00:55,  2.01it/s]
      20/80      0.94G      1.066      1.744     0.7615      1.303          9        640:  79%|███████▊  | 408/519 [03:14<00:55,  2.01it/s]
      20/80      0.94G      1.066      1.744     0.7615      1.303          9        640:  79%|███████▉  | 409/519 [03:14<00:47,  2.33it/s]
      20/80      0.94G      1.065      1.743      0.761      1.303         10        640:  79%|███████▉  | 409/519 [03:15<00:47,  2.33it/s]
      20/80      0.94G      1.065      1.743      0.761      1.303         10        640:  79%|███████▉  | 410/519 [03:15<00:41,  2.66it/s]
      20/80      0.94G      1.065      1.742     0.7605      1.302         12        640:  79%|███████▉  | 410/519 [03:15<00:41,  2.66it/s]
      20/80      0.94G      1.065      1.742     0.7605      1.302         12        640:  79%|███████▉  | 411/519 [03:15<00:57,  1.89it/s]
      20/80      0.94G      1.065      1.742     0.7606      1.303         12        640:  79%|███████▉  | 411/519 [03:16<00:57,  1.89it/s]
      20/80      0.94G      1.065      1.742     0.7606      1.303         12        640:  79%|███████▉  | 412/519 [03:16<00:44,  2.38it/s]
      20/80      0.94G      1.065      1.742     0.7606      1.303         11        640:  79%|███████▉  | 412/519 [03:16<00:44,  2.38it/s]
      20/80      0.94G      1.065      1.742     0.7606      1.303         11        640:  80%|███████▉  | 413/519 [03:16<00:39,  2.70it/s]
      20/80      0.94G      1.065      1.743     0.7615      1.303         11        640:  80%|███████▉  | 413/519 [03:16<00:39,  2.70it/s]
      20/80      0.94G      1.065      1.743     0.7615      1.303         11        640:  80%|███████▉  | 414/519 [03:16<00:35,  2.96it/s]
      20/80      0.94G      1.066      1.742     0.7616      1.303         11        640:  80%|███████▉  | 414/519 [03:17<00:35,  2.96it/s]
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      20/80      0.94G      1.066      1.742     0.7619      1.302         15        640:  80%|████████  | 416/519 [03:17<00:47,  2.15it/s]
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      20/80      0.94G      1.062      1.743     0.7612      1.301         10        640:  93%|█████████▎| 481/519 [03:45<00:14,  2.54it/s]
      20/80      0.94G      1.062      1.743     0.7607      1.301         10        640:  93%|█████████▎| 481/519 [03:46<00:14,  2.54it/s]
      20/80      0.94G      1.062      1.743     0.7607      1.301         10        640:  93%|█████████▎| 482/519 [03:46<00:27,  1.35it/s]
      20/80      0.94G      1.062      1.744     0.7613      1.301         12        640:  93%|█████████▎| 482/519 [03:47<00:27,  1.35it/s]
      20/80      0.94G      1.062      1.744     0.7613      1.301         12        640:  93%|█████████▎| 483/519 [03:47<00:21,  1.69it/s]
      20/80      0.94G      1.062      1.744     0.7613      1.301         11        640:  93%|█████████▎| 483/519 [03:47<00:21,  1.69it/s]
      20/80      0.94G      1.062      1.744     0.7613      1.301         11        640:  93%|█████████▎| 484/519 [03:47<00:16,  2.10it/s]
      20/80      0.94G      1.063      1.744     0.7622      1.302          8        640:  93%|█████████▎| 484/519 [03:47<00:16,  2.10it/s]
      20/80      0.94G      1.063      1.744     0.7622      1.302          8        640:  93%|█████████▎| 485/519 [03:47<00:13,  2.52it/s]
      20/80      0.94G      1.063      1.744      0.762      1.302         14        640:  93%|█████████▎| 485/519 [03:48<00:13,  2.52it/s]
      20/80      0.94G      1.063      1.744      0.762      1.302         14        640:  94%|█████████▎| 486/519 [03:48<00:18,  1.83it/s]
      20/80      0.94G      1.063      1.743     0.7619      1.302         12        640:  94%|█████████▎| 486/519 [03:48<00:18,  1.83it/s]
      20/80      0.94G      1.063      1.743     0.7619      1.302         12        640:  94%|█████████▍| 487/519 [03:48<00:14,  2.21it/s]
      20/80      0.94G      1.063      1.743     0.7616      1.301         10        640:  94%|█████████▍| 487/519 [03:48<00:14,  2.21it/s]
      20/80      0.94G      1.063      1.743     0.7616      1.301         10        640:  94%|█████████▍| 488/519 [03:48<00:12,  2.52it/s]
      20/80      0.94G      1.063      1.743     0.7617      1.301         12        640:  94%|█████████▍| 488/519 [03:49<00:12,  2.52it/s]
      20/80      0.94G      1.063      1.743     0.7617      1.301         12        640:  94%|█████████▍| 489/519 [03:49<00:10,  2.75it/s]
      20/80      0.94G      1.062      1.742     0.7615      1.301          7        640:  94%|█████████▍| 489/519 [03:50<00:10,  2.75it/s]
      20/80      0.94G      1.062      1.742     0.7615      1.301          7        640:  94%|█████████▍| 490/519 [03:50<00:19,  1.49it/s]
      20/80      0.94G      1.062      1.742     0.7616      1.301          9        640:  94%|█████████▍| 490/519 [03:50<00:19,  1.49it/s]
      20/80      0.94G      1.062      1.742     0.7616      1.301          9        640:  95%|█████████▍| 491/519 [03:50<00:14,  1.90it/s]
      20/80      0.94G      1.063      1.742     0.7624      1.301          9        640:  95%|█████████▍| 491/519 [03:50<00:14,  1.90it/s]
      20/80      0.94G      1.063      1.742     0.7624      1.301          9        640:  95%|█████████▍| 492/519 [03:50<00:11,  2.28it/s]
      20/80      0.94G      1.063      1.743     0.7623      1.301         12        640:  95%|█████████▍| 492/519 [03:51<00:11,  2.28it/s]
      20/80      0.94G      1.063      1.743     0.7623      1.301         12        640:  95%|█████████▍| 493/519 [03:51<00:10,  2.56it/s]
      20/80      0.94G      1.062      1.744     0.7625      1.301          7        640:  95%|█████████▍| 493/519 [03:52<00:10,  2.56it/s]
      20/80      0.94G      1.062      1.744     0.7625      1.301          7        640:  95%|█████████▌| 494/519 [03:52<00:14,  1.67it/s]
      20/80      0.94G      1.062      1.744     0.7623      1.302          8        640:  95%|█████████▌| 494/519 [03:52<00:14,  1.67it/s]
      20/80      0.94G      1.062      1.744     0.7623      1.302          8        640:  95%|█████████▌| 495/519 [03:52<00:11,  2.07it/s]
      20/80      0.94G      1.062      1.744     0.7619      1.302          9        640:  95%|█████████▌| 495/519 [03:52<00:11,  2.07it/s]
      20/80      0.94G      1.062      1.744     0.7619      1.302          9        640:  96%|█████████▌| 496/519 [03:52<00:09,  2.44it/s]
      20/80      0.94G      1.062      1.742     0.7618      1.302         10        640:  96%|█████████▌| 496/519 [03:52<00:09,  2.44it/s]
      20/80      0.94G      1.062      1.742     0.7618      1.302         10        640:  96%|█████████▌| 497/519 [03:52<00:07,  2.83it/s]
      20/80      0.94G      1.062      1.744     0.7621      1.302          9        640:  96%|█████████▌| 497/519 [03:54<00:07,  2.83it/s]
      20/80      0.94G      1.062      1.744     0.7621      1.302          9        640:  96%|█████████▌| 498/519 [03:54<00:13,  1.61it/s]
      20/80      0.94G      1.062      1.743      0.762      1.302         12        640:  96%|█████████▌| 498/519 [03:54<00:13,  1.61it/s]
      20/80      0.94G      1.062      1.743      0.762      1.302         12        640:  96%|█████████▌| 499/519 [03:54<00:09,  2.02it/s]
      20/80      0.94G      1.062      1.743     0.7627      1.303          8        640:  96%|█████████▌| 499/519 [03:54<00:09,  2.02it/s]
      20/80      0.94G      1.062      1.743     0.7627      1.303          8        640:  96%|█████████▋| 500/519 [03:54<00:07,  2.46it/s]
      20/80      0.94G      1.062      1.743     0.7627      1.302         11        640:  96%|█████████▋| 500/519 [03:54<00:07,  2.46it/s]
      20/80      0.94G      1.062      1.743     0.7627      1.302         11        640:  97%|█████████▋| 501/519 [03:54<00:06,  2.74it/s]
      20/80      0.94G      1.064      1.745     0.7631      1.303         10        640:  97%|█████████▋| 501/519 [03:55<00:06,  2.74it/s]
      20/80      0.94G      1.064      1.745     0.7631      1.303         10        640:  97%|█████████▋| 502/519 [03:55<00:08,  2.01it/s]
      20/80      0.94G      1.064      1.745     0.7632      1.304          8        640:  97%|█████████▋| 502/519 [03:55<00:08,  2.01it/s]
      20/80      0.94G      1.064      1.745     0.7632      1.304          8        640:  97%|█████████▋| 503/519 [03:55<00:06,  2.40it/s]
      20/80      0.94G      1.064      1.744     0.7627      1.304         11        640:  97%|█████████▋| 503/519 [03:56<00:06,  2.40it/s]
      20/80      0.94G      1.064      1.744     0.7627      1.304         11        640:  97%|█████████▋| 504/519 [03:56<00:05,  2.59it/s]
      20/80      0.94G      1.063      1.743     0.7622      1.303         11        640:  97%|█████████▋| 504/519 [03:56<00:05,  2.59it/s]
      20/80      0.94G      1.063      1.743     0.7622      1.303         11        640:  97%|█████████▋| 505/519 [03:56<00:04,  2.91it/s]
      20/80      0.94G      1.063      1.743     0.7629      1.303          8        640:  97%|█████████▋| 505/519 [03:57<00:04,  2.91it/s]
      20/80      0.94G      1.063      1.743     0.7629      1.303          8        640:  97%|█████████▋| 506/519 [03:57<00:08,  1.60it/s]
      20/80      0.94G      1.064      1.743      0.763      1.304         11        640:  97%|█████████▋| 506/519 [03:58<00:08,  1.60it/s]
      20/80      0.94G      1.064      1.743      0.763      1.304         11        640:  98%|█████████▊| 507/519 [03:58<00:06,  1.95it/s]
      20/80      0.94G      1.064      1.745     0.7632      1.304         11        640:  98%|█████████▊| 507/519 [03:58<00:06,  1.95it/s]
      20/80      0.94G      1.064      1.745     0.7632      1.304         11        640:  98%|█████████▊| 508/519 [03:58<00:04,  2.27it/s]
      20/80      0.94G      1.064      1.744     0.7629      1.304          7        640:  98%|█████████▊| 508/519 [03:58<00:04,  2.27it/s]
      20/80      0.94G      1.064      1.744     0.7629      1.304          7        640:  98%|█████████▊| 509/519 [03:58<00:03,  2.65it/s]
      20/80      0.94G      1.063      1.743     0.7626      1.304         12        640:  98%|█████████▊| 509/519 [03:59<00:03,  2.65it/s]
      20/80      0.94G      1.063      1.743     0.7626      1.304         12        640:  98%|█████████▊| 510/519 [03:59<00:04,  1.94it/s]
      20/80      0.94G      1.063      1.744     0.7627      1.303         11        640:  98%|█████████▊| 510/519 [03:59<00:04,  1.94it/s]
      20/80      0.94G      1.063      1.744     0.7627      1.303         11        640:  98%|█████████▊| 511/519 [03:59<00:03,  2.33it/s]
      20/80      0.94G      1.063      1.744     0.7625      1.303          9        640:  98%|█████████▊| 511/519 [03:59<00:03,  2.33it/s]
      20/80      0.94G      1.063      1.744     0.7625      1.303          9        640:  99%|█████████▊| 512/519 [03:59<00:02,  2.66it/s]
      20/80      0.94G      1.063      1.744     0.7625      1.303         13        640:  99%|█████████▊| 512/519 [04:00<00:02,  2.66it/s]
      20/80      0.94G      1.063      1.744     0.7625      1.303         13        640:  99%|█████████▉| 513/519 [04:00<00:01,  3.06it/s]
      20/80      0.94G      1.063      1.744     0.7629      1.304          7        640:  99%|█████████▉| 513/519 [04:01<00:01,  3.06it/s]
      20/80      0.94G      1.063      1.744     0.7629      1.304          7        640:  99%|█████████▉| 514/519 [04:01<00:03,  1.66it/s]
      20/80      0.94G      1.063      1.744     0.7631      1.304         12        640:  99%|█████████▉| 514/519 [04:01<00:03,  1.66it/s]
      20/80      0.94G      1.063      1.744     0.7631      1.304         12        640:  99%|█████████▉| 515/519 [04:01<00:01,  2.19it/s]
      20/80      0.94G      1.062      1.743     0.7629      1.304         10        640:  99%|█████████▉| 515/519 [04:01<00:01,  2.19it/s]
      20/80      0.94G      1.062      1.744     0.7628      1.303         11        640:  99%|█████████▉| 515/519 [04:01<00:01,  2.19it/s]
      20/80      0.94G      1.062      1.744     0.7628      1.303         11        640: 100%|█████████▉| 517/519 [04:01<00:00,  3.44it/s]
      20/80      0.94G      1.062      1.742     0.7622      1.304          9        640: 100%|█████████▉| 517/519 [04:01<00:00,  3.44it/s]
      20/80      0.94G      1.062      1.742     0.7622      1.304          9        640: 100%|█████████▉| 518/519 [04:01<00:00,  3.86it/s]
      20/80      0.94G      1.062      1.743      0.764      1.304          7        640: 100%|█████████▉| 518/519 [04:01<00:00,  3.86it/s]
      20/80      0.94G      1.062      1.743      0.764      1.304          7        640: 100%|██████████| 519/519 [04:01<00:00,  2.15it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:51,  6.42s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:58,  2.83s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:44,  1.69s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:12,  1.18s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<00:56,  1.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:49,  1.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:42,  1.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:37,  1.51it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:31,  1.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:26,  2.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:24,  2.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:23,  2.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:23,  2.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:24,  2.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:23,  2.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:24,  1.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:24,  1.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:23,  1.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:24,  1.81it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:25,  1.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:23,  1.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  1.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:18,  2.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:15,  2.59it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.62it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:05,  6.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:03,  6.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  6.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:21<00:01,  7.47it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  82%|████████▏ | 53/65 [00:21<00:01,  8.48it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  9.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.58it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  92%|█████████▏| 60/65 [00:22<00:00,  9.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:22<00:00,  9.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.79it/s]
-                   all        519        519      0.964      0.922      0.974       0.71      0.962       0.92      0.973      0.686
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
      21/80      0.94G       1.22      2.414     0.8086      1.464          9        640:   0%|          | 0/519 [00:03<?, ?it/s]
      21/80      0.94G       1.22      2.414     0.8086      1.464          9        640:   0%|          | 1/519 [00:03<26:49,  3.11s/it]
      21/80      0.94G      1.344      2.523     0.9826      1.565         10        640:   0%|          | 1/519 [00:03<26:49,  3.11s/it]
      21/80      0.94G      1.344      2.523     0.9826      1.565         10        640:   0%|          | 2/519 [00:03<14:13,  1.65s/it]
      21/80      0.94G       1.23      2.202     0.8432       1.47         11        640:   0%|          | 2/519 [00:03<14:13,  1.65s/it]
      21/80      0.94G       1.23      2.202     0.8432       1.47         11        640:   1%|          | 3/519 [00:03<08:30,  1.01it/s]
      21/80      0.94G       1.11      1.939     0.7422      1.405          7        640:   1%|          | 3/519 [00:04<08:30,  1.01it/s]
      21/80      0.94G       1.11      1.939     0.7422      1.405          7        640:   1%|          | 4/519 [00:04<05:58,  1.44it/s]
      21/80      0.94G      1.086      1.824     0.7366      1.375         14        640:   1%|          | 4/519 [00:04<05:58,  1.44it/s]
      21/80      0.94G      1.086      1.824     0.7366      1.375         14        640:   1%|          | 5/519 [00:04<05:08,  1.67it/s]
      21/80      0.94G      1.086       1.88     0.8143      1.401          7        640:   1%|          | 5/519 [00:05<05:08,  1.67it/s]
      21/80      0.94G      1.086       1.88     0.8143      1.401          7        640:   1%|          | 6/519 [00:05<05:39,  1.51it/s]
      21/80      0.94G      1.046      1.795     0.7581       1.35         11        640:   1%|          | 6/519 [00:05<05:39,  1.51it/s]
      21/80      0.94G      1.046      1.795     0.7581       1.35         11        640:   1%|▏         | 7/519 [00:05<04:27,  1.92it/s]
      21/80      0.94G       1.06      1.782     0.7746      1.358          9        640:   1%|▏         | 7/519 [00:05<04:27,  1.92it/s]
      21/80      0.94G       1.06      1.782     0.7746      1.358          9        640:   2%|▏         | 8/519 [00:05<03:44,  2.28it/s]
      21/80      0.94G      1.065      1.836     0.7781      1.351         11        640:   2%|▏         | 8/519 [00:06<03:44,  2.28it/s]
      21/80      0.94G      1.065      1.836     0.7781      1.351         11        640:   2%|▏         | 9/519 [00:06<05:21,  1.59it/s]
      21/80      0.94G      1.043      1.796     0.7467       1.33          9        640:   2%|▏         | 9/519 [00:07<05:21,  1.59it/s]
      21/80      0.94G      1.043      1.796     0.7467       1.33          9        640:   2%|▏         | 10/519 [00:07<04:46,  1.78it/s]
      21/80      0.94G      1.057        1.8     0.7518      1.336         12        640:   2%|▏         | 10/519 [00:07<04:46,  1.78it/s]
      21/80      0.94G      1.057        1.8     0.7518      1.336         12        640:   2%|▏         | 11/519 [00:07<03:54,  2.17it/s]
      21/80      0.94G      1.068      1.835     0.7649      1.328          9        640:   2%|▏         | 11/519 [00:07<03:54,  2.17it/s]
      21/80      0.94G      1.068      1.835     0.7649      1.328          9        640:   2%|▏         | 12/519 [00:07<03:17,  2.57it/s]
      21/80      0.94G      1.068      1.851     0.7509      1.325         11        640:   2%|▏         | 12/519 [00:08<03:17,  2.57it/s]
      21/80      0.94G      1.068      1.851     0.7509      1.325         11        640:   3%|▎         | 13/519 [00:08<04:37,  1.83it/s]
      21/80      0.94G      1.098      1.875     0.7617      1.341         10        640:   3%|▎         | 13/519 [00:09<04:37,  1.83it/s]
      21/80      0.94G      1.098      1.875     0.7617      1.341         10        640:   3%|▎         | 14/519 [00:09<04:13,  1.99it/s]
      21/80      0.94G       1.12      1.919     0.7728      1.378          7        640:   3%|▎         | 14/519 [00:09<04:13,  1.99it/s]
      21/80      0.94G       1.12      1.919     0.7728      1.378          7        640:   3%|▎         | 15/519 [00:09<03:19,  2.52it/s]
      21/80      0.94G      1.121      1.894     0.7775      1.374         10        640:   3%|▎         | 15/519 [00:09<03:19,  2.52it/s]
      21/80      0.94G      1.121      1.894     0.7775      1.374         10        640:   3%|▎         | 16/519 [00:09<03:00,  2.78it/s]
      21/80      0.94G       1.12      1.902     0.7729      1.364         12        640:   3%|▎         | 16/519 [00:10<03:00,  2.78it/s]
      21/80      0.94G       1.12      1.902     0.7729      1.364         12        640:   3%|▎         | 17/519 [00:10<03:56,  2.12it/s]
      21/80      0.94G      1.109      1.905     0.7633      1.352         12        640:   3%|▎         | 17/519 [00:10<03:56,  2.12it/s]
      21/80      0.94G      1.109      1.905     0.7633      1.352         12        640:   3%|▎         | 18/519 [00:10<04:19,  1.93it/s]
      21/80      0.94G        1.1       1.88     0.7503      1.342         10        640:   3%|▎         | 18/519 [00:11<04:19,  1.93it/s]
      21/80      0.94G        1.1       1.88     0.7503      1.342         10        640:   4%|▎         | 19/519 [00:11<03:35,  2.32it/s]
      21/80      0.94G      1.085      1.856     0.7413      1.328         14        640:   4%|▎         | 19/519 [00:11<03:35,  2.32it/s]
      21/80      0.94G      1.085      1.856     0.7413      1.328         14        640:   4%|▍         | 20/519 [00:11<03:06,  2.67it/s]
      21/80      0.94G      1.083      1.849     0.7381      1.322         14        640:   4%|▍         | 20/519 [00:11<03:06,  2.67it/s]
      21/80      0.94G      1.083      1.849     0.7381      1.322         14        640:   4%|▍         | 21/519 [00:11<03:17,  2.53it/s]
      21/80      0.94G      1.104       1.85     0.7574      1.345          5        640:   4%|▍         | 21/519 [00:12<03:17,  2.53it/s]
      21/80      0.94G      1.104       1.85     0.7574      1.345          5        640:   4%|▍         | 22/519 [00:12<04:36,  1.80it/s]
      21/80      0.94G      1.103      1.855     0.7535      1.343         12        640:   4%|▍         | 22/519 [00:12<04:36,  1.80it/s]
      21/80      0.94G      1.103      1.855     0.7535      1.343         12        640:   4%|▍         | 23/519 [00:12<03:45,  2.20it/s]
      21/80      0.94G      1.106      1.872     0.7605      1.356          8        640:   4%|▍         | 23/519 [00:13<03:45,  2.20it/s]
      21/80      0.94G      1.106      1.872     0.7605      1.356          8        640:   5%|▍         | 24/519 [00:13<03:15,  2.53it/s]
      21/80      0.94G      1.113      1.878     0.7616       1.36         12        640:   5%|▍         | 24/519 [00:14<03:15,  2.53it/s]
      21/80      0.94G      1.113      1.878     0.7616       1.36         12        640:   5%|▍         | 25/519 [00:14<05:17,  1.56it/s]
      21/80      0.94G      1.109       1.86     0.7631      1.355         13        640:   5%|▍         | 25/519 [00:14<05:17,  1.56it/s]
      21/80      0.94G      1.109       1.86     0.7631      1.355         13        640:   5%|▌         | 26/519 [00:14<04:21,  1.88it/s]
      21/80      0.94G      1.114      1.852     0.7624      1.354         15        640:   5%|▌         | 26/519 [00:14<04:21,  1.88it/s]
      21/80      0.94G      1.114      1.852     0.7624      1.354         15        640:   5%|▌         | 27/519 [00:14<03:32,  2.31it/s]
      21/80      0.94G      1.135      1.864     0.7825      1.366          7        640:   5%|▌         | 27/519 [00:15<03:32,  2.31it/s]
      21/80      0.94G      1.135      1.864     0.7825      1.366          7        640:   5%|▌         | 28/519 [00:15<03:06,  2.63it/s]
      21/80      0.94G      1.122      1.853     0.7751      1.361         10        640:   5%|▌         | 28/519 [00:15<03:06,  2.63it/s]
      21/80      0.94G      1.122      1.853     0.7751      1.361         10        640:   6%|▌         | 29/519 [00:15<03:32,  2.31it/s]
      21/80      0.94G      1.118      1.834     0.7663      1.358         11        640:   6%|▌         | 29/519 [00:16<03:32,  2.31it/s]
      21/80      0.94G      1.118      1.834     0.7663      1.358         11        640:   6%|▌         | 30/519 [00:16<03:29,  2.33it/s]
      21/80      0.94G      1.116      1.838     0.7754      1.355         11        640:   6%|▌         | 30/519 [00:16<03:29,  2.33it/s]
      21/80      0.94G      1.116      1.838     0.7754      1.355         11        640:   6%|▌         | 31/519 [00:16<02:58,  2.74it/s]
      21/80      0.94G      1.107      1.834     0.7715      1.346         10        640:   6%|▌         | 31/519 [00:16<02:58,  2.74it/s]
      21/80      0.94G      1.107      1.834     0.7715      1.346         10        640:   6%|▌         | 32/519 [00:16<02:35,  3.13it/s]
      21/80      0.94G      1.099      1.821      0.768       1.34         11        640:   6%|▌         | 32/519 [00:17<02:35,  3.13it/s]
      21/80      0.94G      1.099      1.821      0.768       1.34         11        640:   6%|▋         | 33/519 [00:17<03:30,  2.31it/s]
      21/80      0.94G      1.092      1.813     0.7653      1.333         10        640:   6%|▋         | 33/519 [00:17<03:30,  2.31it/s]
      21/80      0.94G      1.092      1.813     0.7653      1.333         10        640:   7%|▋         | 34/519 [00:17<03:08,  2.57it/s]
      21/80      0.94G      1.103      1.844     0.7652      1.351          8        640:   7%|▋         | 34/519 [00:17<03:08,  2.57it/s]
      21/80      0.94G      1.103      1.844     0.7652      1.351          8        640:   7%|▋         | 35/519 [00:17<02:43,  2.96it/s]
      21/80      0.94G      1.103      1.842     0.7697      1.346          9        640:   7%|▋         | 35/519 [00:18<02:43,  2.96it/s]
      21/80      0.94G      1.103      1.842     0.7697      1.346          9        640:   7%|▋         | 36/519 [00:18<02:37,  3.07it/s]
      21/80      0.94G       1.11      1.851     0.7758      1.353         11        640:   7%|▋         | 36/519 [00:19<02:37,  3.07it/s]
      21/80      0.94G       1.11      1.851     0.7758      1.353         11        640:   7%|▋         | 37/519 [00:19<05:05,  1.58it/s]
      21/80      0.94G       1.12       1.86      0.779      1.357          7        640:   7%|▋         | 37/519 [00:19<05:05,  1.58it/s]
      21/80      0.94G       1.12       1.86      0.779      1.357          7        640:   7%|▋         | 38/519 [00:19<04:07,  1.94it/s]
      21/80      0.94G      1.113      1.842     0.7731      1.353          5        640:   7%|▋         | 38/519 [00:19<04:07,  1.94it/s]
      21/80      0.94G      1.113      1.842     0.7731      1.353          5        640:   8%|▊         | 39/519 [00:19<03:25,  2.33it/s]
      21/80      0.94G      1.104      1.824     0.7749      1.353          6        640:   8%|▊         | 39/519 [00:20<03:25,  2.33it/s]
      21/80      0.94G      1.104      1.824     0.7749      1.353          6        640:   8%|▊         | 40/519 [00:20<03:04,  2.60it/s]
      21/80      0.94G      1.109      1.819     0.7802      1.356         10        640:   8%|▊         | 40/519 [00:21<03:04,  2.60it/s]
      21/80      0.94G      1.109      1.819     0.7802      1.356         10        640:   8%|▊         | 41/519 [00:21<05:42,  1.40it/s]
      21/80      0.94G      1.117       1.84     0.7843       1.36         10        640:   8%|▊         | 41/519 [00:21<05:42,  1.40it/s]
      21/80      0.94G      1.117       1.84     0.7843       1.36         10        640:   8%|▊         | 42/519 [00:21<04:46,  1.67it/s]
      21/80      0.94G      1.117      1.838     0.7824      1.362         10        640:   8%|▊         | 42/519 [00:22<04:46,  1.67it/s]
      21/80      0.94G      1.117      1.838     0.7824      1.362         10        640:   8%|▊         | 43/519 [00:22<04:02,  1.96it/s]
      21/80      0.94G       1.12      1.858     0.7991      1.367          7        640:   8%|▊         | 43/519 [00:22<04:02,  1.96it/s]
      21/80      0.94G       1.12      1.858     0.7991      1.367          7        640:   8%|▊         | 44/519 [00:22<03:23,  2.34it/s]
      21/80      0.94G       1.13      1.889     0.8029      1.377          8        640:   8%|▊         | 44/519 [00:23<03:23,  2.34it/s]
      21/80      0.94G       1.13      1.889     0.8029      1.377          8        640:   9%|▊         | 45/519 [00:23<04:34,  1.72it/s]
      21/80      0.94G       1.13      1.903     0.8018      1.379          6        640:   9%|▊         | 45/519 [00:23<04:34,  1.72it/s]
      21/80      0.94G       1.13      1.903     0.8018      1.379          6        640:   9%|▉         | 46/519 [00:23<03:41,  2.13it/s]
      21/80      0.94G      1.131      1.905     0.8112      1.377         10        640:   9%|▉         | 46/519 [00:23<03:41,  2.13it/s]
      21/80      0.94G      1.131      1.905     0.8112      1.377         10        640:   9%|▉         | 47/519 [00:23<03:12,  2.45it/s]
      21/80      0.94G       1.13      1.889     0.8102      1.374          6        640:   9%|▉         | 47/519 [00:24<03:12,  2.45it/s]
      21/80      0.94G       1.13      1.889     0.8102      1.374          6        640:   9%|▉         | 48/519 [00:24<02:43,  2.89it/s]
      21/80      0.94G      1.126      1.883     0.8102       1.37         13        640:   9%|▉         | 48/519 [00:24<02:43,  2.89it/s]
      21/80      0.94G      1.126      1.883     0.8102       1.37         13        640:   9%|▉         | 49/519 [00:24<03:24,  2.30it/s]
      21/80      0.94G      1.122       1.87     0.8049      1.368          8        640:   9%|▉         | 49/519 [00:25<03:24,  2.30it/s]
      21/80      0.94G      1.122       1.87     0.8049      1.368          8        640:  10%|▉         | 50/519 [00:25<03:04,  2.55it/s]
      21/80      0.94G      1.121      1.865     0.8034      1.371          6        640:  10%|▉         | 50/519 [00:26<03:04,  2.55it/s]
      21/80      0.94G      1.121      1.865     0.8034      1.371          6        640:  10%|▉         | 51/519 [00:26<04:36,  1.70it/s]
      21/80      0.94G      1.126      1.873     0.8082       1.37         12        640:  10%|▉         | 51/519 [00:26<04:36,  1.70it/s]
      21/80      0.94G      1.126      1.873     0.8082       1.37         12        640:  10%|█         | 52/519 [00:26<03:45,  2.07it/s]
      21/80      0.94G       1.12      1.864     0.8051      1.364         14        640:  10%|█         | 52/519 [00:26<03:45,  2.07it/s]
      21/80      0.94G       1.12      1.864     0.8051      1.364         14        640:  10%|█         | 53/519 [00:26<03:09,  2.46it/s]
      21/80      0.94G      1.117      1.864     0.8008       1.36          8        640:  10%|█         | 53/519 [00:26<03:09,  2.46it/s]
      21/80      0.94G      1.117      1.864     0.8008       1.36          8        640:  10%|█         | 54/519 [00:26<02:45,  2.81it/s]
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      21/80      0.94G      1.054      1.766     0.7707      1.309         12        640:  96%|█████████▌| 498/519 [03:53<00:09,  2.31it/s]
      21/80      0.94G      1.054      1.766     0.7707      1.309         12        640:  96%|█████████▌| 499/519 [03:53<00:12,  1.56it/s]
      21/80      0.94G      1.053      1.766     0.7703      1.308          7        640:  96%|█████████▌| 499/519 [03:53<00:12,  1.56it/s]
      21/80      0.94G      1.053      1.766     0.7703      1.308          7        640:  96%|█████████▋| 500/519 [03:53<00:09,  2.00it/s]
      21/80      0.94G      1.053      1.764     0.7696      1.308         11        640:  96%|█████████▋| 500/519 [03:53<00:09,  2.00it/s]
      21/80      0.94G      1.053      1.764     0.7696      1.308         11        640:  97%|█████████▋| 501/519 [03:53<00:07,  2.41it/s]
      21/80      0.94G      1.053      1.764     0.7697      1.308          7        640:  97%|█████████▋| 501/519 [03:54<00:07,  2.41it/s]
      21/80      0.94G      1.053      1.764     0.7697      1.308          7        640:  97%|█████████▋| 502/519 [03:54<00:06,  2.74it/s]
      21/80      0.94G      1.053      1.764     0.7695      1.308          9        640:  97%|█████████▋| 502/519 [03:54<00:06,  2.74it/s]
      21/80      0.94G      1.053      1.764     0.7695      1.308          9        640:  97%|█████████▋| 503/519 [03:54<00:06,  2.36it/s]
      21/80      0.94G      1.053      1.763     0.7694      1.308          7        640:  97%|█████████▋| 503/519 [03:54<00:06,  2.36it/s]
      21/80      0.94G      1.053      1.763     0.7694      1.308          7        640:  97%|█████████▋| 504/519 [03:54<00:05,  2.82it/s]
      21/80      0.94G      1.052      1.763     0.7691      1.307         11        640:  97%|█████████▋| 504/519 [03:55<00:05,  2.82it/s]
      21/80      0.94G      1.052      1.763     0.7691      1.307         11        640:  97%|█████████▋| 505/519 [03:55<00:04,  3.04it/s]
      21/80      0.94G      1.051      1.762     0.7686      1.307          9        640:  97%|█████████▋| 505/519 [03:55<00:04,  3.04it/s]
      21/80      0.94G      1.051      1.762     0.7686      1.307          9        640:  97%|█████████▋| 506/519 [03:55<00:03,  3.47it/s]
      21/80      0.94G      1.051      1.761      0.768      1.307          8        640:  97%|█████████▋| 506/519 [03:56<00:03,  3.47it/s]
      21/80      0.94G      1.051      1.761      0.768      1.307          8        640:  98%|█████████▊| 507/519 [03:56<00:04,  2.52it/s]
      21/80      0.94G      1.051       1.76     0.7677      1.307          8        640:  98%|█████████▊| 507/519 [03:56<00:04,  2.52it/s]
      21/80      0.94G      1.051       1.76     0.7677      1.307          8        640:  98%|█████████▊| 508/519 [03:56<00:03,  2.95it/s]
      21/80      0.94G      1.051      1.759     0.7672      1.307         11        640:  98%|█████████▊| 508/519 [03:56<00:03,  2.95it/s]
      21/80      0.94G      1.051      1.759     0.7672      1.307         11        640:  98%|█████████▊| 509/519 [03:56<00:03,  3.21it/s]
      21/80      0.94G      1.051      1.759     0.7672      1.307          9        640:  98%|█████████▊| 509/519 [03:56<00:03,  3.21it/s]
      21/80      0.94G      1.051      1.759     0.7672      1.307          9        640:  98%|█████████▊| 510/519 [03:56<00:02,  3.23it/s]
      21/80      0.94G      1.051       1.76      0.767      1.308         12        640:  98%|█████████▊| 510/519 [03:57<00:02,  3.23it/s]
      21/80      0.94G      1.051       1.76      0.767      1.308         12        640:  98%|█████████▊| 511/519 [03:57<00:03,  2.22it/s]
      21/80      0.94G      1.051      1.761     0.7672      1.307          9        640:  98%|█████████▊| 511/519 [03:57<00:03,  2.22it/s]
      21/80      0.94G      1.051      1.761     0.7672      1.307          9        640:  99%|█████████▊| 512/519 [03:57<00:02,  2.59it/s]
      21/80      0.94G      1.051       1.76     0.7668      1.307          8        640:  99%|█████████▊| 512/519 [03:58<00:02,  2.59it/s]
      21/80      0.94G      1.051       1.76     0.7668      1.307          8        640:  99%|█████████▉| 513/519 [03:58<00:02,  2.69it/s]
      21/80      0.94G       1.05      1.759     0.7664      1.307         11        640:  99%|█████████▉| 513/519 [03:58<00:02,  2.69it/s]
      21/80      0.94G       1.05      1.759     0.7664      1.307         11        640:  99%|█████████▉| 514/519 [03:58<00:02,  2.32it/s]
      21/80      0.94G       1.05      1.759      0.766      1.307          9        640:  99%|█████████▉| 514/519 [03:58<00:02,  2.32it/s]
      21/80      0.94G       1.05      1.759      0.766      1.307          9        640:  99%|█████████▉| 515/519 [03:58<00:01,  2.83it/s]
      21/80      0.94G       1.05      1.758     0.7656      1.307         10        640:  99%|█████████▉| 515/519 [03:59<00:01,  2.83it/s]
      21/80      0.94G       1.05      1.758     0.7656      1.307         10        640:  99%|█████████▉| 516/519 [03:59<00:00,  3.44it/s]
      21/80      0.94G       1.05      1.758     0.7655      1.307          8        640:  99%|█████████▉| 516/519 [03:59<00:00,  3.44it/s]
      21/80      0.94G       1.05      1.758     0.7655      1.307          8        640: 100%|█████████▉| 517/519 [03:59<00:00,  4.12it/s]
      21/80      0.94G      1.051      1.759     0.7659      1.307         11        640: 100%|█████████▉| 517/519 [03:59<00:00,  4.12it/s]
      21/80      0.94G      1.051      1.759     0.7659      1.307         11        640: 100%|█████████▉| 518/519 [03:59<00:00,  2.93it/s]
      21/80      0.94G      1.051      1.758      0.766      1.307          7        640: 100%|█████████▉| 518/519 [03:59<00:00,  2.93it/s]
      21/80      0.94G      1.051      1.758      0.766      1.307          7        640: 100%|██████████| 519/519 [03:59<00:00,  2.16it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:44,  6.33s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:57,  2.81s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:44,  1.68s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:09,  1.15s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<00:58,  1.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:50,  1.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:08<00:36,  1.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:08<00:20,  2.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:09<00:18,  2.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:09<00:23,  2.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:10<00:26,  2.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:27,  1.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:11<00:27,  1.83it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:26,  1.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:12<00:26,  1.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:27,  1.75it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:13<00:26,  1.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:25,  1.83it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:25,  1.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:15<00:26,  1.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:27,  1.56it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:26,  1.56it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:23,  1.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:20,  1.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:15,  2.53it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:12,  3.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:08,  4.45it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.58it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  5.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:05,  6.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.53it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.83it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:03,  6.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  6.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  7.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:22<00:01,  8.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:00,  9.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.53it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  92%|█████████▏| 60/65 [00:22<00:00,  9.62it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:22<00:00,  9.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.78it/s]
-                   all        519        519      0.967      0.929      0.978      0.718      0.969      0.931      0.979      0.704
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
      22/80      0.94G     0.8745      2.064      0.794      1.255          7        640:   0%|          | 0/519 [00:03<?, ?it/s]
      22/80      0.94G     0.8745      2.064      0.794      1.255          7        640:   0%|          | 1/519 [00:03<30:32,  3.54s/it]
      22/80      0.94G     0.8516      1.774     0.6507      1.214         10        640:   0%|          | 1/519 [00:03<30:32,  3.54s/it]
      22/80      0.94G     0.8516      1.774     0.6507      1.214         10        640:   0%|          | 2/519 [00:03<13:53,  1.61s/it]
      22/80      0.94G      0.892      1.615     0.6436      1.167         12        640:   0%|          | 2/519 [00:04<13:53,  1.61s/it]
      22/80      0.94G      0.892      1.615     0.6436      1.167         12        640:   1%|          | 3/519 [00:04<08:23,  1.03it/s]
      22/80      0.94G      1.005      1.965     0.7489       1.29          7        640:   1%|          | 3/519 [00:04<08:23,  1.03it/s]
      22/80      0.94G      1.005      1.965     0.7489       1.29          7        640:   1%|          | 4/519 [00:04<05:53,  1.46it/s]
      22/80      0.94G       1.02      1.923     0.7422       1.31         11        640:   1%|          | 4/519 [00:04<05:53,  1.46it/s]
      22/80      0.94G       1.02      1.923     0.7422       1.31         11        640:   1%|          | 5/519 [00:04<05:18,  1.61it/s]
      22/80      0.94G      1.052      1.976     0.7388      1.297         13        640:   1%|          | 5/519 [00:04<05:18,  1.61it/s]
      22/80      0.94G      1.052      1.976     0.7388      1.297         13        640:   1%|          | 6/519 [00:04<04:09,  2.06it/s]
      22/80      0.94G      1.087      1.959     0.7336      1.324         12        640:   1%|          | 6/519 [00:05<04:09,  2.06it/s]
      22/80      0.94G      1.087      1.959     0.7336      1.324         12        640:   1%|▏         | 7/519 [00:05<03:53,  2.19it/s]
      22/80      0.94G      1.142      1.996     0.7623       1.36         15        640:   1%|▏         | 7/519 [00:05<03:53,  2.19it/s]
      22/80      0.94G      1.142      1.996     0.7623       1.36         15        640:   2%|▏         | 8/519 [00:05<03:19,  2.57it/s]
      22/80      0.94G      1.143      1.995     0.7558       1.35         12        640:   2%|▏         | 8/519 [00:06<03:19,  2.57it/s]
      22/80      0.94G      1.143      1.995     0.7558       1.35         12        640:   2%|▏         | 9/519 [00:06<04:56,  1.72it/s]
      22/80      0.94G       1.16      1.979     0.7886      1.336          8        640:   2%|▏         | 9/519 [00:07<04:56,  1.72it/s]
      22/80      0.94G       1.16      1.979     0.7886      1.336          8        640:   2%|▏         | 10/519 [00:07<04:23,  1.93it/s]
      22/80      0.94G      1.122      1.905     0.7642      1.315         11        640:   2%|▏         | 10/519 [00:07<04:23,  1.93it/s]
      22/80      0.94G      1.122      1.905     0.7642      1.315         11        640:   2%|▏         | 11/519 [00:07<03:49,  2.21it/s]
      22/80      0.94G      1.087      1.884     0.7586      1.296         11        640:   2%|▏         | 11/519 [00:07<03:49,  2.21it/s]
      22/80      0.94G      1.087      1.884     0.7586      1.296         11        640:   2%|▏         | 12/519 [00:07<03:10,  2.66it/s]
      22/80      0.94G       1.08      1.862     0.7436       1.29         10        640:   2%|▏         | 12/519 [00:08<03:10,  2.66it/s]
      22/80      0.94G       1.08      1.862     0.7436       1.29         10        640:   3%|▎         | 13/519 [00:08<04:41,  1.80it/s]
      22/80      0.94G      1.062       1.82     0.7331      1.278         13        640:   3%|▎         | 13/519 [00:08<04:41,  1.80it/s]
      22/80      0.94G      1.062       1.82     0.7331      1.278         13        640:   3%|▎         | 14/519 [00:08<03:51,  2.18it/s]
      22/80      0.94G      1.049        1.8      0.717      1.268          7        640:   3%|▎         | 14/519 [00:08<03:51,  2.18it/s]
      22/80      0.94G      1.049        1.8      0.717      1.268          7        640:   3%|▎         | 15/519 [00:08<03:22,  2.48it/s]
      22/80      0.94G      1.052      1.789     0.7226      1.277          7        640:   3%|▎         | 15/519 [00:09<03:22,  2.48it/s]
      22/80      0.94G      1.052      1.789     0.7226      1.277          7        640:   3%|▎         | 16/519 [00:09<03:02,  2.75it/s]
      22/80      0.94G      1.066      1.806     0.7274      1.284          7        640:   3%|▎         | 16/519 [00:10<03:02,  2.75it/s]
      22/80      0.94G      1.066      1.806     0.7274      1.284          7        640:   3%|▎         | 17/519 [00:10<05:03,  1.65it/s]
      22/80      0.94G      1.058      1.778     0.7232      1.281          7        640:   3%|▎         | 17/519 [00:10<05:03,  1.65it/s]
      22/80      0.94G      1.058      1.778     0.7232      1.281          7        640:   3%|▎         | 18/519 [00:10<04:27,  1.87it/s]
      22/80      0.94G      1.077      1.802     0.7361      1.294         14        640:   3%|▎         | 18/519 [00:11<04:27,  1.87it/s]
      22/80      0.94G      1.077      1.802     0.7361      1.294         14        640:   4%|▎         | 19/519 [00:11<03:41,  2.26it/s]
      22/80      0.94G      1.081      1.782       0.73      1.299          9        640:   4%|▎         | 19/519 [00:11<03:41,  2.26it/s]
      22/80      0.94G      1.081      1.782       0.73      1.299          9        640:   4%|▍         | 20/519 [00:11<03:08,  2.65it/s]
      22/80      0.94G      1.082      1.776      0.739        1.3         10        640:   4%|▍         | 20/519 [00:12<03:08,  2.65it/s]
      22/80      0.94G      1.082      1.776      0.739        1.3         10        640:   4%|▍         | 21/519 [00:12<05:41,  1.46it/s]
      22/80      0.94G      1.069      1.762     0.7355      1.294          6        640:   4%|▍         | 21/519 [00:12<05:41,  1.46it/s]
      22/80      0.94G      1.069      1.762     0.7355      1.294          6        640:   4%|▍         | 22/519 [00:12<04:26,  1.86it/s]
      22/80      0.94G      1.076      1.766     0.7348      1.298         10        640:   4%|▍         | 22/519 [00:13<04:26,  1.86it/s]
      22/80      0.94G      1.076      1.766     0.7348      1.298         10        640:   4%|▍         | 23/519 [00:13<03:46,  2.19it/s]
      22/80      0.94G       1.07      1.752     0.7362      1.287         11        640:   4%|▍         | 23/519 [00:13<03:46,  2.19it/s]
      22/80      0.94G       1.07      1.752     0.7362      1.287         11        640:   5%|▍         | 24/519 [00:13<03:11,  2.58it/s]
      22/80      0.94G      1.064      1.745     0.7295      1.281         13        640:   5%|▍         | 24/519 [00:14<03:11,  2.58it/s]
      22/80      0.94G      1.064      1.745     0.7295      1.281         13        640:   5%|▍         | 25/519 [00:14<05:19,  1.55it/s]
      22/80      0.94G      1.068      1.751     0.7335      1.283          9        640:   5%|▍         | 25/519 [00:14<05:19,  1.55it/s]
      22/80      0.94G      1.068      1.751     0.7335      1.283          9        640:   5%|▌         | 26/519 [00:14<04:26,  1.85it/s]
      22/80      0.94G      1.059      1.722      0.729      1.273          4        640:   5%|▌         | 26/519 [00:15<04:26,  1.85it/s]
      22/80      0.94G      1.059      1.722      0.729      1.273          4        640:   5%|▌         | 27/519 [00:15<03:48,  2.15it/s]
      22/80      0.94G      1.056      1.711     0.7238      1.267          8        640:   5%|▌         | 27/519 [00:15<03:48,  2.15it/s]
      22/80      0.94G      1.056      1.711     0.7238      1.267          8        640:   5%|▌         | 28/519 [00:15<03:08,  2.60it/s]
      22/80      0.94G      1.052      1.706     0.7269      1.263          8        640:   5%|▌         | 28/519 [00:16<03:08,  2.60it/s]
      22/80      0.94G      1.052      1.706     0.7269      1.263          8        640:   6%|▌         | 29/519 [00:16<04:15,  1.92it/s]
      22/80      0.94G      1.051      1.696      0.721      1.265         11        640:   6%|▌         | 29/519 [00:16<04:15,  1.92it/s]
      22/80      0.94G      1.051      1.696      0.721      1.265         11        640:   6%|▌         | 30/519 [00:16<03:38,  2.24it/s]
      22/80      0.94G      1.053      1.689      0.727      1.268          7        640:   6%|▌         | 30/519 [00:16<03:38,  2.24it/s]
      22/80      0.94G      1.053      1.689      0.727      1.268          7        640:   6%|▌         | 31/519 [00:16<03:02,  2.67it/s]
      22/80      0.94G       1.05      1.667     0.7192      1.272          6        640:   6%|▌         | 31/519 [00:16<03:02,  2.67it/s]
      22/80      0.94G       1.05      1.667     0.7192      1.272          6        640:   6%|▌         | 32/519 [00:16<02:43,  2.98it/s]
      22/80      0.94G      1.055      1.674     0.7214      1.274         10        640:   6%|▌         | 32/519 [00:17<02:43,  2.98it/s]
      22/80      0.94G      1.055      1.674     0.7214      1.274         10        640:   6%|▋         | 33/519 [00:17<04:02,  2.01it/s]
      22/80      0.94G      1.039      1.659     0.7145       1.27          4        640:   6%|▋         | 33/519 [00:18<04:02,  2.01it/s]
      22/80      0.94G      1.039      1.659     0.7145       1.27          4        640:   7%|▋         | 34/519 [00:18<03:23,  2.38it/s]
      22/80      0.94G      1.038      1.662     0.7136      1.266         10        640:   7%|▋         | 34/519 [00:18<03:23,  2.38it/s]
      22/80      0.94G      1.038      1.662     0.7136      1.266         10        640:   7%|▋         | 35/519 [00:18<02:51,  2.83it/s]
      22/80      0.94G      1.032      1.657     0.7097      1.262         12        640:   7%|▋         | 35/519 [00:18<02:51,  2.83it/s]
      22/80      0.94G      1.032      1.657     0.7097      1.262         12        640:   7%|▋         | 36/519 [00:18<02:35,  3.10it/s]
      22/80      0.94G      1.032      1.657     0.7112      1.265          8        640:   7%|▋         | 36/519 [00:19<02:35,  3.10it/s]
      22/80      0.94G      1.032      1.657     0.7112      1.265          8        640:   7%|▋         | 37/519 [00:19<04:17,  1.87it/s]
      22/80      0.94G      1.039      1.685     0.7109      1.267          9        640:   7%|▋         | 37/519 [00:19<04:17,  1.87it/s]
      22/80      0.94G      1.039      1.685     0.7109      1.267          9        640:   7%|▋         | 38/519 [00:19<03:52,  2.07it/s]
      22/80      0.94G      1.038      1.689     0.7087      1.264         10        640:   7%|▋         | 38/519 [00:20<03:52,  2.07it/s]
      22/80      0.94G      1.038      1.689     0.7087      1.264         10        640:   8%|▊         | 39/519 [00:20<03:10,  2.51it/s]
      22/80      0.94G      1.033      1.681     0.7072       1.26         13        640:   8%|▊         | 39/519 [00:20<03:10,  2.51it/s]
      22/80      0.94G      1.033      1.681     0.7072       1.26         13        640:   8%|▊         | 40/519 [00:20<02:54,  2.74it/s]
      22/80      0.94G      1.043      1.703     0.7134      1.264          9        640:   8%|▊         | 40/519 [00:20<02:54,  2.74it/s]
      22/80      0.94G      1.043      1.703     0.7134      1.264          9        640:   8%|▊         | 41/519 [00:20<03:14,  2.45it/s]
      22/80      0.94G      1.042      1.701     0.7146      1.264         13        640:   8%|▊         | 41/519 [00:22<03:14,  2.45it/s]
      22/80      0.94G      1.042      1.701     0.7146      1.264         13        640:   8%|▊         | 42/519 [00:22<04:56,  1.61it/s]
      22/80      0.94G       1.05      1.708     0.7171      1.268          9        640:   8%|▊         | 42/519 [00:22<04:56,  1.61it/s]
      22/80      0.94G       1.05      1.708     0.7171      1.268          9        640:   8%|▊         | 43/519 [00:22<04:07,  1.93it/s]
      22/80      0.94G      1.057      1.704     0.7254       1.27         13        640:   8%|▊         | 43/519 [00:22<04:07,  1.93it/s]
      22/80      0.94G      1.057      1.704     0.7254       1.27         13        640:   8%|▊         | 44/519 [00:22<03:22,  2.34it/s]
      22/80      0.94G      1.068      1.708     0.7394      1.277         10        640:   8%|▊         | 44/519 [00:22<03:22,  2.34it/s]
      22/80      0.94G      1.068      1.708     0.7394      1.277         10        640:   9%|▊         | 45/519 [00:22<02:55,  2.70it/s]
      22/80      0.94G       1.07      1.711     0.7378      1.282         12        640:   9%|▊         | 45/519 [00:23<02:55,  2.70it/s]
      22/80      0.94G       1.07      1.711     0.7378      1.282         12        640:   9%|▉         | 46/519 [00:23<04:47,  1.65it/s]
      22/80      0.94G      1.072      1.723     0.7483      1.283          8        640:   9%|▉         | 46/519 [00:24<04:47,  1.65it/s]
      22/80      0.94G      1.072      1.723     0.7483      1.283          8        640:   9%|▉         | 47/519 [00:24<03:41,  2.13it/s]
      22/80      0.94G      1.071      1.729     0.7439      1.281         12        640:   9%|▉         | 47/519 [00:24<03:41,  2.13it/s]
      22/80      0.94G      1.071      1.729     0.7439      1.281         12        640:   9%|▉         | 48/519 [00:24<03:13,  2.43it/s]
      22/80      0.94G      1.066       1.73     0.7399      1.277         10        640:   9%|▉         | 48/519 [00:24<03:13,  2.43it/s]
      22/80      0.94G      1.066       1.73     0.7399      1.277         10        640:   9%|▉         | 49/519 [00:24<02:29,  3.14it/s]
      22/80      0.94G      1.072      1.754     0.7662      1.282          6        640:   9%|▉         | 49/519 [00:25<02:29,  3.14it/s]
      22/80      0.94G      1.072      1.754     0.7662      1.282          6        640:  10%|▉         | 50/519 [00:25<04:21,  1.79it/s]
      22/80      0.94G      1.073       1.76     0.7661      1.285         11        640:  10%|▉         | 50/519 [00:25<04:21,  1.79it/s]
      22/80      0.94G      1.073       1.76     0.7661      1.285         11        640:  10%|▉         | 51/519 [00:25<03:32,  2.20it/s]
      22/80      0.94G      1.069      1.757     0.7618      1.281         10        640:  10%|▉         | 51/519 [00:25<03:32,  2.20it/s]
      22/80      0.94G      1.069      1.757     0.7618      1.281         10        640:  10%|█         | 52/519 [00:25<02:57,  2.63it/s]
      22/80      0.94G      1.066      1.758     0.7584      1.277          8        640:  10%|█         | 52/519 [00:26<02:57,  2.63it/s]
      22/80      0.94G      1.066      1.758     0.7584      1.277          8        640:  10%|█         | 53/519 [00:26<02:53,  2.69it/s]
      22/80      0.94G       1.07      1.757     0.7601      1.279          9        640:  10%|█         | 53/519 [00:27<02:53,  2.69it/s]
      22/80      0.94G       1.07      1.757     0.7601      1.279          9        640:  10%|█         | 54/519 [00:27<05:25,  1.43it/s]
      22/80      0.94G      1.066      1.751     0.7558      1.278         12        640:  10%|█         | 54/519 [00:28<05:25,  1.43it/s]
      22/80      0.94G      1.066      1.751     0.7558      1.278         12        640:  11%|█         | 55/519 [00:28<04:20,  1.78it/s]
      22/80      0.94G      1.068       1.75     0.7536      1.278          9        640:  11%|█         | 55/519 [00:28<04:20,  1.78it/s]
      22/80      0.94G      1.068       1.75     0.7536      1.278          9        640:  11%|█         | 56/519 [00:28<03:36,  2.14it/s]
      22/80      0.94G      1.066      1.746     0.7509      1.275          6        640:  11%|█         | 56/519 [00:28<03:36,  2.14it/s]
      22/80      0.94G      1.066      1.746     0.7509      1.275          6        640:  11%|█         | 57/519 [00:28<03:09,  2.44it/s]
      22/80      0.94G      1.061      1.741      0.748      1.272         12        640:  11%|█         | 57/519 [00:29<03:09,  2.44it/s]
      22/80      0.94G      1.061      1.741      0.748      1.272         12        640:  11%|█         | 58/519 [00:29<05:33,  1.38it/s]
      22/80      0.94G      1.061      1.747     0.7466      1.272         13        640:  11%|█         | 58/519 [00:30<05:33,  1.38it/s]
      22/80      0.94G      1.061      1.747     0.7466      1.272         13        640:  11%|█▏        | 59/519 [00:30<04:26,  1.73it/s]
      22/80      0.94G      1.061      1.744     0.7487      1.271         10        640:  11%|█▏        | 59/519 [00:30<04:26,  1.73it/s]
      22/80      0.94G      1.061      1.744     0.7487      1.271         10        640:  12%|█▏        | 60/519 [00:30<03:44,  2.04it/s]
      22/80      0.94G      1.058      1.736     0.7464       1.27          8        640:  12%|█▏        | 60/519 [00:30<03:44,  2.04it/s]
      22/80      0.94G      1.058      1.736     0.7464       1.27          8        640:  12%|█▏        | 61/519 [00:30<02:59,  2.56it/s]
      22/80      0.94G      1.066      1.732     0.7463      1.279          7        640:  12%|█▏        | 61/519 [00:31<02:59,  2.56it/s]
      22/80      0.94G      1.066      1.732     0.7463      1.279          7        640:  12%|█▏        | 62/519 [00:31<04:50,  1.58it/s]
      22/80      0.94G       1.07       1.73     0.7501      1.281          9        640:  12%|█▏        | 62/519 [00:32<04:50,  1.58it/s]
      22/80      0.94G       1.07       1.73     0.7501      1.281          9        640:  12%|█▏        | 63/519 [00:32<03:58,  1.91it/s]
      22/80      0.94G      1.068      1.727     0.7472      1.278         12        640:  12%|█▏        | 63/519 [00:32<03:58,  1.91it/s]
      22/80      0.94G      1.068      1.727     0.7472      1.278         12        640:  12%|█▏        | 64/519 [00:32<03:15,  2.33it/s]
      22/80      0.94G      1.064      1.724     0.7458      1.274         10        640:  12%|█▏        | 64/519 [00:32<03:15,  2.33it/s]
      22/80      0.94G      1.064      1.724     0.7458      1.274         10        640:  13%|█▎        | 65/519 [00:32<02:43,  2.78it/s]
      22/80      0.94G      1.064      1.722     0.7453      1.272          6        640:  13%|█▎        | 65/519 [00:33<02:43,  2.78it/s]
      22/80      0.94G      1.064      1.722     0.7453      1.272          6        640:  13%|█▎        | 66/519 [00:33<04:20,  1.74it/s]
      22/80      0.94G      1.068      1.737     0.7483      1.278          9        640:  13%|█▎        | 66/519 [00:33<04:20,  1.74it/s]
      22/80      0.94G      1.068      1.737     0.7483      1.278          9        640:  13%|█▎        | 67/519 [00:33<03:32,  2.13it/s]
      22/80      0.94G      1.067       1.74     0.7492      1.278         11        640:  13%|█▎        | 67/519 [00:34<03:32,  2.13it/s]
      22/80      0.94G      1.067       1.74     0.7492      1.278         11        640:  13%|█▎        | 68/519 [00:34<03:07,  2.40it/s]
      22/80      0.94G      1.066      1.737     0.7457      1.276         10        640:  13%|█▎        | 68/519 [00:34<03:07,  2.40it/s]
      22/80      0.94G      1.066      1.737     0.7457      1.276         10        640:  13%|█▎        | 69/519 [00:34<02:35,  2.88it/s]
      22/80      0.94G      1.063      1.728     0.7442      1.274         10        640:  13%|█▎        | 69/519 [00:36<02:35,  2.88it/s]
      22/80      0.94G      1.063      1.728     0.7442      1.274         10        640:  13%|█▎        | 70/519 [00:36<05:41,  1.31it/s]
      22/80      0.94G      1.061      1.725     0.7438      1.273         10        640:  13%|█▎        | 70/519 [00:36<05:41,  1.31it/s]
      22/80      0.94G      1.061      1.725     0.7438      1.273         10        640:  14%|█▎        | 71/519 [00:36<04:27,  1.67it/s]
      22/80      0.94G      1.063      1.723     0.7455      1.273         10        640:  14%|█▎        | 71/519 [00:36<04:27,  1.67it/s]
      22/80      0.94G      1.063      1.723     0.7455      1.273         10        640:  14%|█▍        | 72/519 [00:36<03:37,  2.06it/s]
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      22/80      0.94G      1.055      1.738     0.7506      1.298          9        640:  87%|████████▋ | 453/519 [03:29<00:44,  1.48it/s]
      22/80      0.94G      1.056      1.738     0.7511      1.299         11        640:  87%|████████▋ | 453/519 [03:30<00:44,  1.48it/s]
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      22/80      0.94G      1.055       1.74     0.7512      1.299         11        640:  87%|████████▋ | 454/519 [03:30<00:40,  1.62it/s]
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      22/80      0.94G      1.056      1.743     0.7523      1.299          9        640:  89%|████████▊ | 460/519 [03:32<00:20,  2.94it/s]
      22/80      0.94G      1.056      1.743     0.7519        1.3          8        640:  89%|████████▊ | 460/519 [03:33<00:20,  2.94it/s]
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      22/80      0.94G      1.056      1.741     0.7509      1.299         12        640:  89%|████████▉ | 464/519 [03:34<00:19,  2.84it/s]
      22/80      0.94G      1.056      1.741     0.7511      1.299          9        640:  89%|████████▉ | 464/519 [03:35<00:19,  2.84it/s]
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      22/80      0.94G       1.05       1.74     0.7453      1.297         11        640:  99%|█████████▉| 514/519 [03:56<00:02,  2.20it/s]
      22/80      0.94G       1.05       1.74      0.745      1.297         13        640:  99%|█████████▉| 514/519 [03:57<00:02,  2.20it/s]
      22/80      0.94G       1.05       1.74      0.745      1.297         13        640:  99%|█████████▉| 515/519 [03:57<00:02,  1.94it/s]
      22/80      0.94G       1.05      1.739      0.745      1.296         10        640:  99%|█████████▉| 515/519 [03:57<00:02,  1.94it/s]
      22/80      0.94G       1.05      1.739      0.745      1.296         10        640:  99%|█████████▉| 516/519 [03:57<00:01,  2.52it/s]
      22/80      0.94G       1.05      1.739     0.7448      1.297         13        640:  99%|█████████▉| 516/519 [03:57<00:01,  2.52it/s]
      22/80      0.94G       1.05      1.739     0.7448      1.297         13        640: 100%|█████████▉| 517/519 [03:57<00:00,  3.00it/s]
      22/80      0.94G       1.05      1.738     0.7447      1.296         10        640: 100%|█████████▉| 517/519 [03:58<00:00,  3.00it/s]
      22/80      0.94G       1.05      1.738     0.7447      1.296         10        640: 100%|█████████▉| 518/519 [03:58<00:00,  3.22it/s]
      22/80      0.94G      1.049      1.737     0.7445      1.296          6        640: 100%|█████████▉| 518/519 [03:58<00:00,  3.22it/s]
      22/80      0.94G      1.049      1.737     0.7445      1.296          6        640: 100%|██████████| 519/519 [03:58<00:00,  3.87it/s]
      22/80      0.94G      1.049      1.737     0.7445      1.296          6        640: 100%|██████████| 519/519 [03:58<00:00,  2.18it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:45,  6.34s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:57,  2.82s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:44,  1.68s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:11,  1.18s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<01:00,  1.00s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:49,  1.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:43,  1.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:37,  1.51it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:32,  1.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:27,  2.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:24,  2.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:23,  2.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:23,  2.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:24,  2.08it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:25,  1.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:24,  1.93it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:24,  1.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:23,  1.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:24,  1.81it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:26,  1.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  1.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:17,  2.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:15,  2.55it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:08,  4.43it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:07,  4.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.56it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:19<00:05,  5.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:05,  6.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.53it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:04,  5.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.08it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:21<00:03,  6.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  6.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  7.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:22<00:01,  8.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  8.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.60it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:23<00:00,  9.83it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.77it/s]
-                   all        519        519      0.949      0.942      0.981      0.713      0.951      0.933      0.979      0.683
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
      23/80      0.94G      1.182      1.537      0.799      1.334         12        640:   0%|          | 0/519 [00:03<?, ?it/s]
      23/80      0.94G      1.182      1.537      0.799      1.334         12        640:   0%|          | 1/519 [00:03<34:15,  3.97s/it]
      23/80      0.94G     0.9313      1.445     0.6536      1.192         10        640:   0%|          | 1/519 [00:04<34:15,  3.97s/it]
      23/80      0.94G     0.9313      1.445     0.6536      1.192         10        640:   0%|          | 2/519 [00:04<15:16,  1.77s/it]
      23/80      0.94G      1.028      1.651     0.6952      1.229         14        640:   0%|          | 2/519 [00:04<15:16,  1.77s/it]
      23/80      0.94G      1.028      1.651     0.6952      1.229         14        640:   1%|          | 3/519 [00:04<09:33,  1.11s/it]
      23/80      0.94G      1.047      1.577     0.6864      1.243          9        640:   1%|          | 3/519 [00:04<09:33,  1.11s/it]
      23/80      0.94G      1.047      1.577     0.6864      1.243          9        640:   1%|          | 4/519 [00:04<06:45,  1.27it/s]
      23/80      0.94G      1.091      1.634     0.7349      1.291          8        640:   1%|          | 4/519 [00:05<06:45,  1.27it/s]
      23/80      0.94G      1.091      1.634     0.7349      1.291          8        640:   1%|          | 5/519 [00:05<05:58,  1.43it/s]
      23/80      0.94G      1.093      1.601      0.803      1.296          8        640:   1%|          | 5/519 [00:05<05:58,  1.43it/s]
      23/80      0.94G      1.093      1.601      0.803      1.296          8        640:   1%|          | 6/519 [00:05<04:30,  1.89it/s]
      23/80      0.94G      1.102      1.648     0.7885      1.314         14        640:   1%|          | 6/519 [00:05<04:30,  1.89it/s]
      23/80      0.94G      1.102      1.648     0.7885      1.314         14        640:   1%|▏         | 7/519 [00:05<03:38,  2.34it/s]
      23/80      0.94G      1.097      1.682     0.7716      1.308         14        640:   1%|▏         | 7/519 [00:06<03:38,  2.34it/s]
      23/80      0.94G      1.097      1.682     0.7716      1.308         14        640:   2%|▏         | 8/519 [00:06<03:13,  2.65it/s]
      23/80      0.94G      1.083      1.643     0.7615      1.277         16        640:   2%|▏         | 8/519 [00:07<03:13,  2.65it/s]
      23/80      0.94G      1.083      1.643     0.7615      1.277         16        640:   2%|▏         | 9/519 [00:07<05:22,  1.58it/s]
      23/80      0.94G      1.085      1.657     0.7678      1.283          7        640:   2%|▏         | 9/519 [00:07<05:22,  1.58it/s]
      23/80      0.94G      1.085      1.657     0.7678      1.283          7        640:   2%|▏         | 10/519 [00:07<04:13,  2.00it/s]
      23/80      0.94G       1.06      1.651     0.7696      1.278          9        640:   2%|▏         | 10/519 [00:07<04:13,  2.00it/s]
      23/80      0.94G       1.06      1.651     0.7696      1.278          9        640:   2%|▏         | 11/519 [00:07<03:33,  2.38it/s]
      23/80      0.94G      1.051      1.626     0.7619      1.267          9        640:   2%|▏         | 11/519 [00:07<03:33,  2.38it/s]
      23/80      0.94G      1.051      1.626     0.7619      1.267          9        640:   2%|▏         | 12/519 [00:07<03:08,  2.69it/s]
      23/80      0.94G      1.047      1.651     0.7625      1.277         10        640:   2%|▏         | 12/519 [00:08<03:08,  2.69it/s]
      23/80      0.94G      1.047      1.651     0.7625      1.277         10        640:   3%|▎         | 13/519 [00:08<04:15,  1.98it/s]
      23/80      0.94G      1.096      1.722     0.8084      1.314         11        640:   3%|▎         | 13/519 [00:08<04:15,  1.98it/s]
      23/80      0.94G      1.096      1.722     0.8084      1.314         11        640:   3%|▎         | 14/519 [00:08<03:30,  2.40it/s]
      23/80      0.94G      1.104      1.716     0.8186      1.313          8        640:   3%|▎         | 14/519 [00:09<03:30,  2.40it/s]
      23/80      0.94G      1.104      1.716     0.8186      1.313          8        640:   3%|▎         | 15/519 [00:09<03:54,  2.15it/s]
      23/80      0.94G      1.082      1.683     0.8067      1.296         11        640:   3%|▎         | 15/519 [00:09<03:54,  2.15it/s]
      23/80      0.94G      1.082      1.683     0.8067      1.296         11        640:   3%|▎         | 16/519 [00:09<03:26,  2.44it/s]
      23/80      0.94G      1.088      1.687     0.8101      1.303         14        640:   3%|▎         | 16/519 [00:10<03:26,  2.44it/s]
      23/80      0.94G      1.088      1.687     0.8101      1.303         14        640:   3%|▎         | 17/519 [00:10<03:21,  2.49it/s]
      23/80      0.94G      1.094       1.69     0.8035      1.303          7        640:   3%|▎         | 17/519 [00:10<03:21,  2.49it/s]
      23/80      0.94G      1.094       1.69     0.8035      1.303          7        640:   3%|▎         | 18/519 [00:10<02:44,  3.04it/s]
      23/80      0.94G      1.086      1.684     0.8006      1.296         10        640:   3%|▎         | 18/519 [00:11<02:44,  3.04it/s]
      23/80      0.94G      1.086      1.684     0.8006      1.296         10        640:   4%|▎         | 19/519 [00:11<04:47,  1.74it/s]
      23/80      0.94G      1.071      1.666     0.7903      1.297          7        640:   4%|▎         | 19/519 [00:11<04:47,  1.74it/s]
      23/80      0.94G      1.071      1.666     0.7903      1.297          7        640:   4%|▍         | 20/519 [00:11<03:55,  2.12it/s]
      23/80      0.94G      1.057      1.656      0.778      1.288          8        640:   4%|▍         | 20/519 [00:12<03:55,  2.12it/s]
      23/80      0.94G      1.057      1.656      0.778      1.288          8        640:   4%|▍         | 21/519 [00:12<03:34,  2.32it/s]
      23/80      0.94G      1.041      1.633     0.7698      1.279         11        640:   4%|▍         | 21/519 [00:12<03:34,  2.32it/s]
      23/80      0.94G      1.041      1.633     0.7698      1.279         11        640:   4%|▍         | 22/519 [00:12<03:09,  2.63it/s]
      23/80      0.94G      1.032      1.618       0.76      1.271          9        640:   4%|▍         | 22/519 [00:13<03:09,  2.63it/s]
      23/80      0.94G      1.032      1.618       0.76      1.271          9        640:   4%|▍         | 23/519 [00:13<04:27,  1.85it/s]
      23/80      0.94G      1.025      1.621     0.7536      1.268         11        640:   4%|▍         | 23/519 [00:13<04:27,  1.85it/s]
      23/80      0.94G      1.025      1.621     0.7536      1.268         11        640:   5%|▍         | 24/519 [00:13<03:55,  2.10it/s]
      23/80      0.94G      1.049      1.717     0.7724      1.294          6        640:   5%|▍         | 24/519 [00:13<03:55,  2.10it/s]
      23/80      0.94G      1.049      1.717     0.7724      1.294          6        640:   5%|▍         | 25/519 [00:13<03:45,  2.19it/s]
      23/80      0.94G      1.034        1.7     0.7637      1.287         10        640:   5%|▍         | 25/519 [00:14<03:45,  2.19it/s]
      23/80      0.94G      1.034        1.7     0.7637      1.287         10        640:   5%|▌         | 26/519 [00:14<03:17,  2.50it/s]
      23/80      0.94G      1.036      1.691     0.7584      1.286         11        640:   5%|▌         | 26/519 [00:14<03:17,  2.50it/s]
      23/80      0.94G      1.036      1.691     0.7584      1.286         11        640:   5%|▌         | 27/519 [00:14<03:39,  2.24it/s]
      23/80      0.94G      1.045      1.687     0.7558      1.289         11        640:   5%|▌         | 27/519 [00:15<03:39,  2.24it/s]
      23/80      0.94G      1.045      1.687     0.7558      1.289         11        640:   5%|▌         | 28/519 [00:15<04:54,  1.66it/s]
      23/80      0.94G      1.045       1.69     0.7525      1.289         12        640:   5%|▌         | 28/519 [00:16<04:54,  1.66it/s]
      23/80      0.94G      1.045       1.69     0.7525      1.289         12        640:   6%|▌         | 29/519 [00:16<04:02,  2.02it/s]
      23/80      0.94G      1.033      1.683     0.7489      1.282         10        640:   6%|▌         | 29/519 [00:16<04:02,  2.02it/s]
      23/80      0.94G      1.033      1.683     0.7489      1.282         10        640:   6%|▌         | 30/519 [00:16<03:25,  2.38it/s]
      23/80      0.94G      1.024      1.674     0.7401      1.281          6        640:   6%|▌         | 30/519 [00:16<03:25,  2.38it/s]
      23/80      0.94G      1.024      1.674     0.7401      1.281          6        640:   6%|▌         | 31/519 [00:16<03:03,  2.66it/s]
      23/80      0.94G      1.019       1.67     0.7352      1.276         12        640:   6%|▌         | 31/519 [00:17<03:03,  2.66it/s]
      23/80      0.94G      1.019       1.67     0.7352      1.276         12        640:   6%|▌         | 32/519 [00:17<03:37,  2.24it/s]
      23/80      0.94G      1.011      1.662     0.7267      1.271          7        640:   6%|▌         | 32/519 [00:17<03:37,  2.24it/s]
      23/80      0.94G      1.011      1.662     0.7267      1.271          7        640:   6%|▋         | 33/519 [00:17<03:04,  2.64it/s]
      23/80      0.94G      1.014      1.668     0.7246      1.271          9        640:   6%|▋         | 33/519 [00:17<03:04,  2.64it/s]
      23/80      0.94G      1.014      1.668     0.7246      1.271          9        640:   7%|▋         | 34/519 [00:17<02:39,  3.03it/s]
      23/80      0.94G      1.029      1.689     0.7424      1.288          7        640:   7%|▋         | 34/519 [00:18<02:39,  3.03it/s]
      23/80      0.94G      1.029      1.689     0.7424      1.288          7        640:   7%|▋         | 35/519 [00:18<05:04,  1.59it/s]
      23/80      0.94G       1.05      1.716      0.744      1.315          4        640:   7%|▋         | 35/519 [00:19<05:04,  1.59it/s]
      23/80      0.94G       1.05      1.716      0.744      1.315          4        640:   7%|▋         | 36/519 [00:19<04:08,  1.95it/s]
      23/80      0.94G      1.063      1.721     0.7508      1.316         12        640:   7%|▋         | 36/519 [00:19<04:08,  1.95it/s]
      23/80      0.94G      1.063      1.721     0.7508      1.316         12        640:   7%|▋         | 37/519 [00:19<03:26,  2.33it/s]
      23/80      0.94G      1.056      1.706     0.7497      1.312          5        640:   7%|▋         | 37/519 [00:19<03:26,  2.33it/s]
      23/80      0.94G      1.056      1.706     0.7497      1.312          5        640:   7%|▋         | 38/519 [00:19<02:58,  2.69it/s]
      23/80      0.94G      1.054      1.707     0.7417      1.313          6        640:   7%|▋         | 38/519 [00:21<02:58,  2.69it/s]
      23/80      0.94G      1.054      1.707     0.7417      1.313          6        640:   8%|▊         | 39/519 [00:21<05:24,  1.48it/s]
      23/80      0.94G      1.048      1.719     0.7404       1.31          9        640:   8%|▊         | 39/519 [00:21<05:24,  1.48it/s]
      23/80      0.94G      1.048      1.719     0.7404       1.31          9        640:   8%|▊         | 40/519 [00:21<04:21,  1.83it/s]
      23/80      0.94G      1.047      1.706      0.734      1.306          6        640:   8%|▊         | 40/519 [00:21<04:21,  1.83it/s]
      23/80      0.94G      1.047      1.706      0.734      1.306          6        640:   8%|▊         | 41/519 [00:21<03:37,  2.19it/s]
      23/80      0.94G      1.039      1.691     0.7272      1.299         12        640:   8%|▊         | 41/519 [00:21<03:37,  2.19it/s]
      23/80      0.94G      1.039      1.691     0.7272      1.299         12        640:   8%|▊         | 42/519 [00:21<03:04,  2.59it/s]
      23/80      0.94G      1.041      1.707     0.7304      1.305          5        640:   8%|▊         | 42/519 [00:22<03:04,  2.59it/s]
      23/80      0.94G      1.041      1.707     0.7304      1.305          5        640:   8%|▊         | 43/519 [00:22<05:00,  1.58it/s]
      23/80      0.94G      1.028      1.691     0.7237      1.299          9        640:   8%|▊         | 43/519 [00:23<05:00,  1.58it/s]
      23/80      0.94G      1.028      1.691     0.7237      1.299          9        640:   8%|▊         | 44/519 [00:23<03:50,  2.06it/s]
      23/80      0.94G      1.028      1.697     0.7246      1.303          9        640:   8%|▊         | 44/519 [00:23<03:50,  2.06it/s]
      23/80      0.94G      1.028      1.697     0.7246      1.303          9        640:   9%|▊         | 45/519 [00:23<03:13,  2.46it/s]
      23/80      0.94G      1.027      1.698      0.721        1.3         13        640:   9%|▊         | 45/519 [00:23<03:13,  2.46it/s]
      23/80      0.94G      1.027      1.698      0.721        1.3         13        640:   9%|▉         | 46/519 [00:23<02:43,  2.89it/s]
      23/80      0.94G      1.026      1.701     0.7207      1.298         14        640:   9%|▉         | 46/519 [00:24<02:43,  2.89it/s]
      23/80      0.94G      1.026      1.701     0.7207      1.298         14        640:   9%|▉         | 47/519 [00:24<04:10,  1.88it/s]
      23/80      0.94G       1.02      1.692     0.7171      1.294         12        640:   9%|▉         | 47/519 [00:24<04:10,  1.88it/s]
      23/80      0.94G       1.02      1.692     0.7171      1.294         12        640:   9%|▉         | 48/519 [00:24<03:27,  2.27it/s]
      23/80      0.94G      1.023      1.694     0.7186      1.295         10        640:   9%|▉         | 48/519 [00:24<03:27,  2.27it/s]
      23/80      0.94G      1.023      1.694     0.7186      1.295         10        640:   9%|▉         | 49/519 [00:24<03:00,  2.61it/s]
      23/80      0.94G      1.021      1.714     0.7177      1.295          7        640:   9%|▉         | 49/519 [00:25<03:00,  2.61it/s]
      23/80      0.94G      1.021      1.714     0.7177      1.295          7        640:  10%|▉         | 50/519 [00:25<02:33,  3.06it/s]
      23/80      0.94G      1.018      1.711     0.7232      1.293         10        640:  10%|▉         | 50/519 [00:26<02:33,  3.06it/s]
      23/80      0.94G      1.018      1.711     0.7232      1.293         10        640:  10%|▉         | 51/519 [00:26<03:51,  2.02it/s]
      23/80      0.94G      1.019      1.708     0.7251      1.293         15        640:  10%|▉         | 51/519 [00:26<03:51,  2.02it/s]
      23/80      0.94G      1.019      1.708     0.7251      1.293         15        640:  10%|█         | 52/519 [00:26<03:21,  2.32it/s]
      23/80      0.94G      1.025      1.701     0.7246      1.292         11        640:  10%|█         | 52/519 [00:26<03:21,  2.32it/s]
      23/80      0.94G      1.025      1.701     0.7246      1.292         11        640:  10%|█         | 53/519 [00:26<02:54,  2.67it/s]
      23/80      0.94G      1.022      1.695     0.7205      1.291         10        640:  10%|█         | 53/519 [00:26<02:54,  2.67it/s]
      23/80      0.94G      1.022      1.695     0.7205      1.291         10        640:  10%|█         | 54/519 [00:26<02:27,  3.16it/s]
      23/80      0.94G      1.031      1.694     0.7226      1.299          7        640:  10%|█         | 54/519 [00:27<02:27,  3.16it/s]
      23/80      0.94G      1.031      1.694     0.7226      1.299          7        640:  11%|█         | 55/519 [00:27<04:06,  1.88it/s]
      23/80      0.94G      1.023      1.683     0.7211      1.293          6        640:  11%|█         | 55/519 [00:27<04:06,  1.88it/s]
      23/80      0.94G      1.023      1.683     0.7211      1.293          6        640:  11%|█         | 56/519 [00:27<03:24,  2.27it/s]
      23/80      0.94G      1.027      1.686     0.7232      1.293         13        640:  11%|█         | 56/519 [00:28<03:24,  2.27it/s]
      23/80      0.94G      1.027      1.686     0.7232      1.293         13        640:  11%|█         | 57/519 [00:28<02:44,  2.81it/s]
      23/80      0.94G      1.024      1.672     0.7192      1.291          6        640:  11%|█         | 57/519 [00:28<02:44,  2.81it/s]
      23/80      0.94G      1.024      1.672     0.7192      1.291          6        640:  11%|█         | 58/519 [00:28<02:30,  3.06it/s]
      23/80      0.94G      1.023      1.663     0.7193      1.289          8        640:  11%|█         | 58/519 [00:29<02:30,  3.06it/s]
      23/80      0.94G      1.023      1.663     0.7193      1.289          8        640:  11%|█▏        | 59/519 [00:29<04:26,  1.72it/s]
      23/80      0.94G      1.022      1.665     0.7197      1.286         14        640:  11%|█▏        | 59/519 [00:29<04:26,  1.72it/s]
      23/80      0.94G      1.022      1.665     0.7197      1.286         14        640:  12%|█▏        | 60/519 [00:29<03:34,  2.14it/s]
      23/80      0.94G      1.023      1.665     0.7209      1.287         12        640:  12%|█▏        | 60/519 [00:30<03:34,  2.14it/s]
      23/80      0.94G      1.023      1.665     0.7209      1.287         12        640:  12%|█▏        | 61/519 [00:30<03:01,  2.52it/s]
      23/80      0.94G      1.022      1.669     0.7203      1.287          6        640:  12%|█▏        | 61/519 [00:30<03:01,  2.52it/s]
      23/80      0.94G      1.022      1.669     0.7203      1.287          6        640:  12%|█▏        | 62/519 [00:30<02:46,  2.75it/s]
      23/80      0.94G      1.022      1.661     0.7252      1.287          8        640:  12%|█▏        | 62/519 [00:31<02:46,  2.75it/s]
      23/80      0.94G      1.022      1.661     0.7252      1.287          8        640:  12%|█▏        | 63/519 [00:31<04:05,  1.86it/s]
      23/80      0.94G      1.021      1.662     0.7238      1.286         12        640:  12%|█▏        | 63/519 [00:31<04:05,  1.86it/s]
      23/80      0.94G      1.021      1.662     0.7238      1.286         12        640:  12%|█▏        | 64/519 [00:31<03:18,  2.30it/s]
      23/80      0.94G      1.018      1.655     0.7217      1.285         12        640:  12%|█▏        | 64/519 [00:31<03:18,  2.30it/s]
      23/80      0.94G      1.018      1.655     0.7217      1.285         12        640:  13%|█▎        | 65/519 [00:31<02:48,  2.70it/s]
      23/80      0.94G      1.018      1.651     0.7219      1.284         14        640:  13%|█▎        | 65/519 [00:32<02:48,  2.70it/s]
      23/80      0.94G      1.018      1.651     0.7219      1.284         14        640:  13%|█▎        | 66/519 [00:32<03:23,  2.22it/s]
      23/80      0.94G      1.023      1.656     0.7233      1.291          8        640:  13%|█▎        | 66/519 [00:33<03:23,  2.22it/s]
      23/80      0.94G      1.023      1.656     0.7233      1.291          8        640:  13%|█▎        | 67/519 [00:33<04:18,  1.75it/s]
      23/80      0.94G      1.026      1.658     0.7272      1.291         11        640:  13%|█▎        | 67/519 [00:33<04:18,  1.75it/s]
      23/80      0.94G      1.026      1.658     0.7272      1.291         11        640:  13%|█▎        | 68/519 [00:33<03:33,  2.12it/s]
      23/80      0.94G      1.029      1.657     0.7275      1.291          8        640:  13%|█▎        | 68/519 [00:33<03:33,  2.12it/s]
      23/80      0.94G      1.029      1.657     0.7275      1.291          8        640:  13%|█▎        | 69/519 [00:33<02:52,  2.61it/s]
      23/80      0.94G      1.026      1.652     0.7262      1.289         13        640:  13%|█▎        | 69/519 [00:33<02:52,  2.61it/s]
      23/80      0.94G      1.026      1.652     0.7262      1.289         13        640:  13%|█▎        | 70/519 [00:33<02:39,  2.81it/s]
      23/80      0.94G      1.026      1.652     0.7267      1.289         12        640:  13%|█▎        | 70/519 [00:34<02:39,  2.81it/s]
      23/80      0.94G      1.026      1.652     0.7267      1.289         12        640:  14%|█▎        | 71/519 [00:34<04:03,  1.84it/s]
      23/80      0.94G      1.025      1.655     0.7267      1.286         10        640:  14%|█▎        | 71/519 [00:35<04:03,  1.84it/s]
      23/80      0.94G      1.025      1.655     0.7267      1.286         10        640:  14%|█▍        | 72/519 [00:35<03:18,  2.26it/s]
      23/80      0.94G      1.025      1.653     0.7252      1.286         10        640:  14%|█▍        | 72/519 [00:35<03:18,  2.26it/s]
      23/80      0.94G      1.025      1.653     0.7252      1.286         10        640:  14%|█▍        | 73/519 [00:35<02:45,  2.70it/s]
      23/80      0.94G      1.024      1.663     0.7287      1.288          7        640:  14%|█▍        | 73/519 [00:35<02:45,  2.70it/s]
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      23/80      0.94G      1.024      1.666      0.729      1.287         12        640:  14%|█▍        | 74/519 [00:36<02:57,  2.51it/s]
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      23/80      0.94G      1.029      1.675      0.731      1.292          9        640:  14%|█▍        | 75/519 [00:36<03:17,  2.24it/s]
      23/80      0.94G      1.029      1.675      0.731      1.292          9        640:  15%|█▍        | 76/519 [00:36<02:42,  2.73it/s]
      23/80      0.94G      1.034      1.681     0.7343      1.294          9        640:  15%|█▍        | 76/519 [00:36<02:42,  2.73it/s]
      23/80      0.94G      1.034      1.681     0.7343      1.294          9        640:  15%|█▍        | 77/519 [00:36<02:43,  2.70it/s]
      23/80      0.94G      1.031      1.676     0.7321      1.292         10        640:  15%|█▍        | 77/519 [00:37<02:43,  2.70it/s]
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      23/80      0.94G      1.027      1.666     0.7291      1.289          8        640:  15%|█▌        | 78/519 [00:38<03:56,  1.86it/s]
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      23/80      0.94G      1.025      1.665     0.7301      1.287         10        640:  15%|█▌        | 79/519 [00:38<03:50,  1.91it/s]
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      23/80      0.94G       1.02      1.661      0.728      1.285         11        640:  15%|█▌        | 80/519 [00:38<03:08,  2.32it/s]
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      23/80      0.94G       1.02      1.656     0.7256      1.284          8        640:  16%|█▌        | 82/519 [00:40<04:35,  1.59it/s]
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      23/80      0.94G      1.019       1.65     0.7192      1.286          8        640:  16%|█▋        | 85/519 [00:41<02:49,  2.56it/s]
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      23/80      0.94G      1.016       1.71     0.7178      1.268         10        640:  91%|█████████ | 472/519 [03:38<00:16,  2.77it/s]
      23/80      0.94G      1.017       1.71      0.718      1.269          5        640:  91%|█████████ | 472/519 [03:38<00:16,  2.77it/s]
      23/80      0.94G      1.017       1.71      0.718      1.269          5        640:  91%|█████████ | 473/519 [03:38<00:14,  3.13it/s]
      23/80      0.94G      1.017      1.711     0.7181      1.268         10        640:  91%|█████████ | 473/519 [03:40<00:14,  3.13it/s]
      23/80      0.94G      1.017      1.711     0.7181      1.268         10        640:  91%|█████████▏| 474/519 [03:40<00:30,  1.46it/s]
      23/80      0.94G      1.017      1.712     0.7181      1.268         12        640:  91%|█████████▏| 474/519 [03:40<00:30,  1.46it/s]
      23/80      0.94G      1.017      1.712     0.7181      1.268         12        640:  92%|█████████▏| 475/519 [03:40<00:24,  1.81it/s]
      23/80      0.94G      1.017      1.712     0.7181      1.269         14        640:  92%|█████████▏| 475/519 [03:41<00:24,  1.81it/s]
      23/80      0.94G      1.017      1.712     0.7181      1.269         14        640:  92%|█████████▏| 476/519 [03:41<00:19,  2.16it/s]
      23/80      0.94G      1.018      1.713     0.7185      1.269         11        640:  92%|█████████▏| 476/519 [03:41<00:19,  2.16it/s]
      23/80      0.94G      1.018      1.713     0.7185      1.269         11        640:  92%|█████████▏| 477/519 [03:41<00:16,  2.58it/s]
      23/80      0.94G      1.018      1.711     0.7178      1.269          7        640:  92%|█████████▏| 477/519 [03:42<00:16,  2.58it/s]
      23/80      0.94G      1.018      1.711     0.7178      1.269          7        640:  92%|█████████▏| 478/519 [03:42<00:22,  1.80it/s]
      23/80      0.94G      1.018      1.711     0.7177      1.269         10        640:  92%|█████████▏| 478/519 [03:42<00:22,  1.80it/s]
      23/80      0.94G      1.018      1.711     0.7177      1.269         10        640:  92%|█████████▏| 479/519 [03:42<00:17,  2.24it/s]
      23/80      0.94G      1.018       1.71     0.7175      1.269         11        640:  92%|█████████▏| 479/519 [03:42<00:17,  2.24it/s]
      23/80      0.94G      1.018       1.71     0.7175      1.269         11        640:  92%|█████████▏| 480/519 [03:42<00:15,  2.58it/s]
      23/80      0.94G      1.017      1.709     0.7174      1.268          9        640:  92%|█████████▏| 480/519 [03:42<00:15,  2.58it/s]
      23/80      0.94G      1.017      1.709     0.7174      1.268          9        640:  93%|█████████▎| 481/519 [03:42<00:12,  2.97it/s]
      23/80      0.94G      1.018      1.709     0.7176      1.269         12        640:  93%|█████████▎| 481/519 [03:44<00:12,  2.97it/s]
      23/80      0.94G      1.018      1.709     0.7176      1.269         12        640:  93%|█████████▎| 482/519 [03:44<00:25,  1.45it/s]
      23/80      0.94G      1.017      1.709     0.7173      1.268          7        640:  93%|█████████▎| 482/519 [03:44<00:25,  1.45it/s]
      23/80      0.94G      1.017      1.709     0.7173      1.268          7        640:  93%|█████████▎| 483/519 [03:44<00:19,  1.84it/s]
      23/80      0.94G      1.017      1.709     0.7174      1.268         14        640:  93%|█████████▎| 483/519 [03:44<00:19,  1.84it/s]
      23/80      0.94G      1.017      1.709     0.7174      1.268         14        640:  93%|█████████▎| 484/519 [03:44<00:15,  2.28it/s]
      23/80      0.94G      1.017      1.709     0.7175      1.269         11        640:  93%|█████████▎| 484/519 [03:44<00:15,  2.28it/s]
      23/80      0.94G      1.017      1.709     0.7175      1.269         11        640:  93%|█████████▎| 485/519 [03:44<00:13,  2.61it/s]
      23/80      0.94G      1.017      1.708     0.7172      1.268         12        640:  93%|█████████▎| 485/519 [03:45<00:13,  2.61it/s]
      23/80      0.94G      1.017      1.708     0.7172      1.268         12        640:  94%|█████████▎| 486/519 [03:45<00:17,  1.92it/s]
      23/80      0.94G      1.016      1.708     0.7172      1.268          7        640:  94%|█████████▎| 486/519 [03:46<00:17,  1.92it/s]
      23/80      0.94G      1.016      1.708     0.7172      1.268          7        640:  94%|█████████▍| 487/519 [03:46<00:13,  2.31it/s]
      23/80      0.94G      1.016      1.707     0.7167      1.268          7        640:  94%|█████████▍| 487/519 [03:46<00:13,  2.31it/s]
      23/80      0.94G      1.016      1.707     0.7167      1.268          7        640:  94%|█████████▍| 488/519 [03:46<00:11,  2.67it/s]
      23/80      0.94G      1.016      1.707     0.7167      1.268         10        640:  94%|█████████▍| 488/519 [03:46<00:11,  2.67it/s]
      23/80      0.94G      1.016      1.707     0.7167      1.268         10        640:  94%|█████████▍| 489/519 [03:46<00:10,  2.97it/s]
      23/80      0.94G      1.016      1.707     0.7171      1.269          9        640:  94%|█████████▍| 489/519 [03:47<00:10,  2.97it/s]
      23/80      0.94G      1.016      1.707     0.7171      1.269          9        640:  94%|█████████▍| 490/519 [03:47<00:17,  1.65it/s]
      23/80      0.94G      1.016      1.706     0.7166      1.268         13        640:  94%|█████████▍| 490/519 [03:47<00:17,  1.65it/s]
      23/80      0.94G      1.016      1.706     0.7166      1.268         13        640:  95%|█████████▍| 491/519 [03:47<00:13,  2.05it/s]
      23/80      0.94G      1.016      1.707     0.7165      1.269          4        640:  95%|█████████▍| 491/519 [03:48<00:13,  2.05it/s]
      23/80      0.94G      1.016      1.707     0.7165      1.269          4        640:  95%|█████████▍| 492/519 [03:48<00:10,  2.47it/s]
      23/80      0.94G      1.016      1.707     0.7169      1.269         12        640:  95%|█████████▍| 492/519 [03:48<00:10,  2.47it/s]
      23/80      0.94G      1.016      1.707     0.7169      1.269         12        640:  95%|█████████▍| 493/519 [03:48<00:09,  2.80it/s]
      23/80      0.94G      1.016      1.708     0.7172      1.269          8        640:  95%|█████████▍| 493/519 [03:49<00:09,  2.80it/s]
      23/80      0.94G      1.016      1.708     0.7172      1.269          8        640:  95%|█████████▌| 494/519 [03:49<00:13,  1.81it/s]
      23/80      0.94G      1.015      1.708     0.7168      1.268         11        640:  95%|█████████▌| 494/519 [03:49<00:13,  1.81it/s]
      23/80      0.94G      1.015      1.708     0.7168      1.268         11        640:  95%|█████████▌| 495/519 [03:49<00:11,  2.16it/s]
      23/80      0.94G      1.015      1.708      0.717      1.268          7        640:  95%|█████████▌| 495/519 [03:49<00:11,  2.16it/s]
      23/80      0.94G      1.015      1.708      0.717      1.268          7        640:  96%|█████████▌| 496/519 [03:49<00:09,  2.48it/s]
      23/80      0.94G      1.015      1.708     0.7175      1.269         11        640:  96%|█████████▌| 496/519 [03:50<00:09,  2.48it/s]
      23/80      0.94G      1.015      1.708     0.7175      1.269         11        640:  96%|█████████▌| 497/519 [03:50<00:07,  2.96it/s]
      23/80      0.94G      1.015      1.708     0.7174      1.268          9        640:  96%|█████████▌| 497/519 [03:51<00:07,  2.96it/s]
      23/80      0.94G      1.015      1.708     0.7174      1.268          9        640:  96%|█████████▌| 498/519 [03:51<00:12,  1.68it/s]
      23/80      0.94G      1.015      1.708     0.7171      1.268         11        640:  96%|█████████▌| 498/519 [03:51<00:12,  1.68it/s]
      23/80      0.94G      1.015      1.708     0.7171      1.268         11        640:  96%|█████████▌| 499/519 [03:51<00:09,  2.13it/s]
      23/80      0.94G      1.015      1.708     0.7172      1.268         11        640:  96%|█████████▌| 499/519 [03:51<00:09,  2.13it/s]
      23/80      0.94G      1.015      1.708     0.7172      1.268         11        640:  96%|█████████▋| 500/519 [03:51<00:07,  2.49it/s]
      23/80      0.94G      1.015      1.708     0.7179      1.268          9        640:  96%|█████████▋| 500/519 [03:52<00:07,  2.49it/s]
      23/80      0.94G      1.015      1.708     0.7179      1.268          9        640:  97%|█████████▋| 501/519 [03:52<00:06,  2.83it/s]
      23/80      0.94G      1.015      1.707     0.7177      1.268          8        640:  97%|█████████▋| 501/519 [03:53<00:06,  2.83it/s]
      23/80      0.94G      1.015      1.707     0.7177      1.268          8        640:  97%|█████████▋| 502/519 [03:53<00:10,  1.64it/s]
      23/80      0.94G      1.015      1.707     0.7176      1.267          9        640:  97%|█████████▋| 502/519 [03:53<00:10,  1.64it/s]
      23/80      0.94G      1.015      1.707     0.7176      1.267          9        640:  97%|█████████▋| 503/519 [03:53<00:07,  2.04it/s]
      23/80      0.94G      1.014      1.706     0.7172      1.267         14        640:  97%|█████████▋| 503/519 [03:53<00:07,  2.04it/s]
      23/80      0.94G      1.014      1.706     0.7172      1.267         14        640:  97%|█████████▋| 504/519 [03:53<00:06,  2.35it/s]
      23/80      0.94G      1.014      1.705     0.7169      1.267         10        640:  97%|█████████▋| 504/519 [03:53<00:06,  2.35it/s]
      23/80      0.94G      1.014      1.705     0.7169      1.267         10        640:  97%|█████████▋| 505/519 [03:53<00:05,  2.70it/s]
      23/80      0.94G      1.014      1.705     0.7167      1.268         10        640:  97%|█████████▋| 505/519 [03:54<00:05,  2.70it/s]
      23/80      0.94G      1.014      1.705     0.7167      1.268         10        640:  97%|█████████▋| 506/519 [03:54<00:07,  1.77it/s]
      23/80      0.94G      1.015      1.706     0.7173      1.269          6        640:  97%|█████████▋| 506/519 [03:55<00:07,  1.77it/s]
      23/80      0.94G      1.015      1.706     0.7173      1.269          6        640:  98%|█████████▊| 507/519 [03:55<00:05,  2.19it/s]
      23/80      0.94G      1.015      1.706     0.7174      1.268         10        640:  98%|█████████▊| 507/519 [03:55<00:05,  2.19it/s]
      23/80      0.94G      1.015      1.706      0.718      1.269          5        640:  98%|█████████▊| 507/519 [03:55<00:05,  2.19it/s]
      23/80      0.94G      1.015      1.706      0.718      1.269          5        640:  98%|█████████▊| 509/519 [03:55<00:02,  3.60it/s]
      23/80      0.94G      1.015      1.707     0.7178      1.269         12        640:  98%|█████████▊| 509/519 [03:56<00:02,  3.60it/s]
      23/80      0.94G      1.015      1.707     0.7178      1.269         12        640:  98%|█████████▊| 510/519 [03:56<00:04,  1.82it/s]
      23/80      0.94G      1.015      1.707     0.7179      1.269          8        640:  98%|█████████▊| 510/519 [03:56<00:04,  1.82it/s]
      23/80      0.94G      1.015      1.707     0.7179      1.269          8        640:  98%|█████████▊| 511/519 [03:56<00:03,  2.18it/s]
      23/80      0.94G      1.016      1.709     0.7188      1.269          7        640:  98%|█████████▊| 511/519 [03:57<00:03,  2.18it/s]
      23/80      0.94G      1.016      1.709     0.7188      1.269          7        640:  99%|█████████▊| 512/519 [03:57<00:02,  2.48it/s]
      23/80      0.94G      1.016      1.709     0.7184       1.27         10        640:  99%|█████████▊| 512/519 [03:57<00:02,  2.48it/s]
      23/80      0.94G      1.016      1.709     0.7184       1.27         10        640:  99%|█████████▉| 513/519 [03:57<00:02,  2.83it/s]
      23/80      0.94G      1.016       1.71     0.7183       1.27          7        640:  99%|█████████▉| 513/519 [03:58<00:02,  2.83it/s]
      23/80      0.94G      1.016       1.71     0.7183       1.27          7        640:  99%|█████████▉| 514/519 [03:58<00:02,  1.92it/s]
      23/80      0.94G      1.016       1.71     0.7182       1.27         10        640:  99%|█████████▉| 514/519 [03:58<00:02,  1.92it/s]
      23/80      0.94G      1.016       1.71     0.7182       1.27         10        640:  99%|█████████▉| 515/519 [03:58<00:01,  2.32it/s]
      23/80      0.94G      1.016       1.71     0.7178       1.27         14        640:  99%|█████████▉| 515/519 [03:58<00:01,  2.32it/s]
      23/80      0.94G      1.016       1.71     0.7178       1.27         14        640:  99%|█████████▉| 516/519 [03:58<00:01,  2.96it/s]
      23/80      0.94G      1.016      1.711     0.7178       1.27          8        640:  99%|█████████▉| 516/519 [03:58<00:01,  2.96it/s]
      23/80      0.94G      1.016      1.711     0.7178       1.27          8        640: 100%|█████████▉| 517/519 [03:58<00:00,  3.66it/s]
      23/80      0.94G      1.016      1.711     0.7181       1.27         12        640: 100%|█████████▉| 517/519 [03:59<00:00,  3.66it/s]
      23/80      0.94G      1.016      1.711     0.7181       1.27         12        640: 100%|█████████▉| 518/519 [03:59<00:00,  2.90it/s]
      23/80      0.94G      1.016      1.712     0.7181       1.27          8        640: 100%|█████████▉| 518/519 [03:59<00:00,  2.90it/s]
      23/80      0.94G      1.016      1.712     0.7181       1.27          8        640: 100%|██████████| 519/519 [03:59<00:00,  2.17it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:43,  6.31s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:56,  2.80s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:06<01:43,  1.67s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:12,  1.18s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:55,  1.08it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:49,  1.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:43,  1.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:38,  1.50it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:32,  1.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:27,  1.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:24,  2.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:22,  2.31it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:24,  2.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:23,  2.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:23,  2.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:24,  1.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:24,  1.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:24,  1.88it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:24,  1.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:26,  1.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  1.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:17,  2.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:18<00:04,  6.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.87it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  6.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:03,  6.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  5.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  5.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.47it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:20<00:03,  6.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  7.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:21<00:01,  8.75it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  8.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.39it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.88it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.79it/s]
-                   all        519        519      0.955      0.946       0.98       0.72      0.953      0.944       0.98      0.691
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
      24/80      0.94G     0.8383      1.297      0.642       1.22         12        640:   0%|          | 0/519 [00:02<?, ?it/s]
      24/80      0.94G     0.8383      1.297      0.642       1.22         12        640:   0%|          | 1/519 [00:02<20:50,  2.41s/it]
      24/80      0.94G     0.8939      1.574     0.6277      1.247          5        640:   0%|          | 1/519 [00:02<20:50,  2.41s/it]
      24/80      0.94G     0.8939      1.574     0.6277      1.247          5        640:   0%|          | 2/519 [00:02<11:13,  1.30s/it]
      24/80      0.94G      1.068      1.486     0.6833      1.305         10        640:   0%|          | 2/519 [00:03<11:13,  1.30s/it]
      24/80      0.94G      1.068      1.486     0.6833      1.305         10        640:   1%|          | 3/519 [00:03<06:54,  1.25it/s]
      24/80      0.94G      1.107      1.638     0.6792      1.322          9        640:   1%|          | 3/519 [00:03<06:54,  1.25it/s]
      24/80      0.94G      1.107      1.638     0.6792      1.322          9        640:   1%|          | 4/519 [00:03<04:57,  1.73it/s]
      24/80      0.94G      1.075      1.567     0.6498      1.255         11        640:   1%|          | 4/519 [00:03<04:57,  1.73it/s]
      24/80      0.94G      1.075      1.567     0.6498      1.255         11        640:   1%|          | 5/519 [00:03<03:57,  2.17it/s]
      24/80      0.94G      1.121      1.633     0.7197      1.297          9        640:   1%|          | 5/519 [00:04<03:57,  2.17it/s]
      24/80      0.94G      1.121      1.633     0.7197      1.297          9        640:   1%|          | 6/519 [00:04<06:34,  1.30it/s]
      24/80      0.94G      1.099      1.644     0.7301      1.288          8        640:   1%|          | 6/519 [00:05<06:34,  1.30it/s]
      24/80      0.94G      1.099      1.644     0.7301      1.288          8        640:   1%|▏         | 7/519 [00:05<05:03,  1.68it/s]
      24/80      0.94G      1.139       1.71     0.7897      1.332          8        640:   1%|▏         | 7/519 [00:05<05:03,  1.68it/s]
      24/80      0.94G      1.139       1.71     0.7897      1.332          8        640:   2%|▏         | 8/519 [00:05<04:00,  2.12it/s]
      24/80      0.94G      1.101      1.676     0.7668      1.306          8        640:   2%|▏         | 8/519 [00:05<04:00,  2.12it/s]
      24/80      0.94G      1.101      1.676     0.7668      1.306          8        640:   2%|▏         | 9/519 [00:05<03:28,  2.45it/s]
      24/80      0.94G      1.095      1.658     0.7569      1.308         12        640:   2%|▏         | 9/519 [00:06<03:28,  2.45it/s]
      24/80      0.94G      1.095      1.658     0.7569      1.308         12        640:   2%|▏         | 10/519 [00:06<04:28,  1.90it/s]
      24/80      0.94G      1.107      1.688      0.764      1.308         12        640:   2%|▏         | 10/519 [00:06<04:28,  1.90it/s]
      24/80      0.94G      1.107      1.688      0.764      1.308         12        640:   2%|▏         | 11/519 [00:06<03:47,  2.23it/s]
      24/80      0.94G      1.119      1.705      0.749       1.33          9        640:   2%|▏         | 11/519 [00:07<03:47,  2.23it/s]
      24/80      0.94G      1.119      1.705      0.749       1.33          9        640:   2%|▏         | 12/519 [00:07<03:42,  2.28it/s]
      24/80      0.94G      1.113      1.703     0.7597       1.32         12        640:   2%|▏         | 12/519 [00:07<03:42,  2.28it/s]
      24/80      0.94G      1.113      1.703     0.7597       1.32         12        640:   3%|▎         | 13/519 [00:07<03:13,  2.61it/s]
      24/80      0.94G      1.089      1.691     0.7425        1.3          9        640:   3%|▎         | 13/519 [00:08<03:13,  2.61it/s]
      24/80      0.94G      1.089      1.691     0.7425        1.3          9        640:   3%|▎         | 14/519 [00:08<06:02,  1.39it/s]
      24/80      0.94G      1.081      1.669     0.7324      1.303         10        640:   3%|▎         | 14/519 [00:09<06:02,  1.39it/s]
      24/80      0.94G      1.081      1.669     0.7324      1.303         10        640:   3%|▎         | 15/519 [00:09<04:48,  1.75it/s]
      24/80      0.94G      1.071      1.668     0.7263      1.302          8        640:   3%|▎         | 15/519 [00:09<04:48,  1.75it/s]
      24/80      0.94G      1.071      1.668     0.7263      1.302          8        640:   3%|▎         | 16/519 [00:09<04:22,  1.92it/s]
      24/80      0.94G      1.072      1.645     0.7241      1.304         10        640:   3%|▎         | 16/519 [00:09<04:22,  1.92it/s]
      24/80      0.94G      1.072      1.645     0.7241      1.304         10        640:   3%|▎         | 17/519 [00:09<03:41,  2.27it/s]
      24/80      0.94G      1.065      1.666     0.7229      1.301         10        640:   3%|▎         | 17/519 [00:11<03:41,  2.27it/s]
      24/80      0.94G      1.065      1.666     0.7229      1.301         10        640:   3%|▎         | 18/519 [00:11<07:53,  1.06it/s]
      24/80      0.94G       1.06      1.652      0.715      1.295         11        640:   3%|▎         | 18/519 [00:12<07:53,  1.06it/s]
      24/80      0.94G       1.06      1.652      0.715      1.295         11        640:   4%|▎         | 19/519 [00:12<06:04,  1.37it/s]
      24/80      0.94G      1.067      1.648     0.7169      1.295         10        640:   4%|▎         | 19/519 [00:12<06:04,  1.37it/s]
      24/80      0.94G      1.067      1.648     0.7169      1.295         10        640:   4%|▍         | 20/519 [00:12<04:43,  1.76it/s]
      24/80      0.94G      1.067      1.645     0.7193      1.294         13        640:   4%|▍         | 20/519 [00:12<04:43,  1.76it/s]
      24/80      0.94G      1.067      1.645     0.7193      1.294         13        640:   4%|▍         | 21/519 [00:12<03:55,  2.11it/s]
      24/80      0.94G      1.069       1.64     0.7237      1.297         10        640:   4%|▍         | 21/519 [00:13<03:55,  2.11it/s]
      24/80      0.94G      1.069       1.64     0.7237      1.297         10        640:   4%|▍         | 22/519 [00:13<04:44,  1.75it/s]
      24/80      0.94G      1.076      1.646      0.731      1.301          7        640:   4%|▍         | 22/519 [00:13<04:44,  1.75it/s]
      24/80      0.94G      1.076      1.646      0.731      1.301          7        640:   4%|▍         | 23/519 [00:13<03:50,  2.15it/s]
      24/80      0.94G      1.067      1.647     0.7264      1.295         14        640:   4%|▍         | 23/519 [00:13<03:50,  2.15it/s]
      24/80      0.94G      1.067      1.647     0.7264      1.295         14        640:   5%|▍         | 24/519 [00:13<03:20,  2.47it/s]
      24/80      0.94G      1.069      1.658     0.7277      1.295         14        640:   5%|▍         | 24/519 [00:14<03:20,  2.47it/s]
      24/80      0.94G      1.069      1.658     0.7277      1.295         14        640:   5%|▍         | 25/519 [00:14<02:50,  2.90it/s]
      24/80      0.94G      1.063      1.651     0.7211      1.289         12        640:   5%|▍         | 25/519 [00:15<02:50,  2.90it/s]
      24/80      0.94G      1.063      1.651     0.7211      1.289         12        640:   5%|▌         | 26/519 [00:15<05:12,  1.58it/s]
      24/80      0.94G      1.047      1.644     0.7136      1.279          8        640:   5%|▌         | 26/519 [00:15<05:12,  1.58it/s]
      24/80      0.94G      1.047      1.644     0.7136      1.279          8        640:   5%|▌         | 27/519 [00:15<04:03,  2.02it/s]
      24/80      0.94G      1.056      1.666     0.7179      1.289         11        640:   5%|▌         | 27/519 [00:15<04:03,  2.02it/s]
      24/80      0.94G      1.056      1.666     0.7179      1.289         11        640:   5%|▌         | 28/519 [00:15<03:40,  2.23it/s]
      24/80      0.94G       1.09      1.683     0.7254      1.321          5        640:   5%|▌         | 28/519 [00:16<03:40,  2.23it/s]
      24/80      0.94G       1.09      1.683     0.7254      1.321          5        640:   6%|▌         | 29/519 [00:16<03:13,  2.53it/s]
      24/80      0.94G      1.089      1.674     0.7247      1.322          7        640:   6%|▌         | 29/519 [00:16<03:13,  2.53it/s]
      24/80      0.94G      1.089      1.674     0.7247      1.322          7        640:   6%|▌         | 30/519 [00:16<04:03,  2.01it/s]
      24/80      0.94G      1.083      1.661     0.7177      1.315         12        640:   6%|▌         | 30/519 [00:17<04:03,  2.01it/s]
      24/80      0.94G      1.083      1.661     0.7177      1.315         12        640:   6%|▌         | 31/519 [00:17<03:23,  2.40it/s]
      24/80      0.94G      1.074      1.653     0.7096      1.309         10        640:   6%|▌         | 31/519 [00:17<03:23,  2.40it/s]
      24/80      0.94G      1.074      1.653     0.7096      1.309         10        640:   6%|▌         | 32/519 [00:17<02:54,  2.79it/s]
      24/80      0.94G      1.066      1.656     0.7108      1.302          8        640:   6%|▌         | 32/519 [00:17<02:54,  2.79it/s]
      24/80      0.94G      1.066      1.656     0.7108      1.302          8        640:   6%|▋         | 33/519 [00:17<02:35,  3.13it/s]
      24/80      0.94G      1.056       1.65     0.7097      1.297         10        640:   6%|▋         | 33/519 [00:18<02:35,  3.13it/s]
      24/80      0.94G      1.056       1.65     0.7097      1.297         10        640:   7%|▋         | 34/519 [00:18<04:03,  1.99it/s]
      24/80      0.94G      1.052      1.647     0.7108      1.292         14        640:   7%|▋         | 34/519 [00:18<04:03,  1.99it/s]
      24/80      0.94G      1.052      1.647     0.7108      1.292         14        640:   7%|▋         | 35/519 [00:18<03:15,  2.48it/s]
      24/80      0.94G      1.045      1.634      0.707      1.291          7        640:   7%|▋         | 35/519 [00:18<03:15,  2.48it/s]
      24/80      0.94G      1.045      1.634      0.707      1.291          7        640:   7%|▋         | 36/519 [00:18<02:50,  2.83it/s]
      24/80      0.94G      1.052      1.647     0.7167      1.293         13        640:   7%|▋         | 36/519 [00:19<02:50,  2.83it/s]
      24/80      0.94G      1.052      1.647     0.7167      1.293         13        640:   7%|▋         | 37/519 [00:19<02:32,  3.15it/s]
      24/80      0.94G      1.047      1.635     0.7138      1.287          8        640:   7%|▋         | 37/519 [00:20<02:32,  3.15it/s]
      24/80      0.94G      1.047      1.635     0.7138      1.287          8        640:   7%|▋         | 38/519 [00:20<04:17,  1.87it/s]
      24/80      0.94G       1.04      1.632     0.7137      1.283          8        640:   7%|▋         | 38/519 [00:20<04:17,  1.87it/s]
      24/80      0.94G       1.04      1.632     0.7137      1.283          8        640:   8%|▊         | 39/519 [00:20<03:25,  2.34it/s]
      24/80      0.94G      1.034      1.622     0.7083      1.278          8        640:   8%|▊         | 39/519 [00:20<03:25,  2.34it/s]
      24/80      0.94G      1.034      1.622     0.7083      1.278          8        640:   8%|▊         | 40/519 [00:20<03:06,  2.57it/s]
      24/80      0.94G      1.029      1.623      0.705      1.274         12        640:   8%|▊         | 40/519 [00:20<03:06,  2.57it/s]
      24/80      0.94G      1.029      1.623      0.705      1.274         12        640:   8%|▊         | 41/519 [00:20<02:39,  2.99it/s]
      24/80      0.94G      1.025      1.611     0.7013      1.275          6        640:   8%|▊         | 41/519 [00:21<02:39,  2.99it/s]
      24/80      0.94G      1.025      1.611     0.7013      1.275          6        640:   8%|▊         | 42/519 [00:21<02:49,  2.81it/s]
      24/80      0.94G      1.024      1.605     0.6979       1.27         12        640:   8%|▊         | 42/519 [00:21<02:49,  2.81it/s]
      24/80      0.94G      1.024      1.605     0.6979       1.27         12        640:   8%|▊         | 43/519 [00:21<02:32,  3.12it/s]
      24/80      0.94G       1.02      1.603     0.6929      1.273          8        640:   8%|▊         | 43/519 [00:22<02:32,  3.12it/s]
      24/80      0.94G       1.02      1.603     0.6929      1.273          8        640:   8%|▊         | 44/519 [00:22<04:56,  1.60it/s]
      24/80      0.94G      1.023      1.607     0.6989      1.273         15        640:   8%|▊         | 44/519 [00:23<04:56,  1.60it/s]
      24/80      0.94G      1.023      1.607     0.6989      1.273         15        640:   9%|▊         | 45/519 [00:23<04:07,  1.92it/s]
      24/80      0.94G      1.026      1.624     0.7067      1.276         12        640:   9%|▊         | 45/519 [00:23<04:07,  1.92it/s]
      24/80      0.94G      1.026      1.624     0.7067      1.276         12        640:   9%|▉         | 46/519 [00:23<03:27,  2.28it/s]
      24/80      0.94G      1.022      1.629      0.704      1.275          7        640:   9%|▉         | 46/519 [00:23<03:27,  2.28it/s]
      24/80      0.94G      1.022      1.629      0.704      1.275          7        640:   9%|▉         | 47/519 [00:23<02:56,  2.67it/s]
      24/80      0.94G      1.021      1.636     0.7069      1.273         10        640:   9%|▉         | 47/519 [00:23<02:56,  2.67it/s]
      24/80      0.94G      1.021      1.636     0.7069      1.273         10        640:   9%|▉         | 48/519 [00:23<02:52,  2.73it/s]
      24/80      0.94G      1.015       1.63     0.7041      1.269          9        640:   9%|▉         | 48/519 [00:24<02:52,  2.73it/s]
      24/80      0.94G      1.015       1.63     0.7041      1.269          9        640:   9%|▉         | 49/519 [00:24<02:37,  2.98it/s]
      24/80      0.94G      1.016      1.633     0.7038      1.267          8        640:   9%|▉         | 49/519 [00:24<02:37,  2.98it/s]
      24/80      0.94G      1.016      1.633     0.7038      1.267          8        640:  10%|▉         | 50/519 [00:24<02:22,  3.29it/s]
      24/80      0.94G       1.02      1.643     0.7114      1.269          9        640:  10%|▉         | 50/519 [00:24<02:22,  3.29it/s]
      24/80      0.94G       1.02      1.643     0.7114      1.269          9        640:  10%|▉         | 51/519 [00:24<02:11,  3.55it/s]
      24/80      0.94G      1.022      1.647     0.7142      1.271         12        640:  10%|▉         | 51/519 [00:25<02:11,  3.55it/s]
      24/80      0.94G      1.022      1.647     0.7142      1.271         12        640:  10%|█         | 52/519 [00:25<03:35,  2.17it/s]
      24/80      0.94G      1.025      1.658     0.7159      1.276          9        640:  10%|█         | 52/519 [00:25<03:35,  2.17it/s]
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      24/80      0.94G      1.024      1.663     0.7215      1.275         10        640:  10%|█         | 53/519 [00:26<03:04,  2.53it/s]
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      24/80      0.94G      1.028      1.662     0.7233      1.276         10        640:  10%|█         | 54/519 [00:26<03:42,  2.09it/s]
      24/80      0.94G      1.028      1.662     0.7233      1.276         10        640:  11%|█         | 55/519 [00:26<03:03,  2.53it/s]
      24/80      0.94G      1.027      1.663      0.721      1.277          6        640:  11%|█         | 55/519 [00:27<03:03,  2.53it/s]
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      24/80      0.94G      1.027       1.65     0.7189      1.277          5        640:  11%|█         | 56/519 [00:27<03:36,  2.14it/s]
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      24/80      0.94G      1.023      1.644     0.7181      1.274         11        640:  11%|█         | 57/519 [00:28<03:09,  2.44it/s]
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      24/80      0.94G      1.021      1.638      0.716       1.27         12        640:  11%|█         | 58/519 [00:28<04:50,  1.58it/s]
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      24/80      0.94G      1.016      1.639     0.7161      1.267         15        640:  11%|█▏        | 59/519 [00:29<03:51,  1.98it/s]
      24/80      0.94G      1.016      1.639     0.7161      1.267         15        640:  12%|█▏        | 60/519 [00:29<04:26,  1.73it/s]
      24/80      0.94G      1.017      1.646     0.7226      1.267          9        640:  12%|█▏        | 60/519 [00:30<04:26,  1.73it/s]
      24/80      0.94G      1.017      1.646     0.7226      1.267          9        640:  12%|█▏        | 61/519 [00:30<03:44,  2.04it/s]
      24/80      0.94G      1.023      1.654     0.7231      1.276         11        640:  12%|█▏        | 61/519 [00:30<03:44,  2.04it/s]
      24/80      0.94G      1.023      1.654     0.7231      1.276         11        640:  12%|█▏        | 62/519 [00:30<04:30,  1.69it/s]
      24/80      0.94G      1.023      1.665     0.7281      1.279          9        640:  12%|█▏        | 62/519 [00:31<04:30,  1.69it/s]
      24/80      0.94G      1.023      1.665     0.7281      1.279          9        640:  12%|█▏        | 63/519 [00:31<03:35,  2.11it/s]
      24/80      0.94G       1.03      1.671     0.7275      1.284         12        640:  12%|█▏        | 63/519 [00:31<03:35,  2.11it/s]
      24/80      0.94G       1.03      1.671     0.7275      1.284         12        640:  12%|█▏        | 64/519 [00:31<02:55,  2.60it/s]
      24/80      0.94G      1.037      1.667     0.7323      1.286          8        640:  12%|█▏        | 64/519 [00:31<02:55,  2.60it/s]
      24/80      0.94G      1.037      1.667     0.7323      1.286          8        640:  13%|█▎        | 65/519 [00:31<02:47,  2.72it/s]
      24/80      0.94G      1.035      1.667     0.7324      1.286          8        640:  13%|█▎        | 65/519 [00:32<02:47,  2.72it/s]
      24/80      0.94G      1.035      1.667     0.7324      1.286          8        640:  13%|█▎        | 66/519 [00:32<03:28,  2.18it/s]
      24/80      0.94G       1.04      1.677     0.7307      1.289          9        640:  13%|█▎        | 66/519 [00:32<03:28,  2.18it/s]
      24/80      0.94G       1.04      1.677     0.7307      1.289          9        640:  13%|█▎        | 67/519 [00:32<02:54,  2.59it/s]
      24/80      0.94G      1.035      1.668     0.7264      1.287          9        640:  13%|█▎        | 67/519 [00:32<02:54,  2.59it/s]
      24/80      0.94G      1.035      1.668     0.7264      1.287          9        640:  13%|█▎        | 68/519 [00:32<02:33,  2.94it/s]
      24/80      0.94G      1.036      1.672     0.7261      1.288          9        640:  13%|█▎        | 68/519 [00:32<02:33,  2.94it/s]
      24/80      0.94G      1.036      1.672     0.7261      1.288          9        640:  13%|█▎        | 69/519 [00:32<02:16,  3.30it/s]
      24/80      0.94G       1.04      1.673      0.728      1.291         11        640:  13%|█▎        | 69/519 [00:34<02:16,  3.30it/s]
      24/80      0.94G       1.04      1.673      0.728      1.291         11        640:  13%|█▎        | 70/519 [00:34<04:41,  1.59it/s]
      24/80      0.94G       1.04      1.681     0.7292      1.292          7        640:  13%|█▎        | 70/519 [00:34<04:41,  1.59it/s]
      24/80      0.94G       1.04      1.681     0.7292      1.292          7        640:  14%|█▎        | 71/519 [00:34<03:46,  1.98it/s]
      24/80      0.94G      1.041      1.687       0.73      1.293         12        640:  14%|█▎        | 71/519 [00:34<03:46,  1.98it/s]
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      24/80      0.94G      1.046       1.73      0.734      1.295          8        640:  14%|█▍        | 72/519 [00:34<03:14,  2.30it/s]
      24/80      0.94G      1.046       1.73      0.734      1.295          8        640:  14%|█▍        | 73/519 [00:34<02:45,  2.69it/s]
      24/80      0.94G      1.048      1.727     0.7339      1.298          8        640:  14%|█▍        | 73/519 [00:36<02:45,  2.69it/s]
      24/80      0.94G      1.048      1.727     0.7339      1.298          8        640:  14%|█▍        | 74/519 [00:36<04:16,  1.74it/s]
      24/80      0.94G      1.045      1.729     0.7344      1.297          9        640:  14%|█▍        | 74/519 [00:36<04:16,  1.74it/s]
      24/80      0.94G      1.045      1.729     0.7344      1.297          9        640:  14%|█▍        | 75/519 [00:36<03:31,  2.10it/s]
      24/80      0.94G      1.044      1.721     0.7313      1.295          7        640:  14%|█▍        | 75/519 [00:36<03:31,  2.10it/s]
      24/80      0.94G      1.044      1.721     0.7313      1.295          7        640:  15%|█▍        | 76/519 [00:36<02:55,  2.53it/s]
      24/80      0.94G      1.041      1.719     0.7297      1.293          9        640:  15%|█▍        | 76/519 [00:36<02:55,  2.53it/s]
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      24/80      0.94G      1.042       1.72     0.7297      1.292         13        640:  15%|█▍        | 77/519 [00:38<02:44,  2.69it/s]
      24/80      0.94G      1.042       1.72     0.7297      1.292         13        640:  15%|█▌        | 78/519 [00:38<04:43,  1.56it/s]
      24/80      0.94G      1.046      1.725     0.7299      1.294         12        640:  15%|█▌        | 78/519 [00:38<04:43,  1.56it/s]
      24/80      0.94G      1.046      1.725     0.7299      1.294         12        640:  15%|█▌        | 79/519 [00:38<03:51,  1.90it/s]
      24/80      0.94G      1.048      1.722      0.728      1.295         11        640:  15%|█▌        | 79/519 [00:38<03:51,  1.90it/s]
      24/80      0.94G      1.048      1.722      0.728      1.295         11        640:  15%|█▌        | 80/519 [00:38<03:15,  2.24it/s]
      24/80      0.94G      1.043      1.716     0.7268      1.292         10        640:  15%|█▌        | 80/519 [00:38<03:15,  2.24it/s]
      24/80      0.94G      1.043      1.716     0.7268      1.292         10        640:  16%|█▌        | 81/519 [00:38<02:46,  2.63it/s]
      24/80      0.94G      1.039      1.705     0.7244      1.292          5        640:  16%|█▌        | 81/519 [00:40<02:46,  2.63it/s]
      24/80      0.94G      1.039      1.705     0.7244      1.292          5        640:  16%|█▌        | 82/519 [00:40<05:34,  1.31it/s]
      24/80      0.94G      1.038      1.706     0.7263      1.292         10        640:  16%|█▌        | 82/519 [00:40<05:34,  1.31it/s]
      24/80      0.94G      1.038      1.706     0.7263      1.292         10        640:  16%|█▌        | 83/519 [00:40<04:11,  1.74it/s]
      24/80      0.94G      1.037       1.71     0.7292      1.293         12        640:  16%|█▌        | 83/519 [00:40<04:11,  1.74it/s]
      24/80      0.94G      1.037       1.71     0.7292      1.293         12        640:  16%|█▌        | 84/519 [00:40<03:23,  2.14it/s]
      24/80      0.94G      1.036      1.704     0.7282      1.291         13        640:  16%|█▌        | 84/519 [00:41<03:23,  2.14it/s]
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      24/80      0.94G      1.033      1.698     0.7244      1.288          8        640:  16%|█▋        | 85/519 [00:42<02:52,  2.51it/s]
      24/80      0.94G      1.033      1.698     0.7244      1.288          8        640:  17%|█▋        | 86/519 [00:42<04:06,  1.76it/s]
      24/80      0.94G      1.032      1.696     0.7236      1.286         14        640:  17%|█▋        | 86/519 [00:42<04:06,  1.76it/s]
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      24/80      0.94G      1.031      1.694     0.7231      1.286         11        640:  17%|█▋        | 87/519 [00:42<03:18,  2.17it/s]
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      24/80      0.94G      1.036      1.687     0.7225      1.287          7        640:  17%|█▋        | 88/519 [00:42<02:57,  2.43it/s]
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      24/80      0.94G      1.034      1.689     0.7206      1.285         10        640:  17%|█▋        | 89/519 [00:43<02:31,  2.84it/s]
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      24/80      0.94G      1.033      1.691      0.722      1.286          8        640:  17%|█▋        | 90/519 [00:43<03:27,  2.07it/s]
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      24/80      0.94G      1.033      1.693     0.7223      1.284          8        640:  18%|█▊        | 92/519 [00:44<02:45,  2.59it/s]
      24/80      0.94G      1.033      1.693     0.7223      1.284          8        640:  18%|█▊        | 93/519 [00:44<02:27,  2.90it/s]
      24/80      0.94G      1.039      1.692     0.7219      1.288          5        640:  18%|█▊        | 93/519 [00:45<02:27,  2.90it/s]
      24/80      0.94G      1.039      1.692     0.7219      1.288          5        640:  18%|█▊        | 94/519 [00:45<04:13,  1.67it/s]
      24/80      0.94G      1.039      1.691     0.7237      1.287         12        640:  18%|█▊        | 94/519 [00:45<04:13,  1.67it/s]
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      24/80      0.94G      1.038      1.702     0.7229      1.286          8        640:  18%|█▊        | 95/519 [00:46<03:25,  2.06it/s]
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      24/80      0.94G      1.037      1.701     0.7237      1.285          7        640:  18%|█▊        | 96/519 [00:46<02:56,  2.40it/s]
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      24/80      0.94G      1.035      1.696     0.7219      1.283         10        640:  19%|█▊        | 97/519 [00:47<03:21,  2.10it/s]
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      24/80      0.94G      1.035      1.709     0.7264      1.285          9        640:  95%|█████████▍| 491/519 [03:50<00:19,  1.47it/s]
      24/80      0.94G      1.035      1.709     0.7264      1.285          9        640:  95%|█████████▍| 492/519 [03:50<00:15,  1.71it/s]
      24/80      0.94G      1.035      1.709     0.7265      1.285         10        640:  95%|█████████▍| 492/519 [03:50<00:15,  1.71it/s]
      24/80      0.94G      1.035      1.709     0.7265      1.285         10        640:  95%|█████████▍| 493/519 [03:50<00:15,  1.71it/s]
      24/80      0.94G      1.035      1.709      0.726      1.285         12        640:  95%|█████████▍| 493/519 [03:50<00:15,  1.71it/s]
      24/80      0.94G      1.035      1.709      0.726      1.285         12        640:  95%|█████████▌| 494/519 [03:50<00:12,  2.05it/s]
      24/80      0.94G      1.035      1.709     0.7259      1.285          6        640:  95%|█████████▌| 494/519 [03:51<00:12,  2.05it/s]
      24/80      0.94G      1.035      1.709     0.7259      1.285          6        640:  95%|█████████▌| 495/519 [03:51<00:12,  1.92it/s]
      24/80      0.94G      1.036       1.71     0.7266      1.285          9        640:  95%|█████████▌| 495/519 [03:51<00:12,  1.92it/s]
      24/80      0.94G      1.036       1.71     0.7266      1.285          9        640:  96%|█████████▌| 496/519 [03:51<00:10,  2.24it/s]
      24/80      0.94G      1.036       1.71     0.7269      1.285          6        640:  96%|█████████▌| 496/519 [03:52<00:10,  2.24it/s]
      24/80      0.94G      1.036       1.71     0.7269      1.285          6        640:  96%|█████████▌| 497/519 [03:52<00:13,  1.58it/s]
      24/80      0.94G      1.035      1.709     0.7269      1.285         10        640:  96%|█████████▌| 497/519 [03:53<00:13,  1.58it/s]
      24/80      0.94G      1.035      1.709     0.7269      1.285         10        640:  96%|█████████▌| 498/519 [03:53<00:10,  1.97it/s]
      24/80      0.94G      1.035      1.709     0.7266      1.285         11        640:  96%|█████████▌| 498/519 [03:53<00:10,  1.97it/s]
      24/80      0.94G      1.035      1.709     0.7266      1.285         11        640:  96%|█████████▌| 499/519 [03:53<00:08,  2.29it/s]
      24/80      0.94G      1.035       1.71     0.7267      1.285         10        640:  96%|█████████▌| 499/519 [03:53<00:08,  2.29it/s]
      24/80      0.94G      1.035       1.71     0.7267      1.285         10        640:  96%|█████████▋| 500/519 [03:53<00:06,  2.75it/s]
      24/80      0.94G      1.036       1.71     0.7271      1.285          9        640:  96%|█████████▋| 500/519 [03:54<00:06,  2.75it/s]
      24/80      0.94G      1.036       1.71     0.7271      1.285          9        640:  97%|█████████▋| 501/519 [03:54<00:12,  1.43it/s]
      24/80      0.94G      1.037      1.712     0.7282      1.285         10        640:  97%|█████████▋| 501/519 [03:55<00:12,  1.43it/s]
      24/80      0.94G      1.037      1.712     0.7282      1.285         10        640:  97%|█████████▋| 502/519 [03:55<00:09,  1.83it/s]
      24/80      0.94G      1.037      1.714     0.7285      1.285          8        640:  97%|█████████▋| 502/519 [03:55<00:09,  1.83it/s]
      24/80      0.94G      1.037      1.714     0.7285      1.285          8        640:  97%|█████████▋| 503/519 [03:55<00:07,  2.13it/s]
      24/80      0.94G      1.036      1.713     0.7284      1.285          7        640:  97%|█████████▋| 503/519 [03:55<00:07,  2.13it/s]
      24/80      0.94G      1.036      1.713     0.7284      1.285          7        640:  97%|█████████▋| 504/519 [03:55<00:05,  2.50it/s]
      24/80      0.94G      1.036      1.713     0.7282      1.285          6        640:  97%|█████████▋| 504/519 [03:57<00:05,  2.50it/s]
      24/80      0.94G      1.036      1.713     0.7282      1.285          6        640:  97%|█████████▋| 505/519 [03:57<00:09,  1.41it/s]
      24/80      0.94G      1.036      1.712     0.7286      1.285         10        640:  97%|█████████▋| 505/519 [03:57<00:09,  1.41it/s]
      24/80      0.94G      1.036      1.712     0.7286      1.285         10        640:  97%|█████████▋| 506/519 [03:57<00:07,  1.78it/s]
      24/80      0.94G      1.036      1.712     0.7283      1.285         10        640:  97%|█████████▋| 506/519 [03:57<00:07,  1.78it/s]
      24/80      0.94G      1.036      1.712     0.7283      1.285         10        640:  98%|█████████▊| 507/519 [03:57<00:06,  1.83it/s]
      24/80      0.94G      1.037      1.713     0.7287      1.285         14        640:  98%|█████████▊| 507/519 [03:58<00:06,  1.83it/s]
      24/80      0.94G      1.037      1.713     0.7287      1.285         14        640:  98%|█████████▊| 508/519 [03:58<00:05,  2.10it/s]
      24/80      0.94G      1.038      1.714     0.7295      1.286          9        640:  98%|█████████▊| 508/519 [03:58<00:05,  2.10it/s]
      24/80      0.94G      1.038      1.714     0.7295      1.286          9        640:  98%|█████████▊| 509/519 [03:58<00:04,  2.45it/s]
      24/80      0.94G      1.037      1.714     0.7292      1.286         12        640:  98%|█████████▊| 509/519 [03:58<00:04,  2.45it/s]
      24/80      0.94G      1.037      1.714     0.7292      1.286         12        640:  98%|█████████▊| 510/519 [03:58<00:03,  2.82it/s]
      24/80      0.94G      1.037      1.714     0.7289      1.286         10        640:  98%|█████████▊| 510/519 [04:00<00:03,  2.82it/s]
      24/80      0.94G      1.037      1.714     0.7289      1.286         10        640:  98%|█████████▊| 511/519 [04:00<00:06,  1.24it/s]
      24/80      0.94G      1.037      1.714     0.7286      1.285         10        640:  98%|█████████▊| 511/519 [04:00<00:06,  1.24it/s]
      24/80      0.94G      1.037      1.714     0.7286      1.285         10        640:  99%|█████████▊| 512/519 [04:00<00:04,  1.60it/s]
      24/80      0.94G      1.037      1.714     0.7285      1.286          5        640:  99%|█████████▊| 512/519 [04:00<00:04,  1.60it/s]
      24/80      0.94G      1.037      1.714     0.7285      1.286          5        640:  99%|█████████▉| 513/519 [04:00<00:02,  2.01it/s]
      24/80      0.94G      1.037      1.715     0.7286      1.287          9        640:  99%|█████████▉| 513/519 [04:01<00:02,  2.01it/s]
      24/80      0.94G      1.037      1.715     0.7286      1.287          9        640:  99%|█████████▉| 514/519 [04:01<00:02,  2.40it/s]
      24/80      0.94G      1.038      1.715     0.7286      1.287          9        640:  99%|█████████▉| 514/519 [04:01<00:02,  2.40it/s]
      24/80      0.94G      1.038      1.715     0.7286      1.287          9        640:  99%|█████████▉| 515/519 [04:01<00:01,  2.89it/s]
      24/80      0.94G      1.037      1.713      0.728      1.287          4        640:  99%|█████████▉| 515/519 [04:01<00:01,  2.89it/s]
      24/80      0.94G      1.037      1.713      0.728      1.287         11        640:  99%|█████████▉| 515/519 [04:01<00:01,  2.89it/s]
      24/80      0.94G      1.037      1.713      0.728      1.287         11        640: 100%|█████████▉| 517/519 [04:01<00:00,  4.39it/s]
      24/80      0.94G      1.037      1.713      0.728      1.286         10        640: 100%|█████████▉| 517/519 [04:01<00:00,  4.39it/s]
      24/80      0.94G      1.037      1.713      0.728      1.286         10        640: 100%|█████████▉| 518/519 [04:01<00:00,  4.97it/s]
      24/80      0.94G      1.036      1.713     0.7275      1.286          7        640: 100%|█████████▉| 518/519 [04:01<00:00,  4.97it/s]
      24/80      0.94G      1.036      1.713     0.7275      1.286          7        640: 100%|██████████| 519/519 [04:01<00:00,  4.33it/s]
      24/80      0.94G      1.036      1.713     0.7275      1.286          7        640: 100%|██████████| 519/519 [04:02<00:00,  2.14it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:47,  6.37s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<03:00,  2.86s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:46,  1.72s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:10,  1.16s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<00:58,  1.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:50,  1.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:44,  1.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:37,  1.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:32,  1.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:27,  2.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:23,  2.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:22,  2.31it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:23,  2.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:24,  2.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:24,  1.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:24,  1.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:24,  1.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:26,  1.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:26,  1.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:21,  1.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:18<00:18,  2.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:15,  2.60it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:12,  3.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:08,  4.27it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:07,  4.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:19<00:06,  5.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:19<00:05,  5.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:05,  6.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:04,  6.88it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:20<00:03,  7.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:20<00:03,  7.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:03,  6.46it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:21<00:03,  6.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:21<00:03,  6.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  6.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:22<00:01,  7.43it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  82%|████████▏ | 53/65 [00:22<00:01,  8.48it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:22<00:01,  8.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  9.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.48it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:23<00:00,  9.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:23<00:00,  9.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.75it/s]
-                   all        519        519       0.98      0.943      0.984      0.729      0.984      0.947      0.986      0.702
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
      25/80      0.94G      1.063      1.416     0.6002      1.349          8        640:   0%|          | 0/519 [00:02<?, ?it/s]
      25/80      0.94G      1.063      1.416     0.6002      1.349          8        640:   0%|          | 1/519 [00:02<23:51,  2.76s/it]
      25/80      0.94G     0.9625      1.501     0.6484      1.224         13        640:   0%|          | 1/519 [00:03<23:51,  2.76s/it]
      25/80      0.94G     0.9625      1.501     0.6484      1.224         13        640:   0%|          | 2/519 [00:03<11:10,  1.30s/it]
      25/80      0.94G      0.967      1.526     0.6552      1.227          9        640:   0%|          | 2/519 [00:03<11:10,  1.30s/it]
      25/80      0.94G      0.967      1.526     0.6552      1.227          9        640:   1%|          | 3/519 [00:03<06:50,  1.26it/s]
      25/80      0.94G          1      1.613     0.6819      1.243          9        640:   1%|          | 3/519 [00:03<06:50,  1.26it/s]
      25/80      0.94G          1      1.613     0.6819      1.243          9        640:   1%|          | 4/519 [00:03<04:58,  1.73it/s]
      25/80      0.94G     0.9566      1.513     0.6694      1.248          6        640:   1%|          | 4/519 [00:04<04:58,  1.73it/s]
      25/80      0.94G     0.9566      1.513     0.6694      1.248          6        640:   1%|          | 5/519 [00:04<06:27,  1.33it/s]
      25/80      0.94G     0.9542      1.503     0.6597       1.27         10        640:   1%|          | 5/519 [00:04<06:27,  1.33it/s]
      25/80      0.94G     0.9542      1.503     0.6597       1.27         10        640:   1%|          | 6/519 [00:04<04:55,  1.73it/s]
      25/80      0.94G     0.9844      1.535     0.6657      1.277         13        640:   1%|          | 6/519 [00:05<04:55,  1.73it/s]
      25/80      0.94G     0.9844      1.535     0.6657      1.277         13        640:   1%|▏         | 7/519 [00:05<04:05,  2.09it/s]
      25/80      0.94G      1.023      1.579     0.6991      1.298         11        640:   1%|▏         | 7/519 [00:05<04:05,  2.09it/s]
      25/80      0.94G      1.023      1.579     0.6991      1.298         11        640:   2%|▏         | 8/519 [00:05<03:38,  2.34it/s]
      25/80      0.94G      1.026      1.655      0.698      1.285         12        640:   2%|▏         | 8/519 [00:05<03:38,  2.34it/s]
      25/80      0.94G      1.026      1.655      0.698      1.285         12        640:   2%|▏         | 9/519 [00:05<04:09,  2.04it/s]
      25/80      0.94G      1.023      1.672     0.7155      1.284         12        640:   2%|▏         | 9/519 [00:06<04:09,  2.04it/s]
      25/80      0.94G      1.023      1.672     0.7155      1.284         12        640:   2%|▏         | 10/519 [00:06<03:27,  2.45it/s]
      25/80      0.94G      1.058      1.658     0.7467      1.309          8        640:   2%|▏         | 10/519 [00:06<03:27,  2.45it/s]
      25/80      0.94G      1.058      1.658     0.7467      1.309          8        640:   2%|▏         | 11/519 [00:06<03:05,  2.74it/s]
      25/80      0.94G      1.039      1.643       0.73      1.282         13        640:   2%|▏         | 11/519 [00:06<03:05,  2.74it/s]
      25/80      0.94G      1.039      1.643       0.73      1.282         13        640:   2%|▏         | 12/519 [00:06<02:40,  3.15it/s]
      25/80      0.94G      1.027      1.639     0.7223      1.268         12        640:   2%|▏         | 12/519 [00:08<02:40,  3.15it/s]
      25/80      0.94G      1.027      1.639     0.7223      1.268         12        640:   3%|▎         | 13/519 [00:08<06:21,  1.33it/s]
      25/80      0.94G      1.017      1.647     0.7128      1.252         11        640:   3%|▎         | 13/519 [00:08<06:21,  1.33it/s]
      25/80      0.94G      1.017      1.647     0.7128      1.252         11        640:   3%|▎         | 14/519 [00:08<04:58,  1.69it/s]
      25/80      0.94G      1.025      1.636     0.7047      1.252         11        640:   3%|▎         | 14/519 [00:08<04:58,  1.69it/s]
      25/80      0.94G      1.025      1.636     0.7047      1.252         11        640:   3%|▎         | 15/519 [00:08<04:06,  2.04it/s]
      25/80      0.94G      1.038        1.6     0.7064      1.254          9        640:   3%|▎         | 15/519 [00:09<04:06,  2.04it/s]
      25/80      0.94G      1.038        1.6     0.7064      1.254          9        640:   3%|▎         | 16/519 [00:09<03:32,  2.36it/s]
      25/80      0.94G      1.024       1.62     0.6982       1.24         14        640:   3%|▎         | 16/519 [00:10<03:32,  2.36it/s]
      25/80      0.94G      1.024       1.62     0.6982       1.24         14        640:   3%|▎         | 17/519 [00:10<05:09,  1.62it/s]
      25/80      0.94G      1.029      1.634     0.6987      1.242         11        640:   3%|▎         | 17/519 [00:10<05:09,  1.62it/s]
      25/80      0.94G      1.029      1.634     0.6987      1.242         11        640:   3%|▎         | 18/519 [00:10<04:11,  1.99it/s]
      25/80      0.94G      1.031      1.635      0.699      1.249         10        640:   3%|▎         | 18/519 [00:10<04:11,  1.99it/s]
      25/80      0.94G      1.031      1.635      0.699      1.249         10        640:   4%|▎         | 19/519 [00:10<03:28,  2.39it/s]
      25/80      0.94G      1.018      1.629      0.698       1.24         10        640:   4%|▎         | 19/519 [00:10<03:28,  2.39it/s]
      25/80      0.94G      1.018      1.629      0.698       1.24         10        640:   4%|▍         | 20/519 [00:10<03:01,  2.75it/s]
      25/80      0.94G      1.017       1.64     0.6993      1.238         12        640:   4%|▍         | 20/519 [00:11<03:01,  2.75it/s]
      25/80      0.94G      1.017       1.64     0.6993      1.238         12        640:   4%|▍         | 21/519 [00:11<03:20,  2.49it/s]
      25/80      0.94G      1.017      1.651     0.7061       1.24          6        640:   4%|▍         | 21/519 [00:11<03:20,  2.49it/s]
      25/80      0.94G      1.017      1.651     0.7061       1.24          6        640:   4%|▍         | 22/519 [00:11<03:06,  2.66it/s]
      25/80      0.94G      1.005      1.636     0.6986      1.232         10        640:   4%|▍         | 22/519 [00:12<03:06,  2.66it/s]
      25/80      0.94G      1.005      1.636     0.6986      1.232         10        640:   4%|▍         | 23/519 [00:12<03:56,  2.10it/s]
      25/80      0.94G      1.002      1.623     0.6913       1.23         12        640:   4%|▍         | 23/519 [00:12<03:56,  2.10it/s]
      25/80      0.94G      1.002      1.623     0.6913       1.23         12        640:   5%|▍         | 24/519 [00:12<03:18,  2.49it/s]
      25/80      0.94G      1.001      1.623     0.6949      1.233          8        640:   5%|▍         | 24/519 [00:14<03:18,  2.49it/s]
      25/80      0.94G      1.001      1.623     0.6949      1.233          8        640:   5%|▍         | 25/519 [00:14<05:31,  1.49it/s]
      25/80      0.94G      1.002      1.617     0.6943      1.237         11        640:   5%|▍         | 25/519 [00:14<05:31,  1.49it/s]
      25/80      0.94G      1.002      1.617     0.6943      1.237         11        640:   5%|▌         | 26/519 [00:14<04:30,  1.82it/s]
      25/80      0.94G          1      1.618     0.6884      1.234          8        640:   5%|▌         | 26/519 [00:14<04:30,  1.82it/s]
      25/80      0.94G          1      1.618     0.6884      1.234          8        640:   5%|▌         | 27/519 [00:14<03:55,  2.09it/s]
      25/80      0.94G     0.9977      1.626     0.6942      1.234         12        640:   5%|▌         | 27/519 [00:14<03:55,  2.09it/s]
      25/80      0.94G     0.9977      1.626     0.6942      1.234         12        640:   5%|▌         | 28/519 [00:14<03:18,  2.47it/s]
      25/80      0.94G     0.9962      1.621      0.691      1.239         10        640:   5%|▌         | 28/519 [00:15<03:18,  2.47it/s]
      25/80      0.94G     0.9962      1.621      0.691      1.239         10        640:   6%|▌         | 29/519 [00:15<04:54,  1.66it/s]
      25/80      0.94G      1.001      1.633     0.6965       1.25          7        640:   6%|▌         | 29/519 [00:16<04:54,  1.66it/s]
      25/80      0.94G      1.001      1.633     0.6965       1.25          7        640:   6%|▌         | 30/519 [00:16<04:04,  2.00it/s]
      25/80      0.94G      1.006       1.64      0.703      1.258          8        640:   6%|▌         | 30/519 [00:16<04:04,  2.00it/s]
      25/80      0.94G      1.006       1.64      0.703      1.258          8        640:   6%|▌         | 31/519 [00:16<03:18,  2.46it/s]
      25/80      0.94G      1.012      1.633     0.7011      1.265          9        640:   6%|▌         | 31/519 [00:16<03:18,  2.46it/s]
      25/80      0.94G      1.012      1.633     0.7011      1.265          9        640:   6%|▌         | 32/519 [00:16<03:02,  2.67it/s]
      25/80      0.94G      1.002       1.64     0.7033      1.262          7        640:   6%|▌         | 32/519 [00:17<03:02,  2.67it/s]
      25/80      0.94G      1.002       1.64     0.7033      1.262          7        640:   6%|▋         | 33/519 [00:17<04:36,  1.75it/s]
      25/80      0.94G      1.003      1.635     0.6997      1.261         10        640:   6%|▋         | 33/519 [00:18<04:36,  1.75it/s]
      25/80      0.94G      1.003      1.635     0.6997      1.261         10        640:   7%|▋         | 34/519 [00:18<04:04,  1.98it/s]
      25/80      0.94G      1.013      1.623     0.7042      1.264          6        640:   7%|▋         | 34/519 [00:18<04:04,  1.98it/s]
      25/80      0.94G      1.013      1.623     0.7042      1.264          6        640:   7%|▋         | 35/519 [00:18<03:15,  2.48it/s]
      25/80      0.94G      1.016      1.624      0.705      1.275         10        640:   7%|▋         | 35/519 [00:18<03:15,  2.48it/s]
      25/80      0.94G      1.016      1.624      0.705      1.275         10        640:   7%|▋         | 36/519 [00:18<02:52,  2.80it/s]
      25/80      0.94G      1.016      1.616     0.6999      1.276          6        640:   7%|▋         | 36/519 [00:19<02:52,  2.80it/s]
      25/80      0.94G      1.016      1.616     0.6999      1.276          6        640:   7%|▋         | 37/519 [00:19<03:52,  2.07it/s]
      25/80      0.94G      1.017      1.617     0.6974      1.278         11        640:   7%|▋         | 37/519 [00:19<03:52,  2.07it/s]
      25/80      0.94G      1.017      1.617     0.6974      1.278         11        640:   7%|▋         | 38/519 [00:19<03:57,  2.03it/s]
      25/80      0.94G      1.025       1.64     0.7023      1.278          9        640:   7%|▋         | 38/519 [00:20<03:57,  2.03it/s]
      25/80      0.94G      1.025       1.64     0.7023      1.278          9        640:   8%|▊         | 39/519 [00:20<03:47,  2.11it/s]
      25/80      0.94G      1.032       1.65     0.7124      1.282         11        640:   8%|▊         | 39/519 [00:20<03:47,  2.11it/s]
      25/80      0.94G      1.032       1.65     0.7124      1.282         11        640:   8%|▊         | 40/519 [00:20<03:17,  2.42it/s]
      25/80      0.94G      1.025      1.638     0.7053      1.279         10        640:   8%|▊         | 40/519 [00:20<03:17,  2.42it/s]
      25/80      0.94G      1.025      1.638     0.7053      1.279         10        640:   8%|▊         | 41/519 [00:20<03:39,  2.18it/s]
      25/80      0.94G      1.025      1.633     0.7099      1.286          8        640:   8%|▊         | 41/519 [00:21<03:39,  2.18it/s]
      25/80      0.94G      1.025      1.633     0.7099      1.286          8        640:   8%|▊         | 42/519 [00:21<03:06,  2.56it/s]
      25/80      0.94G      1.028      1.624     0.7105      1.285          9        640:   8%|▊         | 42/519 [00:21<03:06,  2.56it/s]
      25/80      0.94G      1.028      1.624     0.7105      1.285          9        640:   8%|▊         | 43/519 [00:21<03:27,  2.29it/s]
      25/80      0.94G      1.047      1.646     0.7135        1.3          6        640:   8%|▊         | 43/519 [00:22<03:27,  2.29it/s]
      25/80      0.94G      1.047      1.646     0.7135        1.3          6        640:   8%|▊         | 44/519 [00:22<03:00,  2.63it/s]
      25/80      0.94G      1.047      1.652     0.7135      1.301          9        640:   8%|▊         | 44/519 [00:23<03:00,  2.63it/s]
      25/80      0.94G      1.047      1.652     0.7135      1.301          9        640:   9%|▊         | 45/519 [00:23<04:30,  1.75it/s]
      25/80      0.94G      1.045      1.663     0.7201      1.296          9        640:   9%|▊         | 45/519 [00:23<04:30,  1.75it/s]
      25/80      0.94G      1.045      1.663     0.7201      1.296          9        640:   9%|▉         | 46/519 [00:23<03:50,  2.05it/s]
      25/80      0.94G      1.043      1.661     0.7182      1.295         11        640:   9%|▉         | 46/519 [00:23<03:50,  2.05it/s]
      25/80      0.94G      1.043      1.661     0.7182      1.295         11        640:   9%|▉         | 47/519 [00:23<03:17,  2.38it/s]
      25/80      0.94G      1.041       1.65     0.7166      1.293         10        640:   9%|▉         | 47/519 [00:23<03:17,  2.38it/s]
      25/80      0.94G      1.041       1.65     0.7166      1.293         10        640:   9%|▉         | 48/519 [00:23<02:43,  2.89it/s]
      25/80      0.94G      1.036      1.648     0.7138      1.291         14        640:   9%|▉         | 48/519 [00:24<02:43,  2.89it/s]
      25/80      0.94G      1.036      1.648     0.7138      1.291         14        640:   9%|▉         | 49/519 [00:24<04:25,  1.77it/s]
      25/80      0.94G      1.033      1.649     0.7103      1.287         10        640:   9%|▉         | 49/519 [00:24<04:25,  1.77it/s]
      25/80      0.94G      1.033      1.649     0.7103      1.287         10        640:  10%|▉         | 50/519 [00:24<03:28,  2.25it/s]
      25/80      0.94G       1.04      1.653     0.7124      1.288          8        640:  10%|▉         | 50/519 [00:25<03:28,  2.25it/s]
      25/80      0.94G       1.04      1.653     0.7124      1.288          8        640:  10%|▉         | 51/519 [00:25<03:07,  2.50it/s]
      25/80      0.94G      1.035      1.647      0.708      1.284         11        640:  10%|▉         | 51/519 [00:25<03:07,  2.50it/s]
      25/80      0.94G      1.035      1.647      0.708      1.284         11        640:  10%|█         | 52/519 [00:25<02:46,  2.80it/s]
      25/80      0.94G      1.037      1.646     0.7076      1.283          9        640:  10%|█         | 52/519 [00:26<02:46,  2.80it/s]
      25/80      0.94G      1.037      1.646     0.7076      1.283          9        640:  10%|█         | 53/519 [00:26<04:15,  1.82it/s]
      25/80      0.94G      1.043       1.65     0.7117       1.29         10        640:  10%|█         | 53/519 [00:26<04:15,  1.82it/s]
      25/80      0.94G      1.043       1.65     0.7117       1.29         10        640:  10%|█         | 54/519 [00:26<03:33,  2.18it/s]
      25/80      0.94G       1.04      1.651     0.7163      1.288          7        640:  10%|█         | 54/519 [00:27<03:33,  2.18it/s]
      25/80      0.94G       1.04      1.651     0.7163      1.288          7        640:  11%|█         | 55/519 [00:27<03:03,  2.54it/s]
      25/80      0.94G      1.047      1.649     0.7188      1.292         10        640:  11%|█         | 55/519 [00:27<03:03,  2.54it/s]
      25/80      0.94G      1.047      1.649     0.7188      1.292         10        640:  11%|█         | 56/519 [00:27<02:38,  2.92it/s]
      25/80      0.94G      1.045       1.64     0.7145      1.292          7        640:  11%|█         | 56/519 [00:27<02:38,  2.92it/s]
      25/80      0.94G      1.045       1.64     0.7145      1.292          7        640:  11%|█         | 57/519 [00:27<03:18,  2.33it/s]
      25/80      0.94G      1.042      1.639     0.7108      1.289         15        640:  11%|█         | 57/519 [00:29<03:18,  2.33it/s]
      25/80      0.94G      1.042      1.639     0.7108      1.289         15        640:  11%|█         | 58/519 [00:29<05:19,  1.44it/s]
      25/80      0.94G      1.046      1.646     0.7133      1.288          9        640:  11%|█         | 58/519 [00:29<05:19,  1.44it/s]
      25/80      0.94G      1.046      1.646     0.7133      1.288          9        640:  11%|█▏        | 59/519 [00:29<04:06,  1.86it/s]
      25/80      0.94G      1.048       1.65     0.7174      1.289         11        640:  11%|█▏        | 59/519 [00:29<04:06,  1.86it/s]
      25/80      0.94G      1.048       1.65     0.7174      1.289         11        640:  12%|█▏        | 60/519 [00:29<03:25,  2.24it/s]
      25/80      0.94G      1.051      1.644     0.7176      1.291          8        640:  12%|█▏        | 60/519 [00:29<03:25,  2.24it/s]
      25/80      0.94G      1.051      1.644     0.7176      1.291          8        640:  12%|█▏        | 61/519 [00:29<03:00,  2.54it/s]
      25/80      0.94G      1.044      1.649     0.7195      1.288          7        640:  12%|█▏        | 61/519 [00:30<03:00,  2.54it/s]
      25/80      0.94G      1.044      1.649     0.7195      1.288          7        640:  12%|█▏        | 62/519 [00:30<04:35,  1.66it/s]
      25/80      0.94G      1.038       1.64     0.7146      1.283          9        640:  12%|█▏        | 62/519 [00:31<04:35,  1.66it/s]
      25/80      0.94G      1.038       1.64     0.7146      1.283          9        640:  12%|█▏        | 63/519 [00:31<03:34,  2.13it/s]
      25/80      0.94G      1.039      1.639     0.7144      1.281         10        640:  12%|█▏        | 63/519 [00:31<03:34,  2.13it/s]
      25/80      0.94G      1.039      1.639     0.7144      1.281         10        640:  12%|█▏        | 64/519 [00:31<03:03,  2.48it/s]
      25/80      0.94G      1.041      1.644     0.7142      1.286          7        640:  12%|█▏        | 64/519 [00:32<03:03,  2.48it/s]
      25/80      0.94G      1.041      1.644     0.7142      1.286          7        640:  13%|█▎        | 65/519 [00:32<03:38,  2.07it/s]
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      25/80      0.94G      1.043      1.685     0.7307      1.294          8        640:  98%|█████████▊| 508/519 [03:50<00:04,  2.60it/s]
      25/80      0.94G      1.043      1.685     0.7307      1.294          8        640:  98%|█████████▊| 509/519 [03:50<00:03,  2.93it/s]
      25/80      0.94G      1.043      1.685     0.7306      1.294         13        640:  98%|█████████▊| 509/519 [03:52<00:03,  2.93it/s]
      25/80      0.94G      1.043      1.685     0.7306      1.294         13        640:  98%|█████████▊| 510/519 [03:52<00:05,  1.71it/s]
      25/80      0.94G      1.044      1.685     0.7309      1.294         14        640:  98%|█████████▊| 510/519 [03:52<00:05,  1.71it/s]
      25/80      0.94G      1.044      1.685     0.7309      1.294         14        640:  98%|█████████▊| 511/519 [03:52<00:03,  2.11it/s]
      25/80      0.94G      1.044      1.686     0.7313      1.295         12        640:  98%|█████████▊| 511/519 [03:52<00:03,  2.11it/s]
      25/80      0.94G      1.044      1.686     0.7313      1.295         12        640:  99%|█████████▊| 512/519 [03:52<00:03,  1.95it/s]
      25/80      0.94G      1.044      1.685     0.7309      1.294         10        640:  99%|█████████▊| 512/519 [03:53<00:03,  1.95it/s]
      25/80      0.94G      1.044      1.685     0.7309      1.294         10        640:  99%|█████████▉| 513/519 [03:53<00:02,  2.43it/s]
      25/80      0.94G      1.044      1.685      0.731      1.294         10        640:  99%|█████████▉| 513/519 [03:53<00:02,  2.43it/s]
      25/80      0.94G      1.044      1.685      0.731      1.294         10        640:  99%|█████████▉| 514/519 [03:53<00:02,  2.26it/s]
      25/80      0.94G      1.043      1.685      0.731      1.294          8        640:  99%|█████████▉| 514/519 [03:53<00:02,  2.26it/s]
      25/80      0.94G      1.043      1.685      0.731      1.294          8        640:  99%|█████████▉| 515/519 [03:53<00:01,  2.82it/s]
      25/80      0.94G      1.043      1.686     0.7313      1.294          9        640:  99%|█████████▉| 515/519 [03:54<00:01,  2.82it/s]
      25/80      0.94G      1.043      1.686     0.7313      1.294          9        640:  99%|█████████▉| 516/519 [03:54<00:01,  2.75it/s]
      25/80      0.94G      1.043      1.685     0.7313      1.293         14        640:  99%|█████████▉| 516/519 [03:54<00:01,  2.75it/s]
      25/80      0.94G      1.043      1.685     0.7313      1.293         14        640: 100%|█████████▉| 517/519 [03:54<00:00,  3.46it/s]
      25/80      0.94G      1.043      1.685     0.7313      1.293          8        640: 100%|█████████▉| 517/519 [03:54<00:00,  3.46it/s]
      25/80      0.94G      1.043      1.685     0.7311      1.293         11        640: 100%|█████████▉| 517/519 [03:54<00:00,  3.46it/s]
      25/80      0.94G      1.043      1.685     0.7311      1.293         11        640: 100%|██████████| 519/519 [03:54<00:00,  5.16it/s]
      25/80      0.94G      1.043      1.685     0.7311      1.293         11        640: 100%|██████████| 519/519 [03:54<00:00,  2.21it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:40,  6.26s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:54,  2.77s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:06<01:42,  1.66s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:11,  1.17s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:56,  1.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:42,  1.40it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:08<00:42,  1.36it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:37,  1.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:09<00:32,  1.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:27,  1.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:25,  2.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:25,  2.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:25,  2.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:24,  2.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:19,  2.62it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:12<00:14,  3.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:21,  2.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:13<00:24,  1.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:25,  1.82it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:25,  1.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:15<00:27,  1.58it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:28,  1.53it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:27,  1.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:23,  1.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:20,  1.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:15,  2.48it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:12,  3.08it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:08,  4.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:07,  4.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.47it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  5.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:05,  6.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:03,  6.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:04,  5.82it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.40it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  6.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.27it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.47it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  8.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:21<00:01,  8.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  9.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.42it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  92%|█████████▏| 60/65 [00:22<00:00,  9.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:22<00:00,  9.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  98%|█████████▊| 64/65 [00:22<00:00,  9.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.79it/s]
-                   all        519        519      0.944      0.949      0.977      0.704      0.937      0.942      0.971      0.684
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
      26/80      0.94G      1.436       2.47     0.9804      1.479         10        640:   0%|          | 0/519 [00:03<?, ?it/s]
      26/80      0.94G      1.436       2.47     0.9804      1.479         10        640:   0%|          | 1/519 [00:03<28:56,  3.35s/it]
      26/80      0.94G      1.195      1.946     0.8642      1.328         11        640:   0%|          | 1/519 [00:03<28:56,  3.35s/it]
      26/80      0.94G      1.195      1.946     0.8642      1.328         11        640:   0%|          | 2/519 [00:03<13:06,  1.52s/it]
      26/80      0.94G      1.198      1.955     0.8451       1.27          9        640:   0%|          | 2/519 [00:03<13:06,  1.52s/it]
      26/80      0.94G      1.198      1.955     0.8451       1.27          9        640:   1%|          | 3/519 [00:03<08:09,  1.05it/s]
      26/80      0.94G      1.087      1.912     0.7827      1.239         12        640:   1%|          | 3/519 [00:04<08:09,  1.05it/s]
      26/80      0.94G      1.087      1.912     0.7827      1.239         12        640:   1%|          | 4/519 [00:04<05:41,  1.51it/s]
      26/80      0.94G      1.089      1.857     0.8452        1.3          7        640:   1%|          | 4/519 [00:05<05:41,  1.51it/s]
      26/80      0.94G      1.089      1.857     0.8452        1.3          7        640:   1%|          | 5/519 [00:05<06:28,  1.32it/s]
      26/80      0.94G      1.034      1.749     0.7795      1.256         12        640:   1%|          | 5/519 [00:05<06:28,  1.32it/s]
      26/80      0.94G      1.034      1.749     0.7795      1.256         12        640:   1%|          | 6/519 [00:05<04:56,  1.73it/s]
      26/80      0.94G      1.062      1.897     0.7861      1.329          7        640:   1%|          | 6/519 [00:05<04:56,  1.73it/s]
      26/80      0.94G      1.062      1.897     0.7861      1.329          7        640:   1%|▏         | 7/519 [00:05<03:55,  2.17it/s]
      26/80      0.94G      1.035      1.873     0.7665      1.303         14        640:   1%|▏         | 7/519 [00:06<03:55,  2.17it/s]
      26/80      0.94G      1.035      1.873     0.7665      1.303         14        640:   2%|▏         | 8/519 [00:06<05:20,  1.60it/s]
      26/80      0.94G      1.003      1.839     0.7439      1.286          7        640:   2%|▏         | 8/519 [00:06<05:20,  1.60it/s]
      26/80      0.94G      1.003      1.839     0.7439      1.286          7        640:   2%|▏         | 9/519 [00:06<04:17,  1.98it/s]
      26/80      0.94G      1.012      1.793     0.7403      1.297          9        640:   2%|▏         | 9/519 [00:06<04:17,  1.98it/s]
      26/80      0.94G      1.012      1.793     0.7403      1.297          9        640:   2%|▏         | 10/519 [00:06<03:25,  2.48it/s]
      26/80      0.94G      1.016      1.825     0.7623      1.291          9        640:   2%|▏         | 10/519 [00:07<03:25,  2.48it/s]
      26/80      0.94G      1.016      1.825     0.7623      1.291          9        640:   2%|▏         | 11/519 [00:07<03:10,  2.66it/s]
      26/80      0.94G      1.016      1.838     0.7699      1.291         11        640:   2%|▏         | 11/519 [00:08<03:10,  2.66it/s]
      26/80      0.94G      1.016      1.838     0.7699      1.291         11        640:   2%|▏         | 12/519 [00:08<04:59,  1.69it/s]
      26/80      0.94G      1.032      1.823     0.8014      1.308          9        640:   2%|▏         | 12/519 [00:08<04:59,  1.69it/s]
      26/80      0.94G      1.032      1.823     0.8014      1.308          9        640:   3%|▎         | 13/519 [00:08<04:00,  2.10it/s]
      26/80      0.94G      1.062      1.823     0.8013      1.312         12        640:   3%|▎         | 13/519 [00:08<04:00,  2.10it/s]
      26/80      0.94G      1.062      1.823     0.8013      1.312         12        640:   3%|▎         | 14/519 [00:08<03:36,  2.33it/s]
      26/80      0.94G      1.067      1.805      0.797      1.315         12        640:   3%|▎         | 14/519 [00:09<03:36,  2.33it/s]
      26/80      0.94G      1.067      1.805      0.797      1.315         12        640:   3%|▎         | 15/519 [00:09<03:13,  2.60it/s]
      26/80      0.94G      1.064      1.791     0.7828        1.3         13        640:   3%|▎         | 15/519 [00:10<03:13,  2.60it/s]
      26/80      0.94G      1.064      1.791     0.7828        1.3         13        640:   3%|▎         | 16/519 [00:10<05:15,  1.59it/s]
      26/80      0.94G      1.062      1.775     0.7791      1.306          9        640:   3%|▎         | 16/519 [00:10<05:15,  1.59it/s]
      26/80      0.94G      1.062      1.775     0.7791      1.306          9        640:   3%|▎         | 17/519 [00:10<04:07,  2.03it/s]
      26/80      0.94G      1.061      1.751       0.77        1.3         14        640:   3%|▎         | 17/519 [00:10<04:07,  2.03it/s]
      26/80      0.94G      1.061      1.751       0.77        1.3         14        640:   3%|▎         | 18/519 [00:10<03:22,  2.48it/s]
      26/80      0.94G      1.066      1.756      0.765       1.31          9        640:   3%|▎         | 18/519 [00:10<03:22,  2.48it/s]
      26/80      0.94G      1.066      1.756      0.765       1.31          9        640:   4%|▎         | 19/519 [00:10<02:57,  2.82it/s]
      26/80      0.94G      1.061      1.749     0.7626      1.303         12        640:   4%|▎         | 19/519 [00:12<02:57,  2.82it/s]
      26/80      0.94G      1.061      1.749     0.7626      1.303         12        640:   4%|▍         | 20/519 [00:12<05:10,  1.61it/s]
      26/80      0.94G      1.055      1.729     0.7523        1.3          9        640:   4%|▍         | 20/519 [00:12<05:10,  1.61it/s]
      26/80      0.94G      1.055      1.729     0.7523        1.3          9        640:   4%|▍         | 21/519 [00:12<04:08,  2.00it/s]
      26/80      0.94G      1.075      1.732     0.7639      1.313          7        640:   4%|▍         | 21/519 [00:12<04:08,  2.00it/s]
      26/80      0.94G      1.075      1.732     0.7639      1.313          7        640:   4%|▍         | 22/519 [00:12<03:29,  2.37it/s]
      26/80      0.94G      1.065      1.714     0.7566      1.307          9        640:   4%|▍         | 22/519 [00:12<03:29,  2.37it/s]
      26/80      0.94G      1.065      1.714     0.7566      1.307          9        640:   4%|▍         | 23/519 [00:12<03:05,  2.67it/s]
      26/80      0.94G      1.066      1.693     0.7497      1.305          7        640:   4%|▍         | 23/519 [00:14<03:05,  2.67it/s]
      26/80      0.94G      1.066      1.693     0.7497      1.305          7        640:   5%|▍         | 24/519 [00:14<06:09,  1.34it/s]
      26/80      0.94G      1.057      1.704     0.7556      1.302          8        640:   5%|▍         | 24/519 [00:14<06:09,  1.34it/s]
      26/80      0.94G      1.057      1.704     0.7556      1.302          8        640:   5%|▍         | 25/519 [00:14<04:42,  1.75it/s]
      26/80      0.94G      1.054      1.692     0.7507      1.301         12        640:   5%|▍         | 25/519 [00:14<04:42,  1.75it/s]
      26/80      0.94G      1.054      1.692     0.7507      1.301         12        640:   5%|▌         | 26/519 [00:14<03:48,  2.16it/s]
      26/80      0.94G       1.05      1.682     0.7437      1.297          9        640:   5%|▌         | 26/519 [00:15<03:48,  2.16it/s]
      26/80      0.94G       1.05      1.682     0.7437      1.297          9        640:   5%|▌         | 27/519 [00:15<03:13,  2.54it/s]
      26/80      0.94G      1.046      1.675     0.7416      1.295         11        640:   5%|▌         | 27/519 [00:16<03:13,  2.54it/s]
      26/80      0.94G      1.046      1.675     0.7416      1.295         11        640:   5%|▌         | 28/519 [00:16<05:12,  1.57it/s]
      26/80      0.94G      1.051      1.668     0.7401      1.295         11        640:   5%|▌         | 28/519 [00:16<05:12,  1.57it/s]
      26/80      0.94G      1.051      1.668     0.7401      1.295         11        640:   6%|▌         | 29/519 [00:16<04:09,  1.96it/s]
      26/80      0.94G      1.044      1.669     0.7348      1.291         11        640:   6%|▌         | 29/519 [00:16<04:09,  1.96it/s]
      26/80      0.94G      1.044      1.669     0.7348      1.291         11        640:   6%|▌         | 30/519 [00:16<03:31,  2.31it/s]
      26/80      0.94G      1.034      1.654     0.7271      1.281          8        640:   6%|▌         | 30/519 [00:16<03:31,  2.31it/s]
      26/80      0.94G      1.034      1.654     0.7271      1.281          8        640:   6%|▌         | 31/519 [00:16<02:59,  2.72it/s]
      26/80      0.94G      1.036      1.656     0.7251      1.283          9        640:   6%|▌         | 31/519 [00:17<02:59,  2.72it/s]
      26/80      0.94G      1.036      1.656     0.7251      1.283          9        640:   6%|▌         | 32/519 [00:17<03:01,  2.69it/s]
      26/80      0.94G      1.035      1.651     0.7197       1.28         12        640:   6%|▌         | 32/519 [00:17<03:01,  2.69it/s]
      26/80      0.94G      1.035      1.651     0.7197       1.28         12        640:   6%|▋         | 33/519 [00:17<02:42,  3.00it/s]
      26/80      0.94G      1.033      1.655     0.7157      1.277         10        640:   6%|▋         | 33/519 [00:17<02:42,  3.00it/s]
      26/80      0.94G      1.033      1.655     0.7157      1.277         10        640:   7%|▋         | 34/519 [00:17<02:24,  3.35it/s]
      26/80      0.94G      1.028      1.655     0.7192      1.271         11        640:   7%|▋         | 34/519 [00:18<02:24,  3.35it/s]
      26/80      0.94G      1.028      1.655     0.7192      1.271         11        640:   7%|▋         | 35/519 [00:18<02:13,  3.63it/s]
      26/80      0.94G      1.027      1.655     0.7192      1.268         14        640:   7%|▋         | 35/519 [00:18<02:13,  3.63it/s]
      26/80      0.94G      1.027      1.655     0.7192      1.268         14        640:   7%|▋         | 36/519 [00:18<03:36,  2.23it/s]
      26/80      0.94G       1.03      1.652     0.7163      1.266         11        640:   7%|▋         | 36/519 [00:19<03:36,  2.23it/s]
      26/80      0.94G       1.03      1.652     0.7163      1.266         11        640:   7%|▋         | 37/519 [00:19<03:03,  2.63it/s]
      26/80      0.94G      1.029      1.649     0.7187      1.266          6        640:   7%|▋         | 37/519 [00:19<03:03,  2.63it/s]
      26/80      0.94G      1.029      1.649     0.7187      1.266          6        640:   7%|▋         | 38/519 [00:19<02:41,  2.98it/s]
      26/80      0.94G      1.021      1.636     0.7105       1.26          9        640:   7%|▋         | 38/519 [00:19<02:41,  2.98it/s]
      26/80      0.94G      1.021      1.636     0.7105       1.26          9        640:   8%|▊         | 39/519 [00:19<02:29,  3.21it/s]
      26/80      0.94G      1.034      1.655     0.7192      1.272          7        640:   8%|▊         | 39/519 [00:20<02:29,  3.21it/s]
      26/80      0.94G      1.034      1.655     0.7192      1.272          7        640:   8%|▊         | 40/519 [00:20<03:41,  2.16it/s]
      26/80      0.94G      1.027      1.656     0.7202      1.267          7        640:   8%|▊         | 40/519 [00:21<03:41,  2.16it/s]
      26/80      0.94G      1.027      1.656     0.7202      1.267          7        640:   8%|▊         | 41/519 [00:21<04:10,  1.91it/s]
      26/80      0.94G      1.017      1.645     0.7148      1.262          9        640:   8%|▊         | 41/519 [00:21<04:10,  1.91it/s]
      26/80      0.94G      1.017      1.645     0.7148      1.262          9        640:   8%|▊         | 42/519 [00:21<03:26,  2.31it/s]
      26/80      0.94G      1.011      1.643     0.7093      1.256         13        640:   8%|▊         | 42/519 [00:21<03:26,  2.31it/s]
      26/80      0.94G      1.011      1.643     0.7093      1.256         13        640:   8%|▊         | 43/519 [00:21<02:58,  2.67it/s]
      26/80      0.94G      1.016      1.646     0.7098      1.257         10        640:   8%|▊         | 43/519 [00:22<02:58,  2.67it/s]
      26/80      0.94G      1.016      1.646     0.7098      1.257         10        640:   8%|▊         | 44/519 [00:22<03:38,  2.18it/s]
      26/80      0.94G      1.011      1.639     0.7024      1.253          8        640:   8%|▊         | 44/519 [00:23<03:38,  2.18it/s]
      26/80      0.94G      1.011      1.639     0.7024      1.253          8        640:   9%|▊         | 45/519 [00:23<05:22,  1.47it/s]
      26/80      0.94G      1.006      1.631     0.6982      1.248         11        640:   9%|▊         | 45/519 [00:23<05:22,  1.47it/s]
      26/80      0.94G      1.006      1.631     0.6982      1.248         11        640:   9%|▉         | 46/519 [00:23<04:25,  1.78it/s]
      26/80      0.94G      1.007      1.632     0.7018      1.247         10        640:   9%|▉         | 46/519 [00:23<04:25,  1.78it/s]
      26/80      0.94G      1.007      1.632     0.7018      1.247         10        640:   9%|▉         | 47/519 [00:23<03:47,  2.07it/s]
      26/80      0.94G      1.007      1.626     0.6986      1.246          9        640:   9%|▉         | 47/519 [00:24<03:47,  2.07it/s]
      26/80      0.94G      1.007      1.626     0.6986      1.246          9        640:   9%|▉         | 48/519 [00:24<03:18,  2.38it/s]
      26/80      0.94G      1.007      1.625      0.697      1.244          6        640:   9%|▉         | 48/519 [00:25<03:18,  2.38it/s]
      26/80      0.94G      1.007      1.625      0.697      1.244          6        640:   9%|▉         | 49/519 [00:25<05:03,  1.55it/s]
      26/80      0.94G      1.002      1.619     0.6924      1.241          8        640:   9%|▉         | 49/519 [00:25<05:03,  1.55it/s]
      26/80      0.94G      1.002      1.619     0.6924      1.241          8        640:  10%|▉         | 50/519 [00:25<04:09,  1.88it/s]
      26/80      0.94G     0.9943      1.611       0.69      1.238          8        640:  10%|▉         | 50/519 [00:25<04:09,  1.88it/s]
      26/80      0.94G     0.9943      1.611       0.69      1.238          8        640:  10%|▉         | 51/519 [00:25<03:24,  2.29it/s]
      26/80      0.94G     0.9942       1.61     0.6891      1.237         11        640:  10%|▉         | 51/519 [00:26<03:24,  2.29it/s]
      26/80      0.94G     0.9942       1.61     0.6891      1.237         11        640:  10%|█         | 52/519 [00:26<02:55,  2.66it/s]
      26/80      0.94G     0.9931      1.602     0.6866      1.236         11        640:  10%|█         | 52/519 [00:26<02:55,  2.66it/s]
      26/80      0.94G     0.9931      1.602     0.6866      1.236         11        640:  10%|█         | 53/519 [00:26<04:01,  1.93it/s]
      26/80      0.94G     0.9947      1.598     0.6879      1.237         10        640:  10%|█         | 53/519 [00:27<04:01,  1.93it/s]
      26/80      0.94G     0.9947      1.598     0.6879      1.237         10        640:  10%|█         | 54/519 [00:27<03:20,  2.32it/s]
      26/80      0.94G      0.995      1.603     0.6909      1.236         10        640:  10%|█         | 54/519 [00:27<03:20,  2.32it/s]
      26/80      0.94G      0.995      1.603     0.6909      1.236         10        640:  11%|█         | 55/519 [00:27<02:58,  2.60it/s]
      26/80      0.94G     0.9963      1.605      0.692      1.235         13        640:  11%|█         | 55/519 [00:28<02:58,  2.60it/s]
      26/80      0.94G     0.9963      1.605      0.692      1.235         13        640:  11%|█         | 56/519 [00:28<03:36,  2.14it/s]
      26/80      0.94G     0.9929      1.601     0.6874      1.235          9        640:  11%|█         | 56/519 [00:28<03:36,  2.14it/s]
      26/80      0.94G     0.9929      1.601     0.6874      1.235          9        640:  11%|█         | 57/519 [00:28<03:23,  2.27it/s]
      26/80      0.94G     0.9922        1.6     0.6859      1.235          9        640:  11%|█         | 57/519 [00:28<03:23,  2.27it/s]
      26/80      0.94G     0.9922        1.6     0.6859      1.235          9        640:  11%|█         | 58/519 [00:28<02:53,  2.66it/s]
      26/80      0.94G     0.9909        1.6     0.6854      1.236         12        640:  11%|█         | 58/519 [00:29<02:53,  2.66it/s]
      26/80      0.94G     0.9909        1.6     0.6854      1.236         12        640:  11%|█▏        | 59/519 [00:29<02:43,  2.81it/s]
      26/80      0.94G     0.9908      1.604     0.6848      1.235         12        640:  11%|█▏        | 59/519 [00:30<02:43,  2.81it/s]
      26/80      0.94G     0.9908      1.604     0.6848      1.235         12        640:  12%|█▏        | 60/519 [00:30<05:07,  1.49it/s]
      26/80      0.94G     0.9882        1.6     0.6848      1.233         13        640:  12%|█▏        | 60/519 [00:30<05:07,  1.49it/s]
      26/80      0.94G     0.9882        1.6     0.6848      1.233         13        640:  12%|█▏        | 61/519 [00:30<04:02,  1.89it/s]
      26/80      0.94G     0.9888      1.599      0.686      1.234         11        640:  12%|█▏        | 61/519 [00:30<04:02,  1.89it/s]
      26/80      0.94G     0.9888      1.599      0.686      1.234         11        640:  12%|█▏        | 62/519 [00:30<03:33,  2.14it/s]
      26/80      0.94G     0.9897      1.602     0.6893      1.233          9        640:  12%|█▏        | 62/519 [00:31<03:33,  2.14it/s]
      26/80      0.94G     0.9897      1.602     0.6893      1.233          9        640:  12%|█▏        | 63/519 [00:31<02:54,  2.62it/s]
      26/80      0.94G     0.9882        1.6     0.6868      1.232         12        640:  12%|█▏        | 63/519 [00:31<02:54,  2.62it/s]
      26/80      0.94G     0.9882        1.6     0.6868      1.232         12        640:  12%|█▏        | 64/519 [00:31<03:27,  2.19it/s]
      26/80      0.94G     0.9901      1.602     0.6852      1.232          9        640:  12%|█▏        | 64/519 [00:32<03:27,  2.19it/s]
      26/80      0.94G     0.9901      1.602     0.6852      1.232          9        640:  13%|█▎        | 65/519 [00:32<03:23,  2.23it/s]
      26/80      0.94G      0.991      1.596     0.6858      1.232          7        640:  13%|█▎        | 65/519 [00:32<03:23,  2.23it/s]
      26/80      0.94G      0.991      1.596     0.6858      1.232          7        640:  13%|█▎        | 66/519 [00:32<02:54,  2.60it/s]
      26/80      0.94G     0.9876      1.593     0.6828       1.23         12        640:  13%|█▎        | 66/519 [00:32<02:54,  2.60it/s]
      26/80      0.94G     0.9876      1.593     0.6828       1.23         12        640:  13%|█▎        | 67/519 [00:32<02:26,  3.09it/s]
      26/80      0.94G     0.9929      1.604     0.6857      1.235         12        640:  13%|█▎        | 67/519 [00:33<02:26,  3.09it/s]
      26/80      0.94G     0.9929      1.604     0.6857      1.235         12        640:  13%|█▎        | 68/519 [00:33<04:13,  1.78it/s]
      26/80      0.94G      0.989      1.603     0.6827      1.234         10        640:  13%|█▎        | 68/519 [00:33<04:13,  1.78it/s]
      26/80      0.94G      0.989      1.603     0.6827      1.234         10        640:  13%|█▎        | 69/519 [00:33<03:30,  2.14it/s]
      26/80      0.94G     0.9847      1.599     0.6788       1.23         11        640:  13%|█▎        | 69/519 [00:34<03:30,  2.14it/s]
      26/80      0.94G     0.9847      1.599     0.6788       1.23         11        640:  13%|█▎        | 70/519 [00:34<02:59,  2.50it/s]
      26/80      0.94G     0.9939      1.602     0.6857      1.236          7        640:  13%|█▎        | 70/519 [00:34<02:59,  2.50it/s]
      26/80      0.94G     0.9939      1.602     0.6857      1.236          7        640:  14%|█▎        | 71/519 [00:34<02:40,  2.79it/s]
      26/80      0.94G     0.9923      1.603     0.6851      1.237         10        640:  14%|█▎        | 71/519 [00:35<02:40,  2.79it/s]
      26/80      0.94G     0.9923      1.603     0.6851      1.237         10        640:  14%|█▍        | 72/519 [00:35<05:08,  1.45it/s]
      26/80      0.94G     0.9934      1.604     0.6837      1.238         11        640:  14%|█▍        | 72/519 [00:36<05:08,  1.45it/s]
      26/80      0.94G     0.9934      1.604     0.6837      1.238         11        640:  14%|█▍        | 73/519 [00:36<04:05,  1.81it/s]
      26/80      0.94G     0.9967      1.603     0.6904      1.239          9        640:  14%|█▍        | 73/519 [00:36<04:05,  1.81it/s]
      26/80      0.94G     0.9967      1.603     0.6904      1.239          9        640:  14%|█▍        | 74/519 [00:36<03:25,  2.17it/s]
      26/80      0.94G     0.9965      1.598      0.689      1.238          8        640:  14%|█▍        | 74/519 [00:36<03:25,  2.17it/s]
      26/80      0.94G     0.9965      1.598      0.689      1.238          8        640:  14%|█▍        | 75/519 [00:36<03:05,  2.40it/s]
      26/80      0.94G     0.9977      1.603      0.693       1.24          7        640:  14%|█▍        | 75/519 [00:37<03:05,  2.40it/s]
      26/80      0.94G     0.9977      1.603      0.693       1.24          7        640:  15%|█▍        | 76/519 [00:37<04:16,  1.73it/s]
      26/80      0.94G     0.9937      1.601     0.6931      1.242          7        640:  15%|█▍        | 76/519 [00:37<04:16,  1.73it/s]
      26/80      0.94G     0.9937      1.601     0.6931      1.242          7        640:  15%|█▍        | 77/519 [00:37<03:28,  2.12it/s]
      26/80      0.94G     0.9964      1.603     0.6921      1.245          9        640:  15%|█▍        | 77/519 [00:38<03:28,  2.12it/s]
      26/80      0.94G     0.9964      1.603     0.6921      1.245          9        640:  15%|█▌        | 78/519 [00:38<03:09,  2.33it/s]
      26/80      0.94G     0.9983      1.605     0.6917      1.246         14        640:  15%|█▌        | 78/519 [00:38<03:09,  2.33it/s]
      26/80      0.94G     0.9983      1.605     0.6917      1.246         14        640:  15%|█▌        | 79/519 [00:38<02:46,  2.64it/s]
      26/80      0.94G     0.9955      1.603      0.689      1.243         12        640:  15%|█▌        | 79/519 [00:39<02:46,  2.64it/s]
      26/80      0.94G     0.9955      1.603      0.689      1.243         12        640:  15%|█▌        | 80/519 [00:39<03:14,  2.25it/s]
      26/80      0.94G     0.9937        1.6     0.6878      1.241         12        640:  15%|█▌        | 80/519 [00:39<03:14,  2.25it/s]
      26/80      0.94G     0.9937        1.6     0.6878      1.241         12        640:  16%|█▌        | 81/519 [00:39<02:50,  2.57it/s]
      26/80      0.94G     0.9947      1.607     0.6936      1.243          8        640:  16%|█▌        | 81/519 [00:39<02:50,  2.57it/s]
      26/80      0.94G     0.9947      1.607     0.6936      1.243          8        640:  16%|█▌        | 82/519 [00:39<02:27,  2.97it/s]
      26/80      0.94G     0.9943      1.606      0.694      1.244         11        640:  16%|█▌        | 82/519 [00:40<02:27,  2.97it/s]
      26/80      0.94G     0.9943      1.606      0.694      1.244         11        640:  16%|█▌        | 83/519 [00:40<04:00,  1.82it/s]
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      26/80      0.94G          1      1.633     0.6822      1.253         12        640:  29%|██▊       | 149/519 [01:09<02:30,  2.45it/s]
      26/80      0.94G     0.9986      1.631     0.6806      1.252          9        640:  29%|██▊       | 149/519 [01:10<02:30,  2.45it/s]
      26/80      0.94G     0.9986      1.631     0.6806      1.252          9        640:  29%|██▉       | 150/519 [01:10<02:11,  2.81it/s]
      26/80      0.94G      1.005      1.637     0.6847      1.255          6        640:  29%|██▉       | 150/519 [01:10<02:11,  2.81it/s]
      26/80      0.94G      1.005      1.637     0.6847      1.255          6        640:  29%|██▉       | 151/519 [01:10<02:01,  3.02it/s]
      26/80      0.94G      1.003      1.634     0.6834      1.254         10        640:  29%|██▉       | 151/519 [01:11<02:01,  3.02it/s]
      26/80      0.94G      1.003      1.634     0.6834      1.254         10        640:  29%|██▉       | 152/519 [01:11<04:03,  1.51it/s]
      26/80      0.94G      1.002      1.635     0.6833      1.254          7        640:  29%|██▉       | 152/519 [01:12<04:03,  1.51it/s]
      26/80      0.94G      1.002      1.635     0.6833      1.254          7        640:  29%|██▉       | 153/519 [01:12<03:06,  1.96it/s]
      26/80      0.94G      1.002      1.633     0.6824      1.254         10        640:  29%|██▉       | 153/519 [01:12<03:06,  1.96it/s]
      26/80      0.94G      1.002      1.633     0.6824      1.254         10        640:  30%|██▉       | 154/519 [01:12<02:28,  2.46it/s]
      26/80      0.94G      1.001      1.631      0.681      1.254         10        640:  30%|██▉       | 154/519 [01:12<02:28,  2.46it/s]
      26/80      0.94G      1.001      1.631      0.681      1.254         10        640:  30%|██▉       | 155/519 [01:12<02:08,  2.83it/s]
      26/80      0.94G     0.9998      1.631      0.681      1.254         11        640:  30%|██▉       | 155/519 [01:13<02:08,  2.83it/s]
      26/80      0.94G     0.9998      1.631      0.681      1.254         11        640:  30%|███       | 156/519 [01:13<03:06,  1.95it/s]
      26/80      0.94G      1.001      1.634     0.6815      1.255          7        640:  30%|███       | 156/519 [01:13<03:06,  1.95it/s]
      26/80      0.94G      1.001      1.634     0.6815      1.255          7        640:  30%|███       | 157/519 [01:13<02:36,  2.32it/s]
      26/80      0.94G          1      1.632     0.6806      1.254         11        640:  30%|███       | 157/519 [01:13<02:36,  2.32it/s]
      26/80      0.94G          1      1.632     0.6806      1.254         11        640:  30%|███       | 158/519 [01:13<02:21,  2.55it/s]
      26/80      0.94G          1      1.631     0.6801      1.254          7        640:  30%|███       | 158/519 [01:13<02:21,  2.55it/s]
      26/80      0.94G          1      1.631     0.6801      1.254          7        640:  31%|███       | 159/519 [01:13<01:50,  3.25it/s]
      26/80      0.94G     0.9995      1.629     0.6789      1.254          9        640:  31%|███       | 159/519 [01:15<01:50,  3.25it/s]
      26/80      0.94G     0.9995      1.629     0.6789      1.254          9        640:  31%|███       | 160/519 [01:15<03:11,  1.88it/s]
      26/80      0.94G      1.001      1.631     0.6779      1.256          6        640:  31%|███       | 160/519 [01:15<03:11,  1.88it/s]
      26/80      0.94G      1.001      1.631     0.6779      1.256          6        640:  31%|███       | 161/519 [01:15<02:57,  2.02it/s]
      26/80      0.94G          1      1.628     0.6773      1.255         11        640:  31%|███       | 161/519 [01:15<02:57,  2.02it/s]
      26/80      0.94G          1      1.628     0.6773      1.255         11        640:  31%|███       | 162/519 [01:15<02:29,  2.39it/s]
      26/80      0.94G      1.002       1.63     0.6778      1.256          6        640:  31%|███       | 162/519 [01:15<02:29,  2.39it/s]
      26/80      0.94G      1.002       1.63     0.6778      1.256          6        640:  31%|███▏      | 163/519 [01:15<02:12,  2.69it/s]
      26/80      0.94G      1.002      1.629     0.6773      1.256          9        640:  31%|███▏      | 163/519 [01:17<02:12,  2.69it/s]
      26/80      0.94G      1.002      1.629     0.6773      1.256          9        640:  32%|███▏      | 164/519 [01:17<03:50,  1.54it/s]
      26/80      0.94G      1.002      1.629     0.6797      1.255         10        640:  32%|███▏      | 164/519 [01:17<03:50,  1.54it/s]
      26/80      0.94G      1.002      1.629     0.6797      1.255         10        640:  32%|███▏      | 165/519 [01:17<03:03,  1.93it/s]
      26/80      0.94G      1.001       1.63     0.6808      1.254          8        640:  32%|███▏      | 165/519 [01:17<03:03,  1.93it/s]
      26/80      0.94G      1.001       1.63     0.6808      1.254          8        640:  32%|███▏      | 166/519 [01:17<02:28,  2.37it/s]
      26/80      0.94G      1.001      1.629       0.68      1.253         10        640:  32%|███▏      | 166/519 [01:17<02:28,  2.37it/s]
      26/80      0.94G      1.001      1.629       0.68      1.253         10        640:  32%|███▏      | 167/519 [01:17<02:09,  2.72it/s]
      26/80      0.94G      1.001      1.628     0.6801      1.253         10        640:  32%|███▏      | 167/519 [01:18<02:09,  2.72it/s]
      26/80      0.94G      1.001      1.628     0.6801      1.253         10        640:  32%|███▏      | 168/519 [01:18<03:04,  1.91it/s]
      26/80      0.94G     0.9988      1.624     0.6791      1.252          8        640:  32%|███▏      | 168/519 [01:19<03:04,  1.91it/s]
      26/80      0.94G     0.9988      1.624     0.6791      1.252          8        640:  33%|███▎      | 169/519 [01:19<02:52,  2.03it/s]
      26/80      0.94G     0.9998      1.625     0.6794      1.253         13        640:  33%|███▎      | 169/519 [01:19<02:52,  2.03it/s]
      26/80      0.94G     0.9998      1.625     0.6794      1.253         13        640:  33%|███▎      | 170/519 [01:19<02:20,  2.49it/s]
      26/80      0.94G     0.9998      1.626     0.6788      1.253          8        640:  33%|███▎      | 170/519 [01:19<02:20,  2.49it/s]
      26/80      0.94G     0.9998      1.626     0.6788      1.253          8        640:  33%|███▎      | 171/519 [01:19<01:58,  2.95it/s]
      26/80      0.94G          1      1.625     0.6785      1.253          9        640:  33%|███▎      | 171/519 [01:20<01:58,  2.95it/s]
      26/80      0.94G          1      1.625     0.6785      1.253          9        640:  33%|███▎      | 172/519 [01:20<02:52,  2.01it/s]
      26/80      0.94G      0.997      1.621     0.6765      1.251          5        640:  33%|███▎      | 172/519 [01:20<02:52,  2.01it/s]
      26/80      0.94G      0.997      1.621     0.6765      1.251          5        640:  33%|███▎      | 173/519 [01:20<02:18,  2.49it/s]
      26/80      0.94G     0.9956      1.619     0.6751       1.25         11        640:  33%|███▎      | 173/519 [01:20<02:18,  2.49it/s]
      26/80      0.94G     0.9956      1.619     0.6751       1.25         11        640:  34%|███▎      | 174/519 [01:20<02:08,  2.68it/s]
      26/80      0.94G      0.995       1.62     0.6745      1.249         12        640:  34%|███▎      | 174/519 [01:21<02:08,  2.68it/s]
      26/80      0.94G      0.995       1.62     0.6745      1.249         12        640:  34%|███▎      | 175/519 [01:21<01:56,  2.94it/s]
      26/80      0.94G     0.9934      1.622     0.6738      1.249          8        640:  34%|███▎      | 175/519 [01:22<01:56,  2.94it/s]
      26/80      0.94G     0.9934      1.622     0.6738      1.249          8        640:  34%|███▍      | 176/519 [01:22<03:08,  1.82it/s]
      26/80      0.94G     0.9948      1.623     0.6769       1.25          8        640:  34%|███▍      | 176/519 [01:22<03:08,  1.82it/s]
      26/80      0.94G     0.9948      1.623     0.6769       1.25          8        640:  34%|███▍      | 177/519 [01:22<02:57,  1.93it/s]
      26/80      0.94G     0.9936       1.62     0.6768       1.25         10        640:  34%|███▍      | 177/519 [01:22<02:57,  1.93it/s]
      26/80      0.94G     0.9936       1.62     0.6768       1.25         10        640:  34%|███▍      | 178/519 [01:22<02:26,  2.33it/s]
      26/80      0.94G     0.9945      1.621      0.677       1.25          6        640:  34%|███▍      | 178/519 [01:23<02:26,  2.33it/s]
      26/80      0.94G     0.9945      1.621      0.677       1.25          6        640:  34%|███▍      | 179/519 [01:23<02:07,  2.68it/s]
      26/80      0.94G     0.9957      1.622     0.6776       1.25         10        640:  34%|███▍      | 179/519 [01:24<02:07,  2.68it/s]
      26/80      0.94G     0.9957      1.622     0.6776       1.25         10        640:  35%|███▍      | 180/519 [01:24<03:32,  1.59it/s]
      26/80      0.94G     0.9969      1.621     0.6778       1.25          9        640:  35%|███▍      | 180/519 [01:25<03:32,  1.59it/s]
      26/80      0.94G     0.9969      1.621     0.6778       1.25          9        640:  35%|███▍      | 181/519 [01:25<03:50,  1.47it/s]
      26/80      0.94G     0.9961       1.62     0.6775      1.251          8        640:  35%|███▍      | 181/519 [01:25<03:50,  1.47it/s]
      26/80      0.94G     0.9961       1.62     0.6775      1.251          8        640:  35%|███▌      | 182/519 [01:25<03:00,  1.86it/s]
      26/80      0.94G      0.995      1.617     0.6764       1.25         12        640:  35%|███▌      | 182/519 [01:25<03:00,  1.86it/s]
      26/80      0.94G      0.995      1.617     0.6764       1.25         12        640:  35%|███▌      | 183/519 [01:25<02:30,  2.24it/s]
      26/80      0.94G     0.9945      1.616     0.6763       1.25         12        640:  35%|███▌      | 183/519 [01:25<02:30,  2.24it/s]
      26/80      0.94G     0.9945      1.616     0.6763       1.25         12        640:  35%|███▌      | 184/519 [01:25<02:11,  2.55it/s]
      26/80      0.94G     0.9943      1.613     0.6753      1.249          7        640:  35%|███▌      | 184/519 [01:27<02:11,  2.55it/s]
      26/80      0.94G     0.9943      1.613     0.6753      1.249          7        640:  36%|███▌      | 185/519 [01:27<04:01,  1.38it/s]
      26/80      0.94G     0.9942      1.613     0.6745       1.25          8        640:  36%|███▌      | 185/519 [01:27<04:01,  1.38it/s]
      26/80      0.94G     0.9942      1.613     0.6745       1.25          8        640:  36%|███▌      | 186/519 [01:27<03:11,  1.74it/s]
      26/80      0.94G     0.9934      1.613      0.674       1.25         10        640:  36%|███▌      | 186/519 [01:27<03:11,  1.74it/s]
      26/80      0.94G     0.9934      1.613      0.674       1.25         10        640:  36%|███▌      | 187/519 [01:27<02:36,  2.13it/s]
      26/80      0.94G     0.9935      1.613     0.6735      1.249         14        640:  36%|███▌      | 187/519 [01:28<02:36,  2.13it/s]
      26/80      0.94G     0.9935      1.613     0.6735      1.249         14        640:  36%|███▌      | 188/519 [01:28<02:13,  2.48it/s]
      26/80      0.94G     0.9927      1.613     0.6728      1.249         10        640:  36%|███▌      | 188/519 [01:29<02:13,  2.48it/s]
      26/80      0.94G     0.9927      1.613     0.6728      1.249         10        640:  36%|███▋      | 189/519 [01:29<03:11,  1.73it/s]
      26/80      0.94G      0.994      1.616     0.6742       1.25         11        640:  36%|███▋      | 189/519 [01:29<03:11,  1.73it/s]
      26/80      0.94G      0.994      1.616     0.6742       1.25         11        640:  37%|███▋      | 190/519 [01:29<02:43,  2.01it/s]
      26/80      0.94G     0.9951      1.617      0.675      1.251         14        640:  37%|███▋      | 190/519 [01:29<02:43,  2.01it/s]
      26/80      0.94G     0.9951      1.617      0.675      1.251         14        640:  37%|███▋      | 191/519 [01:29<02:18,  2.37it/s]
      26/80      0.94G     0.9943      1.616     0.6743      1.251         10        640:  37%|███▋      | 191/519 [01:30<02:18,  2.37it/s]
      26/80      0.94G     0.9943      1.616     0.6743      1.251         10        640:  37%|███▋      | 192/519 [01:30<02:39,  2.05it/s]
      26/80      0.94G     0.9935      1.613     0.6732      1.252          9        640:  37%|███▋      | 192/519 [01:31<02:39,  2.05it/s]
      26/80      0.94G     0.9935      1.613     0.6732      1.252          9        640:  37%|███▋      | 193/519 [01:31<03:05,  1.76it/s]
      26/80      0.94G     0.9925      1.614     0.6729      1.251         12        640:  37%|███▋      | 193/519 [01:31<03:05,  1.76it/s]
      26/80      0.94G     0.9925      1.614     0.6729      1.251         12        640:  37%|███▋      | 194/519 [01:31<02:30,  2.15it/s]
      26/80      0.94G     0.9935      1.613     0.6734      1.252         11        640:  37%|███▋      | 194/519 [01:31<02:30,  2.15it/s]
      26/80      0.94G     0.9935      1.613     0.6734      1.252         11        640:  38%|███▊      | 195/519 [01:31<02:12,  2.45it/s]
      26/80      0.94G     0.9929      1.613     0.6727      1.251         11        640:  38%|███▊      | 195/519 [01:31<02:12,  2.45it/s]
      26/80      0.94G     0.9929      1.613     0.6727      1.251         11        640:  38%|███▊      | 196/519 [01:31<01:51,  2.89it/s]
      26/80      0.94G     0.9921      1.611     0.6725       1.25         11        640:  38%|███▊      | 196/519 [01:32<01:51,  2.89it/s]
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      26/80      0.94G     0.9912       1.61     0.6723       1.25          9        640:  38%|███▊      | 197/519 [01:32<02:31,  2.13it/s]
      26/80      0.94G     0.9912       1.61     0.6723       1.25          9        640:  38%|███▊      | 198/519 [01:32<02:04,  2.58it/s]
      26/80      0.94G     0.9909      1.609     0.6718      1.249         13        640:  38%|███▊      | 198/519 [01:32<02:04,  2.58it/s]
      26/80      0.94G     0.9909      1.609     0.6718      1.249         13        640:  38%|███▊      | 199/519 [01:32<01:50,  2.88it/s]
      26/80      0.94G     0.9911      1.607     0.6712      1.249         11        640:  38%|███▊      | 199/519 [01:33<01:50,  2.88it/s]
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      26/80      0.94G     0.9902      1.607      0.671      1.249          8        640:  39%|███▊      | 200/519 [01:34<02:38,  2.01it/s]
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      26/80      0.94G     0.9902      1.608     0.6709      1.249         10        640:  39%|███▊      | 201/519 [01:34<03:11,  1.66it/s]
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      26/80      0.94G     0.9907      1.609     0.6717      1.249         15        640:  39%|███▉      | 202/519 [01:35<02:33,  2.07it/s]
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      26/80      0.94G     0.9921      1.611     0.6742      1.249          8        640:  39%|███▉      | 204/519 [01:36<01:54,  2.75it/s]
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      26/80      0.94G     0.9921      1.613     0.6752      1.249         12        640:  39%|███▉      | 205/519 [01:37<03:33,  1.47it/s]
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      26/80      0.94G     0.9923      1.615     0.6742       1.25          7        640:  40%|███▉      | 206/519 [01:37<02:59,  1.74it/s]
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      26/80      0.94G     0.9927      1.614     0.6738       1.25         14        640:  40%|███▉      | 207/519 [01:37<02:32,  2.05it/s]
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      26/80      0.94G     0.9931      1.615     0.6741      1.251         12        640:  40%|████      | 208/519 [01:38<02:04,  2.49it/s]
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      26/80      0.94G     0.9937      1.615     0.6741       1.25          8        640:  40%|████      | 209/519 [01:38<02:18,  2.23it/s]
      26/80      0.94G     0.9937      1.615     0.6741       1.25          8        640:  40%|████      | 210/519 [01:38<02:28,  2.08it/s]
      26/80      0.94G     0.9931      1.613     0.6736       1.25         12        640:  40%|████      | 210/519 [01:38<02:28,  2.08it/s]
      26/80      0.94G     0.9931      1.613     0.6736       1.25         12        640:  41%|████      | 211/519 [01:38<02:04,  2.48it/s]
      26/80      0.94G     0.9917      1.612     0.6735      1.249          8        640:  41%|████      | 211/519 [01:39<02:04,  2.48it/s]
      26/80      0.94G     0.9917      1.612     0.6735      1.249          8        640:  41%|████      | 212/519 [01:39<01:47,  2.86it/s]
      26/80      0.94G     0.9932      1.614     0.6732      1.251          7        640:  41%|████      | 212/519 [01:39<01:47,  2.86it/s]
      26/80      0.94G     0.9932      1.614     0.6732      1.251          7        640:  41%|████      | 213/519 [01:39<01:36,  3.17it/s]
      26/80      0.94G     0.9914      1.612     0.6721       1.25          8        640:  41%|████      | 213/519 [01:40<01:36,  3.17it/s]
      26/80      0.94G     0.9914      1.612     0.6721       1.25          8        640:  41%|████      | 214/519 [01:40<03:12,  1.58it/s]
      26/80      0.94G     0.9915      1.611     0.6712       1.25         12        640:  41%|████      | 214/519 [01:41<03:12,  1.58it/s]
      26/80      0.94G     0.9915      1.611     0.6712       1.25         12        640:  41%|████▏     | 215/519 [01:41<02:41,  1.88it/s]
      26/80      0.94G     0.9922      1.609     0.6704      1.251          5        640:  41%|████▏     | 215/519 [01:41<02:41,  1.88it/s]
      26/80      0.94G     0.9922      1.609     0.6704      1.251          5        640:  42%|████▏     | 216/519 [01:41<02:10,  2.32it/s]
      26/80      0.94G     0.9916      1.608     0.6701       1.25         16        640:  42%|████▏     | 216/519 [01:41<02:10,  2.32it/s]
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      26/80      0.94G     0.9907      1.608     0.6694      1.249         11        640:  42%|████▏     | 217/519 [01:42<01:57,  2.58it/s]
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      26/80      0.94G       0.99      1.609     0.6693      1.249         11        640:  42%|████▏     | 218/519 [01:42<02:43,  1.84it/s]
      26/80      0.94G       0.99      1.609     0.6693      1.249         11        640:  42%|████▏     | 219/519 [01:42<02:12,  2.27it/s]
      26/80      0.94G     0.9905      1.608     0.6689       1.25          6        640:  42%|████▏     | 219/519 [01:42<02:12,  2.27it/s]
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      26/80      0.94G     0.9918      1.613     0.6689      1.251         10        640:  42%|████▏     | 220/519 [01:43<01:49,  2.72it/s]
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      26/80      0.94G     0.9925      1.619     0.6683      1.251          9        640:  43%|████▎     | 221/519 [01:43<01:46,  2.81it/s]
      26/80      0.94G     0.9925      1.619     0.6683      1.251          9        640:  43%|████▎     | 222/519 [01:43<02:30,  1.98it/s]
      26/80      0.94G     0.9926      1.618     0.6681      1.251         12        640:  43%|████▎     | 222/519 [01:44<02:30,  1.98it/s]
      26/80      0.94G     0.9926      1.618     0.6681      1.251         12        640:  43%|████▎     | 223/519 [01:44<02:07,  2.33it/s]
      26/80      0.94G     0.9929      1.619      0.668      1.251         12        640:  43%|████▎     | 223/519 [01:44<02:07,  2.33it/s]
      26/80      0.94G     0.9929      1.619      0.668      1.251         12        640:  43%|████▎     | 224/519 [01:44<01:53,  2.59it/s]
      26/80      0.94G     0.9935      1.619     0.6683      1.251          7        640:  43%|████▎     | 224/519 [01:44<01:53,  2.59it/s]
      26/80      0.94G     0.9935      1.619     0.6683      1.251          7        640:  43%|████▎     | 225/519 [01:44<01:39,  2.96it/s]
      26/80      0.94G     0.9934      1.619     0.6682      1.252         10        640:  43%|████▎     | 225/519 [01:45<01:39,  2.96it/s]
      26/80      0.94G     0.9934      1.619     0.6682      1.252         10        640:  44%|████▎     | 226/519 [01:45<02:31,  1.93it/s]
      26/80      0.94G     0.9938       1.62     0.6684      1.252          8        640:  44%|████▎     | 226/519 [01:45<02:31,  1.93it/s]
      26/80      0.94G     0.9938       1.62     0.6684      1.252          8        640:  44%|████▎     | 227/519 [01:45<02:03,  2.37it/s]
      26/80      0.94G     0.9955      1.619     0.6682      1.255          8        640:  44%|████▎     | 227/519 [01:46<02:03,  2.37it/s]
      26/80      0.94G     0.9955      1.619     0.6682      1.255          8        640:  44%|████▍     | 228/519 [01:46<01:43,  2.82it/s]
      26/80      0.94G     0.9946       1.62     0.6684      1.254         11        640:  44%|████▍     | 228/519 [01:46<01:43,  2.82it/s]
      26/80      0.94G     0.9946       1.62     0.6684      1.254         11        640:  44%|████▍     | 229/519 [01:46<01:34,  3.08it/s]
      26/80      0.94G     0.9946      1.621     0.6682      1.253          8        640:  44%|████▍     | 229/519 [01:47<01:34,  3.08it/s]
      26/80      0.94G     0.9946      1.621     0.6682      1.253          8        640:  44%|████▍     | 230/519 [01:47<02:45,  1.75it/s]
      26/80      0.94G     0.9954       1.62     0.6689      1.253          8        640:  44%|████▍     | 230/519 [01:47<02:45,  1.75it/s]
      26/80      0.94G     0.9954       1.62     0.6689      1.253          8        640:  45%|████▍     | 231/519 [01:47<02:15,  2.12it/s]
      26/80      0.94G     0.9952      1.621      0.668      1.254          9        640:  45%|████▍     | 231/519 [01:47<02:15,  2.12it/s]
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      26/80      0.94G     0.9934      1.621     0.6682      1.253          8        640:  45%|████▍     | 232/519 [01:48<01:49,  2.63it/s]
      26/80      0.94G     0.9934      1.621     0.6682      1.253          8        640:  45%|████▍     | 233/519 [01:48<01:37,  2.94it/s]
      26/80      0.94G     0.9918      1.618     0.6672      1.252         10        640:  45%|████▍     | 233/519 [01:49<01:37,  2.94it/s]
      26/80      0.94G     0.9918      1.618     0.6672      1.252         10        640:  45%|████▌     | 234/519 [01:49<02:24,  1.97it/s]
      26/80      0.94G     0.9924      1.619     0.6673      1.251         12        640:  45%|████▌     | 234/519 [01:49<02:24,  1.97it/s]
      26/80      0.94G     0.9924      1.619     0.6673      1.251         12        640:  45%|████▌     | 235/519 [01:49<02:02,  2.32it/s]
      26/80      0.94G      0.993       1.62     0.6681      1.252         10        640:  45%|████▌     | 235/519 [01:49<02:02,  2.32it/s]
      26/80      0.94G      0.993       1.62     0.6681      1.252         10        640:  45%|████▌     | 236/519 [01:49<01:44,  2.72it/s]
      26/80      0.94G     0.9933      1.622     0.6696      1.252         11        640:  45%|████▌     | 236/519 [01:49<01:44,  2.72it/s]
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      26/80      0.94G     0.9935      1.624     0.6708      1.252         13        640:  46%|████▌     | 237/519 [01:50<01:33,  3.02it/s]
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      26/80      0.94G     0.9925      1.623     0.6702      1.251          9        640:  46%|████▌     | 238/519 [01:50<02:22,  1.97it/s]
      26/80      0.94G     0.9925      1.623     0.6702      1.251          9        640:  46%|████▌     | 239/519 [01:50<02:05,  2.24it/s]
      26/80      0.94G      0.992      1.622       0.67      1.251         12        640:  46%|████▌     | 239/519 [01:51<02:05,  2.24it/s]
      26/80      0.94G      0.992      1.622       0.67      1.251         12        640:  46%|████▌     | 240/519 [01:51<01:44,  2.67it/s]
      26/80      0.94G     0.9925       1.62     0.6698      1.251         13        640:  46%|████▌     | 240/519 [01:51<01:44,  2.67it/s]
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      26/80      0.94G     0.9927      1.622     0.6702      1.252         10        640:  46%|████▋     | 241/519 [01:52<01:34,  2.93it/s]
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      26/80      0.94G     0.9921      1.623     0.6693      1.251         11        640:  47%|████▋     | 243/519 [01:52<01:50,  2.49it/s]
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      26/80      0.94G     0.9923      1.624     0.6687      1.251         10        640:  47%|████▋     | 244/519 [01:52<02:02,  2.25it/s]
      26/80      0.94G     0.9914      1.624     0.6681       1.25         13        640:  47%|████▋     | 244/519 [01:53<02:02,  2.25it/s]
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      26/80      0.94G     0.9911      1.625     0.6699       1.25          7        640:  47%|████▋     | 245/519 [01:53<01:44,  2.62it/s]
      26/80      0.94G     0.9911      1.625     0.6699       1.25          7        640:  47%|████▋     | 246/519 [01:53<01:34,  2.90it/s]
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      26/80      0.94G     0.9906      1.625     0.6698       1.25         11        640:  48%|████▊     | 247/519 [01:54<01:47,  2.53it/s]
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      26/80      0.94G     0.9908      1.623     0.6696      1.251         11        640:  48%|████▊     | 248/519 [01:54<02:14,  2.01it/s]
      26/80      0.94G     0.9908      1.623     0.6696      1.251         11        640:  48%|████▊     | 249/519 [01:54<01:51,  2.41it/s]
      26/80      0.94G     0.9909      1.623     0.6691      1.251         11        640:  48%|████▊     | 249/519 [01:55<01:51,  2.41it/s]
      26/80      0.94G     0.9909      1.623     0.6691      1.251         11        640:  48%|████▊     | 250/519 [01:55<01:47,  2.51it/s]
      26/80      0.94G      0.992      1.622     0.6707      1.253          8        640:  48%|████▊     | 250/519 [01:55<01:47,  2.51it/s]
      26/80      0.94G      0.992      1.622     0.6707      1.253          8        640:  48%|████▊     | 251/519 [01:55<01:57,  2.29it/s]
      26/80      0.94G     0.9911       1.62     0.6705      1.252          6        640:  48%|████▊     | 251/519 [01:56<01:57,  2.29it/s]
      26/80      0.94G     0.9911       1.62     0.6705      1.252          6        640:  49%|████▊     | 252/519 [01:56<01:44,  2.55it/s]
      26/80      0.94G     0.9893      1.618     0.6695      1.251          6        640:  49%|████▊     | 252/519 [01:56<01:44,  2.55it/s]
      26/80      0.94G     0.9893      1.618     0.6695      1.251          6        640:  49%|████▊     | 253/519 [01:56<01:29,  2.96it/s]
      26/80      0.94G     0.9896      1.621     0.6697      1.252         10        640:  49%|████▊     | 253/519 [01:57<01:29,  2.96it/s]
      26/80      0.94G     0.9896      1.621     0.6697      1.252         10        640:  49%|████▉     | 254/519 [01:57<02:04,  2.13it/s]
      26/80      0.94G     0.9899       1.62      0.669      1.252         10        640:  49%|████▉     | 254/519 [01:57<02:04,  2.13it/s]
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      26/80      0.94G       0.99      1.621     0.6688      1.252         10        640:  49%|████▉     | 255/519 [01:58<02:20,  1.88it/s]
      26/80      0.94G       0.99      1.621     0.6688      1.252         10        640:  49%|████▉     | 256/519 [01:58<01:58,  2.21it/s]
      26/80      0.94G     0.9902      1.621     0.6681      1.253         15        640:  49%|████▉     | 256/519 [01:58<01:58,  2.21it/s]
      26/80      0.94G     0.9902      1.621     0.6681      1.253         15        640:  50%|████▉     | 257/519 [01:58<01:44,  2.51it/s]
      26/80      0.94G     0.9902      1.622     0.6674      1.253          8        640:  50%|████▉     | 257/519 [01:58<01:44,  2.51it/s]
      26/80      0.94G     0.9902      1.622     0.6674      1.253          8        640:  50%|████▉     | 258/519 [01:58<01:30,  2.90it/s]
      26/80      0.94G     0.9906      1.622     0.6699      1.253          9        640:  50%|████▉     | 258/519 [01:59<01:30,  2.90it/s]
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      26/80      0.94G     0.9895      1.621     0.6691      1.252          9        640:  50%|████▉     | 259/519 [02:00<02:44,  1.58it/s]
      26/80      0.94G     0.9895      1.621     0.6691      1.252          9        640:  50%|█████     | 260/519 [02:00<02:17,  1.88it/s]
      26/80      0.94G     0.9913      1.624     0.6698      1.253          8        640:  50%|█████     | 260/519 [02:00<02:17,  1.88it/s]
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      26/80      0.94G     0.9927      1.627     0.6709      1.254         11        640:  50%|█████     | 261/519 [02:00<01:50,  2.33it/s]
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      26/80      0.94G     0.9925      1.627     0.6708      1.254          9        640:  50%|█████     | 262/519 [02:01<01:35,  2.69it/s]
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      26/80      0.94G     0.9929      1.627     0.6711      1.254         14        640:  51%|█████     | 264/519 [02:01<02:00,  2.11it/s]
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      26/80      0.94G     0.9924      1.626     0.6708      1.254         12        640:  51%|█████     | 265/519 [02:02<01:37,  2.61it/s]
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      26/80      0.94G     0.9917      1.625     0.6701      1.253         12        640:  51%|█████▏    | 267/519 [02:03<02:32,  1.65it/s]
      26/80      0.94G     0.9913      1.623     0.6705      1.253          9        640:  51%|█████▏    | 267/519 [02:03<02:32,  1.65it/s]
      26/80      0.94G     0.9913      1.623     0.6705      1.253          9        640:  52%|█████▏    | 268/519 [02:03<02:03,  2.04it/s]
      26/80      0.94G     0.9911      1.621     0.6699      1.253         12        640:  52%|█████▏    | 268/519 [02:03<02:03,  2.04it/s]
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      26/80      0.94G     0.9913      1.622       0.67      1.253         11        640:  52%|█████▏    | 269/519 [02:04<01:43,  2.41it/s]
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      26/80      0.94G     0.9913       1.62     0.6698      1.252          6        640:  52%|█████▏    | 270/519 [02:05<01:51,  2.23it/s]
      26/80      0.94G     0.9913       1.62     0.6698      1.252          6        640:  52%|█████▏    | 271/519 [02:05<02:43,  1.51it/s]
      26/80      0.94G     0.9916      1.619     0.6695      1.252         11        640:  52%|█████▏    | 271/519 [02:05<02:43,  1.51it/s]
      26/80      0.94G     0.9916      1.619     0.6695      1.252         11        640:  52%|█████▏    | 272/519 [02:05<02:10,  1.89it/s]
      26/80      0.94G     0.9911      1.619     0.6695      1.252         14        640:  52%|█████▏    | 272/519 [02:06<02:10,  1.89it/s]
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      26/80      0.94G     0.9929      1.621     0.6698      1.254          7        640:  53%|█████▎    | 273/519 [02:06<01:50,  2.23it/s]
      26/80      0.94G     0.9929      1.621     0.6698      1.254          7        640:  53%|█████▎    | 274/519 [02:06<01:34,  2.58it/s]
      26/80      0.94G     0.9926       1.62      0.669      1.254         10        640:  53%|█████▎    | 274/519 [02:07<01:34,  2.58it/s]
      26/80      0.94G     0.9926       1.62      0.669      1.254         10        640:  53%|█████▎    | 275/519 [02:07<02:29,  1.63it/s]
      26/80      0.94G     0.9919       1.62     0.6682      1.254          9        640:  53%|█████▎    | 275/519 [02:07<02:29,  1.63it/s]
      26/80      0.94G     0.9919       1.62     0.6682      1.254          9        640:  53%|█████▎    | 276/519 [02:07<01:59,  2.04it/s]
      26/80      0.94G     0.9923       1.62     0.6681      1.254          8        640:  53%|█████▎    | 276/519 [02:07<01:59,  2.04it/s]
      26/80      0.94G     0.9923       1.62     0.6681      1.254          8        640:  53%|█████▎    | 277/519 [02:07<01:40,  2.41it/s]
      26/80      0.94G     0.9914      1.618     0.6676      1.253          7        640:  53%|█████▎    | 277/519 [02:08<01:40,  2.41it/s]
      26/80      0.94G     0.9914      1.618     0.6676      1.253          7        640:  54%|█████▎    | 278/519 [02:08<01:29,  2.69it/s]
      26/80      0.94G     0.9914      1.617     0.6679      1.253         10        640:  54%|█████▎    | 278/519 [02:09<01:29,  2.69it/s]
      26/80      0.94G     0.9914      1.617     0.6679      1.253         10        640:  54%|█████▍    | 279/519 [02:09<02:21,  1.70it/s]
      26/80      0.94G     0.9918      1.617      0.668      1.253         13        640:  54%|█████▍    | 279/519 [02:09<02:21,  1.70it/s]
      26/80      0.94G     0.9918      1.617      0.668      1.253         13        640:  54%|█████▍    | 280/519 [02:09<01:49,  2.18it/s]
      26/80      0.94G      0.992      1.616     0.6682      1.254          8        640:  54%|█████▍    | 280/519 [02:09<01:49,  2.18it/s]
      26/80      0.94G      0.992      1.616     0.6682      1.254          8        640:  54%|█████▍    | 281/519 [02:09<01:32,  2.57it/s]
      26/80      0.94G     0.9945      1.618      0.669      1.257          6        640:  54%|█████▍    | 281/519 [02:09<01:32,  2.57it/s]
      26/80      0.94G     0.9945      1.618      0.669      1.257          6        640:  54%|█████▍    | 282/519 [02:09<01:21,  2.90it/s]
      26/80      0.94G     0.9934      1.616     0.6687      1.256         11        640:  54%|█████▍    | 282/519 [02:10<01:21,  2.90it/s]
      26/80      0.94G     0.9934      1.616     0.6687      1.256         11        640:  55%|█████▍    | 283/519 [02:10<02:02,  1.93it/s]
      26/80      0.94G     0.9942      1.619     0.6707      1.257         10        640:  55%|█████▍    | 283/519 [02:11<02:02,  1.93it/s]
      26/80      0.94G     0.9942      1.619     0.6707      1.257         10        640:  55%|█████▍    | 284/519 [02:11<01:39,  2.35it/s]
      26/80      0.94G     0.9968      1.622      0.673      1.259          6        640:  55%|█████▍    | 284/519 [02:11<01:39,  2.35it/s]
      26/80      0.94G     0.9968      1.622      0.673      1.259          6        640:  55%|█████▍    | 285/519 [02:11<01:25,  2.75it/s]
      26/80      0.94G     0.9964       1.62     0.6724      1.259          7        640:  55%|█████▍    | 285/519 [02:11<01:25,  2.75it/s]
      26/80      0.94G     0.9964       1.62     0.6724      1.259          7        640:  55%|█████▌    | 286/519 [02:11<01:21,  2.86it/s]
      26/80      0.94G     0.9958       1.62     0.6718      1.259          8        640:  55%|█████▌    | 286/519 [02:12<01:21,  2.86it/s]
      26/80      0.94G     0.9958       1.62     0.6718      1.259          8        640:  55%|█████▌    | 287/519 [02:12<01:53,  2.05it/s]
      26/80      0.94G     0.9953      1.619     0.6712      1.258         13        640:  55%|█████▌    | 287/519 [02:12<01:53,  2.05it/s]
      26/80      0.94G     0.9953      1.619     0.6712      1.258         13        640:  55%|█████▌    | 288/519 [02:12<01:30,  2.55it/s]
      26/80      0.94G     0.9946      1.618     0.6707      1.258          8        640:  55%|█████▌    | 288/519 [02:12<01:30,  2.55it/s]
      26/80      0.94G     0.9946      1.618     0.6707      1.258          8        640:  56%|█████▌    | 289/519 [02:12<01:17,  2.96it/s]
      26/80      0.94G     0.9948      1.617      0.671      1.258          8        640:  56%|█████▌    | 289/519 [02:13<01:17,  2.96it/s]
      26/80      0.94G     0.9948      1.617      0.671      1.258          8        640:  56%|█████▌    | 290/519 [02:13<01:11,  3.20it/s]
      26/80      0.94G      0.995      1.616     0.6708      1.257         11        640:  56%|█████▌    | 290/519 [02:13<01:11,  3.20it/s]
      26/80      0.94G      0.995      1.616     0.6708      1.257         11        640:  56%|█████▌    | 291/519 [02:13<01:43,  2.20it/s]
      26/80      0.94G     0.9957      1.616     0.6707      1.257          9        640:  56%|█████▌    | 291/519 [02:14<01:43,  2.20it/s]
      26/80      0.94G     0.9957      1.616     0.6707      1.257          9        640:  56%|█████▋    | 292/519 [02:14<01:29,  2.55it/s]
      26/80      0.94G     0.9965      1.616     0.6708      1.257          7        640:  56%|█████▋    | 292/519 [02:14<01:29,  2.55it/s]
      26/80      0.94G     0.9965      1.616     0.6708      1.257          7        640:  56%|█████▋    | 293/519 [02:14<01:19,  2.83it/s]
      26/80      0.94G     0.9968      1.616      0.671      1.256         11        640:  56%|█████▋    | 293/519 [02:14<01:19,  2.83it/s]
      26/80      0.94G     0.9968      1.616      0.671      1.256         11        640:  57%|█████▋    | 294/519 [02:14<01:10,  3.18it/s]
      26/80      0.94G     0.9976      1.615      0.672      1.257          9        640:  57%|█████▋    | 294/519 [02:16<01:10,  3.18it/s]
      26/80      0.94G     0.9976      1.615      0.672      1.257          9        640:  57%|█████▋    | 295/519 [02:16<02:30,  1.48it/s]
      26/80      0.94G     0.9969      1.615     0.6715      1.257         10        640:  57%|█████▋    | 295/519 [02:16<02:30,  1.48it/s]
      26/80      0.94G     0.9969      1.615     0.6715      1.257         10        640:  57%|█████▋    | 296/519 [02:16<01:58,  1.88it/s]
      26/80      0.94G     0.9967      1.617     0.6716      1.257         11        640:  57%|█████▋    | 296/519 [02:16<01:58,  1.88it/s]
      26/80      0.94G     0.9967      1.617     0.6716      1.257         11        640:  57%|█████▋    | 297/519 [02:16<01:35,  2.33it/s]
      26/80      0.94G      0.998      1.617     0.6729      1.258          7        640:  57%|█████▋    | 297/519 [02:16<01:35,  2.33it/s]
      26/80      0.94G      0.998      1.617     0.6729      1.258          7        640:  57%|█████▋    | 298/519 [02:16<01:25,  2.58it/s]
      26/80      0.94G     0.9987      1.619     0.6728      1.258         10        640:  57%|█████▋    | 298/519 [02:17<01:25,  2.58it/s]
      26/80      0.94G     0.9987      1.619     0.6728      1.258         10        640:  58%|█████▊    | 299/519 [02:17<02:18,  1.58it/s]
      26/80      0.94G     0.9995       1.62     0.6742      1.259         13        640:  58%|█████▊    | 299/519 [02:18<02:18,  1.58it/s]
      26/80      0.94G     0.9995       1.62     0.6742      1.259         13        640:  58%|█████▊    | 300/519 [02:18<01:52,  1.95it/s]
      26/80      0.94G          1      1.619     0.6743       1.26         10        640:  58%|█████▊    | 300/519 [02:18<01:52,  1.95it/s]
      26/80      0.94G          1      1.619     0.6743       1.26         10        640:  58%|█████▊    | 301/519 [02:18<01:43,  2.11it/s]
      26/80      0.94G          1      1.619     0.6741       1.26         11        640:  58%|█████▊    | 301/519 [02:18<01:43,  2.11it/s]
      26/80      0.94G          1      1.619     0.6741       1.26         11        640:  58%|█████▊    | 302/519 [02:18<01:34,  2.30it/s]
      26/80      0.94G     0.9998      1.618     0.6742      1.259         11        640:  58%|█████▊    | 302/519 [02:19<01:34,  2.30it/s]
      26/80      0.94G     0.9998      1.618     0.6742      1.259         11        640:  58%|█████▊    | 303/519 [02:19<01:48,  1.99it/s]
      26/80      0.94G      1.001      1.618     0.6746       1.26          7        640:  58%|█████▊    | 303/519 [02:19<01:48,  1.99it/s]
      26/80      0.94G      1.001      1.618     0.6746       1.26          7        640:  59%|█████▊    | 304/519 [02:19<01:29,  2.39it/s]
      26/80      0.94G      1.001      1.617     0.6758       1.26          6        640:  59%|█████▊    | 304/519 [02:20<01:29,  2.39it/s]
      26/80      0.94G      1.001      1.617     0.6758       1.26          6        640:  59%|█████▉    | 305/519 [02:20<01:37,  2.20it/s]
      26/80      0.94G          1      1.618     0.6758      1.259         10        640:  59%|█████▉    | 305/519 [02:20<01:37,  2.20it/s]
      26/80      0.94G          1      1.618     0.6758      1.259         10        640:  59%|█████▉    | 306/519 [02:20<01:22,  2.58it/s]
      26/80      0.94G     0.9995      1.617     0.6756      1.259          8        640:  59%|█████▉    | 306/519 [02:20<01:22,  2.58it/s]
      26/80      0.94G     0.9995      1.617     0.6756      1.259          8        640:  59%|█████▉    | 307/519 [02:20<01:14,  2.84it/s]
      26/80      0.94G      1.001      1.617     0.6756       1.26          7        640:  59%|█████▉    | 307/519 [02:21<01:14,  2.84it/s]
      26/80      0.94G      1.001      1.617     0.6756       1.26          7        640:  59%|█████▉    | 308/519 [02:21<01:05,  3.21it/s]
      26/80      0.94G      1.002      1.617     0.6769      1.261          9        640:  59%|█████▉    | 308/519 [02:22<01:05,  3.21it/s]
      26/80      0.94G      1.002      1.617     0.6769      1.261          9        640:  60%|█████▉    | 309/519 [02:22<02:07,  1.65it/s]
      26/80      0.94G      1.001      1.616     0.6767       1.26          9        640:  60%|█████▉    | 309/519 [02:22<02:07,  1.65it/s]
      26/80      0.94G      1.001      1.616     0.6767       1.26          9        640:  60%|█████▉    | 310/519 [02:22<01:41,  2.06it/s]
      26/80      0.94G      1.002      1.617     0.6775       1.26          9        640:  60%|█████▉    | 310/519 [02:22<01:41,  2.06it/s]
      26/80      0.94G      1.002      1.617     0.6775       1.26          9        640:  60%|█████▉    | 311/519 [02:22<01:30,  2.31it/s]
      26/80      0.94G      1.002      1.615     0.6769       1.26          6        640:  60%|█████▉    | 311/519 [02:23<01:30,  2.31it/s]
      26/80      0.94G      1.002      1.615     0.6769       1.26          6        640:  60%|██████    | 312/519 [02:23<01:15,  2.74it/s]
      26/80      0.94G      1.001      1.613     0.6773       1.26          7        640:  60%|██████    | 312/519 [02:24<01:15,  2.74it/s]
      26/80      0.94G      1.001      1.613     0.6773       1.26          7        640:  60%|██████    | 313/519 [02:24<02:07,  1.62it/s]
      26/80      0.94G      1.001      1.613     0.6774      1.261         16        640:  60%|██████    | 313/519 [02:24<02:07,  1.62it/s]
      26/80      0.94G      1.001      1.613     0.6774      1.261         16        640:  61%|██████    | 314/519 [02:24<01:42,  2.01it/s]
      26/80      0.94G      1.002      1.612     0.6776      1.262          7        640:  61%|██████    | 314/519 [02:24<01:42,  2.01it/s]
      26/80      0.94G      1.002      1.612     0.6776      1.262          7        640:  61%|██████    | 315/519 [02:24<01:26,  2.36it/s]
      26/80      0.94G      1.005      1.615     0.6799      1.264          8        640:  61%|██████    | 315/519 [02:25<01:26,  2.36it/s]
      26/80      0.94G      1.005      1.615     0.6799      1.264          8        640:  61%|██████    | 316/519 [02:25<01:15,  2.69it/s]
      26/80      0.94G      1.005      1.615     0.6808      1.265          8        640:  61%|██████    | 316/519 [02:26<01:15,  2.69it/s]
      26/80      0.94G      1.005      1.615     0.6808      1.265          8        640:  61%|██████    | 317/519 [02:26<02:29,  1.35it/s]
      26/80      0.94G      1.005      1.614     0.6803      1.264         10        640:  61%|██████    | 317/519 [02:26<02:29,  1.35it/s]
      26/80      0.94G      1.005      1.614     0.6803      1.264         10        640:  61%|██████▏   | 318/519 [02:26<02:00,  1.67it/s]
      26/80      0.94G      1.004      1.613     0.6799      1.264         10        640:  61%|██████▏   | 318/519 [02:27<02:00,  1.67it/s]
      26/80      0.94G      1.004      1.613     0.6799      1.264         10        640:  61%|██████▏   | 319/519 [02:27<01:40,  1.99it/s]
      26/80      0.94G      1.004      1.614     0.6805      1.264         12        640:  61%|██████▏   | 319/519 [02:27<01:40,  1.99it/s]
      26/80      0.94G      1.004      1.614     0.6805      1.264         12        640:  62%|██████▏   | 320/519 [02:27<01:23,  2.40it/s]
      26/80      0.94G      1.004      1.615     0.6802      1.263         12        640:  62%|██████▏   | 320/519 [02:28<01:23,  2.40it/s]
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      26/80      0.94G      1.005      1.616     0.6806      1.264         10        640:  62%|██████▏   | 321/519 [02:28<01:56,  1.70it/s]
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      26/80      0.94G      1.004      1.615     0.6802      1.263         12        640:  62%|██████▏   | 322/519 [02:28<01:36,  2.04it/s]
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      26/80      0.94G      1.004      1.615     0.6803      1.263          7        640:  62%|██████▏   | 323/519 [02:29<01:23,  2.34it/s]
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      26/80      0.94G      1.004      1.614     0.6802      1.263          9        640:  62%|██████▏   | 324/519 [02:30<01:08,  2.83it/s]
      26/80      0.94G      1.004      1.614     0.6802      1.263          9        640:  63%|██████▎   | 325/519 [02:30<02:05,  1.54it/s]
      26/80      0.94G      1.005      1.615     0.6804      1.263         12        640:  63%|██████▎   | 325/519 [02:30<02:05,  1.54it/s]
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      26/80      0.94G      1.004      1.614     0.6801      1.263          8        640:  63%|██████▎   | 326/519 [02:30<01:41,  1.90it/s]
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      26/80      0.94G      1.005      1.618     0.6809      1.264         12        640:  63%|██████▎   | 327/519 [02:31<01:25,  2.26it/s]
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      26/80      0.94G      1.005      1.617     0.6812      1.264         10        640:  63%|██████▎   | 328/519 [02:32<01:13,  2.59it/s]
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      26/80      0.94G      1.005      1.618     0.6811      1.264         14        640:  63%|██████▎   | 329/519 [02:32<01:39,  1.91it/s]
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      26/80      0.94G     0.9984      1.614     0.6728      1.259         12        640:  77%|███████▋  | 400/519 [03:03<00:52,  2.27it/s]
      26/80      0.94G     0.9991      1.614     0.6729      1.259         11        640:  77%|███████▋  | 400/519 [03:04<00:52,  2.27it/s]
      26/80      0.94G     0.9991      1.614     0.6729      1.259         11        640:  77%|███████▋  | 401/519 [03:04<01:20,  1.46it/s]
      26/80      0.94G     0.9996      1.614     0.6726       1.26         11        640:  77%|███████▋  | 401/519 [03:04<01:20,  1.46it/s]
      26/80      0.94G     0.9996      1.614     0.6726       1.26         11        640:  77%|███████▋  | 402/519 [03:04<01:01,  1.92it/s]
      26/80      0.94G     0.9999      1.616      0.673      1.261          7        640:  77%|███████▋  | 402/519 [03:04<01:01,  1.92it/s]
      26/80      0.94G     0.9999      1.616      0.673      1.261          7        640:  78%|███████▊  | 403/519 [03:04<00:49,  2.35it/s]
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      26/80      0.94G     0.9999      1.616     0.6735       1.26         12        640:  78%|███████▊  | 406/519 [03:06<00:58,  1.92it/s]
      26/80      0.94G     0.9995      1.615     0.6731      1.259         13        640:  78%|███████▊  | 406/519 [03:06<00:58,  1.92it/s]
      26/80      0.94G     0.9995      1.615     0.6731      1.259         13        640:  78%|███████▊  | 407/519 [03:06<00:47,  2.34it/s]
      26/80      0.94G          1      1.616     0.6734       1.26         11        640:  78%|███████▊  | 407/519 [03:07<00:47,  2.34it/s]
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      26/80      0.94G     0.9998      1.616     0.6729      1.259         14        640:  79%|███████▉  | 409/519 [03:08<00:59,  1.85it/s]
      26/80      0.94G     0.9991      1.614     0.6723      1.259         10        640:  79%|███████▉  | 409/519 [03:08<00:59,  1.85it/s]
      26/80      0.94G     0.9991      1.614     0.6723      1.259         10        640:  79%|███████▉  | 410/519 [03:08<00:48,  2.25it/s]
      26/80      0.94G     0.9994      1.615     0.6723      1.259          9        640:  79%|███████▉  | 410/519 [03:08<00:48,  2.25it/s]
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      26/80      0.94G     0.9998      1.615     0.6729      1.259         12        640:  79%|███████▉  | 411/519 [03:08<00:41,  2.59it/s]
      26/80      0.94G     0.9998      1.615     0.6729      1.259         12        640:  79%|███████▉  | 412/519 [03:08<00:35,  2.99it/s]
      26/80      0.94G          1      1.615      0.674      1.259         11        640:  79%|███████▉  | 412/519 [03:09<00:35,  2.99it/s]
      26/80      0.94G          1      1.615      0.674      1.259         11        640:  80%|███████▉  | 413/519 [03:09<01:03,  1.67it/s]
      26/80      0.94G     0.9999      1.614     0.6737      1.259         10        640:  80%|███████▉  | 413/519 [03:10<01:03,  1.67it/s]
      26/80      0.94G     0.9999      1.614     0.6737      1.259         10        640:  80%|███████▉  | 414/519 [03:10<00:53,  1.95it/s]
      26/80      0.94G     0.9995      1.614     0.6737      1.258         11        640:  80%|███████▉  | 414/519 [03:10<00:53,  1.95it/s]
      26/80      0.94G     0.9995      1.614     0.6737      1.258         11        640:  80%|███████▉  | 415/519 [03:10<00:46,  2.25it/s]
      26/80      0.94G     0.9996      1.614     0.6736      1.258         10        640:  80%|███████▉  | 415/519 [03:10<00:46,  2.25it/s]
      26/80      0.94G     0.9996      1.614     0.6736      1.258         10        640:  80%|████████  | 416/519 [03:10<00:38,  2.65it/s]
      26/80      0.94G          1      1.616     0.6754      1.259          7        640:  80%|████████  | 416/519 [03:11<00:38,  2.65it/s]
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      26/80      0.94G      1.001      1.618     0.6784      1.259          8        640:  81%|████████  | 418/519 [03:12<00:43,  2.34it/s]
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      26/80      0.94G      1.001      1.618      0.678       1.26          7        640:  81%|████████  | 419/519 [03:12<00:37,  2.67it/s]
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      26/80      0.94G      1.002      1.619     0.6791       1.26          8        640:  81%|████████  | 421/519 [03:13<00:40,  2.41it/s]
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      26/80      0.94G      1.001      1.623     0.6801       1.26          9        640:  83%|████████▎ | 431/519 [03:17<00:38,  2.27it/s]
      26/80      0.94G      1.001      1.623     0.6801       1.26          9        640:  83%|████████▎ | 432/519 [03:17<00:32,  2.68it/s]
      26/80      0.94G      1.001      1.624     0.6799       1.26         13        640:  83%|████████▎ | 432/519 [03:18<00:32,  2.68it/s]
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      26/80      0.94G      1.002      1.625     0.6804       1.26         10        640:  83%|████████▎ | 433/519 [03:18<00:47,  1.80it/s]
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      26/80      0.94G      1.001      1.628     0.6807      1.259         11        640:  85%|████████▍ | 441/519 [03:22<00:47,  1.63it/s]
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      26/80      0.94G          1      1.627     0.6803      1.259          5        640:  85%|████████▌ | 443/519 [03:23<00:31,  2.41it/s]
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      26/80      0.94G     0.9999      1.627     0.6804      1.258          7        640:  86%|████████▌ | 444/519 [03:24<00:26,  2.79it/s]
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      26/80      0.94G     0.9997      1.627     0.6803      1.258         13        640:  86%|████████▌ | 445/519 [03:24<00:44,  1.65it/s]
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      26/80      0.94G     0.9989      1.626     0.6799      1.258         10        640:  86%|████████▌ | 446/519 [03:24<00:36,  1.98it/s]
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      26/80      0.94G          1      1.628     0.6807      1.258         11        640:  86%|████████▌ | 447/519 [03:25<00:31,  2.27it/s]
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      26/80      0.94G      1.001      1.627     0.6819      1.259          9        640:  89%|████████▉ | 461/519 [03:31<00:34,  1.68it/s]
      26/80      0.94G      1.001      1.627     0.6819      1.259          9        640:  89%|████████▉ | 462/519 [03:31<00:29,  1.92it/s]
      26/80      0.94G      1.001      1.627     0.6821       1.26         12        640:  89%|████████▉ | 462/519 [03:31<00:29,  1.92it/s]
      26/80      0.94G      1.001      1.627     0.6821       1.26         12        640:  89%|████████▉ | 463/519 [03:31<00:24,  2.24it/s]
      26/80      0.94G      1.002      1.628      0.683      1.261         11        640:  89%|████████▉ | 463/519 [03:32<00:24,  2.24it/s]
      26/80      0.94G      1.002      1.628      0.683      1.261         11        640:  89%|████████▉ | 464/519 [03:32<00:21,  2.62it/s]
      26/80      0.94G      1.002      1.629      0.683      1.261         12        640:  89%|████████▉ | 464/519 [03:32<00:21,  2.62it/s]
      26/80      0.94G      1.002      1.629      0.683      1.261         12        640:  90%|████████▉ | 465/519 [03:32<00:28,  1.90it/s]
      26/80      0.94G      1.002      1.629     0.6827       1.26          6        640:  90%|████████▉ | 465/519 [03:33<00:28,  1.90it/s]
      26/80      0.94G      1.002      1.629     0.6827       1.26          6        640:  90%|████████▉ | 466/519 [03:33<00:23,  2.29it/s]
      26/80      0.94G      1.001      1.629     0.6824       1.26          9        640:  90%|████████▉ | 466/519 [03:33<00:23,  2.29it/s]
      26/80      0.94G      1.001      1.629     0.6824       1.26          9        640:  90%|████████▉ | 467/519 [03:33<00:18,  2.80it/s]
      26/80      0.94G      1.002      1.628     0.6826       1.26         10        640:  90%|████████▉ | 467/519 [03:33<00:18,  2.80it/s]
      26/80      0.94G      1.002      1.628     0.6826       1.26         10        640:  90%|█████████ | 468/519 [03:33<00:21,  2.36it/s]
      26/80      0.94G      1.002      1.628     0.6823       1.26         10        640:  90%|█████████ | 468/519 [03:35<00:21,  2.36it/s]
      26/80      0.94G      1.002      1.628     0.6823       1.26         10        640:  90%|█████████ | 469/519 [03:35<00:31,  1.58it/s]
      26/80      0.94G      1.003       1.63     0.6832       1.26         14        640:  90%|█████████ | 469/519 [03:35<00:31,  1.58it/s]
      26/80      0.94G      1.003       1.63     0.6832       1.26         14        640:  91%|█████████ | 470/519 [03:35<00:24,  1.97it/s]
      26/80      0.94G      1.002       1.63     0.6831       1.26          8        640:  91%|█████████ | 470/519 [03:35<00:24,  1.97it/s]
      26/80      0.94G      1.002       1.63     0.6831       1.26          8        640:  91%|█████████ | 471/519 [03:35<00:21,  2.23it/s]
      26/80      0.94G      1.002      1.629     0.6828       1.26          7        640:  91%|█████████ | 471/519 [03:36<00:21,  2.23it/s]
      26/80      0.94G      1.002      1.629     0.6828       1.26          7        640:  91%|█████████ | 472/519 [03:36<00:27,  1.71it/s]
      26/80      0.94G      1.002      1.629     0.6827      1.261          6        640:  91%|█████████ | 472/519 [03:37<00:27,  1.71it/s]
      26/80      0.94G      1.002      1.629     0.6827      1.261          6        640:  91%|█████████ | 473/519 [03:37<00:30,  1.53it/s]
      26/80      0.94G      1.003       1.63     0.6831      1.261          6        640:  91%|█████████ | 473/519 [03:37<00:30,  1.53it/s]
      26/80      0.94G      1.003       1.63     0.6831      1.261          6        640:  91%|█████████▏| 474/519 [03:37<00:24,  1.87it/s]
      26/80      0.94G      1.002       1.63     0.6827      1.261         10        640:  91%|█████████▏| 474/519 [03:37<00:24,  1.87it/s]
      26/80      0.94G      1.002       1.63     0.6827      1.261         10        640:  92%|█████████▏| 475/519 [03:37<00:19,  2.26it/s]
      26/80      0.94G      1.002       1.63     0.6826      1.261         12        640:  92%|█████████▏| 475/519 [03:38<00:19,  2.26it/s]
      26/80      0.94G      1.002       1.63     0.6826      1.261         12        640:  92%|█████████▏| 476/519 [03:38<00:28,  1.52it/s]
      26/80      0.94G      1.002      1.631     0.6828      1.261         11        640:  92%|█████████▏| 476/519 [03:39<00:28,  1.52it/s]
      26/80      0.94G      1.002      1.631     0.6828      1.261         11        640:  92%|█████████▏| 477/519 [03:39<00:21,  1.97it/s]
      26/80      0.94G      1.003      1.631     0.6833      1.261         14        640:  92%|█████████▏| 477/519 [03:39<00:21,  1.97it/s]
      26/80      0.94G      1.003      1.631     0.6833      1.261         14        640:  92%|█████████▏| 478/519 [03:39<00:19,  2.15it/s]
      26/80      0.94G      1.003      1.633     0.6838      1.261          7        640:  92%|█████████▏| 478/519 [03:39<00:19,  2.15it/s]
      26/80      0.94G      1.003      1.633     0.6838      1.261          7        640:  92%|█████████▏| 479/519 [03:39<00:16,  2.48it/s]
      26/80      0.94G      1.003      1.633      0.684      1.261         12        640:  92%|█████████▏| 479/519 [03:40<00:16,  2.48it/s]
      26/80      0.94G      1.003      1.633      0.684      1.261         12        640:  92%|█████████▏| 480/519 [03:40<00:24,  1.59it/s]
      26/80      0.94G      1.003      1.632     0.6838      1.261         14        640:  92%|█████████▏| 480/519 [03:41<00:24,  1.59it/s]
      26/80      0.94G      1.003      1.632     0.6838      1.261         14        640:  93%|█████████▎| 481/519 [03:41<00:21,  1.74it/s]
      26/80      0.94G      1.003      1.632     0.6836      1.261         11        640:  93%|█████████▎| 481/519 [03:41<00:21,  1.74it/s]
      26/80      0.94G      1.003      1.632     0.6836      1.261         11        640:  93%|█████████▎| 482/519 [03:41<00:17,  2.08it/s]
      26/80      0.94G      1.003      1.633     0.6836       1.26         14        640:  93%|█████████▎| 482/519 [03:41<00:17,  2.08it/s]
      26/80      0.94G      1.003      1.633     0.6836       1.26         14        640:  93%|█████████▎| 483/519 [03:41<00:14,  2.45it/s]
      26/80      0.94G      1.003      1.632     0.6834       1.26          7        640:  93%|█████████▎| 483/519 [03:42<00:14,  2.45it/s]
      26/80      0.94G      1.003      1.632     0.6834       1.26          7        640:  93%|█████████▎| 484/519 [03:42<00:18,  1.85it/s]
      26/80      0.94G      1.003      1.633     0.6831       1.26         11        640:  93%|█████████▎| 484/519 [03:43<00:18,  1.85it/s]
      26/80      0.94G      1.003      1.633     0.6831       1.26         11        640:  93%|█████████▎| 485/519 [03:43<00:18,  1.82it/s]
      26/80      0.94G      1.002      1.632     0.6828       1.26          7        640:  93%|█████████▎| 485/519 [03:43<00:18,  1.82it/s]
      26/80      0.94G      1.002      1.632     0.6828       1.26          7        640:  94%|█████████▎| 486/519 [03:43<00:14,  2.26it/s]
      26/80      0.94G      1.003      1.633     0.6828       1.26          8        640:  94%|█████████▎| 486/519 [03:43<00:14,  2.26it/s]
      26/80      0.94G      1.003      1.633     0.6828       1.26          8        640:  94%|█████████▍| 487/519 [03:43<00:12,  2.59it/s]
      26/80      0.94G      1.003      1.633     0.6824       1.26         11        640:  94%|█████████▍| 487/519 [03:44<00:12,  2.59it/s]
      26/80      0.94G      1.003      1.633     0.6824       1.26         11        640:  94%|█████████▍| 488/519 [03:44<00:20,  1.49it/s]
      26/80      0.94G      1.002      1.634     0.6825       1.26         13        640:  94%|█████████▍| 488/519 [03:45<00:20,  1.49it/s]
      26/80      0.94G      1.002      1.634     0.6825       1.26         13        640:  94%|█████████▍| 489/519 [03:45<00:15,  1.94it/s]
      26/80      0.94G      1.002      1.633     0.6822      1.259         11        640:  94%|█████████▍| 489/519 [03:45<00:15,  1.94it/s]
      26/80      0.94G      1.002      1.633     0.6822      1.259         11        640:  94%|█████████▍| 490/519 [03:45<00:12,  2.37it/s]
      26/80      0.94G      1.002      1.634     0.6822       1.26         13        640:  94%|█████████▍| 490/519 [03:45<00:12,  2.37it/s]
      26/80      0.94G      1.002      1.634     0.6822       1.26         13        640:  95%|█████████▍| 491/519 [03:45<00:10,  2.74it/s]
      26/80      0.94G      1.002      1.634      0.682      1.259         14        640:  95%|█████████▍| 491/519 [03:46<00:10,  2.74it/s]
      26/80      0.94G      1.002      1.634      0.682      1.259         14        640:  95%|█████████▍| 492/519 [03:46<00:16,  1.65it/s]
      26/80      0.94G      1.002      1.635     0.6822       1.26         10        640:  95%|█████████▍| 492/519 [03:46<00:16,  1.65it/s]
      26/80      0.94G      1.002      1.635     0.6822       1.26         10        640:  95%|█████████▍| 493/519 [03:46<00:12,  2.12it/s]
      26/80      0.94G      1.002      1.634      0.682       1.26          4        640:  95%|█████████▍| 493/519 [03:47<00:12,  2.12it/s]
      26/80      0.94G      1.002      1.634      0.682       1.26          4        640:  95%|█████████▌| 494/519 [03:47<00:10,  2.48it/s]
      26/80      0.94G      1.002      1.633     0.6822       1.26         10        640:  95%|█████████▌| 494/519 [03:47<00:10,  2.48it/s]
      26/80      0.94G      1.002      1.633     0.6822       1.26         10        640:  95%|█████████▌| 495/519 [03:47<00:08,  2.74it/s]
      26/80      0.94G      1.003      1.634     0.6826       1.26         10        640:  95%|█████████▌| 495/519 [03:48<00:08,  2.74it/s]
      26/80      0.94G      1.003      1.634     0.6826       1.26         10        640:  96%|█████████▌| 496/519 [03:48<00:11,  1.94it/s]
      26/80      0.94G      1.002      1.634     0.6825       1.26          6        640:  96%|█████████▌| 496/519 [03:48<00:11,  1.94it/s]
      26/80      0.94G      1.002      1.634     0.6825       1.26          6        640:  96%|█████████▌| 497/519 [03:48<00:09,  2.36it/s]
      26/80      0.94G      1.002      1.633     0.6825       1.26          7        640:  96%|█████████▌| 497/519 [03:48<00:09,  2.36it/s]
      26/80      0.94G      1.002      1.633     0.6825       1.26          7        640:  96%|█████████▌| 498/519 [03:48<00:07,  2.90it/s]
      26/80      0.94G      1.002      1.632     0.6823       1.26         10        640:  96%|█████████▌| 498/519 [03:48<00:07,  2.90it/s]
      26/80      0.94G      1.002      1.632     0.6823       1.26         10        640:  96%|█████████▌| 499/519 [03:48<00:06,  3.15it/s]
      26/80      0.94G      1.001      1.632     0.6825       1.26          8        640:  96%|█████████▌| 499/519 [03:50<00:06,  3.15it/s]
      26/80      0.94G      1.001      1.632     0.6825       1.26          8        640:  96%|█████████▋| 500/519 [03:50<00:11,  1.60it/s]
      26/80      0.94G      1.001      1.632      0.682       1.26          9        640:  96%|█████████▋| 500/519 [03:50<00:11,  1.60it/s]
      26/80      0.94G      1.001      1.632      0.682       1.26          9        640:  97%|█████████▋| 501/519 [03:50<00:08,  2.03it/s]
      26/80      0.94G          1      1.632     0.6818      1.259          7        640:  97%|█████████▋| 501/519 [03:50<00:08,  2.03it/s]
      26/80      0.94G          1      1.632     0.6818      1.259          7        640:  97%|█████████▋| 502/519 [03:50<00:06,  2.44it/s]
      26/80      0.94G          1      1.632     0.6815      1.259          8        640:  97%|█████████▋| 502/519 [03:50<00:06,  2.44it/s]
      26/80      0.94G          1      1.632     0.6815      1.259          8        640:  97%|█████████▋| 503/519 [03:50<00:05,  2.95it/s]
      26/80      0.94G     0.9995      1.631     0.6808      1.259          6        640:  97%|█████████▋| 503/519 [03:51<00:05,  2.95it/s]
      26/80      0.94G     0.9995      1.631     0.6808      1.259          6        640:  97%|█████████▋| 504/519 [03:51<00:08,  1.86it/s]
      26/80      0.94G     0.9998       1.63     0.6813      1.259         12        640:  97%|█████████▋| 504/519 [03:52<00:08,  1.86it/s]
      26/80      0.94G     0.9998       1.63     0.6813      1.259         12        640:  97%|█████████▋| 505/519 [03:52<00:06,  2.30it/s]
      26/80      0.94G          1      1.631     0.6817      1.259         10        640:  97%|█████████▋| 505/519 [03:52<00:06,  2.30it/s]
      26/80      0.94G          1      1.631     0.6817      1.259         10        640:  97%|█████████▋| 506/519 [03:52<00:04,  2.62it/s]
      26/80      0.94G          1      1.631     0.6821      1.259         10        640:  97%|█████████▋| 506/519 [03:52<00:04,  2.62it/s]
      26/80      0.94G          1      1.631     0.6821      1.259         10        640:  98%|█████████▊| 507/519 [03:52<00:04,  2.98it/s]
      26/80      0.94G      1.001      1.632     0.6825      1.259          7        640:  98%|█████████▊| 507/519 [03:53<00:04,  2.98it/s]
      26/80      0.94G      1.001      1.632     0.6825      1.259          7        640:  98%|█████████▊| 508/519 [03:53<00:05,  1.95it/s]
      26/80      0.94G      1.001      1.632     0.6828      1.259          8        640:  98%|█████████▊| 508/519 [03:53<00:05,  1.95it/s]
      26/80      0.94G      1.001      1.632     0.6828      1.259          8        640:  98%|█████████▊| 509/519 [03:53<00:04,  2.30it/s]
      26/80      0.94G          1      1.631     0.6824      1.259          9        640:  98%|█████████▊| 509/519 [03:53<00:04,  2.30it/s]
      26/80      0.94G          1      1.631     0.6824      1.259          9        640:  98%|█████████▊| 510/519 [03:53<00:03,  2.59it/s]
      26/80      0.94G      1.001      1.632     0.6826      1.259         10        640:  98%|█████████▊| 510/519 [03:54<00:03,  2.59it/s]
      26/80      0.94G      1.001      1.632     0.6826      1.259         10        640:  98%|█████████▊| 511/519 [03:54<00:02,  2.73it/s]
      26/80      0.94G          1      1.631     0.6822      1.259         12        640:  98%|█████████▊| 511/519 [03:55<00:02,  2.73it/s]
      26/80      0.94G          1      1.631     0.6822      1.259         12        640:  99%|█████████▊| 512/519 [03:55<00:04,  1.72it/s]
      26/80      0.94G          1      1.631     0.6823      1.259         10        640:  99%|█████████▊| 512/519 [03:55<00:04,  1.72it/s]
      26/80      0.94G          1      1.631     0.6823      1.259         10        640:  99%|█████████▉| 513/519 [03:55<00:02,  2.15it/s]
      26/80      0.94G      1.001      1.631     0.6829      1.259         10        640:  99%|█████████▉| 513/519 [03:55<00:02,  2.15it/s]
      26/80      0.94G      1.001      1.631     0.6829      1.259         10        640:  99%|█████████▉| 514/519 [03:55<00:01,  2.79it/s]
      26/80      0.94G          1      1.631     0.6827      1.259         13        640:  99%|█████████▉| 514/519 [03:55<00:01,  2.79it/s]
      26/80      0.94G          1      1.631     0.6827      1.259         13        640:  99%|█████████▉| 515/519 [03:55<00:01,  3.52it/s]
      26/80      0.94G      1.001      1.631     0.6828      1.259         14        640:  99%|█████████▉| 515/519 [03:56<00:01,  3.52it/s]
      26/80      0.94G      1.001      1.631     0.6828      1.259         14        640:  99%|█████████▉| 516/519 [03:56<00:00,  3.10it/s]
      26/80      0.94G          1      1.631     0.6826      1.258         13        640:  99%|█████████▉| 516/519 [03:56<00:00,  3.10it/s]
      26/80      0.94G     0.9999      1.631     0.6825      1.258          8        640:  99%|█████████▉| 516/519 [03:56<00:00,  3.10it/s]
      26/80      0.94G     0.9999      1.631     0.6825      1.258          8        640: 100%|█████████▉| 518/519 [03:56<00:00,  4.87it/s]
      26/80      0.94G      1.001      1.632     0.6849      1.259          3        640: 100%|█████████▉| 518/519 [03:56<00:00,  4.87it/s]
      26/80      0.94G      1.001      1.632     0.6849      1.259          3        640: 100%|██████████| 519/519 [03:56<00:00,  2.19it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:41,  6.28s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:56,  2.80s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:06<01:43,  1.67s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:08,  1.12s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:56,  1.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:48,  1.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:43,  1.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:38,  1.48it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:09<00:32,  1.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:27,  2.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:25,  2.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:23,  2.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:24,  2.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:23,  2.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:25,  1.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:25,  1.88it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:23,  2.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:22,  2.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:23,  1.93it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:15<00:23,  1.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:26,  1.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:25,  1.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:23,  1.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:17,  2.31it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:15,  2.51it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:13,  2.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:10,  3.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:08,  4.31it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:07,  4.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  5.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:05,  6.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:04,  6.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  6.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:04,  6.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  5.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  6.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.58it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:21<00:01,  7.44it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  82%|████████▏ | 53/65 [00:22<00:01,  8.53it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  9.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.42it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:23<00:00,  9.88it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.77it/s]
-                   all        519        519      0.978      0.936      0.985      0.731      0.982      0.934      0.986      0.709
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
      27/80      0.94G     0.9129       1.55     0.5847      1.147         11        640:   0%|          | 0/519 [00:03<?, ?it/s]
      27/80      0.94G     0.9129       1.55     0.5847      1.147         11        640:   0%|          | 1/519 [00:03<30:14,  3.50s/it]
      27/80      0.94G     0.9685      1.424     0.6401      1.188         12        640:   0%|          | 1/519 [00:03<30:14,  3.50s/it]
      27/80      0.94G     0.9685      1.424     0.6401      1.188         12        640:   0%|          | 2/519 [00:03<13:41,  1.59s/it]
      27/80      0.94G     0.9743      1.586     0.6658      1.187          8        640:   0%|          | 2/519 [00:03<13:41,  1.59s/it]
      27/80      0.94G     0.9743      1.586     0.6658      1.187          8        640:   1%|          | 3/519 [00:03<08:11,  1.05it/s]
      27/80      0.94G     0.9326      1.667     0.6896       1.22          9        640:   1%|          | 3/519 [00:04<08:11,  1.05it/s]
      27/80      0.94G     0.9326      1.667     0.6896       1.22          9        640:   1%|          | 4/519 [00:04<05:57,  1.44it/s]
      27/80      0.94G     0.9308      1.553     0.6683      1.228          8        640:   1%|          | 4/519 [00:04<05:57,  1.44it/s]
      27/80      0.94G     0.9308      1.553     0.6683      1.228          8        640:   1%|          | 5/519 [00:04<06:07,  1.40it/s]
      27/80      0.94G     0.9061      1.571      0.647      1.223         13        640:   1%|          | 5/519 [00:05<06:07,  1.40it/s]
      27/80      0.94G     0.9061      1.571      0.647      1.223         13        640:   1%|          | 6/519 [00:05<05:28,  1.56it/s]
      27/80      0.94G     0.8907      1.531     0.6289      1.226          7        640:   1%|          | 6/519 [00:05<05:28,  1.56it/s]
      27/80      0.94G     0.8907      1.531     0.6289      1.226          7        640:   1%|▏         | 7/519 [00:05<04:34,  1.86it/s]
      27/80      0.94G     0.9245      1.578     0.6972      1.252          8        640:   1%|▏         | 7/519 [00:06<04:34,  1.86it/s]
      27/80      0.94G     0.9245      1.578     0.6972      1.252          8        640:   2%|▏         | 8/519 [00:06<03:54,  2.18it/s]
      27/80      0.94G     0.9349      1.732     0.7084      1.253          8        640:   2%|▏         | 8/519 [00:06<03:54,  2.18it/s]
      27/80      0.94G     0.9349      1.732     0.7084      1.253          8        640:   2%|▏         | 9/519 [00:06<03:29,  2.43it/s]
      27/80      0.94G     0.9425      1.716     0.7044      1.255         13        640:   2%|▏         | 9/519 [00:08<03:29,  2.43it/s]
      27/80      0.94G     0.9425      1.716     0.7044      1.255         13        640:   2%|▏         | 10/519 [00:08<06:37,  1.28it/s]
      27/80      0.94G     0.9328       1.67     0.7021      1.247         11        640:   2%|▏         | 10/519 [00:08<06:37,  1.28it/s]
      27/80      0.94G     0.9328       1.67     0.7021      1.247         11        640:   2%|▏         | 11/519 [00:08<05:10,  1.64it/s]
      27/80      0.94G     0.9379      1.718     0.7175      1.247         10        640:   2%|▏         | 11/519 [00:08<05:10,  1.64it/s]
      27/80      0.94G     0.9379      1.718     0.7175      1.247         10        640:   2%|▏         | 12/519 [00:08<04:09,  2.03it/s]
      27/80      0.94G     0.9315      1.701     0.7039      1.241         10        640:   2%|▏         | 12/519 [00:08<04:09,  2.03it/s]
      27/80      0.94G     0.9315      1.701     0.7039      1.241         10        640:   3%|▎         | 13/519 [00:08<03:36,  2.33it/s]
      27/80      0.94G     0.9238      1.677     0.6909      1.224         10        640:   3%|▎         | 13/519 [00:09<03:36,  2.33it/s]
      27/80      0.94G     0.9238      1.677     0.6909      1.224         10        640:   3%|▎         | 14/519 [00:09<04:35,  1.83it/s]
      27/80      0.94G     0.9484      1.717     0.7016      1.247         12        640:   3%|▎         | 14/519 [00:09<04:35,  1.83it/s]
      27/80      0.94G     0.9484      1.717     0.7016      1.247         12        640:   3%|▎         | 15/519 [00:09<03:42,  2.27it/s]
      27/80      0.94G     0.9568      1.742      0.701      1.243          8        640:   3%|▎         | 15/519 [00:10<03:42,  2.27it/s]
      27/80      0.94G     0.9568      1.742      0.701      1.243          8        640:   3%|▎         | 16/519 [00:10<03:21,  2.49it/s]
      27/80      0.94G     0.9784      1.745     0.7069      1.247         11        640:   3%|▎         | 16/519 [00:10<03:21,  2.49it/s]
      27/80      0.94G     0.9784      1.745     0.7069      1.247         11        640:   3%|▎         | 17/519 [00:10<02:52,  2.91it/s]
      27/80      0.94G       0.98      1.743     0.7128      1.252          6        640:   3%|▎         | 17/519 [00:10<02:52,  2.91it/s]
      27/80      0.94G       0.98      1.743     0.7128      1.252          6        640:   3%|▎         | 18/519 [00:10<02:54,  2.87it/s]
      27/80      0.94G     0.9898      1.774     0.7262      1.262          7        640:   3%|▎         | 18/519 [00:10<02:54,  2.87it/s]
      27/80      0.94G     0.9898      1.774     0.7262      1.262          7        640:   4%|▎         | 19/519 [00:10<02:38,  3.15it/s]
      27/80      0.94G      0.994      1.773     0.7275      1.272         10        640:   4%|▎         | 19/519 [00:11<02:38,  3.15it/s]
      27/80      0.94G      0.994      1.773     0.7275      1.272         10        640:   4%|▍         | 20/519 [00:11<02:21,  3.53it/s]
      27/80      0.94G      1.002      1.769     0.7235      1.271          9        640:   4%|▍         | 20/519 [00:11<02:21,  3.53it/s]
      27/80      0.94G      1.002      1.769     0.7235      1.271          9        640:   4%|▍         | 21/519 [00:11<02:14,  3.71it/s]
      27/80      0.94G      1.002      1.777     0.7312      1.267         12        640:   4%|▍         | 21/519 [00:12<02:14,  3.71it/s]
      27/80      0.94G      1.002      1.777     0.7312      1.267         12        640:   4%|▍         | 22/519 [00:12<05:20,  1.55it/s]
      27/80      0.94G     0.9953      1.738     0.7203       1.26         10        640:   4%|▍         | 22/519 [00:13<05:20,  1.55it/s]
      27/80      0.94G     0.9953      1.738     0.7203       1.26         10        640:   4%|▍         | 23/519 [00:13<04:33,  1.81it/s]
      27/80      0.94G      1.003      1.752     0.7416      1.265         10        640:   4%|▍         | 23/519 [00:13<04:33,  1.81it/s]
      27/80      0.94G      1.003      1.752     0.7416      1.265         10        640:   5%|▍         | 24/519 [00:13<03:44,  2.20it/s]
      27/80      0.94G      1.007      1.741      0.742      1.264          9        640:   5%|▍         | 24/519 [00:13<03:44,  2.20it/s]
      27/80      0.94G      1.007      1.741      0.742      1.264          9        640:   5%|▍         | 25/519 [00:13<03:12,  2.56it/s]
      27/80      0.94G      1.015      1.738     0.7485      1.273          8        640:   5%|▍         | 25/519 [00:14<03:12,  2.56it/s]
      27/80      0.94G      1.015      1.738     0.7485      1.273          8        640:   5%|▌         | 26/519 [00:14<04:41,  1.75it/s]
      27/80      0.94G      1.024      1.732     0.7467      1.272         10        640:   5%|▌         | 26/519 [00:14<04:41,  1.75it/s]
      27/80      0.94G      1.024      1.732     0.7467      1.272         10        640:   5%|▌         | 27/519 [00:14<03:40,  2.23it/s]
      27/80      0.94G      1.024       1.72      0.749      1.271         11        640:   5%|▌         | 27/519 [00:15<03:40,  2.23it/s]
      27/80      0.94G      1.024       1.72      0.749      1.271         11        640:   5%|▌         | 28/519 [00:15<03:09,  2.60it/s]
      27/80      0.94G      1.017      1.709     0.7429       1.27         11        640:   5%|▌         | 28/519 [00:15<03:09,  2.60it/s]
      27/80      0.94G      1.017      1.709     0.7429       1.27         11        640:   6%|▌         | 29/519 [00:15<02:50,  2.87it/s]
      27/80      0.94G      1.025      1.706     0.7524      1.272          8        640:   6%|▌         | 29/519 [00:16<02:50,  2.87it/s]
      27/80      0.94G      1.025      1.706     0.7524      1.272          8        640:   6%|▌         | 30/519 [00:16<05:05,  1.60it/s]
      27/80      0.94G       1.02      1.688     0.7444      1.265         14        640:   6%|▌         | 30/519 [00:16<05:05,  1.60it/s]
      27/80      0.94G       1.02      1.688     0.7444      1.265         14        640:   6%|▌         | 31/519 [00:16<03:57,  2.05it/s]
      27/80      0.94G      1.023      1.683     0.7445      1.269          9        640:   6%|▌         | 31/519 [00:16<03:57,  2.05it/s]
      27/80      0.94G      1.023      1.683     0.7445      1.269          9        640:   6%|▌         | 32/519 [00:16<03:21,  2.42it/s]
      27/80      0.94G      1.017      1.679      0.735      1.267         10        640:   6%|▌         | 32/519 [00:17<03:21,  2.42it/s]
      27/80      0.94G      1.017      1.679      0.735      1.267         10        640:   6%|▋         | 33/519 [00:17<02:55,  2.78it/s]
      27/80      0.94G      1.012      1.681     0.7431      1.266          7        640:   6%|▋         | 33/519 [00:18<02:55,  2.78it/s]
      27/80      0.94G      1.012      1.681     0.7431      1.266          7        640:   7%|▋         | 34/519 [00:18<04:26,  1.82it/s]
      27/80      0.94G      1.008      1.671      0.736      1.265         10        640:   7%|▋         | 34/519 [00:18<04:26,  1.82it/s]
      27/80      0.94G      1.008      1.671      0.736      1.265         10        640:   7%|▋         | 35/519 [00:18<03:39,  2.20it/s]
      27/80      0.94G      1.011      1.673     0.7303      1.261          9        640:   7%|▋         | 35/519 [00:18<03:39,  2.20it/s]
      27/80      0.94G      1.011      1.673     0.7303      1.261          9        640:   7%|▋         | 36/519 [00:18<03:09,  2.55it/s]
      27/80      0.94G      1.017      1.695     0.7446      1.264         13        640:   7%|▋         | 36/519 [00:18<03:09,  2.55it/s]
      27/80      0.94G      1.017      1.695     0.7446      1.264         13        640:   7%|▋         | 37/519 [00:18<02:40,  3.00it/s]
      27/80      0.94G      1.018      1.691     0.7427      1.265          8        640:   7%|▋         | 37/519 [00:19<02:40,  3.00it/s]
      27/80      0.94G      1.018      1.691     0.7427      1.265          8        640:   7%|▋         | 38/519 [00:19<04:21,  1.84it/s]
      27/80      0.94G      1.016      1.687     0.7376      1.263         12        640:   7%|▋         | 38/519 [00:20<04:21,  1.84it/s]
      27/80      0.94G      1.016      1.687     0.7376      1.263         12        640:   8%|▊         | 39/519 [00:20<03:53,  2.06it/s]
      27/80      0.94G      1.012       1.68     0.7315       1.26         10        640:   8%|▊         | 39/519 [00:20<03:53,  2.06it/s]
      27/80      0.94G      1.012       1.68     0.7315       1.26         10        640:   8%|▊         | 40/519 [00:20<03:14,  2.47it/s]
      27/80      0.94G      1.002      1.668     0.7257      1.256         10        640:   8%|▊         | 40/519 [00:20<03:14,  2.47it/s]
      27/80      0.94G      1.002      1.668     0.7257      1.256         10        640:   8%|▊         | 41/519 [00:20<02:49,  2.82it/s]
      27/80      0.94G     0.9954      1.664     0.7218      1.253          9        640:   8%|▊         | 41/519 [00:21<02:49,  2.82it/s]
      27/80      0.94G     0.9954      1.664     0.7218      1.253          9        640:   8%|▊         | 42/519 [00:21<04:16,  1.86it/s]
      27/80      0.94G     0.9956      1.664     0.7227      1.255          9        640:   8%|▊         | 42/519 [00:21<04:16,  1.86it/s]
      27/80      0.94G     0.9956      1.664     0.7227      1.255          9        640:   8%|▊         | 43/519 [00:21<03:27,  2.30it/s]
      27/80      0.94G     0.9894      1.655     0.7204      1.251          9        640:   8%|▊         | 43/519 [00:22<03:27,  2.30it/s]
      27/80      0.94G     0.9894      1.655     0.7204      1.251          9        640:   8%|▊         | 44/519 [00:22<02:57,  2.68it/s]
      27/80      0.94G      1.002      1.663     0.7289      1.257         11        640:   8%|▊         | 44/519 [00:22<02:57,  2.68it/s]
      27/80      0.94G      1.002      1.663     0.7289      1.257         11        640:   9%|▊         | 45/519 [00:22<02:39,  2.97it/s]
      27/80      0.94G      0.997      1.663     0.7257      1.255         10        640:   9%|▊         | 45/519 [00:23<02:39,  2.97it/s]
      27/80      0.94G      0.997      1.663     0.7257      1.255         10        640:   9%|▉         | 46/519 [00:23<03:44,  2.11it/s]
      27/80      0.94G     0.9994      1.658     0.7247      1.256         10        640:   9%|▉         | 46/519 [00:23<03:44,  2.11it/s]
      27/80      0.94G     0.9994      1.658     0.7247      1.256         10        640:   9%|▉         | 47/519 [00:23<03:18,  2.37it/s]
      27/80      0.94G     0.9952      1.656     0.7248      1.255          9        640:   9%|▉         | 47/519 [00:23<03:18,  2.37it/s]
      27/80      0.94G     0.9952      1.656     0.7248      1.255          9        640:   9%|▉         | 48/519 [00:23<02:49,  2.78it/s]
      27/80      0.94G      1.003      1.666     0.7311      1.259         11        640:   9%|▉         | 48/519 [00:23<02:49,  2.78it/s]
      27/80      0.94G      1.003      1.666     0.7311      1.259         11        640:   9%|▉         | 49/519 [00:23<02:30,  3.11it/s]
      27/80      0.94G      1.005      1.657     0.7279      1.257         11        640:   9%|▉         | 49/519 [00:25<02:30,  3.11it/s]
      27/80      0.94G      1.005      1.657     0.7279      1.257         11        640:  10%|▉         | 50/519 [00:25<05:44,  1.36it/s]
      27/80      0.94G      1.014      1.661     0.7351      1.265         10        640:  10%|▉         | 50/519 [00:25<05:44,  1.36it/s]
      27/80      0.94G      1.014      1.661     0.7351      1.265         10        640:  10%|▉         | 51/519 [00:25<04:29,  1.74it/s]
      27/80      0.94G      1.019      1.665     0.7364      1.269         10        640:  10%|▉         | 51/519 [00:26<04:29,  1.74it/s]
      27/80      0.94G      1.019      1.665     0.7364      1.269         10        640:  10%|█         | 52/519 [00:26<03:38,  2.13it/s]
      27/80      0.94G       1.02       1.66     0.7355      1.275          7        640:  10%|█         | 52/519 [00:26<03:38,  2.13it/s]
      27/80      0.94G       1.02       1.66     0.7355      1.275          7        640:  10%|█         | 53/519 [00:26<03:05,  2.51it/s]
      27/80      0.94G      1.023      1.669     0.7406      1.276          8        640:  10%|█         | 53/519 [00:27<03:05,  2.51it/s]
      27/80      0.94G      1.023      1.669     0.7406      1.276          8        640:  10%|█         | 54/519 [00:27<04:34,  1.69it/s]
      27/80      0.94G      1.032      1.664     0.7421      1.279          8        640:  10%|█         | 54/519 [00:27<04:34,  1.69it/s]
      27/80      0.94G      1.032      1.664     0.7421      1.279          8        640:  11%|█         | 55/519 [00:27<03:50,  2.02it/s]
      27/80      0.94G      1.037      1.666     0.7438      1.278          9        640:  11%|█         | 55/519 [00:27<03:50,  2.02it/s]
      27/80      0.94G      1.037      1.666     0.7438      1.278          9        640:  11%|█         | 56/519 [00:27<03:16,  2.36it/s]
      27/80      0.94G       1.04      1.665     0.7415       1.28          9        640:  11%|█         | 56/519 [00:28<03:16,  2.36it/s]
      27/80      0.94G       1.04      1.665     0.7415       1.28          9        640:  11%|█         | 57/519 [00:28<02:58,  2.59it/s]
      27/80      0.94G      1.044      1.673     0.7423      1.284          7        640:  11%|█         | 57/519 [00:29<02:58,  2.59it/s]
      27/80      0.94G      1.044      1.673     0.7423      1.284          7        640:  11%|█         | 58/519 [00:29<04:10,  1.84it/s]
      27/80      0.94G      1.047      1.673     0.7397      1.282         12        640:  11%|█         | 58/519 [00:29<04:10,  1.84it/s]
      27/80      0.94G      1.047      1.673     0.7397      1.282         12        640:  11%|█▏        | 59/519 [00:29<03:21,  2.29it/s]
      27/80      0.94G      1.044      1.675     0.7389      1.281         10        640:  11%|█▏        | 59/519 [00:29<03:21,  2.29it/s]
      27/80      0.94G      1.044      1.675     0.7389      1.281         10        640:  12%|█▏        | 60/519 [00:29<03:01,  2.53it/s]
      27/80      0.94G      1.037      1.659     0.7347      1.276          7        640:  12%|█▏        | 60/519 [00:29<03:01,  2.53it/s]
      27/80      0.94G      1.037      1.659     0.7347      1.276          7        640:  12%|█▏        | 61/519 [00:29<02:39,  2.87it/s]
      27/80      0.94G      1.035      1.663     0.7355      1.276          8        640:  12%|█▏        | 61/519 [00:30<02:39,  2.87it/s]
      27/80      0.94G      1.035      1.663     0.7355      1.276          8        640:  12%|█▏        | 62/519 [00:30<03:55,  1.94it/s]
      27/80      0.94G      1.039      1.667     0.7332      1.279          8        640:  12%|█▏        | 62/519 [00:30<03:55,  1.94it/s]
      27/80      0.94G      1.039      1.667     0.7332      1.279          8        640:  12%|█▏        | 63/519 [00:30<03:17,  2.31it/s]
      27/80      0.94G      1.036      1.665     0.7317      1.277         10        640:  12%|█▏        | 63/519 [00:31<03:17,  2.31it/s]
      27/80      0.94G      1.036      1.665     0.7317      1.277         10        640:  12%|█▏        | 64/519 [00:31<02:46,  2.73it/s]
      27/80      0.94G      1.042      1.679     0.7351      1.292          6        640:  12%|█▏        | 64/519 [00:31<02:46,  2.73it/s]
      27/80      0.94G      1.042      1.679     0.7351      1.292          6        640:  13%|█▎        | 65/519 [00:31<02:30,  3.02it/s]
      27/80      0.94G      1.037      1.671     0.7297      1.288         12        640:  13%|█▎        | 65/519 [00:32<02:30,  3.02it/s]
      27/80      0.94G      1.037      1.671     0.7297      1.288         12        640:  13%|█▎        | 66/519 [00:32<03:55,  1.92it/s]
      27/80      0.94G      1.034      1.671     0.7288      1.286         11        640:  13%|█▎        | 66/519 [00:32<03:55,  1.92it/s]
      27/80      0.94G      1.034      1.671     0.7288      1.286         11        640:  13%|█▎        | 67/519 [00:32<03:15,  2.32it/s]
      27/80      0.94G       1.03      1.667     0.7282      1.283         12        640:  13%|█▎        | 67/519 [00:32<03:15,  2.32it/s]
      27/80      0.94G       1.03      1.667     0.7282      1.283         12        640:  13%|█▎        | 68/519 [00:32<03:03,  2.46it/s]
      27/80      0.94G      1.035      1.666      0.727      1.286          8        640:  13%|█▎        | 68/519 [00:33<03:03,  2.46it/s]
      27/80      0.94G      1.035      1.666      0.727      1.286          8        640:  13%|█▎        | 69/519 [00:33<02:44,  2.74it/s]
      27/80      0.94G      1.043      1.675      0.733      1.292          8        640:  13%|█▎        | 69/519 [00:34<02:44,  2.74it/s]
      27/80      0.94G      1.043      1.675      0.733      1.292          8        640:  13%|█▎        | 70/519 [00:34<04:19,  1.73it/s]
      27/80      0.94G      1.041      1.674     0.7307       1.29         13        640:  13%|█▎        | 70/519 [00:34<04:19,  1.73it/s]
      27/80      0.94G      1.041      1.674     0.7307       1.29         13        640:  14%|█▎        | 71/519 [00:34<03:42,  2.02it/s]
      27/80      0.94G      1.036      1.668     0.7293      1.287          8        640:  14%|█▎        | 71/519 [00:34<03:42,  2.02it/s]
      27/80      0.94G      1.036      1.668     0.7293      1.287          8        640:  14%|█▍        | 72/519 [00:34<03:06,  2.39it/s]
      27/80      0.94G      1.034      1.661     0.7272      1.287          9        640:  14%|█▍        | 72/519 [00:35<03:06,  2.39it/s]
      27/80      0.94G      1.034      1.661     0.7272      1.287          9        640:  14%|█▍        | 73/519 [00:35<02:41,  2.76it/s]
      27/80      0.94G      1.034      1.662     0.7244      1.288          9        640:  14%|█▍        | 73/519 [00:36<02:41,  2.76it/s]
      27/80      0.94G      1.034      1.662     0.7244      1.288          9        640:  14%|█▍        | 74/519 [00:36<04:07,  1.80it/s]
      27/80      0.94G      1.032      1.658     0.7223      1.285         14        640:  14%|█▍        | 74/519 [00:36<04:07,  1.80it/s]
      27/80      0.94G      1.032      1.658     0.7223      1.285         14        640:  14%|█▍        | 75/519 [00:36<03:16,  2.26it/s]
      27/80      0.94G      1.031      1.654     0.7194      1.284          7        640:  14%|█▍        | 75/519 [00:36<03:16,  2.26it/s]
      27/80      0.94G      1.031      1.654     0.7194      1.284          7        640:  15%|█▍        | 76/519 [00:36<02:57,  2.50it/s]
      27/80      0.94G      1.031      1.651     0.7197      1.283         12        640:  15%|█▍        | 76/519 [00:36<02:57,  2.50it/s]
      27/80      0.94G      1.031      1.651     0.7197      1.283         12        640:  15%|█▍        | 77/519 [00:36<02:31,  2.93it/s]
      27/80      0.94G      1.031      1.656     0.7188      1.286          5        640:  15%|█▍        | 77/519 [00:38<02:31,  2.93it/s]
      27/80      0.94G      1.031      1.656     0.7188      1.286          5        640:  15%|█▌        | 78/519 [00:38<05:16,  1.39it/s]
      27/80      0.94G      1.033      1.663     0.7193      1.287         15        640:  15%|█▌        | 78/519 [00:38<05:16,  1.39it/s]
      27/80      0.94G      1.033      1.663     0.7193      1.287         15        640:  15%|█▌        | 79/519 [00:38<04:08,  1.77it/s]
      27/80      0.94G      1.031      1.661     0.7177      1.285         13        640:  15%|█▌        | 79/519 [00:38<04:08,  1.77it/s]
      27/80      0.94G      1.031      1.661     0.7177      1.285         13        640:  15%|█▌        | 80/519 [00:38<03:22,  2.17it/s]
      27/80      0.94G      1.029      1.654      0.715      1.284          8        640:  15%|█▌        | 80/519 [00:38<03:22,  2.17it/s]
      27/80      0.94G      1.029      1.654      0.715      1.284          8        640:  16%|█▌        | 81/519 [00:38<02:51,  2.56it/s]
      27/80      0.94G      1.027      1.653     0.7125      1.282         10        640:  16%|█▌        | 81/519 [00:40<02:51,  2.56it/s]
      27/80      0.94G      1.027      1.653     0.7125      1.282         10        640:  16%|█▌        | 82/519 [00:40<04:46,  1.52it/s]
      27/80      0.94G      1.027      1.649     0.7101      1.284          9        640:  16%|█▌        | 82/519 [00:40<04:46,  1.52it/s]
      27/80      0.94G      1.027      1.649     0.7101      1.284          9        640:  16%|█▌        | 83/519 [00:40<03:46,  1.92it/s]
      27/80      0.94G      1.024      1.646     0.7087      1.281         11        640:  16%|█▌        | 83/519 [00:40<03:46,  1.92it/s]
      27/80      0.94G      1.024      1.646     0.7087      1.281         11        640:  16%|█▌        | 84/519 [00:40<03:07,  2.32it/s]
      27/80      0.94G      1.021      1.643     0.7067      1.279         12        640:  16%|█▌        | 84/519 [00:40<03:07,  2.32it/s]
      27/80      0.94G      1.021      1.643     0.7067      1.279         12        640:  16%|█▋        | 85/519 [00:40<02:45,  2.63it/s]
      27/80      0.94G       1.02      1.637     0.7055      1.276         13        640:  16%|█▋        | 85/519 [00:42<02:45,  2.63it/s]
      27/80      0.94G       1.02      1.637     0.7055      1.276         13        640:  17%|█▋        | 86/519 [00:42<05:04,  1.42it/s]
      27/80      0.94G       1.02       1.64     0.7042      1.276          9        640:  17%|█▋        | 86/519 [00:42<05:04,  1.42it/s]
      27/80      0.94G       1.02       1.64     0.7042      1.276          9        640:  17%|█▋        | 87/519 [00:42<04:02,  1.78it/s]
      27/80      0.94G       1.02      1.639     0.7055      1.277          8        640:  17%|█▋        | 87/519 [00:42<04:02,  1.78it/s]
      27/80      0.94G       1.02      1.639     0.7055      1.277          8        640:  17%|█▋        | 88/519 [00:42<03:17,  2.18it/s]
      27/80      0.94G       1.02      1.641     0.7064      1.277         13        640:  17%|█▋        | 88/519 [00:43<03:17,  2.18it/s]
      27/80      0.94G       1.02      1.641     0.7064      1.277         13        640:  17%|█▋        | 89/519 [00:43<02:47,  2.56it/s]
      27/80      0.94G      1.018       1.64     0.7051      1.275          8        640:  17%|█▋        | 89/519 [00:44<02:47,  2.56it/s]
      27/80      0.94G      1.018       1.64     0.7051      1.275          8        640:  17%|█▋        | 90/519 [00:44<05:14,  1.36it/s]
      27/80      0.94G       1.02      1.647     0.7049      1.276         11        640:  17%|█▋        | 90/519 [00:44<05:14,  1.36it/s]
      27/80      0.94G       1.02      1.647     0.7049      1.276         11        640:  18%|█▊        | 91/519 [00:44<04:02,  1.77it/s]
      27/80      0.94G       1.02      1.645     0.7047      1.276         11        640:  18%|█▊        | 91/519 [00:44<04:02,  1.77it/s]
      27/80      0.94G       1.02      1.645     0.7047      1.276         11        640:  18%|█▊        | 92/519 [00:44<03:13,  2.20it/s]
      27/80      0.94G      1.017      1.642     0.7033      1.274         12        640:  18%|█▊        | 92/519 [00:45<03:13,  2.20it/s]
      27/80      0.94G      1.017      1.642     0.7033      1.274         12        640:  18%|█▊        | 93/519 [00:45<02:47,  2.55it/s]
      27/80      0.94G      1.019      1.645     0.7023      1.275         10        640:  18%|█▊        | 93/519 [00:46<02:47,  2.55it/s]
      27/80      0.94G      1.019      1.645     0.7023      1.275         10        640:  18%|█▊        | 94/519 [00:46<04:35,  1.55it/s]
      27/80      0.94G       1.02      1.646     0.7043      1.275         13        640:  18%|█▊        | 94/519 [00:46<04:35,  1.55it/s]
      27/80      0.94G       1.02      1.646     0.7043      1.275         13        640:  18%|█▊        | 95/519 [00:46<03:43,  1.89it/s]
      27/80      0.94G       1.02      1.644     0.7028      1.277          8        640:  18%|█▊        | 95/519 [00:46<03:43,  1.89it/s]
      27/80      0.94G       1.02      1.644     0.7028      1.277          8        640:  18%|█▊        | 96/519 [00:46<03:07,  2.25it/s]
      27/80      0.94G      1.025      1.649     0.7057      1.281         11        640:  18%|█▊        | 96/519 [00:47<03:07,  2.25it/s]
      27/80      0.94G      1.025      1.649     0.7057      1.281         11        640:  19%|█▊        | 97/519 [00:47<02:32,  2.77it/s]
      27/80      0.94G      1.027      1.647     0.7055      1.283         12        640:  19%|█▊        | 97/519 [00:47<02:32,  2.77it/s]
      27/80      0.94G      1.027      1.647     0.7055      1.283         12        640:  19%|█▉        | 98/519 [00:47<03:00,  2.33it/s]
      27/80      0.94G      1.027      1.661     0.7084      1.284          6        640:  19%|█▉        | 98/519 [00:47<03:00,  2.33it/s]
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      27/80      0.94G       1.02      1.654     0.7048      1.261          7        640:  92%|█████████▏| 480/519 [03:43<00:16,  2.37it/s]
      27/80      0.94G       1.02      1.654     0.7048      1.261          7        640:  93%|█████████▎| 481/519 [03:43<00:13,  2.81it/s]
      27/80      0.94G       1.02      1.654     0.7045      1.261          9        640:  93%|█████████▎| 481/519 [03:43<00:13,  2.81it/s]
      27/80      0.94G       1.02      1.654     0.7045      1.261          9        640:  93%|█████████▎| 482/519 [03:43<00:11,  3.17it/s]
      27/80      0.94G      1.021      1.654     0.7043      1.262         11        640:  93%|█████████▎| 482/519 [03:44<00:11,  3.17it/s]
      27/80      0.94G      1.021      1.654     0.7043      1.262         11        640:  93%|█████████▎| 483/519 [03:44<00:17,  2.11it/s]
      27/80      0.94G      1.021      1.655     0.7047      1.262          8        640:  93%|█████████▎| 483/519 [03:44<00:17,  2.11it/s]
      27/80      0.94G      1.021      1.655     0.7047      1.262          8        640:  93%|█████████▎| 484/519 [03:44<00:13,  2.66it/s]
      27/80      0.94G      1.021      1.654     0.7046      1.262         11        640:  93%|█████████▎| 484/519 [03:45<00:13,  2.66it/s]
      27/80      0.94G      1.021      1.654     0.7046      1.262         11        640:  93%|█████████▎| 485/519 [03:45<00:11,  3.02it/s]
      27/80      0.94G      1.021      1.654     0.7051      1.262          7        640:  93%|█████████▎| 485/519 [03:45<00:11,  3.02it/s]
      27/80      0.94G      1.021      1.654     0.7051      1.262          7        640:  94%|█████████▎| 486/519 [03:45<00:09,  3.32it/s]
      27/80      0.94G       1.02      1.653     0.7046      1.261         13        640:  94%|█████████▎| 486/519 [03:45<00:09,  3.32it/s]
      27/80      0.94G       1.02      1.653     0.7046      1.261         13        640:  94%|█████████▍| 487/519 [03:45<00:12,  2.67it/s]
      27/80      0.94G       1.02      1.653     0.7043      1.261          9        640:  94%|█████████▍| 487/519 [03:46<00:12,  2.67it/s]
      27/80      0.94G       1.02      1.653     0.7043      1.261          9        640:  94%|█████████▍| 488/519 [03:46<00:10,  3.02it/s]
      27/80      0.94G       1.02      1.655     0.7045      1.261         11        640:  94%|█████████▍| 488/519 [03:46<00:10,  3.02it/s]
      27/80      0.94G       1.02      1.655     0.7045      1.261         11        640:  94%|█████████▍| 489/519 [03:46<00:09,  3.30it/s]
      27/80      0.94G       1.02      1.655     0.7048      1.262          9        640:  94%|█████████▍| 489/519 [03:46<00:09,  3.30it/s]
      27/80      0.94G       1.02      1.655     0.7048      1.262          9        640:  94%|█████████▍| 490/519 [03:46<00:08,  3.51it/s]
      27/80      0.94G      1.021      1.656     0.7048      1.262         10        640:  94%|█████████▍| 490/519 [03:47<00:08,  3.51it/s]
      27/80      0.94G      1.021      1.656     0.7048      1.262         10        640:  95%|█████████▍| 491/519 [03:47<00:11,  2.39it/s]
      27/80      0.94G      1.021      1.655     0.7047      1.262         10        640:  95%|█████████▍| 491/519 [03:47<00:11,  2.39it/s]
      27/80      0.94G      1.021      1.655     0.7047      1.262         10        640:  95%|█████████▍| 492/519 [03:47<00:12,  2.16it/s]
      27/80      0.94G      1.021      1.656     0.7049      1.262         12        640:  95%|█████████▍| 492/519 [03:48<00:12,  2.16it/s]
      27/80      0.94G      1.021      1.656     0.7049      1.262         12        640:  95%|█████████▍| 493/519 [03:48<00:10,  2.43it/s]
      27/80      0.94G      1.021      1.655     0.7047      1.262          6        640:  95%|█████████▍| 493/519 [03:48<00:10,  2.43it/s]
      27/80      0.94G      1.021      1.655     0.7047      1.262          6        640:  95%|█████████▌| 494/519 [03:48<00:08,  2.82it/s]
      27/80      0.94G      1.021      1.655     0.7046      1.262         13        640:  95%|█████████▌| 494/519 [03:48<00:08,  2.82it/s]
      27/80      0.94G      1.021      1.655     0.7046      1.262         13        640:  95%|█████████▌| 495/519 [03:48<00:08,  2.98it/s]
      27/80      0.94G      1.021      1.655     0.7047      1.262          8        640:  95%|█████████▌| 495/519 [03:49<00:08,  2.98it/s]
      27/80      0.94G      1.021      1.655     0.7047      1.262          8        640:  96%|█████████▌| 496/519 [03:49<00:11,  2.06it/s]
      27/80      0.94G      1.021      1.656     0.7048      1.262          9        640:  96%|█████████▌| 496/519 [03:49<00:11,  2.06it/s]
      27/80      0.94G      1.021      1.656     0.7048      1.262          9        640:  96%|█████████▌| 497/519 [03:49<00:09,  2.43it/s]
      27/80      0.94G      1.022      1.656     0.7052      1.262         12        640:  96%|█████████▌| 497/519 [03:49<00:09,  2.43it/s]
      27/80      0.94G      1.022      1.656     0.7052      1.262         12        640:  96%|█████████▌| 498/519 [03:49<00:07,  2.90it/s]
      27/80      0.94G      1.021      1.655      0.705      1.262         10        640:  96%|█████████▌| 498/519 [03:50<00:07,  2.90it/s]
      27/80      0.94G      1.021      1.655      0.705      1.262         10        640:  96%|█████████▌| 499/519 [03:50<00:07,  2.66it/s]
      27/80      0.94G      1.022      1.656     0.7048      1.262         11        640:  96%|█████████▌| 499/519 [03:51<00:07,  2.66it/s]
      27/80      0.94G      1.022      1.656     0.7048      1.262         11        640:  96%|█████████▋| 500/519 [03:51<00:09,  1.91it/s]
      27/80      0.94G      1.021      1.655     0.7049      1.262          9        640:  96%|█████████▋| 500/519 [03:51<00:09,  1.91it/s]
      27/80      0.94G      1.021      1.655     0.7049      1.262          9        640:  97%|█████████▋| 501/519 [03:51<00:07,  2.29it/s]
      27/80      0.94G      1.021      1.655     0.7045      1.262          8        640:  97%|█████████▋| 501/519 [03:51<00:07,  2.29it/s]
      27/80      0.94G      1.021      1.655     0.7045      1.262          8        640:  97%|█████████▋| 502/519 [03:51<00:06,  2.70it/s]
      27/80      0.94G      1.021      1.655     0.7063      1.262          7        640:  97%|█████████▋| 502/519 [03:52<00:06,  2.70it/s]
      27/80      0.94G      1.021      1.655     0.7063      1.262          7        640:  97%|█████████▋| 503/519 [03:52<00:06,  2.37it/s]
      27/80      0.94G      1.021      1.654     0.7061      1.262         10        640:  97%|█████████▋| 503/519 [03:52<00:06,  2.37it/s]
      27/80      0.94G      1.021      1.654     0.7061      1.262         10        640:  97%|█████████▋| 504/519 [03:52<00:06,  2.39it/s]
      27/80      0.94G      1.021      1.654     0.7062      1.262         10        640:  97%|█████████▋| 504/519 [03:53<00:06,  2.39it/s]
      27/80      0.94G      1.021      1.654     0.7062      1.262         10        640:  97%|█████████▋| 505/519 [03:53<00:06,  2.16it/s]
      27/80      0.94G      1.021      1.654     0.7067      1.262          8        640:  97%|█████████▋| 505/519 [03:53<00:06,  2.16it/s]
      27/80      0.94G      1.021      1.654     0.7067      1.262          8        640:  97%|█████████▋| 506/519 [03:53<00:05,  2.38it/s]
      27/80      0.94G      1.021      1.654     0.7068      1.262         13        640:  97%|█████████▋| 506/519 [03:53<00:05,  2.38it/s]
      27/80      0.94G      1.021      1.654     0.7068      1.262         13        640:  98%|█████████▊| 507/519 [03:53<00:04,  2.83it/s]
      27/80      0.94G      1.021      1.654     0.7073      1.262          8        640:  98%|█████████▊| 507/519 [03:54<00:04,  2.83it/s]
      27/80      0.94G      1.021      1.654     0.7073      1.262          8        640:  98%|█████████▊| 508/519 [03:54<00:04,  2.62it/s]
      27/80      0.94G       1.02      1.654     0.7074      1.262          8        640:  98%|█████████▊| 508/519 [03:55<00:04,  2.62it/s]
      27/80      0.94G       1.02      1.654     0.7074      1.262          8        640:  98%|█████████▊| 509/519 [03:55<00:05,  1.93it/s]
      27/80      0.94G       1.02      1.653     0.7072      1.261          9        640:  98%|█████████▊| 509/519 [03:55<00:05,  1.93it/s]
      27/80      0.94G       1.02      1.653     0.7072      1.261          9        640:  98%|█████████▊| 510/519 [03:55<00:03,  2.37it/s]
      27/80      0.94G       1.02      1.654     0.7084      1.262          7        640:  98%|█████████▊| 510/519 [03:55<00:03,  2.37it/s]
      27/80      0.94G       1.02      1.654     0.7084      1.262          7        640:  98%|█████████▊| 511/519 [03:55<00:03,  2.60it/s]
      27/80      0.94G      1.019      1.653     0.7079      1.262          7        640:  98%|█████████▊| 511/519 [03:55<00:03,  2.60it/s]
      27/80      0.94G      1.019      1.653     0.7079      1.262          7        640:  99%|█████████▊| 512/519 [03:55<00:02,  2.61it/s]
      27/80      0.94G      1.019      1.652     0.7076      1.261         10        640:  99%|█████████▊| 512/519 [03:57<00:02,  2.61it/s]
      27/80      0.94G      1.019      1.652     0.7076      1.261         10        640:  99%|█████████▉| 513/519 [03:57<00:03,  1.52it/s]
      27/80      0.94G      1.019      1.652     0.7074      1.261         11        640:  99%|█████████▉| 513/519 [03:57<00:03,  1.52it/s]
      27/80      0.94G      1.019      1.652     0.7074      1.261         11        640:  99%|█████████▉| 514/519 [03:57<00:02,  1.89it/s]
      27/80      0.94G      1.019      1.653     0.7075      1.261         11        640:  99%|█████████▉| 514/519 [03:57<00:02,  1.89it/s]
      27/80      0.94G      1.019      1.653     0.7075      1.261         11        640:  99%|█████████▉| 515/519 [03:57<00:01,  2.35it/s]
      27/80      0.94G      1.019      1.652     0.7073      1.262         12        640:  99%|█████████▉| 515/519 [03:57<00:01,  2.35it/s]
      27/80      0.94G      1.019      1.652     0.7073      1.262         12        640:  99%|█████████▉| 516/519 [03:57<00:01,  2.87it/s]
      27/80      0.94G      1.019      1.652     0.7067      1.261          5        640:  99%|█████████▉| 516/519 [03:58<00:01,  2.87it/s]
      27/80      0.94G      1.019      1.652     0.7067      1.261          5        640: 100%|█████████▉| 517/519 [03:58<00:00,  2.56it/s]
      27/80      0.94G      1.018      1.652     0.7066      1.261          9        640: 100%|█████████▉| 517/519 [03:58<00:00,  2.56it/s]
      27/80      0.94G      1.018      1.651     0.7063      1.261          5        640: 100%|█████████▉| 517/519 [03:58<00:00,  2.56it/s]
      27/80      0.94G      1.018      1.651     0.7063      1.261          5        640: 100%|██████████| 519/519 [03:58<00:00,  4.08it/s]
      27/80      0.94G      1.018      1.651     0.7063      1.261          5        640: 100%|██████████| 519/519 [03:58<00:00,  2.18it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:44,  6.32s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:59,  2.84s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:06<01:43,  1.67s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:11,  1.18s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:52,  1.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:43,  1.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:43,  1.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:37,  1.51it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:09<00:31,  1.75it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:26,  2.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:26,  2.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:25,  2.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:24,  2.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:25,  2.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:22,  2.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:12<00:23,  2.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:25,  1.87it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:25,  1.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:24,  1.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:25,  1.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:26,  1.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  1.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:18,  2.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:05,  5.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:05,  6.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.58it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  7.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:03,  6.53it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  6.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.41it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.62it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:21<00:01,  7.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  82%|████████▏ | 53/65 [00:21<00:01,  8.36it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:22<00:01,  8.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  9.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.46it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.81it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.78it/s]
-                   all        519        519      0.972      0.934       0.98      0.716      0.972      0.936      0.981      0.706
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
      28/80      0.94G     0.9713      1.266     0.6718       1.12         13        640:   0%|          | 0/519 [00:03<?, ?it/s]
      28/80      0.94G     0.9713      1.266     0.6718       1.12         13        640:   0%|          | 1/519 [00:03<26:51,  3.11s/it]
      28/80      0.94G     0.9162      1.582     0.6776      1.145         13        640:   0%|          | 1/519 [00:03<26:51,  3.11s/it]
      28/80      0.94G     0.9162      1.582     0.6776      1.145         13        640:   0%|          | 2/519 [00:03<12:16,  1.42s/it]
      28/80      0.94G       1.07      1.691      0.747      1.196         13        640:   0%|          | 2/519 [00:03<12:16,  1.42s/it]
      28/80      0.94G       1.07      1.691      0.747      1.196         13        640:   1%|          | 3/519 [00:03<07:29,  1.15it/s]
      28/80      0.94G          1      1.528     0.7123      1.178         10        640:   1%|          | 3/519 [00:03<07:29,  1.15it/s]
      28/80      0.94G          1      1.528     0.7123      1.178         10        640:   1%|          | 4/519 [00:03<05:19,  1.61it/s]
      28/80      0.94G     0.9744      1.633     0.6806      1.178         11        640:   1%|          | 4/519 [00:04<05:19,  1.61it/s]
      28/80      0.94G     0.9744      1.633     0.6806      1.178         11        640:   1%|          | 5/519 [00:04<04:12,  2.04it/s]
      28/80      0.94G      1.015       1.62     0.6936      1.229         12        640:   1%|          | 5/519 [00:04<04:12,  2.04it/s]
      28/80      0.94G      1.015       1.62     0.6936      1.229         12        640:   1%|          | 6/519 [00:04<04:06,  2.08it/s]
      28/80      0.94G      1.006      1.578     0.6796      1.232         11        640:   1%|          | 6/519 [00:05<04:06,  2.08it/s]
      28/80      0.94G      1.006      1.578     0.6796      1.232         11        640:   1%|▏         | 7/519 [00:05<05:34,  1.53it/s]
      28/80      0.94G      1.001      1.589     0.6742      1.216         14        640:   1%|▏         | 7/519 [00:05<05:34,  1.53it/s]
      28/80      0.94G      1.001      1.589     0.6742      1.216         14        640:   2%|▏         | 8/519 [00:05<04:21,  1.96it/s]
      28/80      0.94G     0.9933      1.518     0.6613      1.215          9        640:   2%|▏         | 8/519 [00:05<04:21,  1.96it/s]
      28/80      0.94G     0.9933      1.518     0.6613      1.215          9        640:   2%|▏         | 9/519 [00:05<03:20,  2.54it/s]
      28/80      0.94G      1.019      1.516     0.6819      1.219         13        640:   2%|▏         | 9/519 [00:06<03:20,  2.54it/s]
      28/80      0.94G      1.019      1.516     0.6819      1.219         13        640:   2%|▏         | 10/519 [00:06<03:24,  2.49it/s]
      28/80      0.94G      1.037      1.558     0.6882      1.238         12        640:   2%|▏         | 10/519 [00:06<03:24,  2.49it/s]
      28/80      0.94G      1.037      1.558     0.6882      1.238         12        640:   2%|▏         | 11/519 [00:06<03:39,  2.31it/s]
      28/80      0.94G      1.004      1.509     0.6609      1.218          9        640:   2%|▏         | 11/519 [00:07<03:39,  2.31it/s]
      28/80      0.94G      1.004      1.509     0.6609      1.218          9        640:   2%|▏         | 12/519 [00:07<04:37,  1.83it/s]
      28/80      0.94G      1.027      1.522     0.6693      1.236          7        640:   2%|▏         | 12/519 [00:07<04:37,  1.83it/s]
      28/80      0.94G      1.027      1.522     0.6693      1.236          7        640:   3%|▎         | 13/519 [00:07<03:44,  2.26it/s]
      28/80      0.94G      1.024      1.521     0.6666      1.238         10        640:   3%|▎         | 13/519 [00:08<03:44,  2.26it/s]
      28/80      0.94G      1.024      1.521     0.6666      1.238         10        640:   3%|▎         | 14/519 [00:08<03:19,  2.53it/s]
      28/80      0.94G       1.01       1.52     0.6619      1.231         10        640:   3%|▎         | 14/519 [00:08<03:19,  2.53it/s]
      28/80      0.94G       1.01       1.52     0.6619      1.231         10        640:   3%|▎         | 15/519 [00:08<03:17,  2.55it/s]
      28/80      0.94G      1.006       1.55     0.6557       1.23         14        640:   3%|▎         | 15/519 [00:09<03:17,  2.55it/s]
      28/80      0.94G      1.006       1.55     0.6557       1.23         14        640:   3%|▎         | 16/519 [00:09<05:06,  1.64it/s]
      28/80      0.94G      1.004      1.547     0.6523      1.233          9        640:   3%|▎         | 16/519 [00:09<05:06,  1.64it/s]
      28/80      0.94G      1.004      1.547     0.6523      1.233          9        640:   3%|▎         | 17/519 [00:09<04:18,  1.94it/s]
      28/80      0.94G      1.014      1.567       0.66      1.237          8        640:   3%|▎         | 17/519 [00:10<04:18,  1.94it/s]
      28/80      0.94G      1.014      1.567       0.66      1.237          8        640:   3%|▎         | 18/519 [00:10<04:16,  1.95it/s]
      28/80      0.94G       1.02      1.596     0.6645      1.231          9        640:   3%|▎         | 18/519 [00:10<04:16,  1.95it/s]
      28/80      0.94G       1.02      1.596     0.6645      1.231          9        640:   4%|▎         | 19/519 [00:10<03:32,  2.35it/s]
      28/80      0.94G          1      1.568     0.6526      1.222         10        640:   4%|▎         | 19/519 [00:11<03:32,  2.35it/s]
      28/80      0.94G          1      1.568     0.6526      1.222         10        640:   4%|▍         | 20/519 [00:11<05:17,  1.57it/s]
      28/80      0.94G     0.9964      1.582     0.6508       1.22         10        640:   4%|▍         | 20/519 [00:11<05:17,  1.57it/s]
      28/80      0.94G     0.9964      1.582     0.6508       1.22         10        640:   4%|▍         | 21/519 [00:11<04:19,  1.92it/s]
      28/80      0.94G      1.023      1.625     0.6897      1.237          8        640:   4%|▍         | 21/519 [00:12<04:19,  1.92it/s]
      28/80      0.94G      1.023      1.625     0.6897      1.237          8        640:   4%|▍         | 22/519 [00:12<03:35,  2.30it/s]
      28/80      0.94G      1.026      1.613     0.6854      1.245          9        640:   4%|▍         | 22/519 [00:12<03:35,  2.30it/s]
      28/80      0.94G      1.026      1.613     0.6854      1.245          9        640:   4%|▍         | 23/519 [00:12<03:16,  2.52it/s]
      28/80      0.94G      1.026      1.597     0.6824       1.25          7        640:   4%|▍         | 23/519 [00:13<03:16,  2.52it/s]
      28/80      0.94G      1.026      1.597     0.6824       1.25          7        640:   5%|▍         | 24/519 [00:13<05:14,  1.57it/s]
      28/80      0.94G      1.017      1.613     0.6888      1.248         11        640:   5%|▍         | 24/519 [00:13<05:14,  1.57it/s]
      28/80      0.94G      1.017      1.613     0.6888      1.248         11        640:   5%|▍         | 25/519 [00:13<04:18,  1.91it/s]
      28/80      0.94G      1.019      1.616     0.6883      1.251          9        640:   5%|▍         | 25/519 [00:14<04:18,  1.91it/s]
      28/80      0.94G      1.019      1.616     0.6883      1.251          9        640:   5%|▌         | 26/519 [00:14<03:39,  2.25it/s]
      28/80      0.94G      1.026      1.631     0.6935      1.258          9        640:   5%|▌         | 26/519 [00:14<03:39,  2.25it/s]
      28/80      0.94G      1.026      1.631     0.6935      1.258          9        640:   5%|▌         | 27/519 [00:14<04:06,  1.99it/s]
      28/80      0.94G      1.028      1.631     0.6922      1.253         12        640:   5%|▌         | 27/519 [00:15<04:06,  1.99it/s]
      28/80      0.94G      1.028      1.631     0.6922      1.253         12        640:   5%|▌         | 28/519 [00:15<05:28,  1.50it/s]
      28/80      0.94G       1.03      1.624     0.6896      1.262          9        640:   5%|▌         | 28/519 [00:16<05:28,  1.50it/s]
      28/80      0.94G       1.03      1.624     0.6896      1.262          9        640:   6%|▌         | 29/519 [00:16<04:09,  1.97it/s]
      28/80      0.94G       1.03      1.613     0.6892      1.259         11        640:   6%|▌         | 29/519 [00:16<04:09,  1.97it/s]
      28/80      0.94G       1.03      1.613     0.6892      1.259         11        640:   6%|▌         | 30/519 [00:16<03:25,  2.38it/s]
      28/80      0.94G      1.022      1.604     0.6851      1.252         12        640:   6%|▌         | 30/519 [00:17<03:25,  2.38it/s]
      28/80      0.94G      1.022      1.604     0.6851      1.252         12        640:   6%|▌         | 31/519 [00:17<05:17,  1.54it/s]
      28/80      0.94G      1.026      1.624     0.6915      1.254         10        640:   6%|▌         | 31/519 [00:17<05:17,  1.54it/s]
      28/80      0.94G      1.026      1.624     0.6915      1.254         10        640:   6%|▌         | 32/519 [00:17<04:14,  1.91it/s]
      28/80      0.94G      1.023      1.632     0.6928      1.248         13        640:   6%|▌         | 32/519 [00:17<04:14,  1.91it/s]
      28/80      0.94G      1.023      1.632     0.6928      1.248         13        640:   6%|▋         | 33/519 [00:17<03:30,  2.31it/s]
      28/80      0.94G      1.028      1.631     0.6919      1.251          8        640:   6%|▋         | 33/519 [00:18<03:30,  2.31it/s]
      28/80      0.94G      1.028      1.631     0.6919      1.251          8        640:   7%|▋         | 34/519 [00:18<02:58,  2.71it/s]
      28/80      0.94G      1.022      1.631     0.6891      1.247         13        640:   7%|▋         | 34/519 [00:19<02:58,  2.71it/s]
      28/80      0.94G      1.022      1.631     0.6891      1.247         13        640:   7%|▋         | 35/519 [00:19<05:04,  1.59it/s]
      28/80      0.94G      1.028      1.628     0.6855      1.256         11        640:   7%|▋         | 35/519 [00:19<05:04,  1.59it/s]
      28/80      0.94G      1.028      1.628     0.6855      1.256         11        640:   7%|▋         | 36/519 [00:19<03:56,  2.04it/s]
      28/80      0.94G      1.026       1.63     0.6834      1.255         14        640:   7%|▋         | 36/519 [00:19<03:56,  2.04it/s]
      28/80      0.94G      1.026       1.63     0.6834      1.255         14        640:   7%|▋         | 37/519 [00:19<03:24,  2.36it/s]
      28/80      0.94G      1.024      1.637     0.6966      1.252          9        640:   7%|▋         | 37/519 [00:20<03:24,  2.36it/s]
      28/80      0.94G      1.024      1.637     0.6966      1.252          9        640:   7%|▋         | 38/519 [00:20<02:51,  2.80it/s]
      28/80      0.94G      1.019      1.645     0.6962      1.253         10        640:   7%|▋         | 38/519 [00:21<02:51,  2.80it/s]
      28/80      0.94G      1.019      1.645     0.6962      1.253         10        640:   8%|▊         | 39/519 [00:21<04:56,  1.62it/s]
      28/80      0.94G      1.014      1.636     0.6915      1.249         12        640:   8%|▊         | 39/519 [00:21<04:56,  1.62it/s]
      28/80      0.94G      1.014      1.636     0.6915      1.249         12        640:   8%|▊         | 40/519 [00:21<03:49,  2.09it/s]
      28/80      0.94G      1.002       1.62     0.6838      1.243         12        640:   8%|▊         | 40/519 [00:21<03:49,  2.09it/s]
      28/80      0.94G      1.002       1.62     0.6838      1.243         12        640:   8%|▊         | 41/519 [00:21<03:07,  2.55it/s]
      28/80      0.94G      1.001      1.619     0.6811      1.245         11        640:   8%|▊         | 41/519 [00:21<03:07,  2.55it/s]
      28/80      0.94G      1.001      1.619     0.6811      1.245         11        640:   8%|▊         | 42/519 [00:21<02:45,  2.88it/s]
      28/80      0.94G      1.005      1.616     0.6926      1.249          7        640:   8%|▊         | 42/519 [00:22<02:45,  2.88it/s]
      28/80      0.94G      1.005      1.616     0.6926      1.249          7        640:   8%|▊         | 43/519 [00:22<03:29,  2.27it/s]
      28/80      0.94G      1.005      1.624     0.6879      1.251          9        640:   8%|▊         | 43/519 [00:23<03:29,  2.27it/s]
      28/80      0.94G      1.005      1.624     0.6879      1.251          9        640:   8%|▊         | 44/519 [00:23<04:42,  1.68it/s]
      28/80      0.94G     0.9961      1.607     0.6845       1.25          7        640:   8%|▊         | 44/519 [00:23<04:42,  1.68it/s]
      28/80      0.94G     0.9961      1.607     0.6845       1.25          7        640:   9%|▊         | 45/519 [00:23<03:48,  2.08it/s]
      28/80      0.94G      1.004       1.61     0.6905      1.254          7        640:   9%|▊         | 45/519 [00:23<03:48,  2.08it/s]
      28/80      0.94G      1.004       1.61     0.6905      1.254          7        640:   9%|▉         | 46/519 [00:23<03:09,  2.50it/s]
      28/80      0.94G      1.004      1.612     0.6897      1.255         11        640:   9%|▉         | 46/519 [00:24<03:09,  2.50it/s]
      28/80      0.94G      1.004      1.612     0.6897      1.255         11        640:   9%|▉         | 47/519 [00:24<03:27,  2.28it/s]
      28/80      0.94G     0.9979      1.609     0.6835       1.25          7        640:   9%|▉         | 47/519 [00:25<03:27,  2.28it/s]
      28/80      0.94G     0.9979      1.609     0.6835       1.25          7        640:   9%|▉         | 48/519 [00:25<04:34,  1.72it/s]
      28/80      0.94G      1.001      1.626     0.6848      1.251         14        640:   9%|▉         | 48/519 [00:25<04:34,  1.72it/s]
      28/80      0.94G      1.001      1.626     0.6848      1.251         14        640:   9%|▉         | 49/519 [00:25<03:38,  2.16it/s]
      28/80      0.94G      1.008       1.63     0.6876      1.254         12        640:   9%|▉         | 49/519 [00:25<03:38,  2.16it/s]
      28/80      0.94G      1.008       1.63     0.6876      1.254         12        640:  10%|▉         | 50/519 [00:25<03:14,  2.41it/s]
      28/80      0.94G      1.008      1.634     0.6874      1.252         10        640:  10%|▉         | 50/519 [00:26<03:14,  2.41it/s]
      28/80      0.94G      1.008      1.634     0.6874      1.252         10        640:  10%|▉         | 51/519 [00:26<02:57,  2.64it/s]
      28/80      0.94G      1.005      1.633     0.6849      1.249         10        640:  10%|▉         | 51/519 [00:27<02:57,  2.64it/s]
      28/80      0.94G      1.005      1.633     0.6849      1.249         10        640:  10%|█         | 52/519 [00:27<04:21,  1.78it/s]
      28/80      0.94G      1.006      1.638     0.6853       1.25         14        640:  10%|█         | 52/519 [00:27<04:21,  1.78it/s]
      28/80      0.94G      1.006      1.638     0.6853       1.25         14        640:  10%|█         | 53/519 [00:27<03:31,  2.20it/s]
      28/80      0.94G      1.003      1.631     0.6811      1.247         14        640:  10%|█         | 53/519 [00:27<03:31,  2.20it/s]
      28/80      0.94G      1.003      1.631     0.6811      1.247         14        640:  10%|█         | 54/519 [00:27<03:07,  2.49it/s]
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      28/80      0.94G     0.9999      1.646     0.6968      1.257          8        640:  30%|██▉       | 155/519 [01:13<02:20,  2.59it/s]
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      28/80      0.94G      1.016      1.664     0.7051      1.269          9        640:  96%|█████████▌| 498/519 [03:50<00:14,  1.48it/s]
      28/80      0.94G      1.016      1.663     0.7047      1.269         10        640:  96%|█████████▌| 498/519 [03:50<00:14,  1.48it/s]
      28/80      0.94G      1.016      1.663     0.7047      1.269         10        640:  96%|█████████▌| 499/519 [03:50<00:10,  1.85it/s]
      28/80      0.94G      1.016      1.664     0.7057      1.269         12        640:  96%|█████████▌| 499/519 [03:50<00:10,  1.85it/s]
      28/80      0.94G      1.016      1.664     0.7057      1.269         12        640:  96%|█████████▋| 500/519 [03:50<00:08,  2.20it/s]
      28/80      0.94G      1.016      1.665     0.7059      1.269         11        640:  96%|█████████▋| 500/519 [03:50<00:08,  2.20it/s]
      28/80      0.94G      1.016      1.665     0.7059      1.269         11        640:  97%|█████████▋| 501/519 [03:50<00:06,  2.67it/s]
      28/80      0.94G      1.017      1.666     0.7062      1.269         12        640:  97%|█████████▋| 501/519 [03:51<00:06,  2.67it/s]
      28/80      0.94G      1.017      1.666     0.7062      1.269         12        640:  97%|█████████▋| 502/519 [03:51<00:10,  1.68it/s]
      28/80      0.94G      1.017      1.666     0.7063      1.269          7        640:  97%|█████████▋| 502/519 [03:52<00:10,  1.68it/s]
      28/80      0.94G      1.017      1.666     0.7063      1.269          7        640:  97%|█████████▋| 503/519 [03:52<00:08,  2.00it/s]
      28/80      0.94G      1.016      1.666     0.7064      1.269         14        640:  97%|█████████▋| 503/519 [03:52<00:08,  2.00it/s]
      28/80      0.94G      1.016      1.666     0.7064      1.269         14        640:  97%|█████████▋| 504/519 [03:52<00:06,  2.43it/s]
      28/80      0.94G      1.016      1.665     0.7059      1.269         11        640:  97%|█████████▋| 504/519 [03:52<00:06,  2.43it/s]
      28/80      0.94G      1.016      1.665     0.7059      1.269         11        640:  97%|█████████▋| 505/519 [03:52<00:05,  2.77it/s]
      28/80      0.94G      1.016      1.664     0.7056      1.269         14        640:  97%|█████████▋| 505/519 [03:54<00:05,  2.77it/s]
      28/80      0.94G      1.016      1.664     0.7056      1.269         14        640:  97%|█████████▋| 506/519 [03:54<00:08,  1.52it/s]
      28/80      0.94G      1.016      1.665     0.7057      1.269          8        640:  97%|█████████▋| 506/519 [03:54<00:08,  1.52it/s]
      28/80      0.94G      1.016      1.665     0.7057      1.269          8        640:  98%|█████████▊| 507/519 [03:54<00:06,  1.87it/s]
      28/80      0.94G      1.015      1.664     0.7052      1.269          9        640:  98%|█████████▊| 507/519 [03:54<00:06,  1.87it/s]
      28/80      0.94G      1.015      1.664     0.7052      1.269          9        640:  98%|█████████▊| 508/519 [03:54<00:04,  2.22it/s]
      28/80      0.94G      1.015      1.664      0.705      1.269          9        640:  98%|█████████▊| 508/519 [03:54<00:04,  2.22it/s]
      28/80      0.94G      1.015      1.664      0.705      1.269          9        640:  98%|█████████▊| 509/519 [03:54<00:03,  2.63it/s]
      28/80      0.94G      1.015      1.664     0.7049      1.269          8        640:  98%|█████████▊| 509/519 [03:55<00:03,  2.63it/s]
      28/80      0.94G      1.015      1.664     0.7049      1.269          8        640:  98%|█████████▊| 510/519 [03:55<00:05,  1.65it/s]
      28/80      0.94G      1.015      1.664     0.7048      1.269          9        640:  98%|█████████▊| 510/519 [03:56<00:05,  1.65it/s]
      28/80      0.94G      1.015      1.664     0.7048      1.269          9        640:  98%|█████████▊| 511/519 [03:56<00:03,  2.05it/s]
      28/80      0.94G      1.016      1.664     0.7048       1.27          6        640:  98%|█████████▊| 511/519 [03:56<00:03,  2.05it/s]
      28/80      0.94G      1.016      1.664     0.7048       1.27          6        640:  99%|█████████▊| 512/519 [03:56<00:03,  2.32it/s]
      28/80      0.94G      1.016      1.663     0.7045       1.27          9        640:  99%|█████████▊| 512/519 [03:56<00:03,  2.32it/s]
      28/80      0.94G      1.016      1.663     0.7045       1.27          9        640:  99%|█████████▉| 513/519 [03:56<00:02,  2.23it/s]
      28/80      0.94G      1.016      1.663     0.7043       1.27         12        640:  99%|█████████▉| 513/519 [03:57<00:02,  2.23it/s]
      28/80      0.94G      1.016      1.663     0.7043       1.27         12        640:  99%|█████████▉| 514/519 [03:57<00:01,  2.64it/s]
      28/80      0.94G      1.016      1.663     0.7047       1.27          9        640:  99%|█████████▉| 514/519 [03:57<00:01,  2.64it/s]
      28/80      0.94G      1.016      1.663     0.7047       1.27          9        640:  99%|█████████▉| 515/519 [03:57<00:01,  3.08it/s]
      28/80      0.94G      1.016      1.662     0.7043       1.27         12        640:  99%|█████████▉| 515/519 [03:57<00:01,  3.08it/s]
      28/80      0.94G      1.016      1.662     0.7043       1.27         12        640:  99%|█████████▉| 516/519 [03:57<00:00,  3.41it/s]
      28/80      0.94G      1.016      1.661     0.7038      1.269          9        640:  99%|█████████▉| 516/519 [03:58<00:00,  3.41it/s]
      28/80      0.94G      1.016      1.661     0.7038      1.269          9        640: 100%|█████████▉| 517/519 [03:58<00:00,  2.59it/s]
      28/80      0.94G      1.016       1.66     0.7036      1.269         12        640: 100%|█████████▉| 517/519 [03:58<00:00,  2.59it/s]
      28/80      0.94G      1.016      1.659     0.7032      1.269          7        640: 100%|█████████▉| 517/519 [03:58<00:00,  2.59it/s]
      28/80      0.94G      1.016      1.659     0.7032      1.269          7        640: 100%|██████████| 519/519 [03:58<00:00,  4.20it/s]
      28/80      0.94G      1.016      1.659     0.7032      1.269          7        640: 100%|██████████| 519/519 [03:58<00:00,  2.18it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<07:16,  6.83s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:07<03:06,  2.96s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:49,  1.76s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:14,  1.22s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<00:56,  1.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:48,  1.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:44,  1.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:38,  1.50it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:32,  1.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:27,  1.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:11<00:25,  2.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:23,  2.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:12<00:24,  2.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:23,  2.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:22,  2.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:22,  2.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:14<00:25,  1.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:25,  1.82it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:15<00:24,  1.87it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:25,  1.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:27,  1.62it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:17<00:26,  1.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  1.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:18<00:18,  2.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:13,  2.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  4.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:19<00:06,  5.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:19<00:05,  5.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:19<00:05,  6.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:04,  6.46it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  7.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  7.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:20<00:03,  7.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:20<00:03,  7.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:03,  6.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:21<00:03,  6.40it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:21<00:03,  6.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  6.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.44it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:22<00:01,  7.50it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  82%|████████▏ | 53/65 [00:22<00:01,  8.59it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  9.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:23<00:00,  9.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:23<00:00,  9.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.75it/s]
-                   all        519        519      0.964      0.941      0.984      0.741      0.966      0.943      0.987      0.712
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
      29/80      0.94G     0.7373      1.196     0.4895      1.047         11        640:   0%|          | 0/519 [00:02<?, ?it/s]
      29/80      0.94G     0.7373      1.196     0.4895      1.047         11        640:   0%|          | 1/519 [00:02<22:20,  2.59s/it]
      29/80      0.94G     0.8525      1.393     0.6471      1.097         10        640:   0%|          | 1/519 [00:02<22:20,  2.59s/it]
      29/80      0.94G     0.8525      1.393     0.6471      1.097         10        640:   0%|          | 2/519 [00:02<10:21,  1.20s/it]
      29/80      0.94G     0.9254      1.366     0.6321       1.22          9        640:   0%|          | 2/519 [00:03<10:21,  1.20s/it]
      29/80      0.94G     0.9254      1.366     0.6321       1.22          9        640:   1%|          | 3/519 [00:03<06:34,  1.31it/s]
      29/80      0.94G     0.9464       1.45     0.6235       1.28          9        640:   1%|          | 3/519 [00:03<06:34,  1.31it/s]
      29/80      0.94G     0.9464       1.45     0.6235       1.28          9        640:   1%|          | 4/519 [00:03<04:39,  1.84it/s]
      29/80      0.94G     0.9353       1.42     0.6198      1.252         12        640:   1%|          | 4/519 [00:04<04:39,  1.84it/s]
      29/80      0.94G     0.9353       1.42     0.6198      1.252         12        640:   1%|          | 5/519 [00:04<07:05,  1.21it/s]
      29/80      0.94G      1.017      1.571     0.7055      1.285         13        640:   1%|          | 5/519 [00:04<07:05,  1.21it/s]
      29/80      0.94G      1.017      1.571     0.7055      1.285         13        640:   1%|          | 6/519 [00:04<05:23,  1.59it/s]
      29/80      0.94G      1.048      1.522     0.7092      1.308          9        640:   1%|          | 6/519 [00:05<05:23,  1.59it/s]
      29/80      0.94G      1.048      1.522     0.7092      1.308          9        640:   1%|▏         | 7/519 [00:05<04:23,  1.94it/s]
      29/80      0.94G      1.035      1.523     0.6838       1.29         13        640:   1%|▏         | 7/519 [00:05<04:23,  1.94it/s]
      29/80      0.94G      1.035      1.523     0.6838       1.29         13        640:   2%|▏         | 8/519 [00:05<03:31,  2.41it/s]
      29/80      0.94G      1.017      1.523     0.6845      1.295          7        640:   2%|▏         | 8/519 [00:06<03:31,  2.41it/s]
      29/80      0.94G      1.017      1.523     0.6845      1.295          7        640:   2%|▏         | 9/519 [00:06<05:20,  1.59it/s]
      29/80      0.94G      1.014      1.594     0.6862      1.311          8        640:   2%|▏         | 9/519 [00:06<05:20,  1.59it/s]
      29/80      0.94G      1.014      1.594     0.6862      1.311          8        640:   2%|▏         | 10/519 [00:06<04:18,  1.97it/s]
      29/80      0.94G      1.022       1.64     0.7104      1.299         11        640:   2%|▏         | 10/519 [00:06<04:18,  1.97it/s]
      29/80      0.94G      1.022       1.64     0.7104      1.299         11        640:   2%|▏         | 11/519 [00:06<03:39,  2.31it/s]
      29/80      0.94G      1.045      1.693     0.7115      1.304         10        640:   2%|▏         | 11/519 [00:07<03:39,  2.31it/s]
      29/80      0.94G      1.045      1.693     0.7115      1.304         10        640:   2%|▏         | 12/519 [00:07<03:10,  2.66it/s]
      29/80      0.94G       1.02      1.671     0.7154      1.287          7        640:   2%|▏         | 12/519 [00:08<03:10,  2.66it/s]
      29/80      0.94G       1.02      1.671     0.7154      1.287          7        640:   3%|▎         | 13/519 [00:08<05:07,  1.65it/s]
      29/80      0.94G      1.032      1.691     0.7236      1.295         11        640:   3%|▎         | 13/519 [00:08<05:07,  1.65it/s]
      29/80      0.94G      1.032      1.691     0.7236      1.295         11        640:   3%|▎         | 14/519 [00:08<03:58,  2.12it/s]
      29/80      0.94G       1.03      1.692     0.7288      1.285          8        640:   3%|▎         | 14/519 [00:08<03:58,  2.12it/s]
      29/80      0.94G       1.03      1.692     0.7288      1.285          8        640:   3%|▎         | 15/519 [00:08<03:13,  2.61it/s]
      29/80      0.94G      1.021      1.677     0.7214      1.275         10        640:   3%|▎         | 15/519 [00:08<03:13,  2.61it/s]
      29/80      0.94G      1.021      1.677     0.7214      1.275         10        640:   3%|▎         | 16/519 [00:08<02:49,  2.97it/s]
      29/80      0.94G      1.009       1.67     0.7129      1.271         10        640:   3%|▎         | 16/519 [00:09<02:49,  2.97it/s]
      29/80      0.94G      1.009       1.67     0.7129      1.271         10        640:   3%|▎         | 17/519 [00:09<04:33,  1.84it/s]
      29/80      0.94G      1.027      1.699     0.7274      1.287         11        640:   3%|▎         | 17/519 [00:10<04:33,  1.84it/s]
      29/80      0.94G      1.027      1.699     0.7274      1.287         11        640:   3%|▎         | 18/519 [00:10<04:58,  1.68it/s]
      29/80      0.94G      1.037      1.697     0.7234       1.29          9        640:   3%|▎         | 18/519 [00:10<04:58,  1.68it/s]
      29/80      0.94G      1.037      1.697     0.7234       1.29          9        640:   4%|▎         | 19/519 [00:10<04:05,  2.04it/s]
      29/80      0.94G      1.018      1.669     0.7127      1.277          8        640:   4%|▎         | 19/519 [00:11<04:05,  2.04it/s]
      29/80      0.94G      1.018      1.669     0.7127      1.277          8        640:   4%|▍         | 20/519 [00:11<03:20,  2.49it/s]
      29/80      0.94G      1.013      1.646     0.7129      1.273         10        640:   4%|▍         | 20/519 [00:11<03:20,  2.49it/s]
      29/80      0.94G      1.013      1.646     0.7129      1.273         10        640:   4%|▍         | 21/519 [00:11<03:24,  2.43it/s]
      29/80      0.94G      1.009      1.643     0.7023       1.27         12        640:   4%|▍         | 21/519 [00:12<03:24,  2.43it/s]
      29/80      0.94G      1.009      1.643     0.7023       1.27         12        640:   4%|▍         | 22/519 [00:12<04:55,  1.68it/s]
      29/80      0.94G      1.029      1.647     0.7069      1.283         10        640:   4%|▍         | 22/519 [00:12<04:55,  1.68it/s]
      29/80      0.94G      1.029      1.647     0.7069      1.283         10        640:   4%|▍         | 23/519 [00:12<04:07,  2.00it/s]
      29/80      0.94G      1.027       1.64     0.6992      1.286          9        640:   4%|▍         | 23/519 [00:12<04:07,  2.00it/s]
      29/80      0.94G      1.027       1.64     0.6992      1.286          9        640:   5%|▍         | 24/519 [00:12<03:24,  2.43it/s]
      29/80      0.94G       1.05       1.66     0.7291      1.303          5        640:   5%|▍         | 24/519 [00:13<03:24,  2.43it/s]
      29/80      0.94G       1.05       1.66     0.7291      1.303          5        640:   5%|▍         | 25/519 [00:13<03:16,  2.52it/s]
      29/80      0.94G      1.045      1.644     0.7304      1.308          7        640:   5%|▍         | 25/519 [00:13<03:16,  2.52it/s]
      29/80      0.94G      1.045      1.644     0.7304      1.308          7        640:   5%|▌         | 26/519 [00:13<03:49,  2.15it/s]
      29/80      0.94G      1.037      1.639      0.727      1.302         12        640:   5%|▌         | 26/519 [00:14<03:49,  2.15it/s]
      29/80      0.94G      1.037      1.639      0.727      1.302         12        640:   5%|▌         | 27/519 [00:14<03:12,  2.55it/s]
      29/80      0.94G      1.038      1.655     0.7265      1.296         12        640:   5%|▌         | 27/519 [00:14<03:12,  2.55it/s]
      29/80      0.94G      1.038      1.655     0.7265      1.296         12        640:   5%|▌         | 28/519 [00:14<02:48,  2.92it/s]
      29/80      0.94G      1.032      1.654     0.7325      1.294         11        640:   5%|▌         | 28/519 [00:15<02:48,  2.92it/s]
      29/80      0.94G      1.032      1.654     0.7325      1.294         11        640:   6%|▌         | 29/519 [00:15<04:35,  1.78it/s]
      29/80      0.94G      1.027      1.658     0.7316      1.291         11        640:   6%|▌         | 29/519 [00:16<04:35,  1.78it/s]
      29/80      0.94G      1.027      1.658     0.7316      1.291         11        640:   6%|▌         | 30/519 [00:16<04:26,  1.83it/s]
      29/80      0.94G      1.032      1.681     0.7417      1.291         12        640:   6%|▌         | 30/519 [00:16<04:26,  1.83it/s]
      29/80      0.94G      1.032      1.681     0.7417      1.291         12        640:   6%|▌         | 31/519 [00:16<03:40,  2.22it/s]
      29/80      0.94G      1.033      1.686      0.748      1.291          9        640:   6%|▌         | 31/519 [00:16<03:40,  2.22it/s]
      29/80      0.94G      1.033      1.686      0.748      1.291          9        640:   6%|▌         | 32/519 [00:16<03:12,  2.53it/s]
      29/80      0.94G      1.032      1.677     0.7458      1.285         15        640:   6%|▌         | 32/519 [00:18<03:12,  2.53it/s]
      29/80      0.94G      1.032      1.677     0.7458      1.285         15        640:   6%|▋         | 33/519 [00:18<06:02,  1.34it/s]
      29/80      0.94G      1.041      1.687     0.7472      1.289         12        640:   6%|▋         | 33/519 [00:18<06:02,  1.34it/s]
      29/80      0.94G      1.041      1.687     0.7472      1.289         12        640:   7%|▋         | 34/519 [00:18<04:50,  1.67it/s]
      29/80      0.94G      1.037       1.67     0.7402      1.285         11        640:   7%|▋         | 34/519 [00:18<04:50,  1.67it/s]
      29/80      0.94G      1.037       1.67     0.7402      1.285         11        640:   7%|▋         | 35/519 [00:18<03:51,  2.09it/s]
      29/80      0.94G       1.04      1.697     0.7441      1.281         11        640:   7%|▋         | 35/519 [00:18<03:51,  2.09it/s]
      29/80      0.94G       1.04      1.697     0.7441      1.281         11        640:   7%|▋         | 36/519 [00:18<03:25,  2.36it/s]
      29/80      0.94G      1.036      1.692     0.7366      1.276          8        640:   7%|▋         | 36/519 [00:20<03:25,  2.36it/s]
      29/80      0.94G      1.036      1.692     0.7366      1.276          8        640:   7%|▋         | 37/519 [00:20<05:16,  1.53it/s]
      29/80      0.94G      1.037      1.707     0.7427      1.287          8        640:   7%|▋         | 37/519 [00:20<05:16,  1.53it/s]
      29/80      0.94G      1.037      1.707     0.7427      1.287          8        640:   7%|▋         | 38/519 [00:20<04:09,  1.93it/s]
      29/80      0.94G      1.043      1.707     0.7442      1.287         10        640:   7%|▋         | 38/519 [00:20<04:09,  1.93it/s]
      29/80      0.94G      1.043      1.707     0.7442      1.287         10        640:   8%|▊         | 39/519 [00:20<03:25,  2.34it/s]
      29/80      0.94G      1.039      1.699      0.742      1.284          9        640:   8%|▊         | 39/519 [00:20<03:25,  2.34it/s]
      29/80      0.94G      1.039      1.699      0.742      1.284          9        640:   8%|▊         | 40/519 [00:20<03:04,  2.60it/s]
      29/80      0.94G      1.038      1.698     0.7373      1.282          7        640:   8%|▊         | 40/519 [00:21<03:04,  2.60it/s]
      29/80      0.94G      1.038      1.698     0.7373      1.282          7        640:   8%|▊         | 41/519 [00:21<04:27,  1.79it/s]
      29/80      0.94G      1.031      1.703     0.7426      1.281         10        640:   8%|▊         | 41/519 [00:21<04:27,  1.79it/s]
      29/80      0.94G      1.031      1.703     0.7426      1.281         10        640:   8%|▊         | 42/519 [00:21<03:49,  2.08it/s]
      29/80      0.94G      1.028      1.699      0.739      1.277         10        640:   8%|▊         | 42/519 [00:22<03:49,  2.08it/s]
      29/80      0.94G      1.028      1.699      0.739      1.277         10        640:   8%|▊         | 43/519 [00:22<03:11,  2.48it/s]
      29/80      0.94G      1.034      1.706     0.7477      1.283          9        640:   8%|▊         | 43/519 [00:22<03:11,  2.48it/s]
      29/80      0.94G      1.034      1.706     0.7477      1.283          9        640:   8%|▊         | 44/519 [00:22<02:45,  2.86it/s]
      29/80      0.94G       1.04      1.718     0.7552      1.289          6        640:   8%|▊         | 44/519 [00:23<02:45,  2.86it/s]
      29/80      0.94G       1.04      1.718     0.7552      1.289          6        640:   9%|▊         | 45/519 [00:23<05:14,  1.50it/s]
      29/80      0.94G       1.04      1.711     0.7524       1.29          9        640:   9%|▊         | 45/519 [00:24<05:14,  1.50it/s]
      29/80      0.94G       1.04      1.711     0.7524       1.29          9        640:   9%|▉         | 46/519 [00:24<04:08,  1.91it/s]
      29/80      0.94G       1.04      1.708     0.7502       1.29         12        640:   9%|▉         | 46/519 [00:24<04:08,  1.91it/s]
      29/80      0.94G       1.04      1.708     0.7502       1.29         12        640:   9%|▉         | 47/519 [00:24<03:17,  2.39it/s]
      29/80      0.94G      1.046      1.722     0.7551      1.293         11        640:   9%|▉         | 47/519 [00:24<03:17,  2.39it/s]
      29/80      0.94G      1.046      1.722     0.7551      1.293         11        640:   9%|▉         | 48/519 [00:24<02:54,  2.70it/s]
      29/80      0.94G      1.049      1.728     0.7624      1.292         10        640:   9%|▉         | 48/519 [00:26<02:54,  2.70it/s]
      29/80      0.94G      1.049      1.728     0.7624      1.292         10        640:   9%|▉         | 49/519 [00:26<05:41,  1.38it/s]
      29/80      0.94G      1.041      1.719     0.7561      1.289         12        640:   9%|▉         | 49/519 [00:26<05:41,  1.38it/s]
      29/80      0.94G      1.041      1.719     0.7561      1.289         12        640:  10%|▉         | 50/519 [00:26<04:19,  1.81it/s]
      29/80      0.94G      1.038      1.728     0.7562      1.288          8        640:  10%|▉         | 50/519 [00:26<04:19,  1.81it/s]
      29/80      0.94G      1.038      1.728     0.7562      1.288          8        640:  10%|▉         | 51/519 [00:26<03:27,  2.26it/s]
      29/80      0.94G      1.036      1.731     0.7507      1.286         13        640:  10%|▉         | 51/519 [00:26<03:27,  2.26it/s]
      29/80      0.94G      1.036      1.731     0.7507      1.286         13        640:  10%|█         | 52/519 [00:26<02:56,  2.64it/s]
      29/80      0.94G      1.034      1.732     0.7509      1.284          8        640:  10%|█         | 52/519 [00:27<02:56,  2.64it/s]
      29/80      0.94G      1.034      1.732     0.7509      1.284          8        640:  10%|█         | 53/519 [00:27<05:09,  1.50it/s]
      29/80      0.94G      1.029      1.727     0.7457      1.283          8        640:  10%|█         | 53/519 [00:28<05:09,  1.50it/s]
      29/80      0.94G      1.029      1.727     0.7457      1.283          8        640:  10%|█         | 54/519 [00:28<03:56,  1.97it/s]
      29/80      0.94G      1.026       1.72     0.7447      1.279          7        640:  10%|█         | 54/519 [00:28<03:56,  1.97it/s]
      29/80      0.94G      1.026       1.72     0.7447      1.279          7        640:  11%|█         | 55/519 [00:28<03:13,  2.40it/s]
      29/80      0.94G      1.025      1.726     0.7423      1.275          8        640:  11%|█         | 55/519 [00:28<03:13,  2.40it/s]
      29/80      0.94G      1.025      1.726     0.7423      1.275          8        640:  11%|█         | 56/519 [00:28<02:50,  2.71it/s]
      29/80      0.94G      1.025      1.732      0.741      1.276         11        640:  11%|█         | 56/519 [00:29<02:50,  2.71it/s]
      29/80      0.94G      1.025      1.732      0.741      1.276         11        640:  11%|█         | 57/519 [00:29<04:53,  1.57it/s]
      29/80      0.94G      1.025      1.727     0.7375      1.276         13        640:  11%|█         | 57/519 [00:29<04:53,  1.57it/s]
      29/80      0.94G      1.025      1.727     0.7375      1.276         13        640:  11%|█         | 58/519 [00:29<03:47,  2.02it/s]
      29/80      0.94G      1.026      1.727     0.7361      1.278          8        640:  11%|█         | 58/519 [00:30<03:47,  2.02it/s]
      29/80      0.94G      1.026      1.727     0.7361      1.278          8        640:  11%|█▏        | 59/519 [00:30<03:02,  2.52it/s]
      29/80      0.94G      1.024      1.723     0.7333      1.279         10        640:  11%|█▏        | 59/519 [00:30<03:02,  2.52it/s]
      29/80      0.94G      1.024      1.723     0.7333      1.279         10        640:  12%|█▏        | 60/519 [00:30<02:46,  2.76it/s]
      29/80      0.94G      1.025      1.723     0.7301       1.28         14        640:  12%|█▏        | 60/519 [00:31<02:46,  2.76it/s]
      29/80      0.94G      1.025      1.723     0.7301       1.28         14        640:  12%|█▏        | 61/519 [00:31<04:10,  1.83it/s]
      29/80      0.94G      1.029      1.727     0.7318      1.283          8        640:  12%|█▏        | 61/519 [00:31<04:10,  1.83it/s]
      29/80      0.94G      1.029      1.727     0.7318      1.283          8        640:  12%|█▏        | 62/519 [00:31<03:24,  2.23it/s]
      29/80      0.94G      1.027      1.718     0.7281      1.281         12        640:  12%|█▏        | 62/519 [00:31<03:24,  2.23it/s]
      29/80      0.94G      1.027      1.718     0.7281      1.281         12        640:  12%|█▏        | 63/519 [00:31<02:58,  2.55it/s]
      29/80      0.94G      1.027      1.721     0.7283      1.283          9        640:  12%|█▏        | 63/519 [00:32<02:58,  2.55it/s]
      29/80      0.94G      1.027      1.721     0.7283      1.283          9        640:  12%|█▏        | 64/519 [00:32<02:35,  2.93it/s]
      29/80      0.94G      1.033       1.72     0.7305      1.285         10        640:  12%|█▏        | 64/519 [00:33<02:35,  2.93it/s]
      29/80      0.94G      1.033       1.72     0.7305      1.285         10        640:  13%|█▎        | 65/519 [00:33<04:31,  1.67it/s]
      29/80      0.94G      1.036      1.715     0.7279      1.287          7        640:  13%|█▎        | 65/519 [00:33<04:31,  1.67it/s]
      29/80      0.94G      1.036      1.715     0.7279      1.287          7        640:  13%|█▎        | 66/519 [00:33<03:39,  2.06it/s]
      29/80      0.94G      1.031      1.709     0.7246      1.283         14        640:  13%|█▎        | 66/519 [00:33<03:39,  2.06it/s]
      29/80      0.94G      1.031      1.709     0.7246      1.283         14        640:  13%|█▎        | 67/519 [00:33<03:03,  2.47it/s]
      29/80      0.94G      1.031      1.708     0.7218      1.284          9        640:  13%|█▎        | 67/519 [00:33<03:03,  2.47it/s]
      29/80      0.94G      1.031      1.708     0.7218      1.284          9        640:  13%|█▎        | 68/519 [00:33<02:36,  2.89it/s]
      29/80      0.94G      1.031      1.708     0.7214      1.284         13        640:  13%|█▎        | 68/519 [00:35<02:36,  2.89it/s]
      29/80      0.94G      1.031      1.708     0.7214      1.284         13        640:  13%|█▎        | 69/519 [00:35<04:18,  1.74it/s]
      29/80      0.94G      1.027      1.704      0.719      1.281          7        640:  13%|█▎        | 69/519 [00:35<04:18,  1.74it/s]
      29/80      0.94G      1.027      1.704      0.719      1.281          7        640:  13%|█▎        | 70/519 [00:35<03:29,  2.14it/s]
      29/80      0.94G      1.027      1.705     0.7175       1.28         11        640:  13%|█▎        | 70/519 [00:35<03:29,  2.14it/s]
      29/80      0.94G      1.027      1.705     0.7175       1.28         11        640:  14%|█▎        | 71/519 [00:35<02:50,  2.62it/s]
      29/80      0.94G      1.023      1.699     0.7134      1.277         10        640:  14%|█▎        | 71/519 [00:35<02:50,  2.62it/s]
      29/80      0.94G      1.023      1.699     0.7134      1.277         10        640:  14%|█▍        | 72/519 [00:35<02:20,  3.18it/s]
      29/80      0.94G      1.022      1.702     0.7154      1.276          4        640:  14%|█▍        | 72/519 [00:36<02:20,  3.18it/s]
      29/80      0.94G      1.022      1.702     0.7154      1.276          4        640:  14%|█▍        | 73/519 [00:36<04:10,  1.78it/s]
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      29/80      0.94G     0.9927      1.652     0.6815      1.254          8        640:  87%|████████▋ | 453/519 [03:31<00:27,  2.43it/s]
      29/80      0.94G     0.9927      1.652     0.6815      1.254          8        640:  87%|████████▋ | 454/519 [03:31<00:23,  2.76it/s]
      29/80      0.94G     0.9931      1.655     0.6818      1.255         11        640:  87%|████████▋ | 454/519 [03:32<00:23,  2.76it/s]
      29/80      0.94G     0.9931      1.655     0.6818      1.255         11        640:  88%|████████▊ | 455/519 [03:32<00:33,  1.89it/s]
      29/80      0.94G     0.9928      1.654     0.6821      1.254         14        640:  88%|████████▊ | 455/519 [03:32<00:33,  1.89it/s]
      29/80      0.94G     0.9928      1.654     0.6821      1.254         14        640:  88%|████████▊ | 456/519 [03:32<00:27,  2.27it/s]
      29/80      0.94G     0.9931      1.655     0.6822      1.254         11        640:  88%|████████▊ | 456/519 [03:33<00:27,  2.27it/s]
      29/80      0.94G     0.9931      1.655     0.6822      1.254         11        640:  88%|████████▊ | 457/519 [03:33<00:24,  2.50it/s]
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      29/80      0.94G     0.9934      1.657     0.6822      1.254          8        640:  88%|████████▊ | 458/519 [03:33<00:22,  2.72it/s]
      29/80      0.94G      0.993      1.657     0.6823      1.254         12        640:  88%|████████▊ | 458/519 [03:34<00:22,  2.72it/s]
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      29/80      0.94G     0.9931      1.656     0.6819      1.254          7        640:  88%|████████▊ | 459/519 [03:34<00:32,  1.87it/s]
      29/80      0.94G     0.9931      1.656     0.6819      1.254          7        640:  89%|████████▊ | 460/519 [03:34<00:26,  2.25it/s]
      29/80      0.94G     0.9928      1.655     0.6815      1.254          8        640:  89%|████████▊ | 460/519 [03:34<00:26,  2.25it/s]
      29/80      0.94G     0.9928      1.655     0.6815      1.254          8        640:  89%|████████▉ | 461/519 [03:34<00:21,  2.65it/s]
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      29/80      0.94G     0.9932      1.657     0.6821      1.255         16        640:  89%|████████▉ | 462/519 [03:35<00:19,  2.91it/s]
      29/80      0.94G     0.9932      1.657     0.6821      1.255         16        640:  89%|████████▉ | 463/519 [03:35<00:30,  1.82it/s]
      29/80      0.94G     0.9938      1.656     0.6821      1.254          7        640:  89%|████████▉ | 463/519 [03:36<00:30,  1.82it/s]
      29/80      0.94G     0.9938      1.656     0.6821      1.254          7        640:  89%|████████▉ | 464/519 [03:36<00:23,  2.33it/s]
      29/80      0.94G     0.9946      1.656     0.6824      1.255         12        640:  89%|████████▉ | 464/519 [03:36<00:23,  2.33it/s]
      29/80      0.94G     0.9946      1.656     0.6824      1.255         12        640:  90%|████████▉ | 465/519 [03:36<00:20,  2.67it/s]
      29/80      0.94G     0.9944      1.656     0.6826      1.255          9        640:  90%|████████▉ | 465/519 [03:36<00:20,  2.67it/s]
      29/80      0.94G     0.9944      1.656     0.6826      1.255          9        640:  90%|████████▉ | 466/519 [03:36<00:17,  3.01it/s]
      29/80      0.94G     0.9943      1.656     0.6825      1.255         10        640:  90%|████████▉ | 466/519 [03:37<00:17,  3.01it/s]
      29/80      0.94G     0.9943      1.656     0.6825      1.255         10        640:  90%|████████▉ | 467/519 [03:37<00:28,  1.83it/s]
      29/80      0.94G     0.9941      1.657     0.6823      1.255         12        640:  90%|████████▉ | 467/519 [03:37<00:28,  1.83it/s]
      29/80      0.94G     0.9941      1.657     0.6823      1.255         12        640:  90%|█████████ | 468/519 [03:37<00:22,  2.25it/s]
      29/80      0.94G     0.9939      1.656     0.6818      1.254          8        640:  90%|█████████ | 468/519 [03:38<00:22,  2.25it/s]
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      29/80      0.94G     0.9938      1.656     0.6816      1.254         12        640:  90%|█████████ | 469/519 [03:38<00:18,  2.67it/s]
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      29/80      0.94G      0.994      1.656     0.6814      1.254         13        640:  91%|█████████ | 470/519 [03:39<00:16,  2.97it/s]
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      29/80      0.94G     0.9941      1.655     0.6816      1.254          9        640:  91%|█████████ | 471/519 [03:40<00:35,  1.37it/s]
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      29/80      0.94G     0.9946      1.655     0.6817      1.255         10        640:  91%|█████████ | 472/519 [03:40<00:27,  1.70it/s]
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      29/80      0.94G     0.9947      1.655     0.6814      1.255         14        640:  91%|█████████ | 473/519 [03:40<00:23,  1.99it/s]
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      29/80      0.94G      0.992      1.652     0.6809      1.254          6        640:  94%|█████████▎| 486/519 [03:46<00:11,  2.83it/s]
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      29/80      0.94G     0.9921      1.652     0.6818      1.255         10        640:  94%|█████████▍| 488/519 [03:47<00:12,  2.40it/s]
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      29/80      0.94G     0.9924       1.65     0.6818      1.254          8        640:  96%|█████████▌| 498/519 [03:51<00:07,  2.91it/s]
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      29/80      0.94G     0.9921      1.658     0.6838      1.255         12        640:  98%|█████████▊| 511/519 [03:58<00:05,  1.39it/s]
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      29/80      0.94G     0.9916      1.657     0.6841      1.255         14        640:  99%|█████████▉| 513/519 [03:58<00:02,  2.33it/s]
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      29/80      0.94G     0.9915      1.656      0.684      1.254         12        640:  99%|█████████▉| 515/519 [03:58<00:01,  3.11it/s]
      29/80      0.94G     0.9918      1.657     0.6843      1.255          7        640:  99%|█████████▉| 515/519 [03:59<00:01,  3.11it/s]
      29/80      0.94G     0.9918      1.657     0.6843      1.255          7        640:  99%|█████████▉| 516/519 [03:59<00:00,  3.78it/s]
      29/80      0.94G     0.9915      1.657     0.6845      1.255          9        640:  99%|█████████▉| 516/519 [03:59<00:00,  3.78it/s]
      29/80      0.94G     0.9915      1.657     0.6845      1.255          9        640: 100%|█████████▉| 517/519 [03:59<00:00,  4.60it/s]
      29/80      0.94G      0.991      1.657      0.684      1.254         11        640: 100%|█████████▉| 517/519 [03:59<00:00,  4.60it/s]
      29/80      0.94G     0.9916      1.658     0.6839      1.254          9        640: 100%|█████████▉| 517/519 [03:59<00:00,  4.60it/s]
      29/80      0.94G     0.9916      1.658     0.6839      1.254          9        640: 100%|██████████| 519/519 [03:59<00:00,  6.09it/s]
      29/80      0.94G     0.9916      1.658     0.6839      1.254          9        640: 100%|██████████| 519/519 [03:59<00:00,  2.17it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:44,  6.32s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:59,  2.85s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:46,  1.72s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:11,  1.17s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<00:59,  1.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:49,  1.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:42,  1.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:36,  1.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:31,  1.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:26,  2.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:23,  2.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:23,  2.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:23,  2.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:24,  2.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:24,  2.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:24,  1.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:22,  2.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:23,  1.93it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:25,  1.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:15<00:24,  1.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:26,  1.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:21,  1.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:18,  2.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.36it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  4.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.62it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:05,  5.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:18<00:04,  6.41it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.60it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.82it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:03,  6.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.39it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:20<00:03,  6.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.27it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.41it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.41it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  7.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:21<00:01,  8.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:00,  9.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.80it/s]
-                   all        519        519      0.944       0.95       0.98      0.733      0.948      0.954      0.982      0.715
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
      30/80      0.94G      1.026      1.049     0.5865      1.285          7        640:   0%|          | 0/519 [00:02<?, ?it/s]
      30/80      0.94G      1.026      1.049     0.5865      1.285          7        640:   0%|          | 1/519 [00:02<25:25,  2.95s/it]
      30/80      0.94G      1.035       1.38     0.9812      1.297          6        640:   0%|          | 1/519 [00:03<25:25,  2.95s/it]
      30/80      0.94G      1.035       1.38     0.9812      1.297          6        640:   0%|          | 2/519 [00:03<11:57,  1.39s/it]
      30/80      0.94G      1.146      1.848     0.8951      1.334         10        640:   0%|          | 2/519 [00:03<11:57,  1.39s/it]
      30/80      0.94G      1.146      1.848     0.8951      1.334         10        640:   1%|          | 3/519 [00:03<07:35,  1.13it/s]
      30/80      0.94G      1.114      1.834     0.8666      1.298         13        640:   1%|          | 3/519 [00:03<07:35,  1.13it/s]
      30/80      0.94G      1.114      1.834     0.8666      1.298         13        640:   1%|          | 4/519 [00:03<05:32,  1.55it/s]
      30/80      0.94G       1.04      1.708     0.7987      1.276         10        640:   1%|          | 4/519 [00:05<05:32,  1.55it/s]
      30/80      0.94G       1.04      1.708     0.7987      1.276         10        640:   1%|          | 5/519 [00:05<09:15,  1.08s/it]
      30/80      0.94G     0.9937      1.703     0.7385      1.242         11        640:   1%|          | 5/519 [00:05<09:15,  1.08s/it]
      30/80      0.94G     0.9937      1.703     0.7385      1.242         11        640:   1%|          | 6/519 [00:05<06:36,  1.29it/s]
      30/80      0.94G     0.9941      1.665     0.7136      1.235         15        640:   1%|          | 6/519 [00:06<06:36,  1.29it/s]
      30/80      0.94G     0.9941      1.665     0.7136      1.235         15        640:   1%|▏         | 7/519 [00:06<04:59,  1.71it/s]
      30/80      0.94G     0.9949      1.674     0.7533       1.22          9        640:   1%|▏         | 7/519 [00:06<04:59,  1.71it/s]
      30/80      0.94G     0.9949      1.674     0.7533       1.22          9        640:   2%|▏         | 8/519 [00:06<04:12,  2.02it/s]
      30/80      0.94G     0.9714      1.614      0.727      1.222          9        640:   2%|▏         | 8/519 [00:07<04:12,  2.02it/s]
      30/80      0.94G     0.9714      1.614      0.727      1.222          9        640:   2%|▏         | 9/519 [00:07<05:31,  1.54it/s]
      30/80      0.94G     0.9652      1.577     0.7073      1.213         12        640:   2%|▏         | 9/519 [00:07<05:31,  1.54it/s]
      30/80      0.94G     0.9652      1.577     0.7073      1.213         12        640:   2%|▏         | 10/519 [00:07<04:24,  1.93it/s]
      30/80      0.94G     0.9925      1.714     0.7219      1.225          7        640:   2%|▏         | 10/519 [00:07<04:24,  1.93it/s]
      30/80      0.94G     0.9925      1.714     0.7219      1.225          7        640:   2%|▏         | 11/519 [00:07<03:32,  2.39it/s]
      30/80      0.94G       1.02      1.722     0.7434      1.252          7        640:   2%|▏         | 11/519 [00:07<03:32,  2.39it/s]
      30/80      0.94G       1.02      1.722     0.7434      1.252          7        640:   2%|▏         | 12/519 [00:07<03:00,  2.81it/s]
      30/80      0.94G      1.011      1.716     0.7439      1.246          7        640:   2%|▏         | 12/519 [00:09<03:00,  2.81it/s]
      30/80      0.94G      1.011      1.716     0.7439      1.246          7        640:   3%|▎         | 13/519 [00:09<06:46,  1.24it/s]
      30/80      0.94G      1.013      1.722     0.7522      1.246         10        640:   3%|▎         | 13/519 [00:09<06:46,  1.24it/s]
      30/80      0.94G      1.013      1.722     0.7522      1.246         10        640:   3%|▎         | 14/519 [00:09<05:02,  1.67it/s]
      30/80      0.94G      1.009      1.701     0.7421      1.246          8        640:   3%|▎         | 14/519 [00:10<05:02,  1.67it/s]
      30/80      0.94G      1.009      1.701     0.7421      1.246          8        640:   3%|▎         | 15/519 [00:10<03:58,  2.11it/s]
      30/80      0.94G      1.004      1.719     0.7321       1.24          8        640:   3%|▎         | 15/519 [00:10<03:58,  2.11it/s]
      30/80      0.94G      1.004      1.719     0.7321       1.24          8        640:   3%|▎         | 16/519 [00:10<03:22,  2.48it/s]
      30/80      0.94G      1.002      1.712     0.7173      1.243          6        640:   3%|▎         | 16/519 [00:11<03:22,  2.48it/s]
      30/80      0.94G      1.002      1.712     0.7173      1.243          6        640:   3%|▎         | 17/519 [00:11<05:13,  1.60it/s]
      30/80      0.94G     0.9892      1.683     0.7036      1.245         11        640:   3%|▎         | 17/519 [00:11<05:13,  1.60it/s]
      30/80      0.94G     0.9892      1.683     0.7036      1.245         11        640:   3%|▎         | 18/519 [00:11<04:23,  1.90it/s]
      30/80      0.94G     0.9956       1.68      0.708      1.243         16        640:   3%|▎         | 18/519 [00:12<04:23,  1.90it/s]
      30/80      0.94G     0.9956       1.68      0.708      1.243         16        640:   4%|▎         | 19/519 [00:12<03:45,  2.21it/s]
      30/80      0.94G      1.004      1.761     0.7128      1.263         10        640:   4%|▎         | 19/519 [00:12<03:45,  2.21it/s]
      30/80      0.94G      1.004      1.761     0.7128      1.263         10        640:   4%|▍         | 20/519 [00:12<03:09,  2.64it/s]
      30/80      0.94G      1.006      1.755     0.7177      1.259         13        640:   4%|▍         | 20/519 [00:13<03:09,  2.64it/s]
      30/80      0.94G      1.006      1.755     0.7177      1.259         13        640:   4%|▍         | 21/519 [00:13<04:56,  1.68it/s]
      30/80      0.94G       1.01       1.75      0.711      1.257         12        640:   4%|▍         | 21/519 [00:13<04:56,  1.68it/s]
      30/80      0.94G       1.01       1.75      0.711      1.257         12        640:   4%|▍         | 22/519 [00:13<03:58,  2.08it/s]
      30/80      0.94G      1.004      1.736     0.7084      1.253          9        640:   4%|▍         | 22/519 [00:13<03:58,  2.08it/s]
      30/80      0.94G      1.004      1.736     0.7084      1.253          9        640:   4%|▍         | 23/519 [00:13<03:20,  2.47it/s]
      30/80      0.94G     0.9989      1.743     0.7165      1.249         10        640:   4%|▍         | 23/519 [00:14<03:20,  2.47it/s]
      30/80      0.94G     0.9989      1.743     0.7165      1.249         10        640:   5%|▍         | 24/519 [00:14<02:54,  2.84it/s]
      30/80      0.94G      1.014      1.752     0.7187      1.262         10        640:   5%|▍         | 24/519 [00:14<02:54,  2.84it/s]
      30/80      0.94G      1.014      1.752     0.7187      1.262         10        640:   5%|▍         | 25/519 [00:14<04:24,  1.87it/s]
      30/80      0.94G      1.012      1.743     0.7165      1.262         10        640:   5%|▍         | 25/519 [00:15<04:24,  1.87it/s]
      30/80      0.94G      1.012      1.743     0.7165      1.262         10        640:   5%|▌         | 26/519 [00:15<03:29,  2.36it/s]
      30/80      0.94G       1.01      1.737     0.7134      1.259         11        640:   5%|▌         | 26/519 [00:15<03:29,  2.36it/s]
      30/80      0.94G       1.01      1.737     0.7134      1.259         11        640:   5%|▌         | 27/519 [00:15<02:54,  2.81it/s]
      30/80      0.94G     0.9987      1.713     0.7022      1.253         10        640:   5%|▌         | 27/519 [00:15<02:54,  2.81it/s]
      30/80      0.94G     0.9987      1.713     0.7022      1.253         10        640:   5%|▌         | 28/519 [00:15<02:32,  3.22it/s]
      30/80      0.94G     0.9924      1.693     0.6957      1.252          8        640:   5%|▌         | 28/519 [00:16<02:32,  3.22it/s]
      30/80      0.94G     0.9924      1.693     0.6957      1.252          8        640:   6%|▌         | 29/519 [00:16<03:22,  2.42it/s]
      30/80      0.94G     0.9887      1.686     0.6911      1.249         11        640:   6%|▌         | 29/519 [00:16<03:22,  2.42it/s]
      30/80      0.94G     0.9887      1.686     0.6911      1.249         11        640:   6%|▌         | 30/519 [00:16<02:53,  2.81it/s]
      30/80      0.94G     0.9896      1.688     0.6902      1.252         10        640:   6%|▌         | 30/519 [00:16<02:53,  2.81it/s]
      30/80      0.94G     0.9896      1.688     0.6902      1.252         10        640:   6%|▌         | 31/519 [00:16<02:34,  3.16it/s]
      30/80      0.94G     0.9877      1.689     0.6864       1.25          9        640:   6%|▌         | 31/519 [00:16<02:34,  3.16it/s]
      30/80      0.94G     0.9877      1.689     0.6864       1.25          9        640:   6%|▌         | 32/519 [00:16<02:26,  3.33it/s]
      30/80      0.94G     0.9877      1.709       0.69      1.253         10        640:   6%|▌         | 32/519 [00:18<02:26,  3.33it/s]
      30/80      0.94G     0.9877      1.709       0.69      1.253         10        640:   6%|▋         | 33/519 [00:18<05:23,  1.50it/s]
      30/80      0.94G     0.9952      1.706     0.6999      1.256         12        640:   6%|▋         | 33/519 [00:18<05:23,  1.50it/s]
      30/80      0.94G     0.9952      1.706     0.6999      1.256         12        640:   7%|▋         | 34/519 [00:18<04:34,  1.77it/s]
      30/80      0.94G     0.9877      1.694     0.7032      1.251         10        640:   7%|▋         | 34/519 [00:18<04:34,  1.77it/s]
      30/80      0.94G     0.9877      1.694     0.7032      1.251         10        640:   7%|▋         | 35/519 [00:18<03:38,  2.21it/s]
      30/80      0.94G     0.9778      1.684     0.6986      1.245         10        640:   7%|▋         | 35/519 [00:19<03:38,  2.21it/s]
      30/80      0.94G     0.9778      1.684     0.6986      1.245         10        640:   7%|▋         | 36/519 [00:19<03:07,  2.58it/s]
      30/80      0.94G     0.9808      1.693     0.7084       1.25          6        640:   7%|▋         | 36/519 [00:20<03:07,  2.58it/s]
      30/80      0.94G     0.9808      1.693     0.7084       1.25          6        640:   7%|▋         | 37/519 [00:20<04:13,  1.90it/s]
      30/80      0.94G     0.9873      1.702     0.7057      1.252          8        640:   7%|▋         | 37/519 [00:20<04:13,  1.90it/s]
      30/80      0.94G     0.9873      1.702     0.7057      1.252          8        640:   7%|▋         | 38/519 [00:20<03:34,  2.25it/s]
      30/80      0.94G      1.002      1.719     0.7178      1.266          8        640:   7%|▋         | 38/519 [00:20<03:34,  2.25it/s]
      30/80      0.94G      1.002      1.719     0.7178      1.266          8        640:   8%|▊         | 39/519 [00:20<02:59,  2.67it/s]
      30/80      0.94G      1.006      1.735     0.7304      1.271          9        640:   8%|▊         | 39/519 [00:20<02:59,  2.67it/s]
      30/80      0.94G      1.006      1.735     0.7304      1.271          9        640:   8%|▊         | 40/519 [00:20<02:45,  2.90it/s]
      30/80      0.94G      1.007      1.741     0.7312      1.272          7        640:   8%|▊         | 40/519 [00:21<02:45,  2.90it/s]
      30/80      0.94G      1.007      1.741     0.7312      1.272          7        640:   8%|▊         | 41/519 [00:21<03:58,  2.01it/s]
      30/80      0.94G      1.005      1.735     0.7289      1.271         10        640:   8%|▊         | 41/519 [00:21<03:58,  2.01it/s]
      30/80      0.94G      1.005      1.735     0.7289      1.271         10        640:   8%|▊         | 42/519 [00:21<03:30,  2.27it/s]
      30/80      0.94G      1.008      1.737     0.7259       1.27         14        640:   8%|▊         | 42/519 [00:22<03:30,  2.27it/s]
      30/80      0.94G      1.008      1.737     0.7259       1.27         14        640:   8%|▊         | 43/519 [00:22<02:59,  2.65it/s]
      30/80      0.94G       1.01      1.745     0.7284      1.271         11        640:   8%|▊         | 43/519 [00:22<02:59,  2.65it/s]
      30/80      0.94G       1.01      1.745     0.7284      1.271         11        640:   8%|▊         | 44/519 [00:22<02:36,  3.04it/s]
      30/80      0.94G      1.009      1.739     0.7303       1.27         12        640:   8%|▊         | 44/519 [00:23<02:36,  3.04it/s]
      30/80      0.94G      1.009      1.739     0.7303       1.27         12        640:   9%|▊         | 45/519 [00:23<03:43,  2.13it/s]
      30/80      0.94G      1.012      1.745     0.7267      1.269         11        640:   9%|▊         | 45/519 [00:23<03:43,  2.13it/s]
      30/80      0.94G      1.012      1.745     0.7267      1.269         11        640:   9%|▉         | 46/519 [00:23<03:09,  2.49it/s]
      30/80      0.94G      1.018      1.749     0.7324      1.277          7        640:   9%|▉         | 46/519 [00:23<03:09,  2.49it/s]
      30/80      0.94G      1.018      1.749     0.7324      1.277          7        640:   9%|▉         | 47/519 [00:23<02:46,  2.83it/s]
      30/80      0.94G      1.017      1.743     0.7287      1.275         10        640:   9%|▉         | 47/519 [00:23<02:46,  2.83it/s]
      30/80      0.94G      1.017      1.743     0.7287      1.275         10        640:   9%|▉         | 48/519 [00:23<02:28,  3.18it/s]
      30/80      0.94G      1.014      1.737     0.7431      1.273          7        640:   9%|▉         | 48/519 [00:24<02:28,  3.18it/s]
      30/80      0.94G      1.014      1.737     0.7431      1.273          7        640:   9%|▉         | 49/519 [00:24<03:59,  1.96it/s]
      30/80      0.94G      1.016      1.738      0.746      1.276          9        640:   9%|▉         | 49/519 [00:25<03:59,  1.96it/s]
      30/80      0.94G      1.016      1.738      0.746      1.276          9        640:  10%|▉         | 50/519 [00:25<03:31,  2.22it/s]
      30/80      0.94G       1.02      1.746     0.7421      1.279          9        640:  10%|▉         | 50/519 [00:25<03:31,  2.22it/s]
      30/80      0.94G       1.02      1.746     0.7421      1.279          9        640:  10%|▉         | 51/519 [00:25<03:02,  2.57it/s]
      30/80      0.94G       1.02      1.746     0.7426       1.28         13        640:  10%|▉         | 51/519 [00:25<03:02,  2.57it/s]
      30/80      0.94G       1.02      1.746     0.7426       1.28         13        640:  10%|█         | 52/519 [00:25<02:47,  2.79it/s]
      30/80      0.94G       1.02      1.745     0.7412      1.278          9        640:  10%|█         | 52/519 [00:27<02:47,  2.79it/s]
      30/80      0.94G       1.02      1.745     0.7412      1.278          9        640:  10%|█         | 53/519 [00:27<05:29,  1.41it/s]
      30/80      0.94G      1.023      1.742     0.7416       1.28         10        640:  10%|█         | 53/519 [00:27<05:29,  1.41it/s]
      30/80      0.94G      1.023      1.742     0.7416       1.28         10        640:  10%|█         | 54/519 [00:27<04:25,  1.75it/s]
      30/80      0.94G      1.016      1.731     0.7364      1.275         10        640:  10%|█         | 54/519 [00:27<04:25,  1.75it/s]
      30/80      0.94G      1.016      1.731     0.7364      1.275         10        640:  11%|█         | 55/519 [00:27<03:28,  2.22it/s]
      30/80      0.94G      1.019      1.747     0.7345      1.281          7        640:  11%|█         | 55/519 [00:27<03:28,  2.22it/s]
      30/80      0.94G      1.019      1.747     0.7345      1.281          7        640:  11%|█         | 56/519 [00:27<02:58,  2.59it/s]
      30/80      0.94G      1.022      1.766     0.7377      1.282         11        640:  11%|█         | 56/519 [00:28<02:58,  2.59it/s]
      30/80      0.94G      1.022      1.766     0.7377      1.282         11        640:  11%|█         | 57/519 [00:28<04:38,  1.66it/s]
      30/80      0.94G      1.022      1.767     0.7366       1.28         10        640:  11%|█         | 57/519 [00:29<04:38,  1.66it/s]
      30/80      0.94G      1.022      1.767     0.7366       1.28         10        640:  11%|█         | 58/519 [00:29<03:43,  2.06it/s]
      30/80      0.94G      1.027       1.78     0.7464      1.286         12        640:  11%|█         | 58/519 [00:29<03:43,  2.06it/s]
      30/80      0.94G      1.027       1.78     0.7464      1.286         12        640:  11%|█▏        | 59/519 [00:29<03:07,  2.45it/s]
      30/80      0.94G      1.027       1.78     0.7449      1.282         10        640:  11%|█▏        | 59/519 [00:29<03:07,  2.45it/s]
      30/80      0.94G      1.027       1.78     0.7449      1.282         10        640:  12%|█▏        | 60/519 [00:29<02:42,  2.82it/s]
      30/80      0.94G      1.031      1.783     0.7455      1.283          7        640:  12%|█▏        | 60/519 [00:30<02:42,  2.82it/s]
      30/80      0.94G      1.031      1.783     0.7455      1.283          7        640:  12%|█▏        | 61/519 [00:30<04:03,  1.88it/s]
      30/80      0.94G      1.027       1.79     0.7435      1.281          8        640:  12%|█▏        | 61/519 [00:30<04:03,  1.88it/s]
      30/80      0.94G      1.027       1.79     0.7435      1.281          8        640:  12%|█▏        | 62/519 [00:30<03:25,  2.22it/s]
      30/80      0.94G      1.025       1.79     0.7393      1.282          6        640:  12%|█▏        | 62/519 [00:31<03:25,  2.22it/s]
      30/80      0.94G      1.025       1.79     0.7393      1.282          6        640:  12%|█▏        | 63/519 [00:31<02:50,  2.67it/s]
      30/80      0.94G      1.025      1.785     0.7365      1.282          9        640:  12%|█▏        | 63/519 [00:31<02:50,  2.67it/s]
      30/80      0.94G      1.025      1.785     0.7365      1.282          9        640:  12%|█▏        | 64/519 [00:31<02:33,  2.97it/s]
      30/80      0.94G      1.023       1.78     0.7326      1.279         10        640:  12%|█▏        | 64/519 [00:32<02:33,  2.97it/s]
      30/80      0.94G      1.023       1.78     0.7326      1.279         10        640:  13%|█▎        | 65/519 [00:32<03:57,  1.91it/s]
      30/80      0.94G       1.03      1.783     0.7332      1.282         12        640:  13%|█▎        | 65/519 [00:32<03:57,  1.91it/s]
      30/80      0.94G       1.03      1.783     0.7332      1.282         12        640:  13%|█▎        | 66/519 [00:32<03:29,  2.17it/s]
      30/80      0.94G      1.031      1.784     0.7323       1.28         12        640:  13%|█▎        | 66/519 [00:32<03:29,  2.17it/s]
      30/80      0.94G      1.031      1.784     0.7323       1.28         12        640:  13%|█▎        | 67/519 [00:32<02:56,  2.56it/s]
      30/80      0.94G      1.034      1.785     0.7303       1.28         10        640:  13%|█▎        | 67/519 [00:33<02:56,  2.56it/s]
      30/80      0.94G      1.034      1.785     0.7303       1.28         10        640:  13%|█▎        | 68/519 [00:33<02:41,  2.80it/s]
      30/80      0.94G      1.029      1.783     0.7264      1.278         11        640:  13%|█▎        | 68/519 [00:34<02:41,  2.80it/s]
      30/80      0.94G      1.029      1.783     0.7264      1.278         11        640:  13%|█▎        | 69/519 [00:34<04:21,  1.72it/s]
      30/80      0.94G      1.029      1.782     0.7246      1.276         13        640:  13%|█▎        | 69/519 [00:34<04:21,  1.72it/s]
      30/80      0.94G      1.029      1.782     0.7246      1.276         13        640:  13%|█▎        | 70/519 [00:34<03:25,  2.18it/s]
      30/80      0.94G      1.029      1.777      0.727      1.275          8        640:  13%|█▎        | 70/519 [00:34<03:25,  2.18it/s]
      30/80      0.94G      1.029      1.777      0.727      1.275          8        640:  14%|█▎        | 71/519 [00:34<02:52,  2.60it/s]
      30/80      0.94G      1.024      1.767     0.7222      1.271          8        640:  14%|█▎        | 71/519 [00:34<02:52,  2.60it/s]
      30/80      0.94G      1.024      1.767     0.7222      1.271          8        640:  14%|█▍        | 72/519 [00:34<02:34,  2.88it/s]
      30/80      0.94G      1.021      1.758     0.7231       1.27          7        640:  14%|█▍        | 72/519 [00:35<02:34,  2.88it/s]
      30/80      0.94G      1.021      1.758     0.7231       1.27          7        640:  14%|█▍        | 73/519 [00:35<04:00,  1.85it/s]
      30/80      0.94G      1.025      1.756     0.7231       1.27         10        640:  14%|█▍        | 73/519 [00:36<04:00,  1.85it/s]
      30/80      0.94G      1.025      1.756     0.7231       1.27         10        640:  14%|█▍        | 74/519 [00:36<03:25,  2.16it/s]
      30/80      0.94G      1.027      1.756     0.7235      1.272         11        640:  14%|█▍        | 74/519 [00:36<03:25,  2.16it/s]
      30/80      0.94G      1.027      1.756     0.7235      1.272         11        640:  14%|█▍        | 75/519 [00:36<02:55,  2.54it/s]
      30/80      0.94G      1.025      1.754     0.7222       1.27          9        640:  14%|█▍        | 75/519 [00:36<02:55,  2.54it/s]
      30/80      0.94G      1.025      1.754     0.7222       1.27          9        640:  15%|█▍        | 76/519 [00:36<02:33,  2.89it/s]
      30/80      0.94G      1.027      1.748     0.7218      1.272          8        640:  15%|█▍        | 76/519 [00:37<02:33,  2.89it/s]
      30/80      0.94G      1.027      1.748     0.7218      1.272          8        640:  15%|█▍        | 77/519 [00:37<03:53,  1.90it/s]
      30/80      0.94G      1.027      1.746     0.7217      1.271          8        640:  15%|█▍        | 77/519 [00:37<03:53,  1.90it/s]
      30/80      0.94G      1.027      1.746     0.7217      1.271          8        640:  15%|█▌        | 78/519 [00:37<03:16,  2.24it/s]
      30/80      0.94G       1.03      1.745     0.7245      1.272          7        640:  15%|█▌        | 78/519 [00:38<03:16,  2.24it/s]
      30/80      0.94G       1.03      1.745     0.7245      1.272          7        640:  15%|█▌        | 79/519 [00:38<02:52,  2.55it/s]
      30/80      0.94G      1.033      1.751      0.727      1.276         13        640:  15%|█▌        | 79/519 [00:38<02:52,  2.55it/s]
      30/80      0.94G      1.033      1.751      0.727      1.276         13        640:  15%|█▌        | 80/519 [00:38<02:26,  2.99it/s]
      30/80      0.94G      1.032      1.749     0.7251      1.275         12        640:  15%|█▌        | 80/519 [00:40<02:26,  2.99it/s]
      30/80      0.94G      1.032      1.749     0.7251      1.275         12        640:  16%|█▌        | 81/519 [00:40<05:40,  1.29it/s]
      30/80      0.94G       1.03      1.749      0.723      1.272         11        640:  16%|█▌        | 81/519 [00:40<05:40,  1.29it/s]
      30/80      0.94G       1.03      1.749      0.723      1.272         11        640:  16%|█▌        | 82/519 [00:40<04:27,  1.64it/s]
      30/80      0.94G      1.032      1.752     0.7243      1.273         15        640:  16%|█▌        | 82/519 [00:40<04:27,  1.64it/s]
      30/80      0.94G      1.032      1.752     0.7243      1.273         15        640:  16%|█▌        | 83/519 [00:40<03:38,  1.99it/s]
      30/80      0.94G      1.034      1.752     0.7246      1.273         12        640:  16%|█▌        | 83/519 [00:40<03:38,  1.99it/s]
      30/80      0.94G      1.034      1.752     0.7246      1.273         12        640:  16%|█▌        | 84/519 [00:40<03:03,  2.37it/s]
      30/80      0.94G      1.035      1.757     0.7276      1.273          9        640:  16%|█▌        | 84/519 [00:41<03:03,  2.37it/s]
      30/80      0.94G      1.035      1.757     0.7276      1.273          9        640:  16%|█▋        | 85/519 [00:41<04:06,  1.76it/s]
      30/80      0.94G      1.038      1.761     0.7289      1.275          9        640:  16%|█▋        | 85/519 [00:41<04:06,  1.76it/s]
      30/80      0.94G      1.038      1.761     0.7289      1.275          9        640:  17%|█▋        | 86/519 [00:41<03:29,  2.06it/s]
      30/80      0.94G      1.039       1.76     0.7284      1.275         10        640:  17%|█▋        | 86/519 [00:42<03:29,  2.06it/s]
      30/80      0.94G      1.039       1.76     0.7284      1.275         10        640:  17%|█▋        | 87/519 [00:42<02:54,  2.47it/s]
      30/80      0.94G      1.041      1.759     0.7295      1.276         10        640:  17%|█▋        | 87/519 [00:42<02:54,  2.47it/s]
      30/80      0.94G      1.041      1.759     0.7295      1.276         10        640:  17%|█▋        | 88/519 [00:42<02:31,  2.85it/s]
      30/80      0.94G      1.038      1.753     0.7266      1.273         12        640:  17%|█▋        | 88/519 [00:43<02:31,  2.85it/s]
      30/80      0.94G      1.038      1.753     0.7266      1.273         12        640:  17%|█▋        | 89/519 [00:43<04:38,  1.54it/s]
      30/80      0.94G      1.037       1.75     0.7259      1.271         15        640:  17%|█▋        | 89/519 [00:44<04:38,  1.54it/s]
      30/80      0.94G      1.037       1.75     0.7259      1.271         15        640:  17%|█▋        | 90/519 [00:44<03:46,  1.89it/s]
      30/80      0.94G      1.035      1.747     0.7238      1.271         12        640:  17%|█▋        | 90/519 [00:44<03:46,  1.89it/s]
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      30/80      0.94G      1.013      1.687     0.6972       1.27         12        640:  91%|█████████ | 473/519 [03:39<00:19,  2.42it/s]
      30/80      0.94G      1.013      1.688     0.6972       1.27          9        640:  91%|█████████ | 473/519 [03:39<00:19,  2.42it/s]
      30/80      0.94G      1.013      1.688     0.6972       1.27          9        640:  91%|█████████▏| 474/519 [03:39<00:16,  2.73it/s]
      30/80      0.94G      1.013      1.688     0.6975       1.27          9        640:  91%|█████████▏| 474/519 [03:40<00:16,  2.73it/s]
      30/80      0.94G      1.013      1.688     0.6975       1.27          9        640:  92%|█████████▏| 475/519 [03:40<00:20,  2.17it/s]
      30/80      0.94G      1.014      1.689     0.6984      1.271          9        640:  92%|█████████▏| 475/519 [03:40<00:20,  2.17it/s]
      30/80      0.94G      1.014      1.689     0.6984      1.271          9        640:  92%|█████████▏| 476/519 [03:40<00:21,  1.96it/s]
      30/80      0.94G      1.014      1.689     0.6993      1.271         12        640:  92%|█████████▏| 476/519 [03:41<00:21,  1.96it/s]
      30/80      0.94G      1.014      1.689     0.6993      1.271         12        640:  92%|█████████▏| 477/519 [03:41<00:18,  2.33it/s]
      30/80      0.94G      1.014      1.688     0.6987      1.271          6        640:  92%|█████████▏| 477/519 [03:41<00:18,  2.33it/s]
      30/80      0.94G      1.014      1.688     0.6987      1.271          6        640:  92%|█████████▏| 478/519 [03:41<00:15,  2.73it/s]
      30/80      0.94G      1.014      1.688     0.6987       1.27         10        640:  92%|█████████▏| 478/519 [03:41<00:15,  2.73it/s]
      30/80      0.94G      1.014      1.688     0.6987       1.27         10        640:  92%|█████████▏| 479/519 [03:41<00:16,  2.43it/s]
      30/80      0.94G      1.015      1.689     0.6994      1.271         10        640:  92%|█████████▏| 479/519 [03:42<00:16,  2.43it/s]
      30/80      0.94G      1.015      1.689     0.6994      1.271         10        640:  92%|█████████▏| 480/519 [03:42<00:18,  2.06it/s]
      30/80      0.94G      1.015      1.688     0.6997      1.271          7        640:  92%|█████████▏| 480/519 [03:42<00:18,  2.06it/s]
      30/80      0.94G      1.015      1.688     0.6997      1.271          7        640:  93%|█████████▎| 481/519 [03:42<00:15,  2.39it/s]
      30/80      0.94G      1.015      1.688     0.6996      1.271          7        640:  93%|█████████▎| 481/519 [03:43<00:15,  2.39it/s]
      30/80      0.94G      1.015      1.688     0.6996      1.271          7        640:  93%|█████████▎| 482/519 [03:43<00:13,  2.68it/s]
      30/80      0.94G      1.015      1.687     0.6991       1.27         11        640:  93%|█████████▎| 482/519 [03:43<00:13,  2.68it/s]
      30/80      0.94G      1.015      1.687     0.6991       1.27         11        640:  93%|█████████▎| 483/519 [03:43<00:12,  2.88it/s]
      30/80      0.94G      1.015      1.687     0.6993       1.27          8        640:  93%|█████████▎| 483/519 [03:44<00:12,  2.88it/s]
      30/80      0.94G      1.015      1.687     0.6993       1.27          8        640:  93%|█████████▎| 484/519 [03:44<00:18,  1.86it/s]
      30/80      0.94G      1.015      1.687     0.6988       1.27          9        640:  93%|█████████▎| 484/519 [03:44<00:18,  1.86it/s]
      30/80      0.94G      1.015      1.687     0.6988       1.27          9        640:  93%|█████████▎| 485/519 [03:44<00:15,  2.20it/s]
      30/80      0.94G      1.015      1.687      0.699       1.27         10        640:  93%|█████████▎| 485/519 [03:44<00:15,  2.20it/s]
      30/80      0.94G      1.015      1.687      0.699       1.27         10        640:  94%|█████████▎| 486/519 [03:44<00:12,  2.67it/s]
      30/80      0.94G      1.015      1.686     0.6992      1.269         13        640:  94%|█████████▎| 486/519 [03:45<00:12,  2.67it/s]
      30/80      0.94G      1.015      1.686     0.6992      1.269         13        640:  94%|█████████▍| 487/519 [03:45<00:11,  2.84it/s]
      30/80      0.94G      1.015      1.686     0.6992      1.269         13        640:  94%|█████████▍| 487/519 [03:46<00:11,  2.84it/s]
      30/80      0.94G      1.015      1.686     0.6992      1.269         13        640:  94%|█████████▍| 488/519 [03:46<00:22,  1.40it/s]
      30/80      0.94G      1.015      1.686     0.6992      1.269         10        640:  94%|█████████▍| 488/519 [03:46<00:22,  1.40it/s]
      30/80      0.94G      1.015      1.686     0.6992      1.269         10        640:  94%|█████████▍| 489/519 [03:46<00:17,  1.75it/s]
      30/80      0.94G      1.014      1.686      0.699      1.269          6        640:  94%|█████████▍| 489/519 [03:47<00:17,  1.75it/s]
      30/80      0.94G      1.014      1.686      0.699      1.269          6        640:  94%|█████████▍| 490/519 [03:47<00:13,  2.09it/s]
      30/80      0.94G      1.014      1.686     0.6987      1.269         11        640:  94%|█████████▍| 490/519 [03:47<00:13,  2.09it/s]
      30/80      0.94G      1.014      1.686     0.6987      1.269         11        640:  95%|█████████▍| 491/519 [03:47<00:10,  2.55it/s]
      30/80      0.94G      1.015      1.686      0.699      1.269         10        640:  95%|█████████▍| 491/519 [03:48<00:10,  2.55it/s]
      30/80      0.94G      1.015      1.686      0.699      1.269         10        640:  95%|█████████▍| 492/519 [03:48<00:20,  1.31it/s]
      30/80      0.94G      1.014      1.687     0.6987      1.268         10        640:  95%|█████████▍| 492/519 [03:49<00:20,  1.31it/s]
      30/80      0.94G      1.014      1.687     0.6987      1.268         10        640:  95%|█████████▍| 493/519 [03:49<00:16,  1.61it/s]
      30/80      0.94G      1.014      1.687     0.6985      1.268         11        640:  95%|█████████▍| 493/519 [03:49<00:16,  1.61it/s]
      30/80      0.94G      1.014      1.687     0.6985      1.268         11        640:  95%|█████████▌| 494/519 [03:49<00:12,  2.02it/s]
      30/80      0.94G      1.014      1.687      0.699      1.269          7        640:  95%|█████████▌| 494/519 [03:49<00:12,  2.02it/s]
      30/80      0.94G      1.014      1.687      0.699      1.269          7        640:  95%|█████████▌| 495/519 [03:49<00:10,  2.38it/s]
      30/80      0.94G      1.014      1.688     0.6992      1.269          7        640:  95%|█████████▌| 495/519 [03:50<00:10,  2.38it/s]
      30/80      0.94G      1.014      1.688     0.6992      1.269          7        640:  96%|█████████▌| 496/519 [03:50<00:14,  1.54it/s]
      30/80      0.94G      1.014      1.687     0.6989      1.269          8        640:  96%|█████████▌| 496/519 [03:51<00:14,  1.54it/s]
      30/80      0.94G      1.014      1.687     0.6989      1.269          8        640:  96%|█████████▌| 497/519 [03:51<00:11,  1.92it/s]
      30/80      0.94G      1.014      1.686     0.6988      1.268          7        640:  96%|█████████▌| 497/519 [03:51<00:11,  1.92it/s]
      30/80      0.94G      1.014      1.686     0.6988      1.268          7        640:  96%|█████████▌| 498/519 [03:51<00:09,  2.14it/s]
      30/80      0.94G      1.013      1.685     0.6983      1.268         14        640:  96%|█████████▌| 498/519 [03:51<00:09,  2.14it/s]
      30/80      0.94G      1.013      1.685     0.6983      1.268         14        640:  96%|█████████▌| 499/519 [03:51<00:08,  2.48it/s]
      30/80      0.94G      1.013      1.686     0.6983      1.268         13        640:  96%|█████████▌| 499/519 [03:52<00:08,  2.48it/s]
      30/80      0.94G      1.013      1.686     0.6983      1.268         13        640:  96%|█████████▋| 500/519 [03:52<00:12,  1.51it/s]
      30/80      0.94G      1.013      1.685     0.6978      1.268          7        640:  96%|█████████▋| 500/519 [03:53<00:12,  1.51it/s]
      30/80      0.94G      1.013      1.685     0.6978      1.268          7        640:  97%|█████████▋| 501/519 [03:53<00:09,  1.86it/s]
      30/80      0.94G      1.013      1.685     0.6977      1.268         10        640:  97%|█████████▋| 501/519 [03:53<00:09,  1.86it/s]
      30/80      0.94G      1.013      1.685     0.6977      1.268         10        640:  97%|█████████▋| 502/519 [03:53<00:07,  2.26it/s]
      30/80      0.94G      1.013      1.685     0.6975      1.268          9        640:  97%|█████████▋| 502/519 [03:53<00:07,  2.26it/s]
      30/80      0.94G      1.013      1.685     0.6975      1.268          9        640:  97%|█████████▋| 503/519 [03:53<00:06,  2.51it/s]
      30/80      0.94G      1.013      1.685     0.6973      1.268         10        640:  97%|█████████▋| 503/519 [03:54<00:06,  2.51it/s]
      30/80      0.94G      1.013      1.685     0.6973      1.268         10        640:  97%|█████████▋| 504/519 [03:54<00:09,  1.67it/s]
      30/80      0.94G      1.013      1.685     0.6974      1.268          9        640:  97%|█████████▋| 504/519 [03:55<00:09,  1.67it/s]
      30/80      0.94G      1.013      1.685     0.6974      1.268          9        640:  97%|█████████▋| 505/519 [03:55<00:06,  2.05it/s]
      30/80      0.94G      1.013      1.685     0.6975      1.268         10        640:  97%|█████████▋| 505/519 [03:55<00:06,  2.05it/s]
      30/80      0.94G      1.013      1.685     0.6975      1.268         10        640:  97%|█████████▋| 506/519 [03:55<00:05,  2.42it/s]
      30/80      0.94G      1.013      1.685     0.6977      1.269         10        640:  97%|█████████▋| 506/519 [03:55<00:05,  2.42it/s]
      30/80      0.94G      1.013      1.685     0.6977      1.269         10        640:  98%|█████████▊| 507/519 [03:55<00:04,  2.76it/s]
      30/80      0.94G      1.014      1.687     0.6983      1.269         13        640:  98%|█████████▊| 507/519 [03:56<00:04,  2.76it/s]
      30/80      0.94G      1.014      1.687     0.6983      1.269         13        640:  98%|█████████▊| 508/519 [03:56<00:06,  1.79it/s]
      30/80      0.94G      1.013      1.687     0.6982      1.269          9        640:  98%|█████████▊| 508/519 [03:56<00:06,  1.79it/s]
      30/80      0.94G      1.013      1.687     0.6982      1.269          9        640:  98%|█████████▊| 509/519 [03:56<00:04,  2.22it/s]
      30/80      0.94G      1.013      1.688     0.6983      1.269         13        640:  98%|█████████▊| 509/519 [03:57<00:04,  2.22it/s]
      30/80      0.94G      1.013      1.688     0.6983      1.269         13        640:  98%|█████████▊| 510/519 [03:57<00:03,  2.49it/s]
      30/80      0.94G      1.013      1.688     0.6986      1.269         10        640:  98%|█████████▊| 510/519 [03:57<00:03,  2.49it/s]
      30/80      0.94G      1.013      1.688     0.6986      1.269         10        640:  98%|█████████▊| 511/519 [03:57<00:02,  2.76it/s]
      30/80      0.94G      1.014      1.689     0.6993      1.269         11        640:  98%|█████████▊| 511/519 [03:58<00:02,  2.76it/s]
      30/80      0.94G      1.014      1.689     0.6993      1.269         11        640:  99%|█████████▊| 512/519 [03:58<00:04,  1.60it/s]
      30/80      0.94G      1.015       1.69     0.7002      1.269          9        640:  99%|█████████▊| 512/519 [03:58<00:04,  1.60it/s]
      30/80      0.94G      1.015       1.69     0.7002      1.269          9        640:  99%|█████████▉| 513/519 [03:58<00:02,  2.08it/s]
      30/80      0.94G      1.015       1.69     0.7001      1.269         10        640:  99%|█████████▉| 513/519 [03:58<00:02,  2.08it/s]
      30/80      0.94G      1.015       1.69     0.7001      1.269         10        640:  99%|█████████▉| 514/519 [03:58<00:01,  2.52it/s]
      30/80      0.94G      1.015       1.69     0.7002       1.27         11        640:  99%|█████████▉| 514/519 [03:59<00:01,  2.52it/s]
      30/80      0.94G      1.015       1.69     0.7002       1.27         11        640:  99%|█████████▉| 515/519 [03:59<00:01,  3.04it/s]
      30/80      0.94G      1.014      1.688     0.6997      1.269         10        640:  99%|█████████▉| 515/519 [03:59<00:01,  3.04it/s]
      30/80      0.94G      1.014      1.688     0.6997      1.269         10        640:  99%|█████████▉| 516/519 [03:59<00:00,  3.67it/s]
      30/80      0.94G      1.014      1.689     0.7001       1.27         11        640:  99%|█████████▉| 516/519 [03:59<00:00,  3.67it/s]
      30/80      0.94G      1.014      1.688     0.6998      1.269          7        640:  99%|█████████▉| 516/519 [03:59<00:00,  3.67it/s]
      30/80      0.94G      1.014      1.688     0.6998      1.269          7        640: 100%|█████████▉| 518/519 [03:59<00:00,  5.63it/s]
      30/80      0.94G      1.013      1.688     0.6996      1.269          9        640: 100%|█████████▉| 518/519 [03:59<00:00,  5.63it/s]
      30/80      0.94G      1.013      1.688     0.6996      1.269          9        640: 100%|██████████| 519/519 [03:59<00:00,  2.17it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:46,  6.35s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<03:00,  2.86s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:44,  1.68s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:47,  1.27it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:07<00:34,  1.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:07<00:25,  2.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:08<00:31,  1.82it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:08<00:29,  1.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:09<00:32,  1.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:09<00:28,  1.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:10<00:26,  1.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:10<00:27,  1.87it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:11<00:27,  1.87it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:27,  1.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:12<00:25,  1.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:27,  1.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:13<00:27,  1.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:25,  1.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:14<00:26,  1.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:15<00:27,  1.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:28,  1.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:27,  1.53it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:24,  1.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:22,  1.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:16,  2.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:13,  2.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:10,  3.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:08,  4.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:07,  4.84it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  5.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:05,  6.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.45it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.87it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:04,  6.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:03,  6.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.27it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  6.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.43it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  7.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:22<00:01,  8.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  8.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.41it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.79it/s]
-                   all        519        519      0.959      0.942      0.981      0.729      0.959      0.942      0.983      0.704
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
      31/80      0.94G      0.962       1.67     0.5159      1.149          9        640:   0%|          | 0/519 [00:03<?, ?it/s]
      31/80      0.94G      0.962       1.67     0.5159      1.149          9        640:   0%|          | 1/519 [00:03<27:10,  3.15s/it]
      31/80      0.94G     0.8575      1.484     0.5408      1.112         12        640:   0%|          | 1/519 [00:03<27:10,  3.15s/it]
      31/80      0.94G     0.8575      1.484     0.5408      1.112         12        640:   0%|          | 2/519 [00:03<13:04,  1.52s/it]
      31/80      0.94G     0.9438      1.582     0.6122      1.167          9        640:   0%|          | 2/519 [00:03<13:04,  1.52s/it]
      31/80      0.94G     0.9438      1.582     0.6122      1.167          9        640:   1%|          | 3/519 [00:03<08:04,  1.06it/s]
      31/80      0.94G     0.9414      1.373     0.5876      1.214          5        640:   1%|          | 3/519 [00:04<08:04,  1.06it/s]
      31/80      0.94G     0.9414      1.373     0.5876      1.214          5        640:   1%|          | 4/519 [00:04<05:42,  1.50it/s]
      31/80      0.94G     0.9378      1.416     0.5749      1.233          9        640:   1%|          | 4/519 [00:05<05:42,  1.50it/s]
      31/80      0.94G     0.9378      1.416     0.5749      1.233          9        640:   1%|          | 5/519 [00:05<08:26,  1.01it/s]
      31/80      0.94G     0.9217      1.452      0.572      1.206         15        640:   1%|          | 5/519 [00:05<08:26,  1.01it/s]
      31/80      0.94G     0.9217      1.452      0.572      1.206         15        640:   1%|          | 6/519 [00:05<06:12,  1.38it/s]
      31/80      0.94G     0.9047      1.427     0.5778      1.201         10        640:   1%|          | 6/519 [00:05<06:12,  1.38it/s]
      31/80      0.94G     0.9047      1.427     0.5778      1.201         10        640:   1%|▏         | 7/519 [00:05<04:38,  1.84it/s]
      31/80      0.94G     0.9056      1.455     0.5956      1.186         10        640:   1%|▏         | 7/519 [00:06<04:38,  1.84it/s]
      31/80      0.94G     0.9056      1.455     0.5956      1.186         10        640:   2%|▏         | 8/519 [00:06<03:46,  2.25it/s]
      31/80      0.94G      0.906      1.458     0.5998      1.198         11        640:   2%|▏         | 8/519 [00:07<03:46,  2.25it/s]
      31/80      0.94G      0.906      1.458     0.5998      1.198         11        640:   2%|▏         | 9/519 [00:07<06:03,  1.40it/s]
      31/80      0.94G     0.8944       1.45     0.6305      1.211          5        640:   2%|▏         | 9/519 [00:07<06:03,  1.40it/s]
      31/80      0.94G     0.8944       1.45     0.6305      1.211          5        640:   2%|▏         | 10/519 [00:07<04:44,  1.79it/s]
      31/80      0.94G     0.8716      1.411     0.6102      1.195          8        640:   2%|▏         | 10/519 [00:07<04:44,  1.79it/s]
      31/80      0.94G     0.8716      1.411     0.6102      1.195          8        640:   2%|▏         | 11/519 [00:07<03:58,  2.13it/s]
      31/80      0.94G     0.9098      1.463      0.636      1.213         13        640:   2%|▏         | 11/519 [00:08<03:58,  2.13it/s]
      31/80      0.94G     0.9098      1.463      0.636      1.213         13        640:   2%|▏         | 12/519 [00:08<03:36,  2.34it/s]
      31/80      0.94G     0.9015      1.449     0.6323      1.208         11        640:   2%|▏         | 12/519 [00:08<03:36,  2.34it/s]
      31/80      0.94G     0.9015      1.449     0.6323      1.208         11        640:   3%|▎         | 13/519 [00:08<03:56,  2.14it/s]
      31/80      0.94G     0.9344      1.474     0.6441      1.217         13        640:   3%|▎         | 13/519 [00:09<03:56,  2.14it/s]
      31/80      0.94G     0.9344      1.474     0.6441      1.217         13        640:   3%|▎         | 14/519 [00:09<03:20,  2.52it/s]
      31/80      0.94G     0.9462      1.457     0.6484      1.235         12        640:   3%|▎         | 14/519 [00:09<03:20,  2.52it/s]
      31/80      0.94G     0.9462      1.457     0.6484      1.235         12        640:   3%|▎         | 15/519 [00:09<02:59,  2.80it/s]
      31/80      0.94G     0.9338       1.47      0.645      1.228          9        640:   3%|▎         | 15/519 [00:09<02:59,  2.80it/s]
      31/80      0.94G     0.9338       1.47      0.645      1.228          9        640:   3%|▎         | 16/519 [00:09<02:37,  3.20it/s]
      31/80      0.94G     0.9324      1.466     0.6454      1.223         11        640:   3%|▎         | 16/519 [00:10<02:37,  3.20it/s]
      31/80      0.94G     0.9324      1.466     0.6454      1.223         11        640:   3%|▎         | 17/519 [00:10<04:37,  1.81it/s]
      31/80      0.94G     0.9279      1.471      0.645      1.215         10        640:   3%|▎         | 17/519 [00:10<04:37,  1.81it/s]
      31/80      0.94G     0.9279      1.471      0.645      1.215         10        640:   3%|▎         | 18/519 [00:10<03:43,  2.24it/s]
      31/80      0.94G     0.9449      1.472     0.6469      1.219          8        640:   3%|▎         | 18/519 [00:11<03:43,  2.24it/s]
      31/80      0.94G     0.9449      1.472     0.6469      1.219          8        640:   4%|▎         | 19/519 [00:11<03:12,  2.60it/s]
      31/80      0.94G      0.944      1.472      0.642      1.217         14        640:   4%|▎         | 19/519 [00:11<03:12,  2.60it/s]
      31/80      0.94G      0.944      1.472      0.642      1.217         14        640:   4%|▍         | 20/519 [00:11<02:52,  2.89it/s]
      31/80      0.94G     0.9481      1.484     0.6415      1.227         11        640:   4%|▍         | 20/519 [00:12<02:52,  2.89it/s]
      31/80      0.94G     0.9481      1.484     0.6415      1.227         11        640:   4%|▍         | 21/519 [00:12<05:41,  1.46it/s]
      31/80      0.94G     0.9563      1.522     0.6529      1.238         10        640:   4%|▍         | 21/519 [00:13<05:41,  1.46it/s]
      31/80      0.94G     0.9563      1.522     0.6529      1.238         10        640:   4%|▍         | 22/519 [00:13<04:24,  1.88it/s]
      31/80      0.94G     0.9452      1.511     0.6437      1.233         11        640:   4%|▍         | 22/519 [00:13<04:24,  1.88it/s]
      31/80      0.94G     0.9452      1.511     0.6437      1.233         11        640:   4%|▍         | 23/519 [00:13<03:33,  2.32it/s]
      31/80      0.94G     0.9537      1.546     0.6598      1.241         10        640:   4%|▍         | 23/519 [00:13<03:33,  2.32it/s]
      31/80      0.94G     0.9537      1.546     0.6598      1.241         10        640:   5%|▍         | 24/519 [00:13<03:11,  2.59it/s]
      31/80      0.94G     0.9509      1.532     0.6535      1.246          6        640:   5%|▍         | 24/519 [00:14<03:11,  2.59it/s]
      31/80      0.94G     0.9509      1.532     0.6535      1.246          6        640:   5%|▍         | 25/519 [00:14<04:13,  1.95it/s]
      31/80      0.94G     0.9596       1.55     0.6575      1.243         10        640:   5%|▍         | 25/519 [00:14<04:13,  1.95it/s]
      31/80      0.94G     0.9596       1.55     0.6575      1.243         10        640:   5%|▌         | 26/519 [00:14<03:32,  2.32it/s]
      31/80      0.94G     0.9699      1.555      0.667      1.245         11        640:   5%|▌         | 26/519 [00:14<03:32,  2.32it/s]
      31/80      0.94G     0.9699      1.555      0.667      1.245         11        640:   5%|▌         | 27/519 [00:14<03:11,  2.57it/s]
      31/80      0.94G     0.9648      1.549     0.6657      1.245          9        640:   5%|▌         | 27/519 [00:15<03:11,  2.57it/s]
      31/80      0.94G     0.9648      1.549     0.6657      1.245          9        640:   5%|▌         | 28/519 [00:15<02:53,  2.83it/s]
      31/80      0.94G     0.9645      1.548     0.6617       1.24         13        640:   5%|▌         | 28/519 [00:15<02:53,  2.83it/s]
      31/80      0.94G     0.9645      1.548     0.6617       1.24         13        640:   6%|▌         | 29/519 [00:15<02:43,  3.00it/s]
      31/80      0.94G     0.9603      1.555     0.6619      1.244          7        640:   6%|▌         | 29/519 [00:16<02:43,  3.00it/s]
      31/80      0.94G     0.9603      1.555     0.6619      1.244          7        640:   6%|▌         | 30/519 [00:16<05:16,  1.55it/s]
      31/80      0.94G     0.9589      1.557     0.6692      1.239          9        640:   6%|▌         | 30/519 [00:17<05:16,  1.55it/s]
      31/80      0.94G     0.9589      1.557     0.6692      1.239          9        640:   6%|▌         | 31/519 [00:17<04:14,  1.92it/s]
      31/80      0.94G      0.964      1.555      0.669      1.237          9        640:   6%|▌         | 31/519 [00:17<04:14,  1.92it/s]
      31/80      0.94G      0.964      1.555      0.669      1.237          9        640:   6%|▌         | 32/519 [00:17<03:32,  2.29it/s]
      31/80      0.94G     0.9645      1.573     0.6769       1.24         12        640:   6%|▌         | 32/519 [00:17<03:32,  2.29it/s]
      31/80      0.94G     0.9645      1.573     0.6769       1.24         12        640:   6%|▋         | 33/519 [00:17<03:00,  2.70it/s]
      31/80      0.94G     0.9598      1.558     0.6729      1.238          7        640:   6%|▋         | 33/519 [00:18<03:00,  2.70it/s]
      31/80      0.94G     0.9598      1.558     0.6729      1.238          7        640:   7%|▋         | 34/519 [00:18<03:44,  2.16it/s]
      31/80      0.94G      0.974      1.569      0.679      1.249          7        640:   7%|▋         | 34/519 [00:18<03:44,  2.16it/s]
      31/80      0.94G      0.974      1.569      0.679      1.249          7        640:   7%|▋         | 35/519 [00:18<03:08,  2.57it/s]
      31/80      0.94G     0.9688      1.564      0.675      1.246          8        640:   7%|▋         | 35/519 [00:18<03:08,  2.57it/s]
      31/80      0.94G     0.9688      1.564      0.675      1.246          8        640:   7%|▋         | 36/519 [00:18<02:50,  2.84it/s]
      31/80      0.94G     0.9804      1.594     0.6766      1.252          7        640:   7%|▋         | 36/519 [00:18<02:50,  2.84it/s]
      31/80      0.94G     0.9804      1.594     0.6766      1.252          7        640:   7%|▋         | 37/519 [00:18<02:33,  3.14it/s]
      31/80      0.94G     0.9881      1.595     0.6915      1.258          7        640:   7%|▋         | 37/519 [00:19<02:33,  3.14it/s]
      31/80      0.94G     0.9881      1.595     0.6915      1.258          7        640:   7%|▋         | 38/519 [00:19<03:46,  2.13it/s]
      31/80      0.94G     0.9831      1.592     0.6942       1.26         10        640:   7%|▋         | 38/519 [00:19<03:46,  2.13it/s]
      31/80      0.94G     0.9831      1.592     0.6942       1.26         10        640:   8%|▊         | 39/519 [00:19<03:15,  2.46it/s]
      31/80      0.94G     0.9881      1.592     0.7032      1.264          7        640:   8%|▊         | 39/519 [00:20<03:15,  2.46it/s]
      31/80      0.94G     0.9881      1.592     0.7032      1.264          7        640:   8%|▊         | 40/519 [00:20<02:48,  2.84it/s]
      31/80      0.94G      0.982      1.594     0.6985      1.263          9        640:   8%|▊         | 40/519 [00:20<02:48,  2.84it/s]
      31/80      0.94G      0.982      1.594     0.6985      1.263          9        640:   8%|▊         | 41/519 [00:20<02:32,  3.13it/s]
      31/80      0.94G     0.9816      1.607     0.6964      1.262         12        640:   8%|▊         | 41/519 [00:20<02:32,  3.13it/s]
      31/80      0.94G     0.9816      1.607     0.6964      1.262         12        640:   8%|▊         | 42/519 [00:20<02:45,  2.89it/s]
      31/80      0.94G     0.9834      1.608     0.6947      1.259         10        640:   8%|▊         | 42/519 [00:21<02:45,  2.89it/s]
      31/80      0.94G     0.9834      1.608     0.6947      1.259         10        640:   8%|▊         | 43/519 [00:21<02:46,  2.86it/s]
      31/80      0.94G     0.9801      1.613     0.6935      1.256         11        640:   8%|▊         | 43/519 [00:21<02:46,  2.86it/s]
      31/80      0.94G     0.9801      1.613     0.6935      1.256         11        640:   8%|▊         | 44/519 [00:21<02:25,  3.26it/s]
      31/80      0.94G     0.9767      1.609     0.6874      1.253          7        640:   8%|▊         | 44/519 [00:21<02:25,  3.26it/s]
      31/80      0.94G     0.9767      1.609     0.6874      1.253          7        640:   9%|▊         | 45/519 [00:21<02:52,  2.75it/s]
      31/80      0.94G     0.9777      1.612     0.6825      1.259          5        640:   9%|▊         | 45/519 [00:22<02:52,  2.75it/s]
      31/80      0.94G     0.9777      1.612     0.6825      1.259          5        640:   9%|▉         | 46/519 [00:22<03:53,  2.02it/s]
      31/80      0.94G     0.9735      1.606     0.6787      1.253         11        640:   9%|▉         | 46/519 [00:22<03:53,  2.02it/s]
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      31/80      0.94G     0.9852      1.623     0.6784      1.258         13        640:  34%|███▎      | 175/519 [01:22<02:40,  2.15it/s]
      31/80      0.94G     0.9845      1.621     0.6777      1.258          9        640:  34%|███▎      | 175/519 [01:23<02:40,  2.15it/s]
      31/80      0.94G     0.9845      1.621     0.6777      1.258          9        640:  34%|███▍      | 176/519 [01:23<02:19,  2.46it/s]
      31/80      0.94G     0.9855      1.626      0.677      1.258         10        640:  34%|███▍      | 176/519 [01:23<02:19,  2.46it/s]
      31/80      0.94G     0.9855      1.626      0.677      1.258         10        640:  34%|███▍      | 177/519 [01:23<02:01,  2.81it/s]
      31/80      0.94G      0.987      1.628      0.679      1.258          8        640:  34%|███▍      | 177/519 [01:24<02:01,  2.81it/s]
      31/80      0.94G      0.987      1.628      0.679      1.258          8        640:  34%|███▍      | 178/519 [01:24<02:46,  2.05it/s]
      31/80      0.94G     0.9866       1.63     0.6791      1.258         11        640:  34%|███▍      | 178/519 [01:24<02:46,  2.05it/s]
      31/80      0.94G     0.9866       1.63     0.6791      1.258         11        640:  34%|███▍      | 179/519 [01:24<02:22,  2.38it/s]
      31/80      0.94G     0.9899      1.629     0.6814       1.26          5        640:  34%|███▍      | 179/519 [01:24<02:22,  2.38it/s]
      31/80      0.94G     0.9899      1.629     0.6814       1.26          5        640:  35%|███▍      | 180/519 [01:24<02:04,  2.72it/s]
      31/80      0.94G     0.9882      1.627     0.6814      1.259         12        640:  35%|███▍      | 180/519 [01:24<02:04,  2.72it/s]
      31/80      0.94G     0.9882      1.627     0.6814      1.259         12        640:  35%|███▍      | 181/519 [01:24<01:49,  3.09it/s]
      31/80      0.94G     0.9861      1.625     0.6803      1.258          8        640:  35%|███▍      | 181/519 [01:26<01:49,  3.09it/s]
      31/80      0.94G     0.9861      1.625     0.6803      1.258          8        640:  35%|███▌      | 182/519 [01:26<03:31,  1.60it/s]
      31/80      0.94G     0.9863      1.627     0.6803      1.257         12        640:  35%|███▌      | 182/519 [01:26<03:31,  1.60it/s]
      31/80      0.94G     0.9863      1.627     0.6803      1.257         12        640:  35%|███▌      | 183/519 [01:26<02:57,  1.89it/s]
      31/80      0.94G     0.9868      1.628     0.6802      1.258         10        640:  35%|███▌      | 183/519 [01:26<02:57,  1.89it/s]
      31/80      0.94G     0.9868      1.628     0.6802      1.258         10        640:  35%|███▌      | 184/519 [01:26<02:23,  2.33it/s]
      31/80      0.94G     0.9863      1.628     0.6795      1.256         11        640:  35%|███▌      | 184/519 [01:26<02:23,  2.33it/s]
      31/80      0.94G     0.9863      1.628     0.6795      1.256         11        640:  36%|███▌      | 185/519 [01:26<02:03,  2.71it/s]
      31/80      0.94G     0.9856      1.626     0.6787      1.255          9        640:  36%|███▌      | 185/519 [01:27<02:03,  2.71it/s]
      31/80      0.94G     0.9856      1.626     0.6787      1.255          9        640:  36%|███▌      | 186/519 [01:27<03:12,  1.73it/s]
      31/80      0.94G     0.9866      1.626     0.6785      1.256          8        640:  36%|███▌      | 186/519 [01:28<03:12,  1.73it/s]
      31/80      0.94G     0.9866      1.626     0.6785      1.256          8        640:  36%|███▌      | 187/519 [01:28<02:47,  1.98it/s]
      31/80      0.94G     0.9881      1.627     0.6792      1.256         11        640:  36%|███▌      | 187/519 [01:28<02:47,  1.98it/s]
      31/80      0.94G     0.9881      1.627     0.6792      1.256         11        640:  36%|███▌      | 188/519 [01:28<02:20,  2.36it/s]
      31/80      0.94G     0.9875      1.625     0.6786      1.255          9        640:  36%|███▌      | 188/519 [01:28<02:20,  2.36it/s]
      31/80      0.94G     0.9875      1.625     0.6786      1.255          9        640:  36%|███▋      | 189/519 [01:28<02:02,  2.69it/s]
      31/80      0.94G     0.9865      1.623     0.6772      1.254         11        640:  36%|███▋      | 189/519 [01:29<02:02,  2.69it/s]
      31/80      0.94G     0.9865      1.623     0.6772      1.254         11        640:  37%|███▋      | 190/519 [01:29<03:09,  1.73it/s]
      31/80      0.94G      0.985      1.622     0.6759      1.253         12        640:  37%|███▋      | 190/519 [01:30<03:09,  1.73it/s]
      31/80      0.94G      0.985      1.622     0.6759      1.253         12        640:  37%|███▋      | 191/519 [01:30<02:34,  2.12it/s]
      31/80      0.94G     0.9847      1.621     0.6759      1.252         11        640:  37%|███▋      | 191/519 [01:30<02:34,  2.12it/s]
      31/80      0.94G     0.9847      1.621     0.6759      1.252         11        640:  37%|███▋      | 192/519 [01:30<02:11,  2.49it/s]
      31/80      0.94G     0.9842      1.619     0.6748      1.251         14        640:  37%|███▋      | 192/519 [01:30<02:11,  2.49it/s]
      31/80      0.94G     0.9842      1.619     0.6748      1.251         14        640:  37%|███▋      | 193/519 [01:30<01:54,  2.84it/s]
      31/80      0.94G     0.9846      1.621     0.6793      1.252          6        640:  37%|███▋      | 193/519 [01:31<01:54,  2.84it/s]
      31/80      0.94G     0.9846      1.621     0.6793      1.252          6        640:  37%|███▋      | 194/519 [01:31<03:25,  1.58it/s]
      31/80      0.94G      0.984       1.62     0.6793      1.251         11        640:  37%|███▋      | 194/519 [01:31<03:25,  1.58it/s]
      31/80      0.94G      0.984       1.62     0.6793      1.251         11        640:  38%|███▊      | 195/519 [01:31<02:39,  2.03it/s]
      31/80      0.94G     0.9843       1.62     0.6795      1.251         12        640:  38%|███▊      | 195/519 [01:32<02:39,  2.03it/s]
      31/80      0.94G     0.9843       1.62     0.6795      1.251         12        640:  38%|███▊      | 196/519 [01:32<02:11,  2.45it/s]
      31/80      0.94G     0.9856      1.622     0.6797      1.253          7        640:  38%|███▊      | 196/519 [01:32<02:11,  2.45it/s]
      31/80      0.94G     0.9856      1.622     0.6797      1.253          7        640:  38%|███▊      | 197/519 [01:32<01:53,  2.83it/s]
      31/80      0.94G     0.9858      1.622       0.68      1.253          8        640:  38%|███▊      | 197/519 [01:33<01:53,  2.83it/s]
      31/80      0.94G     0.9858      1.622       0.68      1.253          8        640:  38%|███▊      | 198/519 [01:33<02:49,  1.89it/s]
      31/80      0.94G     0.9857      1.622     0.6801      1.254          9        640:  38%|███▊      | 198/519 [01:33<02:49,  1.89it/s]
      31/80      0.94G     0.9857      1.622     0.6801      1.254          9        640:  38%|███▊      | 199/519 [01:33<02:40,  1.99it/s]
      31/80      0.94G     0.9857      1.622     0.6808      1.253          6        640:  38%|███▊      | 199/519 [01:33<02:40,  1.99it/s]
      31/80      0.94G     0.9857      1.622     0.6808      1.253          6        640:  39%|███▊      | 200/519 [01:33<02:10,  2.45it/s]
      31/80      0.94G     0.9871      1.623     0.6807      1.255         11        640:  39%|███▊      | 200/519 [01:34<02:10,  2.45it/s]
      31/80      0.94G     0.9871      1.623     0.6807      1.255         11        640:  39%|███▊      | 201/519 [01:34<01:53,  2.80it/s]
      31/80      0.94G     0.9866      1.622     0.6809      1.254         13        640:  39%|███▊      | 201/519 [01:35<01:53,  2.80it/s]
      31/80      0.94G     0.9866      1.622     0.6809      1.254         13        640:  39%|███▉      | 202/519 [01:35<02:58,  1.77it/s]
      31/80      0.94G     0.9855       1.62     0.6803      1.253         10        640:  39%|███▉      | 202/519 [01:35<02:58,  1.77it/s]
      31/80      0.94G     0.9855       1.62     0.6803      1.253         10        640:  39%|███▉      | 203/519 [01:35<02:35,  2.03it/s]
      31/80      0.94G     0.9857       1.62     0.6807      1.253         12        640:  39%|███▉      | 203/519 [01:35<02:35,  2.03it/s]
      31/80      0.94G     0.9857       1.62     0.6807      1.253         12        640:  39%|███▉      | 204/519 [01:35<02:11,  2.40it/s]
      31/80      0.94G     0.9856      1.619     0.6804      1.253         13        640:  39%|███▉      | 204/519 [01:36<02:11,  2.40it/s]
      31/80      0.94G     0.9856      1.619     0.6804      1.253         13        640:  39%|███▉      | 205/519 [01:36<01:51,  2.83it/s]
      31/80      0.94G     0.9858      1.619     0.6801      1.253          9        640:  39%|███▉      | 205/519 [01:36<01:51,  2.83it/s]
      31/80      0.94G     0.9858      1.619     0.6801      1.253          9        640:  40%|███▉      | 206/519 [01:36<02:39,  1.96it/s]
      31/80      0.94G     0.9859      1.618     0.6803      1.252         12        640:  40%|███▉      | 206/519 [01:37<02:39,  1.96it/s]
      31/80      0.94G     0.9859      1.618     0.6803      1.252         12        640:  40%|███▉      | 207/519 [01:37<02:13,  2.34it/s]
      31/80      0.94G      0.986      1.618     0.6808      1.253          7        640:  40%|███▉      | 207/519 [01:37<02:13,  2.34it/s]
      31/80      0.94G      0.986      1.618     0.6808      1.253          7        640:  40%|████      | 208/519 [01:37<01:51,  2.79it/s]
      31/80      0.94G      0.986      1.617     0.6818      1.253          8        640:  40%|████      | 208/519 [01:37<01:51,  2.79it/s]
      31/80      0.94G      0.986      1.617     0.6818      1.253          8        640:  40%|████      | 209/519 [01:37<01:39,  3.12it/s]
      31/80      0.94G     0.9862      1.617     0.6818      1.253         13        640:  40%|████      | 209/519 [01:38<01:39,  3.12it/s]
      31/80      0.94G     0.9862      1.617     0.6818      1.253         13        640:  40%|████      | 210/519 [01:38<02:56,  1.75it/s]
      31/80      0.94G     0.9863      1.619     0.6822      1.253          9        640:  40%|████      | 210/519 [01:39<02:56,  1.75it/s]
      31/80      0.94G     0.9863      1.619     0.6822      1.253          9        640:  41%|████      | 211/519 [01:39<02:44,  1.87it/s]
      31/80      0.94G     0.9858      1.618     0.6816      1.252         12        640:  41%|████      | 211/519 [01:39<02:44,  1.87it/s]
      31/80      0.94G     0.9858      1.618     0.6816      1.252         12        640:  41%|████      | 212/519 [01:39<02:13,  2.30it/s]
      31/80      0.94G     0.9859       1.62     0.6812      1.252          9        640:  41%|████      | 212/519 [01:39<02:13,  2.30it/s]
      31/80      0.94G     0.9859       1.62     0.6812      1.252          9        640:  41%|████      | 213/519 [01:39<01:56,  2.63it/s]
      31/80      0.94G     0.9876      1.624     0.6822      1.254          8        640:  41%|████      | 213/519 [01:40<01:56,  2.63it/s]
      31/80      0.94G     0.9876      1.624     0.6822      1.254          8        640:  41%|████      | 214/519 [01:40<02:59,  1.70it/s]
      31/80      0.94G     0.9867      1.623     0.6814      1.253          6        640:  41%|████      | 214/519 [01:41<02:59,  1.70it/s]
      31/80      0.94G     0.9867      1.623     0.6814      1.253          6        640:  41%|████▏     | 215/519 [01:41<02:43,  1.86it/s]
      31/80      0.94G     0.9872      1.623     0.6817      1.254          9        640:  41%|████▏     | 215/519 [01:41<02:43,  1.86it/s]
      31/80      0.94G     0.9872      1.623     0.6817      1.254          9        640:  42%|████▏     | 216/519 [01:41<02:15,  2.24it/s]
      31/80      0.94G     0.9876      1.624     0.6821      1.254          9        640:  42%|████▏     | 216/519 [01:41<02:15,  2.24it/s]
      31/80      0.94G     0.9876      1.624     0.6821      1.254          9        640:  42%|████▏     | 217/519 [01:41<01:57,  2.58it/s]
      31/80      0.94G     0.9872      1.622     0.6814      1.255          5        640:  42%|████▏     | 217/519 [01:42<01:57,  2.58it/s]
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      31/80      0.94G     0.9884      1.625     0.6816      1.256          8        640:  42%|████▏     | 218/519 [01:43<02:48,  1.78it/s]
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      31/80      0.94G     0.9889      1.627     0.6812      1.256         10        640:  42%|████▏     | 219/519 [01:43<02:46,  1.80it/s]
      31/80      0.94G     0.9889      1.627     0.6812      1.256         10        640:  42%|████▏     | 220/519 [01:43<02:17,  2.18it/s]
      31/80      0.94G     0.9883      1.625     0.6801      1.256          5        640:  42%|████▏     | 220/519 [01:43<02:17,  2.18it/s]
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      31/80      0.94G      0.989      1.627       0.68      1.256         12        640:  43%|████▎     | 221/519 [01:43<01:55,  2.59it/s]
      31/80      0.94G      0.989      1.627       0.68      1.256         12        640:  43%|████▎     | 222/519 [01:43<01:42,  2.90it/s]
      31/80      0.94G     0.9906      1.631     0.6816      1.257         12        640:  43%|████▎     | 222/519 [01:44<01:42,  2.90it/s]
      31/80      0.94G     0.9906      1.631     0.6816      1.257         12        640:  43%|████▎     | 223/519 [01:44<02:47,  1.77it/s]
      31/80      0.94G     0.9911      1.631     0.6813      1.258         13        640:  43%|████▎     | 223/519 [01:45<02:47,  1.77it/s]
      31/80      0.94G     0.9911      1.631     0.6813      1.258         13        640:  43%|████▎     | 224/519 [01:45<02:19,  2.11it/s]
      31/80      0.94G     0.9923      1.638     0.6832      1.259          8        640:  43%|████▎     | 224/519 [01:45<02:19,  2.11it/s]
      31/80      0.94G     0.9923      1.638     0.6832      1.259          8        640:  43%|████▎     | 225/519 [01:45<01:58,  2.49it/s]
      31/80      0.94G     0.9924      1.638     0.6827      1.259         14        640:  43%|████▎     | 225/519 [01:45<01:58,  2.49it/s]
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      31/80      0.94G     0.9918      1.637     0.6823      1.258         12        640:  44%|████▎     | 226/519 [01:47<01:45,  2.77it/s]
      31/80      0.94G     0.9918      1.637     0.6823      1.258         12        640:  44%|████▎     | 227/519 [01:47<03:36,  1.35it/s]
      31/80      0.94G     0.9925      1.636      0.682      1.259         10        640:  44%|████▎     | 227/519 [01:47<03:36,  1.35it/s]
      31/80      0.94G     0.9925      1.636      0.682      1.259         10        640:  44%|████▍     | 228/519 [01:47<02:48,  1.73it/s]
      31/80      0.94G     0.9913      1.635     0.6816      1.259          8        640:  44%|████▍     | 228/519 [01:47<02:48,  1.73it/s]
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      31/80      0.94G       0.99      1.631      0.681      1.259          7        640:  44%|████▍     | 229/519 [01:47<02:19,  2.08it/s]
      31/80      0.94G       0.99      1.631      0.681      1.259          7        640:  44%|████▍     | 230/519 [01:47<01:57,  2.47it/s]
      31/80      0.94G     0.9905      1.637     0.6803      1.259          9        640:  44%|████▍     | 230/519 [01:48<01:57,  2.47it/s]
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      31/80      0.94G      0.991      1.638     0.6834      1.259          7        640:  45%|████▍     | 232/519 [01:49<02:04,  2.30it/s]
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      31/80      0.94G     0.9894      1.636     0.6829      1.258          5        640:  45%|████▍     | 233/519 [01:49<01:49,  2.60it/s]
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      31/80      0.94G      0.991      1.641     0.6845       1.26          8        640:  45%|████▌     | 234/519 [01:50<01:44,  2.72it/s]
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      31/80      0.94G     0.9912      1.641     0.6849       1.26         11        640:  45%|████▌     | 235/519 [01:50<02:51,  1.65it/s]
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      31/80      0.94G     0.9906      1.641     0.6846      1.259         13        640:  45%|████▌     | 236/519 [01:51<02:19,  2.03it/s]
      31/80      0.94G     0.9906      1.641     0.6846      1.259         13        640:  46%|████▌     | 237/519 [01:51<01:54,  2.47it/s]
      31/80      0.94G     0.9899       1.64     0.6845       1.26          6        640:  46%|████▌     | 237/519 [01:51<01:54,  2.47it/s]
      31/80      0.94G     0.9899       1.64     0.6845       1.26          6        640:  46%|████▌     | 238/519 [01:51<01:40,  2.81it/s]
      31/80      0.94G     0.9889      1.639     0.6835      1.259          9        640:  46%|████▌     | 238/519 [01:53<01:40,  2.81it/s]
      31/80      0.94G     0.9889      1.639     0.6835      1.259          9        640:  46%|████▌     | 239/519 [01:53<04:01,  1.16it/s]
      31/80      0.94G     0.9878      1.639     0.6828      1.258         11        640:  46%|████▌     | 239/519 [01:53<04:01,  1.16it/s]
      31/80      0.94G     0.9878      1.639     0.6828      1.258         11        640:  46%|████▌     | 240/519 [01:53<03:08,  1.48it/s]
      31/80      0.94G     0.9878      1.638     0.6822      1.258         13        640:  46%|████▌     | 240/519 [01:53<03:08,  1.48it/s]
      31/80      0.94G     0.9878      1.638     0.6822      1.258         13        640:  46%|████▋     | 241/519 [01:53<02:31,  1.83it/s]
      31/80      0.94G     0.9889      1.638     0.6829      1.258         12        640:  46%|████▋     | 241/519 [01:54<02:31,  1.83it/s]
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      31/80      0.94G     0.9905      1.641     0.6845      1.259         11        640:  47%|████▋     | 242/519 [01:55<02:04,  2.22it/s]
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      31/80      0.94G     0.9901      1.641     0.6837      1.258         11        640:  47%|████▋     | 243/519 [01:55<03:10,  1.45it/s]
      31/80      0.94G     0.9901      1.641     0.6837      1.258         11        640:  47%|████▋     | 244/519 [01:55<02:29,  1.83it/s]
      31/80      0.94G     0.9905       1.64     0.6835      1.258         12        640:  47%|████▋     | 244/519 [01:55<02:29,  1.83it/s]
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      31/80      0.94G     0.9904       1.64     0.6831      1.257          7        640:  47%|████▋     | 245/519 [01:56<02:01,  2.26it/s]
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      31/80      0.94G     0.9895      1.638     0.6821      1.256         12        640:  47%|████▋     | 246/519 [01:57<01:41,  2.69it/s]
      31/80      0.94G     0.9895      1.638     0.6821      1.256         12        640:  48%|████▊     | 247/519 [01:57<02:42,  1.68it/s]
      31/80      0.94G     0.9886      1.636     0.6813      1.255         13        640:  48%|████▊     | 247/519 [01:57<02:42,  1.68it/s]
      31/80      0.94G     0.9886      1.636     0.6813      1.255         13        640:  48%|████▊     | 248/519 [01:57<02:11,  2.06it/s]
      31/80      0.94G     0.9878      1.635     0.6814      1.255         10        640:  48%|████▊     | 248/519 [01:57<02:11,  2.06it/s]
      31/80      0.94G     0.9878      1.635     0.6814      1.255         10        640:  48%|████▊     | 249/519 [01:57<01:48,  2.48it/s]
      31/80      0.94G     0.9876      1.635     0.6811      1.254         12        640:  48%|████▊     | 249/519 [01:57<01:48,  2.48it/s]
      31/80      0.94G     0.9876      1.635     0.6811      1.254         12        640:  48%|████▊     | 250/519 [01:57<01:27,  3.07it/s]
      31/80      0.94G     0.9874      1.635     0.6815      1.255          8        640:  48%|████▊     | 250/519 [01:59<01:27,  3.07it/s]
      31/80      0.94G     0.9874      1.635     0.6815      1.255          8        640:  48%|████▊     | 251/519 [01:59<03:01,  1.47it/s]
      31/80      0.94G     0.9878      1.636     0.6825      1.255         11        640:  48%|████▊     | 251/519 [01:59<03:01,  1.47it/s]
      31/80      0.94G     0.9878      1.636     0.6825      1.255         11        640:  49%|████▊     | 252/519 [01:59<02:24,  1.85it/s]
      31/80      0.94G     0.9879      1.636     0.6823      1.255         15        640:  49%|████▊     | 252/519 [01:59<02:24,  1.85it/s]
      31/80      0.94G     0.9879      1.636     0.6823      1.255         15        640:  49%|████▊     | 253/519 [01:59<01:57,  2.27it/s]
      31/80      0.94G     0.9887      1.636     0.6833      1.255         14        640:  49%|████▊     | 253/519 [01:59<01:57,  2.27it/s]
      31/80      0.94G     0.9887      1.636     0.6833      1.255         14        640:  49%|████▉     | 254/519 [01:59<01:42,  2.60it/s]
      31/80      0.94G       0.99      1.634     0.6832      1.256          9        640:  49%|████▉     | 254/519 [02:00<01:42,  2.60it/s]
      31/80      0.94G       0.99      1.634     0.6832      1.256          9        640:  49%|████▉     | 255/519 [02:00<02:13,  1.98it/s]
      31/80      0.94G       0.99      1.634     0.6838      1.256          8        640:  49%|████▉     | 255/519 [02:00<02:13,  1.98it/s]
      31/80      0.94G       0.99      1.634     0.6838      1.256          8        640:  49%|████▉     | 256/519 [02:00<01:47,  2.45it/s]
      31/80      0.94G       0.99      1.632     0.6831      1.256          9        640:  49%|████▉     | 256/519 [02:01<01:47,  2.45it/s]
      31/80      0.94G       0.99      1.632     0.6831      1.256          9        640:  50%|████▉     | 257/519 [02:01<01:34,  2.77it/s]
      31/80      0.94G     0.9885      1.631     0.6818      1.256          5        640:  50%|████▉     | 257/519 [02:01<01:34,  2.77it/s]
      31/80      0.94G     0.9885      1.631     0.6818      1.256          5        640:  50%|████▉     | 258/519 [02:01<01:24,  3.09it/s]
      31/80      0.94G     0.9892      1.633     0.6837      1.256         10        640:  50%|████▉     | 258/519 [02:02<01:24,  3.09it/s]
      31/80      0.94G     0.9892      1.633     0.6837      1.256         10        640:  50%|████▉     | 259/519 [02:02<02:08,  2.02it/s]
      31/80      0.94G      0.989      1.631     0.6828      1.256          9        640:  50%|████▉     | 259/519 [02:02<02:08,  2.02it/s]
      31/80      0.94G      0.989      1.631     0.6828      1.256          9        640:  50%|█████     | 260/519 [02:02<01:48,  2.39it/s]
      31/80      0.94G     0.9883      1.631     0.6823      1.256          7        640:  50%|█████     | 260/519 [02:02<01:48,  2.39it/s]
      31/80      0.94G     0.9883      1.631     0.6823      1.256          7        640:  50%|█████     | 261/519 [02:02<01:33,  2.75it/s]
      31/80      0.94G     0.9873       1.63     0.6813      1.255         10        640:  50%|█████     | 261/519 [02:03<01:33,  2.75it/s]
      31/80      0.94G     0.9873       1.63     0.6813      1.255         10        640:  50%|█████     | 262/519 [02:03<01:27,  2.93it/s]
      31/80      0.94G     0.9875      1.629     0.6819      1.254         13        640:  50%|█████     | 262/519 [02:03<01:27,  2.93it/s]
      31/80      0.94G     0.9875      1.629     0.6819      1.254         13        640:  51%|█████     | 263/519 [02:03<01:56,  2.21it/s]
      31/80      0.94G     0.9861      1.626     0.6809      1.253         11        640:  51%|█████     | 263/519 [02:04<01:56,  2.21it/s]
      31/80      0.94G     0.9861      1.626     0.6809      1.253         11        640:  51%|█████     | 264/519 [02:04<01:42,  2.49it/s]
      31/80      0.94G      0.986      1.624     0.6813      1.253          9        640:  51%|█████     | 264/519 [02:04<01:42,  2.49it/s]
      31/80      0.94G      0.986      1.624     0.6813      1.253          9        640:  51%|█████     | 265/519 [02:04<01:30,  2.80it/s]
      31/80      0.94G     0.9857      1.625     0.6817      1.253         14        640:  51%|█████     | 265/519 [02:04<01:30,  2.80it/s]
      31/80      0.94G     0.9857      1.625     0.6817      1.253         14        640:  51%|█████▏    | 266/519 [02:04<01:19,  3.19it/s]
      31/80      0.94G     0.9854      1.626     0.6813      1.252         11        640:  51%|█████▏    | 266/519 [02:05<01:19,  3.19it/s]
      31/80      0.94G     0.9854      1.626     0.6813      1.252         11        640:  51%|█████▏    | 267/519 [02:05<01:49,  2.30it/s]
      31/80      0.94G     0.9852      1.625      0.681      1.252         12        640:  51%|█████▏    | 267/519 [02:05<01:49,  2.30it/s]
      31/80      0.94G     0.9852      1.625      0.681      1.252         12        640:  52%|█████▏    | 268/519 [02:05<01:34,  2.65it/s]
      31/80      0.94G     0.9855      1.627     0.6815      1.253          9        640:  52%|█████▏    | 268/519 [02:05<01:34,  2.65it/s]
      31/80      0.94G     0.9855      1.627     0.6815      1.253          9        640:  52%|█████▏    | 269/519 [02:05<01:24,  2.94it/s]
      31/80      0.94G     0.9853      1.625     0.6815      1.252          7        640:  52%|█████▏    | 269/519 [02:06<01:24,  2.94it/s]
      31/80      0.94G     0.9853      1.625     0.6815      1.252          7        640:  52%|█████▏    | 270/519 [02:06<01:50,  2.25it/s]
      31/80      0.94G      0.986      1.628     0.6826      1.252         13        640:  52%|█████▏    | 270/519 [02:06<01:50,  2.25it/s]
      31/80      0.94G      0.986      1.628     0.6826      1.252         13        640:  52%|█████▏    | 271/519 [02:06<01:39,  2.50it/s]
      31/80      0.94G      0.985      1.626     0.6819      1.251         12        640:  52%|█████▏    | 271/519 [02:06<01:39,  2.50it/s]
      31/80      0.94G      0.985      1.626     0.6819      1.251         12        640:  52%|█████▏    | 272/519 [02:06<01:23,  2.95it/s]
      31/80      0.94G     0.9843      1.625     0.6816      1.251          9        640:  52%|█████▏    | 272/519 [02:07<01:23,  2.95it/s]
      31/80      0.94G     0.9843      1.625     0.6816      1.251          9        640:  53%|█████▎    | 273/519 [02:07<01:19,  3.09it/s]
      31/80      0.94G      0.985      1.625     0.6817      1.252          9        640:  53%|█████▎    | 273/519 [02:08<01:19,  3.09it/s]
      31/80      0.94G      0.985      1.625     0.6817      1.252          9        640:  53%|█████▎    | 274/519 [02:08<02:38,  1.54it/s]
      31/80      0.94G      0.984      1.624     0.6809      1.251         11        640:  53%|█████▎    | 274/519 [02:08<02:38,  1.54it/s]
      31/80      0.94G      0.984      1.624     0.6809      1.251         11        640:  53%|█████▎    | 275/519 [02:08<02:11,  1.86it/s]
      31/80      0.94G     0.9848      1.623     0.6808      1.251         10        640:  53%|█████▎    | 275/519 [02:09<02:11,  1.86it/s]
      31/80      0.94G     0.9848      1.623     0.6808      1.251         10        640:  53%|█████▎    | 276/519 [02:09<01:48,  2.24it/s]
      31/80      0.94G     0.9848      1.623     0.6808      1.251          7        640:  53%|█████▎    | 276/519 [02:09<01:48,  2.24it/s]
      31/80      0.94G     0.9848      1.623     0.6808      1.251          7        640:  53%|█████▎    | 277/519 [02:09<01:33,  2.59it/s]
      31/80      0.94G     0.9858      1.623     0.6809      1.251          6        640:  53%|█████▎    | 277/519 [02:10<01:33,  2.59it/s]
      31/80      0.94G     0.9858      1.623     0.6809      1.251          6        640:  54%|█████▎    | 278/519 [02:10<02:08,  1.88it/s]
      31/80      0.94G     0.9862      1.624     0.6807      1.251         11        640:  54%|█████▎    | 278/519 [02:10<02:08,  1.88it/s]
      31/80      0.94G     0.9862      1.624     0.6807      1.251         11        640:  54%|█████▍    | 279/519 [02:10<01:47,  2.23it/s]
      31/80      0.94G     0.9862      1.624     0.6806      1.251         12        640:  54%|█████▍    | 279/519 [02:10<01:47,  2.23it/s]
      31/80      0.94G     0.9862      1.624     0.6806      1.251         12        640:  54%|█████▍    | 280/519 [02:10<01:33,  2.55it/s]
      31/80      0.94G     0.9866      1.624     0.6811      1.251          6        640:  54%|█████▍    | 280/519 [02:10<01:33,  2.55it/s]
      31/80      0.94G     0.9866      1.624     0.6811      1.251          6        640:  54%|█████▍    | 281/519 [02:10<01:18,  3.05it/s]
      31/80      0.94G     0.9877      1.623     0.6814      1.252         12        640:  54%|█████▍    | 281/519 [02:11<01:18,  3.05it/s]
      31/80      0.94G     0.9877      1.623     0.6814      1.252         12        640:  54%|█████▍    | 282/519 [02:11<02:06,  1.88it/s]
      31/80      0.94G     0.9903      1.626     0.6819      1.255          8        640:  54%|█████▍    | 282/519 [02:12<02:06,  1.88it/s]
      31/80      0.94G     0.9903      1.626     0.6819      1.255          8        640:  55%|█████▍    | 283/519 [02:12<01:46,  2.22it/s]
      31/80      0.94G     0.9906      1.627     0.6817      1.255          8        640:  55%|█████▍    | 283/519 [02:12<01:46,  2.22it/s]
      31/80      0.94G     0.9906      1.627     0.6817      1.255          8        640:  55%|█████▍    | 284/519 [02:12<01:34,  2.49it/s]
      31/80      0.94G     0.9901      1.625      0.681      1.255          9        640:  55%|█████▍    | 284/519 [02:12<01:34,  2.49it/s]
      31/80      0.94G     0.9901      1.625      0.681      1.255          9        640:  55%|█████▍    | 285/519 [02:12<01:22,  2.84it/s]
      31/80      0.94G     0.9896      1.625     0.6804      1.255         12        640:  55%|█████▍    | 285/519 [02:13<01:22,  2.84it/s]
      31/80      0.94G     0.9896      1.625     0.6804      1.255         12        640:  55%|█████▌    | 286/519 [02:13<01:44,  2.24it/s]
      31/80      0.94G       0.99      1.628     0.6807      1.254         10        640:  55%|█████▌    | 286/519 [02:13<01:44,  2.24it/s]
      31/80      0.94G       0.99      1.628     0.6807      1.254         10        640:  55%|█████▌    | 287/519 [02:13<01:28,  2.61it/s]
      31/80      0.94G     0.9899      1.628     0.6802      1.254          9        640:  55%|█████▌    | 287/519 [02:13<01:28,  2.61it/s]
      31/80      0.94G     0.9899      1.628     0.6802      1.254          9        640:  55%|█████▌    | 288/519 [02:13<01:20,  2.87it/s]
      31/80      0.94G     0.9902      1.628     0.6796      1.254         13        640:  55%|█████▌    | 288/519 [02:14<01:20,  2.87it/s]
      31/80      0.94G     0.9902      1.628     0.6796      1.254         13        640:  56%|█████▌    | 289/519 [02:14<01:30,  2.53it/s]
      31/80      0.94G     0.9918      1.628     0.6801      1.256          6        640:  56%|█████▌    | 289/519 [02:14<01:30,  2.53it/s]
      31/80      0.94G     0.9918      1.628     0.6801      1.256          6        640:  56%|█████▌    | 290/519 [02:14<01:17,  2.94it/s]
      31/80      0.94G      0.992      1.628     0.6816      1.257         11        640:  56%|█████▌    | 290/519 [02:14<01:17,  2.94it/s]
      31/80      0.94G      0.992      1.628     0.6816      1.257         11        640:  56%|█████▌    | 291/519 [02:14<01:09,  3.30it/s]
      31/80      0.94G     0.9923      1.628     0.6811      1.257         10        640:  56%|█████▌    | 291/519 [02:15<01:09,  3.30it/s]
      31/80      0.94G     0.9923      1.628     0.6811      1.257         10        640:  56%|█████▋    | 292/519 [02:15<01:12,  3.13it/s]
      31/80      0.94G     0.9922      1.629     0.6812      1.257         13        640:  56%|█████▋    | 292/519 [02:16<01:12,  3.13it/s]
      31/80      0.94G     0.9922      1.629     0.6812      1.257         13        640:  56%|█████▋    | 293/519 [02:16<02:10,  1.74it/s]
      31/80      0.94G     0.9924      1.631     0.6809      1.257         10        640:  56%|█████▋    | 293/519 [02:16<02:10,  1.74it/s]
      31/80      0.94G     0.9924      1.631     0.6809      1.257         10        640:  57%|█████▋    | 294/519 [02:16<01:47,  2.10it/s]
      31/80      0.94G     0.9917       1.63      0.681      1.257          9        640:  57%|█████▋    | 294/519 [02:16<01:47,  2.10it/s]
      31/80      0.94G     0.9917       1.63      0.681      1.257          9        640:  57%|█████▋    | 295/519 [02:16<01:32,  2.42it/s]
      31/80      0.94G     0.9912      1.629     0.6808      1.257          7        640:  57%|█████▋    | 295/519 [02:17<01:32,  2.42it/s]
      31/80      0.94G     0.9912      1.629     0.6808      1.257          7        640:  57%|█████▋    | 296/519 [02:17<01:19,  2.79it/s]
      31/80      0.94G     0.9903      1.627     0.6801      1.257         10        640:  57%|█████▋    | 296/519 [02:18<01:19,  2.79it/s]
      31/80      0.94G     0.9903      1.627     0.6801      1.257         10        640:  57%|█████▋    | 297/519 [02:18<02:31,  1.47it/s]
      31/80      0.94G     0.9904      1.627     0.6801      1.257         13        640:  57%|█████▋    | 297/519 [02:18<02:31,  1.47it/s]
      31/80      0.94G     0.9904      1.627     0.6801      1.257         13        640:  57%|█████▋    | 298/519 [02:18<02:03,  1.80it/s]
      31/80      0.94G     0.9905      1.628       0.68      1.257         10        640:  57%|█████▋    | 298/519 [02:19<02:03,  1.80it/s]
      31/80      0.94G     0.9905      1.628       0.68      1.257         10        640:  58%|█████▊    | 299/519 [02:19<01:46,  2.07it/s]
      31/80      0.94G     0.9913      1.627     0.6799      1.257          9        640:  58%|█████▊    | 299/519 [02:19<01:46,  2.07it/s]
      31/80      0.94G     0.9913      1.627     0.6799      1.257          9        640:  58%|█████▊    | 300/519 [02:19<01:29,  2.45it/s]
      31/80      0.94G     0.9927      1.628     0.6801      1.259         10        640:  58%|█████▊    | 300/519 [02:20<01:29,  2.45it/s]
      31/80      0.94G     0.9927      1.628     0.6801      1.259         10        640:  58%|█████▊    | 301/519 [02:20<02:30,  1.45it/s]
      31/80      0.94G     0.9939       1.63     0.6808       1.26          8        640:  58%|█████▊    | 301/519 [02:20<02:30,  1.45it/s]
      31/80      0.94G     0.9939       1.63     0.6808       1.26          8        640:  58%|█████▊    | 302/519 [02:20<02:00,  1.81it/s]
      31/80      0.94G     0.9939      1.629     0.6809       1.26         11        640:  58%|█████▊    | 302/519 [02:21<02:00,  1.81it/s]
      31/80      0.94G     0.9939      1.629     0.6809       1.26         11        640:  58%|█████▊    | 303/519 [02:21<01:40,  2.14it/s]
      31/80      0.94G     0.9945      1.629     0.6807       1.26         13        640:  58%|█████▊    | 303/519 [02:21<01:40,  2.14it/s]
      31/80      0.94G     0.9945      1.629     0.6807       1.26         13        640:  59%|█████▊    | 304/519 [02:21<01:26,  2.49it/s]
      31/80      0.94G     0.9943      1.628     0.6809      1.259         12        640:  59%|█████▊    | 304/519 [02:22<01:26,  2.49it/s]
      31/80      0.94G     0.9943      1.628     0.6809      1.259         12        640:  59%|█████▉    | 305/519 [02:22<02:01,  1.76it/s]
      31/80      0.94G     0.9938      1.628     0.6805      1.259         12        640:  59%|█████▉    | 305/519 [02:22<02:01,  1.76it/s]
      31/80      0.94G     0.9938      1.628     0.6805      1.259         12        640:  59%|█████▉    | 306/519 [02:22<01:44,  2.04it/s]
      31/80      0.94G     0.9946      1.627     0.6808      1.259          8        640:  59%|█████▉    | 306/519 [02:23<01:44,  2.04it/s]
      31/80      0.94G     0.9946      1.627     0.6808      1.259          8        640:  59%|█████▉    | 307/519 [02:23<01:34,  2.25it/s]
      31/80      0.94G     0.9941      1.627     0.6807      1.259          9        640:  59%|█████▉    | 307/519 [02:23<01:34,  2.25it/s]
      31/80      0.94G     0.9941      1.627     0.6807      1.259          9        640:  59%|█████▉    | 308/519 [02:23<01:19,  2.66it/s]
      31/80      0.94G     0.9947      1.627     0.6806       1.26         13        640:  59%|█████▉    | 308/519 [02:24<01:19,  2.66it/s]
      31/80      0.94G     0.9947      1.627     0.6806       1.26         13        640:  60%|█████▉    | 309/519 [02:24<02:12,  1.59it/s]
      31/80      0.94G     0.9945      1.627     0.6801      1.259         15        640:  60%|█████▉    | 309/519 [02:24<02:12,  1.59it/s]
      31/80      0.94G     0.9945      1.627     0.6801      1.259         15        640:  60%|█████▉    | 310/519 [02:24<01:46,  1.96it/s]
      31/80      0.94G      0.996      1.629     0.6813       1.26          6        640:  60%|█████▉    | 310/519 [02:24<01:46,  1.96it/s]
      31/80      0.94G      0.996      1.629     0.6813       1.26          6        640:  60%|█████▉    | 311/519 [02:24<01:27,  2.38it/s]
      31/80      0.94G     0.9955      1.628     0.6807       1.26          6        640:  60%|█████▉    | 311/519 [02:25<01:27,  2.38it/s]
      31/80      0.94G     0.9955      1.628     0.6807       1.26          6        640:  60%|██████    | 312/519 [02:25<01:17,  2.66it/s]
      31/80      0.94G     0.9953      1.628       0.68       1.26         11        640:  60%|██████    | 312/519 [02:26<01:17,  2.66it/s]
      31/80      0.94G     0.9953      1.628       0.68       1.26         11        640:  60%|██████    | 313/519 [02:26<01:45,  1.95it/s]
      31/80      0.94G     0.9943      1.627     0.6794      1.259          8        640:  60%|██████    | 313/519 [02:26<01:45,  1.95it/s]
      31/80      0.94G     0.9943      1.627     0.6794      1.259          8        640:  61%|██████    | 314/519 [02:26<01:28,  2.32it/s]
      31/80      0.94G     0.9944      1.629     0.6795      1.259         13        640:  61%|██████    | 314/519 [02:26<01:28,  2.32it/s]
      31/80      0.94G     0.9944      1.629     0.6795      1.259         13        640:  61%|██████    | 315/519 [02:26<01:18,  2.59it/s]
      31/80      0.94G     0.9945      1.629     0.6793      1.259         12        640:  61%|██████    | 315/519 [02:26<01:18,  2.59it/s]
      31/80      0.94G     0.9945      1.629     0.6793      1.259         12        640:  61%|██████    | 316/519 [02:26<01:10,  2.86it/s]
      31/80      0.94G     0.9953      1.631     0.6802      1.261          9        640:  61%|██████    | 316/519 [02:27<01:10,  2.86it/s]
      31/80      0.94G     0.9953      1.631     0.6802      1.261          9        640:  61%|██████    | 317/519 [02:27<01:42,  1.96it/s]
      31/80      0.94G     0.9949       1.63     0.6799       1.26          6        640:  61%|██████    | 317/519 [02:27<01:42,  1.96it/s]
      31/80      0.94G     0.9949       1.63     0.6799       1.26          6        640:  61%|██████▏   | 318/519 [02:27<01:26,  2.31it/s]
      31/80      0.94G      0.995      1.633     0.6798       1.26         12        640:  61%|██████▏   | 318/519 [02:28<01:26,  2.31it/s]
      31/80      0.94G      0.995      1.633     0.6798       1.26         12        640:  61%|██████▏   | 319/519 [02:28<01:12,  2.75it/s]
      31/80      0.94G     0.9951      1.634     0.6797       1.26         10        640:  61%|██████▏   | 319/519 [02:28<01:12,  2.75it/s]
      31/80      0.94G     0.9951      1.634     0.6797       1.26         10        640:  62%|██████▏   | 320/519 [02:28<01:02,  3.16it/s]
      31/80      0.94G     0.9951      1.635     0.6792       1.26          9        640:  62%|██████▏   | 320/519 [02:29<01:02,  3.16it/s]
      31/80      0.94G     0.9951      1.635     0.6792       1.26          9        640:  62%|██████▏   | 321/519 [02:29<01:44,  1.89it/s]
      31/80      0.94G     0.9952      1.636     0.6798       1.26          9        640:  62%|██████▏   | 321/519 [02:29<01:44,  1.89it/s]
      31/80      0.94G     0.9952      1.636     0.6798       1.26          9        640:  62%|██████▏   | 322/519 [02:29<01:24,  2.32it/s]
      31/80      0.94G     0.9942      1.634      0.679       1.26          7        640:  62%|██████▏   | 322/519 [02:29<01:24,  2.32it/s]
      31/80      0.94G     0.9942      1.634      0.679       1.26          7        640:  62%|██████▏   | 323/519 [02:29<01:15,  2.60it/s]
      31/80      0.94G     0.9948      1.635     0.6795       1.26         10        640:  62%|██████▏   | 323/519 [02:30<01:15,  2.60it/s]
      31/80      0.94G     0.9948      1.635     0.6795       1.26         10        640:  62%|██████▏   | 324/519 [02:30<01:05,  2.96it/s]
      31/80      0.94G     0.9939      1.634     0.6788       1.26         11        640:  62%|██████▏   | 324/519 [02:30<01:05,  2.96it/s]
      31/80      0.94G     0.9939      1.634     0.6788       1.26         11        640:  63%|██████▎   | 325/519 [02:30<01:22,  2.35it/s]
      31/80      0.94G      0.994      1.635     0.6786       1.26         11        640:  63%|██████▎   | 325/519 [02:30<01:22,  2.35it/s]
      31/80      0.94G      0.994      1.635     0.6786       1.26         11        640:  63%|██████▎   | 326/519 [02:30<01:11,  2.71it/s]
      31/80      0.94G     0.9944      1.635     0.6785       1.26         10        640:  63%|██████▎   | 326/519 [02:31<01:11,  2.71it/s]
      31/80      0.94G     0.9944      1.635     0.6785       1.26         10        640:  63%|██████▎   | 327/519 [02:31<01:43,  1.85it/s]
      31/80      0.94G     0.9939      1.635     0.6779      1.259         13        640:  63%|██████▎   | 327/519 [02:32<01:43,  1.85it/s]
      31/80      0.94G     0.9939      1.635     0.6779      1.259         13        640:  63%|██████▎   | 328/519 [02:32<01:23,  2.30it/s]
      31/80      0.94G     0.9947      1.636     0.6782      1.259         10        640:  63%|██████▎   | 328/519 [02:32<01:23,  2.30it/s]
      31/80      0.94G     0.9947      1.636     0.6782      1.259         10        640:  63%|██████▎   | 329/519 [02:32<01:34,  2.00it/s]
      31/80      0.94G     0.9947      1.636     0.6784      1.259          8        640:  63%|██████▎   | 329/519 [02:32<01:34,  2.00it/s]
      31/80      0.94G     0.9947      1.636     0.6784      1.259          8        640:  64%|██████▎   | 330/519 [02:32<01:18,  2.42it/s]
      31/80      0.94G     0.9946      1.636     0.6787      1.259          7        640:  64%|██████▎   | 330/519 [02:33<01:18,  2.42it/s]
      31/80      0.94G     0.9946      1.636     0.6787      1.259          7        640:  64%|██████▍   | 331/519 [02:33<01:34,  1.99it/s]
      31/80      0.94G     0.9952      1.634     0.6782      1.259         11        640:  64%|██████▍   | 331/519 [02:33<01:34,  1.99it/s]
      31/80      0.94G     0.9952      1.634     0.6782      1.259         11        640:  64%|██████▍   | 332/519 [02:33<01:19,  2.35it/s]
      31/80      0.94G     0.9952      1.635     0.6779       1.26         12        640:  64%|██████▍   | 332/519 [02:34<01:19,  2.35it/s]
      31/80      0.94G     0.9952      1.635     0.6779       1.26         12        640:  64%|██████▍   | 333/519 [02:34<01:36,  1.92it/s]
      31/80      0.94G     0.9957      1.636     0.6782       1.26          9        640:  64%|██████▍   | 333/519 [02:34<01:36,  1.92it/s]
      31/80      0.94G     0.9957      1.636     0.6782       1.26          9        640:  64%|██████▍   | 334/519 [02:34<01:20,  2.31it/s]
      31/80      0.94G     0.9952      1.637      0.678      1.259         11        640:  64%|██████▍   | 334/519 [02:35<01:20,  2.31it/s]
      31/80      0.94G     0.9952      1.637      0.678      1.259         11        640:  65%|██████▍   | 335/519 [02:35<01:10,  2.62it/s]
      31/80      0.94G     0.9957      1.638     0.6782      1.259         12        640:  65%|██████▍   | 335/519 [02:35<01:10,  2.62it/s]
      31/80      0.94G     0.9957      1.638     0.6782      1.259         12        640:  65%|██████▍   | 336/519 [02:35<01:00,  3.03it/s]
      31/80      0.94G     0.9958      1.639     0.6784      1.259         11        640:  65%|██████▍   | 336/519 [02:36<01:00,  3.03it/s]
      31/80      0.94G     0.9958      1.639     0.6784      1.259         11        640:  65%|██████▍   | 337/519 [02:36<01:40,  1.82it/s]
      31/80      0.94G     0.9981      1.643     0.6805      1.262          8        640:  65%|██████▍   | 337/519 [02:36<01:40,  1.82it/s]
      31/80      0.94G     0.9981      1.643     0.6805      1.262          8        640:  65%|██████▌   | 338/519 [02:36<01:23,  2.16it/s]
      31/80      0.94G     0.9977      1.643     0.6813      1.261         11        640:  65%|██████▌   | 338/519 [02:36<01:23,  2.16it/s]
      31/80      0.94G     0.9977      1.643     0.6813      1.261         11        640:  65%|██████▌   | 339/519 [02:36<01:10,  2.57it/s]
      31/80      0.94G     0.9978      1.642     0.6808      1.261          8        640:  65%|██████▌   | 339/519 [02:37<01:10,  2.57it/s]
      31/80      0.94G     0.9978      1.642     0.6808      1.261          8        640:  66%|██████▌   | 340/519 [02:37<00:59,  3.02it/s]
      31/80      0.94G     0.9977      1.642     0.6809      1.261          9        640:  66%|██████▌   | 340/519 [02:38<00:59,  3.02it/s]
      31/80      0.94G     0.9977      1.642     0.6809      1.261          9        640:  66%|██████▌   | 341/519 [02:38<01:47,  1.66it/s]
      31/80      0.94G     0.9976      1.642     0.6805       1.26         12        640:  66%|██████▌   | 341/519 [02:38<01:47,  1.66it/s]
      31/80      0.94G     0.9976      1.642     0.6805       1.26         12        640:  66%|██████▌   | 342/519 [02:38<01:26,  2.05it/s]
      31/80      0.94G     0.9973      1.641     0.6806       1.26          7        640:  66%|██████▌   | 342/519 [02:38<01:26,  2.05it/s]
      31/80      0.94G     0.9973      1.641     0.6806       1.26          7        640:  66%|██████▌   | 343/519 [02:38<01:11,  2.45it/s]
      31/80      0.94G     0.9965      1.641     0.6803      1.259         12        640:  66%|██████▌   | 343/519 [02:38<01:11,  2.45it/s]
      31/80      0.94G     0.9965      1.641     0.6803      1.259         12        640:  66%|██████▋   | 344/519 [02:38<01:02,  2.80it/s]
      31/80      0.94G      0.995      1.639     0.6802      1.259          6        640:  66%|██████▋   | 344/519 [02:39<01:02,  2.80it/s]
      31/80      0.94G      0.995      1.639     0.6802      1.259          6        640:  66%|██████▋   | 345/519 [02:39<01:29,  1.95it/s]
      31/80      0.94G     0.9957      1.641       0.68      1.258         11        640:  66%|██████▋   | 345/519 [02:40<01:29,  1.95it/s]
      31/80      0.94G     0.9957      1.641       0.68      1.258         11        640:  67%|██████▋   | 346/519 [02:40<01:11,  2.40it/s]
      31/80      0.94G     0.9955      1.641     0.6799      1.258          7        640:  67%|██████▋   | 346/519 [02:40<01:11,  2.40it/s]
      31/80      0.94G     0.9955      1.641     0.6799      1.258          7        640:  67%|██████▋   | 347/519 [02:40<01:07,  2.53it/s]
      31/80      0.94G     0.9953      1.641     0.6799      1.258         11        640:  67%|██████▋   | 347/519 [02:40<01:07,  2.53it/s]
      31/80      0.94G     0.9953      1.641     0.6799      1.258         11        640:  67%|██████▋   | 348/519 [02:40<01:00,  2.84it/s]
      31/80      0.94G     0.9951      1.641     0.6796      1.258         11        640:  67%|██████▋   | 348/519 [02:41<01:00,  2.84it/s]
      31/80      0.94G     0.9951      1.641     0.6796      1.258         11        640:  67%|██████▋   | 349/519 [02:41<01:40,  1.68it/s]
      31/80      0.94G     0.9947      1.639     0.6796      1.258          8        640:  67%|██████▋   | 349/519 [02:42<01:40,  1.68it/s]
      31/80      0.94G     0.9947      1.639     0.6796      1.258          8        640:  67%|██████▋   | 350/519 [02:42<01:21,  2.08it/s]
      31/80      0.94G     0.9947      1.639     0.6793      1.257         12        640:  67%|██████▋   | 350/519 [02:42<01:21,  2.08it/s]
      31/80      0.94G     0.9947      1.639     0.6793      1.257         12        640:  68%|██████▊   | 351/519 [02:42<01:09,  2.41it/s]
      31/80      0.94G     0.9942      1.639     0.6795      1.257         12        640:  68%|██████▊   | 351/519 [02:42<01:09,  2.41it/s]
      31/80      0.94G     0.9942      1.639     0.6795      1.257         12        640:  68%|██████▊   | 352/519 [02:42<01:00,  2.76it/s]
      31/80      0.94G     0.9934       1.64     0.6789      1.257          7        640:  68%|██████▊   | 352/519 [02:43<01:00,  2.76it/s]
      31/80      0.94G     0.9934       1.64     0.6789      1.257          7        640:  68%|██████▊   | 353/519 [02:43<01:35,  1.74it/s]
      31/80      0.94G     0.9934       1.64      0.679      1.257         13        640:  68%|██████▊   | 353/519 [02:43<01:35,  1.74it/s]
      31/80      0.94G     0.9934       1.64      0.679      1.257         13        640:  68%|██████▊   | 354/519 [02:43<01:16,  2.16it/s]
      31/80      0.94G     0.9937      1.641     0.6793      1.257         13        640:  68%|██████▊   | 354/519 [02:44<01:16,  2.16it/s]
      31/80      0.94G     0.9937      1.641     0.6793      1.257         13        640:  68%|██████▊   | 355/519 [02:44<01:04,  2.55it/s]
      31/80      0.94G     0.9929      1.641     0.6789      1.257         10        640:  68%|██████▊   | 355/519 [02:44<01:04,  2.55it/s]
      31/80      0.94G     0.9929      1.641     0.6789      1.257         10        640:  69%|██████▊   | 356/519 [02:44<00:57,  2.83it/s]
      31/80      0.94G     0.9931      1.641      0.679      1.257          9        640:  69%|██████▊   | 356/519 [02:45<00:57,  2.83it/s]
      31/80      0.94G     0.9931      1.641      0.679      1.257          9        640:  69%|██████▉   | 357/519 [02:45<01:16,  2.12it/s]
      31/80      0.94G     0.9937      1.641     0.6795      1.257         12        640:  69%|██████▉   | 357/519 [02:45<01:16,  2.12it/s]
      31/80      0.94G     0.9937      1.641     0.6795      1.257         12        640:  69%|██████▉   | 358/519 [02:45<01:04,  2.51it/s]
      31/80      0.94G     0.9936      1.641     0.6792      1.257         12        640:  69%|██████▉   | 358/519 [02:45<01:04,  2.51it/s]
      31/80      0.94G     0.9936      1.641     0.6792      1.257         12        640:  69%|██████▉   | 359/519 [02:45<00:55,  2.88it/s]
      31/80      0.94G     0.9936      1.641     0.6792      1.257         15        640:  69%|██████▉   | 359/519 [02:45<00:55,  2.88it/s]
      31/80      0.94G     0.9936      1.641     0.6792      1.257         15        640:  69%|██████▉   | 360/519 [02:45<00:50,  3.13it/s]
      31/80      0.94G     0.9936      1.641     0.6796      1.256          7        640:  69%|██████▉   | 360/519 [02:46<00:50,  3.13it/s]
      31/80      0.94G     0.9936      1.641     0.6796      1.256          7        640:  70%|██████▉   | 361/519 [02:46<01:13,  2.15it/s]
      31/80      0.94G     0.9934       1.64     0.6792      1.256         14        640:  70%|██████▉   | 361/519 [02:46<01:13,  2.15it/s]
      31/80      0.94G     0.9934       1.64     0.6792      1.256         14        640:  70%|██████▉   | 362/519 [02:46<01:05,  2.40it/s]
      31/80      0.94G     0.9929      1.639     0.6786      1.255         12        640:  70%|██████▉   | 362/519 [02:47<01:05,  2.40it/s]
      31/80      0.94G     0.9929      1.639     0.6786      1.255         12        640:  70%|██████▉   | 363/519 [02:47<00:58,  2.65it/s]
      31/80      0.94G     0.9929      1.639     0.6784      1.255          8        640:  70%|██████▉   | 363/519 [02:47<00:58,  2.65it/s]
      31/80      0.94G     0.9929      1.639     0.6784      1.255          8        640:  70%|███████   | 364/519 [02:47<00:53,  2.89it/s]
      31/80      0.94G     0.9935      1.639     0.6786      1.256         12        640:  70%|███████   | 364/519 [02:48<00:53,  2.89it/s]
      31/80      0.94G     0.9935      1.639     0.6786      1.256         12        640:  70%|███████   | 365/519 [02:48<01:12,  2.12it/s]
      31/80      0.94G     0.9927      1.638     0.6781      1.256         11        640:  70%|███████   | 365/519 [02:48<01:12,  2.12it/s]
      31/80      0.94G     0.9927      1.638     0.6781      1.256         11        640:  71%|███████   | 366/519 [02:48<01:01,  2.51it/s]
      31/80      0.94G     0.9935      1.639     0.6779      1.256         12        640:  71%|███████   | 366/519 [02:48<01:01,  2.51it/s]
      31/80      0.94G     0.9935      1.639     0.6779      1.256         12        640:  71%|███████   | 367/519 [02:48<00:54,  2.81it/s]
      31/80      0.94G     0.9953      1.639     0.6785      1.258          4        640:  71%|███████   | 367/519 [02:48<00:54,  2.81it/s]
      31/80      0.94G     0.9953      1.639     0.6785      1.258          4        640:  71%|███████   | 368/519 [02:48<00:48,  3.12it/s]
      31/80      0.94G     0.9957      1.638     0.6781      1.258          6        640:  71%|███████   | 368/519 [02:49<00:48,  3.12it/s]
      31/80      0.94G     0.9957      1.638     0.6781      1.258          6        640:  71%|███████   | 369/519 [02:49<01:09,  2.16it/s]
      31/80      0.94G     0.9947      1.637     0.6776      1.258          4        640:  71%|███████   | 369/519 [02:49<01:09,  2.16it/s]
      31/80      0.94G     0.9947      1.637     0.6776      1.258          4        640:  71%|███████▏  | 370/519 [02:49<00:59,  2.52it/s]
      31/80      0.94G     0.9963      1.639     0.6785       1.26          8        640:  71%|███████▏  | 370/519 [02:50<00:59,  2.52it/s]
      31/80      0.94G     0.9963      1.639     0.6785       1.26          8        640:  71%|███████▏  | 371/519 [02:50<00:52,  2.80it/s]
      31/80      0.94G     0.9964       1.64     0.6784       1.26          6        640:  71%|███████▏  | 371/519 [02:50<00:52,  2.80it/s]
      31/80      0.94G     0.9964       1.64     0.6784       1.26          6        640:  72%|███████▏  | 372/519 [02:50<01:02,  2.36it/s]
      31/80      0.94G     0.9963      1.641     0.6779       1.26         10        640:  72%|███████▏  | 372/519 [02:52<01:02,  2.36it/s]
      31/80      0.94G     0.9963      1.641     0.6779       1.26         10        640:  72%|███████▏  | 373/519 [02:52<01:42,  1.43it/s]
      31/80      0.94G     0.9955       1.64     0.6774      1.259         16        640:  72%|███████▏  | 373/519 [02:52<01:42,  1.43it/s]
      31/80      0.94G     0.9955       1.64     0.6774      1.259         16        640:  72%|███████▏  | 374/519 [02:52<01:20,  1.80it/s]
      31/80      0.94G     0.9951       1.64     0.6771      1.259         12        640:  72%|███████▏  | 374/519 [02:52<01:20,  1.80it/s]
      31/80      0.94G     0.9951       1.64     0.6771      1.259         12        640:  72%|███████▏  | 375/519 [02:52<01:04,  2.22it/s]
      31/80      0.94G     0.9948       1.64      0.677      1.258          9        640:  72%|███████▏  | 375/519 [02:52<01:04,  2.22it/s]
      31/80      0.94G     0.9948       1.64      0.677      1.258          9        640:  72%|███████▏  | 376/519 [02:52<00:55,  2.57it/s]
      31/80      0.94G     0.9941      1.638     0.6765      1.258         11        640:  72%|███████▏  | 376/519 [02:53<00:55,  2.57it/s]
      31/80      0.94G     0.9941      1.638     0.6765      1.258         11        640:  73%|███████▎  | 377/519 [02:53<01:21,  1.75it/s]
      31/80      0.94G     0.9939      1.637     0.6761      1.258         10        640:  73%|███████▎  | 377/519 [02:54<01:21,  1.75it/s]
      31/80      0.94G     0.9939      1.637     0.6761      1.258         10        640:  73%|███████▎  | 378/519 [02:54<01:05,  2.14it/s]
      31/80      0.94G     0.9934      1.636     0.6755      1.257         16        640:  73%|███████▎  | 378/519 [02:54<01:05,  2.14it/s]
      31/80      0.94G     0.9934      1.636     0.6755      1.257         16        640:  73%|███████▎  | 379/519 [02:54<01:00,  2.33it/s]
      31/80      0.94G     0.9935      1.635     0.6749      1.257         12        640:  73%|███████▎  | 379/519 [02:54<01:00,  2.33it/s]
      31/80      0.94G     0.9935      1.635     0.6749      1.257         12        640:  73%|███████▎  | 380/519 [02:54<00:56,  2.44it/s]
      31/80      0.94G     0.9936      1.635     0.6749      1.257         11        640:  73%|███████▎  | 380/519 [02:56<00:56,  2.44it/s]
      31/80      0.94G     0.9936      1.635     0.6749      1.257         11        640:  73%|███████▎  | 381/519 [02:56<01:56,  1.18it/s]
      31/80      0.94G     0.9931      1.635     0.6746      1.257          9        640:  73%|███████▎  | 381/519 [02:56<01:56,  1.18it/s]
      31/80      0.94G     0.9931      1.635     0.6746      1.257          9        640:  74%|███████▎  | 382/519 [02:56<01:33,  1.47it/s]
      31/80      0.94G     0.9926      1.633     0.6744      1.256         10        640:  74%|███████▎  | 382/519 [02:57<01:33,  1.47it/s]
      31/80      0.94G     0.9926      1.633     0.6744      1.256         10        640:  74%|███████▍  | 383/519 [02:57<01:12,  1.87it/s]
      31/80      0.94G     0.9918      1.632     0.6742      1.256         10        640:  74%|███████▍  | 383/519 [02:57<01:12,  1.87it/s]
      31/80      0.94G     0.9918      1.632     0.6742      1.256         10        640:  74%|███████▍  | 384/519 [02:57<01:01,  2.20it/s]
      31/80      0.94G     0.9916      1.632     0.6739      1.255          9        640:  74%|███████▍  | 384/519 [02:58<01:01,  2.20it/s]
      31/80      0.94G     0.9916      1.632     0.6739      1.255          9        640:  74%|███████▍  | 385/519 [02:58<01:19,  1.68it/s]
      31/80      0.94G     0.9921      1.632     0.6734      1.256          8        640:  74%|███████▍  | 385/519 [02:58<01:19,  1.68it/s]
      31/80      0.94G     0.9921      1.632     0.6734      1.256          8        640:  74%|███████▍  | 386/519 [02:58<01:05,  2.03it/s]
      31/80      0.94G     0.9913      1.632     0.6734      1.255          9        640:  74%|███████▍  | 386/519 [02:58<01:05,  2.03it/s]
      31/80      0.94G     0.9913      1.632     0.6734      1.255          9        640:  75%|███████▍  | 387/519 [02:58<00:54,  2.43it/s]
      31/80      0.94G     0.9911      1.631     0.6731      1.256          8        640:  75%|███████▍  | 387/519 [02:59<00:54,  2.43it/s]
      31/80      0.94G     0.9911      1.631     0.6731      1.256          8        640:  75%|███████▍  | 388/519 [02:59<00:48,  2.67it/s]
      31/80      0.94G     0.9904       1.63     0.6724      1.255          8        640:  75%|███████▍  | 388/519 [02:59<00:48,  2.67it/s]
      31/80      0.94G     0.9904       1.63     0.6724      1.255          8        640:  75%|███████▍  | 389/519 [02:59<00:56,  2.31it/s]
      31/80      0.94G     0.9903      1.629     0.6721      1.255         10        640:  75%|███████▍  | 389/519 [02:59<00:56,  2.31it/s]
      31/80      0.94G     0.9903      1.629     0.6721      1.255         10        640:  75%|███████▌  | 390/519 [02:59<00:48,  2.66it/s]
      31/80      0.94G     0.9904       1.63     0.6724      1.255          8        640:  75%|███████▌  | 390/519 [03:00<00:48,  2.66it/s]
      31/80      0.94G     0.9904       1.63     0.6724      1.255          8        640:  75%|███████▌  | 391/519 [03:00<00:41,  3.07it/s]
      31/80      0.94G     0.9897       1.63      0.672      1.254         13        640:  75%|███████▌  | 391/519 [03:00<00:41,  3.07it/s]
      31/80      0.94G     0.9897       1.63      0.672      1.254         13        640:  76%|███████▌  | 392/519 [03:00<00:37,  3.35it/s]
      31/80      0.94G     0.9893      1.629     0.6715      1.254         12        640:  76%|███████▌  | 392/519 [03:01<00:37,  3.35it/s]
      31/80      0.94G     0.9893      1.629     0.6715      1.254         12        640:  76%|███████▌  | 393/519 [03:01<01:06,  1.89it/s]
      31/80      0.94G     0.9894       1.63     0.6712      1.254         10        640:  76%|███████▌  | 393/519 [03:01<01:06,  1.89it/s]
      31/80      0.94G     0.9894       1.63     0.6712      1.254         10        640:  76%|███████▌  | 394/519 [03:01<00:53,  2.34it/s]
      31/80      0.94G     0.9893       1.63     0.6711      1.254          7        640:  76%|███████▌  | 394/519 [03:01<00:53,  2.34it/s]
      31/80      0.94G     0.9893       1.63     0.6711      1.254          7        640:  76%|███████▌  | 395/519 [03:01<00:48,  2.56it/s]
      31/80      0.94G      0.989       1.63     0.6709      1.254         13        640:  76%|███████▌  | 395/519 [03:02<00:48,  2.56it/s]
      31/80      0.94G      0.989       1.63     0.6709      1.254         13        640:  76%|███████▋  | 396/519 [03:02<00:42,  2.87it/s]
      31/80      0.94G     0.9891       1.63     0.6713      1.253          7        640:  76%|███████▋  | 396/519 [03:03<00:42,  2.87it/s]
      31/80      0.94G     0.9891       1.63     0.6713      1.253          7        640:  76%|███████▋  | 397/519 [03:03<01:08,  1.79it/s]
      31/80      0.94G     0.9896      1.631     0.6717      1.254          8        640:  76%|███████▋  | 397/519 [03:03<01:08,  1.79it/s]
      31/80      0.94G     0.9896      1.631     0.6717      1.254          8        640:  77%|███████▋  | 398/519 [03:03<00:54,  2.21it/s]
      31/80      0.94G     0.9892      1.632     0.6713      1.254          6        640:  77%|███████▋  | 398/519 [03:03<00:54,  2.21it/s]
      31/80      0.94G     0.9892      1.632     0.6713      1.254          6        640:  77%|███████▋  | 399/519 [03:03<00:47,  2.53it/s]
      31/80      0.94G     0.9894      1.633     0.6713      1.255         12        640:  77%|███████▋  | 399/519 [03:03<00:47,  2.53it/s]
      31/80      0.94G     0.9894      1.633     0.6713      1.255         12        640:  77%|███████▋  | 400/519 [03:03<00:40,  2.94it/s]
      31/80      0.94G      0.989      1.632     0.6708      1.255         15        640:  77%|███████▋  | 400/519 [03:04<00:40,  2.94it/s]
      31/80      0.94G      0.989      1.632     0.6708      1.255         15        640:  77%|███████▋  | 401/519 [03:04<00:59,  1.98it/s]
      31/80      0.94G     0.9885       1.63     0.6704      1.254          8        640:  77%|███████▋  | 401/519 [03:04<00:59,  1.98it/s]
      31/80      0.94G     0.9885       1.63     0.6704      1.254          8        640:  77%|███████▋  | 402/519 [03:04<00:49,  2.36it/s]
      31/80      0.94G     0.9885      1.631     0.6706      1.255         16        640:  77%|███████▋  | 402/519 [03:05<00:49,  2.36it/s]
      31/80      0.94G     0.9885      1.631     0.6706      1.255         16        640:  78%|███████▊  | 403/519 [03:05<00:43,  2.69it/s]
      31/80      0.94G     0.9884      1.631     0.6706      1.255          8        640:  78%|███████▊  | 403/519 [03:05<00:43,  2.69it/s]
      31/80      0.94G     0.9884      1.631     0.6706      1.255          8        640:  78%|███████▊  | 404/519 [03:05<00:39,  2.94it/s]
      31/80      0.94G     0.9886      1.632     0.6706      1.255         11        640:  78%|███████▊  | 404/519 [03:06<00:39,  2.94it/s]
      31/80      0.94G     0.9886      1.632     0.6706      1.255         11        640:  78%|███████▊  | 405/519 [03:06<00:54,  2.08it/s]
      31/80      0.94G     0.9881      1.632     0.6706      1.254          9        640:  78%|███████▊  | 405/519 [03:06<00:54,  2.08it/s]
      31/80      0.94G     0.9881      1.632     0.6706      1.254          9        640:  78%|███████▊  | 406/519 [03:06<00:44,  2.56it/s]
      31/80      0.94G     0.9876      1.631     0.6702      1.254          8        640:  78%|███████▊  | 406/519 [03:06<00:44,  2.56it/s]
      31/80      0.94G     0.9876      1.631     0.6702      1.254          8        640:  78%|███████▊  | 407/519 [03:06<00:46,  2.40it/s]
      31/80      0.94G     0.9868      1.631     0.6698      1.254          8        640:  78%|███████▊  | 407/519 [03:08<00:46,  2.40it/s]
      31/80      0.94G     0.9868      1.631     0.6698      1.254          8        640:  79%|███████▊  | 408/519 [03:08<01:19,  1.39it/s]
      31/80      0.94G     0.9865       1.63     0.6694      1.253         12        640:  79%|███████▊  | 408/519 [03:08<01:19,  1.39it/s]
      31/80      0.94G     0.9865       1.63     0.6694      1.253         12        640:  79%|███████▉  | 409/519 [03:08<01:00,  1.82it/s]
      31/80      0.94G     0.9863       1.63     0.6693      1.253         13        640:  79%|███████▉  | 409/519 [03:08<01:00,  1.82it/s]
      31/80      0.94G     0.9863       1.63     0.6693      1.253         13        640:  79%|███████▉  | 410/519 [03:08<00:49,  2.20it/s]
      31/80      0.94G     0.9868       1.63     0.6694      1.254         10        640:  79%|███████▉  | 410/519 [03:09<00:49,  2.20it/s]
      31/80      0.94G     0.9868       1.63     0.6694      1.254         10        640:  79%|███████▉  | 411/519 [03:09<00:43,  2.51it/s]
      31/80      0.94G     0.9862       1.63      0.669      1.253          8        640:  79%|███████▉  | 411/519 [03:10<00:43,  2.51it/s]
      31/80      0.94G     0.9862       1.63      0.669      1.253          8        640:  79%|███████▉  | 412/519 [03:10<01:09,  1.53it/s]
      31/80      0.94G     0.9862      1.629     0.6684      1.253          9        640:  79%|███████▉  | 412/519 [03:10<01:09,  1.53it/s]
      31/80      0.94G     0.9862      1.629     0.6684      1.253          9        640:  80%|███████▉  | 413/519 [03:10<00:57,  1.85it/s]
      31/80      0.94G     0.9859       1.63     0.6686      1.253          7        640:  80%|███████▉  | 413/519 [03:10<00:57,  1.85it/s]
      31/80      0.94G     0.9859       1.63     0.6686      1.253          7        640:  80%|███████▉  | 414/519 [03:10<00:45,  2.29it/s]
      31/80      0.94G     0.9858       1.63     0.6684      1.253         12        640:  80%|███████▉  | 414/519 [03:11<00:45,  2.29it/s]
      31/80      0.94G     0.9858       1.63     0.6684      1.253         12        640:  80%|███████▉  | 415/519 [03:11<00:41,  2.53it/s]
      31/80      0.94G     0.9856      1.629     0.6683      1.253         10        640:  80%|███████▉  | 415/519 [03:12<00:41,  2.53it/s]
      31/80      0.94G     0.9856      1.629     0.6683      1.253         10        640:  80%|████████  | 416/519 [03:12<00:59,  1.73it/s]
      31/80      0.94G     0.9857      1.629     0.6685      1.253         12        640:  80%|████████  | 416/519 [03:12<00:59,  1.73it/s]
      31/80      0.94G     0.9857      1.629     0.6685      1.253         12        640:  80%|████████  | 417/519 [03:12<00:49,  2.06it/s]
      31/80      0.94G     0.9853       1.63     0.6683      1.253         16        640:  80%|████████  | 417/519 [03:12<00:49,  2.06it/s]
      31/80      0.94G     0.9853       1.63     0.6683      1.253         16        640:  81%|████████  | 418/519 [03:12<00:42,  2.39it/s]
      31/80      0.94G     0.9851      1.631     0.6689      1.252          8        640:  81%|████████  | 418/519 [03:12<00:42,  2.39it/s]
      31/80      0.94G     0.9851      1.631     0.6689      1.252          8        640:  81%|████████  | 419/519 [03:12<00:35,  2.82it/s]
      31/80      0.94G     0.9852       1.63     0.6693      1.252         12        640:  81%|████████  | 419/519 [03:13<00:35,  2.82it/s]
      31/80      0.94G     0.9852       1.63     0.6693      1.252         12        640:  81%|████████  | 420/519 [03:13<00:43,  2.30it/s]
      31/80      0.94G     0.9852       1.63     0.6692      1.252         14        640:  81%|████████  | 420/519 [03:13<00:43,  2.30it/s]
      31/80      0.94G     0.9852       1.63     0.6692      1.252         14        640:  81%|████████  | 421/519 [03:13<00:41,  2.36it/s]
      31/80      0.94G     0.9847       1.63     0.6689      1.252         10        640:  81%|████████  | 421/519 [03:13<00:41,  2.36it/s]
      31/80      0.94G     0.9847       1.63     0.6689      1.252         10        640:  81%|████████▏ | 422/519 [03:13<00:34,  2.83it/s]
      31/80      0.94G     0.9862      1.631     0.6698      1.252          8        640:  81%|████████▏ | 422/519 [03:14<00:34,  2.83it/s]
      31/80      0.94G     0.9862      1.631     0.6698      1.252          8        640:  82%|████████▏ | 423/519 [03:14<00:30,  3.14it/s]
      31/80      0.94G     0.9854      1.631     0.6694      1.252         12        640:  82%|████████▏ | 423/519 [03:14<00:30,  3.14it/s]
      31/80      0.94G     0.9854      1.631     0.6694      1.252         12        640:  82%|████████▏ | 424/519 [03:14<00:34,  2.72it/s]
      31/80      0.94G     0.9855      1.632     0.6698      1.252          9        640:  82%|████████▏ | 424/519 [03:15<00:34,  2.72it/s]
      31/80      0.94G     0.9855      1.632     0.6698      1.252          9        640:  82%|████████▏ | 425/519 [03:15<00:49,  1.89it/s]
      31/80      0.94G     0.9855      1.632     0.6694      1.251         15        640:  82%|████████▏ | 425/519 [03:15<00:49,  1.89it/s]
      31/80      0.94G     0.9855      1.632     0.6694      1.251         15        640:  82%|████████▏ | 426/519 [03:15<00:40,  2.31it/s]
      31/80      0.94G     0.9857      1.631     0.6692      1.251         11        640:  82%|████████▏ | 426/519 [03:16<00:40,  2.31it/s]
      31/80      0.94G     0.9857      1.631     0.6692      1.251         11        640:  82%|████████▏ | 427/519 [03:16<00:37,  2.48it/s]
      31/80      0.94G      0.986      1.631     0.6696      1.251         14        640:  82%|████████▏ | 427/519 [03:16<00:37,  2.48it/s]
      31/80      0.94G      0.986      1.631     0.6696      1.251         14        640:  82%|████████▏ | 428/519 [03:16<00:35,  2.59it/s]
      31/80      0.94G      0.985       1.63     0.6691      1.251          8        640:  82%|████████▏ | 428/519 [03:18<00:35,  2.59it/s]
      31/80      0.94G      0.985       1.63     0.6691      1.251          8        640:  83%|████████▎ | 429/519 [03:18<01:06,  1.36it/s]
      31/80      0.94G     0.9846      1.629     0.6686      1.251         12        640:  83%|████████▎ | 429/519 [03:18<01:06,  1.36it/s]
      31/80      0.94G     0.9846      1.629     0.6686      1.251         12        640:  83%|████████▎ | 430/519 [03:18<00:52,  1.71it/s]
      31/80      0.94G     0.9842      1.628     0.6684       1.25          9        640:  83%|████████▎ | 430/519 [03:18<00:52,  1.71it/s]
      31/80      0.94G     0.9842      1.628     0.6684       1.25          9        640:  83%|████████▎ | 431/519 [03:18<00:42,  2.08it/s]
      31/80      0.94G     0.9839      1.627     0.6681       1.25         11        640:  83%|████████▎ | 431/519 [03:18<00:42,  2.08it/s]
      31/80      0.94G     0.9839      1.627     0.6681       1.25         11        640:  83%|████████▎ | 432/519 [03:18<00:35,  2.46it/s]
      31/80      0.94G     0.9837      1.627      0.668       1.25         10        640:  83%|████████▎ | 432/519 [03:19<00:35,  2.46it/s]
      31/80      0.94G     0.9837      1.627      0.668       1.25         10        640:  83%|████████▎ | 433/519 [03:19<00:52,  1.63it/s]
      31/80      0.94G     0.9842      1.627     0.6685       1.25          9        640:  83%|████████▎ | 433/519 [03:20<00:52,  1.63it/s]
      31/80      0.94G     0.9842      1.627     0.6685       1.25          9        640:  84%|████████▎ | 434/519 [03:20<00:43,  1.94it/s]
      31/80      0.94G     0.9841      1.628     0.6683       1.25          9        640:  84%|████████▎ | 434/519 [03:20<00:43,  1.94it/s]
      31/80      0.94G     0.9841      1.628     0.6683       1.25          9        640:  84%|████████▍ | 435/519 [03:20<00:35,  2.34it/s]
      31/80      0.94G     0.9844       1.63     0.6687       1.25         12        640:  84%|████████▍ | 435/519 [03:20<00:35,  2.34it/s]
      31/80      0.94G     0.9844       1.63     0.6687       1.25         12        640:  84%|████████▍ | 436/519 [03:20<00:30,  2.69it/s]
      31/80      0.94G     0.9844       1.63     0.6686       1.25         12        640:  84%|████████▍ | 436/519 [03:21<00:30,  2.69it/s]
      31/80      0.94G     0.9844       1.63     0.6686       1.25         12        640:  84%|████████▍ | 437/519 [03:21<00:52,  1.56it/s]
      31/80      0.94G     0.9847       1.63     0.6686       1.25         12        640:  84%|████████▍ | 437/519 [03:22<00:52,  1.56it/s]
      31/80      0.94G     0.9847       1.63     0.6686       1.25         12        640:  84%|████████▍ | 438/519 [03:22<00:43,  1.87it/s]
      31/80      0.94G     0.9841      1.629      0.668       1.25         12        640:  84%|████████▍ | 438/519 [03:22<00:43,  1.87it/s]
      31/80      0.94G     0.9841      1.629      0.668       1.25         12        640:  85%|████████▍ | 439/519 [03:22<00:35,  2.26it/s]
      31/80      0.94G     0.9843      1.629     0.6679       1.25         12        640:  85%|████████▍ | 439/519 [03:22<00:35,  2.26it/s]
      31/80      0.94G      0.985      1.628     0.6677       1.25          9        640:  85%|████████▍ | 439/519 [03:23<00:35,  2.26it/s]
      31/80      0.94G      0.985      1.628     0.6677       1.25          9        640:  85%|████████▍ | 441/519 [03:23<00:43,  1.78it/s]
      31/80      0.94G     0.9851       1.63     0.6677       1.25          8        640:  85%|████████▍ | 441/519 [03:24<00:43,  1.78it/s]
      31/80      0.94G     0.9851       1.63     0.6677       1.25          8        640:  85%|████████▌ | 442/519 [03:24<00:37,  2.06it/s]
      31/80      0.94G     0.9856      1.629     0.6679       1.25         13        640:  85%|████████▌ | 442/519 [03:24<00:37,  2.06it/s]
      31/80      0.94G     0.9856      1.629     0.6679       1.25         13        640:  85%|████████▌ | 443/519 [03:24<00:33,  2.28it/s]
      31/80      0.94G     0.9855      1.629      0.668       1.25          8        640:  85%|████████▌ | 443/519 [03:24<00:33,  2.28it/s]
      31/80      0.94G     0.9855      1.629      0.668       1.25          8        640:  86%|████████▌ | 444/519 [03:24<00:29,  2.53it/s]
      31/80      0.94G     0.9844      1.628     0.6673       1.25         10        640:  86%|████████▌ | 444/519 [03:25<00:29,  2.53it/s]
      31/80      0.94G     0.9844      1.628     0.6673       1.25         10        640:  86%|████████▌ | 445/519 [03:25<00:42,  1.74it/s]
      31/80      0.94G     0.9841      1.628     0.6669      1.249         13        640:  86%|████████▌ | 445/519 [03:25<00:42,  1.74it/s]
      31/80      0.94G     0.9841      1.628     0.6669      1.249         13        640:  86%|████████▌ | 446/519 [03:25<00:33,  2.19it/s]
      31/80      0.94G     0.9849      1.628     0.6676      1.249          8        640:  86%|████████▌ | 446/519 [03:26<00:33,  2.19it/s]
      31/80      0.94G     0.9849      1.628     0.6676      1.249          8        640:  86%|████████▌ | 447/519 [03:26<00:29,  2.45it/s]
      31/80      0.94G     0.9841      1.628     0.6671      1.249         10        640:  86%|████████▌ | 447/519 [03:26<00:29,  2.45it/s]
      31/80      0.94G     0.9841      1.628     0.6671      1.249         10        640:  86%|████████▋ | 448/519 [03:26<00:26,  2.69it/s]
      31/80      0.94G     0.9839       1.63     0.6673      1.248         10        640:  86%|████████▋ | 448/519 [03:27<00:26,  2.69it/s]
      31/80      0.94G     0.9839       1.63     0.6673      1.248         10        640:  87%|████████▋ | 449/519 [03:27<00:31,  2.21it/s]
      31/80      0.94G     0.9835      1.629     0.6669      1.248          9        640:  87%|████████▋ | 449/519 [03:27<00:31,  2.21it/s]
      31/80      0.94G     0.9835      1.629     0.6669      1.248          9        640:  87%|████████▋ | 450/519 [03:27<00:27,  2.53it/s]
      31/80      0.94G     0.9829      1.628     0.6666      1.248          9        640:  87%|████████▋ | 450/519 [03:27<00:27,  2.53it/s]
      31/80      0.94G     0.9829      1.628     0.6666      1.248          9        640:  87%|████████▋ | 451/519 [03:27<00:23,  2.89it/s]
      31/80      0.94G     0.9828      1.629     0.6664      1.247          8        640:  87%|████████▋ | 451/519 [03:27<00:23,  2.89it/s]
      31/80      0.94G     0.9828      1.629     0.6664      1.247          8        640:  87%|████████▋ | 452/519 [03:27<00:20,  3.20it/s]
      31/80      0.94G     0.9824      1.628     0.6662      1.247          9        640:  87%|████████▋ | 452/519 [03:28<00:20,  3.20it/s]
      31/80      0.94G     0.9824      1.628     0.6662      1.247          9        640:  87%|████████▋ | 453/519 [03:28<00:35,  1.86it/s]
      31/80      0.94G     0.9816      1.627     0.6655      1.246          7        640:  87%|████████▋ | 453/519 [03:28<00:35,  1.86it/s]
      31/80      0.94G     0.9816      1.627     0.6655      1.246          7        640:  87%|████████▋ | 454/519 [03:28<00:27,  2.35it/s]
      31/80      0.94G     0.9817      1.626      0.665      1.246         13        640:  87%|████████▋ | 454/519 [03:29<00:27,  2.35it/s]
      31/80      0.94G     0.9817      1.626      0.665      1.246         13        640:  88%|████████▊ | 455/519 [03:29<00:22,  2.84it/s]
      31/80      0.94G     0.9811      1.625     0.6649      1.246          8        640:  88%|████████▊ | 455/519 [03:29<00:22,  2.84it/s]
      31/80      0.94G     0.9811      1.625     0.6649      1.246          8        640:  88%|████████▊ | 456/519 [03:29<00:19,  3.23it/s]
      31/80      0.94G      0.981      1.625     0.6649      1.246         16        640:  88%|████████▊ | 456/519 [03:30<00:19,  3.23it/s]
      31/80      0.94G      0.981      1.625     0.6649      1.246         16        640:  88%|████████▊ | 457/519 [03:30<00:38,  1.61it/s]
      31/80      0.94G     0.9814      1.625     0.6647      1.246         12        640:  88%|████████▊ | 457/519 [03:30<00:38,  1.61it/s]
      31/80      0.94G     0.9814      1.625     0.6647      1.246         12        640:  88%|████████▊ | 458/519 [03:30<00:30,  1.98it/s]
      31/80      0.94G      0.981      1.625     0.6644      1.246         13        640:  88%|████████▊ | 458/519 [03:31<00:30,  1.98it/s]
      31/80      0.94G      0.981      1.625     0.6644      1.246         13        640:  88%|████████▊ | 459/519 [03:31<00:26,  2.25it/s]
      31/80      0.94G     0.9811      1.625     0.6646      1.245         11        640:  88%|████████▊ | 459/519 [03:31<00:26,  2.25it/s]
      31/80      0.94G     0.9811      1.625     0.6646      1.245         11        640:  89%|████████▊ | 460/519 [03:31<00:22,  2.61it/s]
      31/80      0.94G     0.9821      1.626     0.6644      1.246         11        640:  89%|████████▊ | 460/519 [03:32<00:22,  2.61it/s]
      31/80      0.94G     0.9821      1.626     0.6644      1.246         11        640:  89%|████████▉ | 461/519 [03:32<00:30,  1.88it/s]
      31/80      0.94G     0.9821      1.626     0.6648      1.246          9        640:  89%|████████▉ | 461/519 [03:32<00:30,  1.88it/s]
      31/80      0.94G     0.9821      1.626     0.6648      1.246          9        640:  89%|████████▉ | 462/519 [03:32<00:24,  2.29it/s]
      31/80      0.94G     0.9819      1.625     0.6648      1.246          7        640:  89%|████████▉ | 462/519 [03:32<00:24,  2.29it/s]
      31/80      0.94G     0.9819      1.625     0.6648      1.246          7        640:  89%|████████▉ | 463/519 [03:32<00:20,  2.71it/s]
      31/80      0.94G     0.9812      1.624     0.6642      1.246          9        640:  89%|████████▉ | 463/519 [03:33<00:20,  2.71it/s]
      31/80      0.94G     0.9812      1.624     0.6642      1.246          9        640:  89%|████████▉ | 464/519 [03:33<00:18,  2.95it/s]
      31/80      0.94G     0.9813      1.623     0.6644      1.246          9        640:  89%|████████▉ | 464/519 [03:33<00:18,  2.95it/s]
      31/80      0.94G     0.9813      1.623     0.6644      1.246          9        640:  90%|████████▉ | 465/519 [03:33<00:27,  1.98it/s]
      31/80      0.94G     0.9817      1.623     0.6643      1.246          5        640:  90%|████████▉ | 465/519 [03:34<00:27,  1.98it/s]
      31/80      0.94G     0.9817      1.623     0.6643      1.246          5        640:  90%|████████▉ | 466/519 [03:34<00:22,  2.38it/s]
      31/80      0.94G      0.982      1.623     0.6638      1.246          6        640:  90%|████████▉ | 466/519 [03:34<00:22,  2.38it/s]
      31/80      0.94G      0.982      1.623     0.6638      1.246          6        640:  90%|████████▉ | 467/519 [03:34<00:18,  2.75it/s]
      31/80      0.94G     0.9827      1.624      0.664      1.246          9        640:  90%|████████▉ | 467/519 [03:34<00:18,  2.75it/s]
      31/80      0.94G     0.9827      1.624      0.664      1.246          9        640:  90%|█████████ | 468/519 [03:34<00:16,  3.03it/s]
      31/80      0.94G     0.9827      1.623     0.6637      1.246         12        640:  90%|█████████ | 468/519 [03:35<00:16,  3.03it/s]
      31/80      0.94G     0.9827      1.623     0.6637      1.246         12        640:  90%|█████████ | 469/519 [03:35<00:23,  2.10it/s]
      31/80      0.94G     0.9826      1.623     0.6633      1.246         10        640:  90%|█████████ | 469/519 [03:35<00:23,  2.10it/s]
      31/80      0.94G     0.9826      1.623     0.6633      1.246         10        640:  91%|█████████ | 470/519 [03:35<00:21,  2.26it/s]
      31/80      0.94G     0.9829      1.623     0.6634      1.246         13        640:  91%|█████████ | 470/519 [03:36<00:21,  2.26it/s]
      31/80      0.94G     0.9829      1.623     0.6634      1.246         13        640:  91%|█████████ | 471/519 [03:36<00:18,  2.61it/s]
      31/80      0.94G     0.9826      1.622     0.6631      1.245          9        640:  91%|█████████ | 471/519 [03:36<00:18,  2.61it/s]
      31/80      0.94G     0.9826      1.622     0.6631      1.245          9        640:  91%|█████████ | 472/519 [03:36<00:17,  2.64it/s]
      31/80      0.94G     0.9828      1.622      0.663      1.246         12        640:  91%|█████████ | 472/519 [03:38<00:17,  2.64it/s]
      31/80      0.94G     0.9828      1.622      0.663      1.246         12        640:  91%|█████████ | 473/519 [03:38<00:33,  1.37it/s]
      31/80      0.94G     0.9824      1.621     0.6628      1.245          6        640:  91%|█████████ | 473/519 [03:38<00:33,  1.37it/s]
      31/80      0.94G     0.9824      1.621     0.6628      1.245          6        640:  91%|█████████▏| 474/519 [03:38<00:25,  1.74it/s]
      31/80      0.94G     0.9821      1.622     0.6625      1.245          8        640:  91%|█████████▏| 474/519 [03:38<00:25,  1.74it/s]
      31/80      0.94G     0.9821      1.622     0.6625      1.245          8        640:  92%|█████████▏| 475/519 [03:38<00:21,  2.01it/s]
      31/80      0.94G     0.9825      1.622     0.6624      1.244          6        640:  92%|█████████▏| 475/519 [03:38<00:21,  2.01it/s]
      31/80      0.94G     0.9825      1.622     0.6624      1.244          6        640:  92%|█████████▏| 476/519 [03:38<00:18,  2.37it/s]
      31/80      0.94G     0.9822      1.621     0.6622      1.244          8        640:  92%|█████████▏| 476/519 [03:40<00:18,  2.37it/s]
      31/80      0.94G     0.9822      1.621     0.6622      1.244          8        640:  92%|█████████▏| 477/519 [03:40<00:30,  1.40it/s]
      31/80      0.94G     0.9824      1.622      0.662      1.244         12        640:  92%|█████████▏| 477/519 [03:40<00:30,  1.40it/s]
      31/80      0.94G     0.9824      1.622      0.662      1.244         12        640:  92%|█████████▏| 478/519 [03:40<00:22,  1.80it/s]
      31/80      0.94G     0.9821      1.622     0.6616      1.244          9        640:  92%|█████████▏| 478/519 [03:40<00:22,  1.80it/s]
      31/80      0.94G     0.9821      1.622     0.6616      1.244          9        640:  92%|█████████▏| 479/519 [03:40<00:18,  2.14it/s]
      31/80      0.94G     0.9823      1.623      0.662      1.244         13        640:  92%|█████████▏| 479/519 [03:40<00:18,  2.14it/s]
      31/80      0.94G     0.9823      1.623      0.662      1.244         13        640:  92%|█████████▏| 480/519 [03:40<00:15,  2.45it/s]
      31/80      0.94G     0.9828      1.623     0.6621      1.245          7        640:  92%|█████████▏| 480/519 [03:41<00:15,  2.45it/s]
      31/80      0.94G     0.9828      1.623     0.6621      1.245          7        640:  93%|█████████▎| 481/519 [03:41<00:18,  2.11it/s]
      31/80      0.94G     0.9825      1.623     0.6617      1.245         10        640:  93%|█████████▎| 481/519 [03:41<00:18,  2.11it/s]
      31/80      0.94G     0.9825      1.623     0.6617      1.245         10        640:  93%|█████████▎| 482/519 [03:41<00:14,  2.48it/s]
      31/80      0.94G     0.9826      1.624     0.6617      1.245         14        640:  93%|█████████▎| 482/519 [03:42<00:14,  2.48it/s]
      31/80      0.94G     0.9826      1.624     0.6617      1.245         14        640:  93%|█████████▎| 483/519 [03:42<00:12,  2.85it/s]
      31/80      0.94G     0.9823      1.624     0.6615      1.245          9        640:  93%|█████████▎| 483/519 [03:42<00:12,  2.85it/s]
      31/80      0.94G     0.9823      1.624     0.6615      1.245          9        640:  93%|█████████▎| 484/519 [03:42<00:11,  3.10it/s]
      31/80      0.94G     0.9819      1.624     0.6611      1.244          9        640:  93%|█████████▎| 484/519 [03:43<00:11,  3.10it/s]
      31/80      0.94G     0.9819      1.624     0.6611      1.244          9        640:  93%|█████████▎| 485/519 [03:43<00:16,  2.04it/s]
      31/80      0.94G     0.9822      1.624     0.6616      1.244          9        640:  93%|█████████▎| 485/519 [03:43<00:16,  2.04it/s]
      31/80      0.94G     0.9822      1.624     0.6616      1.244          9        640:  94%|█████████▎| 486/519 [03:43<00:13,  2.41it/s]
      31/80      0.94G      0.982      1.625     0.6613      1.244          8        640:  94%|█████████▎| 486/519 [03:43<00:13,  2.41it/s]
      31/80      0.94G      0.982      1.625     0.6613      1.244          8        640:  94%|█████████▍| 487/519 [03:43<00:11,  2.81it/s]
      31/80      0.94G     0.9816      1.624     0.6611      1.243         14        640:  94%|█████████▍| 487/519 [03:43<00:11,  2.81it/s]
      31/80      0.94G     0.9816      1.624     0.6611      1.243         14        640:  94%|█████████▍| 488/519 [03:43<00:09,  3.13it/s]
      31/80      0.94G     0.9815      1.625     0.6615      1.244          5        640:  94%|█████████▍| 488/519 [03:45<00:09,  3.13it/s]
      31/80      0.94G     0.9815      1.625     0.6615      1.244          5        640:  94%|█████████▍| 489/519 [03:45<00:18,  1.60it/s]
      31/80      0.94G     0.9813      1.624     0.6613      1.244          8        640:  94%|█████████▍| 489/519 [03:45<00:18,  1.60it/s]
      31/80      0.94G     0.9813      1.624     0.6613      1.244          8        640:  94%|█████████▍| 490/519 [03:45<00:14,  2.01it/s]
      31/80      0.94G     0.9814      1.624     0.6614      1.244         10        640:  94%|█████████▍| 490/519 [03:45<00:14,  2.01it/s]
      31/80      0.94G     0.9814      1.624     0.6614      1.244         10        640:  95%|█████████▍| 491/519 [03:45<00:12,  2.20it/s]
      31/80      0.94G     0.9808      1.624      0.661      1.243         12        640:  95%|█████████▍| 491/519 [03:45<00:12,  2.20it/s]
      31/80      0.94G     0.9808      1.624      0.661      1.243         12        640:  95%|█████████▍| 492/519 [03:45<00:10,  2.53it/s]
      31/80      0.94G     0.9812      1.624      0.661      1.243          9        640:  95%|█████████▍| 492/519 [03:46<00:10,  2.53it/s]
      31/80      0.94G     0.9812      1.624      0.661      1.243          9        640:  95%|█████████▍| 493/519 [03:46<00:14,  1.84it/s]
      31/80      0.94G     0.9812      1.624      0.661      1.243          9        640:  95%|█████████▍| 493/519 [03:47<00:14,  1.84it/s]
      31/80      0.94G     0.9812      1.624      0.661      1.243          9        640:  95%|█████████▌| 494/519 [03:47<00:11,  2.21it/s]
      31/80      0.94G     0.9808      1.623     0.6611      1.243         10        640:  95%|█████████▌| 494/519 [03:47<00:11,  2.21it/s]
      31/80      0.94G     0.9808      1.623     0.6611      1.243         10        640:  95%|█████████▌| 495/519 [03:47<00:09,  2.59it/s]
      31/80      0.94G     0.9821      1.625     0.6613      1.244          7        640:  95%|█████████▌| 495/519 [03:47<00:09,  2.59it/s]
      31/80      0.94G     0.9821      1.625     0.6613      1.244          7        640:  96%|█████████▌| 496/519 [03:47<00:08,  2.81it/s]
      31/80      0.94G     0.9814      1.624     0.6609      1.243          9        640:  96%|█████████▌| 496/519 [03:48<00:08,  2.81it/s]
      31/80      0.94G     0.9814      1.624     0.6609      1.243          9        640:  96%|█████████▌| 497/519 [03:48<00:12,  1.73it/s]
      31/80      0.94G     0.9808      1.623     0.6607      1.243         10        640:  96%|█████████▌| 497/519 [03:48<00:12,  1.73it/s]
      31/80      0.94G     0.9808      1.623     0.6607      1.243         10        640:  96%|█████████▌| 498/519 [03:48<00:10,  2.09it/s]
      31/80      0.94G     0.9805      1.622     0.6605      1.243          8        640:  96%|█████████▌| 498/519 [03:49<00:10,  2.09it/s]
      31/80      0.94G     0.9805      1.622     0.6605      1.243          8        640:  96%|█████████▌| 499/519 [03:49<00:08,  2.46it/s]
      31/80      0.94G     0.9808      1.622     0.6604      1.244          9        640:  96%|█████████▌| 499/519 [03:49<00:08,  2.46it/s]
      31/80      0.94G     0.9808      1.622     0.6604      1.244          9        640:  96%|█████████▋| 500/519 [03:49<00:06,  2.82it/s]
      31/80      0.94G     0.9808      1.622     0.6603      1.244         13        640:  96%|█████████▋| 500/519 [03:50<00:06,  2.82it/s]
      31/80      0.94G     0.9808      1.622     0.6603      1.244         13        640:  97%|█████████▋| 501/519 [03:50<00:08,  2.25it/s]
      31/80      0.94G     0.9813      1.623     0.6609      1.244          9        640:  97%|█████████▋| 501/519 [03:50<00:08,  2.25it/s]
      31/80      0.94G     0.9813      1.623     0.6609      1.244          9        640:  97%|█████████▋| 502/519 [03:50<00:07,  2.13it/s]
      31/80      0.94G     0.9817      1.623     0.6609      1.245         10        640:  97%|█████████▋| 502/519 [03:50<00:07,  2.13it/s]
      31/80      0.94G     0.9817      1.623     0.6609      1.245         10        640:  97%|█████████▋| 503/519 [03:50<00:06,  2.59it/s]
      31/80      0.94G     0.9822      1.622     0.6611      1.245          7        640:  97%|█████████▋| 503/519 [03:51<00:06,  2.59it/s]
      31/80      0.94G     0.9822      1.622     0.6611      1.245          7        640:  97%|█████████▋| 504/519 [03:51<00:05,  2.81it/s]
      31/80      0.94G     0.9825      1.622     0.6607      1.245          9        640:  97%|█████████▋| 504/519 [03:51<00:05,  2.81it/s]
      31/80      0.94G     0.9825      1.622     0.6607      1.245          9        640:  97%|█████████▋| 505/519 [03:51<00:06,  2.32it/s]
      31/80      0.94G     0.9827      1.623     0.6611      1.245         12        640:  97%|█████████▋| 505/519 [03:52<00:06,  2.32it/s]
      31/80      0.94G     0.9827      1.623     0.6611      1.245         12        640:  97%|█████████▋| 506/519 [03:52<00:07,  1.76it/s]
      31/80      0.94G     0.9824      1.623      0.661      1.245         10        640:  97%|█████████▋| 506/519 [03:52<00:07,  1.76it/s]
      31/80      0.94G     0.9824      1.623      0.661      1.245         10        640:  98%|█████████▊| 507/519 [03:52<00:05,  2.05it/s]
      31/80      0.94G     0.9827      1.623     0.6609      1.245         14        640:  98%|█████████▊| 507/519 [03:53<00:05,  2.05it/s]
      31/80      0.94G     0.9827      1.623     0.6609      1.245         14        640:  98%|█████████▊| 508/519 [03:53<00:04,  2.38it/s]
      31/80      0.94G     0.9826      1.623     0.6608      1.244         13        640:  98%|█████████▊| 508/519 [03:53<00:04,  2.38it/s]
      31/80      0.94G     0.9826      1.623     0.6608      1.244         13        640:  98%|█████████▊| 509/519 [03:53<00:03,  2.69it/s]
      31/80      0.94G     0.9827      1.622      0.661      1.244          9        640:  98%|█████████▊| 509/519 [03:54<00:03,  2.69it/s]
      31/80      0.94G     0.9827      1.622      0.661      1.244          9        640:  98%|█████████▊| 510/519 [03:54<00:05,  1.79it/s]
      31/80      0.94G     0.9827      1.621     0.6609      1.244         12        640:  98%|█████████▊| 510/519 [03:54<00:05,  1.79it/s]
      31/80      0.94G     0.9827      1.621     0.6609      1.244         12        640:  98%|█████████▊| 511/519 [03:54<00:03,  2.15it/s]
      31/80      0.94G     0.9828      1.621     0.6608      1.244         10        640:  98%|█████████▊| 511/519 [03:54<00:03,  2.15it/s]
      31/80      0.94G     0.9828      1.621     0.6608      1.244         10        640:  99%|█████████▊| 512/519 [03:54<00:02,  2.43it/s]
      31/80      0.94G     0.9827      1.621     0.6606      1.244         10        640:  99%|█████████▊| 512/519 [03:55<00:02,  2.43it/s]
      31/80      0.94G     0.9827      1.621     0.6606      1.244         10        640:  99%|█████████▉| 513/519 [03:55<00:02,  2.92it/s]
      31/80      0.94G     0.9822       1.62     0.6606      1.243          7        640:  99%|█████████▉| 513/519 [03:55<00:02,  2.92it/s]
      31/80      0.94G     0.9822       1.62     0.6606      1.243          7        640:  99%|█████████▉| 514/519 [03:55<00:02,  2.25it/s]
      31/80      0.94G     0.9818      1.619     0.6602      1.243         12        640:  99%|█████████▉| 514/519 [03:55<00:02,  2.25it/s]
      31/80      0.94G     0.9818      1.619     0.6602      1.243         12        640:  99%|█████████▉| 515/519 [03:55<00:01,  2.84it/s]
      31/80      0.94G     0.9818       1.62     0.6602      1.243         11        640:  99%|█████████▉| 515/519 [03:56<00:01,  2.84it/s]
      31/80      0.94G     0.9818       1.62     0.6602      1.243         11        640:  99%|█████████▉| 516/519 [03:56<00:00,  3.41it/s]
      31/80      0.94G     0.9814       1.62     0.6602      1.243          6        640:  99%|█████████▉| 516/519 [03:56<00:00,  3.41it/s]
      31/80      0.94G     0.9814       1.62     0.6602      1.243          6        640: 100%|█████████▉| 517/519 [03:56<00:00,  4.01it/s]
      31/80      0.94G     0.9809      1.619     0.6599      1.243          6        640: 100%|█████████▉| 517/519 [03:56<00:00,  4.01it/s]
      31/80      0.94G     0.9809      1.619     0.6599      1.243          6        640: 100%|█████████▉| 518/519 [03:56<00:00,  3.11it/s]
      31/80      0.94G     0.9811      1.619     0.6598      1.242          9        640: 100%|█████████▉| 518/519 [03:56<00:00,  3.11it/s]
      31/80      0.94G     0.9811      1.619     0.6598      1.242          9        640: 100%|██████████| 519/519 [03:56<00:00,  2.19it/s]
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                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:56,  6.51s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:07<03:09,  3.01s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:54,  1.85s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:08<01:19,  1.30s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<01:02,  1.05s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:09<00:50,  1.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:43,  1.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:10<00:36,  1.56it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:31,  1.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:26,  2.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:22,  2.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:22,  2.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:22,  2.36it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:22,  2.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:22,  2.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:23,  2.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:24,  1.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:24,  1.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:23,  1.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:25,  1.75it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:25,  1.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:25,  1.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  1.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:18<00:18,  2.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.53it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:19<00:06,  5.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:19<00:05,  6.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:05,  6.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.82it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:20<00:03,  7.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:03,  6.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:21<00:03,  6.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  6.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.48it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.47it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:22<00:01,  7.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:22<00:01,  8.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:00,  9.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.62it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  92%|█████████▏| 60/65 [00:22<00:00,  9.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:23<00:00,  8.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:23<00:00,  9.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  9.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.76it/s]
-                   all        519        519      0.966      0.954      0.987      0.736      0.968      0.956      0.987       0.72
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
      32/80      0.94G     0.6791      1.365     0.4443      1.135          9        640:   0%|          | 0/519 [00:02<?, ?it/s]
      32/80      0.94G     0.6791      1.365     0.4443      1.135          9        640:   0%|          | 1/519 [00:02<17:20,  2.01s/it]
      32/80      0.94G     0.8059      1.453     0.5485      1.146         10        640:   0%|          | 1/519 [00:03<17:20,  2.01s/it]
      32/80      0.94G     0.8059      1.453     0.5485      1.146         10        640:   0%|          | 2/519 [00:03<12:23,  1.44s/it]
      32/80      0.94G     0.7945      1.439     0.5849      1.108         14        640:   0%|          | 2/519 [00:03<12:23,  1.44s/it]
      32/80      0.94G     0.7945      1.439     0.5849      1.108         14        640:   1%|          | 3/519 [00:03<07:36,  1.13it/s]
      32/80      0.94G     0.8081      1.509      0.567      1.106         13        640:   1%|          | 3/519 [00:03<07:36,  1.13it/s]
      32/80      0.94G     0.8081      1.509      0.567      1.106         13        640:   1%|          | 4/519 [00:03<05:47,  1.48it/s]
      32/80      0.94G      0.894      1.538     0.5967      1.173         14        640:   1%|          | 4/519 [00:03<05:47,  1.48it/s]
      32/80      0.94G      0.894      1.538     0.5967      1.173         14        640:   1%|          | 5/519 [00:03<04:32,  1.89it/s]
      32/80      0.94G     0.9178      1.636     0.6071      1.168          9        640:   1%|          | 5/519 [00:04<04:32,  1.89it/s]
      32/80      0.94G     0.9178      1.636     0.6071      1.168          9        640:   1%|          | 6/519 [00:04<05:29,  1.55it/s]
      32/80      0.94G     0.8902      1.684      0.664      1.152          8        640:   1%|          | 6/519 [00:04<05:29,  1.55it/s]
      32/80      0.94G     0.8902      1.684      0.664      1.152          8        640:   1%|▏         | 7/519 [00:04<04:19,  1.98it/s]
      32/80      0.94G     0.8865      1.685     0.6413      1.158          8        640:   1%|▏         | 7/519 [00:05<04:19,  1.98it/s]
      32/80      0.94G     0.8865      1.685     0.6413      1.158          8        640:   2%|▏         | 8/519 [00:05<03:34,  2.38it/s]
      32/80      0.94G     0.8912      1.658     0.6273       1.16         11        640:   2%|▏         | 8/519 [00:05<03:34,  2.38it/s]
      32/80      0.94G     0.8912      1.658     0.6273       1.16         11        640:   2%|▏         | 9/519 [00:05<03:49,  2.22it/s]
      32/80      0.94G      0.903      1.655     0.6234      1.159          9        640:   2%|▏         | 9/519 [00:06<03:49,  2.22it/s]
      32/80      0.94G      0.903      1.655     0.6234      1.159          9        640:   2%|▏         | 10/519 [00:06<04:53,  1.73it/s]
      32/80      0.94G     0.9177      1.654     0.6319      1.169         10        640:   2%|▏         | 10/519 [00:06<04:53,  1.73it/s]
      32/80      0.94G     0.9177      1.654     0.6319      1.169         10        640:   2%|▏         | 11/519 [00:06<03:56,  2.15it/s]
      32/80      0.94G     0.9252      1.646     0.6303      1.183         10        640:   2%|▏         | 11/519 [00:07<03:56,  2.15it/s]
      32/80      0.94G     0.9252      1.646     0.6303      1.183         10        640:   2%|▏         | 12/519 [00:07<03:19,  2.55it/s]
      32/80      0.94G     0.9305      1.622     0.6342      1.201          8        640:   2%|▏         | 12/519 [00:07<03:19,  2.55it/s]
      32/80      0.94G     0.9305      1.622     0.6342      1.201          8        640:   3%|▎         | 13/519 [00:07<03:00,  2.80it/s]
      32/80      0.94G     0.9367      1.615      0.634      1.198         11        640:   3%|▎         | 13/519 [00:08<03:00,  2.80it/s]
      32/80      0.94G     0.9367      1.615      0.634      1.198         11        640:   3%|▎         | 14/519 [00:08<04:52,  1.73it/s]
      32/80      0.94G     0.9555      1.633     0.6476      1.207         11        640:   3%|▎         | 14/519 [00:08<04:52,  1.73it/s]
      32/80      0.94G     0.9555      1.633     0.6476      1.207         11        640:   3%|▎         | 15/519 [00:08<03:59,  2.10it/s]
      32/80      0.94G     0.9564      1.634     0.6523      1.205         11        640:   3%|▎         | 15/519 [00:08<03:59,  2.10it/s]
      32/80      0.94G     0.9564      1.634     0.6523      1.205         11        640:   3%|▎         | 16/519 [00:08<03:22,  2.49it/s]
      32/80      0.94G     0.9531      1.642     0.6402      1.213         11        640:   3%|▎         | 16/519 [00:09<03:22,  2.49it/s]
      32/80      0.94G     0.9531      1.642     0.6402      1.213         11        640:   3%|▎         | 17/519 [00:09<02:49,  2.96it/s]
      32/80      0.94G     0.9664       1.63     0.6527      1.232          8        640:   3%|▎         | 17/519 [00:10<02:49,  2.96it/s]
      32/80      0.94G     0.9664       1.63     0.6527      1.232          8        640:   3%|▎         | 18/519 [00:10<04:27,  1.87it/s]
      32/80      0.94G     0.9687      1.621     0.6486      1.228         11        640:   3%|▎         | 18/519 [00:10<04:27,  1.87it/s]
      32/80      0.94G     0.9687      1.621     0.6486      1.228         11        640:   4%|▎         | 19/519 [00:10<03:36,  2.31it/s]
      32/80      0.94G     0.9572      1.617     0.6425      1.217          7        640:   4%|▎         | 19/519 [00:10<03:36,  2.31it/s]
      32/80      0.94G     0.9572      1.617     0.6425      1.217          7        640:   4%|▍         | 20/519 [00:10<03:25,  2.43it/s]
      32/80      0.94G     0.9651      1.611     0.6384      1.228          5        640:   4%|▍         | 20/519 [00:10<03:25,  2.43it/s]
      32/80      0.94G     0.9651      1.611     0.6384      1.228          5        640:   4%|▍         | 21/519 [00:10<03:09,  2.63it/s]
      32/80      0.94G     0.9581      1.607     0.6333      1.238          6        640:   4%|▍         | 21/519 [00:11<03:09,  2.63it/s]
      32/80      0.94G     0.9581      1.607     0.6333      1.238          6        640:   4%|▍         | 22/519 [00:11<03:23,  2.45it/s]
      32/80      0.94G     0.9741      1.652     0.6422      1.252         10        640:   4%|▍         | 22/519 [00:11<03:23,  2.45it/s]
      32/80      0.94G     0.9741      1.652     0.6422      1.252         10        640:   4%|▍         | 23/519 [00:11<02:54,  2.84it/s]
      32/80      0.94G     0.9754      1.647     0.6408      1.253         11        640:   4%|▍         | 23/519 [00:11<02:54,  2.84it/s]
      32/80      0.94G     0.9754      1.647     0.6408      1.253         11        640:   5%|▍         | 24/519 [00:11<02:30,  3.29it/s]
      32/80      0.94G     0.9652      1.642     0.6554      1.247          9        640:   5%|▍         | 24/519 [00:12<02:30,  3.29it/s]
      32/80      0.94G     0.9652      1.642     0.6554      1.247          9        640:   5%|▍         | 25/519 [00:12<02:48,  2.94it/s]
      32/80      0.94G     0.9607      1.637     0.6499      1.244         12        640:   5%|▍         | 25/519 [00:12<02:48,  2.94it/s]
      32/80      0.94G     0.9607      1.637     0.6499      1.244         12        640:   5%|▌         | 26/519 [00:12<02:38,  3.12it/s]
      32/80      0.94G     0.9533      1.612     0.6409      1.246          5        640:   5%|▌         | 26/519 [00:12<02:38,  3.12it/s]
      32/80      0.94G     0.9533      1.612     0.6409      1.246          5        640:   5%|▌         | 27/519 [00:12<02:15,  3.62it/s]
      32/80      0.94G     0.9544      1.597     0.6374      1.245         12        640:   5%|▌         | 27/519 [00:12<02:15,  3.62it/s]
      32/80      0.94G     0.9544      1.597     0.6374      1.245         12        640:   5%|▌         | 28/519 [00:12<02:17,  3.57it/s]
      32/80      0.94G      0.956      1.586     0.6328      1.248         10        640:   5%|▌         | 28/519 [00:13<02:17,  3.57it/s]
      32/80      0.94G      0.956      1.586     0.6328      1.248         10        640:   6%|▌         | 29/519 [00:13<02:06,  3.87it/s]
      32/80      0.94G     0.9744      1.612      0.655      1.258         12        640:   6%|▌         | 29/519 [00:14<02:06,  3.87it/s]
      32/80      0.94G     0.9744      1.612      0.655      1.258         12        640:   6%|▌         | 30/519 [00:14<04:36,  1.77it/s]
      32/80      0.94G      0.976      1.613     0.6522      1.255         13        640:   6%|▌         | 30/519 [00:14<04:36,  1.77it/s]
      32/80      0.94G      0.976      1.613     0.6522      1.255         13        640:   6%|▌         | 31/519 [00:14<03:47,  2.14it/s]
      32/80      0.94G     0.9729      1.614     0.6483      1.249         12        640:   6%|▌         | 31/519 [00:14<03:47,  2.14it/s]
      32/80      0.94G     0.9729      1.614     0.6483      1.249         12        640:   6%|▌         | 32/519 [00:14<03:07,  2.59it/s]
      32/80      0.94G     0.9801      1.625     0.6455       1.25         10        640:   6%|▌         | 32/519 [00:15<03:07,  2.59it/s]
      32/80      0.94G     0.9801      1.625     0.6455       1.25         10        640:   6%|▋         | 33/519 [00:15<03:09,  2.57it/s]
      32/80      0.94G     0.9786      1.621     0.6479      1.247         12        640:   6%|▋         | 33/519 [00:16<03:09,  2.57it/s]
      32/80      0.94G     0.9786      1.621     0.6479      1.247         12        640:   7%|▋         | 34/519 [00:16<04:16,  1.89it/s]
      32/80      0.94G     0.9716      1.612     0.6416       1.24         12        640:   7%|▋         | 34/519 [00:16<04:16,  1.89it/s]
      32/80      0.94G     0.9716      1.612     0.6416       1.24         12        640:   7%|▋         | 35/519 [00:16<03:29,  2.31it/s]
      32/80      0.94G      0.969      1.623     0.6374      1.243         10        640:   7%|▋         | 35/519 [00:16<03:29,  2.31it/s]
      32/80      0.94G      0.969      1.623     0.6374      1.243         10        640:   7%|▋         | 36/519 [00:16<03:10,  2.53it/s]
      32/80      0.94G     0.9787      1.644     0.6484      1.246         12        640:   7%|▋         | 36/519 [00:16<03:10,  2.53it/s]
      32/80      0.94G     0.9787      1.644     0.6484      1.246         12        640:   7%|▋         | 37/519 [00:16<02:52,  2.79it/s]
      32/80      0.94G     0.9781      1.659     0.6483      1.243         10        640:   7%|▋         | 37/519 [00:17<02:52,  2.79it/s]
      32/80      0.94G     0.9781      1.659     0.6483      1.243         10        640:   7%|▋         | 38/519 [00:17<04:04,  1.97it/s]
      32/80      0.94G     0.9919      1.674      0.658      1.249         12        640:   7%|▋         | 38/519 [00:18<04:04,  1.97it/s]
      32/80      0.94G     0.9919      1.674      0.658      1.249         12        640:   8%|▊         | 39/519 [00:18<03:26,  2.32it/s]
      32/80      0.94G     0.9948      1.671      0.655       1.25          9        640:   8%|▊         | 39/519 [00:18<03:26,  2.32it/s]
      32/80      0.94G     0.9948      1.671      0.655       1.25          9        640:   8%|▊         | 40/519 [00:18<03:32,  2.25it/s]
      32/80      0.94G     0.9891       1.66     0.6511      1.248         11        640:   8%|▊         | 40/519 [00:18<03:32,  2.25it/s]
      32/80      0.94G     0.9891       1.66     0.6511      1.248         11        640:   8%|▊         | 41/519 [00:18<02:58,  2.68it/s]
      32/80      0.94G     0.9868       1.65     0.6457      1.248          9        640:   8%|▊         | 41/519 [00:19<02:58,  2.68it/s]
      32/80      0.94G     0.9868       1.65     0.6457      1.248          9        640:   8%|▊         | 42/519 [00:19<04:30,  1.77it/s]
      32/80      0.94G     0.9809      1.646     0.6444      1.244         14        640:   8%|▊         | 42/519 [00:19<04:30,  1.77it/s]
      32/80      0.94G     0.9809      1.646     0.6444      1.244         14        640:   8%|▊         | 43/519 [00:19<03:42,  2.14it/s]
      32/80      0.94G     0.9793      1.645     0.6484      1.244          9        640:   8%|▊         | 43/519 [00:20<03:42,  2.14it/s]
      32/80      0.94G     0.9793      1.645     0.6484      1.244          9        640:   8%|▊         | 44/519 [00:20<04:03,  1.95it/s]
      32/80      0.94G     0.9819      1.643     0.6505      1.246          5        640:   8%|▊         | 44/519 [00:20<04:03,  1.95it/s]
      32/80      0.94G     0.9819      1.643     0.6505      1.246          5        640:   9%|▊         | 45/519 [00:20<03:21,  2.35it/s]
      32/80      0.94G     0.9795      1.646     0.6503      1.242         13        640:   9%|▊         | 45/519 [00:21<03:21,  2.35it/s]
      32/80      0.94G     0.9795      1.646     0.6503      1.242         13        640:   9%|▉         | 46/519 [00:21<03:39,  2.16it/s]
      32/80      0.94G     0.9784      1.643     0.6479      1.243          8        640:   9%|▉         | 46/519 [00:21<03:39,  2.16it/s]
      32/80      0.94G     0.9784      1.643     0.6479      1.243          8        640:   9%|▉         | 47/519 [00:21<03:10,  2.47it/s]
      32/80      0.94G     0.9772      1.627     0.6438      1.238          9        640:   9%|▉         | 47/519 [00:22<03:10,  2.47it/s]
      32/80      0.94G     0.9772      1.627     0.6438      1.238          9        640:   9%|▉         | 48/519 [00:22<04:43,  1.66it/s]
      32/80      0.94G     0.9816      1.649     0.6515      1.239         10        640:   9%|▉         | 48/519 [00:22<04:43,  1.66it/s]
      32/80      0.94G     0.9816      1.649     0.6515      1.239         10        640:   9%|▉         | 49/519 [00:22<03:44,  2.09it/s]
      32/80      0.94G     0.9878      1.672     0.6598      1.242         11        640:   9%|▉         | 49/519 [00:23<03:44,  2.09it/s]
      32/80      0.94G     0.9878      1.672     0.6598      1.242         11        640:  10%|▉         | 50/519 [00:23<03:34,  2.19it/s]
      32/80      0.94G      0.985      1.673     0.6574      1.239         14        640:  10%|▉         | 50/519 [00:23<03:34,  2.19it/s]
      32/80      0.94G      0.985      1.673     0.6574      1.239         14        640:  10%|▉         | 51/519 [00:23<03:03,  2.54it/s]
      32/80      0.94G      0.984      1.657     0.6542      1.235          8        640:  10%|▉         | 51/519 [00:23<03:03,  2.54it/s]
      32/80      0.94G      0.984      1.657     0.6542      1.235          8        640:  10%|█         | 52/519 [00:23<02:52,  2.71it/s]
      32/80      0.94G     0.9812      1.655     0.6559      1.232          8        640:  10%|█         | 52/519 [00:24<02:52,  2.71it/s]
      32/80      0.94G     0.9812      1.655     0.6559      1.232          8        640:  10%|█         | 53/519 [00:24<02:36,  2.97it/s]
      32/80      0.94G       0.98      1.659     0.6534      1.231         10        640:  10%|█         | 53/519 [00:24<02:36,  2.97it/s]
      32/80      0.94G       0.98      1.659     0.6534      1.231         10        640:  10%|█         | 54/519 [00:24<02:22,  3.26it/s]
      32/80      0.94G     0.9831      1.661     0.6535      1.234         10        640:  10%|█         | 54/519 [00:24<02:22,  3.26it/s]
      32/80      0.94G     0.9831      1.661     0.6535      1.234         10        640:  11%|█         | 55/519 [00:24<02:07,  3.64it/s]
      32/80      0.94G     0.9859      1.662      0.658      1.236         11        640:  11%|█         | 55/519 [00:25<02:07,  3.64it/s]
      32/80      0.94G     0.9859      1.662      0.658      1.236         11        640:  11%|█         | 56/519 [00:25<03:47,  2.03it/s]
      32/80      0.94G      0.983      1.655     0.6579      1.235         10        640:  11%|█         | 56/519 [00:25<03:47,  2.03it/s]
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      32/80      0.94G     0.9858      1.622     0.6754      1.238          8        640:  36%|███▌      | 185/519 [01:23<02:53,  1.92it/s]
      32/80      0.94G      0.989      1.624     0.6769       1.24          7        640:  36%|███▌      | 185/519 [01:25<02:53,  1.92it/s]
      32/80      0.94G      0.989      1.624     0.6769       1.24          7        640:  36%|███▌      | 186/519 [01:25<04:21,  1.27it/s]
      32/80      0.94G     0.9893      1.629     0.6764      1.241          9        640:  36%|███▌      | 186/519 [01:25<04:21,  1.27it/s]
      32/80      0.94G     0.9893      1.629     0.6764      1.241          9        640:  36%|███▌      | 187/519 [01:25<03:22,  1.64it/s]
      32/80      0.94G     0.9894      1.629     0.6761      1.242         11        640:  36%|███▌      | 187/519 [01:25<03:22,  1.64it/s]
      32/80      0.94G     0.9894      1.629     0.6761      1.242         11        640:  36%|███▌      | 188/519 [01:25<03:00,  1.83it/s]
      32/80      0.94G     0.9886      1.627     0.6753      1.241          9        640:  36%|███▌      | 188/519 [01:26<03:00,  1.83it/s]
      32/80      0.94G     0.9886      1.627     0.6753      1.241          9        640:  36%|███▋      | 189/519 [01:26<02:31,  2.18it/s]
      32/80      0.94G     0.9892      1.629     0.6753       1.24         11        640:  36%|███▋      | 189/519 [01:26<02:31,  2.18it/s]
      32/80      0.94G     0.9892      1.629     0.6753       1.24         11        640:  37%|███▋      | 190/519 [01:26<02:32,  2.16it/s]
      32/80      0.94G     0.9886       1.63     0.6764       1.24         11        640:  37%|███▋      | 190/519 [01:26<02:32,  2.16it/s]
      32/80      0.94G     0.9886       1.63     0.6764       1.24         11        640:  37%|███▋      | 191/519 [01:26<02:08,  2.55it/s]
      32/80      0.94G     0.9871       1.63     0.6752      1.241          4        640:  37%|███▋      | 191/519 [01:28<02:08,  2.55it/s]
      32/80      0.94G     0.9871       1.63     0.6752      1.241          4        640:  37%|███▋      | 192/519 [01:28<03:52,  1.41it/s]
      32/80      0.94G     0.9857      1.628     0.6741       1.24          8        640:  37%|███▋      | 192/519 [01:28<03:52,  1.41it/s]
      32/80      0.94G     0.9857      1.628     0.6741       1.24          8        640:  37%|███▋      | 193/519 [01:28<03:08,  1.73it/s]
      32/80      0.94G     0.9873      1.631     0.6744      1.241         10        640:  37%|███▋      | 193/519 [01:28<03:08,  1.73it/s]
      32/80      0.94G     0.9873      1.631     0.6744      1.241         10        640:  37%|███▋      | 194/519 [01:28<02:32,  2.13it/s]
      32/80      0.94G     0.9856      1.631     0.6742      1.241          7        640:  37%|███▋      | 194/519 [01:28<02:32,  2.13it/s]
      32/80      0.94G     0.9856      1.631     0.6742      1.241          7        640:  38%|███▊      | 195/519 [01:28<02:07,  2.53it/s]
      32/80      0.94G     0.9851      1.631     0.6737       1.24         12        640:  38%|███▊      | 195/519 [01:30<02:07,  2.53it/s]
      32/80      0.94G     0.9851      1.631     0.6737       1.24         12        640:  38%|███▊      | 196/519 [01:30<03:29,  1.54it/s]
      32/80      0.94G     0.9849       1.63     0.6732       1.24         11        640:  38%|███▊      | 196/519 [01:30<03:29,  1.54it/s]
      32/80      0.94G     0.9849       1.63     0.6732       1.24         11        640:  38%|███▊      | 197/519 [01:30<02:44,  1.96it/s]
      32/80      0.94G      0.987       1.63     0.6729      1.241         11        640:  38%|███▊      | 197/519 [01:30<02:44,  1.96it/s]
      32/80      0.94G      0.987       1.63     0.6729      1.241         11        640:  38%|███▊      | 198/519 [01:30<02:14,  2.39it/s]
      32/80      0.94G     0.9859      1.628     0.6722       1.24          9        640:  38%|███▊      | 198/519 [01:30<02:14,  2.39it/s]
      32/80      0.94G     0.9859      1.628     0.6722       1.24          9        640:  38%|███▊      | 199/519 [01:30<01:52,  2.83it/s]
      32/80      0.94G     0.9865      1.627     0.6717      1.239         10        640:  38%|███▊      | 199/519 [01:31<01:52,  2.83it/s]
      32/80      0.94G     0.9865      1.627     0.6717      1.239         10        640:  39%|███▊      | 200/519 [01:31<02:10,  2.44it/s]
      32/80      0.94G     0.9855      1.623     0.6704      1.239          9        640:  39%|███▊      | 200/519 [01:31<02:10,  2.44it/s]
      32/80      0.94G     0.9855      1.623     0.6704      1.239          9        640:  39%|███▊      | 201/519 [01:31<01:58,  2.69it/s]
      32/80      0.94G     0.9848      1.622     0.6704      1.239          8        640:  39%|███▊      | 201/519 [01:31<01:58,  2.69it/s]
      32/80      0.94G     0.9848      1.622     0.6704      1.239          8        640:  39%|███▉      | 202/519 [01:31<01:42,  3.10it/s]
      32/80      0.94G     0.9837       1.62     0.6693      1.239         12        640:  39%|███▉      | 202/519 [01:32<01:42,  3.10it/s]
      32/80      0.94G     0.9837       1.62     0.6693      1.239         12        640:  39%|███▉      | 203/519 [01:32<01:31,  3.44it/s]
      32/80      0.94G     0.9828      1.619     0.6686      1.238         10        640:  39%|███▉      | 203/519 [01:32<01:31,  3.44it/s]
      32/80      0.94G     0.9828      1.619     0.6686      1.238         10        640:  39%|███▉      | 204/519 [01:32<02:23,  2.20it/s]
      32/80      0.94G     0.9826       1.62     0.6686      1.238          8        640:  39%|███▉      | 204/519 [01:33<02:23,  2.20it/s]
      32/80      0.94G     0.9826       1.62     0.6686      1.238          8        640:  39%|███▉      | 205/519 [01:33<02:00,  2.60it/s]
      32/80      0.94G     0.9835      1.622     0.6684      1.238         14        640:  39%|███▉      | 205/519 [01:34<02:00,  2.60it/s]
      32/80      0.94G     0.9835      1.622     0.6684      1.238         14        640:  40%|███▉      | 206/519 [01:34<03:07,  1.67it/s]
      32/80      0.94G     0.9837      1.622     0.6682      1.238         13        640:  40%|███▉      | 206/519 [01:34<03:07,  1.67it/s]
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      32/80      0.94G     0.9837      1.621     0.6681      1.237         11        640:  40%|███▉      | 207/519 [01:34<02:32,  2.05it/s]
      32/80      0.94G     0.9837      1.621     0.6681      1.237         11        640:  40%|████      | 208/519 [01:34<02:25,  2.14it/s]
      32/80      0.94G     0.9824      1.621     0.6673      1.237          7        640:  40%|████      | 208/519 [01:35<02:25,  2.14it/s]
      32/80      0.94G     0.9824      1.621     0.6673      1.237          7        640:  40%|████      | 209/519 [01:35<02:04,  2.49it/s]
      32/80      0.94G     0.9827      1.619     0.6677      1.236         11        640:  40%|████      | 209/519 [01:36<02:04,  2.49it/s]
      32/80      0.94G     0.9827      1.619     0.6677      1.236         11        640:  40%|████      | 210/519 [01:36<02:50,  1.81it/s]
      32/80      0.94G     0.9829      1.625     0.6692      1.237          9        640:  40%|████      | 210/519 [01:36<02:50,  1.81it/s]
      32/80      0.94G     0.9829      1.625     0.6692      1.237          9        640:  41%|████      | 211/519 [01:36<02:20,  2.19it/s]
      32/80      0.94G     0.9834      1.626     0.6693      1.238         10        640:  41%|████      | 211/519 [01:36<02:20,  2.19it/s]
      32/80      0.94G     0.9834      1.626     0.6693      1.238         10        640:  41%|████      | 212/519 [01:36<02:01,  2.53it/s]
      32/80      0.94G     0.9833      1.626     0.6695      1.237         12        640:  41%|████      | 212/519 [01:36<02:01,  2.53it/s]
      32/80      0.94G     0.9833      1.626     0.6695      1.237         12        640:  41%|████      | 213/519 [01:36<01:51,  2.74it/s]
      32/80      0.94G     0.9838      1.625     0.6694      1.237          6        640:  41%|████      | 213/519 [01:37<01:51,  2.74it/s]
      32/80      0.94G     0.9838      1.625     0.6694      1.237          6        640:  41%|████      | 214/519 [01:37<02:44,  1.85it/s]
      32/80      0.94G     0.9837      1.625     0.6689      1.237         14        640:  41%|████      | 214/519 [01:38<02:44,  1.85it/s]
      32/80      0.94G     0.9837      1.625     0.6689      1.237         14        640:  41%|████▏     | 215/519 [01:38<02:18,  2.20it/s]
      32/80      0.94G     0.9828      1.624     0.6679      1.236         11        640:  41%|████▏     | 215/519 [01:38<02:18,  2.20it/s]
      32/80      0.94G     0.9828      1.624     0.6679      1.236         11        640:  42%|████▏     | 216/519 [01:38<01:53,  2.67it/s]
      32/80      0.94G      0.983      1.623     0.6681      1.237         12        640:  42%|████▏     | 216/519 [01:38<01:53,  2.67it/s]
      32/80      0.94G      0.983      1.623     0.6681      1.237         12        640:  42%|████▏     | 217/519 [01:38<01:41,  2.97it/s]
      32/80      0.94G     0.9847      1.622     0.6684      1.237         10        640:  42%|████▏     | 217/519 [01:39<01:41,  2.97it/s]
      32/80      0.94G     0.9847      1.622     0.6684      1.237         10        640:  42%|████▏     | 218/519 [01:39<02:50,  1.76it/s]
      32/80      0.94G     0.9841      1.621     0.6672      1.237          9        640:  42%|████▏     | 218/519 [01:39<02:50,  1.76it/s]
      32/80      0.94G     0.9841      1.621     0.6672      1.237          9        640:  42%|████▏     | 219/519 [01:39<02:20,  2.13it/s]
      32/80      0.94G     0.9829       1.62     0.6667      1.236         14        640:  42%|████▏     | 219/519 [01:40<02:20,  2.13it/s]
      32/80      0.94G     0.9829       1.62     0.6667      1.236         14        640:  42%|████▏     | 220/519 [01:40<02:00,  2.47it/s]
      32/80      0.94G     0.9829      1.621     0.6675      1.236         10        640:  42%|████▏     | 220/519 [01:40<02:00,  2.47it/s]
      32/80      0.94G     0.9829      1.621     0.6675      1.236         10        640:  43%|████▎     | 221/519 [01:40<01:48,  2.76it/s]
      32/80      0.94G      0.984      1.623     0.6691      1.237         10        640:  43%|████▎     | 221/519 [01:40<01:48,  2.76it/s]
      32/80      0.94G      0.984      1.623     0.6691      1.237         10        640:  43%|████▎     | 222/519 [01:40<02:07,  2.33it/s]
      32/80      0.94G     0.9841      1.622     0.6695      1.237          9        640:  43%|████▎     | 222/519 [01:41<02:07,  2.33it/s]
      32/80      0.94G     0.9841      1.622     0.6695      1.237          9        640:  43%|████▎     | 223/519 [01:41<01:46,  2.77it/s]
      32/80      0.94G     0.9831      1.621     0.6691      1.236         11        640:  43%|████▎     | 223/519 [01:41<01:46,  2.77it/s]
      32/80      0.94G     0.9831      1.621     0.6691      1.236         11        640:  43%|████▎     | 224/519 [01:41<02:02,  2.40it/s]
      32/80      0.94G     0.9823      1.621      0.669      1.235         12        640:  43%|████▎     | 224/519 [01:41<02:02,  2.40it/s]
      32/80      0.94G     0.9823      1.621      0.669      1.235         12        640:  43%|████▎     | 225/519 [01:41<01:46,  2.76it/s]
      32/80      0.94G     0.9813      1.623     0.6683      1.235         11        640:  43%|████▎     | 225/519 [01:42<01:46,  2.76it/s]
      32/80      0.94G     0.9813      1.623     0.6683      1.235         11        640:  44%|████▎     | 226/519 [01:42<02:42,  1.80it/s]
      32/80      0.94G     0.9807      1.622     0.6678      1.235         11        640:  44%|████▎     | 226/519 [01:43<02:42,  1.80it/s]
      32/80      0.94G     0.9807      1.622     0.6678      1.235         11        640:  44%|████▎     | 227/519 [01:43<02:13,  2.19it/s]
      32/80      0.94G     0.9802       1.62     0.6676      1.234         10        640:  44%|████▎     | 227/519 [01:43<02:13,  2.19it/s]
      32/80      0.94G     0.9802       1.62     0.6676      1.234         10        640:  44%|████▍     | 228/519 [01:43<02:13,  2.18it/s]
      32/80      0.94G     0.9814      1.621     0.6679      1.236         10        640:  44%|████▍     | 228/519 [01:43<02:13,  2.18it/s]
      32/80      0.94G     0.9814      1.621     0.6679      1.236         10        640:  44%|████▍     | 229/519 [01:43<01:57,  2.47it/s]
      32/80      0.94G     0.9812      1.621     0.6678      1.235         11        640:  44%|████▍     | 229/519 [01:44<01:57,  2.47it/s]
      32/80      0.94G     0.9812      1.621     0.6678      1.235         11        640:  44%|████▍     | 230/519 [01:44<01:45,  2.75it/s]
      32/80      0.94G     0.9807      1.619     0.6673      1.235          6        640:  44%|████▍     | 230/519 [01:44<01:45,  2.75it/s]
      32/80      0.94G     0.9807      1.619     0.6673      1.235          6        640:  45%|████▍     | 231/519 [01:44<01:33,  3.07it/s]
      32/80      0.94G     0.9802       1.62     0.6666      1.235         10        640:  45%|████▍     | 231/519 [01:45<01:33,  3.07it/s]
      32/80      0.94G     0.9802       1.62     0.6666      1.235         10        640:  45%|████▍     | 232/519 [01:45<02:24,  1.99it/s]
      32/80      0.94G     0.9803       1.62     0.6664      1.235         10        640:  45%|████▍     | 232/519 [01:45<02:24,  1.99it/s]
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      32/80      0.94G     0.9808      1.619      0.666      1.235         12        640:  45%|████▍     | 233/519 [01:45<01:57,  2.43it/s]
      32/80      0.94G     0.9808      1.619      0.666      1.235         12        640:  45%|████▌     | 234/519 [01:45<01:43,  2.75it/s]
      32/80      0.94G     0.9794      1.616     0.6652      1.234          6        640:  45%|████▌     | 234/519 [01:45<01:43,  2.75it/s]
      32/80      0.94G     0.9794      1.616     0.6652      1.234          6        640:  45%|████▌     | 235/519 [01:45<01:33,  3.02it/s]
      32/80      0.94G       0.98      1.617     0.6665      1.234          9        640:  45%|████▌     | 235/519 [01:47<01:33,  3.02it/s]
      32/80      0.94G       0.98      1.617     0.6665      1.234          9        640:  45%|████▌     | 236/519 [01:47<02:44,  1.72it/s]
      32/80      0.94G      0.981      1.623     0.6682      1.235          8        640:  45%|████▌     | 236/519 [01:47<02:44,  1.72it/s]
      32/80      0.94G      0.981      1.623     0.6682      1.235          8        640:  46%|████▌     | 237/519 [01:47<02:15,  2.07it/s]
      32/80      0.94G     0.9795      1.621     0.6671      1.234         11        640:  46%|████▌     | 237/519 [01:47<02:15,  2.07it/s]
      32/80      0.94G     0.9795      1.621     0.6671      1.234         11        640:  46%|████▌     | 238/519 [01:47<01:57,  2.39it/s]
      32/80      0.94G     0.9804      1.621     0.6666      1.234         13        640:  46%|████▌     | 238/519 [01:47<01:57,  2.39it/s]
      32/80      0.94G     0.9804      1.621     0.6666      1.234         13        640:  46%|████▌     | 239/519 [01:47<01:40,  2.79it/s]
      32/80      0.94G     0.9814      1.621     0.6671      1.234         12        640:  46%|████▌     | 239/519 [01:49<01:40,  2.79it/s]
      32/80      0.94G     0.9814      1.621     0.6671      1.234         12        640:  46%|████▌     | 240/519 [01:49<02:43,  1.71it/s]
      32/80      0.94G     0.9796      1.619      0.666      1.234          8        640:  46%|████▌     | 240/519 [01:49<02:43,  1.71it/s]
      32/80      0.94G     0.9796      1.619      0.666      1.234          8        640:  46%|████▋     | 241/519 [01:49<02:10,  2.13it/s]
      32/80      0.94G     0.9811       1.62     0.6664      1.234          8        640:  46%|████▋     | 241/519 [01:49<02:10,  2.13it/s]
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      32/80      0.94G     0.9806       1.62     0.6659      1.233         12        640:  47%|████▋     | 242/519 [01:49<01:48,  2.55it/s]
      32/80      0.94G     0.9806       1.62     0.6659      1.233         12        640:  47%|████▋     | 243/519 [01:49<01:29,  3.07it/s]
      32/80      0.94G     0.9796      1.619     0.6666      1.234          8        640:  47%|████▋     | 243/519 [01:51<01:29,  3.07it/s]
      32/80      0.94G     0.9796      1.619     0.6666      1.234          8        640:  47%|████▋     | 244/519 [01:51<03:05,  1.48it/s]
      32/80      0.94G     0.9812      1.619     0.6676      1.235         10        640:  47%|████▋     | 244/519 [01:51<03:05,  1.48it/s]
      32/80      0.94G     0.9812      1.619     0.6676      1.235         10        640:  47%|████▋     | 245/519 [01:51<02:17,  1.99it/s]
      32/80      0.94G     0.9824      1.619     0.6679      1.236         10        640:  47%|████▋     | 245/519 [01:51<02:17,  1.99it/s]
      32/80      0.94G     0.9824      1.619     0.6679      1.236         10        640:  47%|████▋     | 246/519 [01:51<01:52,  2.42it/s]
      32/80      0.94G     0.9818      1.618     0.6674      1.235         12        640:  47%|████▋     | 246/519 [01:51<01:52,  2.42it/s]
      32/80      0.94G     0.9818      1.618     0.6674      1.235         12        640:  48%|████▊     | 247/519 [01:51<01:38,  2.77it/s]
      32/80      0.94G     0.9818      1.617     0.6667      1.235         13        640:  48%|████▊     | 247/519 [01:53<01:38,  2.77it/s]
      32/80      0.94G     0.9818      1.617     0.6667      1.235         13        640:  48%|████▊     | 248/519 [01:53<03:01,  1.49it/s]
      32/80      0.94G     0.9816      1.615     0.6658      1.235          9        640:  48%|████▊     | 248/519 [01:53<03:01,  1.49it/s]
      32/80      0.94G     0.9816      1.615     0.6658      1.235          9        640:  48%|████▊     | 249/519 [01:53<02:24,  1.87it/s]
      32/80      0.94G     0.9844      1.623     0.6673      1.238          9        640:  48%|████▊     | 249/519 [01:53<02:24,  1.87it/s]
      32/80      0.94G     0.9844      1.623     0.6673      1.238          9        640:  48%|████▊     | 250/519 [01:53<01:55,  2.32it/s]
      32/80      0.94G     0.9844      1.622     0.6669      1.238          8        640:  48%|████▊     | 250/519 [01:53<01:55,  2.32it/s]
      32/80      0.94G     0.9844      1.622     0.6669      1.238          8        640:  48%|████▊     | 251/519 [01:53<01:45,  2.54it/s]
      32/80      0.94G     0.9838       1.62     0.6667      1.237          9        640:  48%|████▊     | 251/519 [01:54<01:45,  2.54it/s]
      32/80      0.94G     0.9838       1.62     0.6667      1.237          9        640:  49%|████▊     | 252/519 [01:54<02:40,  1.67it/s]
      32/80      0.94G     0.9827      1.618     0.6655      1.236          9        640:  49%|████▊     | 252/519 [01:55<02:40,  1.67it/s]
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      32/80      0.94G     0.9848      1.618     0.6656      1.238          6        640:  49%|████▊     | 253/519 [01:55<02:08,  2.08it/s]
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      32/80      0.94G     0.9841      1.618     0.6653      1.238          8        640:  49%|████▉     | 254/519 [01:55<01:50,  2.39it/s]
      32/80      0.94G     0.9841      1.618     0.6653      1.238          8        640:  49%|████▉     | 255/519 [01:55<01:37,  2.71it/s]
      32/80      0.94G     0.9849       1.62     0.6663      1.239          8        640:  49%|████▉     | 255/519 [01:56<01:37,  2.71it/s]
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      32/80      0.94G     0.9851      1.621     0.6668      1.239          5        640:  49%|████▉     | 256/519 [01:56<02:43,  1.61it/s]
      32/80      0.94G     0.9851      1.621     0.6668      1.239          5        640:  50%|████▉     | 257/519 [01:56<02:09,  2.03it/s]
      32/80      0.94G     0.9838      1.619     0.6659      1.238          9        640:  50%|████▉     | 257/519 [01:57<02:09,  2.03it/s]
      32/80      0.94G     0.9838      1.619     0.6659      1.238          9        640:  50%|████▉     | 258/519 [01:57<01:47,  2.44it/s]
      32/80      0.94G     0.9846      1.621     0.6665      1.238          9        640:  50%|████▉     | 258/519 [01:57<01:47,  2.44it/s]
      32/80      0.94G     0.9846      1.621     0.6665      1.238          9        640:  50%|████▉     | 259/519 [01:57<01:34,  2.75it/s]
      32/80      0.94G     0.9843      1.619     0.6658      1.238         10        640:  50%|████▉     | 259/519 [01:58<01:34,  2.75it/s]
      32/80      0.94G     0.9843      1.619     0.6658      1.238         10        640:  50%|█████     | 260/519 [01:58<02:53,  1.49it/s]
      32/80      0.94G     0.9838      1.619     0.6656      1.237         13        640:  50%|█████     | 260/519 [01:58<02:53,  1.49it/s]
      32/80      0.94G     0.9838      1.619     0.6656      1.237         13        640:  50%|█████     | 261/519 [01:58<02:16,  1.90it/s]
      32/80      0.94G     0.9837      1.619     0.6656      1.237          7        640:  50%|█████     | 261/519 [01:59<02:16,  1.90it/s]
      32/80      0.94G     0.9837      1.619     0.6656      1.237          7        640:  50%|█████     | 262/519 [01:59<01:55,  2.23it/s]
      32/80      0.94G     0.9839      1.619     0.6654      1.237         11        640:  50%|█████     | 262/519 [01:59<01:55,  2.23it/s]
      32/80      0.94G     0.9839      1.619     0.6654      1.237         11        640:  51%|█████     | 263/519 [01:59<01:41,  2.52it/s]
      32/80      0.94G     0.9843      1.617     0.6654      1.237         12        640:  51%|█████     | 263/519 [02:00<01:41,  2.52it/s]
      32/80      0.94G     0.9843      1.617     0.6654      1.237         12        640:  51%|█████     | 264/519 [02:00<01:53,  2.24it/s]
      32/80      0.94G     0.9839      1.617     0.6651      1.237         15        640:  51%|█████     | 264/519 [02:00<01:53,  2.24it/s]
      32/80      0.94G     0.9839      1.617     0.6651      1.237         15        640:  51%|█████     | 265/519 [02:00<01:40,  2.52it/s]
      32/80      0.94G     0.9841      1.618     0.6667      1.237          7        640:  51%|█████     | 265/519 [02:00<01:40,  2.52it/s]
      32/80      0.94G     0.9841      1.618     0.6667      1.237          7        640:  51%|█████▏    | 266/519 [02:00<01:24,  3.00it/s]
      32/80      0.94G     0.9848       1.62     0.6672      1.237         11        640:  51%|█████▏    | 266/519 [02:00<01:24,  3.00it/s]
      32/80      0.94G     0.9848       1.62     0.6672      1.237         11        640:  51%|█████▏    | 267/519 [02:00<01:15,  3.34it/s]
      32/80      0.94G     0.9844      1.619     0.6678      1.237          7        640:  51%|█████▏    | 267/519 [02:02<01:15,  3.34it/s]
      32/80      0.94G     0.9844      1.619     0.6678      1.237          7        640:  52%|█████▏    | 268/519 [02:02<02:53,  1.45it/s]
      32/80      0.94G     0.9837      1.618     0.6674      1.238          7        640:  52%|█████▏    | 268/519 [02:02<02:53,  1.45it/s]
      32/80      0.94G     0.9837      1.618     0.6674      1.238          7        640:  52%|█████▏    | 269/519 [02:02<02:17,  1.82it/s]
      32/80      0.94G     0.9833      1.618     0.6676      1.238          8        640:  52%|█████▏    | 269/519 [02:02<02:17,  1.82it/s]
      32/80      0.94G     0.9833      1.618     0.6676      1.238          8        640:  52%|█████▏    | 270/519 [02:02<01:46,  2.33it/s]
      32/80      0.94G     0.9842      1.617     0.6674      1.238         12        640:  52%|█████▏    | 270/519 [02:03<01:46,  2.33it/s]
      32/80      0.94G     0.9842      1.617     0.6674      1.238         12        640:  52%|█████▏    | 271/519 [02:03<01:33,  2.65it/s]
      32/80      0.94G     0.9836      1.616     0.6667      1.238         11        640:  52%|█████▏    | 271/519 [02:04<01:33,  2.65it/s]
      32/80      0.94G     0.9836      1.616     0.6667      1.238         11        640:  52%|█████▏    | 272/519 [02:04<02:47,  1.47it/s]
      32/80      0.94G     0.9834      1.614     0.6667      1.238         11        640:  52%|█████▏    | 272/519 [02:04<02:47,  1.47it/s]
      32/80      0.94G     0.9834      1.614     0.6667      1.238         11        640:  53%|█████▎    | 273/519 [02:04<02:09,  1.90it/s]
      32/80      0.94G     0.9828      1.614     0.6664      1.238         12        640:  53%|█████▎    | 273/519 [02:04<02:09,  1.90it/s]
      32/80      0.94G     0.9828      1.614     0.6664      1.238         12        640:  53%|█████▎    | 274/519 [02:04<01:47,  2.29it/s]
      32/80      0.94G     0.9832      1.615     0.6664      1.238         10        640:  53%|█████▎    | 274/519 [02:05<01:47,  2.29it/s]
      32/80      0.94G     0.9832      1.615     0.6664      1.238         10        640:  53%|█████▎    | 275/519 [02:05<01:30,  2.69it/s]
      32/80      0.94G     0.9823      1.614     0.6657      1.237          9        640:  53%|█████▎    | 275/519 [02:06<01:30,  2.69it/s]
      32/80      0.94G     0.9823      1.614     0.6657      1.237          9        640:  53%|█████▎    | 276/519 [02:06<02:23,  1.69it/s]
      32/80      0.94G     0.9827      1.615     0.6663      1.238         10        640:  53%|█████▎    | 276/519 [02:06<02:23,  1.69it/s]
      32/80      0.94G     0.9827      1.615     0.6663      1.238         10        640:  53%|█████▎    | 277/519 [02:06<01:55,  2.10it/s]
      32/80      0.94G     0.9835      1.616     0.6662      1.238         11        640:  53%|█████▎    | 277/519 [02:06<01:55,  2.10it/s]
      32/80      0.94G     0.9835      1.616     0.6662      1.238         11        640:  54%|█████▎    | 278/519 [02:06<01:39,  2.42it/s]
      32/80      0.94G     0.9829      1.616     0.6656      1.237          8        640:  54%|█████▎    | 278/519 [02:06<01:39,  2.42it/s]
      32/80      0.94G     0.9829      1.616     0.6656      1.237          8        640:  54%|█████▍    | 279/519 [02:06<01:29,  2.68it/s]
      32/80      0.94G     0.9832      1.616     0.6663      1.238          9        640:  54%|█████▍    | 279/519 [02:08<01:29,  2.68it/s]
      32/80      0.94G     0.9832      1.616     0.6663      1.238          9        640:  54%|█████▍    | 280/519 [02:08<02:34,  1.54it/s]
      32/80      0.94G     0.9828      1.615     0.6658      1.237         14        640:  54%|█████▍    | 280/519 [02:08<02:34,  1.54it/s]
      32/80      0.94G     0.9844      1.616     0.6673      1.238          7        640:  54%|█████▍    | 280/519 [02:08<02:34,  1.54it/s]
      32/80      0.94G     0.9844      1.616     0.6673      1.238          7        640:  54%|█████▍    | 282/519 [02:08<01:30,  2.61it/s]
      32/80      0.94G     0.9842      1.616     0.6669      1.238         10        640:  54%|█████▍    | 282/519 [02:08<01:30,  2.61it/s]
      32/80      0.94G     0.9842      1.616     0.6669      1.238         10        640:  55%|█████▍    | 283/519 [02:08<01:18,  3.02it/s]
      32/80      0.94G     0.9832      1.614      0.666      1.237          9        640:  55%|█████▍    | 283/519 [02:09<01:18,  3.02it/s]
      32/80      0.94G     0.9832      1.614      0.666      1.237          9        640:  55%|█████▍    | 284/519 [02:09<02:00,  1.95it/s]
      32/80      0.94G     0.9825      1.613      0.666      1.237          7        640:  55%|█████▍    | 284/519 [02:09<02:00,  1.95it/s]
      32/80      0.94G     0.9825      1.613      0.666      1.237          7        640:  55%|█████▍    | 285/519 [02:09<01:39,  2.36it/s]
      32/80      0.94G      0.984      1.616     0.6663      1.238          8        640:  55%|█████▍    | 285/519 [02:09<01:39,  2.36it/s]
      32/80      0.94G      0.984      1.616     0.6663      1.238          8        640:  55%|█████▌    | 286/519 [02:09<01:24,  2.77it/s]
      32/80      0.94G     0.9842      1.617     0.6666      1.239         11        640:  55%|█████▌    | 286/519 [02:10<01:24,  2.77it/s]
      32/80      0.94G     0.9842      1.617     0.6666      1.239         11        640:  55%|█████▌    | 287/519 [02:10<01:15,  3.08it/s]
      32/80      0.94G     0.9849      1.617     0.6665      1.239          9        640:  55%|█████▌    | 287/519 [02:11<01:15,  3.08it/s]
      32/80      0.94G     0.9849      1.617     0.6665      1.239          9        640:  55%|█████▌    | 288/519 [02:11<02:17,  1.68it/s]
      32/80      0.94G     0.9845      1.616     0.6669      1.239         15        640:  55%|█████▌    | 288/519 [02:11<02:17,  1.68it/s]
      32/80      0.94G     0.9845      1.616     0.6669      1.239         15        640:  56%|█████▌    | 289/519 [02:11<01:50,  2.08it/s]
      32/80      0.94G     0.9842      1.616     0.6672      1.238         12        640:  56%|█████▌    | 289/519 [02:11<01:50,  2.08it/s]
      32/80      0.94G     0.9842      1.616     0.6672      1.238         12        640:  56%|█████▌    | 290/519 [02:11<01:32,  2.49it/s]
      32/80      0.94G     0.9837      1.616     0.6663      1.238          7        640:  56%|█████▌    | 290/519 [02:12<01:32,  2.49it/s]
      32/80      0.94G     0.9837      1.616     0.6663      1.238          7        640:  56%|█████▌    | 291/519 [02:12<01:21,  2.80it/s]
      32/80      0.94G     0.9828      1.613     0.6655      1.237          8        640:  56%|█████▌    | 291/519 [02:13<01:21,  2.80it/s]
      32/80      0.94G     0.9828      1.613     0.6655      1.237          8        640:  56%|█████▋    | 292/519 [02:13<02:54,  1.30it/s]
      32/80      0.94G     0.9832      1.613     0.6657      1.237          9        640:  56%|█████▋    | 292/519 [02:13<02:54,  1.30it/s]
      32/80      0.94G     0.9832      1.613     0.6657      1.237          9        640:  56%|█████▋    | 293/519 [02:13<02:15,  1.67it/s]
      32/80      0.94G     0.9854      1.615     0.6667      1.239         13        640:  56%|█████▋    | 293/519 [02:14<02:15,  1.67it/s]
      32/80      0.94G     0.9854      1.615     0.6667      1.239         13        640:  57%|█████▋    | 294/519 [02:14<01:49,  2.06it/s]
      32/80      0.94G     0.9878      1.616     0.6691      1.241          4        640:  57%|█████▋    | 294/519 [02:14<01:49,  2.06it/s]
      32/80      0.94G     0.9878      1.616     0.6691      1.241          4        640:  57%|█████▋    | 295/519 [02:14<01:33,  2.39it/s]
      32/80      0.94G     0.9886      1.614     0.6689      1.243          9        640:  57%|█████▋    | 295/519 [02:15<01:33,  2.39it/s]
      32/80      0.94G     0.9886      1.614     0.6689      1.243          9        640:  57%|█████▋    | 296/519 [02:15<02:11,  1.70it/s]
      32/80      0.94G     0.9879      1.616      0.669      1.243          7        640:  57%|█████▋    | 296/519 [02:15<02:11,  1.70it/s]
      32/80      0.94G     0.9879      1.616      0.669      1.243          7        640:  57%|█████▋    | 297/519 [02:15<01:46,  2.09it/s]
      32/80      0.94G     0.9872      1.616     0.6688      1.242         12        640:  57%|█████▋    | 297/519 [02:15<01:46,  2.09it/s]
      32/80      0.94G     0.9872      1.616     0.6688      1.242         12        640:  57%|█████▋    | 298/519 [02:15<01:26,  2.55it/s]
      32/80      0.94G     0.9874      1.615     0.6688      1.242          7        640:  57%|█████▋    | 298/519 [02:16<01:26,  2.55it/s]
      32/80      0.94G     0.9874      1.615     0.6688      1.242          7        640:  58%|█████▊    | 299/519 [02:16<01:17,  2.84it/s]
      32/80      0.94G     0.9862      1.613     0.6682      1.241          6        640:  58%|█████▊    | 299/519 [02:16<01:17,  2.84it/s]
      32/80      0.94G     0.9862      1.613     0.6682      1.241          6        640:  58%|█████▊    | 300/519 [02:16<01:23,  2.63it/s]
      32/80      0.94G     0.9859      1.613     0.6683       1.24         11        640:  58%|█████▊    | 300/519 [02:16<01:23,  2.63it/s]
      32/80      0.94G     0.9859      1.613     0.6683       1.24         11        640:  58%|█████▊    | 301/519 [02:16<01:16,  2.85it/s]
      32/80      0.94G     0.9856      1.612     0.6685       1.24          9        640:  58%|█████▊    | 301/519 [02:17<01:16,  2.85it/s]
      32/80      0.94G     0.9856      1.612     0.6685       1.24          9        640:  58%|█████▊    | 302/519 [02:17<01:05,  3.30it/s]
      32/80      0.94G     0.9863      1.615     0.6697      1.241         13        640:  58%|█████▊    | 302/519 [02:17<01:05,  3.30it/s]
      32/80      0.94G     0.9863      1.615     0.6697      1.241         13        640:  58%|█████▊    | 303/519 [02:17<01:00,  3.55it/s]
      32/80      0.94G     0.9861      1.615     0.6697       1.24          9        640:  58%|█████▊    | 303/519 [02:18<01:00,  3.55it/s]
      32/80      0.94G     0.9861      1.615     0.6697       1.24          9        640:  59%|█████▊    | 304/519 [02:18<01:48,  1.98it/s]
      32/80      0.94G     0.9855      1.615     0.6689       1.24         14        640:  59%|█████▊    | 304/519 [02:18<01:48,  1.98it/s]
      32/80      0.94G     0.9855      1.615     0.6689       1.24         14        640:  59%|█████▉    | 305/519 [02:18<01:28,  2.41it/s]
      32/80      0.94G     0.9847      1.614     0.6685       1.24         11        640:  59%|█████▉    | 305/519 [02:18<01:28,  2.41it/s]
      32/80      0.94G     0.9847      1.614     0.6685       1.24         11        640:  59%|█████▉    | 306/519 [02:18<01:18,  2.73it/s]
      32/80      0.94G     0.9835      1.614     0.6682      1.239          7        640:  59%|█████▉    | 306/519 [02:18<01:18,  2.73it/s]
      32/80      0.94G     0.9835      1.614     0.6682      1.239          7        640:  59%|█████▉    | 307/519 [02:18<01:08,  3.08it/s]
      32/80      0.94G     0.9844      1.614     0.6684       1.24         11        640:  59%|█████▉    | 307/519 [02:20<01:08,  3.08it/s]
      32/80      0.94G     0.9844      1.614     0.6684       1.24         11        640:  59%|█████▉    | 308/519 [02:20<02:02,  1.72it/s]
      32/80      0.94G     0.9844      1.614     0.6685      1.239         12        640:  59%|█████▉    | 308/519 [02:20<02:02,  1.72it/s]
      32/80      0.94G     0.9844      1.614     0.6685      1.239         12        640:  60%|█████▉    | 309/519 [02:20<01:40,  2.09it/s]
      32/80      0.94G     0.9843      1.614     0.6681      1.239         14        640:  60%|█████▉    | 309/519 [02:20<01:40,  2.09it/s]
      32/80      0.94G     0.9843      1.614     0.6681      1.239         14        640:  60%|█████▉    | 310/519 [02:20<01:26,  2.42it/s]
      32/80      0.94G     0.9838      1.613      0.668      1.238         12        640:  60%|█████▉    | 310/519 [02:20<01:26,  2.42it/s]
      32/80      0.94G     0.9838      1.613      0.668      1.238         12        640:  60%|█████▉    | 311/519 [02:20<01:16,  2.71it/s]
      32/80      0.94G     0.9849      1.612     0.6684      1.239          9        640:  60%|█████▉    | 311/519 [02:21<01:16,  2.71it/s]
      32/80      0.94G     0.9849      1.612     0.6684      1.239          9        640:  60%|██████    | 312/519 [02:21<01:47,  1.93it/s]
      32/80      0.94G     0.9858      1.613     0.6688      1.239         10        640:  60%|██████    | 312/519 [02:22<01:47,  1.93it/s]
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      32/80      0.94G     0.9859      1.612     0.6683      1.239         10        640:  60%|██████    | 313/519 [02:22<01:29,  2.31it/s]
      32/80      0.94G     0.9859      1.612     0.6683      1.239         10        640:  61%|██████    | 314/519 [02:22<01:15,  2.70it/s]
      32/80      0.94G     0.9857      1.612     0.6676      1.239          8        640:  61%|██████    | 314/519 [02:22<01:15,  2.70it/s]
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      32/80      0.94G     0.9856      1.612     0.6673      1.238         13        640:  61%|██████    | 315/519 [02:23<01:28,  2.30it/s]
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      32/80      0.94G      0.986      1.613     0.6673      1.239         10        640:  61%|██████    | 316/519 [02:23<01:15,  2.68it/s]
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      32/80      0.94G     0.9857      1.614     0.6674      1.239          8        640:  61%|██████    | 317/519 [02:23<01:11,  2.81it/s]
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      32/80      0.94G     0.9859      1.615     0.6677      1.239          7        640:  61%|██████▏   | 318/519 [02:24<01:06,  3.02it/s]
      32/80      0.94G     0.9859      1.615     0.6677      1.239          7        640:  61%|██████▏   | 319/519 [02:24<01:29,  2.25it/s]
      32/80      0.94G     0.9859      1.616     0.6678      1.239          9        640:  61%|██████▏   | 319/519 [02:24<01:29,  2.25it/s]
      32/80      0.94G     0.9859      1.616     0.6678      1.239          9        640:  62%|██████▏   | 320/519 [02:24<01:16,  2.60it/s]
      32/80      0.94G     0.9872      1.618     0.6682       1.24          9        640:  62%|██████▏   | 320/519 [02:25<01:16,  2.60it/s]
      32/80      0.94G     0.9872      1.618     0.6682       1.24          9        640:  62%|██████▏   | 321/519 [02:25<02:08,  1.54it/s]
      32/80      0.94G     0.9862       1.62     0.6678      1.239          9        640:  62%|██████▏   | 321/519 [02:26<02:08,  1.54it/s]
      32/80      0.94G     0.9862       1.62     0.6678      1.239          9        640:  62%|██████▏   | 322/519 [02:26<01:44,  1.88it/s]
      32/80      0.94G     0.9868      1.622     0.6676      1.239          8        640:  62%|██████▏   | 322/519 [02:26<01:44,  1.88it/s]
      32/80      0.94G     0.9868      1.622     0.6676      1.239          8        640:  62%|██████▏   | 323/519 [02:26<01:45,  1.86it/s]
      32/80      0.94G     0.9868      1.623     0.6679       1.24          7        640:  62%|██████▏   | 323/519 [02:27<01:45,  1.86it/s]
      32/80      0.94G     0.9868      1.623     0.6679       1.24          7        640:  62%|██████▏   | 324/519 [02:27<01:33,  2.09it/s]
      32/80      0.94G     0.9879      1.624     0.6693      1.239          7        640:  62%|██████▏   | 324/519 [02:27<01:33,  2.09it/s]
      32/80      0.94G     0.9879      1.624     0.6693      1.239          7        640:  63%|██████▎   | 325/519 [02:27<01:40,  1.92it/s]
      32/80      0.94G      0.988      1.624      0.669      1.239         10        640:  63%|██████▎   | 325/519 [02:27<01:40,  1.92it/s]
      32/80      0.94G      0.988      1.624      0.669      1.239         10        640:  63%|██████▎   | 326/519 [02:27<01:26,  2.24it/s]
      32/80      0.94G      0.987      1.622     0.6684      1.239          8        640:  63%|██████▎   | 326/519 [02:28<01:26,  2.24it/s]
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      32/80      0.94G     0.9867      1.621     0.6677      1.239         10        640:  63%|██████▎   | 327/519 [02:29<01:59,  1.60it/s]
      32/80      0.94G     0.9867      1.621     0.6677      1.239         10        640:  63%|██████▎   | 328/519 [02:29<01:38,  1.93it/s]
      32/80      0.94G     0.9868      1.623     0.6685      1.239          6        640:  63%|██████▎   | 328/519 [02:29<01:38,  1.93it/s]
      32/80      0.94G     0.9868      1.623     0.6685      1.239          6        640:  63%|██████▎   | 329/519 [02:29<01:20,  2.36it/s]
      32/80      0.94G     0.9861      1.625     0.6694      1.239          9        640:  63%|██████▎   | 329/519 [02:29<01:20,  2.36it/s]
      32/80      0.94G     0.9861      1.625     0.6694      1.239          9        640:  64%|██████▎   | 330/519 [02:29<01:11,  2.64it/s]
      32/80      0.94G     0.9862      1.626     0.6695      1.239         14        640:  64%|██████▎   | 330/519 [02:30<01:11,  2.64it/s]
      32/80      0.94G     0.9862      1.626     0.6695      1.239         14        640:  64%|██████▍   | 331/519 [02:30<01:50,  1.71it/s]
      32/80      0.94G     0.9858      1.626     0.6693      1.239         10        640:  64%|██████▍   | 331/519 [02:30<01:50,  1.71it/s]
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      32/80      0.94G     0.9872      1.628     0.6696       1.24         11        640:  64%|██████▍   | 332/519 [02:31<01:28,  2.10it/s]
      32/80      0.94G     0.9872      1.628     0.6696       1.24         11        640:  64%|██████▍   | 333/519 [02:31<01:10,  2.64it/s]
      32/80      0.94G     0.9867      1.628     0.6693       1.24         10        640:  64%|██████▍   | 333/519 [02:31<01:10,  2.64it/s]
      32/80      0.94G     0.9867      1.628     0.6693       1.24         10        640:  64%|██████▍   | 334/519 [02:31<01:05,  2.81it/s]
      32/80      0.94G     0.9882      1.629     0.6694      1.241          5        640:  64%|██████▍   | 334/519 [02:32<01:05,  2.81it/s]
      32/80      0.94G     0.9882      1.629     0.6694      1.241          5        640:  65%|██████▍   | 335/519 [02:32<02:01,  1.52it/s]
      32/80      0.94G     0.9888      1.632     0.6693      1.241         11        640:  65%|██████▍   | 335/519 [02:33<02:01,  1.52it/s]
      32/80      0.94G     0.9888      1.632     0.6693      1.241         11        640:  65%|██████▍   | 336/519 [02:33<01:39,  1.83it/s]
      32/80      0.94G     0.9904      1.634     0.6705      1.243         13        640:  65%|██████▍   | 336/519 [02:33<01:39,  1.83it/s]
      32/80      0.94G     0.9904      1.634     0.6705      1.243         13        640:  65%|██████▍   | 337/519 [02:33<01:19,  2.28it/s]
      32/80      0.94G     0.9898      1.631     0.6698      1.242          9        640:  65%|██████▍   | 337/519 [02:33<01:19,  2.28it/s]
      32/80      0.94G     0.9898      1.631     0.6698      1.242          9        640:  65%|██████▌   | 338/519 [02:33<01:08,  2.66it/s]
      32/80      0.94G     0.9893      1.632     0.6693      1.242          8        640:  65%|██████▌   | 338/519 [02:34<01:08,  2.66it/s]
      32/80      0.94G     0.9893      1.632     0.6693      1.242          8        640:  65%|██████▌   | 339/519 [02:34<01:34,  1.91it/s]
      32/80      0.94G     0.9896      1.632     0.6693      1.242          6        640:  65%|██████▌   | 339/519 [02:34<01:34,  1.91it/s]
      32/80      0.94G     0.9896      1.632     0.6693      1.242          6        640:  66%|██████▌   | 340/519 [02:34<01:23,  2.14it/s]
      32/80      0.94G     0.9897      1.631     0.6692      1.242          9        640:  66%|██████▌   | 340/519 [02:35<01:23,  2.14it/s]
      32/80      0.94G     0.9897      1.631     0.6692      1.242          9        640:  66%|██████▌   | 341/519 [02:35<01:13,  2.41it/s]
      32/80      0.94G     0.9901      1.632     0.6698      1.242         10        640:  66%|██████▌   | 341/519 [02:35<01:13,  2.41it/s]
      32/80      0.94G     0.9901      1.632     0.6698      1.242         10        640:  66%|██████▌   | 342/519 [02:35<01:04,  2.74it/s]
      32/80      0.94G     0.9903       1.63     0.6702      1.242          5        640:  66%|██████▌   | 342/519 [02:36<01:04,  2.74it/s]
      32/80      0.94G     0.9903       1.63     0.6702      1.242          5        640:  66%|██████▌   | 343/519 [02:36<02:06,  1.39it/s]
      32/80      0.94G     0.9903       1.63     0.6696      1.242         10        640:  66%|██████▌   | 343/519 [02:37<02:06,  1.39it/s]
      32/80      0.94G     0.9903       1.63     0.6696      1.242         10        640:  66%|██████▋   | 344/519 [02:37<01:41,  1.72it/s]
      32/80      0.94G      0.989      1.628      0.669      1.241         10        640:  66%|██████▋   | 344/519 [02:37<01:41,  1.72it/s]
      32/80      0.94G      0.989      1.628      0.669      1.241         10        640:  66%|██████▋   | 345/519 [02:37<01:21,  2.15it/s]
      32/80      0.94G     0.9886      1.628     0.6687      1.241         11        640:  66%|██████▋   | 345/519 [02:37<01:21,  2.15it/s]
      32/80      0.94G     0.9886      1.628     0.6687      1.241         11        640:  67%|██████▋   | 346/519 [02:37<01:08,  2.53it/s]
      32/80      0.94G     0.9878      1.628     0.6685       1.24         10        640:  67%|██████▋   | 346/519 [02:38<01:08,  2.53it/s]
      32/80      0.94G     0.9878      1.628     0.6685       1.24         10        640:  67%|██████▋   | 347/519 [02:38<01:40,  1.71it/s]
      32/80      0.94G     0.9878      1.628     0.6681       1.24         11        640:  67%|██████▋   | 347/519 [02:38<01:40,  1.71it/s]
      32/80      0.94G     0.9878      1.628     0.6681       1.24         11        640:  67%|██████▋   | 348/519 [02:38<01:21,  2.09it/s]
      32/80      0.94G     0.9872      1.627     0.6676       1.24         10        640:  67%|██████▋   | 348/519 [02:38<01:21,  2.09it/s]
      32/80      0.94G     0.9872      1.627     0.6676       1.24         10        640:  67%|██████▋   | 349/519 [02:38<01:08,  2.48it/s]
      32/80      0.94G     0.9876      1.628     0.6679       1.24         11        640:  67%|██████▋   | 349/519 [02:39<01:08,  2.48it/s]
      32/80      0.94G     0.9876      1.628     0.6679       1.24         11        640:  67%|██████▋   | 350/519 [02:39<01:03,  2.66it/s]
      32/80      0.94G     0.9867      1.627     0.6674      1.239         10        640:  67%|██████▋   | 350/519 [02:40<01:03,  2.66it/s]
      32/80      0.94G     0.9867      1.627     0.6674      1.239         10        640:  68%|██████▊   | 351/519 [02:40<01:25,  1.97it/s]
      32/80      0.94G     0.9864      1.629     0.6673      1.239          8        640:  68%|██████▊   | 351/519 [02:40<01:25,  1.97it/s]
      32/80      0.94G     0.9864      1.629     0.6673      1.239          8        640:  68%|██████▊   | 352/519 [02:40<01:11,  2.32it/s]
      32/80      0.94G     0.9864      1.628      0.667      1.239          8        640:  68%|██████▊   | 352/519 [02:40<01:11,  2.32it/s]
      32/80      0.94G     0.9864      1.628      0.667      1.239          8        640:  68%|██████▊   | 353/519 [02:40<00:59,  2.77it/s]
      32/80      0.94G     0.9862      1.627     0.6666      1.239          9        640:  68%|██████▊   | 353/519 [02:40<00:59,  2.77it/s]
      32/80      0.94G     0.9862      1.627     0.6666      1.239          9        640:  68%|██████▊   | 354/519 [02:40<00:52,  3.15it/s]
      32/80      0.94G     0.9863      1.629     0.6671      1.239          5        640:  68%|██████▊   | 354/519 [02:41<00:52,  3.15it/s]
      32/80      0.94G     0.9863      1.629     0.6671      1.239          5        640:  68%|██████▊   | 355/519 [02:41<01:27,  1.87it/s]
      32/80      0.94G     0.9865      1.629      0.667      1.239         14        640:  68%|██████▊   | 355/519 [02:42<01:27,  1.87it/s]
      32/80      0.94G     0.9865      1.629      0.667      1.239         14        640:  69%|██████▊   | 356/519 [02:42<01:15,  2.15it/s]
      32/80      0.94G     0.9873       1.63     0.6675      1.239         11        640:  69%|██████▊   | 356/519 [02:42<01:15,  2.15it/s]
      32/80      0.94G     0.9873       1.63     0.6675      1.239         11        640:  69%|██████▉   | 357/519 [02:42<01:06,  2.44it/s]
      32/80      0.94G     0.9871       1.63      0.667      1.239         12        640:  69%|██████▉   | 357/519 [02:42<01:06,  2.44it/s]
      32/80      0.94G     0.9871       1.63      0.667      1.239         12        640:  69%|██████▉   | 358/519 [02:42<00:58,  2.75it/s]
      32/80      0.94G     0.9873      1.629     0.6672      1.239          7        640:  69%|██████▉   | 358/519 [02:43<00:58,  2.75it/s]
      32/80      0.94G     0.9873      1.629     0.6672      1.239          7        640:  69%|██████▉   | 359/519 [02:43<01:16,  2.09it/s]
      32/80      0.94G      0.987      1.629     0.6667      1.239          7        640:  69%|██████▉   | 359/519 [02:43<01:16,  2.09it/s]
      32/80      0.94G      0.987      1.629     0.6667      1.239          7        640:  69%|██████▉   | 360/519 [02:43<01:02,  2.52it/s]
      32/80      0.94G     0.9875      1.631     0.6667      1.239          8        640:  69%|██████▉   | 360/519 [02:43<01:02,  2.52it/s]
      32/80      0.94G     0.9875      1.631     0.6667      1.239          8        640:  70%|██████▉   | 361/519 [02:43<00:56,  2.79it/s]
      32/80      0.94G     0.9871      1.629     0.6661      1.239         10        640:  70%|██████▉   | 361/519 [02:44<00:56,  2.79it/s]
      32/80      0.94G     0.9871      1.629     0.6661      1.239         10        640:  70%|██████▉   | 362/519 [02:44<01:12,  2.15it/s]
      32/80      0.94G     0.9857      1.627     0.6652      1.238          6        640:  70%|██████▉   | 362/519 [02:45<01:12,  2.15it/s]
      32/80      0.94G     0.9857      1.627     0.6652      1.238          6        640:  70%|██████▉   | 363/519 [02:45<01:48,  1.44it/s]
      32/80      0.94G     0.9854      1.626     0.6648      1.238         11        640:  70%|██████▉   | 363/519 [02:46<01:48,  1.44it/s]
      32/80      0.94G     0.9854      1.626     0.6648      1.238         11        640:  70%|███████   | 364/519 [02:46<01:26,  1.79it/s]
      32/80      0.94G     0.9856      1.625     0.6644      1.238         10        640:  70%|███████   | 364/519 [02:46<01:26,  1.79it/s]
      32/80      0.94G     0.9856      1.625     0.6644      1.238         10        640:  70%|███████   | 365/519 [02:46<01:10,  2.19it/s]
      32/80      0.94G     0.9846      1.624     0.6638      1.237         12        640:  70%|███████   | 365/519 [02:46<01:10,  2.19it/s]
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      32/80      0.94G     0.9843      1.623     0.6637      1.237         11        640:  71%|███████   | 366/519 [02:46<00:59,  2.56it/s]
      32/80      0.94G     0.9843      1.623     0.6637      1.237         11        640:  71%|███████   | 367/519 [02:46<01:03,  2.40it/s]
      32/80      0.94G      0.985      1.624     0.6642      1.237         14        640:  71%|███████   | 367/519 [02:47<01:03,  2.40it/s]
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      32/80      0.94G     0.9851      1.625     0.6645      1.237          9        640:  71%|███████   | 368/519 [02:47<00:54,  2.77it/s]
      32/80      0.94G     0.9851      1.625     0.6645      1.237          9        640:  71%|███████   | 369/519 [02:47<00:53,  2.80it/s]
      32/80      0.94G     0.9865      1.627     0.6661      1.238         10        640:  71%|███████   | 369/519 [02:48<00:53,  2.80it/s]
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      32/80      0.94G     0.9863      1.627     0.6661      1.238         14        640:  71%|███████▏  | 370/519 [02:48<00:59,  2.51it/s]
      32/80      0.94G     0.9863      1.627     0.6661      1.238         14        640:  71%|███████▏  | 371/519 [02:48<01:19,  1.87it/s]
      32/80      0.94G      0.987      1.628     0.6662      1.239         12        640:  71%|███████▏  | 371/519 [02:49<01:19,  1.87it/s]
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      32/80      0.94G     0.9867      1.627     0.6658      1.239          9        640:  72%|███████▏  | 372/519 [02:49<01:09,  2.12it/s]
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      32/80      0.94G     0.9865      1.628     0.6658      1.239         11        640:  72%|███████▏  | 373/519 [02:49<00:58,  2.51it/s]
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      32/80      0.94G     0.9891      1.631     0.6678       1.24          6        640:  76%|███████▌  | 394/519 [03:00<00:55,  2.27it/s]
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      32/80      0.94G     0.9878      1.628     0.6666      1.239          7        640:  77%|███████▋  | 398/519 [03:02<00:56,  2.13it/s]
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      32/80      0.94G     0.9894      1.629     0.6688       1.24          9        640:  78%|███████▊  | 405/519 [03:05<01:00,  1.88it/s]
      32/80      0.94G     0.9894      1.629     0.6688       1.24          9        640:  78%|███████▊  | 406/519 [03:05<00:50,  2.23it/s]
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      32/80      0.94G     0.9895      1.628     0.6702       1.24         10        640:  78%|███████▊  | 407/519 [03:05<00:42,  2.64it/s]
      32/80      0.94G     0.9895      1.628     0.6702       1.24         10        640:  79%|███████▊  | 408/519 [03:05<00:38,  2.90it/s]
      32/80      0.94G       0.99      1.629     0.6698      1.241          5        640:  79%|███████▊  | 408/519 [03:06<00:38,  2.90it/s]
      32/80      0.94G       0.99      1.629     0.6698      1.241          5        640:  79%|███████▉  | 409/519 [03:06<00:56,  1.94it/s]
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      32/80      0.94G     0.9888      1.628      0.669      1.241         11        640:  79%|███████▉  | 410/519 [03:07<00:46,  2.33it/s]
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      32/80      0.94G     0.9879      1.625     0.6681       1.24         13        640:  79%|███████▉  | 412/519 [03:08<00:36,  2.91it/s]
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      32/80      0.94G      0.988      1.625     0.6679       1.24          7        640:  80%|███████▉  | 413/519 [03:09<01:02,  1.69it/s]
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      32/80      0.94G     0.9879      1.624     0.6677       1.24          8        640:  80%|████████  | 416/519 [03:10<00:39,  2.61it/s]
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      32/80      0.94G      0.988      1.628     0.6698       1.24          8        640:  82%|████████▏ | 423/519 [03:13<00:35,  2.67it/s]
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      32/80      0.94G     0.9882      1.629       0.67       1.24          9        640:  82%|████████▏ | 424/519 [03:14<00:43,  2.17it/s]
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      32/80      0.94G     0.9885       1.63     0.6699      1.241          8        640:  82%|████████▏ | 425/519 [03:15<01:10,  1.33it/s]
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      32/80      0.94G     0.9878      1.629     0.6694      1.241         11        640:  82%|████████▏ | 427/519 [03:15<00:46,  1.98it/s]
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      32/80      0.94G     0.9876      1.628     0.6694       1.24          8        640:  82%|████████▏ | 428/519 [03:16<00:46,  1.95it/s]
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      32/80      0.94G     0.9893      1.626     0.6705      1.241          9        640:  86%|████████▋ | 448/519 [03:26<00:48,  1.45it/s]
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      32/80      0.94G     0.9869       1.62     0.6653      1.239         10        640:  95%|█████████▌| 494/519 [03:46<00:13,  1.88it/s]
      32/80      0.94G     0.9869       1.62     0.6653      1.239         10        640:  95%|█████████▌| 495/519 [03:46<00:10,  2.32it/s]
      32/80      0.94G     0.9868       1.62     0.6654      1.239          9        640:  95%|█████████▌| 495/519 [03:47<00:10,  2.32it/s]
      32/80      0.94G     0.9868       1.62     0.6654      1.239          9        640:  96%|█████████▌| 496/519 [03:47<00:13,  1.77it/s]
      32/80      0.94G     0.9867      1.619     0.6654      1.239         11        640:  96%|█████████▌| 496/519 [03:47<00:13,  1.77it/s]
      32/80      0.94G     0.9867      1.619     0.6654      1.239         11        640:  96%|█████████▌| 497/519 [03:47<00:10,  2.13it/s]
      32/80      0.94G     0.9867      1.619     0.6654      1.239          9        640:  96%|█████████▌| 497/519 [03:48<00:10,  2.13it/s]
      32/80      0.94G     0.9867      1.619     0.6654      1.239          9        640:  96%|█████████▌| 498/519 [03:48<00:10,  2.08it/s]
      32/80      0.94G     0.9863      1.618     0.6653      1.239         14        640:  96%|█████████▌| 498/519 [03:48<00:10,  2.08it/s]
      32/80      0.94G     0.9863      1.618     0.6653      1.239         14        640:  96%|█████████▌| 499/519 [03:48<00:08,  2.46it/s]
      32/80      0.94G     0.9866      1.619     0.6654      1.239         11        640:  96%|█████████▌| 499/519 [03:50<00:08,  2.46it/s]
      32/80      0.94G     0.9866      1.619     0.6654      1.239         11        640:  96%|█████████▋| 500/519 [03:50<00:13,  1.37it/s]
      32/80      0.94G      0.987      1.619     0.6659      1.239         12        640:  96%|█████████▋| 500/519 [03:50<00:13,  1.37it/s]
      32/80      0.94G      0.987      1.619     0.6659      1.239         12        640:  97%|█████████▋| 501/519 [03:50<00:10,  1.76it/s]
      32/80      0.94G     0.9865      1.618     0.6653      1.239          8        640:  97%|█████████▋| 501/519 [03:50<00:10,  1.76it/s]
      32/80      0.94G     0.9865      1.618     0.6653      1.239          8        640:  97%|█████████▋| 502/519 [03:50<00:07,  2.16it/s]
      32/80      0.94G     0.9865      1.617     0.6652      1.239         14        640:  97%|█████████▋| 502/519 [03:50<00:07,  2.16it/s]
      32/80      0.94G     0.9865      1.617     0.6652      1.239         14        640:  97%|█████████▋| 503/519 [03:50<00:06,  2.53it/s]
      32/80      0.94G     0.9866      1.618      0.665      1.239         11        640:  97%|█████████▋| 503/519 [03:51<00:06,  2.53it/s]
      32/80      0.94G     0.9866      1.618      0.665      1.239         11        640:  97%|█████████▋| 504/519 [03:51<00:09,  1.53it/s]
      32/80      0.94G     0.9869      1.619     0.6656      1.239         12        640:  97%|█████████▋| 504/519 [03:52<00:09,  1.53it/s]
      32/80      0.94G     0.9869      1.619     0.6656      1.239         12        640:  97%|█████████▋| 505/519 [03:52<00:07,  1.96it/s]
      32/80      0.94G     0.9876       1.62     0.6656      1.239         11        640:  97%|█████████▋| 505/519 [03:52<00:07,  1.96it/s]
      32/80      0.94G     0.9876       1.62     0.6656      1.239         11        640:  97%|█████████▋| 506/519 [03:52<00:05,  2.39it/s]
      32/80      0.94G     0.9873       1.62     0.6657      1.239         10        640:  97%|█████████▋| 506/519 [03:52<00:05,  2.39it/s]
      32/80      0.94G     0.9873       1.62     0.6657      1.239         10        640:  98%|█████████▊| 507/519 [03:52<00:04,  2.67it/s]
      32/80      0.94G     0.9869      1.619     0.6654      1.238         12        640:  98%|█████████▊| 507/519 [03:53<00:04,  2.67it/s]
      32/80      0.94G     0.9869      1.619     0.6654      1.238         12        640:  98%|█████████▊| 508/519 [03:53<00:04,  2.35it/s]
      32/80      0.94G     0.9866      1.619     0.6652      1.238          7        640:  98%|█████████▊| 508/519 [03:53<00:04,  2.35it/s]
      32/80      0.94G     0.9866      1.619     0.6652      1.238          7        640:  98%|█████████▊| 509/519 [03:53<00:03,  2.78it/s]
      32/80      0.94G     0.9878      1.622     0.6672       1.24          8        640:  98%|█████████▊| 509/519 [03:53<00:03,  2.78it/s]
      32/80      0.94G     0.9878      1.622     0.6672       1.24          8        640:  98%|█████████▊| 510/519 [03:53<00:02,  3.07it/s]
      32/80      0.94G     0.9878      1.621     0.6673      1.239         10        640:  98%|█████████▊| 510/519 [03:53<00:02,  3.07it/s]
      32/80      0.94G     0.9878      1.621     0.6673      1.239         10        640:  98%|█████████▊| 511/519 [03:53<00:02,  3.33it/s]
      32/80      0.94G     0.9876      1.622     0.6672      1.239          7        640:  98%|█████████▊| 511/519 [03:55<00:02,  3.33it/s]
      32/80      0.94G     0.9876      1.622     0.6672      1.239          7        640:  99%|█████████▊| 512/519 [03:55<00:04,  1.50it/s]
      32/80      0.94G     0.9878      1.621     0.6671       1.24         11        640:  99%|█████████▊| 512/519 [03:55<00:04,  1.50it/s]
      32/80      0.94G     0.9878      1.621     0.6671       1.24         11        640:  99%|█████████▉| 513/519 [03:55<00:03,  1.90it/s]
      32/80      0.94G     0.9882      1.623      0.667       1.24          9        640:  99%|█████████▉| 513/519 [03:55<00:03,  1.90it/s]
      32/80      0.94G     0.9882      1.623      0.667       1.24          9        640:  99%|█████████▉| 514/519 [03:55<00:02,  2.25it/s]
      32/80      0.94G     0.9885      1.622     0.6672       1.24          9        640:  99%|█████████▉| 514/519 [03:56<00:02,  2.25it/s]
      32/80      0.94G     0.9885      1.622     0.6672       1.24          9        640:  99%|█████████▉| 515/519 [03:56<00:01,  2.61it/s]
      32/80      0.94G     0.9892      1.623     0.6672      1.241         10        640:  99%|█████████▉| 515/519 [03:56<00:01,  2.61it/s]
      32/80      0.94G     0.9892      1.623     0.6672      1.241         10        640:  99%|█████████▉| 516/519 [03:56<00:01,  2.71it/s]
      32/80      0.94G     0.9891      1.623     0.6672      1.241         11        640:  99%|█████████▉| 516/519 [03:56<00:01,  2.71it/s]
      32/80      0.94G      0.989      1.624     0.6671      1.241         11        640:  99%|█████████▉| 516/519 [03:56<00:01,  2.71it/s]
      32/80      0.94G      0.989      1.624     0.6671      1.241         11        640: 100%|█████████▉| 518/519 [03:56<00:00,  4.36it/s]
      32/80      0.94G     0.9898      1.624     0.6672      1.242          3        640: 100%|█████████▉| 518/519 [03:56<00:00,  4.36it/s]
      32/80      0.94G     0.9898      1.624     0.6672      1.242          3        640: 100%|██████████| 519/519 [03:56<00:00,  2.19it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:45,  6.33s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<03:00,  2.86s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:46,  1.72s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:10,  1.16s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:51,  1.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:45,  1.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:43,  1.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:38,  1.50it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:09<00:32,  1.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:27,  2.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:25,  2.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:24,  2.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:24,  2.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:24,  1.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:25,  1.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:23,  2.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:22,  2.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:24,  1.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:27,  1.59it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:21,  1.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:18,  2.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.88it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.53it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:05,  6.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:03,  6.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.53it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.60it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  5.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:02,  6.43it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.53it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  7.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:22<00:01,  8.75it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:00,  9.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  89%|████████▉ | 58/65 [00:22<00:00,  9.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  92%|█████████▏| 60/65 [00:22<00:00,  9.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:22<00:00,  9.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  98%|█████████▊| 64/65 [00:23<00:00,  9.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.79it/s]
-                   all        519        519      0.959      0.948       0.98      0.721      0.961       0.95      0.982      0.708
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
      33/80      0.94G     0.9335       1.68     0.6153      1.102         15        640:   0%|          | 0/519 [00:02<?, ?it/s]
      33/80      0.94G     0.9335       1.68     0.6153      1.102         15        640:   0%|          | 1/519 [00:02<25:52,  3.00s/it]
      33/80      0.94G      1.023      1.685     0.7373      1.267          9        640:   0%|          | 1/519 [00:03<25:52,  3.00s/it]
      33/80      0.94G      1.023      1.685     0.7373      1.267          9        640:   0%|          | 2/519 [00:03<11:38,  1.35s/it]
      33/80      0.94G     0.9405       1.57     0.6487      1.192         12        640:   0%|          | 2/519 [00:03<11:38,  1.35s/it]
      33/80      0.94G     0.9405       1.57     0.6487      1.192         12        640:   1%|          | 3/519 [00:03<07:16,  1.18it/s]
      33/80      0.94G      0.914      1.579     0.5988      1.209          9        640:   1%|          | 3/519 [00:03<07:16,  1.18it/s]
      33/80      0.94G      0.914      1.579     0.5988      1.209          9        640:   1%|          | 4/519 [00:03<05:09,  1.66it/s]
      33/80      0.94G     0.9508      1.707     0.6321      1.225          9        640:   1%|          | 4/519 [00:03<05:09,  1.66it/s]
      33/80      0.94G     0.9508      1.707     0.6321      1.225          9        640:   1%|          | 5/519 [00:03<04:07,  2.08it/s]
      33/80      0.94G     0.9448      1.659     0.6145      1.215          6        640:   1%|          | 5/519 [00:04<04:07,  2.08it/s]
      33/80      0.94G     0.9448      1.659     0.6145      1.215          6        640:   1%|          | 6/519 [00:04<05:32,  1.54it/s]
      33/80      0.94G     0.9171      1.679      0.585      1.193          9        640:   1%|          | 6/519 [00:05<05:32,  1.54it/s]
      33/80      0.94G     0.9171      1.679      0.585      1.193          9        640:   1%|▏         | 7/519 [00:05<04:26,  1.92it/s]
      33/80      0.94G     0.9368      1.628     0.5742      1.219          8        640:   1%|▏         | 7/519 [00:05<04:26,  1.92it/s]
      33/80      0.94G     0.9368      1.628     0.5742      1.219          8        640:   2%|▏         | 8/519 [00:05<03:43,  2.29it/s]
      33/80      0.94G     0.9674      1.627     0.5811      1.216         10        640:   2%|▏         | 8/519 [00:05<03:43,  2.29it/s]
      33/80      0.94G     0.9674      1.627     0.5811      1.216         10        640:   2%|▏         | 9/519 [00:05<04:00,  2.12it/s]
      33/80      0.94G     0.9611      1.586     0.5765      1.201          7        640:   2%|▏         | 9/519 [00:06<04:00,  2.12it/s]
      33/80      0.94G     0.9611      1.586     0.5765      1.201          7        640:   2%|▏         | 10/519 [00:06<03:16,  2.59it/s]
      33/80      0.94G     0.9659      1.604     0.5837      1.191         12        640:   2%|▏         | 10/519 [00:06<03:16,  2.59it/s]
      33/80      0.94G     0.9659      1.604     0.5837      1.191         12        640:   2%|▏         | 11/519 [00:06<03:41,  2.29it/s]
      33/80      0.94G     0.9777       1.68     0.5899      1.213          5        640:   2%|▏         | 11/519 [00:06<03:41,  2.29it/s]
      33/80      0.94G     0.9777       1.68     0.5899      1.213          5        640:   2%|▏         | 12/519 [00:06<03:05,  2.74it/s]
      33/80      0.94G     0.9891      1.666     0.5936      1.211         10        640:   2%|▏         | 12/519 [00:07<03:05,  2.74it/s]
      33/80      0.94G     0.9891      1.666     0.5936      1.211         10        640:   3%|▎         | 13/519 [00:07<03:15,  2.59it/s]
      33/80      0.94G     0.9712      1.613     0.5895      1.203          8        640:   3%|▎         | 13/519 [00:07<03:15,  2.59it/s]
      33/80      0.94G     0.9712      1.613     0.5895      1.203          8        640:   3%|▎         | 14/519 [00:07<03:53,  2.16it/s]
      33/80      0.94G     0.9822      1.662     0.6055      1.219          8        640:   3%|▎         | 14/519 [00:08<03:53,  2.16it/s]
      33/80      0.94G     0.9822      1.662     0.6055      1.219          8        640:   3%|▎         | 15/519 [00:08<03:16,  2.56it/s]
      33/80      0.94G     0.9726      1.642     0.5975      1.208         14        640:   3%|▎         | 15/519 [00:08<03:16,  2.56it/s]
      33/80      0.94G     0.9726      1.642     0.5975      1.208         14        640:   3%|▎         | 16/519 [00:08<02:52,  2.91it/s]
      33/80      0.94G     0.9714      1.644     0.5946      1.201         11        640:   3%|▎         | 16/519 [00:09<02:52,  2.91it/s]
      33/80      0.94G     0.9714      1.644     0.5946      1.201         11        640:   3%|▎         | 17/519 [00:09<03:42,  2.26it/s]
      33/80      0.94G     0.9856      1.629     0.5972      1.211          9        640:   3%|▎         | 17/519 [00:10<03:42,  2.26it/s]
      33/80      0.94G     0.9856      1.629     0.5972      1.211          9        640:   3%|▎         | 18/519 [00:10<06:01,  1.38it/s]
      33/80      0.94G     0.9911      1.623     0.5973      1.213         10        640:   3%|▎         | 18/519 [00:10<06:01,  1.38it/s]
      33/80      0.94G     0.9911      1.623     0.5973      1.213         10        640:   4%|▎         | 19/519 [00:10<04:48,  1.73it/s]
      33/80      0.94G     0.9944      1.632     0.5998      1.216         11        640:   4%|▎         | 19/519 [00:10<04:48,  1.73it/s]
      33/80      0.94G     0.9944      1.632     0.5998      1.216         11        640:   4%|▍         | 20/519 [00:10<03:56,  2.11it/s]
      33/80      0.94G      0.982      1.621     0.5956      1.206         12        640:   4%|▍         | 20/519 [00:11<03:56,  2.11it/s]
      33/80      0.94G      0.982      1.621     0.5956      1.206         12        640:   4%|▍         | 21/519 [00:11<03:24,  2.44it/s]
      33/80      0.94G     0.9814      1.606     0.5961      1.208         10        640:   4%|▍         | 21/519 [00:12<03:24,  2.44it/s]
      33/80      0.94G     0.9814      1.606     0.5961      1.208         10        640:   4%|▍         | 22/519 [00:12<05:16,  1.57it/s]
      33/80      0.94G     0.9881       1.62     0.6063       1.21         11        640:   4%|▍         | 22/519 [00:12<05:16,  1.57it/s]
      33/80      0.94G     0.9881       1.62     0.6063       1.21         11        640:   4%|▍         | 23/519 [00:12<04:19,  1.91it/s]
      33/80      0.94G     0.9823      1.613     0.6047      1.209         11        640:   4%|▍         | 23/519 [00:12<04:19,  1.91it/s]
      33/80      0.94G     0.9823      1.613     0.6047      1.209         11        640:   5%|▍         | 24/519 [00:12<03:36,  2.29it/s]
      33/80      0.94G     0.9833      1.608     0.6019      1.205         16        640:   5%|▍         | 24/519 [00:13<03:36,  2.29it/s]
      33/80      0.94G     0.9833      1.608     0.6019      1.205         16        640:   5%|▍         | 25/519 [00:13<03:11,  2.58it/s]
      33/80      0.94G     0.9799      1.598      0.597      1.201          9        640:   5%|▍         | 25/519 [00:14<03:11,  2.58it/s]
      33/80      0.94G     0.9799      1.598      0.597      1.201          9        640:   5%|▌         | 26/519 [00:14<05:37,  1.46it/s]
      33/80      0.94G     0.9815      1.591     0.5943      1.197          8        640:   5%|▌         | 26/519 [00:14<05:37,  1.46it/s]
      33/80      0.94G     0.9815      1.591     0.5943      1.197          8        640:   5%|▌         | 27/519 [00:14<04:29,  1.83it/s]
      33/80      0.94G     0.9811      1.585     0.5955      1.196          8        640:   5%|▌         | 27/519 [00:15<04:29,  1.83it/s]
      33/80      0.94G     0.9811      1.585     0.5955      1.196          8        640:   5%|▌         | 28/519 [00:15<03:48,  2.15it/s]
      33/80      0.94G     0.9821      1.587     0.5963      1.197         14        640:   5%|▌         | 28/519 [00:15<03:48,  2.15it/s]
      33/80      0.94G     0.9821      1.587     0.5963      1.197         14        640:   6%|▌         | 29/519 [00:15<03:17,  2.48it/s]
      33/80      0.94G     0.9926      1.603     0.6101      1.202          9        640:   6%|▌         | 29/519 [00:16<03:17,  2.48it/s]
      33/80      0.94G     0.9926      1.603     0.6101      1.202          9        640:   6%|▌         | 30/519 [00:16<06:10,  1.32it/s]
      33/80      0.94G     0.9912      1.613     0.6111      1.203         11        640:   6%|▌         | 30/519 [00:17<06:10,  1.32it/s]
      33/80      0.94G     0.9912      1.613     0.6111      1.203         11        640:   6%|▌         | 31/519 [00:17<04:48,  1.69it/s]
      33/80      0.94G     0.9861      1.606     0.6095      1.202         11        640:   6%|▌         | 31/519 [00:17<04:48,  1.69it/s]
      33/80      0.94G     0.9861      1.606     0.6095      1.202         11        640:   6%|▌         | 32/519 [00:17<04:01,  2.02it/s]
      33/80      0.94G     0.9821      1.613     0.6172      1.203          9        640:   6%|▌         | 32/519 [00:17<04:01,  2.02it/s]
      33/80      0.94G     0.9821      1.613     0.6172      1.203          9        640:   6%|▋         | 33/519 [00:17<03:26,  2.35it/s]
      33/80      0.94G     0.9766      1.611      0.615        1.2         11        640:   6%|▋         | 33/519 [00:18<03:26,  2.35it/s]
      33/80      0.94G     0.9766      1.611      0.615        1.2         11        640:   7%|▋         | 34/519 [00:18<05:10,  1.56it/s]
      33/80      0.94G     0.9801      1.613     0.6164      1.204         12        640:   7%|▋         | 34/519 [00:18<05:10,  1.56it/s]
      33/80      0.94G     0.9801      1.613     0.6164      1.204         12        640:   7%|▋         | 35/519 [00:18<04:00,  2.02it/s]
      33/80      0.94G     0.9759      1.618     0.6157      1.204          7        640:   7%|▋         | 35/519 [00:19<04:00,  2.02it/s]
      33/80      0.94G     0.9759      1.618     0.6157      1.204          7        640:   7%|▋         | 36/519 [00:19<03:25,  2.35it/s]
      33/80      0.94G     0.9748       1.62     0.6124      1.207         10        640:   7%|▋         | 36/519 [00:19<03:25,  2.35it/s]
      33/80      0.94G     0.9748       1.62     0.6124      1.207         10        640:   7%|▋         | 37/519 [00:19<02:56,  2.72it/s]
      33/80      0.94G     0.9696      1.619     0.6157      1.205         11        640:   7%|▋         | 37/519 [00:20<02:56,  2.72it/s]
      33/80      0.94G     0.9696      1.619     0.6157      1.205         11        640:   7%|▋         | 38/519 [00:20<04:17,  1.87it/s]
      33/80      0.94G     0.9708      1.611     0.6159      1.209         11        640:   7%|▋         | 38/519 [00:20<04:17,  1.87it/s]
      33/80      0.94G     0.9708      1.611     0.6159      1.209         11        640:   8%|▊         | 39/519 [00:20<03:36,  2.22it/s]
      33/80      0.94G     0.9638       1.61      0.612      1.204         12        640:   8%|▊         | 39/519 [00:20<03:36,  2.22it/s]
      33/80      0.94G     0.9638       1.61      0.612      1.204         12        640:   8%|▊         | 40/519 [00:20<03:10,  2.52it/s]
      33/80      0.94G     0.9622      1.606     0.6143      1.203          6        640:   8%|▊         | 40/519 [00:21<03:10,  2.52it/s]
      33/80      0.94G     0.9622      1.606     0.6143      1.203          6        640:   8%|▊         | 41/519 [00:21<02:38,  3.02it/s]
      33/80      0.94G      0.958      1.594     0.6103      1.199         13        640:   8%|▊         | 41/519 [00:21<02:38,  3.02it/s]
      33/80      0.94G      0.958      1.594     0.6103      1.199         13        640:   8%|▊         | 42/519 [00:21<04:04,  1.95it/s]
      33/80      0.94G     0.9601      1.588     0.6095      1.199         11        640:   8%|▊         | 42/519 [00:22<04:04,  1.95it/s]
      33/80      0.94G     0.9601      1.588     0.6095      1.199         11        640:   8%|▊         | 43/519 [00:22<03:25,  2.32it/s]
      33/80      0.94G       0.96      1.586     0.6104      1.196          8        640:   8%|▊         | 43/519 [00:22<03:25,  2.32it/s]
      33/80      0.94G       0.96      1.586     0.6104      1.196          8        640:   8%|▊         | 44/519 [00:22<03:01,  2.62it/s]
      33/80      0.94G     0.9599      1.584     0.6099      1.199         10        640:   8%|▊         | 44/519 [00:22<03:01,  2.62it/s]
      33/80      0.94G     0.9599      1.584     0.6099      1.199         10        640:   9%|▊         | 45/519 [00:22<02:50,  2.78it/s]
      33/80      0.94G     0.9649       1.59     0.6135      1.203         10        640:   9%|▊         | 45/519 [00:24<02:50,  2.78it/s]
      33/80      0.94G     0.9649       1.59     0.6135      1.203         10        640:   9%|▉         | 46/519 [00:24<04:52,  1.62it/s]
      33/80      0.94G     0.9731      1.595     0.6197      1.206         12        640:   9%|▉         | 46/519 [00:24<04:52,  1.62it/s]
      33/80      0.94G     0.9731      1.595     0.6197      1.206         12        640:   9%|▉         | 47/519 [00:24<03:56,  1.99it/s]
      33/80      0.94G     0.9747      1.586     0.6204       1.21          9        640:   9%|▉         | 47/519 [00:24<03:56,  1.99it/s]
      33/80      0.94G     0.9747      1.586     0.6204       1.21          9        640:   9%|▉         | 48/519 [00:24<03:20,  2.35it/s]
      33/80      0.94G     0.9857       1.59     0.6229      1.218          7        640:   9%|▉         | 48/519 [00:24<03:20,  2.35it/s]
      33/80      0.94G     0.9857       1.59     0.6229      1.218          7        640:   9%|▉         | 49/519 [00:24<02:47,  2.80it/s]
      33/80      0.94G     0.9863      1.597      0.626      1.219         10        640:   9%|▉         | 49/519 [00:25<02:47,  2.80it/s]
      33/80      0.94G     0.9863      1.597      0.626      1.219         10        640:  10%|▉         | 50/519 [00:25<03:31,  2.21it/s]
      33/80      0.94G     0.9902      1.598     0.6267      1.218         10        640:  10%|▉         | 50/519 [00:25<03:31,  2.21it/s]
      33/80      0.94G     0.9902      1.598     0.6267      1.218         10        640:  10%|▉         | 51/519 [00:25<02:56,  2.66it/s]
      33/80      0.94G     0.9907      1.595      0.626      1.216         12        640:  10%|▉         | 51/519 [00:26<02:56,  2.66it/s]
      33/80      0.94G     0.9907      1.595      0.626      1.216         12        640:  10%|█         | 52/519 [00:26<03:08,  2.47it/s]
      33/80      0.94G     0.9913      1.588     0.6305      1.216          9        640:  10%|█         | 52/519 [00:26<03:08,  2.47it/s]
      33/80      0.94G     0.9913      1.588     0.6305      1.216          9        640:  10%|█         | 53/519 [00:26<03:34,  2.17it/s]
      33/80      0.94G     0.9865      1.577     0.6262      1.213         10        640:  10%|█         | 53/519 [00:27<03:34,  2.17it/s]
      33/80      0.94G     0.9865      1.577     0.6262      1.213         10        640:  10%|█         | 54/519 [00:27<04:32,  1.71it/s]
      33/80      0.94G      1.001      1.599     0.6318      1.228          6        640:  10%|█         | 54/519 [00:27<04:32,  1.71it/s]
      33/80      0.94G      1.001      1.599     0.6318      1.228          6        640:  11%|█         | 55/519 [00:27<03:49,  2.02it/s]
      33/80      0.94G     0.9986      1.592     0.6289      1.227         13        640:  11%|█         | 55/519 [00:28<03:49,  2.02it/s]
      33/80      0.94G     0.9986      1.592     0.6289      1.227         13        640:  11%|█         | 56/519 [00:28<03:11,  2.42it/s]
      33/80      0.94G     0.9953      1.587      0.625      1.225          7        640:  11%|█         | 56/519 [00:28<03:11,  2.42it/s]
      33/80      0.94G     0.9953      1.587      0.625      1.225          7        640:  11%|█         | 57/519 [00:28<02:51,  2.69it/s]
      33/80      0.94G          1      1.601     0.6287      1.227          9        640:  11%|█         | 57/519 [00:29<02:51,  2.69it/s]
      33/80      0.94G          1      1.601     0.6287      1.227          9        640:  11%|█         | 58/519 [00:29<04:07,  1.86it/s]
      33/80      0.94G     0.9988        1.6     0.6271      1.227         13        640:  11%|█         | 58/519 [00:29<04:07,  1.86it/s]
      33/80      0.94G     0.9988        1.6     0.6271      1.227         13        640:  11%|█▏        | 59/519 [00:29<03:24,  2.25it/s]
      33/80      0.94G     0.9995      1.598     0.6256      1.226          7        640:  11%|█▏        | 59/519 [00:29<03:24,  2.25it/s]
      33/80      0.94G     0.9995      1.598     0.6256      1.226          7        640:  12%|█▏        | 60/519 [00:29<02:58,  2.57it/s]
      33/80      0.94G      1.002      1.604     0.6238      1.227          9        640:  12%|█▏        | 60/519 [00:29<02:58,  2.57it/s]
      33/80      0.94G      1.002      1.604     0.6238      1.227          9        640:  12%|█▏        | 61/519 [00:29<02:45,  2.77it/s]
      33/80      0.94G      1.005      1.611     0.6292      1.228         12        640:  12%|█▏        | 61/519 [00:31<02:45,  2.77it/s]
      33/80      0.94G      1.005      1.611     0.6292      1.228         12        640:  12%|█▏        | 62/519 [00:31<04:48,  1.58it/s]
      33/80      0.94G      1.006      1.616      0.632      1.229         11        640:  12%|█▏        | 62/519 [00:31<04:48,  1.58it/s]
      33/80      0.94G      1.006      1.616      0.632      1.229         11        640:  12%|█▏        | 63/519 [00:31<04:01,  1.89it/s]
      33/80      0.94G      1.012       1.62     0.6316      1.237          6        640:  12%|█▏        | 63/519 [00:31<04:01,  1.89it/s]
      33/80      0.94G      1.012       1.62     0.6316      1.237          6        640:  12%|█▏        | 64/519 [00:31<03:15,  2.33it/s]
      33/80      0.94G      1.012      1.624     0.6315      1.238          5        640:  12%|█▏        | 64/519 [00:31<03:15,  2.33it/s]
      33/80      0.94G      1.012      1.624     0.6315      1.238          5        640:  13%|█▎        | 65/519 [00:31<02:48,  2.70it/s]
      33/80      0.94G      1.013      1.618     0.6333       1.24         10        640:  13%|█▎        | 65/519 [00:32<02:48,  2.70it/s]
      33/80      0.94G      1.013      1.618     0.6333       1.24         10        640:  13%|█▎        | 66/519 [00:32<03:39,  2.06it/s]
      33/80      0.94G       1.02       1.63     0.6383      1.246         12        640:  13%|█▎        | 66/519 [00:32<03:39,  2.06it/s]
      33/80      0.94G       1.02       1.63     0.6383      1.246         12        640:  13%|█▎        | 67/519 [00:32<03:04,  2.45it/s]
      33/80      0.94G      1.024       1.64     0.6461      1.248         15        640:  13%|█▎        | 67/519 [00:33<03:04,  2.45it/s]
      33/80      0.94G      1.024       1.64     0.6461      1.248         15        640:  13%|█▎        | 68/519 [00:33<02:52,  2.62it/s]
      33/80      0.94G      1.025      1.637     0.6473      1.247         12        640:  13%|█▎        | 68/519 [00:33<02:52,  2.62it/s]
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      33/80      0.94G     0.9954      1.623     0.6426      1.244         13        640:  50%|█████     | 262/519 [02:01<03:03,  1.40it/s]
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      33/80      0.94G      0.996      1.622     0.6433      1.244          9        640:  51%|█████     | 263/519 [02:01<02:24,  1.77it/s]
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      33/80      0.94G     0.9961      1.621     0.6431      1.245         14        640:  51%|█████     | 264/519 [02:01<02:01,  2.10it/s]
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      33/80      0.94G     0.9958      1.621     0.6431      1.244         10        640:  51%|█████     | 265/519 [02:03<01:42,  2.47it/s]
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      33/80      0.94G     0.9966      1.622     0.6435      1.244         12        640:  51%|█████▏    | 266/519 [02:03<02:49,  1.49it/s]
      33/80      0.94G     0.9966      1.622     0.6435      1.244         12        640:  51%|█████▏    | 267/519 [02:03<02:13,  1.88it/s]
      33/80      0.94G     0.9987      1.624     0.6445      1.245          9        640:  51%|█████▏    | 267/519 [02:03<02:13,  1.88it/s]
      33/80      0.94G     0.9987      1.624     0.6445      1.245          9        640:  52%|█████▏    | 268/519 [02:03<01:52,  2.23it/s]
      33/80      0.94G     0.9982      1.625     0.6447      1.244         12        640:  52%|█████▏    | 268/519 [02:03<01:52,  2.23it/s]
      33/80      0.94G     0.9982      1.625     0.6447      1.244         12        640:  52%|█████▏    | 269/519 [02:03<01:42,  2.45it/s]
      33/80      0.94G     0.9983      1.626      0.645      1.244         13        640:  52%|█████▏    | 269/519 [02:05<01:42,  2.45it/s]
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      33/80      0.94G     0.9991      1.627     0.6457      1.245         11        640:  52%|█████▏    | 270/519 [02:05<03:19,  1.25it/s]
      33/80      0.94G     0.9991      1.627     0.6457      1.245         11        640:  52%|█████▏    | 271/519 [02:05<02:36,  1.59it/s]
      33/80      0.94G     0.9984      1.625     0.6449      1.244         13        640:  52%|█████▏    | 271/519 [02:06<02:36,  1.59it/s]
      33/80      0.94G     0.9984      1.625     0.6449      1.244         13        640:  52%|█████▏    | 272/519 [02:06<02:08,  1.92it/s]
      33/80      0.94G     0.9985      1.625     0.6441      1.244          8        640:  52%|█████▏    | 272/519 [02:06<02:08,  1.92it/s]
      33/80      0.94G     0.9985      1.625     0.6441      1.244          8        640:  53%|█████▎    | 273/519 [02:06<01:45,  2.33it/s]
      33/80      0.94G     0.9981      1.624     0.6443      1.244         12        640:  53%|█████▎    | 273/519 [02:07<01:45,  2.33it/s]
      33/80      0.94G     0.9981      1.624     0.6443      1.244         12        640:  53%|█████▎    | 274/519 [02:07<02:32,  1.60it/s]
      33/80      0.94G     0.9977      1.622     0.6441      1.244          9        640:  53%|█████▎    | 274/519 [02:07<02:32,  1.60it/s]
      33/80      0.94G     0.9977      1.622     0.6441      1.244          9        640:  53%|█████▎    | 275/519 [02:07<02:05,  1.94it/s]
      33/80      0.94G     0.9987      1.626     0.6448      1.245         10        640:  53%|█████▎    | 275/519 [02:07<02:05,  1.94it/s]
      33/80      0.94G     0.9987      1.626     0.6448      1.245         10        640:  53%|█████▎    | 276/519 [02:07<01:45,  2.30it/s]
      33/80      0.94G     0.9988      1.627     0.6451      1.245         10        640:  53%|█████▎    | 276/519 [02:08<01:45,  2.30it/s]
      33/80      0.94G     0.9988      1.627     0.6451      1.245         10        640:  53%|█████▎    | 277/519 [02:08<01:53,  2.14it/s]
      33/80      0.94G      0.999      1.629     0.6454      1.245         13        640:  53%|█████▎    | 277/519 [02:09<01:53,  2.14it/s]
      33/80      0.94G      0.999      1.629     0.6454      1.245         13        640:  54%|█████▎    | 278/519 [02:09<02:57,  1.36it/s]
      33/80      0.94G     0.9985      1.626     0.6446      1.245          5        640:  54%|█████▎    | 278/519 [02:10<02:57,  1.36it/s]
      33/80      0.94G     0.9985      1.626     0.6446      1.245          5        640:  54%|█████▍    | 279/519 [02:10<02:21,  1.70it/s]
      33/80      0.94G     0.9984      1.625     0.6444      1.245          8        640:  54%|█████▍    | 279/519 [02:10<02:21,  1.70it/s]
      33/80      0.94G     0.9984      1.625     0.6444      1.245          8        640:  54%|█████▍    | 280/519 [02:10<01:55,  2.07it/s]
      33/80      0.94G     0.9973      1.624     0.6435      1.244          7        640:  54%|█████▍    | 280/519 [02:10<01:55,  2.07it/s]
      33/80      0.94G     0.9973      1.624     0.6435      1.244          7        640:  54%|█████▍    | 281/519 [02:10<01:37,  2.44it/s]
      33/80      0.94G     0.9973      1.623     0.6436      1.244          8        640:  54%|█████▍    | 281/519 [02:11<01:37,  2.44it/s]
      33/80      0.94G     0.9973      1.623     0.6436      1.244          8        640:  54%|█████▍    | 282/519 [02:11<02:32,  1.55it/s]
      33/80      0.94G     0.9975      1.623     0.6436      1.244         12        640:  54%|█████▍    | 282/519 [02:11<02:32,  1.55it/s]
      33/80      0.94G     0.9975      1.623     0.6436      1.244         12        640:  55%|█████▍    | 283/519 [02:11<02:06,  1.86it/s]
      33/80      0.94G     0.9977      1.624      0.644      1.244          7        640:  55%|█████▍    | 283/519 [02:12<02:06,  1.86it/s]
      33/80      0.94G     0.9977      1.624      0.644      1.244          7        640:  55%|█████▍    | 284/519 [02:12<01:40,  2.33it/s]
      33/80      0.94G     0.9976      1.623     0.6437      1.244         10        640:  55%|█████▍    | 284/519 [02:12<01:40,  2.33it/s]
      33/80      0.94G     0.9976      1.623     0.6437      1.244         10        640:  55%|█████▍    | 285/519 [02:12<01:32,  2.52it/s]
      33/80      0.94G     0.9976      1.622     0.6436      1.244         10        640:  55%|█████▍    | 285/519 [02:13<01:32,  2.52it/s]
      33/80      0.94G     0.9976      1.622     0.6436      1.244         10        640:  55%|█████▌    | 286/519 [02:13<02:21,  1.64it/s]
      33/80      0.94G     0.9975      1.624     0.6436      1.244          7        640:  55%|█████▌    | 286/519 [02:13<02:21,  1.64it/s]
      33/80      0.94G     0.9975      1.624     0.6436      1.244          7        640:  55%|█████▌    | 287/519 [02:13<01:54,  2.03it/s]
      33/80      0.94G      0.998      1.625     0.6447      1.245         11        640:  55%|█████▌    | 287/519 [02:14<01:54,  2.03it/s]
      33/80      0.94G      0.998      1.625     0.6447      1.245         11        640:  55%|█████▌    | 288/519 [02:14<01:35,  2.41it/s]
      33/80      0.94G     0.9977      1.626     0.6449      1.245         12        640:  55%|█████▌    | 288/519 [02:14<01:35,  2.41it/s]
      33/80      0.94G     0.9977      1.626     0.6449      1.245         12        640:  56%|█████▌    | 289/519 [02:14<01:23,  2.76it/s]
      33/80      0.94G      0.997      1.625     0.6445      1.245         10        640:  56%|█████▌    | 289/519 [02:15<01:23,  2.76it/s]
      33/80      0.94G      0.997      1.625     0.6445      1.245         10        640:  56%|█████▌    | 290/519 [02:15<01:57,  1.95it/s]
      33/80      0.94G     0.9975      1.628     0.6442      1.245          9        640:  56%|█████▌    | 290/519 [02:15<01:57,  1.95it/s]
      33/80      0.94G     0.9975      1.628     0.6442      1.245          9        640:  56%|█████▌    | 291/519 [02:15<01:34,  2.41it/s]
      33/80      0.94G     0.9965      1.627     0.6439      1.244         12        640:  56%|█████▌    | 291/519 [02:15<01:34,  2.41it/s]
      33/80      0.94G     0.9965      1.627     0.6439      1.244         12        640:  56%|█████▋    | 292/519 [02:15<01:21,  2.79it/s]
      33/80      0.94G     0.9963      1.628     0.6438      1.244         13        640:  56%|█████▋    | 292/519 [02:15<01:21,  2.79it/s]
      33/80      0.94G     0.9963      1.628     0.6438      1.244         13        640:  56%|█████▋    | 293/519 [02:15<01:11,  3.16it/s]
      33/80      0.94G     0.9956      1.628     0.6437      1.244         15        640:  56%|█████▋    | 293/519 [02:16<01:11,  3.16it/s]
      33/80      0.94G     0.9956      1.628     0.6437      1.244         15        640:  57%|█████▋    | 294/519 [02:16<01:55,  1.94it/s]
      33/80      0.94G     0.9948      1.627     0.6438      1.243         14        640:  57%|█████▋    | 294/519 [02:17<01:55,  1.94it/s]
      33/80      0.94G     0.9948      1.627     0.6438      1.243         14        640:  57%|█████▋    | 295/519 [02:17<01:37,  2.29it/s]
      33/80      0.94G     0.9947      1.626      0.644      1.243          8        640:  57%|█████▋    | 295/519 [02:17<01:37,  2.29it/s]
      33/80      0.94G     0.9947      1.626      0.644      1.243          8        640:  57%|█████▋    | 296/519 [02:17<01:24,  2.65it/s]
      33/80      0.94G     0.9948      1.628     0.6442      1.243         11        640:  57%|█████▋    | 296/519 [02:17<01:24,  2.65it/s]
      33/80      0.94G     0.9948      1.628     0.6442      1.243         11        640:  57%|█████▋    | 297/519 [02:17<01:19,  2.80it/s]
      33/80      0.94G      0.994      1.627     0.6435      1.243          9        640:  57%|█████▋    | 297/519 [02:18<01:19,  2.80it/s]
      33/80      0.94G      0.994      1.627     0.6435      1.243          9        640:  57%|█████▋    | 298/519 [02:18<01:56,  1.89it/s]
      33/80      0.94G     0.9953      1.628     0.6438      1.243          9        640:  57%|█████▋    | 298/519 [02:18<01:56,  1.89it/s]
      33/80      0.94G     0.9953      1.628     0.6438      1.243          9        640:  58%|█████▊    | 299/519 [02:18<01:41,  2.17it/s]
      33/80      0.94G     0.9958      1.628     0.6438      1.244         12        640:  58%|█████▊    | 299/519 [02:18<01:41,  2.17it/s]
      33/80      0.94G     0.9958      1.628     0.6438      1.244         12        640:  58%|█████▊    | 300/519 [02:18<01:24,  2.59it/s]
      33/80      0.94G     0.9966      1.629     0.6441      1.244         11        640:  58%|█████▊    | 300/519 [02:19<01:24,  2.59it/s]
      33/80      0.94G     0.9966      1.629     0.6441      1.244         11        640:  58%|█████▊    | 301/519 [02:19<01:43,  2.10it/s]
      33/80      0.94G     0.9964      1.629     0.6449      1.244         10        640:  58%|█████▊    | 301/519 [02:20<01:43,  2.10it/s]
      33/80      0.94G     0.9964      1.629     0.6449      1.244         10        640:  58%|█████▊    | 302/519 [02:20<02:08,  1.69it/s]
      33/80      0.94G      0.996      1.628     0.6453      1.243         10        640:  58%|█████▊    | 302/519 [02:20<02:08,  1.69it/s]
      33/80      0.94G      0.996      1.628     0.6453      1.243         10        640:  58%|█████▊    | 303/519 [02:20<01:40,  2.14it/s]
      33/80      0.94G     0.9964      1.628     0.6455      1.244          8        640:  58%|█████▊    | 303/519 [02:20<01:40,  2.14it/s]
      33/80      0.94G     0.9964      1.628     0.6455      1.244          8        640:  59%|█████▊    | 304/519 [02:20<01:25,  2.52it/s]
      33/80      0.94G     0.9955      1.628     0.6453      1.243         13        640:  59%|█████▊    | 304/519 [02:21<01:25,  2.52it/s]
      33/80      0.94G     0.9955      1.628     0.6453      1.243         13        640:  59%|█████▉    | 305/519 [02:21<01:32,  2.31it/s]
      33/80      0.94G     0.9963      1.629     0.6454      1.244         11        640:  59%|█████▉    | 305/519 [02:22<01:32,  2.31it/s]
      33/80      0.94G     0.9963      1.629     0.6454      1.244         11        640:  59%|█████▉    | 306/519 [02:22<01:54,  1.86it/s]
      33/80      0.94G     0.9967      1.629     0.6454      1.244         10        640:  59%|█████▉    | 306/519 [02:22<01:54,  1.86it/s]
      33/80      0.94G     0.9967      1.629     0.6454      1.244         10        640:  59%|█████▉    | 307/519 [02:22<01:31,  2.31it/s]
      33/80      0.94G     0.9963      1.629     0.6451      1.244         11        640:  59%|█████▉    | 307/519 [02:22<01:31,  2.31it/s]
      33/80      0.94G     0.9963      1.629     0.6451      1.244         11        640:  59%|█████▉    | 308/519 [02:22<01:19,  2.65it/s]
      33/80      0.94G     0.9953      1.628     0.6444      1.243          9        640:  59%|█████▉    | 308/519 [02:22<01:19,  2.65it/s]
      33/80      0.94G     0.9953      1.628     0.6444      1.243          9        640:  60%|█████▉    | 309/519 [02:22<01:12,  2.90it/s]
      33/80      0.94G     0.9948      1.627      0.644      1.243         14        640:  60%|█████▉    | 309/519 [02:23<01:12,  2.90it/s]
      33/80      0.94G     0.9948      1.627      0.644      1.243         14        640:  60%|█████▉    | 310/519 [02:23<01:52,  1.86it/s]
      33/80      0.94G      0.996      1.628      0.644      1.243          8        640:  60%|█████▉    | 310/519 [02:24<01:52,  1.86it/s]
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      33/80      0.94G     0.9966      1.629     0.6445      1.244          9        640:  60%|█████▉    | 311/519 [02:24<01:33,  2.23it/s]
      33/80      0.94G     0.9966      1.629     0.6445      1.244          9        640:  60%|██████    | 312/519 [02:24<01:20,  2.56it/s]
      33/80      0.94G     0.9971      1.629     0.6448      1.244         10        640:  60%|██████    | 312/519 [02:24<01:20,  2.56it/s]
      33/80      0.94G     0.9971      1.629     0.6448      1.244         10        640:  60%|██████    | 313/519 [02:24<01:29,  2.29it/s]
      33/80      0.94G      0.997      1.629     0.6444      1.244         13        640:  60%|██████    | 313/519 [02:25<01:29,  2.29it/s]
      33/80      0.94G      0.997      1.629     0.6444      1.244         13        640:  61%|██████    | 314/519 [02:25<01:50,  1.86it/s]
      33/80      0.94G     0.9967      1.628     0.6442      1.244         11        640:  61%|██████    | 314/519 [02:25<01:50,  1.86it/s]
      33/80      0.94G     0.9967      1.628     0.6442      1.244         11        640:  61%|██████    | 315/519 [02:25<01:26,  2.36it/s]
      33/80      0.94G     0.9971      1.628     0.6451      1.244         11        640:  61%|██████    | 315/519 [02:26<01:26,  2.36it/s]
      33/80      0.94G     0.9971      1.628     0.6451      1.244         11        640:  61%|██████    | 316/519 [02:26<01:16,  2.65it/s]
      33/80      0.94G     0.9976      1.629     0.6453      1.244          6        640:  61%|██████    | 316/519 [02:26<01:16,  2.65it/s]
      33/80      0.94G     0.9976      1.629     0.6453      1.244          6        640:  61%|██████    | 317/519 [02:26<01:36,  2.10it/s]
      33/80      0.94G     0.9977       1.63     0.6451      1.244         11        640:  61%|██████    | 317/519 [02:27<01:36,  2.10it/s]
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      33/80      0.94G     0.9968      1.629     0.6448      1.244          9        640:  61%|██████▏   | 318/519 [02:27<01:48,  1.85it/s]
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      33/80      0.94G     0.9966       1.63     0.6447      1.243         10        640:  61%|██████▏   | 319/519 [02:28<01:30,  2.22it/s]
      33/80      0.94G     0.9966       1.63     0.6447      1.243         10        640:  62%|██████▏   | 320/519 [02:28<01:20,  2.47it/s]
      33/80      0.94G     0.9968      1.632      0.645      1.244         11        640:  62%|██████▏   | 320/519 [02:28<01:20,  2.47it/s]
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      33/80      0.94G     0.9968      1.632     0.6459      1.244         13        640:  62%|██████▏   | 322/519 [02:29<01:31,  2.15it/s]
      33/80      0.94G     0.9981      1.634     0.6466      1.244         11        640:  62%|██████▏   | 322/519 [02:29<01:31,  2.15it/s]
      33/80      0.94G     0.9981      1.634     0.6466      1.244         11        640:  62%|██████▏   | 323/519 [02:29<01:21,  2.42it/s]
      33/80      0.94G     0.9982      1.634     0.6469      1.244         11        640:  62%|██████▏   | 323/519 [02:29<01:21,  2.42it/s]
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      33/80      0.94G     0.9987      1.635     0.6477      1.244         14        640:  62%|██████▏   | 324/519 [02:30<01:12,  2.70it/s]
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      33/80      0.94G     0.9975      1.633      0.647      1.243          8        640:  63%|██████▎   | 325/519 [02:31<01:23,  2.31it/s]
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      33/80      0.94G     0.9977      1.634     0.6477      1.243         13        640:  63%|██████▎   | 327/519 [02:31<01:29,  2.15it/s]
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      33/80      0.94G     0.9972      1.634     0.6475      1.242          9        640:  64%|██████▍   | 331/519 [02:33<01:30,  2.07it/s]
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      33/80      0.94G     0.9973      1.633     0.6473      1.243         11        640:  64%|██████▍   | 332/519 [02:34<01:17,  2.42it/s]
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      33/80      0.94G     0.9987      1.638     0.6483      1.244          9        640:  65%|██████▍   | 336/519 [02:35<01:02,  2.94it/s]
      33/80      0.94G     0.9993      1.637     0.6488      1.244         13        640:  65%|██████▍   | 336/519 [02:35<01:02,  2.94it/s]
      33/80      0.94G     0.9993      1.637     0.6488      1.244         13        640:  65%|██████▍   | 337/519 [02:35<01:11,  2.56it/s]
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      33/80      0.94G     0.9984      1.637     0.6481      1.244         11        640:  65%|██████▌   | 338/519 [02:36<01:35,  1.90it/s]
      33/80      0.94G     0.9977      1.637     0.6477      1.243         13        640:  65%|██████▌   | 338/519 [02:36<01:35,  1.90it/s]
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      33/80      0.94G     0.9975      1.636     0.6476      1.242         10        640:  66%|██████▌   | 341/519 [02:38<01:08,  2.59it/s]
      33/80      0.94G     0.9975      1.636     0.6476      1.242         10        640:  66%|██████▌   | 342/519 [02:38<01:31,  1.93it/s]
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      33/80      0.94G     0.9971      1.635     0.6489      1.242          9        640:  66%|██████▋   | 345/519 [02:39<01:14,  2.33it/s]
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      33/80      0.94G     0.9963      1.635     0.6486      1.241          9        640:  67%|██████▋   | 349/519 [02:42<01:28,  1.92it/s]
      33/80      0.94G      0.996      1.636      0.649      1.241          7        640:  67%|██████▋   | 349/519 [02:42<01:28,  1.92it/s]
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      33/80      0.94G     0.9963      1.636      0.649      1.241          8        640:  68%|██████▊   | 351/519 [02:43<01:40,  1.68it/s]
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      33/80      0.94G     0.9963      1.637      0.651      1.241         14        640:  68%|██████▊   | 353/519 [02:44<01:12,  2.30it/s]
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      33/80      0.94G     0.9964      1.637     0.6512      1.241         13        640:  69%|██████▊   | 356/519 [02:45<01:24,  1.92it/s]
      33/80      0.94G     0.9966      1.637     0.6512      1.241         14        640:  69%|██████▊   | 356/519 [02:45<01:24,  1.92it/s]
      33/80      0.94G     0.9966      1.637     0.6512      1.241         14        640:  69%|██████▉   | 357/519 [02:45<01:14,  2.19it/s]
      33/80      0.94G      0.996      1.636     0.6506       1.24         11        640:  69%|██████▉   | 357/519 [02:46<01:14,  2.19it/s]
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      33/80      0.94G     0.9962      1.636     0.6508       1.24         14        640:  69%|██████▉   | 358/519 [02:46<01:03,  2.54it/s]
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      33/80      0.94G     0.9959      1.635     0.6503       1.24         14        640:  69%|██████▉   | 359/519 [02:47<01:19,  2.00it/s]
      33/80      0.94G     0.9959      1.635     0.6503       1.24         14        640:  69%|██████▉   | 360/519 [02:47<01:10,  2.25it/s]
      33/80      0.94G     0.9953      1.634     0.6499      1.239         11        640:  69%|██████▉   | 360/519 [02:47<01:10,  2.25it/s]
      33/80      0.94G     0.9953      1.634     0.6499      1.239         11        640:  70%|██████▉   | 361/519 [02:47<01:03,  2.50it/s]
      33/80      0.94G      0.995      1.633     0.6502      1.239         10        640:  70%|██████▉   | 361/519 [02:47<01:03,  2.50it/s]
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      33/80      0.94G      0.995      1.634     0.6512       1.24          8        640:  70%|██████▉   | 363/519 [02:49<01:31,  1.71it/s]
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      33/80      0.94G     0.9945      1.634     0.6512       1.24         10        640:  70%|███████   | 364/519 [02:49<01:15,  2.05it/s]
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      33/80      0.94G     0.9939      1.634     0.6514       1.24         10        640:  70%|███████   | 365/519 [02:49<01:05,  2.34it/s]
      33/80      0.94G     0.9939      1.634     0.6514       1.24         10        640:  71%|███████   | 366/519 [02:49<00:59,  2.58it/s]
      33/80      0.94G     0.9942      1.632     0.6516       1.24          7        640:  71%|███████   | 366/519 [02:51<00:59,  2.58it/s]
      33/80      0.94G     0.9942      1.632     0.6516       1.24          7        640:  71%|███████   | 367/519 [02:51<01:53,  1.34it/s]
      33/80      0.94G     0.9944      1.633     0.6516       1.24         10        640:  71%|███████   | 367/519 [02:51<01:53,  1.34it/s]
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      33/80      0.94G     0.9944      1.634     0.6511       1.24          8        640:  71%|███████   | 368/519 [02:51<01:30,  1.67it/s]
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      33/80      0.94G     0.9954      1.636     0.6512      1.241         14        640:  71%|███████   | 369/519 [02:51<01:09,  2.15it/s]
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      33/80      0.94G     0.9946      1.635      0.651       1.24         11        640:  71%|███████▏  | 370/519 [02:52<00:59,  2.50it/s]
      33/80      0.94G     0.9946      1.635      0.651       1.24         11        640:  71%|███████▏  | 371/519 [02:52<01:11,  2.06it/s]
      33/80      0.94G     0.9946      1.637     0.6514      1.241         12        640:  71%|███████▏  | 371/519 [02:52<01:11,  2.06it/s]
      33/80      0.94G     0.9946      1.637     0.6514      1.241         12        640:  72%|███████▏  | 372/519 [02:52<01:00,  2.44it/s]
      33/80      0.94G     0.9947       1.64     0.6515      1.241         12        640:  72%|███████▏  | 372/519 [02:53<01:00,  2.44it/s]
      33/80      0.94G     0.9947       1.64     0.6515      1.241         12        640:  72%|███████▏  | 373/519 [02:53<00:55,  2.64it/s]
      33/80      0.94G      0.994      1.638     0.6511      1.241         12        640:  72%|███████▏  | 373/519 [02:53<00:55,  2.64it/s]
      33/80      0.94G      0.994      1.638     0.6511      1.241         12        640:  72%|███████▏  | 374/519 [02:53<00:46,  3.10it/s]
      33/80      0.94G     0.9941      1.638      0.651      1.241          8        640:  72%|███████▏  | 374/519 [02:54<00:46,  3.10it/s]
      33/80      0.94G     0.9941      1.638      0.651      1.241          8        640:  72%|███████▏  | 375/519 [02:54<01:17,  1.86it/s]
      33/80      0.94G     0.9942      1.637     0.6506       1.24         11        640:  72%|███████▏  | 375/519 [02:54<01:17,  1.86it/s]
      33/80      0.94G     0.9942      1.637     0.6506       1.24         11        640:  72%|███████▏  | 376/519 [02:54<01:04,  2.20it/s]
      33/80      0.94G     0.9946      1.637     0.6505      1.241          9        640:  72%|███████▏  | 376/519 [02:54<01:04,  2.20it/s]
      33/80      0.94G     0.9946      1.637     0.6505      1.241          9        640:  73%|███████▎  | 377/519 [02:54<00:53,  2.64it/s]
      33/80      0.94G      0.995      1.638     0.6509      1.241         11        640:  73%|███████▎  | 377/519 [02:55<00:53,  2.64it/s]
      33/80      0.94G      0.995      1.638     0.6509      1.241         11        640:  73%|███████▎  | 378/519 [02:55<00:50,  2.80it/s]
      33/80      0.94G     0.9957      1.641     0.6523      1.242          8        640:  73%|███████▎  | 378/519 [02:56<00:50,  2.80it/s]
      33/80      0.94G     0.9957      1.641     0.6523      1.242          8        640:  73%|███████▎  | 379/519 [02:56<01:19,  1.77it/s]
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      33/80      0.94G     0.9971      1.642     0.6538      1.243          8        640:  73%|███████▎  | 380/519 [02:56<01:05,  2.11it/s]
      33/80      0.94G     0.9971      1.642     0.6538      1.243          8        640:  73%|███████▎  | 381/519 [02:56<00:59,  2.33it/s]
      33/80      0.94G     0.9973      1.644     0.6544      1.243         10        640:  73%|███████▎  | 381/519 [02:57<00:59,  2.33it/s]
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      33/80      0.94G     0.9978      1.645     0.6544      1.243         11        640:  74%|███████▍  | 383/519 [02:58<01:19,  1.71it/s]
      33/80      0.94G     0.9974      1.645     0.6545      1.243         10        640:  74%|███████▍  | 383/519 [02:58<01:19,  1.71it/s]
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      33/80      0.94G     0.9964      1.642      0.655      1.243          6        640:  75%|███████▍  | 387/519 [03:00<01:17,  1.71it/s]
      33/80      0.94G     0.9964      1.642      0.655      1.243          6        640:  75%|███████▍  | 388/519 [03:00<01:01,  2.14it/s]
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      33/80      0.94G      0.994      1.641     0.6551      1.239          8        640:  81%|████████  | 421/519 [03:16<00:34,  2.81it/s]
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      33/80      0.94G     0.9929      1.639     0.6549      1.238          9        640:  82%|████████▏ | 424/519 [03:17<00:46,  2.04it/s]
      33/80      0.94G     0.9929      1.639     0.6549      1.238          9        640:  82%|████████▏ | 425/519 [03:17<00:39,  2.38it/s]
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      33/80      0.94G     0.9934       1.64     0.6554      1.238         13        640:  82%|████████▏ | 427/519 [03:18<00:44,  2.08it/s]
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      33/80      0.94G     0.9927      1.639     0.6552      1.238          6        640:  83%|████████▎ | 431/519 [03:19<00:36,  2.40it/s]
      33/80      0.94G     0.9929      1.642     0.6559      1.238         12        640:  83%|████████▎ | 431/519 [03:20<00:36,  2.40it/s]
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      33/80      0.94G     0.9928      1.641     0.6564      1.239          9        640:  84%|████████▎ | 434/519 [03:21<00:46,  1.84it/s]
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      33/80      0.94G      0.993      1.642     0.6564      1.239          9        640:  84%|████████▍ | 438/519 [03:23<00:51,  1.58it/s]
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      33/80      0.94G     0.9922      1.639     0.6555      1.239         12        640:  85%|████████▍ | 440/519 [03:24<00:34,  2.27it/s]
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      33/80      0.94G     0.9926      1.639     0.6556      1.238          9        640:  85%|████████▍ | 441/519 [03:25<00:29,  2.66it/s]
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      33/80      0.94G     0.9932      1.641     0.6557      1.238          9        640:  86%|████████▌ | 446/519 [03:27<00:32,  2.24it/s]
      33/80      0.94G     0.9932      1.641     0.6557      1.238          9        640:  86%|████████▌ | 447/519 [03:27<00:31,  2.29it/s]
      33/80      0.94G     0.9946      1.642     0.6562      1.239         11        640:  86%|████████▌ | 447/519 [03:27<00:31,  2.29it/s]
      33/80      0.94G     0.9946      1.642     0.6562      1.239         11        640:  86%|████████▋ | 448/519 [03:27<00:26,  2.70it/s]
      33/80      0.94G     0.9942      1.642     0.6568      1.239         10        640:  86%|████████▋ | 448/519 [03:27<00:26,  2.70it/s]
      33/80      0.94G     0.9942      1.642     0.6568      1.239         10        640:  87%|████████▋ | 449/519 [03:27<00:23,  2.95it/s]
      33/80      0.94G     0.9944      1.642     0.6569      1.239          7        640:  87%|████████▋ | 449/519 [03:28<00:23,  2.95it/s]
      33/80      0.94G     0.9944      1.642     0.6569      1.239          7        640:  87%|████████▋ | 450/519 [03:28<00:25,  2.70it/s]
      33/80      0.94G     0.9939      1.641     0.6565      1.239         11        640:  87%|████████▋ | 450/519 [03:29<00:25,  2.70it/s]
      33/80      0.94G     0.9939      1.641     0.6565      1.239         11        640:  87%|████████▋ | 451/519 [03:29<00:36,  1.86it/s]
      33/80      0.94G     0.9929       1.64     0.6559      1.238          7        640:  87%|████████▋ | 451/519 [03:29<00:36,  1.86it/s]
      33/80      0.94G     0.9929       1.64     0.6559      1.238          7        640:  87%|████████▋ | 452/519 [03:29<00:29,  2.30it/s]
      33/80      0.94G     0.9923      1.639     0.6554      1.238         10        640:  87%|████████▋ | 452/519 [03:29<00:29,  2.30it/s]
      33/80      0.94G     0.9923      1.639     0.6554      1.238         10        640:  87%|████████▋ | 453/519 [03:29<00:24,  2.68it/s]
      33/80      0.94G     0.9926       1.64     0.6555      1.238          7        640:  87%|████████▋ | 453/519 [03:29<00:24,  2.68it/s]
      33/80      0.94G     0.9926       1.64     0.6555      1.238          7        640:  87%|████████▋ | 454/519 [03:29<00:23,  2.74it/s]
      33/80      0.94G     0.9926      1.639     0.6553      1.238         10        640:  87%|████████▋ | 454/519 [03:30<00:23,  2.74it/s]
      33/80      0.94G     0.9926      1.639     0.6553      1.238         10        640:  88%|████████▊ | 455/519 [03:30<00:35,  1.80it/s]
      33/80      0.94G     0.9927      1.639     0.6555      1.238         10        640:  88%|████████▊ | 455/519 [03:31<00:35,  1.80it/s]
      33/80      0.94G     0.9927      1.639     0.6555      1.238         10        640:  88%|████████▊ | 456/519 [03:31<00:29,  2.14it/s]
      33/80      0.94G     0.9927      1.639     0.6557      1.238         13        640:  88%|████████▊ | 456/519 [03:31<00:29,  2.14it/s]
      33/80      0.94G     0.9927      1.639     0.6557      1.238         13        640:  88%|████████▊ | 457/519 [03:31<00:24,  2.48it/s]
      33/80      0.94G      0.993      1.639     0.6558      1.238         12        640:  88%|████████▊ | 457/519 [03:31<00:24,  2.48it/s]
      33/80      0.94G      0.993      1.639     0.6558      1.238         12        640:  88%|████████▊ | 458/519 [03:31<00:24,  2.49it/s]
      33/80      0.94G     0.9927      1.638     0.6556      1.237         11        640:  88%|████████▊ | 458/519 [03:32<00:24,  2.49it/s]
      33/80      0.94G     0.9927      1.638     0.6556      1.237         11        640:  88%|████████▊ | 459/519 [03:32<00:39,  1.54it/s]
      33/80      0.94G      0.994      1.639     0.6557      1.238          8        640:  88%|████████▊ | 459/519 [03:33<00:39,  1.54it/s]
      33/80      0.94G      0.994      1.639     0.6557      1.238          8        640:  89%|████████▊ | 460/519 [03:33<00:30,  1.92it/s]
      33/80      0.94G     0.9943       1.64     0.6561      1.239          9        640:  89%|████████▊ | 460/519 [03:33<00:30,  1.92it/s]
      33/80      0.94G     0.9943       1.64     0.6561      1.239          9        640:  89%|████████▉ | 461/519 [03:33<00:26,  2.17it/s]
      33/80      0.94G     0.9939      1.639     0.6558      1.238         11        640:  89%|████████▉ | 461/519 [03:33<00:26,  2.17it/s]
      33/80      0.94G     0.9939      1.639     0.6558      1.238         11        640:  89%|████████▉ | 462/519 [03:33<00:23,  2.46it/s]
      33/80      0.94G     0.9935      1.641      0.656      1.238          8        640:  89%|████████▉ | 462/519 [03:34<00:23,  2.46it/s]
      33/80      0.94G     0.9935      1.641      0.656      1.238          8        640:  89%|████████▉ | 463/519 [03:34<00:28,  1.98it/s]
      33/80      0.94G     0.9932       1.64     0.6556      1.238         13        640:  89%|████████▉ | 463/519 [03:34<00:28,  1.98it/s]
      33/80      0.94G     0.9932       1.64     0.6556      1.238         13        640:  89%|████████▉ | 464/519 [03:34<00:23,  2.30it/s]
      33/80      0.94G     0.9931       1.64     0.6554      1.238         11        640:  89%|████████▉ | 464/519 [03:34<00:23,  2.30it/s]
      33/80      0.94G     0.9931       1.64     0.6554      1.238         11        640:  90%|████████▉ | 465/519 [03:34<00:19,  2.70it/s]
      33/80      0.94G     0.9926       1.64     0.6552      1.237         10        640:  90%|████████▉ | 465/519 [03:35<00:19,  2.70it/s]
      33/80      0.94G     0.9926       1.64     0.6552      1.237         10        640:  90%|████████▉ | 466/519 [03:35<00:17,  3.04it/s]
      33/80      0.94G     0.9937      1.641     0.6565      1.238          9        640:  90%|████████▉ | 466/519 [03:36<00:17,  3.04it/s]
      33/80      0.94G     0.9937      1.641     0.6565      1.238          9        640:  90%|████████▉ | 467/519 [03:36<00:30,  1.70it/s]
      33/80      0.94G     0.9935      1.641     0.6563      1.238         13        640:  90%|████████▉ | 467/519 [03:36<00:30,  1.70it/s]
      33/80      0.94G     0.9935      1.641     0.6563      1.238         13        640:  90%|█████████ | 468/519 [03:36<00:24,  2.08it/s]
      33/80      0.94G     0.9942      1.643     0.6573      1.238         10        640:  90%|█████████ | 468/519 [03:36<00:24,  2.08it/s]
      33/80      0.94G     0.9942      1.643     0.6573      1.238         10        640:  90%|█████████ | 469/519 [03:36<00:21,  2.38it/s]
      33/80      0.94G     0.9945      1.644     0.6579      1.239          8        640:  90%|█████████ | 469/519 [03:37<00:21,  2.38it/s]
      33/80      0.94G     0.9945      1.644     0.6579      1.239          8        640:  91%|█████████ | 470/519 [03:37<00:17,  2.80it/s]
      33/80      0.94G     0.9938      1.643     0.6574      1.239         12        640:  91%|█████████ | 470/519 [03:37<00:17,  2.80it/s]
      33/80      0.94G     0.9938      1.643     0.6574      1.239         12        640:  91%|█████████ | 471/519 [03:37<00:23,  2.01it/s]
      33/80      0.94G     0.9946      1.643     0.6576      1.239         10        640:  91%|█████████ | 471/519 [03:38<00:23,  2.01it/s]
      33/80      0.94G     0.9946      1.643     0.6576      1.239         10        640:  91%|█████████ | 472/519 [03:38<00:20,  2.27it/s]
      33/80      0.94G     0.9951      1.645     0.6575       1.24         12        640:  91%|█████████ | 472/519 [03:38<00:20,  2.27it/s]
      33/80      0.94G     0.9951      1.645     0.6575       1.24         12        640:  91%|█████████ | 473/519 [03:38<00:17,  2.65it/s]
      33/80      0.94G     0.9951      1.645     0.6574       1.24         12        640:  91%|█████████ | 473/519 [03:38<00:17,  2.65it/s]
      33/80      0.94G     0.9951      1.645     0.6574       1.24         12        640:  91%|█████████▏| 474/519 [03:38<00:14,  3.05it/s]
      33/80      0.94G     0.9959      1.647     0.6578       1.24         11        640:  91%|█████████▏| 474/519 [03:39<00:14,  3.05it/s]
      33/80      0.94G     0.9959      1.647     0.6578       1.24         11        640:  92%|█████████▏| 475/519 [03:39<00:17,  2.55it/s]
      33/80      0.94G     0.9959      1.647     0.6582       1.24         11        640:  92%|█████████▏| 475/519 [03:39<00:17,  2.55it/s]
      33/80      0.94G     0.9959      1.647     0.6582       1.24         11        640:  92%|█████████▏| 476/519 [03:39<00:15,  2.69it/s]
      33/80      0.94G     0.9962      1.647     0.6581      1.241         10        640:  92%|█████████▏| 476/519 [03:39<00:15,  2.69it/s]
      33/80      0.94G     0.9962      1.647     0.6581      1.241         10        640:  92%|█████████▏| 477/519 [03:39<00:16,  2.62it/s]
      33/80      0.94G     0.9963      1.649     0.6581      1.241         10        640:  92%|█████████▏| 477/519 [03:40<00:16,  2.62it/s]
      33/80      0.94G     0.9963      1.649     0.6581      1.241         10        640:  92%|█████████▏| 478/519 [03:40<00:14,  2.90it/s]
      33/80      0.94G     0.9968       1.65     0.6589      1.241         12        640:  92%|█████████▏| 478/519 [03:41<00:14,  2.90it/s]
      33/80      0.94G     0.9968       1.65     0.6589      1.241         12        640:  92%|█████████▏| 479/519 [03:41<00:19,  2.08it/s]
      33/80      0.94G     0.9967       1.65     0.6587      1.241          9        640:  92%|█████████▏| 479/519 [03:41<00:19,  2.08it/s]
      33/80      0.94G     0.9967       1.65     0.6587      1.241          9        640:  92%|█████████▏| 480/519 [03:41<00:15,  2.49it/s]
      33/80      0.94G     0.9969      1.649     0.6589      1.241         11        640:  92%|█████████▏| 480/519 [03:41<00:15,  2.49it/s]
      33/80      0.94G     0.9969      1.649     0.6589      1.241         11        640:  93%|█████████▎| 481/519 [03:41<00:14,  2.65it/s]
      33/80      0.94G     0.9982       1.65     0.6592      1.242          6        640:  93%|█████████▎| 481/519 [03:42<00:14,  2.65it/s]
      33/80      0.94G     0.9982       1.65     0.6592      1.242          6        640:  93%|█████████▎| 482/519 [03:42<00:18,  2.01it/s]
      33/80      0.94G     0.9985       1.65     0.6593      1.243         11        640:  93%|█████████▎| 482/519 [03:42<00:18,  2.01it/s]
      33/80      0.94G     0.9985       1.65     0.6593      1.243         11        640:  93%|█████████▎| 483/519 [03:42<00:16,  2.20it/s]
      33/80      0.94G     0.9985      1.651     0.6591      1.243         12        640:  93%|█████████▎| 483/519 [03:43<00:16,  2.20it/s]
      33/80      0.94G     0.9985      1.651     0.6591      1.243         12        640:  93%|█████████▎| 484/519 [03:43<00:16,  2.17it/s]
      33/80      0.94G     0.9989      1.651     0.6589      1.243         10        640:  93%|█████████▎| 484/519 [03:43<00:16,  2.17it/s]
      33/80      0.94G     0.9989      1.651     0.6589      1.243         10        640:  93%|█████████▎| 485/519 [03:43<00:17,  1.96it/s]
      33/80      0.94G     0.9989       1.65     0.6586      1.243         10        640:  93%|█████████▎| 485/519 [03:44<00:17,  1.96it/s]
      33/80      0.94G     0.9989       1.65     0.6586      1.243         10        640:  94%|█████████▎| 486/519 [03:44<00:14,  2.32it/s]
      33/80      0.94G     0.9989       1.65     0.6584      1.243          8        640:  94%|█████████▎| 486/519 [03:44<00:14,  2.32it/s]
      33/80      0.94G     0.9989       1.65     0.6584      1.243          8        640:  94%|█████████▍| 487/519 [03:44<00:15,  2.08it/s]
      33/80      0.94G     0.9989      1.651     0.6582      1.243          8        640:  94%|█████████▍| 487/519 [03:45<00:15,  2.08it/s]
      33/80      0.94G     0.9989      1.651     0.6582      1.243          8        640:  94%|█████████▍| 488/519 [03:45<00:16,  1.89it/s]
      33/80      0.94G     0.9981      1.651     0.6579      1.243          7        640:  94%|█████████▍| 488/519 [03:45<00:16,  1.89it/s]
      33/80      0.94G     0.9981      1.651     0.6579      1.243          7        640:  94%|█████████▍| 489/519 [03:45<00:13,  2.20it/s]
      33/80      0.94G     0.9985      1.653     0.6579      1.243         15        640:  94%|█████████▍| 489/519 [03:46<00:13,  2.20it/s]
      33/80      0.94G     0.9985      1.653     0.6579      1.243         15        640:  94%|█████████▍| 490/519 [03:46<00:15,  1.92it/s]
      33/80      0.94G     0.9984      1.653     0.6583      1.243         14        640:  94%|█████████▍| 490/519 [03:46<00:15,  1.92it/s]
      33/80      0.94G     0.9984      1.653     0.6583      1.243         14        640:  95%|█████████▍| 491/519 [03:46<00:14,  1.90it/s]
      33/80      0.94G     0.9992      1.653     0.6588      1.243         12        640:  95%|█████████▍| 491/519 [03:46<00:14,  1.90it/s]
      33/80      0.94G     0.9992      1.653     0.6588      1.243         12        640:  95%|█████████▍| 492/519 [03:46<00:11,  2.36it/s]
      33/80      0.94G     0.9992      1.654     0.6592      1.243         11        640:  95%|█████████▍| 492/519 [03:47<00:11,  2.36it/s]
      33/80      0.94G     0.9992      1.654     0.6592      1.243         11        640:  95%|█████████▍| 493/519 [03:47<00:10,  2.51it/s]
      33/80      0.94G          1      1.655     0.6592      1.243          6        640:  95%|█████████▍| 493/519 [03:47<00:10,  2.51it/s]
      33/80      0.94G          1      1.655     0.6592      1.243          6        640:  95%|█████████▌| 494/519 [03:47<00:10,  2.32it/s]
      33/80      0.94G      1.001      1.655     0.6592      1.244          9        640:  95%|█████████▌| 494/519 [03:49<00:10,  2.32it/s]
      33/80      0.94G      1.001      1.655     0.6592      1.244          9        640:  95%|█████████▌| 495/519 [03:49<00:16,  1.43it/s]
      33/80      0.94G          1      1.654     0.6589      1.243         11        640:  95%|█████████▌| 495/519 [03:49<00:16,  1.43it/s]
      33/80      0.94G          1      1.654     0.6589      1.243         11        640:  96%|█████████▌| 496/519 [03:49<00:12,  1.80it/s]
      33/80      0.94G      1.001      1.656     0.6604      1.244         11        640:  96%|█████████▌| 496/519 [03:49<00:12,  1.80it/s]
      33/80      0.94G      1.001      1.656     0.6604      1.244         11        640:  96%|█████████▌| 497/519 [03:49<00:12,  1.73it/s]
      33/80      0.94G      1.001      1.655       0.66      1.244          7        640:  96%|█████████▌| 497/519 [03:50<00:12,  1.73it/s]
      33/80      0.94G      1.001      1.655       0.66      1.244          7        640:  96%|█████████▌| 498/519 [03:50<00:09,  2.11it/s]
      33/80      0.94G      1.001      1.654     0.6597      1.244         10        640:  96%|█████████▌| 498/519 [03:50<00:09,  2.11it/s]
      33/80      0.94G      1.001      1.654     0.6597      1.244         10        640:  96%|█████████▌| 499/519 [03:50<00:07,  2.53it/s]
      33/80      0.94G      1.002      1.654     0.6592      1.245          5        640:  96%|█████████▌| 499/519 [03:50<00:07,  2.53it/s]
      33/80      0.94G      1.002      1.654     0.6592      1.245          5        640:  96%|█████████▋| 500/519 [03:50<00:06,  2.77it/s]
      33/80      0.94G      1.001      1.654     0.6587      1.245          7        640:  96%|█████████▋| 500/519 [03:51<00:06,  2.77it/s]
      33/80      0.94G      1.001      1.654     0.6587      1.245          7        640:  97%|█████████▋| 501/519 [03:51<00:11,  1.60it/s]
      33/80      0.94G      1.001      1.654     0.6584      1.245         13        640:  97%|█████████▋| 501/519 [03:52<00:11,  1.60it/s]
      33/80      0.94G      1.001      1.654     0.6584      1.245         13        640:  97%|█████████▋| 502/519 [03:52<00:08,  1.92it/s]
      33/80      0.94G      1.001      1.654     0.6581      1.244         11        640:  97%|█████████▋| 502/519 [03:52<00:08,  1.92it/s]
      33/80      0.94G      1.001      1.654     0.6581      1.244         11        640:  97%|█████████▋| 503/519 [03:52<00:06,  2.32it/s]
      33/80      0.94G      1.001      1.654      0.658      1.244         10        640:  97%|█████████▋| 503/519 [03:52<00:06,  2.32it/s]
      33/80      0.94G      1.001      1.654      0.658      1.244         10        640:  97%|█████████▋| 504/519 [03:52<00:05,  2.61it/s]
      33/80      0.94G      1.001      1.653     0.6576      1.244          9        640:  97%|█████████▋| 504/519 [03:53<00:05,  2.61it/s]
      33/80      0.94G      1.001      1.653     0.6576      1.244          9        640:  97%|█████████▋| 505/519 [03:53<00:05,  2.69it/s]
      33/80      0.94G          1      1.652     0.6573      1.244         14        640:  97%|█████████▋| 505/519 [03:54<00:05,  2.69it/s]
      33/80      0.94G          1      1.652     0.6573      1.244         14        640:  97%|█████████▋| 506/519 [03:54<00:09,  1.44it/s]
      33/80      0.94G      1.001      1.654     0.6576      1.244          8        640:  97%|█████████▋| 506/519 [03:54<00:09,  1.44it/s]
      33/80      0.94G      1.001      1.654     0.6576      1.244          8        640:  98%|█████████▊| 507/519 [03:54<00:06,  1.87it/s]
      33/80      0.94G      1.001      1.654     0.6576      1.244         14        640:  98%|█████████▊| 507/519 [03:54<00:06,  1.87it/s]
      33/80      0.94G      1.001      1.654     0.6576      1.244         14        640:  98%|█████████▊| 508/519 [03:54<00:04,  2.24it/s]
      33/80      0.94G      1.001      1.654     0.6573      1.244         15        640:  98%|█████████▊| 508/519 [03:55<00:04,  2.24it/s]
      33/80      0.94G      1.001      1.654     0.6573      1.244         15        640:  98%|█████████▊| 509/519 [03:55<00:04,  2.47it/s]
      33/80      0.94G      1.001      1.654     0.6574      1.244         13        640:  98%|█████████▊| 509/519 [03:56<00:04,  2.47it/s]
      33/80      0.94G      1.001      1.654     0.6574      1.244         13        640:  98%|█████████▊| 510/519 [03:56<00:06,  1.50it/s]
      33/80      0.94G      1.001      1.655     0.6578      1.244         12        640:  98%|█████████▊| 510/519 [03:56<00:06,  1.50it/s]
      33/80      0.94G      1.001      1.655     0.6578      1.244         12        640:  98%|█████████▊| 511/519 [03:56<00:04,  1.84it/s]
      33/80      0.94G      1.001      1.655     0.6575      1.244         10        640:  98%|█████████▊| 511/519 [03:57<00:04,  1.84it/s]
      33/80      0.94G      1.001      1.655     0.6575      1.244         10        640:  99%|█████████▊| 512/519 [03:57<00:03,  2.18it/s]
      33/80      0.94G      1.001      1.655     0.6573      1.244          8        640:  99%|█████████▊| 512/519 [03:57<00:03,  2.18it/s]
      33/80      0.94G      1.001      1.655     0.6573      1.244          8        640:  99%|█████████▉| 513/519 [03:57<00:02,  2.63it/s]
      33/80      0.94G      1.001      1.655     0.6573      1.244         11        640:  99%|█████████▉| 513/519 [03:57<00:02,  2.63it/s]
      33/80      0.94G      1.001      1.655     0.6573      1.244         11        640:  99%|█████████▉| 514/519 [03:57<00:02,  2.20it/s]
      33/80      0.94G      1.002      1.656     0.6579      1.245          9        640:  99%|█████████▉| 514/519 [03:57<00:02,  2.20it/s]
      33/80      0.94G      1.002      1.656     0.6579      1.245          9        640:  99%|█████████▉| 515/519 [03:57<00:01,  2.80it/s]
      33/80      0.94G      1.002      1.658     0.6579      1.245         11        640:  99%|█████████▉| 515/519 [03:58<00:01,  2.80it/s]
      33/80      0.94G      1.003      1.658     0.6585      1.245          8        640:  99%|█████████▉| 515/519 [03:58<00:01,  2.80it/s]
      33/80      0.94G      1.003      1.658     0.6585      1.245          8        640: 100%|█████████▉| 517/519 [03:58<00:00,  4.16it/s]
      33/80      0.94G      1.002      1.658     0.6581      1.245         13        640: 100%|█████████▉| 517/519 [03:58<00:00,  4.16it/s]
      33/80      0.94G      1.002      1.658     0.6581      1.245         13        640: 100%|█████████▉| 518/519 [03:58<00:00,  3.82it/s]
      33/80      0.94G      1.002      1.657      0.658      1.244          7        640: 100%|█████████▉| 518/519 [03:58<00:00,  3.82it/s]
      33/80      0.94G      1.002      1.657      0.658      1.244          7        640: 100%|██████████| 519/519 [03:58<00:00,  2.17it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:48,  6.38s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:59,  2.85s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:06<01:41,  1.64s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:45,  1.31it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:07<00:27,  2.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:08<00:34,  1.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:08<00:31,  1.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:09<00:33,  1.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:09<00:29,  1.82it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:10<00:28,  1.83it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:28,  1.84it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:11<00:28,  1.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:28,  1.75it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:12<00:27,  1.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:27,  1.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:13<00:26,  1.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:25,  1.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:26,  1.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:15<00:26,  1.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:27,  1.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:27,  1.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:24,  1.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:18<00:21,  1.83it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:16,  2.39it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:12,  2.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:10,  3.58it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:08,  4.27it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:07,  4.84it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:19<00:05,  5.88it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:05,  6.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:03,  6.31it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  6.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.44it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.56it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  7.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:22<00:01,  8.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:00,  9.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  89%|████████▉ | 58/65 [00:22<00:00,  9.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  92%|█████████▏| 60/65 [00:22<00:00,  9.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:22<00:00,  9.84it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:23<00:00,  9.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.77it/s]
-                   all        519        519      0.953      0.948      0.982      0.737      0.953      0.948       0.98      0.706
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
      34/80      0.94G     0.8076      1.488     0.8697      1.256          7        640:   0%|          | 0/519 [00:03<?, ?it/s]
      34/80      0.94G     0.8076      1.488     0.8697      1.256          7        640:   0%|          | 1/519 [00:03<28:49,  3.34s/it]
      34/80      0.94G     0.8431      1.499     0.7099      1.145          9        640:   0%|          | 1/519 [00:03<28:49,  3.34s/it]
      34/80      0.94G     0.8431      1.499     0.7099      1.145          9        640:   0%|          | 2/519 [00:03<13:17,  1.54s/it]
      34/80      0.94G     0.8891      1.562     0.6804      1.175         11        640:   0%|          | 2/519 [00:03<13:17,  1.54s/it]
      34/80      0.94G     0.8891      1.562     0.6804      1.175         11        640:   1%|          | 3/519 [00:03<08:09,  1.05it/s]
      34/80      0.94G     0.8435      1.459      0.608      1.125          6        640:   1%|          | 3/519 [00:04<08:09,  1.05it/s]
      34/80      0.94G     0.8435      1.459      0.608      1.125          6        640:   1%|          | 4/519 [00:04<05:36,  1.53it/s]
      34/80      0.94G      0.866      1.484     0.5988      1.157          9        640:   1%|          | 4/519 [00:04<05:36,  1.53it/s]
      34/80      0.94G      0.866      1.484     0.5988      1.157          9        640:   1%|          | 5/519 [00:04<05:07,  1.67it/s]
      34/80      0.94G     0.8809      1.463     0.5779      1.145         13        640:   1%|          | 5/519 [00:05<05:07,  1.67it/s]
      34/80      0.94G     0.8809      1.463     0.5779      1.145         13        640:   1%|          | 6/519 [00:05<06:12,  1.38it/s]
      34/80      0.94G       0.92      1.503     0.6091      1.153         12        640:   1%|          | 6/519 [00:05<06:12,  1.38it/s]
      34/80      0.94G       0.92      1.503     0.6091      1.153         12        640:   1%|▏         | 7/519 [00:05<05:14,  1.63it/s]
      34/80      0.94G     0.9313      1.573     0.6007      1.166          9        640:   1%|▏         | 7/519 [00:06<05:14,  1.63it/s]
      34/80      0.94G     0.9313      1.573     0.6007      1.166          9        640:   2%|▏         | 8/519 [00:06<04:23,  1.94it/s]
      34/80      0.94G     0.9367      1.602     0.5941      1.169         10        640:   2%|▏         | 8/519 [00:06<04:23,  1.94it/s]
      34/80      0.94G     0.9367      1.602     0.5941      1.169         10        640:   2%|▏         | 9/519 [00:06<04:12,  2.02it/s]
      34/80      0.94G     0.9118      1.556     0.5799      1.155          8        640:   2%|▏         | 9/519 [00:07<04:12,  2.02it/s]
      34/80      0.94G     0.9118      1.556     0.5799      1.155          8        640:   2%|▏         | 10/519 [00:07<04:19,  1.96it/s]
      34/80      0.94G      0.923      1.544     0.5793      1.164         10        640:   2%|▏         | 10/519 [00:07<04:19,  1.96it/s]
      34/80      0.94G      0.923      1.544     0.5793      1.164         10        640:   2%|▏         | 11/519 [00:07<03:48,  2.23it/s]
      34/80      0.94G     0.9444       1.57     0.5821       1.18         12        640:   2%|▏         | 11/519 [00:08<03:48,  2.23it/s]
      34/80      0.94G     0.9444       1.57     0.5821       1.18         12        640:   2%|▏         | 12/519 [00:08<04:54,  1.72it/s]
      34/80      0.94G     0.9607      1.592     0.6043      1.192         12        640:   2%|▏         | 12/519 [00:08<04:54,  1.72it/s]
      34/80      0.94G     0.9607      1.592     0.6043      1.192         12        640:   3%|▎         | 13/519 [00:08<04:12,  2.01it/s]
      34/80      0.94G     0.9839       1.61     0.6383      1.207          5        640:   3%|▎         | 13/519 [00:10<04:12,  2.01it/s]
      34/80      0.94G     0.9839       1.61     0.6383      1.207          5        640:   3%|▎         | 14/519 [00:10<06:25,  1.31it/s]
      34/80      0.94G      1.003      1.636      0.667      1.223          8        640:   3%|▎         | 14/519 [00:10<06:25,  1.31it/s]
      34/80      0.94G      1.003      1.636      0.667      1.223          8        640:   3%|▎         | 15/519 [00:10<05:12,  1.61it/s]
      34/80      0.94G      1.017      1.651     0.6633      1.232         11        640:   3%|▎         | 15/519 [00:10<05:12,  1.61it/s]
      34/80      0.94G      1.017      1.651     0.6633      1.232         11        640:   3%|▎         | 16/519 [00:10<04:12,  2.00it/s]
      34/80      0.94G      1.019      1.658     0.6738      1.226         11        640:   3%|▎         | 16/519 [00:10<04:12,  2.00it/s]
      34/80      0.94G      1.019      1.658     0.6738      1.226         11        640:   3%|▎         | 17/519 [00:10<03:30,  2.39it/s]
      34/80      0.94G      1.028      1.664     0.6882      1.238         10        640:   3%|▎         | 17/519 [00:11<03:30,  2.39it/s]
      34/80      0.94G      1.028      1.664     0.6882      1.238         10        640:   3%|▎         | 18/519 [00:11<04:59,  1.67it/s]
      34/80      0.94G       1.04      1.681     0.7029      1.239         14        640:   3%|▎         | 18/519 [00:12<04:59,  1.67it/s]
      34/80      0.94G       1.04      1.681     0.7029      1.239         14        640:   4%|▎         | 19/519 [00:12<04:08,  2.01it/s]
      34/80      0.94G      1.022      1.656      0.694      1.229         14        640:   4%|▎         | 19/519 [00:12<04:08,  2.01it/s]
      34/80      0.94G      1.022      1.656      0.694      1.229         14        640:   4%|▍         | 20/519 [00:12<03:28,  2.40it/s]
      34/80      0.94G      1.036      1.663     0.7023      1.241         14        640:   4%|▍         | 20/519 [00:12<03:28,  2.40it/s]
      34/80      0.94G      1.036      1.663     0.7023      1.241         14        640:   4%|▍         | 21/519 [00:12<03:30,  2.36it/s]
      34/80      0.94G      1.026      1.638     0.6941       1.23         12        640:   4%|▍         | 21/519 [00:13<03:30,  2.36it/s]
      34/80      0.94G      1.026      1.638     0.6941       1.23         12        640:   4%|▍         | 22/519 [00:13<03:43,  2.22it/s]
      34/80      0.94G      1.036      1.637     0.7017       1.24         11        640:   4%|▍         | 22/519 [00:13<03:43,  2.22it/s]
      34/80      0.94G      1.036      1.637     0.7017       1.24         11        640:   4%|▍         | 23/519 [00:13<03:54,  2.12it/s]
      34/80      0.94G      1.041      1.639     0.7179      1.242         10        640:   4%|▍         | 23/519 [00:14<03:54,  2.12it/s]
      34/80      0.94G      1.041      1.639     0.7179      1.242         10        640:   5%|▍         | 24/519 [00:14<03:13,  2.55it/s]
      34/80      0.94G      1.041      1.645      0.715       1.24          9        640:   5%|▍         | 24/519 [00:14<03:13,  2.55it/s]
      34/80      0.94G      1.041      1.645      0.715       1.24          9        640:   5%|▍         | 25/519 [00:14<04:31,  1.82it/s]
      34/80      0.94G      1.046      1.647     0.7191      1.245         16        640:   5%|▍         | 25/519 [00:15<04:31,  1.82it/s]
      34/80      0.94G      1.046      1.647     0.7191      1.245         16        640:   5%|▌         | 26/519 [00:15<04:05,  2.01it/s]
      34/80      0.94G      1.053      1.642      0.722      1.244         12        640:   5%|▌         | 26/519 [00:15<04:05,  2.01it/s]
      34/80      0.94G      1.053      1.642      0.722      1.244         12        640:   5%|▌         | 27/519 [00:15<03:46,  2.17it/s]
      34/80      0.94G      1.046      1.631     0.7127      1.238         14        640:   5%|▌         | 27/519 [00:16<03:46,  2.17it/s]
      34/80      0.94G      1.046      1.631     0.7127      1.238         14        640:   5%|▌         | 28/519 [00:16<03:29,  2.35it/s]
      34/80      0.94G      1.039       1.63     0.7093      1.233         11        640:   5%|▌         | 28/519 [00:16<03:29,  2.35it/s]
      34/80      0.94G      1.039       1.63     0.7093      1.233         11        640:   6%|▌         | 29/519 [00:16<04:39,  1.75it/s]
      34/80      0.94G      1.032      1.619     0.7033      1.226         10        640:   6%|▌         | 29/519 [00:17<04:39,  1.75it/s]
      34/80      0.94G      1.032      1.619     0.7033      1.226         10        640:   6%|▌         | 30/519 [00:17<03:43,  2.19it/s]
      34/80      0.94G      1.035      1.605     0.7046      1.229          7        640:   6%|▌         | 30/519 [00:17<03:43,  2.19it/s]
      34/80      0.94G      1.035      1.605     0.7046      1.229          7        640:   6%|▌         | 31/519 [00:17<04:37,  1.76it/s]
      34/80      0.94G      1.027        1.6     0.7044      1.228          7        640:   6%|▌         | 31/519 [00:18<04:37,  1.76it/s]
      34/80      0.94G      1.027        1.6     0.7044      1.228          7        640:   6%|▌         | 32/519 [00:18<03:49,  2.13it/s]
      34/80      0.94G      1.036      1.615     0.7031       1.24          8        640:   6%|▌         | 32/519 [00:18<03:49,  2.13it/s]
      34/80      0.94G      1.036      1.615     0.7031       1.24          8        640:   6%|▋         | 33/519 [00:18<03:24,  2.37it/s]
      34/80      0.94G      1.034      1.615     0.7025      1.237         11        640:   6%|▋         | 33/519 [00:18<03:24,  2.37it/s]
      34/80      0.94G      1.034      1.615     0.7025      1.237         11        640:   7%|▋         | 34/519 [00:18<02:53,  2.80it/s]
      34/80      0.94G       1.03      1.617     0.6989      1.235         13        640:   7%|▋         | 34/519 [00:20<02:53,  2.80it/s]
      34/80      0.94G       1.03      1.617     0.6989      1.235         13        640:   7%|▋         | 35/519 [00:20<05:14,  1.54it/s]
      34/80      0.94G      1.028      1.616     0.6948      1.231         11        640:   7%|▋         | 35/519 [00:20<05:14,  1.54it/s]
      34/80      0.94G      1.028      1.616     0.6948      1.231         11        640:   7%|▋         | 36/519 [00:20<04:06,  1.96it/s]
      34/80      0.94G      1.024      1.605      0.694       1.23         10        640:   7%|▋         | 36/519 [00:20<04:06,  1.96it/s]
      34/80      0.94G      1.024      1.605      0.694       1.23         10        640:   7%|▋         | 37/519 [00:20<03:21,  2.39it/s]
      34/80      0.94G      1.025      1.611     0.6918      1.231          8        640:   7%|▋         | 37/519 [00:21<03:21,  2.39it/s]
      34/80      0.94G      1.025      1.611     0.6918      1.231          8        640:   7%|▋         | 38/519 [00:21<03:52,  2.07it/s]
      34/80      0.94G      1.018      1.609     0.6859      1.226         11        640:   7%|▋         | 38/519 [00:22<03:52,  2.07it/s]
      34/80      0.94G      1.018      1.609     0.6859      1.226         11        640:   8%|▊         | 39/519 [00:22<05:27,  1.47it/s]
      34/80      0.94G      1.011      1.596     0.6834      1.224          5        640:   8%|▊         | 39/519 [00:22<05:27,  1.47it/s]
      34/80      0.94G      1.011      1.596     0.6834      1.224          5        640:   8%|▊         | 40/519 [00:22<04:22,  1.82it/s]
      34/80      0.94G      1.007      1.606     0.6814      1.222         13        640:   8%|▊         | 40/519 [00:22<04:22,  1.82it/s]
      34/80      0.94G      1.007      1.606     0.6814      1.222         13        640:   8%|▊         | 41/519 [00:22<04:09,  1.92it/s]
      34/80      0.94G      1.006      1.602     0.6833       1.22         10        640:   8%|▊         | 41/519 [00:23<04:09,  1.92it/s]
      34/80      0.94G      1.006      1.602     0.6833       1.22         10        640:   8%|▊         | 42/519 [00:23<03:23,  2.35it/s]
      34/80      0.94G      1.009      1.611     0.6859      1.219         11        640:   8%|▊         | 42/519 [00:23<03:23,  2.35it/s]
      34/80      0.94G      1.009      1.611     0.6859      1.219         11        640:   8%|▊         | 43/519 [00:23<03:14,  2.45it/s]
      34/80      0.94G      1.016      1.627     0.6923      1.222         12        640:   8%|▊         | 43/519 [00:23<03:14,  2.45it/s]
      34/80      0.94G      1.016      1.627     0.6923      1.222         12        640:   8%|▊         | 44/519 [00:23<02:53,  2.74it/s]
      34/80      0.94G       1.01      1.622     0.6878      1.217         13        640:   8%|▊         | 44/519 [00:24<02:53,  2.74it/s]
      34/80      0.94G       1.01      1.622     0.6878      1.217         13        640:   9%|▊         | 45/519 [00:24<04:12,  1.87it/s]
      34/80      0.94G      1.007      1.626     0.6855      1.215         10        640:   9%|▊         | 45/519 [00:24<04:12,  1.87it/s]
      34/80      0.94G      1.007      1.626     0.6855      1.215         10        640:   9%|▉         | 46/519 [00:24<03:30,  2.25it/s]
      34/80      0.94G      1.005      1.627     0.6806      1.216          9        640:   9%|▉         | 46/519 [00:25<03:30,  2.25it/s]
      34/80      0.94G      1.005      1.627     0.6806      1.216          9        640:   9%|▉         | 47/519 [00:25<02:58,  2.64it/s]
      34/80      0.94G       1.01      1.632     0.6808       1.22          7        640:   9%|▉         | 47/519 [00:25<02:58,  2.64it/s]
      34/80      0.94G       1.01      1.632     0.6808       1.22          7        640:   9%|▉         | 48/519 [00:25<02:57,  2.66it/s]
      34/80      0.94G      1.016       1.63      0.683      1.224         14        640:   9%|▉         | 48/519 [00:26<02:57,  2.66it/s]
      34/80      0.94G      1.016       1.63      0.683      1.224         14        640:   9%|▉         | 49/519 [00:26<03:31,  2.22it/s]
      34/80      0.94G      1.021      1.636     0.6858      1.225         14        640:   9%|▉         | 49/519 [00:26<03:31,  2.22it/s]
      34/80      0.94G      1.021      1.636     0.6858      1.225         14        640:  10%|▉         | 50/519 [00:26<03:01,  2.59it/s]
      34/80      0.94G      1.016      1.635     0.6819      1.222         14        640:  10%|▉         | 50/519 [00:26<03:01,  2.59it/s]
      34/80      0.94G      1.016      1.635     0.6819      1.222         14        640:  10%|▉         | 51/519 [00:26<02:44,  2.85it/s]
      34/80      0.94G      1.013      1.635     0.6802      1.219         13        640:  10%|▉         | 51/519 [00:28<02:44,  2.85it/s]
      34/80      0.94G      1.013      1.635     0.6802      1.219         13        640:  10%|█         | 52/519 [00:28<06:09,  1.26it/s]
      34/80      0.94G      1.009      1.625     0.6789      1.216         13        640:  10%|█         | 52/519 [00:28<06:09,  1.26it/s]
      34/80      0.94G      1.009      1.625     0.6789      1.216         13        640:  10%|█         | 53/519 [00:28<04:56,  1.57it/s]
      34/80      0.94G      1.009      1.635     0.6774      1.218          8        640:  10%|█         | 53/519 [00:29<04:56,  1.57it/s]
      34/80      0.94G      1.009      1.635     0.6774      1.218          8        640:  10%|█         | 54/519 [00:29<04:07,  1.88it/s]
      34/80      0.94G      1.028      1.652     0.6898       1.23          6        640:  10%|█         | 54/519 [00:29<04:07,  1.88it/s]
      34/80      0.94G      1.028      1.652     0.6898       1.23          6        640:  11%|█         | 55/519 [00:29<03:23,  2.28it/s]
      34/80      0.94G      1.027      1.644      0.686       1.23         11        640:  11%|█         | 55/519 [00:30<03:23,  2.28it/s]
      34/80      0.94G      1.027      1.644      0.686       1.23         11        640:  11%|█         | 56/519 [00:30<05:21,  1.44it/s]
      34/80      0.94G      1.024      1.638     0.6819      1.228         14        640:  11%|█         | 56/519 [00:30<05:21,  1.44it/s]
      34/80      0.94G      1.024      1.638     0.6819      1.228         14        640:  11%|█         | 57/519 [00:30<04:12,  1.83it/s]
      34/80      0.94G      1.025      1.641     0.6819      1.232          7        640:  11%|█         | 57/519 [00:30<04:12,  1.83it/s]
      34/80      0.94G      1.025      1.641     0.6819      1.232          7        640:  11%|█         | 58/519 [00:30<03:24,  2.26it/s]
      34/80      0.94G      1.027      1.642     0.6807      1.233         10        640:  11%|█         | 58/519 [00:31<03:24,  2.26it/s]
      34/80      0.94G      1.027      1.642     0.6807      1.233         10        640:  11%|█▏        | 59/519 [00:31<02:56,  2.60it/s]
      34/80      0.94G       1.03      1.642     0.6827      1.235         10        640:  11%|█▏        | 59/519 [00:32<02:56,  2.60it/s]
      34/80      0.94G       1.03      1.642     0.6827      1.235         10        640:  12%|█▏        | 60/519 [00:32<05:15,  1.46it/s]
      34/80      0.94G      1.032      1.643     0.6827      1.238         12        640:  12%|█▏        | 60/519 [00:32<05:15,  1.46it/s]
      34/80      0.94G      1.032      1.643     0.6827      1.238         12        640:  12%|█▏        | 61/519 [00:32<04:15,  1.79it/s]
      34/80      0.94G      1.033      1.645     0.6806      1.237         10        640:  12%|█▏        | 61/519 [00:33<04:15,  1.79it/s]
      34/80      0.94G      1.033      1.645     0.6806      1.237         10        640:  12%|█▏        | 62/519 [00:33<03:26,  2.22it/s]
      34/80      0.94G       1.03      1.652     0.6853      1.238         12        640:  12%|█▏        | 62/519 [00:33<03:26,  2.22it/s]
      34/80      0.94G       1.03      1.652     0.6853      1.238         12        640:  12%|█▏        | 63/519 [00:33<02:51,  2.65it/s]
      34/80      0.94G      1.029      1.668     0.6844      1.238         11        640:  12%|█▏        | 63/519 [00:34<02:51,  2.65it/s]
      34/80      0.94G      1.029      1.668     0.6844      1.238         11        640:  12%|█▏        | 64/519 [00:34<04:11,  1.81it/s]
      34/80      0.94G      1.026      1.668     0.6861      1.236         12        640:  12%|█▏        | 64/519 [00:34<04:11,  1.81it/s]
      34/80      0.94G      1.026      1.668     0.6861      1.236         12        640:  13%|█▎        | 65/519 [00:34<03:29,  2.17it/s]
      34/80      0.94G      1.028      1.668     0.6886      1.236          9        640:  13%|█▎        | 65/519 [00:34<03:29,  2.17it/s]
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      34/80      0.94G      1.026      1.665     0.6872      1.236         13        640:  13%|█▎        | 66/519 [00:34<02:59,  2.52it/s]
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      34/80      0.94G      1.025      1.666     0.6892      1.236          9        640:  13%|█▎        | 68/519 [00:36<04:00,  1.88it/s]
      34/80      0.94G      1.025      1.666     0.6892      1.236          9        640:  13%|█▎        | 69/519 [00:36<04:10,  1.80it/s]
      34/80      0.94G      1.027      1.669     0.6918      1.235         10        640:  13%|█▎        | 69/519 [00:36<04:10,  1.80it/s]
      34/80      0.94G      1.027      1.669     0.6918      1.235         10        640:  13%|█▎        | 70/519 [00:36<03:34,  2.10it/s]
      34/80      0.94G      1.025      1.673     0.6895      1.234         10        640:  13%|█▎        | 70/519 [00:37<03:34,  2.10it/s]
      34/80      0.94G      1.025      1.673     0.6895      1.234         10        640:  14%|█▎        | 71/519 [00:37<03:15,  2.29it/s]
      34/80      0.94G      1.022      1.672     0.6884      1.233         12        640:  14%|█▎        | 71/519 [00:37<03:15,  2.29it/s]
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      34/80      0.94G      1.022      1.674     0.6879      1.233          8        640:  14%|█▍        | 72/519 [00:38<04:00,  1.86it/s]
      34/80      0.94G      1.022      1.674     0.6879      1.233          8        640:  14%|█▍        | 73/519 [00:38<04:23,  1.69it/s]
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      34/80      0.94G      1.024      1.665     0.6868      1.234          8        640:  14%|█▍        | 74/519 [00:39<03:31,  2.10it/s]
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      34/80      0.94G      1.025      1.667     0.6903      1.236         14        640:  14%|█▍        | 75/519 [00:40<02:59,  2.47it/s]
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      34/80      0.94G      1.029      1.675     0.6922      1.241         13        640:  15%|█▍        | 76/519 [00:40<04:07,  1.79it/s]
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      34/80      0.94G      1.027      1.673     0.6884       1.24         12        640:  15%|█▌        | 78/519 [00:40<03:15,  2.25it/s]
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      34/80      0.94G      1.026       1.67     0.6904      1.241          7        640:  15%|█▌        | 79/519 [00:41<02:49,  2.60it/s]
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      34/80      0.94G      1.026      1.666     0.6881      1.242         14        640:  15%|█▌        | 80/519 [00:42<03:32,  2.07it/s]
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      34/80      0.94G      1.025      1.661     0.6855      1.243          8        640:  16%|█▌        | 81/519 [00:42<04:24,  1.65it/s]
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      34/80      0.94G      1.025      1.662     0.6841      1.246          7        640:  16%|█▌        | 82/519 [00:43<03:32,  2.06it/s]
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      34/80      0.94G      1.023      1.657     0.6839      1.247          8        640:  16%|█▌        | 84/519 [00:44<03:04,  2.35it/s]
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      34/80      0.94G      1.001      1.641     0.6675      1.259          9        640:  78%|███████▊  | 404/519 [03:07<00:56,  2.03it/s]
      34/80      0.94G      1.001      1.641     0.6675      1.259          9        640:  78%|███████▊  | 405/519 [03:07<00:47,  2.42it/s]
      34/80      0.94G          1       1.64     0.6671      1.259         13        640:  78%|███████▊  | 405/519 [03:08<00:47,  2.42it/s]
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      34/80      0.94G     0.9995      1.639     0.6664      1.259          6        640:  78%|███████▊  | 407/519 [03:08<00:52,  2.11it/s]
      34/80      0.94G     0.9993      1.638     0.6662      1.259         11        640:  78%|███████▊  | 407/519 [03:08<00:52,  2.11it/s]
      34/80      0.94G     0.9993      1.638     0.6662      1.259         11        640:  79%|███████▊  | 408/519 [03:08<00:42,  2.59it/s]
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      34/80      0.94G     0.9998      1.639     0.6657       1.26          5        640:  79%|███████▉  | 412/519 [03:10<00:41,  2.59it/s]
      34/80      0.94G     0.9996       1.64     0.6657       1.26         13        640:  79%|███████▉  | 412/519 [03:10<00:41,  2.59it/s]
      34/80      0.94G     0.9996       1.64     0.6657       1.26         13        640:  80%|███████▉  | 413/519 [03:10<00:37,  2.84it/s]
      34/80      0.94G          1       1.64     0.6655       1.26         12        640:  80%|███████▉  | 413/519 [03:12<00:37,  2.84it/s]
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      34/80      0.94G          1      1.641     0.6654       1.26         13        640:  80%|███████▉  | 414/519 [03:12<01:30,  1.16it/s]
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      34/80      0.94G      1.002      1.643     0.6642       1.26         10        640:  82%|████████▏ | 423/519 [03:16<00:37,  2.54it/s]
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      34/80      0.94G     0.9997      1.641     0.6631      1.259          8        640:  82%|████████▏ | 427/519 [03:18<00:57,  1.61it/s]
      34/80      0.94G     0.9997      1.641     0.6631      1.259          8        640:  82%|████████▏ | 428/519 [03:18<00:45,  1.99it/s]
      34/80      0.94G      0.999       1.64     0.6627      1.258         13        640:  82%|████████▏ | 428/519 [03:18<00:45,  1.99it/s]
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      34/80      0.94G          1      1.641      0.663      1.259         10        640:  83%|████████▎ | 431/519 [03:20<00:46,  1.90it/s]
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      34/80      0.94G          1      1.638     0.6615      1.257         11        640:  84%|████████▍ | 438/519 [03:23<00:40,  1.98it/s]
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      34/80      0.94G     0.9999      1.638     0.6612      1.258          7        640:  85%|████████▍ | 439/519 [03:24<00:36,  2.18it/s]
      34/80      0.94G     0.9999      1.638     0.6612      1.258          7        640:  85%|████████▍ | 440/519 [03:24<00:30,  2.56it/s]
      34/80      0.94G     0.9993      1.637     0.6607      1.257          9        640:  85%|████████▍ | 440/519 [03:24<00:30,  2.56it/s]
      34/80      0.94G     0.9993      1.637     0.6607      1.257          9        640:  85%|████████▍ | 441/519 [03:24<00:27,  2.89it/s]
      34/80      0.94G     0.9991      1.637     0.6606      1.257          8        640:  85%|████████▍ | 441/519 [03:25<00:27,  2.89it/s]
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      34/80      0.94G     0.9995      1.637     0.6606      1.257         13        640:  85%|████████▌ | 442/519 [03:25<00:43,  1.78it/s]
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      34/80      0.94G     0.9997      1.637     0.6607      1.257          9        640:  85%|████████▌ | 443/519 [03:25<00:35,  2.12it/s]
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      34/80      0.94G          1      1.637      0.661      1.257          8        640:  86%|████████▌ | 445/519 [03:27<00:37,  1.97it/s]
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      34/80      0.94G     0.9994      1.636     0.6606      1.257         11        640:  86%|████████▌ | 446/519 [03:27<00:34,  2.14it/s]
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      34/80      0.94G     0.9993      1.635     0.6604      1.257         12        640:  86%|████████▌ | 447/519 [03:27<00:32,  2.22it/s]
      34/80      0.94G     0.9993      1.635     0.6604      1.257         12        640:  86%|████████▋ | 448/519 [03:27<00:27,  2.62it/s]
      34/80      0.94G     0.9991      1.634     0.6602      1.257          8        640:  86%|████████▋ | 448/519 [03:28<00:27,  2.62it/s]
      34/80      0.94G     0.9991      1.634     0.6602      1.257          8        640:  87%|████████▋ | 449/519 [03:28<00:39,  1.78it/s]
      34/80      0.94G     0.9994      1.635     0.6606      1.257         13        640:  87%|████████▋ | 449/519 [03:28<00:39,  1.78it/s]
      34/80      0.94G     0.9994      1.635     0.6606      1.257         13        640:  87%|████████▋ | 450/519 [03:28<00:31,  2.22it/s]
      34/80      0.94G     0.9994      1.635     0.6606      1.257          9        640:  87%|████████▋ | 450/519 [03:29<00:31,  2.22it/s]
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      34/80      0.94G     0.9997      1.635     0.6612      1.258          9        640:  87%|████████▋ | 451/519 [03:29<00:30,  2.20it/s]
      34/80      0.94G     0.9997      1.635     0.6612      1.258          9        640:  87%|████████▋ | 452/519 [03:29<00:26,  2.51it/s]
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      34/80      0.94G     0.9997      1.635      0.661      1.258         13        640:  87%|████████▋ | 453/519 [03:30<00:31,  2.09it/s]
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      34/80      0.94G     0.9995      1.636     0.6606      1.258         12        640:  88%|████████▊ | 456/519 [03:31<00:22,  2.79it/s]
      34/80      0.94G     0.9995      1.636     0.6606      1.258         12        640:  88%|████████▊ | 457/519 [03:31<00:25,  2.45it/s]
      34/80      0.94G     0.9994      1.636     0.6603      1.257         13        640:  88%|████████▊ | 457/519 [03:32<00:25,  2.45it/s]
      34/80      0.94G     0.9994      1.636     0.6603      1.257         13        640:  88%|████████▊ | 458/519 [03:32<00:26,  2.30it/s]
      34/80      0.94G     0.9983      1.634     0.6601      1.257          5        640:  88%|████████▊ | 458/519 [03:32<00:26,  2.30it/s]
      34/80      0.94G     0.9983      1.634     0.6601      1.257          5        640:  88%|████████▊ | 459/519 [03:32<00:22,  2.65it/s]
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      34/80      0.94G     0.9978      1.634     0.6604      1.257          8        640:  89%|████████▊ | 460/519 [03:32<00:19,  3.00it/s]
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      34/80      0.94G     0.9981      1.634     0.6606      1.257         14        640:  89%|████████▉ | 461/519 [03:34<00:33,  1.74it/s]
      34/80      0.94G     0.9981      1.634     0.6606      1.257         14        640:  89%|████████▉ | 462/519 [03:34<00:32,  1.77it/s]
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      34/80      0.94G     0.9978      1.633     0.6602      1.257          7        640:  89%|████████▉ | 463/519 [03:34<00:26,  2.11it/s]
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      34/80      0.94G      0.998      1.634     0.6602      1.258         13        640:  89%|████████▉ | 464/519 [03:35<00:21,  2.61it/s]
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      34/80      0.94G      0.998      1.633     0.6599      1.257         11        640:  90%|████████▉ | 466/519 [03:35<00:24,  2.15it/s]
      34/80      0.94G     0.9973      1.633     0.6595      1.257         11        640:  90%|████████▉ | 466/519 [03:36<00:24,  2.15it/s]
      34/80      0.94G     0.9973      1.633     0.6595      1.257         11        640:  90%|████████▉ | 467/519 [03:36<00:31,  1.66it/s]
      34/80      0.94G     0.9968      1.632     0.6591      1.257         13        640:  90%|████████▉ | 467/519 [03:37<00:31,  1.66it/s]
      34/80      0.94G     0.9968      1.632     0.6591      1.257         13        640:  90%|█████████ | 468/519 [03:37<00:24,  2.04it/s]
      34/80      0.94G     0.9965      1.632     0.6591      1.257         11        640:  90%|█████████ | 468/519 [03:38<00:24,  2.04it/s]
      34/80      0.94G     0.9965      1.632     0.6591      1.257         11        640:  90%|█████████ | 469/519 [03:38<00:35,  1.40it/s]
      34/80      0.94G     0.9962      1.631      0.659      1.257          8        640:  90%|█████████ | 469/519 [03:38<00:35,  1.40it/s]
      34/80      0.94G     0.9962      1.631      0.659      1.257          8        640:  91%|█████████ | 470/519 [03:38<00:28,  1.72it/s]
      34/80      0.94G     0.9957       1.63     0.6586      1.256         14        640:  91%|█████████ | 470/519 [03:38<00:28,  1.72it/s]
      34/80      0.94G     0.9957       1.63     0.6586      1.256         14        640:  91%|█████████ | 471/519 [03:38<00:23,  2.00it/s]
      34/80      0.94G     0.9957       1.63     0.6586      1.256         10        640:  91%|█████████ | 471/519 [03:39<00:23,  2.00it/s]
      34/80      0.94G     0.9957       1.63     0.6586      1.256         10        640:  91%|█████████ | 472/519 [03:39<00:19,  2.37it/s]
      34/80      0.94G     0.9957       1.63     0.6586      1.256         11        640:  91%|█████████ | 472/519 [03:40<00:19,  2.37it/s]
      34/80      0.94G     0.9957       1.63     0.6586      1.256         11        640:  91%|█████████ | 473/519 [03:40<00:27,  1.67it/s]
      34/80      0.94G     0.9954      1.629     0.6583      1.256         11        640:  91%|█████████ | 473/519 [03:40<00:27,  1.67it/s]
      34/80      0.94G     0.9954      1.629     0.6583      1.256         11        640:  91%|█████████▏| 474/519 [03:40<00:21,  2.10it/s]
      34/80      0.94G     0.9951      1.629     0.6583      1.256          9        640:  91%|█████████▏| 474/519 [03:40<00:21,  2.10it/s]
      34/80      0.94G     0.9951      1.629     0.6583      1.256          9        640:  92%|█████████▏| 475/519 [03:40<00:17,  2.51it/s]
      34/80      0.94G     0.9951      1.628      0.658      1.256          6        640:  92%|█████████▏| 475/519 [03:40<00:17,  2.51it/s]
      34/80      0.94G     0.9951      1.628      0.658      1.256          6        640:  92%|█████████▏| 476/519 [03:40<00:15,  2.82it/s]
      34/80      0.94G     0.9951      1.628      0.658      1.256         12        640:  92%|█████████▏| 476/519 [03:41<00:15,  2.82it/s]
      34/80      0.94G     0.9951      1.628      0.658      1.256         12        640:  92%|█████████▏| 477/519 [03:41<00:24,  1.71it/s]
      34/80      0.94G     0.9954      1.629     0.6591      1.256          8        640:  92%|█████████▏| 477/519 [03:42<00:24,  1.71it/s]
      34/80      0.94G     0.9954      1.629     0.6591      1.256          8        640:  92%|█████████▏| 478/519 [03:42<00:19,  2.15it/s]
      34/80      0.94G     0.9954       1.63     0.6592      1.256         12        640:  92%|█████████▏| 478/519 [03:42<00:19,  2.15it/s]
      34/80      0.94G     0.9954       1.63     0.6592      1.256         12        640:  92%|█████████▏| 479/519 [03:42<00:16,  2.48it/s]
      34/80      0.94G     0.9957      1.629     0.6594      1.256          7        640:  92%|█████████▏| 479/519 [03:42<00:16,  2.48it/s]
      34/80      0.94G     0.9957      1.629     0.6594      1.256          7        640:  92%|█████████▏| 480/519 [03:42<00:13,  2.87it/s]
      34/80      0.94G      0.995      1.629     0.6589      1.256         13        640:  92%|█████████▏| 480/519 [03:44<00:13,  2.87it/s]
      34/80      0.94G      0.995      1.629     0.6589      1.256         13        640:  93%|█████████▎| 481/519 [03:44<00:26,  1.44it/s]
      34/80      0.94G      0.995      1.628     0.6589      1.256         15        640:  93%|█████████▎| 481/519 [03:44<00:26,  1.44it/s]
      34/80      0.94G      0.995      1.628     0.6589      1.256         15        640:  93%|█████████▎| 482/519 [03:44<00:20,  1.80it/s]
      34/80      0.94G     0.9951      1.628     0.6593      1.256         13        640:  93%|█████████▎| 482/519 [03:44<00:20,  1.80it/s]
      34/80      0.94G     0.9951      1.628     0.6593      1.256         13        640:  93%|█████████▎| 483/519 [03:44<00:17,  2.11it/s]
      34/80      0.94G     0.9957      1.628     0.6598      1.257         10        640:  93%|█████████▎| 483/519 [03:44<00:17,  2.11it/s]
      34/80      0.94G     0.9957      1.628     0.6598      1.257         10        640:  93%|█████████▎| 484/519 [03:44<00:13,  2.55it/s]
      34/80      0.94G     0.9959      1.629     0.6601      1.257          8        640:  93%|█████████▎| 484/519 [03:45<00:13,  2.55it/s]
      34/80      0.94G     0.9959      1.629     0.6601      1.257          8        640:  93%|█████████▎| 485/519 [03:45<00:18,  1.84it/s]
      34/80      0.94G     0.9957      1.628     0.6598      1.257         11        640:  93%|█████████▎| 485/519 [03:45<00:18,  1.84it/s]
      34/80      0.94G     0.9957      1.628     0.6598      1.257         11        640:  94%|█████████▎| 486/519 [03:45<00:16,  2.06it/s]
      34/80      0.94G     0.9953      1.627     0.6593      1.256          9        640:  94%|█████████▎| 486/519 [03:46<00:16,  2.06it/s]
      34/80      0.94G     0.9953      1.627     0.6593      1.256          9        640:  94%|█████████▍| 487/519 [03:46<00:13,  2.44it/s]
      34/80      0.94G     0.9957      1.629     0.6596      1.257          8        640:  94%|█████████▍| 487/519 [03:46<00:13,  2.44it/s]
      34/80      0.94G     0.9957      1.629     0.6596      1.257          8        640:  94%|█████████▍| 488/519 [03:46<00:10,  2.86it/s]
      34/80      0.94G     0.9959      1.629     0.6599      1.257          8        640:  94%|█████████▍| 488/519 [03:47<00:10,  2.86it/s]
      34/80      0.94G     0.9959      1.629     0.6599      1.257          8        640:  94%|█████████▍| 489/519 [03:47<00:16,  1.83it/s]
      34/80      0.94G     0.9955      1.628     0.6599      1.257         16        640:  94%|█████████▍| 489/519 [03:47<00:16,  1.83it/s]
      34/80      0.94G     0.9955      1.628     0.6599      1.257         16        640:  94%|█████████▍| 490/519 [03:47<00:13,  2.18it/s]
      34/80      0.94G     0.9952      1.629     0.6598      1.257         10        640:  94%|█████████▍| 490/519 [03:47<00:13,  2.18it/s]
      34/80      0.94G     0.9952      1.629     0.6598      1.257         10        640:  95%|█████████▍| 491/519 [03:47<00:10,  2.62it/s]
      34/80      0.94G     0.9958       1.63     0.6607      1.257          9        640:  95%|█████████▍| 491/519 [03:48<00:10,  2.62it/s]
      34/80      0.94G     0.9958       1.63     0.6607      1.257          9        640:  95%|█████████▍| 492/519 [03:48<00:09,  2.91it/s]
      34/80      0.94G     0.9961      1.629     0.6604      1.257          9        640:  95%|█████████▍| 492/519 [03:49<00:09,  2.91it/s]
      34/80      0.94G     0.9961      1.629     0.6604      1.257          9        640:  95%|█████████▍| 493/519 [03:49<00:16,  1.58it/s]
      34/80      0.94G     0.9962      1.633     0.6607      1.257         10        640:  95%|█████████▍| 493/519 [03:49<00:16,  1.58it/s]
      34/80      0.94G     0.9962      1.633     0.6607      1.257         10        640:  95%|█████████▌| 494/519 [03:49<00:12,  1.96it/s]
      34/80      0.94G     0.9958      1.633     0.6603      1.257         12        640:  95%|█████████▌| 494/519 [03:49<00:12,  1.96it/s]
      34/80      0.94G     0.9958      1.633     0.6603      1.257         12        640:  95%|█████████▌| 495/519 [03:49<00:10,  2.25it/s]
      34/80      0.94G     0.9958      1.633     0.6607      1.257          7        640:  95%|█████████▌| 495/519 [03:50<00:10,  2.25it/s]
      34/80      0.94G     0.9958      1.633     0.6607      1.257          7        640:  96%|█████████▌| 496/519 [03:50<00:08,  2.76it/s]
      34/80      0.94G      0.996      1.633     0.6603      1.257          7        640:  96%|█████████▌| 496/519 [03:51<00:08,  2.76it/s]
      34/80      0.94G      0.996      1.633     0.6603      1.257          7        640:  96%|█████████▌| 497/519 [03:51<00:13,  1.67it/s]
      34/80      0.94G      0.996      1.633     0.6605      1.257          9        640:  96%|█████████▌| 497/519 [03:51<00:13,  1.67it/s]
      34/80      0.94G      0.996      1.633     0.6605      1.257          9        640:  96%|█████████▌| 498/519 [03:51<00:10,  2.06it/s]
      34/80      0.94G     0.9961      1.633     0.6609      1.257         10        640:  96%|█████████▌| 498/519 [03:51<00:10,  2.06it/s]
      34/80      0.94G     0.9961      1.633     0.6609      1.257         10        640:  96%|█████████▌| 499/519 [03:51<00:08,  2.40it/s]
      34/80      0.94G      0.996      1.632     0.6606      1.257          8        640:  96%|█████████▌| 499/519 [03:52<00:08,  2.40it/s]
      34/80      0.94G      0.996      1.632     0.6606      1.257          8        640:  96%|█████████▋| 500/519 [03:52<00:06,  2.74it/s]
      34/80      0.94G     0.9958      1.632     0.6602      1.257         10        640:  96%|█████████▋| 500/519 [03:52<00:06,  2.74it/s]
      34/80      0.94G     0.9958      1.632     0.6602      1.257         10        640:  97%|█████████▋| 501/519 [03:52<00:09,  1.92it/s]
      34/80      0.94G     0.9971      1.633     0.6614      1.258          6        640:  97%|█████████▋| 501/519 [03:53<00:09,  1.92it/s]
      34/80      0.94G     0.9971      1.633     0.6614      1.258          6        640:  97%|█████████▋| 502/519 [03:53<00:10,  1.61it/s]
      34/80      0.94G     0.9966      1.633     0.6611      1.258         11        640:  97%|█████████▋| 502/519 [03:53<00:10,  1.61it/s]
      34/80      0.94G     0.9966      1.633     0.6611      1.258         11        640:  97%|█████████▋| 503/519 [03:53<00:07,  2.01it/s]
      34/80      0.94G     0.9965      1.633      0.661      1.258         10        640:  97%|█████████▋| 503/519 [03:54<00:07,  2.01it/s]
      34/80      0.94G     0.9965      1.633      0.661      1.258         10        640:  97%|█████████▋| 504/519 [03:54<00:06,  2.42it/s]
      34/80      0.94G     0.9961      1.632     0.6607      1.258         10        640:  97%|█████████▋| 504/519 [03:54<00:06,  2.42it/s]
      34/80      0.94G     0.9961      1.632     0.6607      1.258         10        640:  97%|█████████▋| 505/519 [03:54<00:07,  1.88it/s]
      34/80      0.94G     0.9959      1.632     0.6604      1.258         11        640:  97%|█████████▋| 505/519 [03:55<00:07,  1.88it/s]
      34/80      0.94G     0.9959      1.632     0.6604      1.258         11        640:  97%|█████████▋| 506/519 [03:55<00:05,  2.21it/s]
      34/80      0.94G     0.9958      1.632     0.6605      1.258          9        640:  97%|█████████▋| 506/519 [03:55<00:05,  2.21it/s]
      34/80      0.94G     0.9958      1.632     0.6605      1.258          9        640:  98%|█████████▊| 507/519 [03:55<00:04,  2.72it/s]
      34/80      0.94G     0.9957      1.632     0.6605      1.258         12        640:  98%|█████████▊| 507/519 [03:55<00:04,  2.72it/s]
      34/80      0.94G     0.9957      1.632     0.6605      1.258         12        640:  98%|█████████▊| 508/519 [03:55<00:03,  2.94it/s]
      34/80      0.94G     0.9957      1.632     0.6607      1.258         13        640:  98%|█████████▊| 508/519 [03:56<00:03,  2.94it/s]
      34/80      0.94G     0.9957      1.632     0.6607      1.258         13        640:  98%|█████████▊| 509/519 [03:56<00:05,  1.73it/s]
      34/80      0.94G     0.9963      1.632      0.662      1.258          4        640:  98%|█████████▊| 509/519 [03:57<00:05,  1.73it/s]
      34/80      0.94G     0.9963      1.632      0.662      1.258          4        640:  98%|█████████▊| 510/519 [03:57<00:04,  2.15it/s]
      34/80      0.94G      0.996      1.631     0.6616      1.258         10        640:  98%|█████████▊| 510/519 [03:57<00:04,  2.15it/s]
      34/80      0.94G      0.996      1.631     0.6616      1.258         10        640:  98%|█████████▊| 511/519 [03:57<00:03,  2.57it/s]
      34/80      0.94G     0.9968      1.632     0.6617      1.258         14        640:  98%|█████████▊| 511/519 [03:57<00:03,  2.57it/s]
      34/80      0.94G     0.9968      1.632     0.6617      1.258         14        640:  99%|█████████▊| 512/519 [03:57<00:02,  2.90it/s]
      34/80      0.94G     0.9968      1.631     0.6616      1.258         10        640:  99%|█████████▊| 512/519 [03:58<00:02,  2.90it/s]
      34/80      0.94G     0.9968      1.631     0.6616      1.258         10        640:  99%|█████████▉| 513/519 [03:58<00:02,  2.01it/s]
      34/80      0.94G     0.9968      1.632     0.6618      1.258          9        640:  99%|█████████▉| 513/519 [03:58<00:02,  2.01it/s]
      34/80      0.94G     0.9968      1.632     0.6618      1.258          9        640:  99%|█████████▉| 514/519 [03:58<00:02,  2.49it/s]
      34/80      0.94G     0.9966      1.631     0.6618      1.258          8        640:  99%|█████████▉| 514/519 [03:58<00:02,  2.49it/s]
      34/80      0.94G     0.9966      1.631     0.6618      1.258          8        640:  99%|█████████▉| 515/519 [03:58<00:01,  3.00it/s]
      34/80      0.94G     0.9968      1.632     0.6621      1.258          9        640:  99%|█████████▉| 515/519 [03:58<00:01,  3.00it/s]
      34/80      0.94G     0.9968      1.632     0.6621      1.258          9        640:  99%|█████████▉| 516/519 [03:58<00:00,  3.35it/s]
      34/80      0.94G      0.997      1.631     0.6625      1.259         11        640:  99%|█████████▉| 516/519 [03:59<00:00,  3.35it/s]
      34/80      0.94G      0.997      1.631     0.6625      1.259         11        640: 100%|█████████▉| 517/519 [03:59<00:00,  2.71it/s]
      34/80      0.94G     0.9971      1.632     0.6629      1.259         10        640: 100%|█████████▉| 517/519 [03:59<00:00,  2.71it/s]
      34/80      0.94G     0.9965      1.631     0.6626      1.259          9        640: 100%|█████████▉| 517/519 [03:59<00:00,  2.71it/s]
      34/80      0.94G     0.9965      1.631     0.6626      1.259          9        640: 100%|██████████| 519/519 [03:59<00:00,  4.29it/s]
      34/80      0.94G     0.9965      1.631     0.6626      1.259          9        640: 100%|██████████| 519/519 [03:59<00:00,  2.17it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:42,  6.29s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:58,  2.84s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:46,  1.72s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:10,  1.15s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:50,  1.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:48,  1.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:42,  1.36it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:37,  1.51it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:09<00:32,  1.75it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:27,  2.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:24,  2.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:24,  2.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:11<00:23,  2.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:24,  2.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:25,  1.88it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:24,  1.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:23,  2.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:25,  1.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:27,  1.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:26,  1.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  2.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:18,  2.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:17<00:14,  2.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:05,  5.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:18<00:04,  6.48it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.62it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.87it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  7.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:19<00:03,  6.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.36it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:20<00:02,  6.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.50it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.49it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  8.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:21<00:01,  8.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:00,  9.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  89%|████████▉ | 58/65 [00:22<00:00,  9.53it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  92%|█████████▏| 60/65 [00:22<00:00,  9.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.88it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:22<00:00, 10.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.80it/s]
-                   all        519        519      0.972       0.94      0.981      0.728      0.974      0.942      0.983      0.702
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
      35/80      0.94G      1.011      1.686     0.5842      1.201         13        640:   0%|          | 0/519 [00:03<?, ?it/s]
      35/80      0.94G      1.011      1.686     0.5842      1.201         13        640:   0%|          | 1/519 [00:03<28:47,  3.33s/it]
      35/80      0.94G      1.132      2.007      0.842      1.267          9        640:   0%|          | 1/519 [00:03<28:47,  3.33s/it]
      35/80      0.94G      1.132      2.007      0.842      1.267          9        640:   0%|          | 2/519 [00:03<13:02,  1.51s/it]
      35/80      0.94G      0.968      1.779      0.673      1.166         11        640:   0%|          | 2/519 [00:03<13:02,  1.51s/it]
      35/80      0.94G      0.968      1.779      0.673      1.166         11        640:   1%|          | 3/519 [00:03<08:06,  1.06it/s]
      35/80      0.94G     0.9187       1.66     0.6429      1.163         12        640:   1%|          | 3/519 [00:04<08:06,  1.06it/s]
      35/80      0.94G     0.9187       1.66     0.6429      1.163         12        640:   1%|          | 4/519 [00:04<05:38,  1.52it/s]
      35/80      0.94G     0.8966      1.622     0.6033      1.164         13        640:   1%|          | 4/519 [00:04<05:38,  1.52it/s]
      35/80      0.94G     0.8966      1.622     0.6033      1.164         13        640:   1%|          | 5/519 [00:04<06:14,  1.37it/s]
      35/80      0.94G     0.8426      1.496     0.5639      1.141          8        640:   1%|          | 5/519 [00:05<06:14,  1.37it/s]
      35/80      0.94G     0.8426      1.496     0.5639      1.141          8        640:   1%|          | 6/519 [00:05<04:45,  1.80it/s]
      35/80      0.94G     0.8547      1.528     0.5893      1.148         11        640:   1%|          | 6/519 [00:05<04:45,  1.80it/s]
      35/80      0.94G     0.8547      1.528     0.5893      1.148         11        640:   1%|▏         | 7/519 [00:05<03:51,  2.21it/s]
      35/80      0.94G     0.8787      1.561     0.6074      1.152         11        640:   1%|▏         | 7/519 [00:05<03:51,  2.21it/s]
      35/80      0.94G     0.8787      1.561     0.6074      1.152         11        640:   2%|▏         | 8/519 [00:05<03:16,  2.60it/s]
      35/80      0.94G     0.8926       1.56     0.6141      1.151         13        640:   2%|▏         | 8/519 [00:06<03:16,  2.60it/s]
      35/80      0.94G     0.8926       1.56     0.6141      1.151         13        640:   2%|▏         | 9/519 [00:06<05:47,  1.47it/s]
      35/80      0.94G     0.8981      1.619       0.64       1.18          6        640:   2%|▏         | 9/519 [00:07<05:47,  1.47it/s]
      35/80      0.94G     0.8981      1.619       0.64       1.18          6        640:   2%|▏         | 10/519 [00:07<04:43,  1.80it/s]
      35/80      0.94G     0.9214      1.636     0.7155      1.204          7        640:   2%|▏         | 10/519 [00:07<04:43,  1.80it/s]
      35/80      0.94G     0.9214      1.636     0.7155      1.204          7        640:   2%|▏         | 11/519 [00:07<03:50,  2.20it/s]
      35/80      0.94G     0.9343      1.607     0.6969       1.22          8        640:   2%|▏         | 11/519 [00:07<03:50,  2.20it/s]
      35/80      0.94G     0.9343      1.607     0.6969       1.22          8        640:   2%|▏         | 12/519 [00:07<03:19,  2.55it/s]
      35/80      0.94G     0.9204      1.585     0.6856      1.211         12        640:   2%|▏         | 12/519 [00:08<03:19,  2.55it/s]
      35/80      0.94G     0.9204      1.585     0.6856      1.211         12        640:   3%|▎         | 13/519 [00:08<03:48,  2.22it/s]
      35/80      0.94G     0.9175      1.595     0.6722      1.208          8        640:   3%|▎         | 13/519 [00:08<03:48,  2.22it/s]
      35/80      0.94G     0.9175      1.595     0.6722      1.208          8        640:   3%|▎         | 14/519 [00:08<03:11,  2.64it/s]
      35/80      0.94G     0.9391      1.572     0.6609      1.221          9        640:   3%|▎         | 14/519 [00:08<03:11,  2.64it/s]
      35/80      0.94G     0.9391      1.572     0.6609      1.221          9        640:   3%|▎         | 15/519 [00:08<03:01,  2.77it/s]
      35/80      0.94G     0.9337      1.583     0.6587      1.225         10        640:   3%|▎         | 15/519 [00:09<03:01,  2.77it/s]
      35/80      0.94G     0.9337      1.583     0.6587      1.225         10        640:   3%|▎         | 16/519 [00:09<02:43,  3.08it/s]
      35/80      0.94G     0.9382      1.591     0.6566      1.219         14        640:   3%|▎         | 16/519 [00:10<02:43,  3.08it/s]
      35/80      0.94G     0.9382      1.591     0.6566      1.219         14        640:   3%|▎         | 17/519 [00:10<04:32,  1.84it/s]
      35/80      0.94G     0.9374      1.578     0.6495      1.225          8        640:   3%|▎         | 17/519 [00:10<04:32,  1.84it/s]
      35/80      0.94G     0.9374      1.578     0.6495      1.225          8        640:   3%|▎         | 18/519 [00:10<03:56,  2.12it/s]
      35/80      0.94G     0.9351      1.567     0.6459      1.221         11        640:   3%|▎         | 18/519 [00:10<03:56,  2.12it/s]
      35/80      0.94G     0.9351      1.567     0.6459      1.221         11        640:   4%|▎         | 19/519 [00:10<03:11,  2.62it/s]
      35/80      0.94G     0.9403       1.58     0.6499       1.23         10        640:   4%|▎         | 19/519 [00:10<03:11,  2.62it/s]
      35/80      0.94G     0.9403       1.58     0.6499       1.23         10        640:   4%|▍         | 20/519 [00:10<02:49,  2.95it/s]
      35/80      0.94G     0.9429      1.578     0.6566      1.233          8        640:   4%|▍         | 20/519 [00:12<02:49,  2.95it/s]
      35/80      0.94G     0.9429      1.578     0.6566      1.233          8        640:   4%|▍         | 21/519 [00:12<05:19,  1.56it/s]
      35/80      0.94G      0.946      1.597     0.6532      1.234          9        640:   4%|▍         | 21/519 [00:12<05:19,  1.56it/s]
      35/80      0.94G      0.946      1.597     0.6532      1.234          9        640:   4%|▍         | 22/519 [00:12<04:14,  1.95it/s]
      35/80      0.94G     0.9429        1.6     0.6545      1.231          7        640:   4%|▍         | 22/519 [00:12<04:14,  1.95it/s]
      35/80      0.94G     0.9429        1.6     0.6545      1.231          7        640:   4%|▍         | 23/519 [00:12<03:38,  2.27it/s]
      35/80      0.94G     0.9587      1.645     0.6629      1.246          9        640:   4%|▍         | 23/519 [00:12<03:38,  2.27it/s]
      35/80      0.94G     0.9587      1.645     0.6629      1.246          9        640:   5%|▍         | 24/519 [00:12<03:04,  2.68it/s]
      35/80      0.94G      0.954      1.634     0.6599      1.243         10        640:   5%|▍         | 24/519 [00:14<03:04,  2.68it/s]
      35/80      0.94G      0.954      1.634     0.6599      1.243         10        640:   5%|▍         | 25/519 [00:14<06:04,  1.35it/s]
      35/80      0.94G     0.9618      1.631     0.6641      1.241         11        640:   5%|▍         | 25/519 [00:14<06:04,  1.35it/s]
      35/80      0.94G     0.9618      1.631     0.6641      1.241         11        640:   5%|▌         | 26/519 [00:14<04:42,  1.74it/s]
      35/80      0.94G     0.9598      1.617     0.6588      1.242         14        640:   5%|▌         | 26/519 [00:14<04:42,  1.74it/s]
      35/80      0.94G     0.9598      1.617     0.6588      1.242         14        640:   5%|▌         | 27/519 [00:14<04:00,  2.05it/s]
      35/80      0.94G     0.9704      1.629     0.6668      1.246         10        640:   5%|▌         | 27/519 [00:15<04:00,  2.05it/s]
      35/80      0.94G     0.9704      1.629     0.6668      1.246         10        640:   5%|▌         | 28/519 [00:15<03:12,  2.56it/s]
      35/80      0.94G     0.9711      1.628     0.6647       1.25         11        640:   5%|▌         | 28/519 [00:16<03:12,  2.56it/s]
      35/80      0.94G     0.9711      1.628     0.6647       1.25         11        640:   6%|▌         | 29/519 [00:16<06:29,  1.26it/s]
      35/80      0.94G     0.9722      1.622     0.6632      1.249         10        640:   6%|▌         | 29/519 [00:16<06:29,  1.26it/s]
      35/80      0.94G     0.9722      1.622     0.6632      1.249         10        640:   6%|▌         | 30/519 [00:16<04:53,  1.67it/s]
      35/80      0.94G      0.972      1.625     0.6611      1.248         13        640:   6%|▌         | 30/519 [00:17<04:53,  1.67it/s]
      35/80      0.94G      0.972      1.625     0.6611      1.248         13        640:   6%|▌         | 31/519 [00:17<04:06,  1.98it/s]
      35/80      0.94G     0.9707      1.611     0.6591      1.244         15        640:   6%|▌         | 31/519 [00:17<04:06,  1.98it/s]
      35/80      0.94G     0.9707      1.611     0.6591      1.244         15        640:   6%|▌         | 32/519 [00:17<03:26,  2.36it/s]
      35/80      0.94G     0.9725      1.608     0.6703      1.244          8        640:   6%|▌         | 32/519 [00:18<03:26,  2.36it/s]
      35/80      0.94G     0.9725      1.608     0.6703      1.244          8        640:   6%|▋         | 33/519 [00:18<05:15,  1.54it/s]
      35/80      0.94G     0.9758      1.611     0.6702      1.245         11        640:   6%|▋         | 33/519 [00:18<05:15,  1.54it/s]
      35/80      0.94G     0.9758      1.611     0.6702      1.245         11        640:   7%|▋         | 34/519 [00:18<04:03,  1.99it/s]
      35/80      0.94G     0.9756      1.618     0.6699      1.245         12        640:   7%|▋         | 34/519 [00:19<04:03,  1.99it/s]
      35/80      0.94G     0.9756      1.618     0.6699      1.245         12        640:   7%|▋         | 35/519 [00:19<03:17,  2.44it/s]
      35/80      0.94G     0.9731      1.617     0.6739      1.245          7        640:   7%|▋         | 35/519 [00:19<03:17,  2.44it/s]
      35/80      0.94G     0.9731      1.617     0.6739      1.245          7        640:   7%|▋         | 36/519 [00:19<02:53,  2.78it/s]
      35/80      0.94G      0.975      1.613     0.6718      1.248         14        640:   7%|▋         | 36/519 [00:20<02:53,  2.78it/s]
      35/80      0.94G      0.975      1.613     0.6718      1.248         14        640:   7%|▋         | 37/519 [00:20<04:08,  1.94it/s]
      35/80      0.94G     0.9729      1.615     0.6712      1.246         13        640:   7%|▋         | 37/519 [00:20<04:08,  1.94it/s]
      35/80      0.94G     0.9729      1.615     0.6712      1.246         13        640:   7%|▋         | 38/519 [00:20<03:23,  2.36it/s]
      35/80      0.94G      0.974      1.605     0.6675      1.245         11        640:   7%|▋         | 38/519 [00:20<03:23,  2.36it/s]
      35/80      0.94G      0.974      1.605     0.6675      1.245         11        640:   8%|▊         | 39/519 [00:20<02:56,  2.72it/s]
      35/80      0.94G     0.9731      1.607      0.669      1.243         13        640:   8%|▊         | 39/519 [00:20<02:56,  2.72it/s]
      35/80      0.94G     0.9731      1.607      0.669      1.243         13        640:   8%|▊         | 40/519 [00:20<02:35,  3.09it/s]
      35/80      0.94G     0.9723      1.606      0.667      1.241         14        640:   8%|▊         | 40/519 [00:21<02:35,  3.09it/s]
      35/80      0.94G     0.9723      1.606      0.667      1.241         14        640:   8%|▊         | 41/519 [00:21<04:05,  1.95it/s]
      35/80      0.94G     0.9721      1.617     0.6658      1.239         12        640:   8%|▊         | 41/519 [00:22<04:05,  1.95it/s]
      35/80      0.94G     0.9721      1.617     0.6658      1.239         12        640:   8%|▊         | 42/519 [00:22<03:23,  2.34it/s]
      35/80      0.94G     0.9647      1.608      0.662      1.235          7        640:   8%|▊         | 42/519 [00:22<03:23,  2.34it/s]
      35/80      0.94G     0.9647      1.608      0.662      1.235          7        640:   8%|▊         | 43/519 [00:22<02:56,  2.70it/s]
      35/80      0.94G     0.9634      1.607     0.6612      1.232         12        640:   8%|▊         | 43/519 [00:22<02:56,  2.70it/s]
      35/80      0.94G     0.9634      1.607     0.6612      1.232         12        640:   8%|▊         | 44/519 [00:22<02:31,  3.13it/s]
      35/80      0.94G     0.9648      1.604     0.6593      1.232         12        640:   8%|▊         | 44/519 [00:24<02:31,  3.13it/s]
      35/80      0.94G     0.9648      1.604     0.6593      1.232         12        640:   9%|▊         | 45/519 [00:24<05:32,  1.42it/s]
      35/80      0.94G     0.9661      1.616     0.6601      1.233          7        640:   9%|▊         | 45/519 [00:24<05:32,  1.42it/s]
      35/80      0.94G     0.9661      1.616     0.6601      1.233          7        640:   9%|▉         | 46/519 [00:24<04:24,  1.79it/s]
      35/80      0.94G     0.9653      1.614     0.6608      1.231          9        640:   9%|▉         | 46/519 [00:24<04:24,  1.79it/s]
      35/80      0.94G     0.9653      1.614     0.6608      1.231          9        640:   9%|▉         | 47/519 [00:24<03:57,  1.98it/s]
      35/80      0.94G     0.9715      1.627     0.6669      1.234         11        640:   9%|▉         | 47/519 [00:24<03:57,  1.98it/s]
      35/80      0.94G     0.9715      1.627     0.6669      1.234         11        640:   9%|▉         | 48/519 [00:24<03:14,  2.42it/s]
      35/80      0.94G     0.9775      1.636      0.675      1.237         13        640:   9%|▉         | 48/519 [00:25<03:14,  2.42it/s]
      35/80      0.94G     0.9775      1.636      0.675      1.237         13        640:   9%|▉         | 49/519 [00:25<04:48,  1.63it/s]
      35/80      0.94G     0.9803      1.652     0.6753       1.24         12        640:   9%|▉         | 49/519 [00:26<04:48,  1.63it/s]
      35/80      0.94G     0.9803      1.652     0.6753       1.24         12        640:  10%|▉         | 50/519 [00:26<03:47,  2.06it/s]
      35/80      0.94G     0.9778       1.65     0.6702      1.238         12        640:  10%|▉         | 50/519 [00:26<03:47,  2.06it/s]
      35/80      0.94G     0.9778       1.65     0.6702      1.238         12        640:  10%|▉         | 51/519 [00:26<03:15,  2.39it/s]
      35/80      0.94G     0.9728      1.648      0.667      1.237         13        640:  10%|▉         | 51/519 [00:26<03:15,  2.39it/s]
      35/80      0.94G     0.9728      1.648      0.667      1.237         13        640:  10%|█         | 52/519 [00:26<02:47,  2.78it/s]
      35/80      0.94G      0.977      1.644      0.667      1.239          9        640:  10%|█         | 52/519 [00:27<02:47,  2.78it/s]
      35/80      0.94G      0.977      1.644      0.667      1.239          9        640:  10%|█         | 53/519 [00:27<04:58,  1.56it/s]
      35/80      0.94G     0.9771      1.643     0.6668      1.238         10        640:  10%|█         | 53/519 [00:28<04:58,  1.56it/s]
      35/80      0.94G     0.9771      1.643     0.6668      1.238         10        640:  10%|█         | 54/519 [00:28<03:51,  2.01it/s]
      35/80      0.94G     0.9792       1.65     0.6646      1.241         10        640:  10%|█         | 54/519 [00:28<03:51,  2.01it/s]
      35/80      0.94G     0.9792       1.65     0.6646      1.241         10        640:  11%|█         | 55/519 [00:28<03:09,  2.45it/s]
      35/80      0.94G     0.9822      1.644     0.6648      1.243          7        640:  11%|█         | 55/519 [00:28<03:09,  2.45it/s]
      35/80      0.94G     0.9822      1.644     0.6648      1.243          7        640:  11%|█         | 56/519 [00:28<02:42,  2.85it/s]
      35/80      0.94G     0.9836       1.64     0.6638      1.243         13        640:  11%|█         | 56/519 [00:29<02:42,  2.85it/s]
      35/80      0.94G     0.9836       1.64     0.6638      1.243         13        640:  11%|█         | 57/519 [00:29<04:47,  1.61it/s]
      35/80      0.94G     0.9833      1.645     0.6623      1.242          5        640:  11%|█         | 57/519 [00:29<04:47,  1.61it/s]
      35/80      0.94G     0.9833      1.645     0.6623      1.242          5        640:  11%|█         | 58/519 [00:29<03:42,  2.07it/s]
      35/80      0.94G     0.9859      1.663     0.6632      1.243          7        640:  11%|█         | 58/519 [00:30<03:42,  2.07it/s]
      35/80      0.94G     0.9859      1.663     0.6632      1.243          7        640:  11%|█▏        | 59/519 [00:30<03:04,  2.49it/s]
      35/80      0.94G     0.9829      1.661     0.6677      1.247          7        640:  11%|█▏        | 59/519 [00:30<03:04,  2.49it/s]
      35/80      0.94G     0.9829      1.661     0.6677      1.247          7        640:  12%|█▏        | 60/519 [00:30<02:41,  2.85it/s]
      35/80      0.94G     0.9862      1.664     0.6685      1.246         10        640:  12%|█▏        | 60/519 [00:31<02:41,  2.85it/s]
      35/80      0.94G     0.9862      1.664     0.6685      1.246         10        640:  12%|█▏        | 61/519 [00:31<03:44,  2.04it/s]
      35/80      0.94G     0.9836      1.657     0.6655      1.247          9        640:  12%|█▏        | 61/519 [00:31<03:44,  2.04it/s]
      35/80      0.94G     0.9836      1.657     0.6655      1.247          9        640:  12%|█▏        | 62/519 [00:31<03:10,  2.40it/s]
      35/80      0.94G     0.9836      1.653     0.6644      1.246         12        640:  12%|█▏        | 62/519 [00:31<03:10,  2.40it/s]
      35/80      0.94G     0.9836      1.653     0.6644      1.246         12        640:  12%|█▏        | 63/519 [00:31<02:58,  2.56it/s]
      35/80      0.94G      0.986      1.651     0.6652      1.247          5        640:  12%|█▏        | 63/519 [00:31<02:58,  2.56it/s]
      35/80      0.94G      0.986      1.651     0.6652      1.247          5        640:  12%|█▏        | 64/519 [00:31<02:38,  2.88it/s]
      35/80      0.94G     0.9887      1.657     0.6674      1.247         11        640:  12%|█▏        | 64/519 [00:33<02:38,  2.88it/s]
      35/80      0.94G     0.9887      1.657     0.6674      1.247         11        640:  13%|█▎        | 65/519 [00:33<04:14,  1.78it/s]
      35/80      0.94G     0.9897      1.648     0.6665      1.249          6        640:  13%|█▎        | 65/519 [00:33<04:14,  1.78it/s]
      35/80      0.94G     0.9897      1.648     0.6665      1.249          6        640:  13%|█▎        | 66/519 [00:33<03:25,  2.21it/s]
      35/80      0.94G      0.987      1.643     0.6646      1.247          9        640:  13%|█▎        | 66/519 [00:33<03:25,  2.21it/s]
      35/80      0.94G      0.987      1.643     0.6646      1.247          9        640:  13%|█▎        | 67/519 [00:33<02:52,  2.61it/s]
      35/80      0.94G     0.9876      1.641     0.6647      1.248         10        640:  13%|█▎        | 67/519 [00:33<02:52,  2.61it/s]
      35/80      0.94G     0.9876      1.641     0.6647      1.248         10        640:  13%|█▎        | 68/519 [00:33<02:37,  2.86it/s]
      35/80      0.94G     0.9858      1.638     0.6636      1.248         11        640:  13%|█▎        | 68/519 [00:34<02:37,  2.86it/s]
      35/80      0.94G     0.9858      1.638     0.6636      1.248         11        640:  13%|█▎        | 69/519 [00:34<03:33,  2.11it/s]
      35/80      0.94G     0.9874      1.636     0.6622      1.248         12        640:  13%|█▎        | 69/519 [00:34<03:33,  2.11it/s]
      35/80      0.94G     0.9874      1.636     0.6622      1.248         12        640:  13%|█▎        | 70/519 [00:34<03:02,  2.46it/s]
      35/80      0.94G     0.9879      1.636     0.6629      1.249         12        640:  13%|█▎        | 70/519 [00:34<03:02,  2.46it/s]
      35/80      0.94G     0.9879      1.636     0.6629      1.249         12        640:  14%|█▎        | 71/519 [00:34<02:37,  2.84it/s]
      35/80      0.94G     0.9822      1.627       0.66      1.246         12        640:  14%|█▎        | 71/519 [00:35<02:37,  2.84it/s]
      35/80      0.94G     0.9822      1.627       0.66      1.246         12        640:  14%|█▍        | 72/519 [00:35<02:17,  3.26it/s]
      35/80      0.94G     0.9843      1.627       0.66      1.247         12        640:  14%|█▍        | 72/519 [00:36<02:17,  3.26it/s]
      35/80      0.94G     0.9843      1.627       0.66      1.247         12        640:  14%|█▍        | 73/519 [00:36<04:15,  1.74it/s]
      35/80      0.94G     0.9889      1.634     0.6705       1.25          6        640:  14%|█▍        | 73/519 [00:36<04:15,  1.74it/s]
      35/80      0.94G     0.9889      1.634     0.6705       1.25          6        640:  14%|█▍        | 74/519 [00:36<03:33,  2.09it/s]
      35/80      0.94G     0.9906      1.632     0.6746       1.25         12        640:  14%|█▍        | 74/519 [00:36<03:33,  2.09it/s]
      35/80      0.94G     0.9906      1.632     0.6746       1.25         12        640:  14%|█▍        | 75/519 [00:36<03:01,  2.44it/s]
      35/80      0.94G      0.986      1.626     0.6712      1.247          9        640:  14%|█▍        | 75/519 [00:37<03:01,  2.44it/s]
      35/80      0.94G      0.986      1.626     0.6712      1.247          9        640:  15%|█▍        | 76/519 [00:37<02:36,  2.83it/s]
      35/80      0.94G     0.9866       1.63     0.6715      1.246          7        640:  15%|█▍        | 76/519 [00:38<02:36,  2.83it/s]
      35/80      0.94G     0.9866       1.63     0.6715      1.246          7        640:  15%|█▍        | 77/519 [00:38<05:25,  1.36it/s]
      35/80      0.94G     0.9855      1.626     0.6693      1.247         11        640:  15%|█▍        | 77/519 [00:38<05:25,  1.36it/s]
      35/80      0.94G     0.9855      1.626     0.6693      1.247         11        640:  15%|█▌        | 78/519 [00:38<04:16,  1.72it/s]
      35/80      0.94G     0.9853      1.623     0.6667      1.248          5        640:  15%|█▌        | 78/519 [00:39<04:16,  1.72it/s]
      35/80      0.94G     0.9853      1.623     0.6667      1.248          5        640:  15%|█▌        | 79/519 [00:39<03:35,  2.05it/s]
      35/80      0.94G     0.9866      1.621     0.6648      1.248         12        640:  15%|█▌        | 79/519 [00:39<03:35,  2.05it/s]
      35/80      0.94G     0.9866      1.621     0.6648      1.248         12        640:  15%|█▌        | 80/519 [00:39<03:03,  2.39it/s]
      35/80      0.94G      0.984      1.615     0.6614      1.248          5        640:  15%|█▌        | 80/519 [00:40<03:03,  2.39it/s]
      35/80      0.94G      0.984      1.615     0.6614      1.248          5        640:  16%|█▌        | 81/519 [00:40<04:11,  1.74it/s]
      35/80      0.94G     0.9882      1.614     0.6599      1.253         11        640:  16%|█▌        | 81/519 [00:40<04:11,  1.74it/s]
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      35/80      0.94G     0.9855      1.612     0.6595      1.252          7        640:  16%|█▌        | 82/519 [00:40<03:21,  2.17it/s]
      35/80      0.94G     0.9855      1.612     0.6595      1.252          7        640:  16%|█▌        | 83/519 [00:40<02:51,  2.54it/s]
      35/80      0.94G     0.9832      1.606     0.6565      1.249          8        640:  16%|█▌        | 83/519 [00:41<02:51,  2.54it/s]
      35/80      0.94G     0.9832      1.606     0.6565      1.249          8        640:  16%|█▌        | 84/519 [00:41<02:32,  2.85it/s]
      35/80      0.94G     0.9818      1.603     0.6554      1.249         11        640:  16%|█▌        | 84/519 [00:41<02:32,  2.85it/s]
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      35/80      0.94G     0.9779      1.605     0.6548      1.247         10        640:  16%|█▋        | 85/519 [00:42<03:34,  2.03it/s]
      35/80      0.94G     0.9779      1.605     0.6548      1.247         10        640:  17%|█▋        | 86/519 [00:42<02:55,  2.47it/s]
      35/80      0.94G     0.9812      1.606     0.6548      1.251          6        640:  17%|█▋        | 86/519 [00:42<02:55,  2.47it/s]
      35/80      0.94G     0.9812      1.606     0.6548      1.251          6        640:  17%|█▋        | 87/519 [00:42<02:36,  2.77it/s]
      35/80      0.94G     0.9811      1.605     0.6587       1.25          5        640:  17%|█▋        | 87/519 [00:42<02:36,  2.77it/s]
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      35/80      0.94G     0.9799      1.603     0.6581      1.249         14        640:  17%|█▋        | 88/519 [00:43<02:21,  3.05it/s]
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      35/80      0.94G     0.9806      1.603     0.6589      1.249         10        640:  17%|█▋        | 89/519 [00:43<03:48,  1.88it/s]
      35/80      0.94G     0.9806      1.603     0.6589      1.249         10        640:  17%|█▋        | 90/519 [00:43<03:05,  2.32it/s]
      35/80      0.94G     0.9797      1.606     0.6582      1.248          9        640:  17%|█▋        | 90/519 [00:44<03:05,  2.32it/s]
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      35/80      0.94G     0.9802      1.607     0.6592       1.25          9        640:  18%|█▊        | 91/519 [00:44<02:42,  2.63it/s]
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      35/80      0.94G     0.9809       1.61     0.6585       1.25          8        640:  18%|█▊        | 92/519 [00:45<02:23,  2.98it/s]
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      35/80      0.94G     0.9853      1.614     0.6579      1.257          9        640:  18%|█▊        | 93/519 [00:45<03:39,  1.94it/s]
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      35/80      0.94G     0.9838      1.614      0.657      1.255          7        640:  18%|█▊        | 94/519 [00:45<03:08,  2.26it/s]
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      35/80      0.94G     0.9822      1.613     0.6565      1.253         12        640:  18%|█▊        | 95/519 [00:46<02:47,  2.53it/s]
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      35/80      0.94G     0.9824      1.609     0.6546      1.255          7        640:  18%|█▊        | 96/519 [00:47<02:38,  2.67it/s]
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      35/80      0.94G     0.9781      1.607     0.6559      1.249          7        640:  56%|█████▋    | 292/519 [02:17<01:56,  1.94it/s]
      35/80      0.94G     0.9781      1.607     0.6559      1.249          7        640:  56%|█████▋    | 293/519 [02:17<01:38,  2.29it/s]
      35/80      0.94G     0.9792       1.61     0.6571      1.249          9        640:  56%|█████▋    | 293/519 [02:17<01:38,  2.29it/s]
      35/80      0.94G     0.9792       1.61     0.6571      1.249          9        640:  57%|█████▋    | 294/519 [02:17<01:21,  2.77it/s]
      35/80      0.94G     0.9797      1.608     0.6567       1.25          9        640:  57%|█████▋    | 294/519 [02:17<01:21,  2.77it/s]
      35/80      0.94G     0.9797      1.608     0.6567       1.25          9        640:  57%|█████▋    | 295/519 [02:17<01:13,  3.05it/s]
      35/80      0.94G     0.9795      1.608     0.6562       1.25         13        640:  57%|█████▋    | 295/519 [02:18<01:13,  3.05it/s]
      35/80      0.94G     0.9795      1.608     0.6562       1.25         13        640:  57%|█████▋    | 296/519 [02:18<01:51,  2.01it/s]
      35/80      0.94G      0.979      1.607     0.6554      1.249         14        640:  57%|█████▋    | 296/519 [02:18<01:51,  2.01it/s]
      35/80      0.94G      0.979      1.607     0.6554      1.249         14        640:  57%|█████▋    | 297/519 [02:18<01:36,  2.31it/s]
      35/80      0.94G     0.9796      1.607     0.6553      1.249         10        640:  57%|█████▋    | 297/519 [02:18<01:36,  2.31it/s]
      35/80      0.94G     0.9796      1.607     0.6553      1.249         10        640:  57%|█████▋    | 298/519 [02:18<01:17,  2.86it/s]
      35/80      0.94G     0.9794      1.606     0.6549      1.248         11        640:  57%|█████▋    | 298/519 [02:19<01:17,  2.86it/s]
      35/80      0.94G     0.9794      1.606     0.6549      1.248         11        640:  58%|█████▊    | 299/519 [02:19<01:13,  3.00it/s]
      35/80      0.94G     0.9798      1.605     0.6549      1.248         15        640:  58%|█████▊    | 299/519 [02:20<01:13,  3.00it/s]
      35/80      0.94G     0.9798      1.605     0.6549      1.248         15        640:  58%|█████▊    | 300/519 [02:20<02:05,  1.75it/s]
      35/80      0.94G     0.9796      1.606     0.6541      1.248         12        640:  58%|█████▊    | 300/519 [02:20<02:05,  1.75it/s]
      35/80      0.94G     0.9796      1.606     0.6541      1.248         12        640:  58%|█████▊    | 301/519 [02:20<01:38,  2.21it/s]
      35/80      0.94G     0.9795      1.607     0.6539      1.248         10        640:  58%|█████▊    | 301/519 [02:20<01:38,  2.21it/s]
      35/80      0.94G     0.9795      1.607     0.6539      1.248         10        640:  58%|█████▊    | 302/519 [02:20<01:22,  2.63it/s]
      35/80      0.94G     0.9792      1.609     0.6538      1.248          9        640:  58%|█████▊    | 302/519 [02:21<01:22,  2.63it/s]
      35/80      0.94G     0.9792      1.609     0.6538      1.248          9        640:  58%|█████▊    | 303/519 [02:21<01:19,  2.70it/s]
      35/80      0.94G       0.98      1.609     0.6542      1.248         14        640:  58%|█████▊    | 303/519 [02:22<01:19,  2.70it/s]
      35/80      0.94G       0.98      1.609     0.6542      1.248         14        640:  59%|█████▊    | 304/519 [02:22<02:08,  1.67it/s]
      35/80      0.94G     0.9806      1.611     0.6545      1.248         12        640:  59%|█████▊    | 304/519 [02:22<02:08,  1.67it/s]
      35/80      0.94G     0.9806      1.611     0.6545      1.248         12        640:  59%|█████▉    | 305/519 [02:22<01:40,  2.14it/s]
      35/80      0.94G     0.9804      1.609     0.6548      1.248          8        640:  59%|█████▉    | 305/519 [02:22<01:40,  2.14it/s]
      35/80      0.94G     0.9804      1.609     0.6548      1.248          8        640:  59%|█████▉    | 306/519 [02:22<01:26,  2.46it/s]
      35/80      0.94G     0.9799      1.609     0.6545      1.247         11        640:  59%|█████▉    | 306/519 [02:22<01:26,  2.46it/s]
      35/80      0.94G     0.9799      1.609     0.6545      1.247         11        640:  59%|█████▉    | 307/519 [02:22<01:13,  2.89it/s]
      35/80      0.94G       0.98      1.609     0.6544      1.248          9        640:  59%|█████▉    | 307/519 [02:24<01:13,  2.89it/s]
      35/80      0.94G       0.98      1.609     0.6544      1.248          9        640:  59%|█████▉    | 308/519 [02:24<02:16,  1.54it/s]
      35/80      0.94G     0.9795       1.61     0.6542      1.247         12        640:  59%|█████▉    | 308/519 [02:24<02:16,  1.54it/s]
      35/80      0.94G     0.9795       1.61     0.6542      1.247         12        640:  60%|█████▉    | 309/519 [02:24<01:46,  1.97it/s]
      35/80      0.94G     0.9792       1.61     0.6539      1.247         14        640:  60%|█████▉    | 309/519 [02:24<01:46,  1.97it/s]
      35/80      0.94G     0.9792       1.61     0.6539      1.247         14        640:  60%|█████▉    | 310/519 [02:24<01:30,  2.31it/s]
      35/80      0.94G     0.9787      1.607     0.6534      1.247         12        640:  60%|█████▉    | 310/519 [02:24<01:30,  2.31it/s]
      35/80      0.94G     0.9787      1.607     0.6534      1.247         12        640:  60%|█████▉    | 311/519 [02:24<01:14,  2.80it/s]
      35/80      0.94G     0.9788      1.608      0.654      1.247          7        640:  60%|█████▉    | 311/519 [02:25<01:14,  2.80it/s]
      35/80      0.94G     0.9788      1.608      0.654      1.247          7        640:  60%|██████    | 312/519 [02:25<01:40,  2.06it/s]
      35/80      0.94G      0.978      1.607     0.6535      1.246         11        640:  60%|██████    | 312/519 [02:25<01:40,  2.06it/s]
      35/80      0.94G      0.978      1.607     0.6535      1.246         11        640:  60%|██████    | 313/519 [02:25<01:26,  2.39it/s]
      35/80      0.94G     0.9773      1.606     0.6531      1.246         13        640:  60%|██████    | 313/519 [02:26<01:26,  2.39it/s]
      35/80      0.94G     0.9773      1.606     0.6531      1.246         13        640:  61%|██████    | 314/519 [02:26<01:10,  2.91it/s]
      35/80      0.94G     0.9771      1.605     0.6528      1.246          7        640:  61%|██████    | 314/519 [02:26<01:10,  2.91it/s]
      35/80      0.94G     0.9771      1.605     0.6528      1.246          7        640:  61%|██████    | 315/519 [02:26<01:05,  3.13it/s]
      35/80      0.94G     0.9778      1.607     0.6531      1.246         12        640:  61%|██████    | 315/519 [02:27<01:05,  3.13it/s]
      35/80      0.94G     0.9778      1.607     0.6531      1.246         12        640:  61%|██████    | 316/519 [02:27<01:56,  1.75it/s]
      35/80      0.94G     0.9785      1.609     0.6531      1.247          7        640:  61%|██████    | 316/519 [02:27<01:56,  1.75it/s]
      35/80      0.94G     0.9785      1.609     0.6531      1.247          7        640:  61%|██████    | 317/519 [02:27<01:34,  2.13it/s]
      35/80      0.94G     0.9782      1.609     0.6529      1.247          8        640:  61%|██████    | 317/519 [02:27<01:34,  2.13it/s]
      35/80      0.94G     0.9782      1.609     0.6529      1.247          8        640:  61%|██████▏   | 318/519 [02:27<01:22,  2.45it/s]
      35/80      0.94G     0.9779      1.608     0.6528      1.248          8        640:  61%|██████▏   | 318/519 [02:28<01:22,  2.45it/s]
      35/80      0.94G     0.9779      1.608     0.6528      1.248          8        640:  61%|██████▏   | 319/519 [02:28<01:16,  2.63it/s]
      35/80      0.94G     0.9783      1.608     0.6529      1.248          7        640:  61%|██████▏   | 319/519 [02:28<01:16,  2.63it/s]
      35/80      0.94G     0.9783      1.608     0.6529      1.248          7        640:  62%|██████▏   | 320/519 [02:28<01:35,  2.08it/s]
      35/80      0.94G     0.9778      1.608     0.6527      1.248         12        640:  62%|██████▏   | 320/519 [02:29<01:35,  2.08it/s]
      35/80      0.94G     0.9778      1.608     0.6527      1.248         12        640:  62%|██████▏   | 321/519 [02:29<01:16,  2.60it/s]
      35/80      0.94G     0.9773      1.607     0.6521      1.247         11        640:  62%|██████▏   | 321/519 [02:29<01:16,  2.60it/s]
      35/80      0.94G     0.9773      1.607     0.6521      1.247         11        640:  62%|██████▏   | 322/519 [02:29<01:09,  2.85it/s]
      35/80      0.94G      0.977      1.607     0.6518      1.247         12        640:  62%|██████▏   | 322/519 [02:29<01:09,  2.85it/s]
      35/80      0.94G      0.977      1.607     0.6518      1.247         12        640:  62%|██████▏   | 323/519 [02:29<01:00,  3.22it/s]
      35/80      0.94G     0.9766      1.606     0.6512      1.246          6        640:  62%|██████▏   | 323/519 [02:30<01:00,  3.22it/s]
      35/80      0.94G     0.9766      1.606     0.6512      1.246          6        640:  62%|██████▏   | 324/519 [02:30<01:28,  2.20it/s]
      35/80      0.94G     0.9762      1.608     0.6505      1.246         11        640:  62%|██████▏   | 324/519 [02:31<01:28,  2.20it/s]
      35/80      0.94G     0.9762      1.608     0.6505      1.246         11        640:  63%|██████▎   | 325/519 [02:31<01:39,  1.96it/s]
      35/80      0.94G     0.9756      1.607     0.6503      1.245          7        640:  63%|██████▎   | 325/519 [02:31<01:39,  1.96it/s]
      35/80      0.94G     0.9756      1.607     0.6503      1.245          7        640:  63%|██████▎   | 326/519 [02:31<01:22,  2.34it/s]
      35/80      0.94G     0.9753      1.606     0.6499      1.245         15        640:  63%|██████▎   | 326/519 [02:31<01:22,  2.34it/s]
      35/80      0.94G     0.9753      1.606     0.6499      1.245         15        640:  63%|██████▎   | 327/519 [02:31<01:11,  2.67it/s]
      35/80      0.94G      0.975      1.605       0.65      1.244          8        640:  63%|██████▎   | 327/519 [02:32<01:11,  2.67it/s]
      35/80      0.94G      0.975      1.605       0.65      1.244          8        640:  63%|██████▎   | 328/519 [02:32<01:22,  2.31it/s]
      35/80      0.94G     0.9755      1.604     0.6505      1.244         10        640:  63%|██████▎   | 328/519 [02:33<01:22,  2.31it/s]
      35/80      0.94G     0.9755      1.604     0.6505      1.244         10        640:  63%|██████▎   | 329/519 [02:33<01:50,  1.72it/s]
      35/80      0.94G     0.9755      1.603     0.6502      1.244          7        640:  63%|██████▎   | 329/519 [02:33<01:50,  1.72it/s]
      35/80      0.94G     0.9755      1.603     0.6501      1.244         10        640:  63%|██████▎   | 329/519 [02:33<01:50,  1.72it/s]
      35/80      0.94G     0.9755      1.603     0.6501      1.244         10        640:  64%|██████▍   | 331/519 [02:33<01:04,  2.89it/s]
      35/80      0.94G     0.9757      1.603     0.6501      1.244         10        640:  64%|██████▍   | 331/519 [02:33<01:04,  2.89it/s]
      35/80      0.94G     0.9757      1.603     0.6501      1.244         10        640:  64%|██████▍   | 332/519 [02:33<01:18,  2.39it/s]
      35/80      0.94G     0.9756      1.603       0.65      1.244         12        640:  64%|██████▍   | 332/519 [02:34<01:18,  2.39it/s]
      35/80      0.94G     0.9756      1.603       0.65      1.244         12        640:  64%|██████▍   | 333/519 [02:34<01:53,  1.63it/s]
      35/80      0.94G     0.9752      1.602     0.6494      1.244         11        640:  64%|██████▍   | 333/519 [02:35<01:53,  1.63it/s]
      35/80      0.94G     0.9752      1.602     0.6494      1.244         11        640:  64%|██████▍   | 334/519 [02:35<01:35,  1.94it/s]
      35/80      0.94G     0.9754      1.601     0.6492      1.244          9        640:  64%|██████▍   | 334/519 [02:35<01:35,  1.94it/s]
      35/80      0.94G     0.9754      1.601     0.6492      1.244          9        640:  65%|██████▍   | 335/519 [02:35<01:24,  2.17it/s]
      35/80      0.94G     0.9752      1.601     0.6492      1.243         11        640:  65%|██████▍   | 335/519 [02:35<01:24,  2.17it/s]
      35/80      0.94G     0.9752      1.601     0.6492      1.243         11        640:  65%|██████▍   | 336/519 [02:35<01:19,  2.30it/s]
      35/80      0.94G     0.9746        1.6     0.6489      1.243          6        640:  65%|██████▍   | 336/519 [02:37<01:19,  2.30it/s]
      35/80      0.94G     0.9746        1.6     0.6489      1.243          6        640:  65%|██████▍   | 337/519 [02:37<01:57,  1.55it/s]
      35/80      0.94G     0.9743        1.6     0.6487      1.243          8        640:  65%|██████▍   | 337/519 [02:37<01:57,  1.55it/s]
      35/80      0.94G     0.9743        1.6     0.6487      1.243          8        640:  65%|██████▌   | 338/519 [02:37<01:34,  1.91it/s]
      35/80      0.94G     0.9736        1.6     0.6481      1.242          8        640:  65%|██████▌   | 338/519 [02:37<01:34,  1.91it/s]
      35/80      0.94G     0.9736        1.6     0.6481      1.242          8        640:  65%|██████▌   | 339/519 [02:37<01:22,  2.18it/s]
      35/80      0.94G     0.9738      1.599     0.6477      1.242          9        640:  65%|██████▌   | 339/519 [02:38<01:22,  2.18it/s]
      35/80      0.94G     0.9738      1.599     0.6477      1.242          9        640:  66%|██████▌   | 340/519 [02:38<01:37,  1.84it/s]
      35/80      0.94G     0.9738      1.599     0.6476      1.242         13        640:  66%|██████▌   | 340/519 [02:38<01:37,  1.84it/s]
      35/80      0.94G     0.9738      1.599     0.6476      1.242         13        640:  66%|██████▌   | 341/519 [02:38<01:39,  1.80it/s]
      35/80      0.94G     0.9737      1.597     0.6471      1.243          8        640:  66%|██████▌   | 341/519 [02:39<01:39,  1.80it/s]
      35/80      0.94G     0.9737      1.597     0.6471      1.243          8        640:  66%|██████▌   | 342/519 [02:39<01:20,  2.20it/s]
      35/80      0.94G     0.9738      1.597     0.6474      1.243         12        640:  66%|██████▌   | 342/519 [02:39<01:20,  2.20it/s]
      35/80      0.94G     0.9738      1.597     0.6474      1.243         12        640:  66%|██████▌   | 343/519 [02:39<01:09,  2.53it/s]
      35/80      0.94G      0.974      1.598     0.6475      1.243         15        640:  66%|██████▌   | 343/519 [02:40<01:09,  2.53it/s]
      35/80      0.94G      0.974      1.598     0.6475      1.243         15        640:  66%|██████▋   | 344/519 [02:40<01:30,  1.94it/s]
      35/80      0.94G     0.9735      1.598     0.6481      1.243          7        640:  66%|██████▋   | 344/519 [02:40<01:30,  1.94it/s]
      35/80      0.94G     0.9735      1.598     0.6481      1.243          7        640:  66%|██████▋   | 345/519 [02:40<01:21,  2.15it/s]
      35/80      0.94G     0.9734      1.597     0.6479      1.243          8        640:  66%|██████▋   | 345/519 [02:40<01:21,  2.15it/s]
      35/80      0.94G     0.9734      1.597     0.6479      1.243          8        640:  67%|██████▋   | 346/519 [02:40<01:09,  2.50it/s]
      35/80      0.94G     0.9732      1.596     0.6474      1.243         11        640:  67%|██████▋   | 346/519 [02:41<01:09,  2.50it/s]
      35/80      0.94G     0.9732      1.596     0.6474      1.243         11        640:  67%|██████▋   | 347/519 [02:41<00:59,  2.89it/s]
      35/80      0.94G     0.9733      1.596     0.6473      1.243          9        640:  67%|██████▋   | 347/519 [02:42<00:59,  2.89it/s]
      35/80      0.94G     0.9733      1.596     0.6473      1.243          9        640:  67%|██████▋   | 348/519 [02:42<01:37,  1.75it/s]
      35/80      0.94G     0.9733      1.596     0.6473      1.243         12        640:  67%|██████▋   | 348/519 [02:42<01:37,  1.75it/s]
      35/80      0.94G     0.9733      1.596     0.6473      1.243         12        640:  67%|██████▋   | 349/519 [02:42<01:30,  1.89it/s]
      35/80      0.94G     0.9733      1.595     0.6472      1.243         10        640:  67%|██████▋   | 349/519 [02:42<01:30,  1.89it/s]
      35/80      0.94G     0.9733      1.595     0.6472      1.243         10        640:  67%|██████▋   | 350/519 [02:42<01:15,  2.23it/s]
      35/80      0.94G     0.9739      1.596     0.6474      1.243         13        640:  67%|██████▋   | 350/519 [02:43<01:15,  2.23it/s]
      35/80      0.94G     0.9739      1.596     0.6474      1.243         13        640:  68%|██████▊   | 351/519 [02:43<01:07,  2.49it/s]
      35/80      0.94G     0.9748      1.597     0.6476      1.244          7        640:  68%|██████▊   | 351/519 [02:43<01:07,  2.49it/s]
      35/80      0.94G     0.9748      1.597     0.6476      1.244          7        640:  68%|██████▊   | 352/519 [02:43<01:18,  2.13it/s]
      35/80      0.94G     0.9744      1.596     0.6472      1.244         11        640:  68%|██████▊   | 352/519 [02:44<01:18,  2.13it/s]
      35/80      0.94G     0.9744      1.596     0.6472      1.244         11        640:  68%|██████▊   | 353/519 [02:44<01:46,  1.56it/s]
      35/80      0.94G     0.9744      1.595     0.6476      1.244         13        640:  68%|██████▊   | 353/519 [02:45<01:46,  1.56it/s]
      35/80      0.94G     0.9744      1.595     0.6476      1.244         13        640:  68%|██████▊   | 354/519 [02:45<01:26,  1.92it/s]
      35/80      0.94G     0.9743      1.595     0.6471      1.244         13        640:  68%|██████▊   | 354/519 [02:45<01:26,  1.92it/s]
      35/80      0.94G     0.9743      1.595     0.6471      1.244         13        640:  68%|██████▊   | 355/519 [02:45<01:09,  2.35it/s]
      35/80      0.94G     0.9753      1.595     0.6472      1.245         10        640:  68%|██████▊   | 355/519 [02:45<01:09,  2.35it/s]
      35/80      0.94G     0.9753      1.595     0.6472      1.245         10        640:  69%|██████▊   | 356/519 [02:45<01:19,  2.06it/s]
      35/80      0.94G      0.976      1.595     0.6473      1.245         10        640:  69%|██████▊   | 356/519 [02:46<01:19,  2.06it/s]
      35/80      0.94G      0.976      1.595     0.6473      1.245         10        640:  69%|██████▉   | 357/519 [02:46<01:20,  2.02it/s]
      35/80      0.94G     0.9759      1.596     0.6472      1.245         10        640:  69%|██████▉   | 357/519 [02:46<01:20,  2.02it/s]
      35/80      0.94G     0.9759      1.596     0.6472      1.245         10        640:  69%|██████▉   | 358/519 [02:46<01:08,  2.35it/s]
      35/80      0.94G     0.9758      1.596     0.6469      1.245          7        640:  69%|██████▉   | 358/519 [02:46<01:08,  2.35it/s]
      35/80      0.94G     0.9758      1.596     0.6469      1.245          7        640:  69%|██████▉   | 359/519 [02:46<00:58,  2.72it/s]
      35/80      0.94G     0.9766      1.597     0.6471      1.246          6        640:  69%|██████▉   | 359/519 [02:47<00:58,  2.72it/s]
      35/80      0.94G     0.9766      1.597     0.6471      1.246          6        640:  69%|██████▉   | 360/519 [02:47<01:19,  2.01it/s]
      35/80      0.94G     0.9758      1.596     0.6468      1.246          8        640:  69%|██████▉   | 360/519 [02:48<01:19,  2.01it/s]
      35/80      0.94G     0.9758      1.596     0.6468      1.246          8        640:  70%|██████▉   | 361/519 [02:48<01:29,  1.77it/s]
      35/80      0.94G     0.9759      1.595     0.6467      1.246         12        640:  70%|██████▉   | 361/519 [02:48<01:29,  1.77it/s]
      35/80      0.94G     0.9759      1.595     0.6467      1.246         12        640:  70%|██████▉   | 362/519 [02:48<01:14,  2.12it/s]
      35/80      0.94G      0.976      1.594     0.6468      1.246         14        640:  70%|██████▉   | 362/519 [02:48<01:14,  2.12it/s]
      35/80      0.94G      0.976      1.594     0.6468      1.246         14        640:  70%|██████▉   | 363/519 [02:48<01:03,  2.45it/s]
      35/80      0.94G     0.9761      1.595     0.6464      1.246         10        640:  70%|██████▉   | 363/519 [02:49<01:03,  2.45it/s]
      35/80      0.94G     0.9761      1.595     0.6464      1.246         10        640:  70%|███████   | 364/519 [02:49<00:54,  2.86it/s]
      35/80      0.94G     0.9767      1.595     0.6461      1.246         10        640:  70%|███████   | 364/519 [02:50<00:54,  2.86it/s]
      35/80      0.94G     0.9767      1.595     0.6461      1.246         10        640:  70%|███████   | 365/519 [02:50<01:31,  1.68it/s]
      35/80      0.94G     0.9765      1.595     0.6459      1.246         12        640:  70%|███████   | 365/519 [02:50<01:31,  1.68it/s]
      35/80      0.94G     0.9765      1.595     0.6459      1.246         12        640:  71%|███████   | 366/519 [02:50<01:12,  2.10it/s]
      35/80      0.94G      0.978      1.597     0.6469      1.246         11        640:  71%|███████   | 366/519 [02:50<01:12,  2.10it/s]
      35/80      0.94G      0.978      1.597     0.6469      1.246         11        640:  71%|███████   | 367/519 [02:50<01:07,  2.24it/s]
      35/80      0.94G     0.9794      1.598     0.6501      1.248          8        640:  71%|███████   | 367/519 [02:51<01:07,  2.24it/s]
      35/80      0.94G     0.9794      1.598     0.6501      1.248          8        640:  71%|███████   | 368/519 [02:51<00:59,  2.56it/s]
      35/80      0.94G     0.9789      1.598       0.65      1.247          8        640:  71%|███████   | 368/519 [02:51<00:59,  2.56it/s]
      35/80      0.94G     0.9789      1.598       0.65      1.247          8        640:  71%|███████   | 369/519 [02:51<01:03,  2.35it/s]
      35/80      0.94G     0.9794      1.601     0.6512      1.248          8        640:  71%|███████   | 369/519 [02:52<01:03,  2.35it/s]
      35/80      0.94G     0.9794      1.601     0.6512      1.248          8        640:  71%|███████▏  | 370/519 [02:52<01:05,  2.29it/s]
      35/80      0.94G     0.9792        1.6     0.6509      1.248          8        640:  71%|███████▏  | 370/519 [02:52<01:05,  2.29it/s]
      35/80      0.94G     0.9792        1.6     0.6509      1.248          8        640:  71%|███████▏  | 371/519 [02:52<00:59,  2.48it/s]
      35/80      0.94G     0.9789      1.599     0.6505      1.247         14        640:  71%|███████▏  | 371/519 [02:52<00:59,  2.48it/s]
      35/80      0.94G     0.9789      1.599     0.6505      1.247         14        640:  72%|███████▏  | 372/519 [02:52<00:52,  2.80it/s]
      35/80      0.94G     0.9803      1.599     0.6516      1.248          9        640:  72%|███████▏  | 372/519 [02:53<00:52,  2.80it/s]
      35/80      0.94G     0.9803      1.599     0.6516      1.248          9        640:  72%|███████▏  | 373/519 [02:53<01:00,  2.42it/s]
      35/80      0.94G     0.9804        1.6     0.6511      1.248          8        640:  72%|███████▏  | 373/519 [02:53<01:00,  2.42it/s]
      35/80      0.94G     0.9804        1.6     0.6511      1.248          8        640:  72%|███████▏  | 374/519 [02:53<01:00,  2.38it/s]
      35/80      0.94G     0.9798        1.6     0.6512      1.248         10        640:  72%|███████▏  | 374/519 [02:54<01:00,  2.38it/s]
      35/80      0.94G     0.9798        1.6     0.6512      1.248         10        640:  72%|███████▏  | 375/519 [02:54<01:30,  1.59it/s]
      35/80      0.94G       0.98        1.6     0.6512      1.248         13        640:  72%|███████▏  | 375/519 [02:54<01:30,  1.59it/s]
      35/80      0.94G       0.98        1.6     0.6512      1.248         13        640:  72%|███████▏  | 376/519 [02:54<01:12,  1.97it/s]
      35/80      0.94G     0.9814      1.601     0.6516      1.248         10        640:  72%|███████▏  | 376/519 [02:55<01:12,  1.97it/s]
      35/80      0.94G     0.9814      1.601     0.6516      1.248         10        640:  73%|███████▎  | 377/519 [02:55<00:58,  2.44it/s]
      35/80      0.94G     0.9811      1.601      0.652      1.248          6        640:  73%|███████▎  | 377/519 [02:55<00:58,  2.44it/s]
      35/80      0.94G     0.9811      1.601      0.652      1.248          6        640:  73%|███████▎  | 378/519 [02:55<00:49,  2.86it/s]
      35/80      0.94G      0.981        1.6     0.6527      1.248          7        640:  73%|███████▎  | 378/519 [02:56<00:49,  2.86it/s]
      35/80      0.94G      0.981        1.6     0.6527      1.248          7        640:  73%|███████▎  | 379/519 [02:56<01:15,  1.87it/s]
      35/80      0.94G     0.9812        1.6     0.6523      1.248         12        640:  73%|███████▎  | 379/519 [02:56<01:15,  1.87it/s]
      35/80      0.94G     0.9812        1.6     0.6523      1.248         12        640:  73%|███████▎  | 380/519 [02:56<01:02,  2.24it/s]
      35/80      0.94G     0.9812      1.602     0.6526      1.248          9        640:  73%|███████▎  | 380/519 [02:56<01:02,  2.24it/s]
      35/80      0.94G     0.9812      1.602     0.6526      1.248          9        640:  73%|███████▎  | 381/519 [02:56<00:53,  2.58it/s]
      35/80      0.94G     0.9809      1.602     0.6525      1.247          8        640:  73%|███████▎  | 381/519 [02:57<00:53,  2.58it/s]
      35/80      0.94G     0.9809      1.602     0.6525      1.247          8        640:  74%|███████▎  | 382/519 [02:57<01:02,  2.20it/s]
      35/80      0.94G     0.9803      1.602     0.6522      1.247         12        640:  74%|███████▎  | 382/519 [02:58<01:02,  2.20it/s]
      35/80      0.94G     0.9803      1.602     0.6522      1.247         12        640:  74%|███████▍  | 383/519 [02:58<01:16,  1.78it/s]
      35/80      0.94G     0.9806      1.603     0.6523      1.247         15        640:  74%|███████▍  | 383/519 [02:58<01:16,  1.78it/s]
      35/80      0.94G     0.9806      1.603     0.6523      1.247         15        640:  74%|███████▍  | 384/519 [02:58<01:05,  2.05it/s]
      35/80      0.94G       0.98      1.603     0.6519      1.247         10        640:  74%|███████▍  | 384/519 [02:59<01:05,  2.05it/s]
      35/80      0.94G       0.98      1.603     0.6519      1.247         10        640:  74%|███████▍  | 385/519 [02:59<01:08,  1.97it/s]
      35/80      0.94G     0.9795      1.602     0.6515      1.246         12        640:  74%|███████▍  | 385/519 [02:59<01:08,  1.97it/s]
      35/80      0.94G     0.9795      1.602     0.6515      1.246         12        640:  74%|███████▍  | 386/519 [02:59<00:57,  2.32it/s]
      35/80      0.94G     0.9806      1.602     0.6523      1.247          9        640:  74%|███████▍  | 386/519 [03:00<00:57,  2.32it/s]
      35/80      0.94G     0.9806      1.602     0.6523      1.247          9        640:  75%|███████▍  | 387/519 [03:00<01:09,  1.91it/s]
      35/80      0.94G     0.9801      1.602     0.6519      1.246          8        640:  75%|███████▍  | 387/519 [03:01<01:09,  1.91it/s]
      35/80      0.94G     0.9801      1.602     0.6519      1.246          8        640:  75%|███████▍  | 388/519 [03:01<01:29,  1.47it/s]
      35/80      0.94G     0.9804      1.602     0.6518      1.247         12        640:  75%|███████▍  | 388/519 [03:01<01:29,  1.47it/s]
      35/80      0.94G     0.9804      1.602     0.6518      1.247         12        640:  75%|███████▍  | 389/519 [03:01<01:11,  1.82it/s]
      35/80      0.94G     0.9805      1.606     0.6523      1.247         10        640:  75%|███████▍  | 389/519 [03:01<01:11,  1.82it/s]
      35/80      0.94G     0.9805      1.606     0.6523      1.247         10        640:  75%|███████▌  | 390/519 [03:01<00:58,  2.21it/s]
      35/80      0.94G     0.9807      1.606      0.652      1.247         13        640:  75%|███████▌  | 390/519 [03:02<00:58,  2.21it/s]
      35/80      0.94G     0.9807      1.606      0.652      1.247         13        640:  75%|███████▌  | 391/519 [03:02<00:59,  2.17it/s]
      35/80      0.94G     0.9801      1.604     0.6516      1.246         14        640:  75%|███████▌  | 391/519 [03:02<00:59,  2.17it/s]
      35/80      0.94G     0.9801      1.604     0.6516      1.246         14        640:  76%|███████▌  | 392/519 [03:02<01:11,  1.78it/s]
      35/80      0.94G     0.9796      1.604     0.6513      1.246         10        640:  76%|███████▌  | 392/519 [03:03<01:11,  1.78it/s]
      35/80      0.94G     0.9796      1.604     0.6513      1.246         10        640:  76%|███████▌  | 393/519 [03:03<00:58,  2.17it/s]
      35/80      0.94G       0.98      1.606     0.6516      1.246         10        640:  76%|███████▌  | 393/519 [03:03<00:58,  2.17it/s]
      35/80      0.94G       0.98      1.606     0.6516      1.246         10        640:  76%|███████▌  | 394/519 [03:03<01:08,  1.83it/s]
      35/80      0.94G     0.9797      1.605     0.6514      1.246          6        640:  76%|███████▌  | 394/519 [03:04<01:08,  1.83it/s]
      35/80      0.94G     0.9797      1.605     0.6514      1.246          6        640:  76%|███████▌  | 395/519 [03:04<00:53,  2.31it/s]
      35/80      0.94G     0.9791      1.604     0.6508      1.245          7        640:  76%|███████▌  | 395/519 [03:04<00:53,  2.31it/s]
      35/80      0.94G     0.9791      1.604     0.6508      1.245          7        640:  76%|███████▋  | 396/519 [03:04<00:58,  2.12it/s]
      35/80      0.94G      0.979      1.604     0.6512      1.246          9        640:  76%|███████▋  | 396/519 [03:05<00:58,  2.12it/s]
      35/80      0.94G      0.979      1.604     0.6512      1.246          9        640:  76%|███████▋  | 397/519 [03:05<01:16,  1.60it/s]
      35/80      0.94G     0.9801      1.605     0.6515      1.246          7        640:  76%|███████▋  | 397/519 [03:05<01:16,  1.60it/s]
      35/80      0.94G     0.9801      1.605     0.6515      1.246          7        640:  77%|███████▋  | 398/519 [03:05<01:01,  1.96it/s]
      35/80      0.94G       0.98      1.605     0.6515      1.246         14        640:  77%|███████▋  | 398/519 [03:06<01:01,  1.96it/s]
      35/80      0.94G       0.98      1.605     0.6515      1.246         14        640:  77%|███████▋  | 399/519 [03:06<00:54,  2.22it/s]
      35/80      0.94G     0.9799      1.605     0.6515      1.246          7        640:  77%|███████▋  | 399/519 [03:06<00:54,  2.22it/s]
      35/80      0.94G     0.9799      1.605     0.6515      1.246          7        640:  77%|███████▋  | 400/519 [03:06<00:51,  2.30it/s]
      35/80      0.94G     0.9803      1.607     0.6519      1.247          7        640:  77%|███████▋  | 400/519 [03:07<00:51,  2.30it/s]
      35/80      0.94G     0.9803      1.607     0.6519      1.247          7        640:  77%|███████▋  | 401/519 [03:07<01:07,  1.75it/s]
      35/80      0.94G     0.9804      1.605     0.6515      1.247         11        640:  77%|███████▋  | 401/519 [03:07<01:07,  1.75it/s]
      35/80      0.94G     0.9804      1.605     0.6515      1.247         11        640:  77%|███████▋  | 402/519 [03:07<00:53,  2.17it/s]
      35/80      0.94G     0.9806      1.607     0.6513      1.247          8        640:  77%|███████▋  | 402/519 [03:07<00:53,  2.17it/s]
      35/80      0.94G     0.9806      1.607     0.6513      1.247          8        640:  78%|███████▊  | 403/519 [03:07<00:46,  2.48it/s]
      35/80      0.94G     0.9808      1.606     0.6509      1.247          8        640:  78%|███████▊  | 403/519 [03:08<00:46,  2.48it/s]
      35/80      0.94G     0.9808      1.606     0.6509      1.247          8        640:  78%|███████▊  | 404/519 [03:08<01:06,  1.72it/s]
      35/80      0.94G     0.9806      1.605     0.6506      1.247          9        640:  78%|███████▊  | 404/519 [03:09<01:06,  1.72it/s]
      35/80      0.94G     0.9806      1.605     0.6506      1.247          9        640:  78%|███████▊  | 405/519 [03:09<01:08,  1.66it/s]
      35/80      0.94G     0.9814      1.605     0.6508      1.247          9        640:  78%|███████▊  | 405/519 [03:09<01:08,  1.66it/s]
      35/80      0.94G     0.9814      1.605     0.6508      1.247          9        640:  78%|███████▊  | 406/519 [03:09<00:56,  2.02it/s]
      35/80      0.94G     0.9819      1.606     0.6511      1.247          8        640:  78%|███████▊  | 406/519 [03:10<00:56,  2.02it/s]
      35/80      0.94G     0.9819      1.606     0.6511      1.247          8        640:  78%|███████▊  | 407/519 [03:10<00:46,  2.41it/s]
      35/80      0.94G     0.9815      1.605     0.6508      1.247         12        640:  78%|███████▊  | 407/519 [03:10<00:46,  2.41it/s]
      35/80      0.94G     0.9815      1.605     0.6508      1.247         12        640:  79%|███████▊  | 408/519 [03:10<00:51,  2.17it/s]
      35/80      0.94G      0.981      1.604     0.6505      1.247         12        640:  79%|███████▊  | 408/519 [03:11<00:51,  2.17it/s]
      35/80      0.94G      0.981      1.604     0.6505      1.247         12        640:  79%|███████▉  | 409/519 [03:11<01:07,  1.63it/s]
      35/80      0.94G     0.9811      1.605      0.651      1.247          9        640:  79%|███████▉  | 409/519 [03:11<01:07,  1.63it/s]
      35/80      0.94G     0.9811      1.605      0.651      1.247          9        640:  79%|███████▉  | 410/519 [03:11<00:54,  2.01it/s]
      35/80      0.94G     0.9812      1.605      0.651      1.247         12        640:  79%|███████▉  | 410/519 [03:12<00:54,  2.01it/s]
      35/80      0.94G     0.9812      1.605      0.651      1.247         12        640:  79%|███████▉  | 411/519 [03:12<00:45,  2.39it/s]
      35/80      0.94G     0.9815      1.606     0.6514      1.247          7        640:  79%|███████▉  | 411/519 [03:13<00:45,  2.39it/s]
      35/80      0.94G     0.9815      1.606     0.6514      1.247          7        640:  79%|███████▉  | 412/519 [03:13<01:03,  1.69it/s]
      35/80      0.94G      0.981      1.604     0.6509      1.247          8        640:  79%|███████▉  | 412/519 [03:13<01:03,  1.69it/s]
      35/80      0.94G      0.981      1.604     0.6509      1.247          8        640:  80%|███████▉  | 413/519 [03:13<00:56,  1.89it/s]
      35/80      0.94G     0.9806      1.603     0.6504      1.247          7        640:  80%|███████▉  | 413/519 [03:13<00:56,  1.89it/s]
      35/80      0.94G     0.9806      1.603     0.6504      1.247          7        640:  80%|███████▉  | 414/519 [03:13<00:47,  2.20it/s]
      35/80      0.94G     0.9807      1.603     0.6504      1.247         14        640:  80%|███████▉  | 414/519 [03:13<00:47,  2.20it/s]
      35/80      0.94G     0.9807      1.603     0.6504      1.247         14        640:  80%|███████▉  | 415/519 [03:14<00:42,  2.43it/s]
      35/80      0.94G     0.9817      1.604     0.6506      1.248          8        640:  80%|███████▉  | 415/519 [03:14<00:42,  2.43it/s]
      35/80      0.94G     0.9817      1.604     0.6506      1.248          8        640:  80%|████████  | 416/519 [03:14<00:53,  1.94it/s]
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      35/80      0.94G     0.9878      1.622     0.6539      1.256          8        640:  92%|█████████▏| 478/519 [03:43<00:19,  2.06it/s]
      35/80      0.94G     0.9878      1.622     0.6539      1.256          8        640:  92%|█████████▏| 479/519 [03:43<00:17,  2.27it/s]
      35/80      0.94G     0.9875      1.622     0.6537      1.256         11        640:  92%|█████████▏| 479/519 [03:43<00:17,  2.27it/s]
      35/80      0.94G     0.9875      1.622     0.6537      1.256         11        640:  92%|█████████▏| 480/519 [03:43<00:17,  2.29it/s]
      35/80      0.94G     0.9869      1.621     0.6532      1.255         14        640:  92%|█████████▏| 480/519 [03:45<00:17,  2.29it/s]
      35/80      0.94G     0.9869      1.621     0.6532      1.255         14        640:  93%|█████████▎| 481/519 [03:45<00:26,  1.43it/s]
      35/80      0.94G     0.9864       1.62      0.653      1.255         10        640:  93%|█████████▎| 481/519 [03:45<00:26,  1.43it/s]
      35/80      0.94G     0.9864       1.62      0.653      1.255         10        640:  93%|█████████▎| 482/519 [03:45<00:20,  1.81it/s]
      35/80      0.94G      0.986       1.62     0.6528      1.255         14        640:  93%|█████████▎| 482/519 [03:45<00:20,  1.81it/s]
      35/80      0.94G      0.986       1.62     0.6528      1.255         14        640:  93%|█████████▎| 483/519 [03:45<00:16,  2.21it/s]
      35/80      0.94G      0.986      1.621     0.6535      1.255         14        640:  93%|█████████▎| 483/519 [03:45<00:16,  2.21it/s]
      35/80      0.94G      0.986      1.621     0.6535      1.255         14        640:  93%|█████████▎| 484/519 [03:45<00:15,  2.27it/s]
      35/80      0.94G     0.9859      1.622     0.6539      1.255          9        640:  93%|█████████▎| 484/519 [03:46<00:15,  2.27it/s]
      35/80      0.94G     0.9859      1.622     0.6539      1.255          9        640:  93%|█████████▎| 485/519 [03:46<00:18,  1.85it/s]
      35/80      0.94G     0.9865      1.623     0.6544      1.255          9        640:  93%|█████████▎| 485/519 [03:47<00:18,  1.85it/s]
      35/80      0.94G     0.9865      1.623     0.6544      1.255          9        640:  94%|█████████▎| 486/519 [03:47<00:14,  2.21it/s]
      35/80      0.94G     0.9871      1.623     0.6546      1.256          5        640:  94%|█████████▎| 486/519 [03:47<00:14,  2.21it/s]
      35/80      0.94G     0.9871      1.623     0.6546      1.256          5        640:  94%|█████████▍| 487/519 [03:47<00:12,  2.66it/s]
      35/80      0.94G     0.9876      1.622     0.6544      1.256          9        640:  94%|█████████▍| 487/519 [03:47<00:12,  2.66it/s]
      35/80      0.94G     0.9876      1.622     0.6544      1.256          9        640:  94%|█████████▍| 488/519 [03:47<00:14,  2.10it/s]
      35/80      0.94G     0.9876      1.623     0.6541      1.256          6        640:  94%|█████████▍| 488/519 [03:48<00:14,  2.10it/s]
      35/80      0.94G     0.9876      1.623     0.6541      1.256          6        640:  94%|█████████▍| 489/519 [03:48<00:16,  1.87it/s]
      35/80      0.94G     0.9878      1.622     0.6537      1.256          8        640:  94%|█████████▍| 489/519 [03:48<00:16,  1.87it/s]
      35/80      0.94G     0.9878      1.622     0.6537      1.256          8        640:  94%|█████████▍| 490/519 [03:48<00:12,  2.33it/s]
      35/80      0.94G      0.987      1.621     0.6532      1.255         11        640:  94%|█████████▍| 490/519 [03:49<00:12,  2.33it/s]
      35/80      0.94G      0.987      1.621     0.6532      1.255         11        640:  95%|█████████▍| 491/519 [03:49<00:10,  2.70it/s]
      35/80      0.94G     0.9866       1.62     0.6529      1.255         10        640:  95%|█████████▍| 491/519 [03:49<00:10,  2.70it/s]
      35/80      0.94G     0.9866       1.62     0.6529      1.255         10        640:  95%|█████████▍| 492/519 [03:49<00:13,  2.04it/s]
      35/80      0.94G     0.9862       1.62     0.6527      1.254         10        640:  95%|█████████▍| 492/519 [03:50<00:13,  2.04it/s]
      35/80      0.94G     0.9862       1.62     0.6527      1.254         10        640:  95%|█████████▍| 493/519 [03:50<00:10,  2.38it/s]
      35/80      0.94G     0.9863       1.62     0.6525      1.254         13        640:  95%|█████████▍| 493/519 [03:50<00:10,  2.38it/s]
      35/80      0.94G     0.9863       1.62     0.6525      1.254         13        640:  95%|█████████▌| 494/519 [03:50<00:08,  2.81it/s]
      35/80      0.94G     0.9864       1.62     0.6529      1.254         12        640:  95%|█████████▌| 494/519 [03:50<00:08,  2.81it/s]
      35/80      0.94G     0.9864       1.62     0.6529      1.254         12        640:  95%|█████████▌| 495/519 [03:50<00:08,  2.98it/s]
      35/80      0.94G     0.9867      1.619     0.6527      1.254         11        640:  95%|█████████▌| 495/519 [03:51<00:08,  2.98it/s]
      35/80      0.94G     0.9867      1.619     0.6527      1.254         11        640:  96%|█████████▌| 496/519 [03:51<00:11,  2.02it/s]
      35/80      0.94G     0.9866      1.619     0.6523      1.254          9        640:  96%|█████████▌| 496/519 [03:51<00:11,  2.02it/s]
      35/80      0.94G     0.9866      1.619     0.6523      1.254          9        640:  96%|█████████▌| 497/519 [03:51<00:09,  2.37it/s]
      35/80      0.94G     0.9862      1.618     0.6519      1.254          7        640:  96%|█████████▌| 497/519 [03:51<00:09,  2.37it/s]
      35/80      0.94G     0.9862      1.618     0.6519      1.254          7        640:  96%|█████████▌| 498/519 [03:51<00:07,  2.69it/s]
      35/80      0.94G     0.9864      1.619     0.6523      1.254         12        640:  96%|█████████▌| 498/519 [03:52<00:07,  2.69it/s]
      35/80      0.94G     0.9864      1.619     0.6523      1.254         12        640:  96%|█████████▌| 499/519 [03:52<00:06,  2.91it/s]
      35/80      0.94G     0.9862      1.619     0.6524      1.254         16        640:  96%|█████████▌| 499/519 [03:53<00:06,  2.91it/s]
      35/80      0.94G     0.9862      1.619     0.6524      1.254         16        640:  96%|█████████▋| 500/519 [03:53<00:09,  1.98it/s]
      35/80      0.94G     0.9864      1.618     0.6527      1.254          7        640:  96%|█████████▋| 500/519 [03:53<00:09,  1.98it/s]
      35/80      0.94G     0.9864      1.618     0.6527      1.254          7        640:  97%|█████████▋| 501/519 [03:53<00:11,  1.60it/s]
      35/80      0.94G      0.987      1.618     0.6526      1.254         10        640:  97%|█████████▋| 501/519 [03:54<00:11,  1.60it/s]
      35/80      0.94G      0.987      1.618     0.6526      1.254         10        640:  97%|█████████▋| 502/519 [03:54<00:08,  1.92it/s]
      35/80      0.94G     0.9867      1.618     0.6523      1.254          9        640:  97%|█████████▋| 502/519 [03:54<00:08,  1.92it/s]
      35/80      0.94G     0.9867      1.618     0.6523      1.254          9        640:  97%|█████████▋| 503/519 [03:54<00:06,  2.33it/s]
      35/80      0.94G     0.9868      1.619     0.6525      1.254         13        640:  97%|█████████▋| 503/519 [03:54<00:06,  2.33it/s]
      35/80      0.94G     0.9868      1.619     0.6525      1.254         13        640:  97%|█████████▋| 504/519 [03:54<00:05,  2.58it/s]
      35/80      0.94G     0.9863      1.618     0.6523      1.254          9        640:  97%|█████████▋| 504/519 [03:56<00:05,  2.58it/s]
      35/80      0.94G     0.9863      1.618     0.6523      1.254          9        640:  97%|█████████▋| 505/519 [03:56<00:09,  1.51it/s]
      35/80      0.94G      0.986      1.618      0.652      1.254          8        640:  97%|█████████▋| 505/519 [03:56<00:09,  1.51it/s]
      35/80      0.94G      0.986      1.618      0.652      1.254          8        640:  97%|█████████▋| 506/519 [03:56<00:06,  1.86it/s]
      35/80      0.94G     0.9863      1.619     0.6523      1.254          8        640:  97%|█████████▋| 506/519 [03:56<00:06,  1.86it/s]
      35/80      0.94G     0.9863      1.619     0.6523      1.254          8        640:  98%|█████████▊| 507/519 [03:56<00:05,  2.25it/s]
      35/80      0.94G     0.9859      1.618      0.652      1.254         12        640:  98%|█████████▊| 507/519 [03:56<00:05,  2.25it/s]
      35/80      0.94G     0.9859      1.618      0.652      1.254         12        640:  98%|█████████▊| 508/519 [03:56<00:04,  2.59it/s]
      35/80      0.94G     0.9858      1.619     0.6521      1.254          9        640:  98%|█████████▊| 508/519 [03:58<00:04,  2.59it/s]
      35/80      0.94G     0.9858      1.619     0.6521      1.254          9        640:  98%|█████████▊| 509/519 [03:58<00:07,  1.41it/s]
      35/80      0.94G     0.9862       1.62     0.6526      1.255          6        640:  98%|█████████▊| 509/519 [03:58<00:07,  1.41it/s]
      35/80      0.94G     0.9862       1.62     0.6526      1.255          6        640:  98%|█████████▊| 510/519 [03:58<00:05,  1.80it/s]
      35/80      0.94G     0.9856      1.619     0.6526      1.254         11        640:  98%|█████████▊| 510/519 [03:58<00:05,  1.80it/s]
      35/80      0.94G     0.9856      1.619     0.6526      1.254         11        640:  98%|█████████▊| 511/519 [03:58<00:03,  2.13it/s]
      35/80      0.94G     0.9855       1.62     0.6527      1.254         11        640:  98%|█████████▊| 511/519 [03:58<00:03,  2.13it/s]
      35/80      0.94G     0.9855       1.62     0.6527      1.254         11        640:  99%|█████████▊| 512/519 [03:58<00:02,  2.56it/s]
      35/80      0.94G     0.9844      1.617     0.6522      1.254          4        640:  99%|█████████▊| 512/519 [03:59<00:02,  2.56it/s]
      35/80      0.94G     0.9844      1.617     0.6522      1.254          4        640:  99%|█████████▉| 513/519 [03:59<00:03,  1.78it/s]
      35/80      0.94G     0.9844      1.617     0.6521      1.254          8        640:  99%|█████████▉| 513/519 [04:00<00:03,  1.78it/s]
      35/80      0.94G     0.9844      1.617     0.6521      1.254          8        640:  99%|█████████▉| 514/519 [04:00<00:02,  2.28it/s]
      35/80      0.94G     0.9846      1.617     0.6517      1.254          9        640:  99%|█████████▉| 514/519 [04:00<00:02,  2.28it/s]
      35/80      0.94G     0.9846      1.617     0.6517      1.254          9        640:  99%|█████████▉| 515/519 [04:00<00:01,  2.81it/s]
      35/80      0.94G     0.9848      1.618      0.652      1.254         10        640:  99%|█████████▉| 515/519 [04:00<00:01,  2.81it/s]
      35/80      0.94G     0.9848      1.618      0.652      1.254         10        640:  99%|█████████▉| 516/519 [04:00<00:00,  3.41it/s]
      35/80      0.94G     0.9849      1.618     0.6519      1.254         11        640:  99%|█████████▉| 516/519 [04:00<00:00,  3.41it/s]
      35/80      0.94G     0.9849      1.618     0.6519      1.254         11        640: 100%|█████████▉| 517/519 [04:00<00:00,  2.53it/s]
      35/80      0.94G     0.9849      1.617     0.6519      1.254         10        640: 100%|█████████▉| 517/519 [04:01<00:00,  2.53it/s]
      35/80      0.94G     0.9849      1.617     0.6522      1.254          7        640: 100%|█████████▉| 517/519 [04:01<00:00,  2.53it/s]
      35/80      0.94G     0.9849      1.617     0.6522      1.254          7        640: 100%|██████████| 519/519 [04:01<00:00,  4.11it/s]
      35/80      0.94G     0.9849      1.617     0.6522      1.254          7        640: 100%|██████████| 519/519 [04:01<00:00,  2.15it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:41,  6.27s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:59,  2.84s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:47,  1.74s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:16,  1.25s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<00:59,  1.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:49,  1.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:42,  1.36it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:37,  1.51it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:31,  1.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:26,  2.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:23,  2.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:22,  2.39it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:21,  2.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:23,  2.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:23,  2.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:23,  2.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:23,  2.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:23,  1.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:25,  1.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:26,  1.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  2.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:17,  2.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:17<00:14,  2.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.36it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  4.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:05,  5.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:18<00:04,  6.44it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.60it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.44it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:04,  6.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  6.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  6.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:19<00:03,  6.44it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:20<00:03,  6.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.42it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  8.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:21<00:01,  8.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:00,  9.27it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  89%|████████▉ | 58/65 [00:22<00:00,  9.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  92%|█████████▏| 60/65 [00:22<00:00,  9.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.87it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.80it/s]
-                   all        519        519      0.962      0.948      0.982      0.739      0.964       0.95      0.983      0.714
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
      36/80      0.94G     0.7887      1.725     0.5038      1.082         10        640:   0%|          | 0/519 [00:03<?, ?it/s]
      36/80      0.94G     0.7887      1.725     0.5038      1.082         10        640:   0%|          | 1/519 [00:03<32:18,  3.74s/it]
      36/80      0.94G     0.8158      1.599     0.4931      1.074          8        640:   0%|          | 1/519 [00:03<32:18,  3.74s/it]
      36/80      0.94G     0.8158      1.599     0.4931      1.074          8        640:   0%|          | 2/519 [00:03<14:32,  1.69s/it]
      36/80      0.94G     0.8687      1.572     0.5512      1.089         11        640:   0%|          | 2/519 [00:04<14:32,  1.69s/it]
      36/80      0.94G     0.8687      1.572     0.5512      1.089         11        640:   1%|          | 3/519 [00:04<08:43,  1.02s/it]
      36/80      0.94G     0.7901      1.424     0.5133      1.097         10        640:   1%|          | 3/519 [00:04<08:43,  1.02s/it]
      36/80      0.94G     0.7901      1.424     0.5133      1.097         10        640:   1%|          | 4/519 [00:04<06:02,  1.42it/s]
      36/80      0.94G     0.8356      1.625     0.5902      1.137         12        640:   1%|          | 4/519 [00:04<06:02,  1.42it/s]
      36/80      0.94G     0.8356      1.625     0.5902      1.137         12        640:   1%|          | 5/519 [00:04<04:50,  1.77it/s]
      36/80      0.94G     0.8512      1.569     0.5909       1.13          9        640:   1%|          | 5/519 [00:04<04:50,  1.77it/s]
      36/80      0.94G     0.8512      1.569     0.5909       1.13          9        640:   1%|          | 6/519 [00:04<03:51,  2.22it/s]
      36/80      0.94G     0.8723      1.671     0.6093      1.141         14        640:   1%|          | 6/519 [00:06<03:51,  2.22it/s]
      36/80      0.94G     0.8723      1.671     0.6093      1.141         14        640:   1%|▏         | 7/519 [00:06<05:44,  1.49it/s]
      36/80      0.94G     0.8461      1.581     0.5791      1.116          7        640:   1%|▏         | 7/519 [00:07<05:44,  1.49it/s]
      36/80      0.94G     0.8461      1.581     0.5791      1.116          7        640:   2%|▏         | 8/519 [00:07<07:06,  1.20it/s]
      36/80      0.94G     0.8862       1.61     0.6041      1.138         11        640:   2%|▏         | 8/519 [00:07<07:06,  1.20it/s]
      36/80      0.94G     0.8862       1.61     0.6041      1.138         11        640:   2%|▏         | 9/519 [00:07<05:32,  1.53it/s]
      36/80      0.94G     0.8886      1.644     0.6294      1.141          9        640:   2%|▏         | 9/519 [00:07<05:32,  1.53it/s]
      36/80      0.94G     0.8886      1.644     0.6294      1.141          9        640:   2%|▏         | 10/519 [00:07<04:17,  1.98it/s]
      36/80      0.94G     0.8934      1.618     0.6382       1.15         16        640:   2%|▏         | 10/519 [00:08<04:17,  1.98it/s]
      36/80      0.94G     0.8934      1.618     0.6382       1.15         16        640:   2%|▏         | 11/519 [00:08<04:21,  1.95it/s]
      36/80      0.94G     0.8948      1.631     0.6499      1.159         11        640:   2%|▏         | 11/519 [00:08<04:21,  1.95it/s]
      36/80      0.94G     0.9139       1.64     0.6501      1.162         10        640:   2%|▏         | 11/519 [00:08<04:21,  1.95it/s]
      36/80      0.94G     0.9139       1.64     0.6501      1.162         10        640:   3%|▎         | 13/519 [00:08<02:34,  3.27it/s]
      36/80      0.94G     0.9317       1.63      0.657      1.168          9        640:   3%|▎         | 13/519 [00:08<02:34,  3.27it/s]
      36/80      0.94G     0.9485      1.637     0.6612       1.19          9        640:   3%|▎         | 13/519 [00:10<02:34,  3.27it/s]
      36/80      0.94G     0.9485      1.637     0.6612       1.19          9        640:   3%|▎         | 15/519 [00:10<04:25,  1.90it/s]
      36/80      0.94G     0.9469      1.644     0.6635      1.187         10        640:   3%|▎         | 15/519 [00:10<04:25,  1.90it/s]
      36/80      0.94G     0.9469      1.644     0.6635      1.187         10        640:   3%|▎         | 16/519 [00:10<03:55,  2.14it/s]
      36/80      0.94G     0.9547      1.647     0.6595      1.187         10        640:   3%|▎         | 16/519 [00:10<03:55,  2.14it/s]
      36/80      0.94G     0.9547      1.647     0.6595      1.187         10        640:   3%|▎         | 17/519 [00:10<03:28,  2.41it/s]
      36/80      0.94G     0.9629       1.63     0.6543      1.198         10        640:   3%|▎         | 17/519 [00:10<03:28,  2.41it/s]
      36/80      0.94G     0.9629       1.63     0.6543      1.198         10        640:   3%|▎         | 18/519 [00:10<03:03,  2.73it/s]
      36/80      0.94G     0.9751      1.667     0.6535      1.204         11        640:   3%|▎         | 18/519 [00:11<03:03,  2.73it/s]
      36/80      0.94G     0.9751      1.667     0.6535      1.204         11        640:   4%|▎         | 19/519 [00:11<04:47,  1.74it/s]
      36/80      0.94G     0.9614      1.649     0.6396        1.2          9        640:   4%|▎         | 19/519 [00:12<04:47,  1.74it/s]
      36/80      0.94G     0.9614      1.649     0.6396        1.2          9        640:   4%|▍         | 20/519 [00:12<03:59,  2.08it/s]
      36/80      0.94G     0.9691      1.682     0.6429      1.211         10        640:   4%|▍         | 20/519 [00:12<03:59,  2.08it/s]
      36/80      0.94G     0.9691      1.682     0.6429      1.211         10        640:   4%|▍         | 21/519 [00:12<03:26,  2.41it/s]
      36/80      0.94G     0.9741      1.682     0.6423      1.217         13        640:   4%|▍         | 21/519 [00:12<03:26,  2.41it/s]
      36/80      0.94G     0.9741      1.682     0.6423      1.217         13        640:   4%|▍         | 22/519 [00:12<03:05,  2.68it/s]
      36/80      0.94G     0.9787      1.688     0.6364      1.218         10        640:   4%|▍         | 22/519 [00:13<03:05,  2.68it/s]
      36/80      0.94G     0.9787      1.688     0.6364      1.218         10        640:   4%|▍         | 23/519 [00:13<05:01,  1.65it/s]
      36/80      0.94G     0.9905      1.691     0.6384      1.227          7        640:   4%|▍         | 23/519 [00:14<05:01,  1.65it/s]
      36/80      0.94G     0.9905      1.691     0.6384      1.227          7        640:   5%|▍         | 24/519 [00:14<04:22,  1.88it/s]
      36/80      0.94G     0.9766      1.668     0.6301      1.218         10        640:   5%|▍         | 24/519 [00:14<04:22,  1.88it/s]
      36/80      0.94G     0.9766      1.668     0.6301      1.218         10        640:   5%|▍         | 25/519 [00:14<03:39,  2.26it/s]
      36/80      0.94G     0.9802      1.666     0.6333       1.22         10        640:   5%|▍         | 25/519 [00:14<03:39,  2.26it/s]
      36/80      0.94G     0.9802      1.666     0.6333       1.22         10        640:   5%|▌         | 26/519 [00:14<03:16,  2.51it/s]
      36/80      0.94G     0.9718      1.648     0.6293      1.221          6        640:   5%|▌         | 26/519 [00:15<03:16,  2.51it/s]
      36/80      0.94G     0.9718      1.648     0.6293      1.221          6        640:   5%|▌         | 27/519 [00:15<04:04,  2.01it/s]
      36/80      0.94G     0.9781      1.654     0.6364       1.23          9        640:   5%|▌         | 27/519 [00:15<04:04,  2.01it/s]
      36/80      0.94G     0.9781      1.654     0.6364       1.23          9        640:   5%|▌         | 28/519 [00:15<03:24,  2.40it/s]
      36/80      0.94G     0.9722      1.646     0.6279      1.234          8        640:   5%|▌         | 28/519 [00:15<03:24,  2.40it/s]
      36/80      0.94G     0.9722      1.646     0.6279      1.234          8        640:   6%|▌         | 29/519 [00:15<02:53,  2.82it/s]
      36/80      0.94G     0.9597      1.626     0.6236      1.228          7        640:   6%|▌         | 29/519 [00:16<02:53,  2.82it/s]
      36/80      0.94G     0.9597      1.626     0.6236      1.228          7        640:   6%|▌         | 30/519 [00:16<02:39,  3.07it/s]
      36/80      0.94G     0.9602      1.627     0.6217      1.237         11        640:   6%|▌         | 30/519 [00:17<02:39,  3.07it/s]
      36/80      0.94G     0.9602      1.627     0.6217      1.237         11        640:   6%|▌         | 31/519 [00:17<03:47,  2.14it/s]
      36/80      0.94G     0.9528      1.615     0.6252      1.236          9        640:   6%|▌         | 31/519 [00:17<03:47,  2.14it/s]
      36/80      0.94G     0.9528      1.615     0.6252      1.236          9        640:   6%|▌         | 32/519 [00:17<03:04,  2.64it/s]
      36/80      0.94G      0.949      1.606     0.6185      1.235         11        640:   6%|▌         | 32/519 [00:17<03:04,  2.64it/s]
      36/80      0.94G      0.949      1.606     0.6185      1.235         11        640:   6%|▋         | 33/519 [00:17<02:43,  2.97it/s]
      36/80      0.94G     0.9525      1.616     0.6182      1.236          5        640:   6%|▋         | 33/519 [00:17<02:43,  2.97it/s]
      36/80      0.94G     0.9525      1.616     0.6182      1.236          5        640:   7%|▋         | 34/519 [00:17<02:33,  3.15it/s]
      36/80      0.94G     0.9574      1.642     0.6214       1.24          7        640:   7%|▋         | 34/519 [00:18<02:33,  3.15it/s]
      36/80      0.94G     0.9574      1.642     0.6214       1.24          7        640:   7%|▋         | 35/519 [00:18<04:39,  1.73it/s]
      36/80      0.94G     0.9666      1.636     0.6265      1.249         10        640:   7%|▋         | 35/519 [00:19<04:39,  1.73it/s]
      36/80      0.94G     0.9666      1.636     0.6265      1.249         10        640:   7%|▋         | 36/519 [00:19<03:48,  2.11it/s]
      36/80      0.94G     0.9625      1.625     0.6227      1.249          8        640:   7%|▋         | 36/519 [00:19<03:48,  2.11it/s]
      36/80      0.94G     0.9625      1.625     0.6227      1.249          8        640:   7%|▋         | 37/519 [00:19<03:15,  2.47it/s]
      36/80      0.94G     0.9603      1.615     0.6196      1.245          9        640:   7%|▋         | 37/519 [00:19<03:15,  2.47it/s]
      36/80      0.94G     0.9603      1.615     0.6196      1.245          9        640:   7%|▋         | 38/519 [00:19<02:53,  2.78it/s]
      36/80      0.94G     0.9591       1.61     0.6175      1.247          9        640:   7%|▋         | 38/519 [00:20<02:53,  2.78it/s]
      36/80      0.94G     0.9591       1.61     0.6175      1.247          9        640:   8%|▊         | 39/519 [00:20<05:00,  1.60it/s]
      36/80      0.94G     0.9533        1.6     0.6154      1.243         12        640:   8%|▊         | 39/519 [00:21<05:00,  1.60it/s]
      36/80      0.94G     0.9533        1.6     0.6154      1.243         12        640:   8%|▊         | 40/519 [00:21<04:04,  1.96it/s]
      36/80      0.94G     0.9536      1.598     0.6161      1.244         12        640:   8%|▊         | 40/519 [00:21<04:04,  1.96it/s]
      36/80      0.94G     0.9536      1.598     0.6161      1.244         12        640:   8%|▊         | 41/519 [00:21<03:21,  2.38it/s]
      36/80      0.94G     0.9582      1.601     0.6176      1.246          6        640:   8%|▊         | 41/519 [00:21<03:21,  2.38it/s]
      36/80      0.94G     0.9582      1.601     0.6176      1.246          6        640:   8%|▊         | 42/519 [00:21<02:55,  2.72it/s]
      36/80      0.94G      0.958      1.604     0.6193      1.248         12        640:   8%|▊         | 42/519 [00:22<02:55,  2.72it/s]
      36/80      0.94G      0.958      1.604     0.6193      1.248         12        640:   8%|▊         | 43/519 [00:22<04:41,  1.69it/s]
      36/80      0.94G     0.9584      1.607     0.6266      1.252          6        640:   8%|▊         | 43/519 [00:22<04:41,  1.69it/s]
      36/80      0.94G     0.9584      1.607     0.6266      1.252          6        640:   8%|▊         | 44/519 [00:22<03:38,  2.17it/s]
      36/80      0.94G     0.9604      1.618     0.6352      1.253         12        640:   8%|▊         | 44/519 [00:23<03:38,  2.17it/s]
      36/80      0.94G     0.9604      1.618     0.6352      1.253         12        640:   9%|▊         | 45/519 [00:23<03:11,  2.48it/s]
      36/80      0.94G     0.9698      1.624     0.6409      1.266          6        640:   9%|▊         | 45/519 [00:23<03:11,  2.48it/s]
      36/80      0.94G     0.9698      1.624     0.6409      1.266          6        640:   9%|▉         | 46/519 [00:23<02:42,  2.92it/s]
      36/80      0.94G     0.9645      1.612     0.6393      1.264         12        640:   9%|▉         | 46/519 [00:24<02:42,  2.92it/s]
      36/80      0.94G     0.9645      1.612     0.6393      1.264         12        640:   9%|▉         | 47/519 [00:24<05:10,  1.52it/s]
      36/80      0.94G     0.9594      1.606     0.6357      1.261         13        640:   9%|▉         | 47/519 [00:24<05:10,  1.52it/s]
      36/80      0.94G     0.9594      1.606     0.6357      1.261         13        640:   9%|▉         | 48/519 [00:24<03:59,  1.96it/s]
      36/80      0.94G     0.9578      1.603     0.6309      1.261          8        640:   9%|▉         | 48/519 [00:25<03:59,  1.96it/s]
      36/80      0.94G     0.9578      1.603     0.6309      1.261          8        640:   9%|▉         | 49/519 [00:25<03:11,  2.46it/s]
      36/80      0.94G     0.9563      1.608     0.6301      1.263         11        640:   9%|▉         | 49/519 [00:25<03:11,  2.46it/s]
      36/80      0.94G     0.9563      1.608     0.6301      1.263         11        640:  10%|▉         | 50/519 [00:25<02:52,  2.72it/s]
      36/80      0.94G     0.9513      1.598     0.6296      1.264          5        640:  10%|▉         | 50/519 [00:26<02:52,  2.72it/s]
      36/80      0.94G     0.9513      1.598     0.6296      1.264          5        640:  10%|▉         | 51/519 [00:26<03:59,  1.96it/s]
      36/80      0.94G     0.9555      1.601     0.6331      1.271          6        640:  10%|▉         | 51/519 [00:26<03:59,  1.96it/s]
      36/80      0.94G     0.9555      1.601     0.6331      1.271          6        640:  10%|█         | 52/519 [00:26<03:19,  2.34it/s]
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      36/80      0.94G     0.9608      1.582     0.6558      1.243         13        640:  36%|███▌      | 188/519 [01:26<02:21,  2.34it/s]
      36/80      0.94G     0.9608      1.582     0.6558      1.243         13        640:  36%|███▋      | 189/519 [01:26<02:03,  2.68it/s]
      36/80      0.94G     0.9594       1.58     0.6549      1.242          8        640:  36%|███▋      | 189/519 [01:28<02:03,  2.68it/s]
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      36/80      0.94G     0.9586      1.582     0.6529      1.242          7        640:  37%|███▋      | 193/519 [01:29<01:57,  2.77it/s]
      36/80      0.94G     0.9586      1.582     0.6529      1.242          7        640:  37%|███▋      | 194/519 [01:29<03:02,  1.78it/s]
      36/80      0.94G     0.9591      1.581     0.6527      1.241         10        640:  37%|███▋      | 194/519 [01:29<03:02,  1.78it/s]
      36/80      0.94G     0.9591      1.581     0.6527      1.241         10        640:  38%|███▊      | 195/519 [01:29<02:21,  2.29it/s]
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      36/80      0.94G     0.9592      1.583     0.6527      1.241          7        640:  38%|███▊      | 196/519 [01:30<02:00,  2.68it/s]
      36/80      0.94G     0.9591      1.587     0.6529      1.242         10        640:  38%|███▊      | 196/519 [01:30<02:00,  2.68it/s]
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      36/80      0.94G     0.9568      1.583     0.6509      1.241          7        640:  38%|███▊      | 199/519 [01:31<02:40,  2.00it/s]
      36/80      0.94G     0.9566      1.583     0.6509      1.241          7        640:  38%|███▊      | 199/519 [01:32<02:40,  2.00it/s]
      36/80      0.94G     0.9566      1.583     0.6509      1.241          7        640:  39%|███▊      | 200/519 [01:32<02:21,  2.25it/s]
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      36/80      0.94G     0.9591      1.584     0.6526      1.241         12        640:  39%|███▊      | 201/519 [01:33<02:03,  2.57it/s]
      36/80      0.94G     0.9591      1.584     0.6526      1.241         12        640:  39%|███▉      | 202/519 [01:33<02:31,  2.09it/s]
      36/80      0.94G     0.9584      1.582     0.6517      1.241          8        640:  39%|███▉      | 202/519 [01:33<02:31,  2.09it/s]
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      36/80      0.94G     0.9595      1.579     0.6519      1.242          7        640:  39%|███▉      | 203/519 [01:33<02:09,  2.45it/s]
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      36/80      0.94G     0.9576      1.579     0.6506      1.241          9        640:  39%|███▉      | 204/519 [01:33<01:51,  2.83it/s]
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      36/80      0.94G     0.9574      1.577     0.6503       1.24         13        640:  41%|████      | 213/519 [01:38<01:53,  2.70it/s]
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      36/80      0.94G     0.9535      1.577     0.6474      1.238         12        640:  42%|████▏     | 218/519 [01:39<02:02,  2.45it/s]
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      36/80      0.94G     0.9493       1.57     0.6449      1.234         12        640:  47%|████▋     | 243/519 [01:51<02:25,  1.90it/s]
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      36/80      0.94G     0.9485      1.569     0.6441      1.233         10        640:  47%|████▋     | 244/519 [01:52<01:58,  2.32it/s]
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      36/80      0.94G     0.9508      1.569     0.6417      1.233         14        640:  52%|█████▏    | 268/519 [02:03<01:45,  2.37it/s]
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      36/80      0.94G     0.9492      1.572     0.6412      1.231          9        640:  53%|█████▎    | 276/519 [02:06<01:39,  2.44it/s]
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      36/80      0.94G     0.9488      1.573     0.6407      1.231          7        640:  54%|█████▎    | 278/519 [02:07<01:41,  2.37it/s]
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      36/80      0.94G     0.9495      1.576     0.6413      1.232          9        640:  54%|█████▍    | 279/519 [02:08<01:29,  2.69it/s]
      36/80      0.94G     0.9495      1.576     0.6413      1.232          9        640:  54%|█████▍    | 280/519 [02:08<01:24,  2.83it/s]
      36/80      0.94G     0.9491      1.577     0.6408      1.232         12        640:  54%|█████▍    | 280/519 [02:08<01:24,  2.83it/s]
      36/80      0.94G     0.9491      1.577     0.6408      1.232         12        640:  54%|█████▍    | 281/519 [02:08<01:15,  3.15it/s]
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      36/80      0.94G     0.9501      1.578     0.6423      1.233         11        640:  55%|█████▍    | 283/519 [02:09<01:43,  2.28it/s]
      36/80      0.94G     0.9501      1.578     0.6423      1.233         11        640:  55%|█████▍    | 284/519 [02:09<01:27,  2.68it/s]
      36/80      0.94G      0.949      1.578     0.6418      1.232          8        640:  55%|█████▍    | 284/519 [02:09<01:27,  2.68it/s]
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      36/80      0.94G     0.9491      1.578     0.6412      1.233          9        640:  55%|█████▍    | 285/519 [02:11<01:18,  2.96it/s]
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      36/80      0.94G      0.949      1.576     0.6405      1.233         10        640:  55%|█████▌    | 288/519 [02:11<01:37,  2.37it/s]
      36/80      0.94G     0.9476      1.575     0.6395      1.232          6        640:  55%|█████▌    | 288/519 [02:11<01:37,  2.37it/s]
      36/80      0.94G     0.9476      1.575     0.6395      1.232          6        640:  56%|█████▌    | 289/519 [02:11<01:22,  2.77it/s]
      36/80      0.94G     0.9474      1.574      0.639      1.232         11        640:  56%|█████▌    | 289/519 [02:13<01:22,  2.77it/s]
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      36/80      0.94G      0.948      1.574     0.6392      1.232         14        640:  56%|█████▌    | 291/519 [02:13<02:18,  1.64it/s]
      36/80      0.94G     0.9482      1.574     0.6406      1.232         10        640:  56%|█████▌    | 291/519 [02:14<02:18,  1.64it/s]
      36/80      0.94G     0.9482      1.574     0.6406      1.232         10        640:  56%|█████▋    | 292/519 [02:14<01:53,  2.00it/s]
      36/80      0.94G     0.9481      1.575     0.6406      1.232         11        640:  56%|█████▋    | 292/519 [02:14<01:53,  2.00it/s]
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      36/80      0.94G     0.9475      1.574       0.64      1.232          8        640:  56%|█████▋    | 293/519 [02:15<01:35,  2.36it/s]
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      36/80      0.94G     0.9482      1.574     0.6402      1.234          8        640:  57%|█████▋    | 295/519 [02:15<01:52,  2.00it/s]
      36/80      0.94G     0.9484      1.576     0.6405      1.234          9        640:  57%|█████▋    | 295/519 [02:15<01:52,  2.00it/s]
      36/80      0.94G     0.9484      1.576     0.6405      1.234          9        640:  57%|█████▋    | 296/519 [02:15<01:35,  2.35it/s]
      36/80      0.94G     0.9491       1.58     0.6416      1.234          9        640:  57%|█████▋    | 296/519 [02:16<01:35,  2.35it/s]
      36/80      0.94G     0.9491       1.58     0.6416      1.234          9        640:  57%|█████▋    | 297/519 [02:16<01:25,  2.60it/s]
      36/80      0.94G     0.9503       1.58     0.6418      1.234          8        640:  57%|█████▋    | 297/519 [02:17<01:25,  2.60it/s]
      36/80      0.94G     0.9503       1.58     0.6418      1.234          8        640:  57%|█████▋    | 298/519 [02:17<02:15,  1.63it/s]
      36/80      0.94G     0.9515      1.581     0.6431      1.235          9        640:  57%|█████▋    | 298/519 [02:17<02:15,  1.63it/s]
      36/80      0.94G     0.9515      1.581     0.6431      1.235          9        640:  58%|█████▊    | 299/519 [02:17<01:42,  2.14it/s]
      36/80      0.94G     0.9515       1.58     0.6433      1.236         11        640:  58%|█████▊    | 299/519 [02:17<01:42,  2.14it/s]
      36/80      0.94G     0.9515       1.58     0.6433      1.236         11        640:  58%|█████▊    | 300/519 [02:17<01:27,  2.49it/s]
      36/80      0.94G     0.9518      1.582     0.6435      1.236         13        640:  58%|█████▊    | 300/519 [02:17<01:27,  2.49it/s]
      36/80      0.94G     0.9518      1.582     0.6435      1.236         13        640:  58%|█████▊    | 301/519 [02:17<01:16,  2.85it/s]
      36/80      0.94G     0.9526      1.593     0.6453      1.236          7        640:  58%|█████▊    | 301/519 [02:19<01:16,  2.85it/s]
      36/80      0.94G     0.9526      1.593     0.6453      1.236          7        640:  58%|█████▊    | 302/519 [02:19<02:22,  1.52it/s]
      36/80      0.94G     0.9524      1.593     0.6454      1.236         10        640:  58%|█████▊    | 302/519 [02:19<02:22,  1.52it/s]
      36/80      0.94G     0.9524      1.593     0.6454      1.236         10        640:  58%|█████▊    | 303/519 [02:19<01:50,  1.95it/s]
      36/80      0.94G     0.9533      1.593     0.6466      1.237          9        640:  58%|█████▊    | 303/519 [02:19<01:50,  1.95it/s]
      36/80      0.94G     0.9533      1.593     0.6466      1.237          9        640:  59%|█████▊    | 304/519 [02:19<01:36,  2.23it/s]
      36/80      0.94G     0.9529      1.593     0.6462      1.236          8        640:  59%|█████▊    | 304/519 [02:19<01:36,  2.23it/s]
      36/80      0.94G     0.9529      1.593     0.6462      1.236          8        640:  59%|█████▉    | 305/519 [02:19<01:19,  2.68it/s]
      36/80      0.94G     0.9527      1.592     0.6454      1.236          6        640:  59%|█████▉    | 305/519 [02:21<01:19,  2.68it/s]
      36/80      0.94G     0.9527      1.592     0.6454      1.236          6        640:  59%|█████▉    | 306/519 [02:21<02:12,  1.61it/s]
      36/80      0.94G      0.953      1.593     0.6454      1.236         11        640:  59%|█████▉    | 306/519 [02:21<02:12,  1.61it/s]
      36/80      0.94G      0.953      1.593     0.6454      1.236         11        640:  59%|█████▉    | 307/519 [02:21<01:47,  1.97it/s]
      36/80      0.94G     0.9532      1.593     0.6459      1.236         11        640:  59%|█████▉    | 307/519 [02:21<01:47,  1.97it/s]
      36/80      0.94G     0.9532      1.593     0.6459      1.236         11        640:  59%|█████▉    | 308/519 [02:21<01:25,  2.47it/s]
      36/80      0.94G     0.9533      1.593      0.646      1.236         13        640:  59%|█████▉    | 308/519 [02:21<01:25,  2.47it/s]
      36/80      0.94G     0.9533      1.593      0.646      1.236         13        640:  60%|█████▉    | 309/519 [02:21<01:15,  2.78it/s]
      36/80      0.94G     0.9532      1.595     0.6459      1.237          8        640:  60%|█████▉    | 309/519 [02:23<01:15,  2.78it/s]
      36/80      0.94G     0.9532      1.595     0.6459      1.237          8        640:  60%|█████▉    | 310/519 [02:23<02:08,  1.63it/s]
      36/80      0.94G     0.9534      1.594     0.6462      1.237         13        640:  60%|█████▉    | 310/519 [02:23<02:08,  1.63it/s]
      36/80      0.94G     0.9534      1.594     0.6462      1.237         13        640:  60%|█████▉    | 311/519 [02:23<01:41,  2.06it/s]
      36/80      0.94G     0.9525      1.593     0.6455      1.236          7        640:  60%|█████▉    | 311/519 [02:23<01:41,  2.06it/s]
      36/80      0.94G     0.9525      1.593     0.6455      1.236          7        640:  60%|██████    | 312/519 [02:23<01:28,  2.34it/s]
      36/80      0.94G     0.9531      1.594     0.6457      1.236          8        640:  60%|██████    | 312/519 [02:23<01:28,  2.34it/s]
      36/80      0.94G     0.9531      1.594     0.6457      1.236          8        640:  60%|██████    | 313/519 [02:23<01:18,  2.62it/s]
      36/80      0.94G     0.9536      1.596      0.646      1.237         10        640:  60%|██████    | 313/519 [02:24<01:18,  2.62it/s]
      36/80      0.94G     0.9536      1.596      0.646      1.237         10        640:  61%|██████    | 314/519 [02:24<02:02,  1.68it/s]
      36/80      0.94G     0.9531      1.594     0.6455      1.236         13        640:  61%|██████    | 314/519 [02:25<02:02,  1.68it/s]
      36/80      0.94G     0.9531      1.594     0.6455      1.236         13        640:  61%|██████    | 315/519 [02:25<01:37,  2.08it/s]
      36/80      0.94G     0.9523      1.593     0.6451      1.236         11        640:  61%|██████    | 315/519 [02:25<01:37,  2.08it/s]
      36/80      0.94G     0.9523      1.593     0.6451      1.236         11        640:  61%|██████    | 316/519 [02:25<01:21,  2.48it/s]
      36/80      0.94G     0.9514       1.59     0.6442      1.235         11        640:  61%|██████    | 316/519 [02:25<01:21,  2.48it/s]
      36/80      0.94G     0.9514       1.59     0.6442      1.235         11        640:  61%|██████    | 317/519 [02:25<01:10,  2.85it/s]
      36/80      0.94G     0.9512      1.594     0.6439      1.234          9        640:  61%|██████    | 317/519 [02:26<01:10,  2.85it/s]
      36/80      0.94G     0.9512      1.594     0.6439      1.234          9        640:  61%|██████▏   | 318/519 [02:26<01:36,  2.08it/s]
      36/80      0.94G     0.9511      1.594     0.6435      1.235          7        640:  61%|██████▏   | 318/519 [02:26<01:36,  2.08it/s]
      36/80      0.94G     0.9511      1.594     0.6435      1.235          7        640:  61%|██████▏   | 319/519 [02:26<01:22,  2.42it/s]
      36/80      0.94G     0.9511      1.594      0.643      1.234          9        640:  61%|██████▏   | 319/519 [02:26<01:22,  2.42it/s]
      36/80      0.94G     0.9511      1.594      0.643      1.234          9        640:  62%|██████▏   | 320/519 [02:26<01:08,  2.89it/s]
      36/80      0.94G     0.9507      1.596     0.6429      1.234         11        640:  62%|██████▏   | 320/519 [02:27<01:08,  2.89it/s]
      36/80      0.94G     0.9507      1.596     0.6429      1.234         11        640:  62%|██████▏   | 321/519 [02:27<01:02,  3.15it/s]
      36/80      0.94G     0.9507      1.597     0.6427      1.235         11        640:  62%|██████▏   | 321/519 [02:28<01:02,  3.15it/s]
      36/80      0.94G     0.9507      1.597     0.6427      1.235         11        640:  62%|██████▏   | 322/519 [02:28<02:00,  1.64it/s]
      36/80      0.94G     0.9507      1.597     0.6426      1.235         10        640:  62%|██████▏   | 322/519 [02:28<02:00,  1.64it/s]
      36/80      0.94G     0.9507      1.597     0.6426      1.235         10        640:  62%|██████▏   | 323/519 [02:28<01:35,  2.05it/s]
      36/80      0.94G     0.9501      1.597     0.6421      1.234         12        640:  62%|██████▏   | 323/519 [02:28<01:35,  2.05it/s]
      36/80      0.94G     0.9501      1.597     0.6421      1.234         12        640:  62%|██████▏   | 324/519 [02:28<01:22,  2.35it/s]
      36/80      0.94G     0.9499      1.594     0.6416      1.234         12        640:  62%|██████▏   | 324/519 [02:29<01:22,  2.35it/s]
      36/80      0.94G     0.9499      1.594     0.6416      1.234         12        640:  63%|██████▎   | 325/519 [02:29<01:11,  2.73it/s]
      36/80      0.94G       0.95      1.595     0.6413      1.234         12        640:  63%|██████▎   | 325/519 [02:30<01:11,  2.73it/s]
      36/80      0.94G       0.95      1.595     0.6413      1.234         12        640:  63%|██████▎   | 326/519 [02:30<01:57,  1.65it/s]
      36/80      0.94G     0.9507      1.594     0.6418      1.234          9        640:  63%|██████▎   | 326/519 [02:30<01:57,  1.65it/s]
      36/80      0.94G     0.9507      1.594     0.6418      1.234          9        640:  63%|██████▎   | 327/519 [02:30<01:32,  2.07it/s]
      36/80      0.94G     0.9523      1.595     0.6419      1.236          9        640:  63%|██████▎   | 327/519 [02:30<01:32,  2.07it/s]
      36/80      0.94G     0.9523      1.595     0.6419      1.236          9        640:  63%|██████▎   | 328/519 [02:30<01:21,  2.35it/s]
      36/80      0.94G     0.9516      1.595     0.6415      1.235         10        640:  63%|██████▎   | 328/519 [02:30<01:21,  2.35it/s]
      36/80      0.94G     0.9516      1.595     0.6415      1.235         10        640:  63%|██████▎   | 329/519 [02:30<01:09,  2.73it/s]
      36/80      0.94G     0.9513      1.595     0.6416      1.235         14        640:  63%|██████▎   | 329/519 [02:31<01:09,  2.73it/s]
      36/80      0.94G     0.9513      1.595     0.6416      1.235         14        640:  64%|██████▎   | 330/519 [02:31<01:19,  2.38it/s]
      36/80      0.94G      0.951      1.594     0.6418      1.235         11        640:  64%|██████▎   | 330/519 [02:31<01:19,  2.38it/s]
      36/80      0.94G      0.951      1.594     0.6418      1.235         11        640:  64%|██████▍   | 331/519 [02:31<01:12,  2.61it/s]
      36/80      0.94G     0.9512      1.595     0.6421      1.236         11        640:  64%|██████▍   | 331/519 [02:31<01:12,  2.61it/s]
      36/80      0.94G     0.9512      1.595     0.6421      1.236         11        640:  64%|██████▍   | 332/519 [02:31<01:00,  3.10it/s]
      36/80      0.94G     0.9522      1.596     0.6425      1.236         10        640:  64%|██████▍   | 332/519 [02:32<01:00,  3.10it/s]
      36/80      0.94G     0.9522      1.596     0.6425      1.236         10        640:  64%|██████▍   | 333/519 [02:32<00:54,  3.43it/s]
      36/80      0.94G     0.9518      1.597     0.6427      1.236          8        640:  64%|██████▍   | 333/519 [02:33<00:54,  3.43it/s]
      36/80      0.94G     0.9518      1.597     0.6427      1.236          8        640:  64%|██████▍   | 334/519 [02:33<01:39,  1.87it/s]
      36/80      0.94G     0.9516      1.596     0.6426      1.236         11        640:  64%|██████▍   | 334/519 [02:33<01:39,  1.87it/s]
      36/80      0.94G     0.9516      1.596     0.6426      1.236         11        640:  65%|██████▍   | 335/519 [02:33<01:21,  2.25it/s]
      36/80      0.94G     0.9509      1.596     0.6423      1.236          5        640:  65%|██████▍   | 335/519 [02:33<01:21,  2.25it/s]
      36/80      0.94G     0.9509      1.596     0.6423      1.236          5        640:  65%|██████▍   | 336/519 [02:33<01:23,  2.19it/s]
      36/80      0.94G     0.9509      1.595     0.6421      1.236          9        640:  65%|██████▍   | 336/519 [02:34<01:23,  2.19it/s]
      36/80      0.94G     0.9509      1.595     0.6421      1.236          9        640:  65%|██████▍   | 337/519 [02:34<01:12,  2.52it/s]
      36/80      0.94G     0.9502      1.595     0.6417      1.236          7        640:  65%|██████▍   | 337/519 [02:34<01:12,  2.52it/s]
      36/80      0.94G     0.9502      1.595     0.6417      1.236          7        640:  65%|██████▌   | 338/519 [02:34<01:25,  2.10it/s]
      36/80      0.94G      0.951      1.596     0.6427      1.237          9        640:  65%|██████▌   | 338/519 [02:35<01:25,  2.10it/s]
      36/80      0.94G      0.951      1.596     0.6427      1.237          9        640:  65%|██████▌   | 339/519 [02:35<01:12,  2.48it/s]
      36/80      0.94G     0.9504      1.595     0.6423      1.236         11        640:  65%|██████▌   | 339/519 [02:35<01:12,  2.48it/s]
      36/80      0.94G     0.9504      1.595     0.6423      1.236         11        640:  66%|██████▌   | 340/519 [02:35<01:09,  2.58it/s]
      36/80      0.94G     0.9504      1.596     0.6424      1.237         11        640:  66%|██████▌   | 340/519 [02:35<01:09,  2.58it/s]
      36/80      0.94G     0.9504      1.596     0.6424      1.237         11        640:  66%|██████▌   | 341/519 [02:35<01:07,  2.62it/s]
      36/80      0.94G     0.9513      1.597     0.6425      1.237          8        640:  66%|██████▌   | 341/519 [02:36<01:07,  2.62it/s]
      36/80      0.94G     0.9513      1.597     0.6425      1.237          8        640:  66%|██████▌   | 342/519 [02:36<01:43,  1.70it/s]
      36/80      0.94G     0.9509      1.599     0.6428      1.237          8        640:  66%|██████▌   | 342/519 [02:37<01:43,  1.70it/s]
      36/80      0.94G     0.9509      1.599     0.6428      1.237          8        640:  66%|██████▌   | 343/519 [02:37<01:26,  2.04it/s]
      36/80      0.94G     0.9504      1.598     0.6423      1.237         10        640:  66%|██████▌   | 343/519 [02:37<01:26,  2.04it/s]
      36/80      0.94G     0.9504      1.598     0.6423      1.237         10        640:  66%|██████▋   | 344/519 [02:37<01:32,  1.89it/s]
      36/80      0.94G       0.95      1.597     0.6416      1.237         13        640:  66%|██████▋   | 344/519 [02:38<01:32,  1.89it/s]
      36/80      0.94G       0.95      1.597     0.6416      1.237         13        640:  66%|██████▋   | 345/519 [02:38<01:43,  1.68it/s]
      36/80      0.94G     0.9494      1.598     0.6412      1.237         12        640:  66%|██████▋   | 345/519 [02:38<01:43,  1.68it/s]
      36/80      0.94G     0.9487      1.597     0.6407      1.236          8        640:  66%|██████▋   | 345/519 [02:38<01:43,  1.68it/s]
      36/80      0.94G     0.9487      1.597     0.6407      1.236          8        640:  67%|██████▋   | 347/519 [02:38<01:03,  2.69it/s]
      36/80      0.94G     0.9485      1.597     0.6407      1.236          9        640:  67%|██████▋   | 347/519 [02:39<01:03,  2.69it/s]
      36/80      0.94G     0.9485      1.597     0.6407      1.236          9        640:  67%|██████▋   | 348/519 [02:39<01:23,  2.05it/s]
      36/80      0.94G     0.9482      1.597     0.6405      1.236         11        640:  67%|██████▋   | 348/519 [02:41<01:23,  2.05it/s]
      36/80      0.94G     0.9482      1.597     0.6405      1.236         11        640:  67%|██████▋   | 349/519 [02:41<02:16,  1.24it/s]
      36/80      0.94G       0.95      1.599     0.6417      1.238          7        640:  67%|██████▋   | 349/519 [02:41<02:16,  1.24it/s]
      36/80      0.94G       0.95      1.599     0.6417      1.238          7        640:  67%|██████▋   | 350/519 [02:41<01:48,  1.56it/s]
      36/80      0.94G     0.9495        1.6     0.6417      1.238         10        640:  67%|██████▋   | 350/519 [02:41<01:48,  1.56it/s]
      36/80      0.94G     0.9495        1.6     0.6417      1.238         10        640:  68%|██████▊   | 351/519 [02:41<01:30,  1.86it/s]
      36/80      0.94G     0.9491        1.6     0.6412      1.238         14        640:  68%|██████▊   | 351/519 [02:42<01:30,  1.86it/s]
      36/80      0.94G     0.9491        1.6     0.6412      1.238         14        640:  68%|██████▊   | 352/519 [02:42<01:13,  2.26it/s]
      36/80      0.94G     0.9486      1.599     0.6408      1.237         10        640:  68%|██████▊   | 352/519 [02:42<01:13,  2.26it/s]
      36/80      0.94G     0.9486      1.599     0.6408      1.237         10        640:  68%|██████▊   | 353/519 [02:42<01:04,  2.58it/s]
      36/80      0.94G     0.9486      1.599     0.6408      1.237          9        640:  68%|██████▊   | 353/519 [02:42<01:04,  2.58it/s]
      36/80      0.94G     0.9486      1.599     0.6408      1.237          9        640:  68%|██████▊   | 354/519 [02:42<01:20,  2.05it/s]
      36/80      0.94G     0.9485      1.598     0.6402      1.237         12        640:  68%|██████▊   | 354/519 [02:43<01:20,  2.05it/s]
      36/80      0.94G     0.9485      1.598     0.6402      1.237         12        640:  68%|██████▊   | 355/519 [02:43<01:05,  2.51it/s]
      36/80      0.94G     0.9486      1.599     0.6406      1.237          9        640:  68%|██████▊   | 355/519 [02:43<01:05,  2.51it/s]
      36/80      0.94G     0.9486      1.599     0.6406      1.237          9        640:  69%|██████▊   | 356/519 [02:43<00:57,  2.83it/s]
      36/80      0.94G     0.9483      1.599     0.6401      1.236          9        640:  69%|██████▊   | 356/519 [02:44<00:57,  2.83it/s]
      36/80      0.94G     0.9483      1.599     0.6401      1.236          9        640:  69%|██████▉   | 357/519 [02:44<01:26,  1.88it/s]
      36/80      0.94G     0.9481      1.599     0.6399      1.236         10        640:  69%|██████▉   | 357/519 [02:44<01:26,  1.88it/s]
      36/80      0.94G     0.9481      1.599     0.6399      1.236         10        640:  69%|██████▉   | 358/519 [02:44<01:18,  2.04it/s]
      36/80      0.94G     0.9492        1.6     0.6402      1.237         10        640:  69%|██████▉   | 358/519 [02:44<01:18,  2.04it/s]
      36/80      0.94G     0.9492        1.6     0.6402      1.237         10        640:  69%|██████▉   | 359/519 [02:44<01:05,  2.45it/s]
      36/80      0.94G     0.9494        1.6     0.6401      1.237          8        640:  69%|██████▉   | 359/519 [02:45<01:05,  2.45it/s]
      36/80      0.94G     0.9494        1.6     0.6401      1.237          8        640:  69%|██████▉   | 360/519 [02:45<00:58,  2.73it/s]
      36/80      0.94G     0.9502      1.601     0.6404      1.237         11        640:  69%|██████▉   | 360/519 [02:46<00:58,  2.73it/s]
      36/80      0.94G     0.9502      1.601     0.6404      1.237         11        640:  70%|██████▉   | 361/519 [02:46<01:31,  1.73it/s]
      36/80      0.94G     0.9506      1.603     0.6413      1.238          7        640:  70%|██████▉   | 361/519 [02:47<01:31,  1.73it/s]
      36/80      0.94G     0.9506      1.603     0.6413      1.238          7        640:  70%|██████▉   | 362/519 [02:47<01:40,  1.56it/s]
      36/80      0.94G     0.9508      1.603     0.6411      1.237          9        640:  70%|██████▉   | 362/519 [02:47<01:40,  1.56it/s]
      36/80      0.94G     0.9508      1.603     0.6411      1.237          9        640:  70%|██████▉   | 363/519 [02:47<01:20,  1.94it/s]
      36/80      0.94G     0.9507      1.601     0.6408      1.237          9        640:  70%|██████▉   | 363/519 [02:47<01:20,  1.94it/s]
      36/80      0.94G     0.9507      1.601     0.6408      1.237          9        640:  70%|███████   | 364/519 [02:47<01:07,  2.30it/s]
      36/80      0.94G     0.9506      1.602     0.6408      1.236         13        640:  70%|███████   | 364/519 [02:47<01:07,  2.30it/s]
      36/80      0.94G     0.9506      1.602     0.6408      1.236         13        640:  70%|███████   | 365/519 [02:47<00:59,  2.59it/s]
      36/80      0.94G     0.9504      1.601     0.6403      1.236          8        640:  70%|███████   | 365/519 [02:48<00:59,  2.59it/s]
      36/80      0.94G     0.9504      1.601     0.6403      1.236          8        640:  71%|███████   | 366/519 [02:48<01:19,  1.94it/s]
      36/80      0.94G     0.9502        1.6     0.6399      1.236         12        640:  71%|███████   | 366/519 [02:48<01:19,  1.94it/s]
      36/80      0.94G     0.9502        1.6     0.6399      1.236         12        640:  71%|███████   | 367/519 [02:48<01:04,  2.35it/s]
      36/80      0.94G     0.9499      1.599     0.6395      1.235         12        640:  71%|███████   | 367/519 [02:49<01:04,  2.35it/s]
      36/80      0.94G     0.9499      1.599     0.6395      1.235         12        640:  71%|███████   | 368/519 [02:49<00:55,  2.74it/s]
      36/80      0.94G     0.9497      1.601     0.6399      1.235          9        640:  71%|███████   | 368/519 [02:50<00:55,  2.74it/s]
      36/80      0.94G     0.9497      1.601     0.6399      1.235          9        640:  71%|███████   | 369/519 [02:50<01:56,  1.29it/s]
      36/80      0.94G     0.9497      1.601     0.6395      1.235          7        640:  71%|███████   | 369/519 [02:51<01:56,  1.29it/s]
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      36/80      0.94G     0.9499      1.601      0.639      1.235         12        640:  71%|███████▏  | 370/519 [02:51<01:31,  1.63it/s]
      36/80      0.94G     0.9499      1.601      0.639      1.235         12        640:  71%|███████▏  | 371/519 [02:51<01:16,  1.94it/s]
      36/80      0.94G     0.9504      1.602     0.6394      1.236         11        640:  71%|███████▏  | 371/519 [02:51<01:16,  1.94it/s]
      36/80      0.94G     0.9504      1.602     0.6394      1.236         11        640:  72%|███████▏  | 372/519 [02:51<01:01,  2.39it/s]
      36/80      0.94G     0.9499      1.601     0.6393      1.236          9        640:  72%|███████▏  | 372/519 [02:52<01:01,  2.39it/s]
      36/80      0.94G     0.9499      1.601     0.6393      1.236          9        640:  72%|███████▏  | 373/519 [02:52<01:15,  1.93it/s]
      36/80      0.94G     0.9509      1.604     0.6407      1.237          7        640:  72%|███████▏  | 373/519 [02:52<01:15,  1.93it/s]
      36/80      0.94G     0.9509      1.604     0.6407      1.237          7        640:  72%|███████▏  | 374/519 [02:52<01:13,  1.96it/s]
      36/80      0.94G     0.9506      1.603     0.6402      1.236          8        640:  72%|███████▏  | 374/519 [02:53<01:13,  1.96it/s]
      36/80      0.94G     0.9506      1.603     0.6402      1.236          8        640:  72%|███████▏  | 375/519 [02:53<01:00,  2.36it/s]
      36/80      0.94G     0.9507      1.603       0.64      1.236         13        640:  72%|███████▏  | 375/519 [02:53<01:00,  2.36it/s]
      36/80      0.94G     0.9507      1.603       0.64      1.236         13        640:  72%|███████▏  | 376/519 [02:53<00:56,  2.54it/s]
      36/80      0.94G     0.9503      1.603     0.6398      1.236          6        640:  72%|███████▏  | 376/519 [02:54<00:56,  2.54it/s]
      36/80      0.94G     0.9503      1.603     0.6398      1.236          6        640:  73%|███████▎  | 377/519 [02:54<01:08,  2.07it/s]
      36/80      0.94G     0.9499      1.603     0.6395      1.236         13        640:  73%|███████▎  | 377/519 [02:54<01:08,  2.07it/s]
      36/80      0.94G     0.9499      1.603     0.6395      1.236         13        640:  73%|███████▎  | 378/519 [02:54<00:59,  2.36it/s]
      36/80      0.94G     0.9499      1.602     0.6393      1.236          7        640:  73%|███████▎  | 378/519 [02:54<00:59,  2.36it/s]
      36/80      0.94G     0.9499      1.602     0.6393      1.236          7        640:  73%|███████▎  | 379/519 [02:54<00:52,  2.68it/s]
      36/80      0.94G     0.9505      1.605     0.6397      1.237         10        640:  73%|███████▎  | 379/519 [02:54<00:52,  2.68it/s]
      36/80      0.94G     0.9505      1.605     0.6397      1.237         10        640:  73%|███████▎  | 380/519 [02:54<00:45,  3.03it/s]
      36/80      0.94G     0.9513      1.608     0.6402      1.236         12        640:  73%|███████▎  | 380/519 [02:55<00:45,  3.03it/s]
      36/80      0.94G     0.9513      1.608     0.6402      1.236         12        640:  73%|███████▎  | 381/519 [02:55<01:08,  2.02it/s]
      36/80      0.94G     0.9514      1.607     0.6404      1.237         12        640:  73%|███████▎  | 381/519 [02:57<01:08,  2.02it/s]
      36/80      0.94G     0.9514      1.607     0.6404      1.237         12        640:  74%|███████▎  | 382/519 [02:57<01:46,  1.29it/s]
      36/80      0.94G     0.9513      1.607     0.6408      1.237          9        640:  74%|███████▎  | 382/519 [02:57<01:46,  1.29it/s]
      36/80      0.94G     0.9513      1.607     0.6408      1.237          9        640:  74%|███████▍  | 383/519 [02:57<01:22,  1.65it/s]
      36/80      0.94G     0.9513      1.607     0.6407      1.237         10        640:  74%|███████▍  | 383/519 [02:57<01:22,  1.65it/s]
      36/80      0.94G     0.9513      1.607     0.6407      1.237         10        640:  74%|███████▍  | 384/519 [02:57<01:07,  2.01it/s]
      36/80      0.94G      0.951      1.607     0.6403      1.236         10        640:  74%|███████▍  | 384/519 [02:57<01:07,  2.01it/s]
      36/80      0.94G      0.951      1.607     0.6403      1.236         10        640:  74%|███████▍  | 385/519 [02:57<00:57,  2.33it/s]
      36/80      0.94G     0.9509      1.607       0.64      1.236         10        640:  74%|███████▍  | 385/519 [02:58<00:57,  2.33it/s]
      36/80      0.94G     0.9509      1.607       0.64      1.236         10        640:  74%|███████▍  | 386/519 [02:58<01:16,  1.74it/s]
      36/80      0.94G     0.9516      1.608     0.6399      1.237         11        640:  74%|███████▍  | 386/519 [02:59<01:16,  1.74it/s]
      36/80      0.94G     0.9516      1.608     0.6399      1.237         11        640:  75%|███████▍  | 387/519 [02:59<01:03,  2.07it/s]
      36/80      0.94G     0.9515      1.608     0.6402      1.236         11        640:  75%|███████▍  | 387/519 [02:59<01:03,  2.07it/s]
      36/80      0.94G     0.9515      1.608     0.6402      1.236         11        640:  75%|███████▍  | 388/519 [02:59<00:54,  2.38it/s]
      36/80      0.94G     0.9516      1.609     0.6402      1.236         11        640:  75%|███████▍  | 388/519 [02:59<00:54,  2.38it/s]
      36/80      0.94G     0.9516      1.609     0.6402      1.236         11        640:  75%|███████▍  | 389/519 [02:59<00:46,  2.78it/s]
      36/80      0.94G     0.9508      1.607     0.6394      1.236          6        640:  75%|███████▍  | 389/519 [03:00<00:46,  2.78it/s]
      36/80      0.94G     0.9508      1.607     0.6394      1.236          6        640:  75%|███████▌  | 390/519 [03:00<01:26,  1.49it/s]
      36/80      0.94G     0.9508      1.607     0.6398      1.236         12        640:  75%|███████▌  | 390/519 [03:01<01:26,  1.49it/s]
      36/80      0.94G     0.9508      1.607     0.6398      1.236         12        640:  75%|███████▌  | 391/519 [03:01<01:09,  1.83it/s]
      36/80      0.94G     0.9503      1.606     0.6394      1.236         13        640:  75%|███████▌  | 391/519 [03:01<01:09,  1.83it/s]
      36/80      0.94G     0.9503      1.606     0.6394      1.236         13        640:  76%|███████▌  | 392/519 [03:01<00:59,  2.12it/s]
      36/80      0.94G     0.9502      1.606      0.639      1.235         10        640:  76%|███████▌  | 392/519 [03:01<00:59,  2.12it/s]
      36/80      0.94G     0.9502      1.606      0.639      1.235         10        640:  76%|███████▌  | 393/519 [03:01<00:51,  2.43it/s]
      36/80      0.94G     0.9511      1.605     0.6394      1.236          9        640:  76%|███████▌  | 393/519 [03:02<00:51,  2.43it/s]
      36/80      0.94G     0.9511      1.605     0.6394      1.236          9        640:  76%|███████▌  | 394/519 [03:02<01:21,  1.54it/s]
      36/80      0.94G     0.9517      1.605     0.6393      1.236         14        640:  76%|███████▌  | 394/519 [03:03<01:21,  1.54it/s]
      36/80      0.94G     0.9517      1.605     0.6393      1.236         14        640:  76%|███████▌  | 395/519 [03:03<01:04,  1.91it/s]
      36/80      0.94G     0.9519      1.605     0.6393      1.236         10        640:  76%|███████▌  | 395/519 [03:03<01:04,  1.91it/s]
      36/80      0.94G     0.9519      1.605     0.6393      1.236         10        640:  76%|███████▋  | 396/519 [03:03<00:53,  2.30it/s]
      36/80      0.94G     0.9516      1.604     0.6389      1.236         10        640:  76%|███████▋  | 396/519 [03:03<00:53,  2.30it/s]
      36/80      0.94G     0.9516      1.604     0.6389      1.236         10        640:  76%|███████▋  | 397/519 [03:03<00:46,  2.64it/s]
      36/80      0.94G     0.9525      1.605     0.6392      1.237          7        640:  76%|███████▋  | 397/519 [03:04<00:46,  2.64it/s]
      36/80      0.94G     0.9525      1.605     0.6392      1.237          7        640:  77%|███████▋  | 398/519 [03:04<00:58,  2.07it/s]
      36/80      0.94G     0.9522      1.604     0.6386      1.236          7        640:  77%|███████▋  | 398/519 [03:04<00:58,  2.07it/s]
      36/80      0.94G     0.9522      1.604     0.6386      1.236          7        640:  77%|███████▋  | 399/519 [03:04<00:48,  2.47it/s]
      36/80      0.94G     0.9527      1.604     0.6391      1.237         11        640:  77%|███████▋  | 399/519 [03:04<00:48,  2.47it/s]
      36/80      0.94G     0.9527      1.604     0.6391      1.237         11        640:  77%|███████▋  | 400/519 [03:04<00:44,  2.66it/s]
      36/80      0.94G     0.9526      1.603     0.6392      1.236         14        640:  77%|███████▋  | 400/519 [03:05<00:44,  2.66it/s]
      36/80      0.94G     0.9526      1.603     0.6392      1.236         14        640:  77%|███████▋  | 401/519 [03:05<00:51,  2.30it/s]
      36/80      0.94G     0.9534      1.606     0.6402      1.236          7        640:  77%|███████▋  | 401/519 [03:06<00:51,  2.30it/s]
      36/80      0.94G     0.9534      1.606     0.6402      1.236          7        640:  77%|███████▋  | 402/519 [03:06<01:01,  1.89it/s]
      36/80      0.94G     0.9533      1.606     0.6399      1.236          9        640:  77%|███████▋  | 402/519 [03:06<01:01,  1.89it/s]
      36/80      0.94G     0.9533      1.606     0.6399      1.236          9        640:  78%|███████▊  | 403/519 [03:06<00:52,  2.21it/s]
      36/80      0.94G     0.9535      1.607     0.6396      1.236         13        640:  78%|███████▊  | 403/519 [03:06<00:52,  2.21it/s]
      36/80      0.94G     0.9535      1.607     0.6396      1.236         13        640:  78%|███████▊  | 404/519 [03:06<00:44,  2.57it/s]
      36/80      0.94G     0.9537      1.608     0.6399      1.236         11        640:  78%|███████▊  | 404/519 [03:06<00:44,  2.57it/s]
      36/80      0.94G     0.9537      1.608     0.6399      1.236         11        640:  78%|███████▊  | 405/519 [03:06<00:38,  2.94it/s]
      36/80      0.94G     0.9539      1.608       0.64      1.236         10        640:  78%|███████▊  | 405/519 [03:07<00:38,  2.94it/s]
      36/80      0.94G     0.9539      1.608       0.64      1.236         10        640:  78%|███████▊  | 406/519 [03:07<00:50,  2.23it/s]
      36/80      0.94G     0.9536      1.608       0.64      1.236          6        640:  78%|███████▊  | 406/519 [03:07<00:50,  2.23it/s]
      36/80      0.94G     0.9536      1.608       0.64      1.236          6        640:  78%|███████▊  | 407/519 [03:07<00:42,  2.65it/s]
      36/80      0.94G     0.9534      1.608     0.6399      1.236         11        640:  78%|███████▊  | 407/519 [03:08<00:42,  2.65it/s]
      36/80      0.94G     0.9534      1.608     0.6399      1.236         11        640:  79%|███████▊  | 408/519 [03:08<00:50,  2.18it/s]
      36/80      0.94G     0.9534      1.608     0.6399      1.235         15        640:  79%|███████▊  | 408/519 [03:09<00:50,  2.18it/s]
      36/80      0.94G     0.9534      1.608     0.6399      1.235         15        640:  79%|███████▉  | 409/519 [03:09<00:52,  2.10it/s]
      36/80      0.94G     0.9543       1.61     0.6413      1.236          7        640:  79%|███████▉  | 409/519 [03:09<00:52,  2.10it/s]
      36/80      0.94G     0.9543       1.61     0.6413      1.236          7        640:  79%|███████▉  | 410/519 [03:09<00:43,  2.51it/s]
      36/80      0.94G     0.9544      1.609      0.641      1.236         10        640:  79%|███████▉  | 410/519 [03:09<00:43,  2.51it/s]
      36/80      0.94G     0.9544      1.609      0.641      1.236         10        640:  79%|███████▉  | 411/519 [03:09<00:38,  2.79it/s]
      36/80      0.94G     0.9539      1.608     0.6408      1.235          5        640:  79%|███████▉  | 411/519 [03:10<00:38,  2.79it/s]
      36/80      0.94G     0.9539      1.608     0.6408      1.235          5        640:  79%|███████▉  | 412/519 [03:10<01:06,  1.61it/s]
      36/80      0.94G     0.9539      1.608     0.6409      1.236          6        640:  79%|███████▉  | 412/519 [03:11<01:06,  1.61it/s]
      36/80      0.94G     0.9539      1.608     0.6409      1.236          6        640:  80%|███████▉  | 413/519 [03:11<01:06,  1.60it/s]
      36/80      0.94G      0.955      1.609     0.6418      1.237         10        640:  80%|███████▉  | 413/519 [03:11<01:06,  1.60it/s]
      36/80      0.94G      0.955      1.609     0.6418      1.237         10        640:  80%|███████▉  | 414/519 [03:11<00:51,  2.04it/s]
      36/80      0.94G     0.9555      1.609     0.6418      1.237         12        640:  80%|███████▉  | 414/519 [03:11<00:51,  2.04it/s]
      36/80      0.94G     0.9555      1.609     0.6418      1.237         12        640:  80%|███████▉  | 415/519 [03:11<00:43,  2.39it/s]
      36/80      0.94G     0.9549      1.607     0.6412      1.236         11        640:  80%|███████▉  | 415/519 [03:12<00:43,  2.39it/s]
      36/80      0.94G     0.9549      1.607     0.6412      1.236         11        640:  80%|████████  | 416/519 [03:12<01:01,  1.68it/s]
      36/80      0.94G     0.9548      1.608     0.6413      1.236         12        640:  80%|████████  | 416/519 [03:13<01:01,  1.68it/s]
      36/80      0.94G     0.9548      1.608     0.6413      1.236         12        640:  80%|████████  | 417/519 [03:13<00:49,  2.07it/s]
      36/80      0.94G     0.9549      1.607     0.6417      1.236          9        640:  80%|████████  | 417/519 [03:13<00:49,  2.07it/s]
      36/80      0.94G     0.9549      1.607     0.6417      1.236          9        640:  81%|████████  | 418/519 [03:13<00:38,  2.64it/s]
      36/80      0.94G     0.9552      1.606     0.6416      1.236         10        640:  81%|████████  | 418/519 [03:13<00:38,  2.64it/s]
      36/80      0.94G     0.9553      1.607     0.6415      1.236          9        640:  81%|████████  | 418/519 [03:14<00:38,  2.64it/s]
      36/80      0.94G     0.9553      1.607     0.6415      1.236          9        640:  81%|████████  | 420/519 [03:14<00:54,  1.83it/s]
      36/80      0.94G     0.9562      1.609     0.6423      1.237          9        640:  81%|████████  | 420/519 [03:15<00:54,  1.83it/s]
      36/80      0.94G     0.9562      1.609     0.6423      1.237          9        640:  81%|████████  | 421/519 [03:15<00:52,  1.87it/s]
      36/80      0.94G     0.9572      1.611     0.6431      1.238         12        640:  81%|████████  | 421/519 [03:15<00:52,  1.87it/s]
      36/80      0.94G     0.9572      1.611     0.6431      1.238         12        640:  81%|████████▏ | 422/519 [03:15<00:42,  2.28it/s]
      36/80      0.94G     0.9584      1.612     0.6434      1.238         12        640:  81%|████████▏ | 422/519 [03:15<00:42,  2.28it/s]
      36/80      0.94G     0.9584      1.612     0.6434      1.238         12        640:  82%|████████▏ | 423/519 [03:15<00:37,  2.54it/s]
      36/80      0.94G     0.9579      1.611     0.6429      1.238         13        640:  82%|████████▏ | 423/519 [03:17<00:37,  2.54it/s]
      36/80      0.94G     0.9579      1.611     0.6429      1.238         13        640:  82%|████████▏ | 424/519 [03:17<01:07,  1.41it/s]
      36/80      0.94G     0.9583      1.612     0.6427      1.238          8        640:  82%|████████▏ | 424/519 [03:17<01:07,  1.41it/s]
      36/80      0.94G     0.9583      1.612     0.6427      1.238          8        640:  82%|████████▏ | 425/519 [03:17<00:56,  1.66it/s]
      36/80      0.94G      0.959      1.612     0.6428      1.238         11        640:  82%|████████▏ | 425/519 [03:17<00:56,  1.66it/s]
      36/80      0.94G      0.959      1.612     0.6428      1.238         11        640:  82%|████████▏ | 426/519 [03:17<00:45,  2.06it/s]
      36/80      0.94G     0.9586      1.611     0.6426      1.238         10        640:  82%|████████▏ | 426/519 [03:17<00:45,  2.06it/s]
      36/80      0.94G     0.9586      1.611     0.6426      1.238         10        640:  82%|████████▏ | 427/519 [03:17<00:38,  2.40it/s]
      36/80      0.94G     0.9578       1.61     0.6423      1.237          9        640:  82%|████████▏ | 427/519 [03:18<00:38,  2.40it/s]
      36/80      0.94G     0.9578       1.61     0.6423      1.237          9        640:  82%|████████▏ | 428/519 [03:18<00:53,  1.71it/s]
      36/80      0.94G      0.958       1.61     0.6433      1.237         13        640:  82%|████████▏ | 428/519 [03:19<00:53,  1.71it/s]
      36/80      0.94G      0.958       1.61     0.6433      1.237         13        640:  83%|████████▎ | 429/519 [03:19<00:53,  1.70it/s]
      36/80      0.94G     0.9579       1.61     0.6431      1.237         11        640:  83%|████████▎ | 429/519 [03:19<00:53,  1.70it/s]
      36/80      0.94G     0.9579       1.61     0.6431      1.237         11        640:  83%|████████▎ | 430/519 [03:19<00:42,  2.11it/s]
      36/80      0.94G     0.9577       1.61     0.6427      1.237         10        640:  83%|████████▎ | 430/519 [03:19<00:42,  2.11it/s]
      36/80      0.94G     0.9577       1.61     0.6427      1.237         10        640:  83%|████████▎ | 431/519 [03:19<00:35,  2.47it/s]
      36/80      0.94G     0.9579       1.61     0.6434      1.237         10        640:  83%|████████▎ | 431/519 [03:20<00:35,  2.47it/s]
      36/80      0.94G     0.9579       1.61     0.6434      1.237         10        640:  83%|████████▎ | 432/519 [03:20<00:33,  2.57it/s]
      36/80      0.94G      0.959      1.611      0.644      1.238          7        640:  83%|████████▎ | 432/519 [03:21<00:33,  2.57it/s]
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      36/80      0.94G     0.9597      1.612     0.6441      1.239         12        640:  84%|████████▍ | 436/519 [03:23<00:28,  2.87it/s]
      36/80      0.94G     0.9597      1.612     0.6441      1.239         12        640:  84%|████████▍ | 437/519 [03:23<00:51,  1.59it/s]
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      36/80      0.94G     0.9595      1.611     0.6436      1.239         13        640:  84%|████████▍ | 438/519 [03:23<00:41,  1.95it/s]
      36/80      0.94G     0.9596       1.61     0.6441      1.239         12        640:  84%|████████▍ | 438/519 [03:23<00:41,  1.95it/s]
      36/80      0.94G     0.9596       1.61     0.6441      1.239         12        640:  85%|████████▍ | 439/519 [03:23<00:34,  2.30it/s]
      36/80      0.94G     0.9605      1.612     0.6449      1.239          9        640:  85%|████████▍ | 439/519 [03:23<00:34,  2.30it/s]
      36/80      0.94G     0.9605      1.612     0.6449      1.239          9        640:  85%|████████▍ | 440/519 [03:23<00:30,  2.60it/s]
      36/80      0.94G     0.9617      1.613     0.6451       1.24          6        640:  85%|████████▍ | 440/519 [03:24<00:30,  2.60it/s]
      36/80      0.94G     0.9617      1.613     0.6451       1.24          6        640:  85%|████████▍ | 441/519 [03:24<00:44,  1.74it/s]
      36/80      0.94G     0.9618      1.614     0.6459       1.24         10        640:  85%|████████▍ | 441/519 [03:25<00:44,  1.74it/s]
      36/80      0.94G     0.9618      1.614     0.6459       1.24         10        640:  85%|████████▌ | 442/519 [03:25<00:37,  2.05it/s]
      36/80      0.94G     0.9622      1.614     0.6455       1.24          8        640:  85%|████████▌ | 442/519 [03:25<00:37,  2.05it/s]
      36/80      0.94G     0.9622      1.614     0.6455       1.24          8        640:  85%|████████▌ | 443/519 [03:25<00:31,  2.43it/s]
      36/80      0.94G     0.9622      1.613     0.6454      1.239         10        640:  85%|████████▌ | 443/519 [03:25<00:31,  2.43it/s]
      36/80      0.94G     0.9622      1.613     0.6454      1.239         10        640:  86%|████████▌ | 444/519 [03:25<00:25,  2.90it/s]
      36/80      0.94G     0.9621      1.613      0.645      1.239          9        640:  86%|████████▌ | 444/519 [03:26<00:25,  2.90it/s]
      36/80      0.94G     0.9621      1.613      0.645      1.239          9        640:  86%|████████▌ | 445/519 [03:26<00:43,  1.71it/s]
      36/80      0.94G     0.9619      1.612     0.6447      1.239         10        640:  86%|████████▌ | 445/519 [03:27<00:43,  1.71it/s]
      36/80      0.94G     0.9619      1.612     0.6447      1.239         10        640:  86%|████████▌ | 446/519 [03:27<00:35,  2.06it/s]
      36/80      0.94G     0.9612      1.612     0.6446      1.239          9        640:  86%|████████▌ | 446/519 [03:27<00:35,  2.06it/s]
      36/80      0.94G     0.9612      1.612     0.6446      1.239          9        640:  86%|████████▌ | 447/519 [03:27<00:29,  2.43it/s]
      36/80      0.94G     0.9617      1.611     0.6459      1.239          5        640:  86%|████████▌ | 447/519 [03:27<00:29,  2.43it/s]
      36/80      0.94G     0.9617      1.611     0.6459      1.239          5        640:  86%|████████▋ | 448/519 [03:27<00:25,  2.79it/s]
      36/80      0.94G     0.9614      1.612     0.6456      1.238          7        640:  86%|████████▋ | 448/519 [03:28<00:25,  2.79it/s]
      36/80      0.94G     0.9614      1.612     0.6456      1.238          7        640:  87%|████████▋ | 449/519 [03:28<00:42,  1.65it/s]
      36/80      0.94G     0.9611      1.612     0.6452      1.238         10        640:  87%|████████▋ | 449/519 [03:28<00:42,  1.65it/s]
      36/80      0.94G     0.9611      1.612     0.6452      1.238         10        640:  87%|████████▋ | 450/519 [03:28<00:33,  2.09it/s]
      36/80      0.94G     0.9611      1.613     0.6449      1.238         12        640:  87%|████████▋ | 450/519 [03:29<00:33,  2.09it/s]
      36/80      0.94G     0.9611      1.613     0.6449      1.238         12        640:  87%|████████▋ | 451/519 [03:29<00:26,  2.52it/s]
      36/80      0.94G     0.9614      1.613     0.6448      1.238          8        640:  87%|████████▋ | 451/519 [03:29<00:26,  2.52it/s]
      36/80      0.94G     0.9614      1.613     0.6448      1.238          8        640:  87%|████████▋ | 452/519 [03:29<00:23,  2.91it/s]
      36/80      0.94G     0.9612      1.612     0.6453      1.238          4        640:  87%|████████▋ | 452/519 [03:30<00:23,  2.91it/s]
      36/80      0.94G     0.9612      1.612     0.6453      1.238          4        640:  87%|████████▋ | 453/519 [03:30<00:38,  1.71it/s]
      36/80      0.94G     0.9606      1.612     0.6452      1.238         12        640:  87%|████████▋ | 453/519 [03:30<00:38,  1.71it/s]
      36/80      0.94G     0.9606      1.612     0.6452      1.238         12        640:  87%|████████▋ | 454/519 [03:30<00:31,  2.08it/s]
      36/80      0.94G     0.9604      1.612      0.645      1.238         12        640:  87%|████████▋ | 454/519 [03:30<00:31,  2.08it/s]
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      36/80      0.94G     0.9601       1.61     0.6446      1.238          8        640:  88%|████████▊ | 456/519 [03:31<00:23,  2.68it/s]
      36/80      0.94G     0.9598       1.61     0.6445      1.237         10        640:  88%|████████▊ | 456/519 [03:31<00:23,  2.68it/s]
      36/80      0.94G     0.9598       1.61     0.6445      1.237         10        640:  88%|████████▊ | 457/519 [03:31<00:25,  2.47it/s]
      36/80      0.94G     0.9602      1.612     0.6448      1.238          9        640:  88%|████████▊ | 457/519 [03:31<00:25,  2.47it/s]
      36/80      0.94G     0.9602      1.612     0.6448      1.238          9        640:  88%|████████▊ | 458/519 [03:31<00:20,  2.99it/s]
      36/80      0.94G     0.9599      1.611     0.6447      1.238          9        640:  88%|████████▊ | 458/519 [03:32<00:20,  2.99it/s]
      36/80      0.94G     0.9599      1.611     0.6447      1.238          9        640:  88%|████████▊ | 459/519 [03:32<00:19,  3.15it/s]
      36/80      0.94G     0.9594      1.611     0.6445      1.237         13        640:  88%|████████▊ | 459/519 [03:32<00:19,  3.15it/s]
      36/80      0.94G     0.9594      1.611     0.6445      1.237         13        640:  89%|████████▊ | 460/519 [03:32<00:17,  3.46it/s]
      36/80      0.94G     0.9596      1.612      0.645      1.237         12        640:  89%|████████▊ | 460/519 [03:32<00:17,  3.46it/s]
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      36/80      0.94G     0.9596      1.611     0.6451      1.237         12        640:  89%|████████▉ | 462/519 [03:33<00:18,  3.09it/s]
      36/80      0.94G     0.9597      1.611     0.6449      1.237          8        640:  89%|████████▉ | 462/519 [03:33<00:18,  3.09it/s]
      36/80      0.94G     0.9597      1.611     0.6449      1.237          8        640:  89%|████████▉ | 463/519 [03:33<00:16,  3.38it/s]
      36/80      0.94G     0.9597      1.612     0.6447      1.237         14        640:  89%|████████▉ | 463/519 [03:33<00:16,  3.38it/s]
      36/80      0.94G     0.9597      1.612     0.6447      1.237         14        640:  89%|████████▉ | 464/519 [03:33<00:15,  3.52it/s]
      36/80      0.94G     0.9605      1.613     0.6454      1.238         10        640:  89%|████████▉ | 464/519 [03:34<00:15,  3.52it/s]
      36/80      0.94G     0.9605      1.613     0.6454      1.238         10        640:  90%|████████▉ | 465/519 [03:34<00:26,  2.01it/s]
      36/80      0.94G      0.961      1.614     0.6452      1.238         10        640:  90%|████████▉ | 465/519 [03:34<00:26,  2.01it/s]
      36/80      0.94G      0.961      1.614     0.6452      1.238         10        640:  90%|████████▉ | 466/519 [03:34<00:22,  2.35it/s]
      36/80      0.94G     0.9608      1.613      0.645      1.238         11        640:  90%|████████▉ | 466/519 [03:35<00:22,  2.35it/s]
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      36/80      0.94G     0.9598      1.611     0.6443      1.238         10        640:  90%|█████████ | 468/519 [03:36<00:15,  3.20it/s]
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      36/80      0.94G     0.9596      1.611      0.644      1.237         13        640:  91%|█████████ | 472/519 [03:38<00:16,  2.78it/s]
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      36/80      0.94G     0.9595       1.61     0.6435      1.237          8        640:  91%|█████████▏| 474/519 [03:38<00:21,  2.06it/s]
      36/80      0.94G     0.9595       1.61     0.6435      1.237          8        640:  92%|█████████▏| 475/519 [03:38<00:17,  2.46it/s]
      36/80      0.94G     0.9592       1.61     0.6432      1.237          8        640:  92%|█████████▏| 475/519 [03:38<00:17,  2.46it/s]
      36/80      0.94G     0.9592       1.61     0.6432      1.237          8        640:  92%|█████████▏| 476/519 [03:38<00:15,  2.75it/s]
      36/80      0.94G     0.9593      1.609     0.6432      1.237         11        640:  92%|█████████▏| 476/519 [03:39<00:15,  2.75it/s]
      36/80      0.94G     0.9593      1.609     0.6432      1.237         11        640:  92%|█████████▏| 477/519 [03:39<00:22,  1.84it/s]
      36/80      0.94G     0.9588      1.608     0.6428      1.236         14        640:  92%|█████████▏| 477/519 [03:40<00:22,  1.84it/s]
      36/80      0.94G     0.9588      1.608     0.6428      1.236         14        640:  92%|█████████▏| 478/519 [03:40<00:18,  2.18it/s]
      36/80      0.94G      0.959      1.608     0.6425      1.237         10        640:  92%|█████████▏| 478/519 [03:40<00:18,  2.18it/s]
      36/80      0.94G      0.959      1.608     0.6425      1.237         10        640:  92%|█████████▏| 479/519 [03:40<00:15,  2.60it/s]
      36/80      0.94G     0.9592      1.607     0.6426      1.237          7        640:  92%|█████████▏| 479/519 [03:40<00:15,  2.60it/s]
      36/80      0.94G     0.9592      1.607     0.6426      1.237          7        640:  92%|█████████▏| 480/519 [03:40<00:13,  2.95it/s]
      36/80      0.94G     0.9595      1.608      0.643      1.237          8        640:  92%|█████████▏| 480/519 [03:41<00:13,  2.95it/s]
      36/80      0.94G     0.9595      1.608      0.643      1.237          8        640:  93%|█████████▎| 481/519 [03:41<00:20,  1.87it/s]
      36/80      0.94G     0.9595      1.609     0.6429      1.237         12        640:  93%|█████████▎| 481/519 [03:41<00:20,  1.87it/s]
      36/80      0.94G     0.9595      1.609     0.6429      1.237         12        640:  93%|█████████▎| 482/519 [03:41<00:16,  2.27it/s]
      36/80      0.94G     0.9592      1.609     0.6428      1.237         11        640:  93%|█████████▎| 482/519 [03:42<00:16,  2.27it/s]
      36/80      0.94G     0.9592      1.609     0.6428      1.237         11        640:  93%|█████████▎| 483/519 [03:42<00:13,  2.64it/s]
      36/80      0.94G      0.959       1.61      0.643      1.237         11        640:  93%|█████████▎| 483/519 [03:42<00:13,  2.64it/s]
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      36/80      0.94G     0.9589       1.61     0.6435      1.237         12        640:  93%|█████████▎| 484/519 [03:43<00:13,  2.64it/s]
      36/80      0.94G     0.9589       1.61     0.6435      1.237         12        640:  93%|█████████▎| 485/519 [03:43<00:19,  1.78it/s]
      36/80      0.94G     0.9592      1.609     0.6434      1.237          8        640:  93%|█████████▎| 485/519 [03:43<00:19,  1.78it/s]
      36/80      0.94G     0.9592      1.609     0.6434      1.237          8        640:  94%|█████████▎| 486/519 [03:43<00:15,  2.11it/s]
      36/80      0.94G       0.96       1.61     0.6439      1.237          8        640:  94%|█████████▎| 486/519 [03:43<00:15,  2.11it/s]
      36/80      0.94G       0.96       1.61     0.6439      1.237          8        640:  94%|█████████▍| 487/519 [03:43<00:13,  2.44it/s]
      36/80      0.94G     0.9598       1.61     0.6438      1.237         11        640:  94%|█████████▍| 487/519 [03:44<00:13,  2.44it/s]
      36/80      0.94G     0.9598       1.61     0.6438      1.237         11        640:  94%|█████████▍| 488/519 [03:44<00:11,  2.59it/s]
      36/80      0.94G     0.9598      1.611     0.6457      1.237          6        640:  94%|█████████▍| 488/519 [03:45<00:11,  2.59it/s]
      36/80      0.94G     0.9598      1.611     0.6457      1.237          6        640:  94%|█████████▍| 489/519 [03:45<00:17,  1.69it/s]
      36/80      0.94G     0.9604      1.612      0.646      1.238          9        640:  94%|█████████▍| 489/519 [03:45<00:17,  1.69it/s]
      36/80      0.94G     0.9604      1.612      0.646      1.238          9        640:  94%|█████████▍| 490/519 [03:45<00:13,  2.09it/s]
      36/80      0.94G     0.9601      1.612     0.6459      1.237         12        640:  94%|█████████▍| 490/519 [03:45<00:13,  2.09it/s]
      36/80      0.94G     0.9601      1.612     0.6459      1.237         12        640:  95%|█████████▍| 491/519 [03:45<00:11,  2.47it/s]
      36/80      0.94G     0.9598      1.611     0.6456      1.237         11        640:  95%|█████████▍| 491/519 [03:46<00:11,  2.47it/s]
      36/80      0.94G     0.9598      1.611     0.6456      1.237         11        640:  95%|█████████▍| 492/519 [03:46<00:09,  2.83it/s]
      36/80      0.94G     0.9601      1.612     0.6459      1.237         10        640:  95%|█████████▍| 492/519 [03:47<00:09,  2.83it/s]
      36/80      0.94G     0.9601      1.612     0.6459      1.237         10        640:  95%|█████████▍| 493/519 [03:47<00:18,  1.37it/s]
      36/80      0.94G     0.9602      1.613     0.6458      1.237         11        640:  95%|█████████▍| 493/519 [03:47<00:18,  1.37it/s]
      36/80      0.94G     0.9602      1.613     0.6458      1.237         11        640:  95%|█████████▌| 494/519 [03:47<00:14,  1.73it/s]
      36/80      0.94G     0.9595      1.612     0.6455      1.237          8        640:  95%|█████████▌| 494/519 [03:48<00:14,  1.73it/s]
      36/80      0.94G     0.9595      1.612     0.6455      1.237          8        640:  95%|█████████▌| 495/519 [03:48<00:11,  2.10it/s]
      36/80      0.94G     0.9595      1.611     0.6456      1.237          6        640:  95%|█████████▌| 495/519 [03:48<00:11,  2.10it/s]
      36/80      0.94G     0.9595      1.611     0.6456      1.237          6        640:  96%|█████████▌| 496/519 [03:48<00:09,  2.40it/s]
      36/80      0.94G     0.9596      1.611     0.6455      1.237          8        640:  96%|█████████▌| 496/519 [03:49<00:09,  2.40it/s]
      36/80      0.94G     0.9596      1.611     0.6455      1.237          8        640:  96%|█████████▌| 497/519 [03:49<00:13,  1.58it/s]
      36/80      0.94G     0.9594      1.611     0.6455      1.237         12        640:  96%|█████████▌| 497/519 [03:49<00:13,  1.58it/s]
      36/80      0.94G     0.9594      1.611     0.6455      1.237         12        640:  96%|█████████▌| 498/519 [03:49<00:10,  1.98it/s]
      36/80      0.94G     0.9594      1.611     0.6452      1.237         10        640:  96%|█████████▌| 498/519 [03:49<00:10,  1.98it/s]
      36/80      0.94G     0.9594      1.611     0.6452      1.237         10        640:  96%|█████████▌| 499/519 [03:49<00:08,  2.38it/s]
      36/80      0.94G     0.9592       1.61      0.645      1.236         12        640:  96%|█████████▌| 499/519 [03:50<00:08,  2.38it/s]
      36/80      0.94G     0.9592       1.61      0.645      1.236         12        640:  96%|█████████▋| 500/519 [03:50<00:06,  2.81it/s]
      36/80      0.94G     0.9601      1.612     0.6458      1.237         12        640:  96%|█████████▋| 500/519 [03:51<00:06,  2.81it/s]
      36/80      0.94G     0.9601      1.612     0.6458      1.237         12        640:  97%|█████████▋| 501/519 [03:51<00:10,  1.72it/s]
      36/80      0.94G     0.9602      1.613     0.6455      1.237          9        640:  97%|█████████▋| 501/519 [03:51<00:10,  1.72it/s]
      36/80      0.94G     0.9602      1.613     0.6455      1.237          9        640:  97%|█████████▋| 502/519 [03:51<00:08,  2.12it/s]
      36/80      0.94G     0.9605      1.613     0.6455      1.237         11        640:  97%|█████████▋| 502/519 [03:51<00:08,  2.12it/s]
      36/80      0.94G     0.9605      1.613     0.6455      1.237         11        640:  97%|█████████▋| 503/519 [03:51<00:06,  2.54it/s]
      36/80      0.94G     0.9606      1.612     0.6458      1.238          6        640:  97%|█████████▋| 503/519 [03:52<00:06,  2.54it/s]
      36/80      0.94G     0.9606      1.612     0.6458      1.238          6        640:  97%|█████████▋| 504/519 [03:52<00:05,  2.66it/s]
      36/80      0.94G     0.9609      1.614     0.6464      1.238          8        640:  97%|█████████▋| 504/519 [03:53<00:05,  2.66it/s]
      36/80      0.94G     0.9609      1.614     0.6464      1.238          8        640:  97%|█████████▋| 505/519 [03:53<00:08,  1.56it/s]
      36/80      0.94G     0.9611      1.614     0.6465      1.238         10        640:  97%|█████████▋| 505/519 [03:53<00:08,  1.56it/s]
      36/80      0.94G     0.9611      1.614     0.6465      1.238         10        640:  97%|█████████▋| 506/519 [03:53<00:06,  1.96it/s]
      36/80      0.94G     0.9616      1.616      0.647      1.238         10        640:  97%|█████████▋| 506/519 [03:53<00:06,  1.96it/s]
      36/80      0.94G     0.9616      1.616      0.647      1.238         10        640:  98%|█████████▊| 507/519 [03:53<00:05,  2.33it/s]
      36/80      0.94G     0.9615      1.615     0.6475      1.238         11        640:  98%|█████████▊| 507/519 [03:54<00:05,  2.33it/s]
      36/80      0.94G     0.9615      1.615     0.6475      1.238         11        640:  98%|█████████▊| 508/519 [03:54<00:04,  2.66it/s]
      36/80      0.94G      0.962      1.616     0.6486      1.238          6        640:  98%|█████████▊| 508/519 [03:55<00:04,  2.66it/s]
      36/80      0.94G      0.962      1.616     0.6486      1.238          6        640:  98%|█████████▊| 509/519 [03:55<00:06,  1.65it/s]
      36/80      0.94G     0.9621      1.616     0.6486      1.238          9        640:  98%|█████████▊| 509/519 [03:55<00:06,  1.65it/s]
      36/80      0.94G     0.9621      1.616     0.6486      1.238          9        640:  98%|█████████▊| 510/519 [03:55<00:05,  1.76it/s]
      36/80      0.94G     0.9622      1.617     0.6487      1.238          9        640:  98%|█████████▊| 510/519 [03:55<00:05,  1.76it/s]
      36/80      0.94G     0.9622      1.617     0.6487      1.238          9        640:  98%|█████████▊| 511/519 [03:55<00:03,  2.16it/s]
      36/80      0.94G     0.9624      1.617     0.6488      1.238         10        640:  98%|█████████▊| 511/519 [03:56<00:03,  2.16it/s]
      36/80      0.94G     0.9624      1.617     0.6488      1.238         10        640:  99%|█████████▊| 512/519 [03:56<00:02,  2.67it/s]
      36/80      0.94G     0.9623      1.617     0.6486      1.238         11        640:  99%|█████████▊| 512/519 [03:56<00:02,  2.67it/s]
      36/80      0.94G     0.9623      1.617     0.6486      1.238         11        640:  99%|█████████▉| 513/519 [03:56<00:02,  2.69it/s]
      36/80      0.94G     0.9625      1.617     0.6487      1.238         13        640:  99%|█████████▉| 513/519 [03:56<00:02,  2.69it/s]
      36/80      0.94G     0.9625      1.617     0.6487      1.238         13        640:  99%|█████████▉| 514/519 [03:56<00:02,  2.32it/s]
      36/80      0.94G      0.963      1.619     0.6493      1.238          8        640:  99%|█████████▉| 514/519 [03:57<00:02,  2.32it/s]
      36/80      0.94G      0.963      1.619     0.6493      1.238          8        640:  99%|█████████▉| 515/519 [03:57<00:01,  2.89it/s]
      36/80      0.94G     0.9625      1.619      0.649      1.238          5        640:  99%|█████████▉| 515/519 [03:57<00:01,  2.89it/s]
      36/80      0.94G     0.9625      1.619      0.649      1.238          5        640:  99%|█████████▉| 516/519 [03:57<00:00,  3.43it/s]
      36/80      0.94G     0.9628      1.619     0.6494      1.238         13        640:  99%|█████████▉| 516/519 [03:57<00:00,  3.43it/s]
      36/80      0.94G     0.9628      1.619     0.6494      1.238         13        640: 100%|█████████▉| 517/519 [03:57<00:00,  3.25it/s]
      36/80      0.94G     0.9624      1.618     0.6492      1.238          9        640: 100%|█████████▉| 517/519 [03:57<00:00,  3.25it/s]
      36/80      0.94G     0.9624      1.618     0.6492      1.238          9        640: 100%|█████████▉| 518/519 [03:57<00:00,  3.73it/s]
      36/80      0.94G     0.9628       1.62     0.6495      1.239         10        640: 100%|█████████▉| 518/519 [03:57<00:00,  3.73it/s]
      36/80      0.94G     0.9628       1.62     0.6495      1.239         10        640: 100%|██████████| 519/519 [03:57<00:00,  2.18it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:42,  6.29s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:55,  2.79s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:06<01:44,  1.68s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:13,  1.21s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<00:58,  1.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:50,  1.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:43,  1.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:36,  1.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:09<00:31,  1.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:26,  2.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:23,  2.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:10<00:20,  2.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:17,  2.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:11<00:20,  2.44it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:12<00:23,  2.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:25,  1.88it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:25,  1.84it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:24,  1.87it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:25,  1.75it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:15<00:26,  1.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:27,  1.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:25,  1.62it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:21,  1.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:18,  2.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:17<00:14,  2.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.31it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:05,  5.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:18<00:04,  6.43it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.84it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  7.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:19<00:03,  6.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.36it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:20<00:03,  6.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.46it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.45it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  8.08it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:21<00:01,  8.83it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:00,  9.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  89%|████████▉ | 58/65 [00:22<00:00,  9.62it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  92%|█████████▏| 60/65 [00:22<00:00,  9.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:22<00:00,  9.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  98%|█████████▊| 64/65 [00:22<00:00,  9.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.81it/s]
-                   all        519        519      0.978      0.944      0.985      0.737      0.982      0.948      0.986      0.721
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
      37/80      0.94G     0.8162      1.537     0.5498      1.146         12        640:   0%|          | 0/519 [00:03<?, ?it/s]
      37/80      0.94G     0.8162      1.537     0.5498      1.146         12        640:   0%|          | 1/519 [00:03<27:08,  3.14s/it]
      37/80      0.94G      0.881      1.587      0.559      1.182          8        640:   0%|          | 1/519 [00:03<27:08,  3.14s/it]
      37/80      0.94G      0.881      1.587      0.559      1.182          8        640:   0%|          | 2/519 [00:03<12:33,  1.46s/it]
      37/80      0.94G     0.9396      1.526     0.5857       1.19         10        640:   0%|          | 2/519 [00:03<12:33,  1.46s/it]
      37/80      0.94G     0.9396      1.526     0.5857       1.19         10        640:   1%|          | 3/519 [00:03<07:37,  1.13it/s]
      37/80      0.94G     0.9457      1.593     0.5796      1.186         10        640:   1%|          | 3/519 [00:03<07:37,  1.13it/s]
      37/80      0.94G     0.9457      1.593     0.5796      1.186         10        640:   1%|          | 4/519 [00:03<05:26,  1.58it/s]
      37/80      0.94G     0.9778      1.889       0.62      1.217         11        640:   1%|          | 4/519 [00:04<05:26,  1.58it/s]
      37/80      0.94G     0.9778      1.889       0.62      1.217         11        640:   1%|          | 5/519 [00:04<04:43,  1.81it/s]
      37/80      0.94G      1.027       1.99     0.6722      1.223         13        640:   1%|          | 5/519 [00:04<04:43,  1.81it/s]
      37/80      0.94G      1.027       1.99     0.6722      1.223         13        640:   1%|          | 6/519 [00:04<03:55,  2.18it/s]
      37/80      0.94G          1      1.867     0.6447      1.193          8        640:   1%|          | 6/519 [00:04<03:55,  2.18it/s]
      37/80      0.94G          1      1.867     0.6447      1.193          8        640:   1%|▏         | 7/519 [00:04<03:14,  2.63it/s]
      37/80      0.94G      1.003      1.848     0.7377      1.215          6        640:   1%|▏         | 7/519 [00:05<03:14,  2.63it/s]
      37/80      0.94G      1.003      1.848     0.7377      1.215          6        640:   2%|▏         | 8/519 [00:05<02:54,  2.93it/s]
      37/80      0.94G      1.023      1.853     0.7441      1.224         11        640:   2%|▏         | 8/519 [00:05<02:54,  2.93it/s]
      37/80      0.94G      1.023      1.853     0.7441      1.224         11        640:   2%|▏         | 9/519 [00:05<04:13,  2.01it/s]
      37/80      0.94G      1.025      1.911     0.7347       1.22         11        640:   2%|▏         | 9/519 [00:06<04:13,  2.01it/s]
      37/80      0.94G      1.025      1.911     0.7347       1.22         11        640:   2%|▏         | 10/519 [00:06<05:01,  1.69it/s]
      37/80      0.94G      1.019      1.937     0.7373      1.225          9        640:   2%|▏         | 10/519 [00:06<05:01,  1.69it/s]
      37/80      0.94G      1.019      1.937     0.7373      1.225          9        640:   2%|▏         | 11/519 [00:06<03:59,  2.12it/s]
      37/80      0.94G      1.015      1.978     0.7393      1.225          9        640:   2%|▏         | 11/519 [00:07<03:59,  2.12it/s]
      37/80      0.94G      1.015      1.978     0.7393      1.225          9        640:   2%|▏         | 12/519 [00:07<03:39,  2.31it/s]
      37/80      0.94G          1      1.914     0.7178       1.22          9        640:   2%|▏         | 12/519 [00:07<03:39,  2.31it/s]
      37/80      0.94G          1      1.914     0.7178       1.22          9        640:   3%|▎         | 13/519 [00:07<03:22,  2.50it/s]
      37/80      0.94G     0.9909      1.909      0.708      1.214         10        640:   3%|▎         | 13/519 [00:08<03:22,  2.50it/s]
      37/80      0.94G     0.9909      1.909      0.708      1.214         10        640:   3%|▎         | 14/519 [00:08<04:02,  2.08it/s]
      37/80      0.94G     0.9928      1.886     0.7033      1.212          9        640:   3%|▎         | 14/519 [00:08<04:02,  2.08it/s]
      37/80      0.94G     0.9928      1.886     0.7033      1.212          9        640:   3%|▎         | 15/519 [00:08<03:32,  2.38it/s]
      37/80      0.94G     0.9843      1.869      0.697      1.215          9        640:   3%|▎         | 15/519 [00:09<03:32,  2.38it/s]
      37/80      0.94G     0.9843      1.869      0.697      1.215          9        640:   3%|▎         | 16/519 [00:09<04:23,  1.91it/s]
      37/80      0.94G     0.9803      1.838     0.6925       1.22          7        640:   3%|▎         | 16/519 [00:09<04:23,  1.91it/s]
      37/80      0.94G     0.9803      1.838     0.6925       1.22          7        640:   3%|▎         | 17/519 [00:09<04:20,  1.93it/s]
      37/80      0.94G      1.001      1.852     0.7028      1.231         11        640:   3%|▎         | 17/519 [00:10<04:20,  1.93it/s]
      37/80      0.94G      1.001      1.852     0.7028      1.231         11        640:   3%|▎         | 18/519 [00:10<03:38,  2.30it/s]
      37/80      0.94G      1.011      1.833      0.725      1.239         11        640:   3%|▎         | 18/519 [00:10<03:38,  2.30it/s]
      37/80      0.94G      1.011      1.833      0.725      1.239         11        640:   4%|▎         | 19/519 [00:10<03:09,  2.63it/s]
      37/80      0.94G      1.017      1.844     0.7176      1.237          9        640:   4%|▎         | 19/519 [00:11<03:09,  2.63it/s]
      37/80      0.94G      1.017      1.844     0.7176      1.237          9        640:   4%|▍         | 20/519 [00:11<05:44,  1.45it/s]
      37/80      0.94G      1.019      1.876     0.7225      1.242         11        640:   4%|▍         | 20/519 [00:11<05:44,  1.45it/s]
      37/80      0.94G      1.019      1.876     0.7225      1.242         11        640:   4%|▍         | 21/519 [00:11<04:35,  1.81it/s]
      37/80      0.94G     0.9948      1.839      0.718      1.235          4        640:   4%|▍         | 21/519 [00:12<04:35,  1.81it/s]
      37/80      0.94G     0.9948      1.839      0.718      1.235          4        640:   4%|▍         | 22/519 [00:12<03:49,  2.17it/s]
      37/80      0.94G     0.9849      1.829     0.7071      1.229         10        640:   4%|▍         | 22/519 [00:12<03:49,  2.17it/s]
      37/80      0.94G     0.9849      1.829     0.7071      1.229         10        640:   4%|▍         | 23/519 [00:12<03:14,  2.56it/s]
      37/80      0.94G     0.9919      1.822     0.7046      1.235         10        640:   4%|▍         | 23/519 [00:13<03:14,  2.56it/s]
      37/80      0.94G     0.9919      1.822     0.7046      1.235         10        640:   5%|▍         | 24/519 [00:13<06:05,  1.36it/s]
      37/80      0.94G      1.017      1.832     0.7183      1.253         10        640:   5%|▍         | 24/519 [00:14<06:05,  1.36it/s]
      37/80      0.94G      1.017      1.832     0.7183      1.253         10        640:   5%|▍         | 25/519 [00:14<04:47,  1.72it/s]
      37/80      0.94G      1.007      1.809     0.7145      1.249          7        640:   5%|▍         | 25/519 [00:14<04:47,  1.72it/s]
      37/80      0.94G      1.007      1.809     0.7145      1.249          7        640:   5%|▌         | 26/519 [00:14<03:58,  2.07it/s]
      37/80      0.94G      1.007      1.812     0.7123      1.245         11        640:   5%|▌         | 26/519 [00:14<03:58,  2.07it/s]
      37/80      0.94G      1.007      1.812     0.7123      1.245         11        640:   5%|▌         | 27/519 [00:14<03:17,  2.49it/s]
      37/80      0.94G      1.018      1.821     0.7146      1.247         11        640:   5%|▌         | 27/519 [00:15<03:17,  2.49it/s]
      37/80      0.94G      1.018      1.821     0.7146      1.247         11        640:   5%|▌         | 28/519 [00:15<03:46,  2.16it/s]
      37/80      0.94G      1.006      1.801     0.7038      1.241         14        640:   5%|▌         | 28/519 [00:15<03:46,  2.16it/s]
      37/80      0.94G      1.006      1.801     0.7038      1.241         14        640:   6%|▌         | 29/519 [00:15<03:03,  2.67it/s]
      37/80      0.94G      1.003      1.791     0.7016      1.241         10        640:   6%|▌         | 29/519 [00:15<03:03,  2.67it/s]
      37/80      0.94G      1.003      1.791     0.7016      1.241         10        640:   6%|▌         | 30/519 [00:15<02:39,  3.07it/s]
      37/80      0.94G      1.006      1.788     0.6965      1.252         11        640:   6%|▌         | 30/519 [00:15<02:39,  3.07it/s]
      37/80      0.94G      1.006      1.788     0.6965      1.252         11        640:   6%|▌         | 31/519 [00:15<02:29,  3.27it/s]
      37/80      0.94G      1.007      1.792     0.7043      1.254         10        640:   6%|▌         | 31/519 [00:16<02:29,  3.27it/s]
      37/80      0.94G      1.007      1.792     0.7043      1.254         10        640:   6%|▌         | 32/519 [00:16<04:24,  1.84it/s]
      37/80      0.94G      1.002      1.794     0.6989      1.252          9        640:   6%|▌         | 32/519 [00:17<04:24,  1.84it/s]
      37/80      0.94G      1.002      1.794     0.6989      1.252          9        640:   6%|▋         | 33/519 [00:17<03:50,  2.11it/s]
      37/80      0.94G          1      1.784     0.7034      1.252          9        640:   6%|▋         | 33/519 [00:17<03:50,  2.11it/s]
      37/80      0.94G          1      1.784     0.7034      1.252          9        640:   7%|▋         | 34/519 [00:17<03:15,  2.48it/s]
      37/80      0.94G     0.9966      1.784     0.7006      1.253          8        640:   7%|▋         | 34/519 [00:17<03:15,  2.48it/s]
      37/80      0.94G     0.9966      1.784     0.7006      1.253          8        640:   7%|▋         | 35/519 [00:17<02:53,  2.79it/s]
      37/80      0.94G     0.9987      1.781     0.7022      1.252         11        640:   7%|▋         | 35/519 [00:19<02:53,  2.79it/s]
      37/80      0.94G     0.9987      1.781     0.7022      1.252         11        640:   7%|▋         | 36/519 [00:19<05:09,  1.56it/s]
      37/80      0.94G     0.9962      1.775     0.7047       1.25         10        640:   7%|▋         | 36/519 [00:19<05:09,  1.56it/s]
      37/80      0.94G     0.9962      1.775     0.7047       1.25         10        640:   7%|▋         | 37/519 [00:19<04:03,  1.98it/s]
      37/80      0.94G      1.006      1.777     0.7146      1.255          9        640:   7%|▋         | 37/519 [00:19<04:03,  1.98it/s]
      37/80      0.94G      1.006      1.777     0.7146      1.255          9        640:   7%|▋         | 38/519 [00:19<03:26,  2.33it/s]
      37/80      0.94G      1.011       1.78     0.7185      1.256         11        640:   7%|▋         | 38/519 [00:19<03:26,  2.33it/s]
      37/80      0.94G      1.011       1.78     0.7185      1.256         11        640:   8%|▊         | 39/519 [00:19<03:04,  2.60it/s]
      37/80      0.94G       1.01      1.774     0.7183      1.252         11        640:   8%|▊         | 39/519 [00:20<03:04,  2.60it/s]
      37/80      0.94G       1.01      1.774     0.7183      1.252         11        640:   8%|▊         | 40/519 [00:20<03:45,  2.12it/s]
      37/80      0.94G      1.006       1.77      0.714      1.251          9        640:   8%|▊         | 40/519 [00:21<03:45,  2.12it/s]
      37/80      0.94G      1.006       1.77      0.714      1.251          9        640:   8%|▊         | 41/519 [00:21<04:05,  1.95it/s]
      37/80      0.94G      1.005      1.762     0.7123      1.251          7        640:   8%|▊         | 41/519 [00:21<04:05,  1.95it/s]
      37/80      0.94G      1.005      1.762     0.7123      1.251          7        640:   8%|▊         | 42/519 [00:21<03:24,  2.33it/s]
      37/80      0.94G      1.017      1.754     0.7188      1.258          9        640:   8%|▊         | 42/519 [00:21<03:24,  2.33it/s]
      37/80      0.94G      1.017      1.754     0.7188      1.258          9        640:   8%|▊         | 43/519 [00:21<03:10,  2.50it/s]
      37/80      0.94G      1.027      1.761      0.723      1.263         14        640:   8%|▊         | 43/519 [00:22<03:10,  2.50it/s]
      37/80      0.94G      1.027      1.761      0.723      1.263         14        640:   8%|▊         | 44/519 [00:22<03:06,  2.55it/s]
      37/80      0.94G      1.027      1.761     0.7234      1.261         12        640:   8%|▊         | 44/519 [00:23<03:06,  2.55it/s]
      37/80      0.94G      1.027      1.761     0.7234      1.261         12        640:   9%|▊         | 45/519 [00:23<05:13,  1.51it/s]
      37/80      0.94G       1.02      1.748     0.7172      1.259          8        640:   9%|▊         | 45/519 [00:23<05:13,  1.51it/s]
      37/80      0.94G       1.02      1.748     0.7172      1.259          8        640:   9%|▉         | 46/519 [00:23<04:12,  1.88it/s]
      37/80      0.94G      1.019      1.748     0.7142      1.256         14        640:   9%|▉         | 46/519 [00:23<04:12,  1.88it/s]
      37/80      0.94G      1.019      1.748     0.7142      1.256         14        640:   9%|▉         | 47/519 [00:23<03:34,  2.20it/s]
      37/80      0.94G      1.018      1.745       0.71      1.256         13        640:   9%|▉         | 47/519 [00:24<03:34,  2.20it/s]
      37/80      0.94G      1.018      1.745       0.71      1.256         13        640:   9%|▉         | 48/519 [00:24<03:03,  2.57it/s]
      37/80      0.94G      1.023      1.744     0.7134      1.257         10        640:   9%|▉         | 48/519 [00:24<03:03,  2.57it/s]
      37/80      0.94G      1.023      1.744     0.7134      1.257         10        640:   9%|▉         | 49/519 [00:24<04:11,  1.87it/s]
      37/80      0.94G      1.018      1.745     0.7088      1.253         10        640:   9%|▉         | 49/519 [00:25<04:11,  1.87it/s]
      37/80      0.94G      1.018      1.745     0.7088      1.253         10        640:  10%|▉         | 50/519 [00:25<03:32,  2.21it/s]
      37/80      0.94G      1.014      1.733     0.7064      1.251          9        640:  10%|▉         | 50/519 [00:25<03:32,  2.21it/s]
      37/80      0.94G      1.014      1.733     0.7064      1.251          9        640:  10%|▉         | 51/519 [00:25<02:58,  2.63it/s]
      37/80      0.94G      1.016      1.738     0.7096      1.256          7        640:  10%|▉         | 51/519 [00:25<02:58,  2.63it/s]
      37/80      0.94G      1.016      1.738     0.7096      1.256          7        640:  10%|█         | 52/519 [00:25<02:38,  2.95it/s]
      37/80      0.94G      1.014      1.733     0.7073      1.253         13        640:  10%|█         | 52/519 [00:26<02:38,  2.95it/s]
      37/80      0.94G      1.014      1.733     0.7073      1.253         13        640:  10%|█         | 53/519 [00:26<04:41,  1.65it/s]
      37/80      0.94G      1.016       1.73     0.7038      1.253          9        640:  10%|█         | 53/519 [00:27<04:41,  1.65it/s]
      37/80      0.94G      1.016       1.73     0.7038      1.253          9        640:  10%|█         | 54/519 [00:27<03:49,  2.03it/s]
      37/80      0.94G      1.013      1.726     0.7004       1.25         11        640:  10%|█         | 54/519 [00:27<03:49,  2.03it/s]
      37/80      0.94G      1.013      1.726     0.7004       1.25         11        640:  11%|█         | 55/519 [00:27<03:11,  2.42it/s]
      37/80      0.94G      1.015      1.727      0.705      1.253         12        640:  11%|█         | 55/519 [00:27<03:11,  2.42it/s]
      37/80      0.94G      1.015      1.727      0.705      1.253         12        640:  11%|█         | 56/519 [00:27<03:17,  2.34it/s]
      37/80      0.94G      1.014      1.719     0.7014      1.252         12        640:  11%|█         | 56/519 [00:29<03:17,  2.34it/s]
      37/80      0.94G      1.014      1.719     0.7014      1.252         12        640:  11%|█         | 57/519 [00:29<05:09,  1.49it/s]
      37/80      0.94G      1.014      1.714     0.7024      1.252          8        640:  11%|█         | 57/519 [00:29<05:09,  1.49it/s]
      37/80      0.94G      1.014      1.714     0.7024      1.252          8        640:  11%|█         | 58/519 [00:29<04:05,  1.88it/s]
      37/80      0.94G      1.015      1.714     0.6992      1.251         16        640:  11%|█         | 58/519 [00:29<04:05,  1.88it/s]
      37/80      0.94G      1.015      1.714     0.6992      1.251         16        640:  11%|█▏        | 59/519 [00:29<03:25,  2.24it/s]
      37/80      0.94G       1.02      1.723     0.7036      1.253          9        640:  11%|█▏        | 59/519 [00:29<03:25,  2.24it/s]
      37/80      0.94G       1.02      1.723     0.7036      1.253          9        640:  12%|█▏        | 60/519 [00:29<02:56,  2.60it/s]
      37/80      0.94G      1.024      1.719     0.7086      1.257          7        640:  12%|█▏        | 60/519 [00:30<02:56,  2.60it/s]
      37/80      0.94G      1.024      1.719     0.7086      1.257          7        640:  12%|█▏        | 61/519 [00:30<04:09,  1.84it/s]
      37/80      0.94G      1.024      1.718     0.7079      1.257          9        640:  12%|█▏        | 61/519 [00:30<04:09,  1.84it/s]
      37/80      0.94G      1.024      1.718     0.7079      1.257          9        640:  12%|█▏        | 62/519 [00:30<03:23,  2.25it/s]
      37/80      0.94G      1.021      1.711      0.708      1.256         12        640:  12%|█▏        | 62/519 [00:31<03:23,  2.25it/s]
      37/80      0.94G      1.021      1.711      0.708      1.256         12        640:  12%|█▏        | 63/519 [00:31<02:53,  2.62it/s]
      37/80      0.94G      1.024      1.715     0.7062      1.258         13        640:  12%|█▏        | 63/519 [00:31<02:53,  2.62it/s]
      37/80      0.94G      1.024      1.715     0.7062      1.258         13        640:  12%|█▏        | 64/519 [00:31<03:36,  2.10it/s]
      37/80      0.94G       1.02      1.715     0.7039      1.256         12        640:  12%|█▏        | 64/519 [00:32<03:36,  2.10it/s]
      37/80      0.94G       1.02      1.715     0.7039      1.256         12        640:  13%|█▎        | 65/519 [00:32<03:43,  2.03it/s]
      37/80      0.94G      1.026      1.722     0.7064      1.258         10        640:  13%|█▎        | 65/519 [00:32<03:43,  2.03it/s]
      37/80      0.94G      1.026      1.722     0.7064      1.258         10        640:  13%|█▎        | 66/519 [00:32<03:07,  2.42it/s]
      37/80      0.94G      1.029      1.729     0.7085      1.259         12        640:  13%|█▎        | 66/519 [00:32<03:07,  2.42it/s]
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      37/80      0.94G      1.014       1.67     0.6793      1.249          7        640:  25%|██▌       | 132/519 [01:01<02:20,  2.75it/s]
      37/80      0.94G      1.014       1.67     0.6793      1.249          7        640:  26%|██▌       | 133/519 [01:01<02:42,  2.37it/s]
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      37/80      0.94G      1.018      1.681     0.6817      1.251         10        640:  26%|██▌       | 134/519 [01:02<02:15,  2.85it/s]
      37/80      0.94G      1.018      1.681     0.6817      1.251         10        640:  26%|██▌       | 135/519 [01:02<02:01,  3.16it/s]
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      37/80      0.94G      1.012      1.671     0.6737      1.246         10        640:  28%|██▊       | 146/519 [01:08<02:38,  2.36it/s]
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      37/80      0.94G     0.9993      1.671      0.666      1.241         13        640:  32%|███▏      | 165/519 [01:16<02:35,  2.28it/s]
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      37/80      0.94G     0.9995       1.67     0.6668       1.24          9        640:  32%|███▏      | 166/519 [01:17<02:09,  2.72it/s]
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      37/80      0.94G          1      1.669     0.6682       1.24          6        640:  32%|███▏      | 167/519 [01:18<02:28,  2.37it/s]
      37/80      0.94G          1      1.669     0.6682       1.24          6        640:  32%|███▏      | 168/519 [01:18<02:58,  1.97it/s]
      37/80      0.94G          1       1.67     0.6694       1.24         10        640:  32%|███▏      | 168/519 [01:18<02:58,  1.97it/s]
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      37/80      0.94G     0.9994      1.669     0.6684      1.239          8        640:  33%|███▎      | 169/519 [01:18<02:22,  2.45it/s]
      37/80      0.94G     0.9994      1.669     0.6684      1.239          8        640:  33%|███▎      | 170/519 [01:18<02:54,  2.00it/s]
      37/80      0.94G     0.9999      1.668     0.6683      1.239         10        640:  33%|███▎      | 170/519 [01:19<02:54,  2.00it/s]
      37/80      0.94G     0.9999      1.668     0.6683      1.239         10        640:  33%|███▎      | 171/519 [01:19<02:33,  2.27it/s]
      37/80      0.94G      1.001      1.671     0.6685       1.24          8        640:  33%|███▎      | 171/519 [01:19<02:33,  2.27it/s]
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      37/80      0.94G      1.001       1.67     0.6682      1.241         11        640:  33%|███▎      | 172/519 [01:20<02:47,  2.07it/s]
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      37/80      0.94G      1.003      1.677     0.6692      1.243          8        640:  33%|███▎      | 173/519 [01:21<03:37,  1.59it/s]
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      37/80      0.94G      1.002      1.675     0.6681      1.242         11        640:  34%|███▎      | 175/519 [01:21<02:42,  2.12it/s]
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      37/80      0.94G      1.002      1.682     0.6679      1.243          9        640:  34%|███▍      | 178/519 [01:23<03:19,  1.71it/s]
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      37/80      0.94G      1.002      1.684     0.6676      1.243         12        640:  34%|███▍      | 179/519 [01:24<03:32,  1.60it/s]
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      37/80      0.94G          1      1.681     0.6666      1.242         12        640:  35%|███▍      | 180/519 [01:24<02:50,  1.99it/s]
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      37/80      0.94G     0.9989      1.679     0.6658      1.241          7        640:  35%|███▍      | 181/519 [01:24<02:22,  2.38it/s]
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      37/80      0.94G      0.998      1.676     0.6657      1.241         12        640:  35%|███▌      | 184/519 [01:26<02:30,  2.22it/s]
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      37/80      0.94G     0.9978      1.686     0.6672      1.241          7        640:  36%|███▌      | 187/519 [01:27<02:03,  2.70it/s]
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      37/80      0.94G          1      1.688     0.6679      1.243         10        640:  36%|███▌      | 188/519 [01:27<02:46,  1.99it/s]
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      37/80      0.94G     0.9995      1.689     0.6674      1.242          8        640:  36%|███▋      | 189/519 [01:28<02:18,  2.39it/s]
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      37/80      0.94G      1.001      1.692     0.6675      1.241         11        640:  37%|███▋      | 191/519 [01:29<03:16,  1.67it/s]
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      37/80      0.94G     0.9992      1.691     0.6666      1.241          9        640:  37%|███▋      | 192/519 [01:29<02:39,  2.04it/s]
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      37/80      0.94G      1.001      1.691      0.668      1.243          6        640:  37%|███▋      | 193/519 [01:30<02:25,  2.24it/s]
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      37/80      0.94G     0.9999      1.679     0.6677      1.248         13        640:  50%|█████     | 260/519 [02:01<02:33,  1.69it/s]
      37/80      0.94G     0.9986      1.677     0.6677      1.248         15        640:  50%|█████     | 260/519 [02:02<02:33,  1.69it/s]
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      37/80      0.94G     0.9977      1.676     0.6673      1.247          8        640:  50%|█████     | 261/519 [02:02<02:06,  2.05it/s]
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      37/80      0.94G     0.9969      1.676     0.6658      1.247          9        640:  51%|█████     | 263/519 [02:03<01:30,  2.84it/s]
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      37/80      0.94G     0.9964      1.677     0.6649      1.246          9        640:  51%|█████     | 265/519 [02:04<02:05,  2.02it/s]
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      37/80      0.94G     0.9973      1.681     0.6661      1.247         12        640:  51%|█████▏    | 266/519 [02:04<01:41,  2.48it/s]
      37/80      0.94G     0.9973      1.681     0.6661      1.247         12        640:  51%|█████▏    | 267/519 [02:04<01:31,  2.76it/s]
      37/80      0.94G     0.9962      1.679     0.6653      1.246         10        640:  51%|█████▏    | 267/519 [02:04<01:31,  2.76it/s]
      37/80      0.94G     0.9962      1.679     0.6653      1.246         10        640:  52%|█████▏    | 268/519 [02:04<01:44,  2.41it/s]
      37/80      0.94G     0.9978       1.68     0.6658      1.248          8        640:  52%|█████▏    | 268/519 [02:05<01:44,  2.41it/s]
      37/80      0.94G     0.9978       1.68     0.6658      1.248          8        640:  52%|█████▏    | 269/519 [02:05<01:33,  2.68it/s]
      37/80      0.94G      0.998       1.68     0.6657      1.247         11        640:  52%|█████▏    | 269/519 [02:05<01:33,  2.68it/s]
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      37/80      0.94G     0.9989      1.684     0.6656      1.247         12        640:  52%|█████▏    | 270/519 [02:05<01:19,  3.12it/s]
      37/80      0.94G     0.9989      1.684     0.6656      1.247         12        640:  52%|█████▏    | 271/519 [02:05<01:13,  3.39it/s]
      37/80      0.94G     0.9981      1.683     0.6656      1.247          7        640:  52%|█████▏    | 271/519 [02:06<01:13,  3.39it/s]
      37/80      0.94G     0.9981      1.683     0.6656      1.247          7        640:  52%|█████▏    | 272/519 [02:06<02:02,  2.01it/s]
      37/80      0.94G      0.998      1.681     0.6657      1.247          9        640:  52%|█████▏    | 272/519 [02:06<02:02,  2.01it/s]
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      37/80      0.94G     0.9998      1.683     0.6675      1.248          7        640:  53%|█████▎    | 273/519 [02:07<01:47,  2.28it/s]
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      37/80      0.94G     0.9985      1.681     0.6664      1.247         14        640:  53%|█████▎    | 275/519 [02:08<01:25,  2.85it/s]
      37/80      0.94G     0.9985      1.681     0.6664      1.247         14        640:  53%|█████▎    | 276/519 [02:08<01:59,  2.04it/s]
      37/80      0.94G      0.998      1.679     0.6664      1.247          8        640:  53%|█████▎    | 276/519 [02:08<01:59,  2.04it/s]
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      37/80      0.94G     0.9984       1.68     0.6666      1.247         13        640:  53%|█████▎    | 277/519 [02:08<01:37,  2.47it/s]
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      37/80      0.94G     0.9978       1.68     0.6659      1.248         10        640:  54%|█████▎    | 278/519 [02:08<01:24,  2.86it/s]
      37/80      0.94G     0.9978       1.68     0.6659      1.248         10        640:  54%|█████▍    | 279/519 [02:08<01:19,  3.00it/s]
      37/80      0.94G     0.9984      1.682     0.6667      1.248         10        640:  54%|█████▍    | 279/519 [02:09<01:19,  3.00it/s]
      37/80      0.94G     0.9984      1.682     0.6667      1.248         10        640:  54%|█████▍    | 280/519 [02:09<01:36,  2.48it/s]
      37/80      0.94G     0.9975       1.68     0.6657      1.247         10        640:  54%|█████▍    | 280/519 [02:09<01:36,  2.48it/s]
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      37/80      0.94G     0.9972      1.681     0.6654      1.247         12        640:  54%|█████▍    | 281/519 [02:10<01:24,  2.81it/s]
      37/80      0.94G     0.9972      1.681     0.6654      1.247         12        640:  54%|█████▍    | 282/519 [02:10<01:40,  2.36it/s]
      37/80      0.94G     0.9968       1.68     0.6652      1.247         10        640:  54%|█████▍    | 282/519 [02:10<01:40,  2.36it/s]
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      37/80      0.94G      0.997      1.683     0.6653      1.248          8        640:  55%|█████▍    | 283/519 [02:11<01:26,  2.72it/s]
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      37/80      0.94G     0.9959      1.681     0.6645      1.247         11        640:  55%|█████▍    | 284/519 [02:11<01:31,  2.57it/s]
      37/80      0.94G     0.9959      1.681     0.6645      1.247         11        640:  55%|█████▍    | 285/519 [02:11<01:19,  2.93it/s]
      37/80      0.94G     0.9965      1.681     0.6652      1.248         10        640:  55%|█████▍    | 285/519 [02:12<01:19,  2.93it/s]
      37/80      0.94G     0.9965      1.681     0.6652      1.248         10        640:  55%|█████▌    | 286/519 [02:12<01:50,  2.10it/s]
      37/80      0.94G     0.9969      1.684     0.6654      1.248          8        640:  55%|█████▌    | 286/519 [02:12<01:50,  2.10it/s]
      37/80      0.94G     0.9969      1.684     0.6654      1.248          8        640:  55%|█████▌    | 287/519 [02:12<01:34,  2.44it/s]
      37/80      0.94G     0.9976      1.683     0.6662      1.248         11        640:  55%|█████▌    | 287/519 [02:12<01:34,  2.44it/s]
      37/80      0.94G     0.9976      1.683     0.6662      1.248         11        640:  55%|█████▌    | 288/519 [02:12<01:48,  2.13it/s]
      37/80      0.94G     0.9984      1.682      0.667      1.249          8        640:  55%|█████▌    | 288/519 [02:13<01:48,  2.13it/s]
      37/80      0.94G     0.9984      1.682      0.667      1.249          8        640:  56%|█████▌    | 289/519 [02:13<01:37,  2.37it/s]
      37/80      0.94G     0.9985      1.682     0.6666      1.249          9        640:  56%|█████▌    | 289/519 [02:14<01:37,  2.37it/s]
      37/80      0.94G     0.9985      1.682     0.6666      1.249          9        640:  56%|█████▌    | 290/519 [02:14<02:08,  1.79it/s]
      37/80      0.94G     0.9984      1.681     0.6662      1.248          7        640:  56%|█████▌    | 290/519 [02:14<02:08,  1.79it/s]
      37/80      0.94G     0.9984      1.681     0.6662      1.248          7        640:  56%|█████▌    | 291/519 [02:14<01:42,  2.22it/s]
      37/80      0.94G     0.9975       1.68     0.6656      1.248         10        640:  56%|█████▌    | 291/519 [02:14<01:42,  2.22it/s]
      37/80      0.94G     0.9975       1.68     0.6656      1.248         10        640:  56%|█████▋    | 292/519 [02:14<01:29,  2.54it/s]
      37/80      0.94G     0.9968       1.68      0.665      1.247          8        640:  56%|█████▋    | 292/519 [02:14<01:29,  2.54it/s]
      37/80      0.94G     0.9968       1.68      0.665      1.247          8        640:  56%|█████▋    | 293/519 [02:14<01:19,  2.85it/s]
      37/80      0.94G     0.9979      1.681     0.6667      1.248         10        640:  56%|█████▋    | 293/519 [02:15<01:19,  2.85it/s]
      37/80      0.94G     0.9979      1.681     0.6667      1.248         10        640:  57%|█████▋    | 294/519 [02:15<01:56,  1.93it/s]
      37/80      0.94G     0.9972      1.681     0.6675      1.248          9        640:  57%|█████▋    | 294/519 [02:16<01:56,  1.93it/s]
      37/80      0.94G     0.9972      1.681     0.6675      1.248          9        640:  57%|█████▋    | 295/519 [02:16<01:40,  2.24it/s]
      37/80      0.94G     0.9976      1.681     0.6677      1.248          9        640:  57%|█████▋    | 295/519 [02:16<01:40,  2.24it/s]
      37/80      0.94G     0.9976      1.681     0.6677      1.248          9        640:  57%|█████▋    | 296/519 [02:16<01:24,  2.64it/s]
      37/80      0.94G     0.9985      1.681     0.6684      1.248         12        640:  57%|█████▋    | 296/519 [02:16<01:24,  2.64it/s]
      37/80      0.94G     0.9985      1.681     0.6684      1.248         12        640:  57%|█████▋    | 297/519 [02:16<01:15,  2.92it/s]
      37/80      0.94G     0.9988      1.682     0.6682      1.249          9        640:  57%|█████▋    | 297/519 [02:17<01:15,  2.92it/s]
      37/80      0.94G     0.9988      1.682     0.6682      1.249          9        640:  57%|█████▋    | 298/519 [02:17<02:19,  1.59it/s]
      37/80      0.94G     0.9977       1.68     0.6675      1.249          9        640:  57%|█████▋    | 298/519 [02:18<02:19,  1.59it/s]
      37/80      0.94G     0.9977       1.68     0.6675      1.249          9        640:  58%|█████▊    | 299/519 [02:18<01:53,  1.94it/s]
      37/80      0.94G     0.9975      1.679     0.6673      1.249         11        640:  58%|█████▊    | 299/519 [02:18<01:53,  1.94it/s]
      37/80      0.94G     0.9975      1.679     0.6673      1.249         11        640:  58%|█████▊    | 300/519 [02:18<01:35,  2.30it/s]
      37/80      0.94G     0.9982       1.68     0.6681      1.249          8        640:  58%|█████▊    | 300/519 [02:18<01:35,  2.30it/s]
      37/80      0.94G     0.9982       1.68     0.6681      1.249          8        640:  58%|█████▊    | 301/519 [02:18<01:21,  2.66it/s]
      37/80      0.94G     0.9969      1.679     0.6679      1.249          9        640:  58%|█████▊    | 301/519 [02:19<01:21,  2.66it/s]
      37/80      0.94G     0.9969      1.679     0.6679      1.249          9        640:  58%|█████▊    | 302/519 [02:19<02:13,  1.63it/s]
      37/80      0.94G      0.997      1.679     0.6673      1.249         10        640:  58%|█████▊    | 302/519 [02:19<02:13,  1.63it/s]
      37/80      0.94G      0.997      1.679     0.6673      1.249         10        640:  58%|█████▊    | 303/519 [02:19<01:42,  2.11it/s]
      37/80      0.94G     0.9965       1.68     0.6673       1.25          6        640:  58%|█████▊    | 303/519 [02:20<01:42,  2.11it/s]
      37/80      0.94G     0.9965       1.68     0.6673       1.25          6        640:  59%|█████▊    | 304/519 [02:20<01:27,  2.46it/s]
      37/80      0.94G     0.9968       1.68     0.6667       1.25          5        640:  59%|█████▊    | 304/519 [02:20<01:27,  2.46it/s]
      37/80      0.94G     0.9968       1.68     0.6667       1.25          5        640:  59%|█████▉    | 305/519 [02:20<01:20,  2.65it/s]
      37/80      0.94G     0.9959      1.678     0.6659      1.249          8        640:  59%|█████▉    | 305/519 [02:21<01:20,  2.65it/s]
      37/80      0.94G     0.9959      1.678     0.6659      1.249          8        640:  59%|█████▉    | 306/519 [02:21<02:05,  1.70it/s]
      37/80      0.94G     0.9961      1.679     0.6663      1.249         14        640:  59%|█████▉    | 306/519 [02:22<02:05,  1.70it/s]
      37/80      0.94G     0.9961      1.679     0.6663      1.249         14        640:  59%|█████▉    | 307/519 [02:22<02:04,  1.70it/s]
      37/80      0.94G     0.9964      1.679      0.666      1.249         13        640:  59%|█████▉    | 307/519 [02:22<02:04,  1.70it/s]
      37/80      0.94G     0.9964      1.679      0.666      1.249         13        640:  59%|█████▉    | 308/519 [02:22<01:43,  2.03it/s]
      37/80      0.94G     0.9963      1.677     0.6655      1.248         13        640:  59%|█████▉    | 308/519 [02:22<01:43,  2.03it/s]
      37/80      0.94G     0.9963      1.677     0.6655      1.248         13        640:  60%|█████▉    | 309/519 [02:22<01:25,  2.45it/s]
      37/80      0.94G     0.9961      1.676     0.6651      1.249          6        640:  60%|█████▉    | 309/519 [02:23<01:25,  2.45it/s]
      37/80      0.94G     0.9961      1.676     0.6651      1.249          6        640:  60%|█████▉    | 310/519 [02:23<01:47,  1.94it/s]
      37/80      0.94G     0.9967      1.676     0.6654      1.249          9        640:  60%|█████▉    | 310/519 [02:23<01:47,  1.94it/s]
      37/80      0.94G     0.9967      1.676     0.6654      1.249          9        640:  60%|█████▉    | 311/519 [02:23<01:40,  2.07it/s]
      37/80      0.94G     0.9961      1.675      0.665      1.249          6        640:  60%|█████▉    | 311/519 [02:23<01:40,  2.07it/s]
      37/80      0.94G     0.9961      1.675      0.665      1.249          6        640:  60%|██████    | 312/519 [02:23<01:23,  2.47it/s]
      37/80      0.94G     0.9957      1.675     0.6653      1.248         16        640:  60%|██████    | 312/519 [02:24<01:23,  2.47it/s]
      37/80      0.94G     0.9957      1.675     0.6653      1.248         16        640:  60%|██████    | 313/519 [02:24<01:21,  2.53it/s]
      37/80      0.94G      0.996      1.675     0.6652      1.248          8        640:  60%|██████    | 313/519 [02:25<01:21,  2.53it/s]
      37/80      0.94G      0.996      1.675     0.6652      1.248          8        640:  61%|██████    | 314/519 [02:25<01:45,  1.95it/s]
      37/80      0.94G     0.9968      1.675     0.6653      1.249         15        640:  61%|██████    | 314/519 [02:25<01:45,  1.95it/s]
      37/80      0.94G     0.9968      1.675     0.6653      1.249         15        640:  61%|██████    | 315/519 [02:25<01:29,  2.29it/s]
      37/80      0.94G     0.9962      1.674     0.6648      1.248         12        640:  61%|██████    | 315/519 [02:25<01:29,  2.29it/s]
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      37/80      0.94G      0.995      1.672     0.6641      1.247          9        640:  61%|██████    | 316/519 [02:26<01:17,  2.62it/s]
      37/80      0.94G      0.995      1.672     0.6641      1.247          9        640:  61%|██████    | 317/519 [02:26<01:19,  2.54it/s]
      37/80      0.94G     0.9945      1.672     0.6641      1.247          7        640:  61%|██████    | 317/519 [02:26<01:19,  2.54it/s]
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      37/80      0.94G     0.9946      1.671     0.6641      1.247         14        640:  61%|██████▏   | 318/519 [02:26<01:30,  2.21it/s]
      37/80      0.94G     0.9946      1.671     0.6641      1.247         14        640:  61%|██████▏   | 319/519 [02:26<01:23,  2.40it/s]
      37/80      0.94G      0.995      1.671     0.6639      1.247          8        640:  61%|██████▏   | 319/519 [02:27<01:23,  2.40it/s]
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      37/80      0.94G     0.9957      1.671     0.6641      1.247         12        640:  62%|██████▏   | 320/519 [02:28<01:53,  1.75it/s]
      37/80      0.94G     0.9957      1.671     0.6641      1.247         12        640:  62%|██████▏   | 321/519 [02:28<01:37,  2.04it/s]
      37/80      0.94G     0.9961      1.672     0.6641      1.247         12        640:  62%|██████▏   | 321/519 [02:28<01:37,  2.04it/s]
      37/80      0.94G     0.9961      1.672     0.6641      1.247         12        640:  62%|██████▏   | 322/519 [02:28<01:47,  1.83it/s]
      37/80      0.94G     0.9965      1.673     0.6644      1.248          9        640:  62%|██████▏   | 322/519 [02:29<01:47,  1.83it/s]
      37/80      0.94G     0.9965      1.673     0.6644      1.248          9        640:  62%|██████▏   | 323/519 [02:29<01:28,  2.22it/s]
      37/80      0.94G     0.9982      1.675     0.6654      1.248         10        640:  62%|██████▏   | 323/519 [02:29<01:28,  2.22it/s]
      37/80      0.94G     0.9982      1.675     0.6654      1.248         10        640:  62%|██████▏   | 324/519 [02:29<01:38,  1.97it/s]
      37/80      0.94G     0.9982      1.676     0.6656      1.249          6        640:  62%|██████▏   | 324/519 [02:30<01:38,  1.97it/s]
      37/80      0.94G     0.9982      1.676     0.6656      1.249          6        640:  63%|██████▎   | 325/519 [02:30<01:24,  2.30it/s]
      37/80      0.94G     0.9985      1.676     0.6659      1.249          6        640:  63%|██████▎   | 325/519 [02:31<01:24,  2.30it/s]
      37/80      0.94G     0.9985      1.676     0.6659      1.249          6        640:  63%|██████▎   | 326/519 [02:31<02:48,  1.14it/s]
      37/80      0.94G     0.9984      1.679     0.6655      1.249         13        640:  63%|██████▎   | 326/519 [02:32<02:48,  1.14it/s]
      37/80      0.94G     0.9984      1.679     0.6655      1.249         13        640:  63%|██████▎   | 327/519 [02:32<02:08,  1.49it/s]
      37/80      0.94G     0.9981      1.678     0.6648      1.248          5        640:  63%|██████▎   | 327/519 [02:32<02:08,  1.49it/s]
      37/80      0.94G     0.9981      1.678     0.6648      1.248          5        640:  63%|██████▎   | 328/519 [02:32<01:39,  1.92it/s]
      37/80      0.94G     0.9978      1.677     0.6645      1.248          7        640:  63%|██████▎   | 328/519 [02:32<01:39,  1.92it/s]
      37/80      0.94G     0.9978      1.677     0.6645      1.248          7        640:  63%|██████▎   | 329/519 [02:32<01:24,  2.24it/s]
      37/80      0.94G      0.997      1.676     0.6639      1.247         14        640:  63%|██████▎   | 329/519 [02:33<01:24,  2.24it/s]
      37/80      0.94G      0.997      1.676     0.6639      1.247         14        640:  64%|██████▎   | 330/519 [02:33<01:49,  1.73it/s]
      37/80      0.94G     0.9976      1.676     0.6646      1.247         10        640:  64%|██████▎   | 330/519 [02:33<01:49,  1.73it/s]
      37/80      0.94G     0.9976      1.676     0.6646      1.247         10        640:  64%|██████▍   | 331/519 [02:33<01:29,  2.10it/s]
      37/80      0.94G     0.9981      1.675     0.6645      1.247          8        640:  64%|██████▍   | 331/519 [02:33<01:29,  2.10it/s]
      37/80      0.94G     0.9981      1.675     0.6645      1.247          8        640:  64%|██████▍   | 332/519 [02:33<01:14,  2.50it/s]
      37/80      0.94G     0.9989      1.675     0.6646      1.248          9        640:  64%|██████▍   | 332/519 [02:34<01:14,  2.50it/s]
      37/80      0.94G     0.9989      1.675     0.6646      1.248          9        640:  64%|██████▍   | 333/519 [02:34<01:04,  2.87it/s]
      37/80      0.94G      0.998      1.676     0.6644      1.248         11        640:  64%|██████▍   | 333/519 [02:35<01:04,  2.87it/s]
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      37/80      0.94G     0.9977      1.676     0.6644      1.248         16        640:  64%|██████▍   | 334/519 [02:35<02:08,  1.44it/s]
      37/80      0.94G     0.9977      1.676     0.6644      1.248         16        640:  65%|██████▍   | 335/519 [02:35<01:38,  1.87it/s]
      37/80      0.94G      0.998      1.678     0.6646      1.248         14        640:  65%|██████▍   | 335/519 [02:35<01:38,  1.87it/s]
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      37/80      0.94G     0.9977      1.678     0.6643      1.248         12        640:  65%|██████▍   | 336/519 [02:36<01:19,  2.31it/s]
      37/80      0.94G     0.9977      1.678     0.6643      1.248         12        640:  65%|██████▍   | 337/519 [02:36<01:14,  2.45it/s]
      37/80      0.94G     0.9981      1.679     0.6645      1.248         14        640:  65%|██████▍   | 337/519 [02:36<01:14,  2.45it/s]
      37/80      0.94G     0.9981      1.679     0.6645      1.248         14        640:  65%|██████▌   | 338/519 [02:36<01:27,  2.08it/s]
      37/80      0.94G     0.9975      1.678     0.6645      1.247          8        640:  65%|██████▌   | 338/519 [02:37<01:27,  2.08it/s]
      37/80      0.94G     0.9975      1.678     0.6645      1.247          8        640:  65%|██████▌   | 339/519 [02:37<01:13,  2.44it/s]
      37/80      0.94G     0.9974      1.676     0.6639      1.247          9        640:  65%|██████▌   | 339/519 [02:37<01:13,  2.44it/s]
      37/80      0.94G     0.9974      1.676     0.6639      1.247          9        640:  66%|██████▌   | 340/519 [02:37<01:02,  2.88it/s]
      37/80      0.94G     0.9976      1.676     0.6634      1.247          7        640:  66%|██████▌   | 340/519 [02:37<01:02,  2.88it/s]
      37/80      0.94G     0.9976      1.676     0.6634      1.247          7        640:  66%|██████▌   | 341/519 [02:37<00:56,  3.17it/s]
      37/80      0.94G     0.9977      1.676     0.6631      1.246         12        640:  66%|██████▌   | 341/519 [02:38<00:56,  3.17it/s]
      37/80      0.94G     0.9977      1.676     0.6631      1.246         12        640:  66%|██████▌   | 342/519 [02:38<01:15,  2.35it/s]
      37/80      0.94G     0.9978      1.676     0.6629      1.247          9        640:  66%|██████▌   | 342/519 [02:38<01:15,  2.35it/s]
      37/80      0.94G     0.9978      1.676     0.6629      1.247          9        640:  66%|██████▌   | 343/519 [02:38<01:04,  2.74it/s]
      37/80      0.94G     0.9983      1.677     0.6631      1.247          7        640:  66%|██████▌   | 343/519 [02:38<01:04,  2.74it/s]
      37/80      0.94G     0.9983      1.677     0.6631      1.247          7        640:  66%|██████▋   | 344/519 [02:38<00:56,  3.09it/s]
      37/80      0.94G     0.9983      1.677     0.6631      1.247         10        640:  66%|██████▋   | 344/519 [02:39<00:56,  3.09it/s]
      37/80      0.94G     0.9983      1.677     0.6631      1.247         10        640:  66%|██████▋   | 345/519 [02:39<00:53,  3.25it/s]
      37/80      0.94G      0.998      1.676     0.6632      1.247         10        640:  66%|██████▋   | 345/519 [02:40<00:53,  3.25it/s]
      37/80      0.94G      0.998      1.676     0.6632      1.247         10        640:  67%|██████▋   | 346/519 [02:40<01:41,  1.71it/s]
      37/80      0.94G     0.9977      1.675      0.663      1.247         12        640:  67%|██████▋   | 346/519 [02:40<01:41,  1.71it/s]
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      37/80      0.94G     0.9977      1.676     0.6631      1.247         13        640:  67%|██████▋   | 348/519 [02:40<01:08,  2.49it/s]
      37/80      0.94G     0.9966      1.675     0.6622      1.246          8        640:  67%|██████▋   | 348/519 [02:41<01:08,  2.49it/s]
      37/80      0.94G     0.9966      1.675     0.6622      1.246          8        640:  67%|██████▋   | 349/519 [02:41<01:01,  2.75it/s]
      37/80      0.94G     0.9965      1.674     0.6617      1.246          5        640:  67%|██████▋   | 349/519 [02:42<01:01,  2.75it/s]
      37/80      0.94G     0.9965      1.674     0.6617      1.246          5        640:  67%|██████▋   | 350/519 [02:42<01:32,  1.83it/s]
      37/80      0.94G     0.9962      1.674     0.6615      1.247         10        640:  67%|██████▋   | 350/519 [02:42<01:32,  1.83it/s]
      37/80      0.94G     0.9962      1.674     0.6615      1.247         10        640:  68%|██████▊   | 351/519 [02:42<01:15,  2.22it/s]
      37/80      0.94G     0.9957      1.673     0.6611      1.246          6        640:  68%|██████▊   | 351/519 [02:42<01:15,  2.22it/s]
      37/80      0.94G     0.9957      1.673     0.6611      1.246          6        640:  68%|██████▊   | 352/519 [02:42<01:05,  2.57it/s]
      37/80      0.94G     0.9955      1.672     0.6614      1.246          8        640:  68%|██████▊   | 352/519 [02:42<01:05,  2.57it/s]
      37/80      0.94G     0.9955      1.672     0.6614      1.246          8        640:  68%|██████▊   | 353/519 [02:42<00:57,  2.87it/s]
      37/80      0.94G     0.9964      1.674     0.6632      1.247         11        640:  68%|██████▊   | 353/519 [02:43<00:57,  2.87it/s]
      37/80      0.94G     0.9964      1.674     0.6632      1.247         11        640:  68%|██████▊   | 354/519 [02:43<01:24,  1.95it/s]
      37/80      0.94G     0.9973      1.676     0.6634      1.247         11        640:  68%|██████▊   | 354/519 [02:44<01:24,  1.95it/s]
      37/80      0.94G     0.9973      1.676     0.6634      1.247         11        640:  68%|██████▊   | 355/519 [02:44<01:24,  1.94it/s]
      37/80      0.94G     0.9971      1.677     0.6634      1.247          9        640:  68%|██████▊   | 355/519 [02:44<01:24,  1.94it/s]
      37/80      0.94G     0.9971      1.677     0.6634      1.247          9        640:  69%|██████▊   | 356/519 [02:44<01:09,  2.34it/s]
      37/80      0.94G     0.9968      1.678     0.6634      1.248          6        640:  69%|██████▊   | 356/519 [02:44<01:09,  2.34it/s]
      37/80      0.94G     0.9968      1.678     0.6634      1.248          6        640:  69%|██████▉   | 357/519 [02:44<01:00,  2.68it/s]
      37/80      0.94G     0.9969      1.678     0.6637      1.247         12        640:  69%|██████▉   | 357/519 [02:45<01:00,  2.68it/s]
      37/80      0.94G     0.9969      1.678     0.6637      1.247         12        640:  69%|██████▉   | 358/519 [02:45<01:14,  2.16it/s]
      37/80      0.94G     0.9984      1.679     0.6641      1.248         13        640:  69%|██████▉   | 358/519 [02:45<01:14,  2.16it/s]
      37/80      0.94G     0.9984      1.679     0.6641      1.248         13        640:  69%|██████▉   | 359/519 [02:45<01:14,  2.14it/s]
      37/80      0.94G     0.9986       1.68     0.6641      1.248          8        640:  69%|██████▉   | 359/519 [02:46<01:14,  2.14it/s]
      37/80      0.94G     0.9986       1.68     0.6641      1.248          8        640:  69%|██████▉   | 360/519 [02:46<01:02,  2.53it/s]
      37/80      0.94G     0.9994      1.681     0.6647      1.249         12        640:  69%|██████▉   | 360/519 [02:46<01:02,  2.53it/s]
      37/80      0.94G     0.9994      1.681     0.6647      1.249         12        640:  70%|██████▉   | 361/519 [02:46<00:53,  2.93it/s]
      37/80      0.94G          1      1.681     0.6651       1.25          8        640:  70%|██████▉   | 361/519 [02:46<00:53,  2.93it/s]
      37/80      0.94G          1      1.681     0.6651       1.25          8        640:  70%|██████▉   | 362/519 [02:46<01:07,  2.32it/s]
      37/80      0.94G     0.9998       1.68     0.6644      1.249         12        640:  70%|██████▉   | 362/519 [02:47<01:07,  2.32it/s]
      37/80      0.94G     0.9998       1.68     0.6644      1.249         12        640:  70%|██████▉   | 363/519 [02:47<01:30,  1.73it/s]
      37/80      0.94G     0.9996       1.68     0.6643      1.249         11        640:  70%|██████▉   | 363/519 [02:48<01:30,  1.73it/s]
      37/80      0.94G     0.9996       1.68     0.6643      1.249         11        640:  70%|███████   | 364/519 [02:48<01:14,  2.08it/s]
      37/80      0.94G     0.9995       1.68     0.6642      1.249         12        640:  70%|███████   | 364/519 [02:48<01:14,  2.08it/s]
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      37/80      0.94G      1.001       1.68     0.6643       1.25          5        640:  70%|███████   | 365/519 [02:49<01:00,  2.53it/s]
      37/80      0.94G      1.001       1.68     0.6643       1.25          5        640:  71%|███████   | 366/519 [02:49<01:23,  1.82it/s]
      37/80      0.94G      1.001      1.681     0.6641      1.251         11        640:  71%|███████   | 366/519 [02:49<01:23,  1.82it/s]
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      37/80      0.94G      1.001      1.681     0.6639      1.251          7        640:  71%|███████   | 367/519 [02:50<01:26,  1.75it/s]
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      37/80      0.94G      1.001       1.68     0.6635      1.251          6        640:  71%|███████   | 368/519 [02:50<01:10,  2.13it/s]
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      37/80      0.94G      1.001      1.679     0.6634      1.251         10        640:  71%|███████   | 369/519 [02:51<01:02,  2.42it/s]
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      37/80      0.94G      1.001      1.679     0.6633      1.251         10        640:  71%|███████▏  | 371/519 [02:51<01:31,  1.62it/s]
      37/80      0.94G      1.002      1.678     0.6634      1.252          9        640:  71%|███████▏  | 371/519 [02:52<01:31,  1.62it/s]
      37/80      0.94G      1.002      1.678     0.6634      1.252          9        640:  72%|███████▏  | 372/519 [02:52<01:14,  1.97it/s]
      37/80      0.94G      1.001      1.678     0.6632      1.252         11        640:  72%|███████▏  | 372/519 [02:52<01:14,  1.97it/s]
      37/80      0.94G      1.001      1.678     0.6632      1.252         11        640:  72%|███████▏  | 373/519 [02:52<01:02,  2.32it/s]
      37/80      0.94G      1.001      1.677     0.6632      1.251         10        640:  72%|███████▏  | 373/519 [02:53<01:02,  2.32it/s]
      37/80      0.94G      1.001      1.677     0.6632      1.251         10        640:  72%|███████▏  | 374/519 [02:53<01:30,  1.60it/s]
      37/80      0.94G          1      1.676     0.6627      1.251         13        640:  72%|███████▏  | 374/519 [02:53<01:30,  1.60it/s]
      37/80      0.94G          1      1.676     0.6627      1.251         13        640:  72%|███████▏  | 375/519 [02:53<01:20,  1.79it/s]
      37/80      0.94G          1      1.676     0.6626       1.25         13        640:  72%|███████▏  | 375/519 [02:54<01:20,  1.79it/s]
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      37/80      0.94G     0.9998      1.676     0.6625       1.25         11        640:  72%|███████▏  | 376/519 [02:54<01:07,  2.13it/s]
      37/80      0.94G     0.9998      1.676     0.6625       1.25         11        640:  73%|███████▎  | 377/519 [02:54<00:56,  2.53it/s]
      37/80      0.94G     0.9998      1.676     0.6631       1.25          8        640:  73%|███████▎  | 377/519 [02:55<00:56,  2.53it/s]
      37/80      0.94G     0.9998      1.676     0.6631       1.25          8        640:  73%|███████▎  | 378/519 [02:55<01:14,  1.89it/s]
      37/80      0.94G     0.9995      1.675     0.6627       1.25         10        640:  73%|███████▎  | 378/519 [02:55<01:14,  1.89it/s]
      37/80      0.94G     0.9995      1.675     0.6627       1.25         10        640:  73%|███████▎  | 379/519 [02:55<01:20,  1.74it/s]
      37/80      0.94G     0.9991      1.674     0.6623       1.25          9        640:  73%|███████▎  | 379/519 [02:56<01:20,  1.74it/s]
      37/80      0.94G     0.9991      1.674     0.6623       1.25          9        640:  73%|███████▎  | 380/519 [02:56<01:08,  2.02it/s]
      37/80      0.94G     0.9993      1.673     0.6633       1.25         12        640:  73%|███████▎  | 380/519 [02:56<01:08,  2.02it/s]
      37/80      0.94G     0.9993      1.673     0.6633       1.25         12        640:  73%|███████▎  | 381/519 [02:56<00:58,  2.36it/s]
      37/80      0.94G          1      1.673     0.6631      1.251          8        640:  73%|███████▎  | 381/519 [02:57<00:58,  2.36it/s]
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      37/80      0.94G      1.001      1.672     0.6629      1.252         10        640:  74%|███████▍  | 383/519 [02:57<01:05,  2.07it/s]
      37/80      0.94G      1.001      1.672     0.6629      1.252         10        640:  74%|███████▍  | 384/519 [02:57<00:56,  2.41it/s]
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      37/80      0.94G      1.001      1.672     0.6632      1.252          9        640:  74%|███████▍  | 385/519 [02:58<00:52,  2.55it/s]
      37/80      0.94G      1.001      1.671     0.6629      1.251         13        640:  74%|███████▍  | 385/519 [02:59<00:52,  2.55it/s]
      37/80      0.94G      1.001      1.671     0.6629      1.251         13        640:  74%|███████▍  | 386/519 [02:59<01:08,  1.94it/s]
      37/80      0.94G      1.001       1.67     0.6627      1.251         16        640:  74%|███████▍  | 386/519 [02:59<01:08,  1.94it/s]
      37/80      0.94G      1.001       1.67     0.6627      1.251         16        640:  75%|███████▍  | 387/519 [02:59<01:15,  1.74it/s]
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      37/80      0.94G      1.001      1.674     0.6626      1.252          9        640:  75%|███████▌  | 390/519 [03:00<01:03,  2.03it/s]
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      37/80      0.94G      1.001      1.674     0.6624      1.252          7        640:  75%|███████▌  | 391/519 [03:01<01:07,  1.88it/s]
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      37/80      0.94G      1.003      1.678     0.6639      1.253          6        640:  76%|███████▌  | 393/519 [03:01<00:47,  2.68it/s]
      37/80      0.94G      1.003      1.678     0.6641      1.253         10        640:  76%|███████▌  | 393/519 [03:02<00:47,  2.68it/s]
      37/80      0.94G      1.003      1.678     0.6641      1.253         10        640:  76%|███████▌  | 394/519 [03:02<00:43,  2.89it/s]
      37/80      0.94G      1.002      1.677     0.6635      1.253          9        640:  76%|███████▌  | 394/519 [03:03<00:43,  2.89it/s]
      37/80      0.94G      1.002      1.677     0.6635      1.253          9        640:  76%|███████▌  | 395/519 [03:03<01:01,  2.01it/s]
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      37/80      0.94G      1.004      1.676     0.6645      1.253          9        640:  78%|███████▊  | 405/519 [03:07<00:38,  2.99it/s]
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      37/80      0.94G      1.004      1.675     0.6655      1.254          9        640:  79%|███████▊  | 408/519 [03:09<00:59,  1.86it/s]
      37/80      0.94G      1.004      1.676     0.6654      1.254          9        640:  79%|███████▊  | 408/519 [03:09<00:59,  1.86it/s]
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      37/80      0.94G      1.004      1.676     0.6658      1.254          9        640:  79%|███████▉  | 410/519 [03:10<01:00,  1.79it/s]
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      37/80      0.94G          1       1.67     0.6639      1.251         10        640:  86%|████████▌ | 447/519 [03:27<00:43,  1.67it/s]
      37/80      0.94G          1      1.668     0.6633      1.251          9        640:  86%|████████▌ | 447/519 [03:27<00:43,  1.67it/s]
      37/80      0.94G          1      1.668     0.6633      1.251          9        640:  86%|████████▋ | 448/519 [03:27<00:34,  2.04it/s]
      37/80      0.94G     0.9996      1.667     0.6629      1.251         10        640:  86%|████████▋ | 448/519 [03:28<00:34,  2.04it/s]
      37/80      0.94G     0.9996      1.667     0.6629      1.251         10        640:  87%|████████▋ | 449/519 [03:28<00:30,  2.28it/s]
      37/80      0.94G     0.9995      1.666     0.6627      1.251         10        640:  87%|████████▋ | 449/519 [03:28<00:30,  2.28it/s]
      37/80      0.94G     0.9995      1.666     0.6627      1.251         10        640:  87%|████████▋ | 450/519 [03:28<00:26,  2.58it/s]
      37/80      0.94G          1      1.667     0.6634      1.251          6        640:  87%|████████▋ | 450/519 [03:30<00:26,  2.58it/s]
      37/80      0.94G          1      1.667     0.6634      1.251          6        640:  87%|████████▋ | 451/519 [03:30<00:49,  1.37it/s]
      37/80      0.94G      1.001      1.668     0.6633      1.252          8        640:  87%|████████▋ | 451/519 [03:30<00:49,  1.37it/s]
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      37/80      0.94G      1.001      1.669      0.663      1.251         11        640:  87%|████████▋ | 453/519 [03:30<00:31,  2.08it/s]
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      37/80      0.94G          1      1.668     0.6627      1.251          8        640:  87%|████████▋ | 454/519 [03:31<00:27,  2.37it/s]
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      37/80      0.94G     0.9999      1.668     0.6626      1.251         13        640:  88%|████████▊ | 455/519 [03:32<00:40,  1.57it/s]
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      37/80      0.94G          1       1.67     0.6629      1.251          6        640:  88%|████████▊ | 458/519 [03:34<00:22,  2.76it/s]
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      37/80      0.94G      1.002      1.672     0.6637      1.253          8        640:  89%|████████▊ | 460/519 [03:34<00:32,  1.80it/s]
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      37/80      0.94G      1.001       1.67     0.6642      1.252         11        640:  90%|████████▉ | 465/519 [03:36<00:25,  2.13it/s]
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      37/80      0.94G     0.9996      1.667     0.6649      1.251         12        640:  91%|█████████ | 471/519 [03:39<00:20,  2.35it/s]
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      37/80      0.94G     0.9993      1.666     0.6647      1.251         12        640:  91%|█████████ | 473/519 [03:39<00:14,  3.13it/s]
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      37/80      0.94G      0.999      1.666     0.6643      1.251         10        640:  91%|█████████▏| 474/519 [03:40<00:13,  3.24it/s]
      37/80      0.94G      0.999      1.666     0.6643      1.251         10        640:  92%|█████████▏| 475/519 [03:40<00:17,  2.56it/s]
      37/80      0.94G     0.9993      1.667     0.6646      1.251         12        640:  92%|█████████▏| 475/519 [03:40<00:17,  2.56it/s]
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      37/80      0.94G     0.9991      1.666     0.6647      1.251         12        640:  92%|█████████▏| 477/519 [03:40<00:13,  3.17it/s]
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      37/80      0.94G     0.9988      1.666     0.6645       1.25         10        640:  92%|█████████▏| 478/519 [03:41<00:11,  3.45it/s]
      37/80      0.94G     0.9987      1.666     0.6645       1.25         13        640:  92%|█████████▏| 478/519 [03:42<00:11,  3.45it/s]
      37/80      0.94G     0.9987      1.666     0.6645       1.25         13        640:  92%|█████████▏| 479/519 [03:42<00:22,  1.74it/s]
      37/80      0.94G      0.998      1.666     0.6643       1.25         13        640:  92%|█████████▏| 479/519 [03:42<00:22,  1.74it/s]
      37/80      0.94G      0.998      1.666     0.6643       1.25         13        640:  92%|█████████▏| 480/519 [03:42<00:18,  2.10it/s]
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      37/80      0.94G     0.9975      1.666      0.664       1.25         11        640:  93%|█████████▎| 481/519 [03:42<00:16,  2.36it/s]
      37/80      0.94G     0.9976      1.666      0.664       1.25         12        640:  93%|█████████▎| 481/519 [03:43<00:16,  2.36it/s]
      37/80      0.94G     0.9976      1.666      0.664       1.25         12        640:  93%|█████████▎| 482/519 [03:43<00:14,  2.63it/s]
      37/80      0.94G     0.9971      1.665     0.6638      1.249         11        640:  93%|█████████▎| 482/519 [03:44<00:14,  2.63it/s]
      37/80      0.94G     0.9971      1.665     0.6638      1.249         11        640:  93%|█████████▎| 483/519 [03:44<00:23,  1.56it/s]
      37/80      0.94G     0.9971      1.666     0.6638       1.25          9        640:  93%|█████████▎| 483/519 [03:44<00:23,  1.56it/s]
      37/80      0.94G     0.9971      1.666     0.6638       1.25          9        640:  93%|█████████▎| 484/519 [03:44<00:17,  2.01it/s]
      37/80      0.94G      0.997      1.665     0.6637      1.249         11        640:  93%|█████████▎| 484/519 [03:44<00:17,  2.01it/s]
      37/80      0.94G      0.997      1.665     0.6637      1.249         11        640:  93%|█████████▎| 485/519 [03:44<00:14,  2.37it/s]
      37/80      0.94G     0.9979      1.665     0.6636       1.25          8        640:  93%|█████████▎| 485/519 [03:45<00:14,  2.37it/s]
      37/80      0.94G     0.9979      1.665     0.6636       1.25          8        640:  94%|█████████▎| 486/519 [03:45<00:12,  2.70it/s]
      37/80      0.94G     0.9978      1.665     0.6634       1.25         13        640:  94%|█████████▎| 486/519 [03:45<00:12,  2.70it/s]
      37/80      0.94G     0.9978      1.665     0.6634       1.25         13        640:  94%|█████████▍| 487/519 [03:45<00:15,  2.02it/s]
      37/80      0.94G      0.998      1.665     0.6647       1.25         10        640:  94%|█████████▍| 487/519 [03:46<00:15,  2.02it/s]
      37/80      0.94G      0.998      1.665     0.6647       1.25         10        640:  94%|█████████▍| 488/519 [03:46<00:12,  2.41it/s]
      37/80      0.94G     0.9978      1.665     0.6646      1.249         15        640:  94%|█████████▍| 488/519 [03:46<00:12,  2.41it/s]
      37/80      0.94G     0.9978      1.665     0.6646      1.249         15        640:  94%|█████████▍| 489/519 [03:46<00:10,  2.84it/s]
      37/80      0.94G     0.9976      1.665     0.6645      1.249         10        640:  94%|█████████▍| 489/519 [03:46<00:10,  2.84it/s]
      37/80      0.94G     0.9976      1.665     0.6645      1.249         10        640:  94%|█████████▍| 490/519 [03:46<00:09,  3.06it/s]
      37/80      0.94G     0.9973      1.664      0.664       1.25          7        640:  94%|█████████▍| 490/519 [03:47<00:09,  3.06it/s]
      37/80      0.94G     0.9973      1.664      0.664       1.25          7        640:  95%|█████████▍| 491/519 [03:47<00:14,  1.92it/s]
      37/80      0.94G     0.9975      1.664     0.6637       1.25         11        640:  95%|█████████▍| 491/519 [03:47<00:14,  1.92it/s]
      37/80      0.94G     0.9975      1.664     0.6637       1.25         11        640:  95%|█████████▍| 492/519 [03:47<00:11,  2.31it/s]
      37/80      0.94G     0.9973      1.664     0.6637      1.249         12        640:  95%|█████████▍| 492/519 [03:48<00:11,  2.31it/s]
      37/80      0.94G     0.9973      1.664     0.6637      1.249         12        640:  95%|█████████▍| 493/519 [03:48<00:09,  2.61it/s]
      37/80      0.94G     0.9969      1.663     0.6638      1.249         12        640:  95%|█████████▍| 493/519 [03:48<00:09,  2.61it/s]
      37/80      0.94G     0.9969      1.663     0.6638      1.249         12        640:  95%|█████████▌| 494/519 [03:48<00:08,  2.97it/s]
      37/80      0.94G     0.9978      1.665     0.6641       1.25          8        640:  95%|█████████▌| 494/519 [03:49<00:08,  2.97it/s]
      37/80      0.94G     0.9978      1.665     0.6641       1.25          8        640:  95%|█████████▌| 495/519 [03:49<00:14,  1.69it/s]
      37/80      0.94G     0.9979      1.665     0.6644       1.25         13        640:  95%|█████████▌| 495/519 [03:49<00:14,  1.69it/s]
      37/80      0.94G     0.9979      1.665     0.6644       1.25         13        640:  96%|█████████▌| 496/519 [03:49<00:10,  2.10it/s]
      37/80      0.94G      0.998      1.665     0.6642       1.25          8        640:  96%|█████████▌| 496/519 [03:50<00:10,  2.10it/s]
      37/80      0.94G      0.998      1.665     0.6642       1.25          8        640:  96%|█████████▌| 497/519 [03:50<00:09,  2.24it/s]
      37/80      0.94G     0.9979      1.665     0.6645       1.25         11        640:  96%|█████████▌| 497/519 [03:50<00:09,  2.24it/s]
      37/80      0.94G     0.9979      1.665     0.6645       1.25         11        640:  96%|█████████▌| 498/519 [03:50<00:08,  2.61it/s]
      37/80      0.94G     0.9971      1.664     0.6639      1.249          8        640:  96%|█████████▌| 498/519 [03:51<00:08,  2.61it/s]
      37/80      0.94G     0.9971      1.664     0.6639      1.249          8        640:  96%|█████████▌| 499/519 [03:51<00:10,  1.83it/s]
      37/80      0.94G     0.9972      1.665     0.6642       1.25          8        640:  96%|█████████▌| 499/519 [03:51<00:10,  1.83it/s]
      37/80      0.94G     0.9972      1.665     0.6642       1.25          8        640:  96%|█████████▋| 500/519 [03:51<00:08,  2.20it/s]
      37/80      0.94G     0.9973      1.666     0.6642       1.25         14        640:  96%|█████████▋| 500/519 [03:51<00:08,  2.20it/s]
      37/80      0.94G     0.9973      1.666     0.6642       1.25         14        640:  97%|█████████▋| 501/519 [03:51<00:06,  2.64it/s]
      37/80      0.94G     0.9965      1.666     0.6641       1.25         13        640:  97%|█████████▋| 501/519 [03:51<00:06,  2.64it/s]
      37/80      0.94G     0.9965      1.666     0.6641       1.25         13        640:  97%|█████████▋| 502/519 [03:51<00:05,  3.02it/s]
      37/80      0.94G     0.9965      1.665     0.6639      1.249         15        640:  97%|█████████▋| 502/519 [03:53<00:05,  3.02it/s]
      37/80      0.94G     0.9965      1.665     0.6639      1.249         15        640:  97%|█████████▋| 503/519 [03:53<00:09,  1.62it/s]
      37/80      0.94G     0.9967      1.666     0.6641      1.249         11        640:  97%|█████████▋| 503/519 [03:53<00:09,  1.62it/s]
      37/80      0.94G     0.9967      1.666     0.6641      1.249         11        640:  97%|█████████▋| 504/519 [03:53<00:07,  2.02it/s]
      37/80      0.94G     0.9967      1.666     0.6642      1.249         11        640:  97%|█████████▋| 504/519 [03:53<00:07,  2.02it/s]
      37/80      0.94G     0.9967      1.666     0.6642      1.249         11        640:  97%|█████████▋| 505/519 [03:53<00:05,  2.52it/s]
      37/80      0.94G     0.9967      1.666     0.6643      1.249         11        640:  97%|█████████▋| 505/519 [03:53<00:05,  2.52it/s]
      37/80      0.94G     0.9967      1.666     0.6643      1.249         11        640:  97%|█████████▋| 506/519 [03:53<00:04,  2.84it/s]
      37/80      0.94G     0.9969      1.666     0.6645       1.25          8        640:  97%|█████████▋| 506/519 [03:54<00:04,  2.84it/s]
      37/80      0.94G     0.9969      1.666     0.6645       1.25          8        640:  98%|█████████▊| 507/519 [03:54<00:06,  1.72it/s]
      37/80      0.94G     0.9966      1.666     0.6642       1.25          8        640:  98%|█████████▊| 507/519 [03:55<00:06,  1.72it/s]
      37/80      0.94G     0.9966      1.666     0.6642       1.25          8        640:  98%|█████████▊| 508/519 [03:55<00:05,  2.13it/s]
      37/80      0.94G     0.9965      1.666     0.6641       1.25         12        640:  98%|█████████▊| 508/519 [03:55<00:05,  2.13it/s]
      37/80      0.94G     0.9965      1.666     0.6641       1.25         12        640:  98%|█████████▊| 509/519 [03:55<00:04,  2.45it/s]
      37/80      0.94G     0.9962      1.665     0.6641       1.25         11        640:  98%|█████████▊| 509/519 [03:55<00:04,  2.45it/s]
      37/80      0.94G     0.9962      1.665     0.6641       1.25         11        640:  98%|█████████▊| 510/519 [03:55<00:03,  2.91it/s]
      37/80      0.94G     0.9961      1.664     0.6642      1.249         10        640:  98%|█████████▊| 510/519 [03:56<00:03,  2.91it/s]
      37/80      0.94G     0.9961      1.664     0.6642      1.249         10        640:  98%|█████████▊| 511/519 [03:56<00:04,  1.67it/s]
      37/80      0.94G     0.9961      1.664      0.665      1.249         10        640:  98%|█████████▊| 511/519 [03:56<00:04,  1.67it/s]
      37/80      0.94G     0.9961      1.664      0.665      1.249         10        640:  99%|█████████▊| 512/519 [03:56<00:03,  2.14it/s]
      37/80      0.94G     0.9964      1.665     0.6655      1.249          9        640:  99%|█████████▊| 512/519 [03:57<00:03,  2.14it/s]
      37/80      0.94G     0.9964      1.665     0.6655      1.249          9        640:  99%|█████████▉| 513/519 [03:57<00:02,  2.48it/s]
      37/80      0.94G     0.9964      1.664     0.6652      1.249         10        640:  99%|█████████▉| 513/519 [03:57<00:02,  2.48it/s]
      37/80      0.94G     0.9964      1.664     0.6652      1.249         10        640:  99%|█████████▉| 514/519 [03:57<00:01,  2.82it/s]
      37/80      0.94G     0.9964      1.665     0.6651      1.249         14        640:  99%|█████████▉| 514/519 [03:57<00:01,  2.82it/s]
      37/80      0.94G     0.9964      1.665     0.6651      1.249         14        640:  99%|█████████▉| 515/519 [03:57<00:01,  2.70it/s]
      37/80      0.94G     0.9961      1.664     0.6651      1.249          7        640:  99%|█████████▉| 515/519 [03:57<00:01,  2.70it/s]
      37/80      0.94G     0.9961      1.664     0.6651      1.249          7        640:  99%|█████████▉| 516/519 [03:57<00:00,  3.37it/s]
      37/80      0.94G     0.9965      1.664     0.6653      1.249          5        640:  99%|█████████▉| 516/519 [03:58<00:00,  3.37it/s]
      37/80      0.94G     0.9965      1.664     0.6653      1.249          5        640: 100%|█████████▉| 517/519 [03:58<00:00,  4.13it/s]
      37/80      0.94G      0.997      1.664     0.6655       1.25          6        640: 100%|█████████▉| 517/519 [03:58<00:00,  4.13it/s]
      37/80      0.94G     0.9964      1.663     0.6654       1.25         10        640: 100%|█████████▉| 517/519 [03:58<00:00,  4.13it/s]
      37/80      0.94G     0.9964      1.663     0.6654       1.25         10        640: 100%|██████████| 519/519 [03:58<00:00,  4.95it/s]
      37/80      0.94G     0.9964      1.663     0.6654       1.25         10        640: 100%|██████████| 519/519 [03:58<00:00,  2.18it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<07:08,  6.69s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:07<03:08,  3.00s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:51,  1.79s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:17,  1.27s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<00:58,  1.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:09<00:51,  1.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:43,  1.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:10<00:38,  1.47it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:31,  1.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:25,  2.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:11<00:25,  2.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:24,  2.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:24,  2.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:24,  2.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:14<00:24,  1.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:23,  1.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:15<00:23,  1.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:25,  1.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:17<00:26,  1.62it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:21,  1.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:18<00:18,  2.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:19<00:06,  5.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:19<00:05,  6.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:04,  7.42it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  7.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:03,  7.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:03,  7.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:20<00:04,  5.62it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:20<00:04,  6.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:04,  5.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:04,  5.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  5.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  5.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:21<00:03,  6.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:21<00:03,  6.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  5.88it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.08it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.46it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:22<00:02,  6.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:22<00:01,  7.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:22<00:01,  8.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:00,  9.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:23<00:00,  9.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:23<00:00,  9.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.74it/s]
-                   all        519        519      0.969      0.949      0.983      0.739      0.966      0.956      0.985      0.716
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
      38/80      0.94G     0.8366      1.526     0.4094      1.155         11        640:   0%|          | 0/519 [00:02<?, ?it/s]
      38/80      0.94G     0.8366      1.526     0.4094      1.155         11        640:   0%|          | 1/519 [00:02<21:10,  2.45s/it]
      38/80      0.94G     0.8298      1.504     0.5706      1.145          7        640:   0%|          | 1/519 [00:02<21:10,  2.45s/it]
      38/80      0.94G     0.8298      1.504     0.5706      1.145          7        640:   0%|          | 2/519 [00:02<09:51,  1.14s/it]
      38/80      0.94G     0.9139      1.678      0.668      1.195         13        640:   0%|          | 2/519 [00:03<09:51,  1.14s/it]
      38/80      0.94G     0.9139      1.678      0.668      1.195         13        640:   1%|          | 3/519 [00:03<08:14,  1.04it/s]
      38/80      0.94G     0.8527      1.511     0.6148      1.185          8        640:   1%|          | 3/519 [00:03<08:14,  1.04it/s]
      38/80      0.94G     0.8527      1.511     0.6148      1.185          8        640:   1%|          | 4/519 [00:03<05:49,  1.48it/s]
      38/80      0.94G     0.8542      1.572     0.5971      1.209          8        640:   1%|          | 4/519 [00:04<05:49,  1.48it/s]
      38/80      0.94G     0.8542      1.572     0.5971      1.209          8        640:   1%|          | 5/519 [00:04<05:26,  1.57it/s]
      38/80      0.94G      0.982      1.675     0.6658      1.329          9        640:   1%|          | 5/519 [00:04<05:26,  1.57it/s]
      38/80      0.94G      0.982      1.675     0.6658      1.329          9        640:   1%|          | 6/519 [00:04<04:16,  2.00it/s]
      38/80      0.94G     0.9917      1.638     0.6584      1.315         14        640:   1%|          | 6/519 [00:05<04:16,  2.00it/s]
      38/80      0.94G     0.9917      1.638     0.6584      1.315         14        640:   1%|▏         | 7/519 [00:05<05:21,  1.59it/s]
      38/80      0.94G     0.9765      1.549     0.6319      1.288         12        640:   1%|▏         | 7/519 [00:05<05:21,  1.59it/s]
      38/80      0.94G     0.9765      1.549     0.6319      1.288         12        640:   2%|▏         | 8/519 [00:05<04:15,  2.00it/s]
      38/80      0.94G     0.9273      1.447     0.6126      1.248          5        640:   2%|▏         | 8/519 [00:06<04:15,  2.00it/s]
      38/80      0.94G     0.9273      1.447     0.6126      1.248          5        640:   2%|▏         | 9/519 [00:06<04:16,  1.99it/s]
      38/80      0.94G     0.9292      1.464     0.6238      1.244          7        640:   2%|▏         | 9/519 [00:06<04:16,  1.99it/s]
      38/80      0.94G     0.9292      1.464     0.6238      1.244          7        640:   2%|▏         | 10/519 [00:06<03:48,  2.22it/s]
      38/80      0.94G     0.9408      1.512     0.6251      1.241          9        640:   2%|▏         | 10/519 [00:06<03:48,  2.22it/s]
      38/80      0.94G     0.9408      1.512     0.6251      1.241          9        640:   2%|▏         | 11/519 [00:06<04:03,  2.09it/s]
      38/80      0.94G     0.9409      1.508     0.6266      1.229         12        640:   2%|▏         | 11/519 [00:07<04:03,  2.09it/s]
      38/80      0.94G     0.9409      1.508     0.6266      1.229         12        640:   2%|▏         | 12/519 [00:07<03:23,  2.49it/s]
      38/80      0.94G     0.9562       1.56     0.6355      1.231         13        640:   2%|▏         | 12/519 [00:08<03:23,  2.49it/s]
      38/80      0.94G     0.9562       1.56     0.6355      1.231         13        640:   3%|▎         | 13/519 [00:08<04:25,  1.90it/s]
      38/80      0.94G     0.9592       1.54     0.6272      1.223         14        640:   3%|▎         | 13/519 [00:08<04:25,  1.90it/s]
      38/80      0.94G     0.9592       1.54     0.6272      1.223         14        640:   3%|▎         | 14/519 [00:08<03:46,  2.23it/s]
      38/80      0.94G      0.977      1.547     0.6287      1.226          9        640:   3%|▎         | 14/519 [00:08<03:46,  2.23it/s]
      38/80      0.94G      0.977      1.547     0.6287      1.226          9        640:   3%|▎         | 15/519 [00:08<03:25,  2.45it/s]
      38/80      0.94G     0.9954      1.555     0.6448      1.228         11        640:   3%|▎         | 15/519 [00:09<03:25,  2.45it/s]
      38/80      0.94G     0.9954      1.555     0.6448      1.228         11        640:   3%|▎         | 16/519 [00:09<03:34,  2.35it/s]
      38/80      0.94G      1.005      1.623     0.6831      1.241          9        640:   3%|▎         | 16/519 [00:10<03:34,  2.35it/s]
      38/80      0.94G      1.005      1.623     0.6831      1.241          9        640:   3%|▎         | 17/519 [00:10<05:27,  1.53it/s]
      38/80      0.94G     0.9971      1.627     0.6719      1.241          6        640:   3%|▎         | 17/519 [00:10<05:27,  1.53it/s]
      38/80      0.94G     0.9971      1.627     0.6719      1.241          6        640:   3%|▎         | 18/519 [00:10<04:27,  1.87it/s]
      38/80      0.94G      1.001      1.626     0.6741      1.235         11        640:   3%|▎         | 18/519 [00:10<04:27,  1.87it/s]
      38/80      0.94G      1.001      1.626     0.6741      1.235         11        640:   4%|▎         | 19/519 [00:10<03:49,  2.18it/s]
      38/80      0.94G      1.006      1.645      0.684      1.235          9        640:   4%|▎         | 19/519 [00:10<03:49,  2.18it/s]
      38/80      0.94G      1.006      1.645      0.684      1.235          9        640:   4%|▍         | 20/519 [00:10<03:12,  2.59it/s]
      38/80      0.94G      1.003      1.638     0.6779      1.227         14        640:   4%|▍         | 20/519 [00:12<03:12,  2.59it/s]
      38/80      0.94G      1.003      1.638     0.6779      1.227         14        640:   4%|▍         | 21/519 [00:12<05:30,  1.51it/s]
      38/80      0.94G      1.002      1.628     0.6799      1.225          8        640:   4%|▍         | 21/519 [00:12<05:30,  1.51it/s]
      38/80      0.94G      1.002      1.628     0.6799      1.225          8        640:   4%|▍         | 22/519 [00:12<04:32,  1.82it/s]
      38/80      0.94G      1.009      1.642     0.6794      1.228         12        640:   4%|▍         | 22/519 [00:12<04:32,  1.82it/s]
      38/80      0.94G      1.009      1.642     0.6794      1.228         12        640:   4%|▍         | 23/519 [00:12<03:43,  2.22it/s]
      38/80      0.94G       1.02      1.664     0.6922      1.232          8        640:   4%|▍         | 23/519 [00:13<03:43,  2.22it/s]
      38/80      0.94G       1.02      1.664     0.6922      1.232          8        640:   5%|▍         | 24/519 [00:13<03:11,  2.58it/s]
      38/80      0.94G      1.019      1.653     0.6913      1.235          7        640:   5%|▍         | 24/519 [00:14<03:11,  2.58it/s]
      38/80      0.94G      1.019      1.653     0.6913      1.235          7        640:   5%|▍         | 25/519 [00:14<05:14,  1.57it/s]
      38/80      0.94G      1.021       1.66     0.6923      1.235         12        640:   5%|▍         | 25/519 [00:14<05:14,  1.57it/s]
      38/80      0.94G      1.021       1.66     0.6923      1.235         12        640:   5%|▌         | 26/519 [00:14<04:33,  1.80it/s]
      38/80      0.94G      1.015       1.66     0.6882      1.235         10        640:   5%|▌         | 26/519 [00:14<04:33,  1.80it/s]
      38/80      0.94G      1.015       1.66     0.6882      1.235         10        640:   5%|▌         | 27/519 [00:14<03:47,  2.17it/s]
      38/80      0.94G      1.007      1.656     0.6811       1.23         12        640:   5%|▌         | 27/519 [00:15<03:47,  2.17it/s]
      38/80      0.94G      1.007      1.656     0.6811       1.23         12        640:   5%|▌         | 28/519 [00:15<03:09,  2.59it/s]
      38/80      0.94G      1.004       1.65     0.6752      1.227         14        640:   5%|▌         | 28/519 [00:16<03:09,  2.59it/s]
      38/80      0.94G      1.004       1.65     0.6752      1.227         14        640:   6%|▌         | 29/519 [00:16<05:02,  1.62it/s]
      38/80      0.94G      1.001      1.639     0.6694      1.228         13        640:   6%|▌         | 29/519 [00:16<05:02,  1.62it/s]
      38/80      0.94G      1.001      1.639     0.6694      1.228         13        640:   6%|▌         | 30/519 [00:16<04:06,  1.98it/s]
      38/80      0.94G     0.9973      1.636     0.6711      1.225          8        640:   6%|▌         | 30/519 [00:16<04:06,  1.98it/s]
      38/80      0.94G     0.9973      1.636     0.6711      1.225          8        640:   6%|▌         | 31/519 [00:16<03:29,  2.33it/s]
      38/80      0.94G      1.001      1.631      0.668      1.224         12        640:   6%|▌         | 31/519 [00:16<03:29,  2.33it/s]
      38/80      0.94G      1.001      1.631      0.668      1.224         12        640:   6%|▌         | 32/519 [00:16<03:04,  2.63it/s]
      38/80      0.94G      1.001       1.65     0.6793      1.231          7        640:   6%|▌         | 32/519 [00:18<03:04,  2.63it/s]
      38/80      0.94G      1.001       1.65     0.6793      1.231          7        640:   6%|▋         | 33/519 [00:18<06:13,  1.30it/s]
      38/80      0.94G     0.9947      1.641     0.6731      1.224         11        640:   6%|▋         | 33/519 [00:18<06:13,  1.30it/s]
      38/80      0.94G     0.9947      1.641     0.6731      1.224         11        640:   7%|▋         | 34/519 [00:18<04:58,  1.62it/s]
      38/80      0.94G     0.9958      1.633     0.6699       1.22         11        640:   7%|▋         | 34/519 [00:19<04:58,  1.62it/s]
      38/80      0.94G     0.9958      1.633     0.6699       1.22         11        640:   7%|▋         | 35/519 [00:19<04:07,  1.96it/s]
      38/80      0.94G     0.9986      1.638     0.6709      1.221         14        640:   7%|▋         | 35/519 [00:19<04:07,  1.96it/s]
      38/80      0.94G     0.9986      1.638     0.6709      1.221         14        640:   7%|▋         | 36/519 [00:19<03:20,  2.41it/s]
      38/80      0.94G      1.003      1.633     0.6723      1.227          8        640:   7%|▋         | 36/519 [00:20<03:20,  2.41it/s]
      38/80      0.94G      1.003      1.633     0.6723      1.227          8        640:   7%|▋         | 37/519 [00:20<04:21,  1.84it/s]
      38/80      0.94G       1.01      1.651     0.6734      1.233          9        640:   7%|▋         | 37/519 [00:20<04:21,  1.84it/s]
      38/80      0.94G       1.01      1.651     0.6734      1.233          9        640:   7%|▋         | 38/519 [00:20<03:39,  2.19it/s]
      38/80      0.94G      1.011      1.647     0.6752      1.234         10        640:   7%|▋         | 38/519 [00:20<03:39,  2.19it/s]
      38/80      0.94G      1.011      1.647     0.6752      1.234         10        640:   8%|▊         | 39/519 [00:20<03:09,  2.54it/s]
      38/80      0.94G      1.007      1.634     0.6703      1.231         11        640:   8%|▊         | 39/519 [00:21<03:09,  2.54it/s]
      38/80      0.94G      1.007      1.634     0.6703      1.231         11        640:   8%|▊         | 40/519 [00:21<03:06,  2.57it/s]
      38/80      0.94G      1.003      1.637     0.6657      1.229          8        640:   8%|▊         | 40/519 [00:21<03:06,  2.57it/s]
      38/80      0.94G      1.003      1.637     0.6657      1.229          8        640:   8%|▊         | 41/519 [00:21<03:37,  2.20it/s]
      38/80      0.94G     0.9933      1.617     0.6578      1.223          6        640:   8%|▊         | 41/519 [00:22<03:37,  2.20it/s]
      38/80      0.94G     0.9933      1.617     0.6578      1.223          6        640:   8%|▊         | 42/519 [00:22<03:13,  2.46it/s]
      38/80      0.94G      1.001      1.628     0.6607      1.227         13        640:   8%|▊         | 42/519 [00:22<03:13,  2.46it/s]
      38/80      0.94G      1.001      1.628     0.6607      1.227         13        640:   8%|▊         | 43/519 [00:22<02:52,  2.76it/s]
      38/80      0.94G     0.9961      1.627     0.6648      1.227          7        640:   8%|▊         | 43/519 [00:22<02:52,  2.76it/s]
      38/80      0.94G     0.9961      1.627     0.6648      1.227          7        640:   8%|▊         | 44/519 [00:22<02:39,  2.99it/s]
      38/80      0.94G     0.9892      1.628     0.6598      1.225         11        640:   8%|▊         | 44/519 [00:23<02:39,  2.99it/s]
      38/80      0.94G     0.9892      1.628     0.6598      1.225         11        640:   9%|▊         | 45/519 [00:23<03:59,  1.98it/s]
      38/80      0.94G      0.992      1.623     0.6607      1.229          7        640:   9%|▊         | 45/519 [00:23<03:59,  1.98it/s]
      38/80      0.94G      0.992      1.623     0.6607      1.229          7        640:   9%|▉         | 46/519 [00:23<03:19,  2.37it/s]
      38/80      0.94G     0.9911      1.627     0.6585      1.228         12        640:   9%|▉         | 46/519 [00:23<03:19,  2.37it/s]
      38/80      0.94G     0.9911      1.627     0.6585      1.228         12        640:   9%|▉         | 47/519 [00:23<02:53,  2.71it/s]
      38/80      0.94G     0.9879       1.62     0.6553      1.227         11        640:   9%|▉         | 47/519 [00:24<02:53,  2.71it/s]
      38/80      0.94G     0.9879       1.62     0.6553      1.227         11        640:   9%|▉         | 48/519 [00:24<04:27,  1.76it/s]
      38/80      0.94G     0.9858      1.618     0.6561      1.225         13        640:   9%|▉         | 48/519 [00:25<04:27,  1.76it/s]
      38/80      0.94G     0.9858      1.618     0.6561      1.225         13        640:   9%|▉         | 49/519 [00:25<03:38,  2.15it/s]
      38/80      0.94G     0.9863      1.617     0.6559      1.225         12        640:   9%|▉         | 49/519 [00:25<03:38,  2.15it/s]
      38/80      0.94G     0.9863      1.617     0.6559      1.225         12        640:  10%|▉         | 50/519 [00:25<03:05,  2.53it/s]
      38/80      0.94G     0.9835      1.614     0.6536      1.224          6        640:  10%|▉         | 50/519 [00:25<03:05,  2.53it/s]
      38/80      0.94G     0.9835      1.614     0.6536      1.224          6        640:  10%|▉         | 51/519 [00:25<02:40,  2.92it/s]
      38/80      0.94G     0.9841      1.624     0.6555      1.227         11        640:  10%|▉         | 51/519 [00:27<02:40,  2.92it/s]
      38/80      0.94G     0.9841      1.624     0.6555      1.227         11        640:  10%|█         | 52/519 [00:27<05:25,  1.43it/s]
      38/80      0.94G     0.9866      1.627     0.6565      1.226         13        640:  10%|█         | 52/519 [00:27<05:25,  1.43it/s]
      38/80      0.94G     0.9866      1.627     0.6565      1.226         13        640:  10%|█         | 53/519 [00:27<04:20,  1.79it/s]
      38/80      0.94G     0.9858      1.628     0.6585      1.225         11        640:  10%|█         | 53/519 [00:27<04:20,  1.79it/s]
      38/80      0.94G     0.9858      1.628     0.6585      1.225         11        640:  10%|█         | 54/519 [00:27<03:25,  2.26it/s]
      38/80      0.94G     0.9804      1.628     0.6565      1.222          9        640:  10%|█         | 54/519 [00:27<03:25,  2.26it/s]
      38/80      0.94G      0.978      1.622     0.6562       1.22         10        640:  10%|█         | 54/519 [00:28<03:25,  2.26it/s]
      38/80      0.94G      0.978      1.622     0.6562       1.22         10        640:  11%|█         | 56/519 [00:28<04:16,  1.80it/s]
      38/80      0.94G     0.9743       1.62      0.657      1.218          9        640:  11%|█         | 56/519 [00:29<04:16,  1.80it/s]
      38/80      0.94G     0.9743       1.62      0.657      1.218          9        640:  11%|█         | 57/519 [00:29<03:41,  2.09it/s]
      38/80      0.94G     0.9754      1.627     0.6568       1.22         10        640:  11%|█         | 57/519 [00:29<03:41,  2.09it/s]
      38/80      0.94G     0.9754      1.627     0.6568       1.22         10        640:  11%|█         | 58/519 [00:29<03:15,  2.36it/s]
      38/80      0.94G     0.9756      1.625     0.6578      1.219         10        640:  11%|█         | 58/519 [00:29<03:15,  2.36it/s]
      38/80      0.94G     0.9756      1.625     0.6578      1.219         10        640:  11%|█▏        | 59/519 [00:29<02:50,  2.70it/s]
      38/80      0.94G     0.9741      1.623     0.6554      1.219          8        640:  11%|█▏        | 59/519 [00:30<02:50,  2.70it/s]
      38/80      0.94G     0.9741      1.623     0.6554      1.219          8        640:  12%|█▏        | 60/519 [00:30<04:46,  1.60it/s]
      38/80      0.94G     0.9783      1.633     0.6591      1.223          8        640:  12%|█▏        | 60/519 [00:31<04:46,  1.60it/s]
      38/80      0.94G     0.9783      1.633     0.6591      1.223          8        640:  12%|█▏        | 61/519 [00:31<03:57,  1.93it/s]
      38/80      0.94G     0.9764      1.629     0.6588      1.219         11        640:  12%|█▏        | 61/519 [00:31<03:57,  1.93it/s]
      38/80      0.94G     0.9764      1.629     0.6588      1.219         11        640:  12%|█▏        | 62/519 [00:31<03:17,  2.32it/s]
      38/80      0.94G      0.974      1.629     0.6562      1.217         11        640:  12%|█▏        | 62/519 [00:31<03:17,  2.32it/s]
      38/80      0.94G      0.974      1.629     0.6562      1.217         11        640:  12%|█▏        | 63/519 [00:31<02:52,  2.64it/s]
      38/80      0.94G     0.9764      1.629     0.6575      1.219         13        640:  12%|█▏        | 63/519 [00:32<02:52,  2.64it/s]
      38/80      0.94G     0.9764      1.629     0.6575      1.219         13        640:  12%|█▏        | 64/519 [00:32<04:35,  1.65it/s]
      38/80      0.94G     0.9737      1.621     0.6554      1.216         11        640:  12%|█▏        | 64/519 [00:33<04:35,  1.65it/s]
      38/80      0.94G     0.9737      1.621     0.6554      1.216         11        640:  13%|█▎        | 65/519 [00:33<03:45,  2.01it/s]
      38/80      0.94G     0.9683       1.61     0.6521      1.212          9        640:  13%|█▎        | 65/519 [00:33<03:45,  2.01it/s]
      38/80      0.94G     0.9683       1.61     0.6521      1.212          9        640:  13%|█▎        | 66/519 [00:33<03:15,  2.32it/s]
      38/80      0.94G     0.9724      1.608     0.6561      1.214         14        640:  13%|█▎        | 66/519 [00:33<03:15,  2.32it/s]
      38/80      0.94G     0.9724      1.608     0.6561      1.214         14        640:  13%|█▎        | 67/519 [00:33<02:57,  2.55it/s]
      38/80      0.94G     0.9792      1.606     0.6645      1.218          7        640:  13%|█▎        | 67/519 [00:34<02:57,  2.55it/s]
      38/80      0.94G     0.9792      1.606     0.6645      1.218          7        640:  13%|█▎        | 68/519 [00:34<03:54,  1.92it/s]
      38/80      0.94G     0.9826      1.611     0.6653      1.219          9        640:  13%|█▎        | 68/519 [00:34<03:54,  1.92it/s]
      38/80      0.94G     0.9826      1.611     0.6653      1.219          9        640:  13%|█▎        | 69/519 [00:34<03:13,  2.33it/s]
      38/80      0.94G     0.9828      1.612     0.6643      1.217          9        640:  13%|█▎        | 69/519 [00:34<03:13,  2.33it/s]
      38/80      0.94G     0.9828      1.612     0.6643      1.217          9        640:  13%|█▎        | 70/519 [00:34<02:45,  2.71it/s]
      38/80      0.94G     0.9834      1.618      0.667      1.218         14        640:  13%|█▎        | 70/519 [00:35<02:45,  2.71it/s]
      38/80      0.94G     0.9834      1.618      0.667      1.218         14        640:  14%|█▎        | 71/519 [00:35<03:36,  2.07it/s]
      38/80      0.94G     0.9832      1.619     0.6644      1.217         14        640:  14%|█▎        | 71/519 [00:36<03:36,  2.07it/s]
      38/80      0.94G     0.9832      1.619     0.6644      1.217         14        640:  14%|█▍        | 72/519 [00:36<03:24,  2.19it/s]
      38/80      0.94G     0.9839      1.619     0.6657       1.22          6        640:  14%|█▍        | 72/519 [00:36<03:24,  2.19it/s]
      38/80      0.94G     0.9839      1.619     0.6657       1.22          6        640:  14%|█▍        | 73/519 [00:36<02:55,  2.54it/s]
      38/80      0.94G     0.9857      1.628      0.664      1.221         14        640:  14%|█▍        | 73/519 [00:36<02:55,  2.54it/s]
      38/80      0.94G     0.9857      1.628      0.664      1.221         14        640:  14%|█▍        | 74/519 [00:36<02:49,  2.63it/s]
      38/80      0.94G     0.9862       1.63     0.6641      1.221         11        640:  14%|█▍        | 74/519 [00:37<02:49,  2.63it/s]
      38/80      0.94G     0.9862       1.63     0.6641      1.221         11        640:  14%|█▍        | 75/519 [00:37<03:18,  2.23it/s]
      38/80      0.94G     0.9856      1.627     0.6635       1.22         12        640:  14%|█▍        | 75/519 [00:37<03:18,  2.23it/s]
      38/80      0.94G     0.9856      1.627     0.6635       1.22         12        640:  15%|█▍        | 76/519 [00:37<03:41,  2.00it/s]
      38/80      0.94G     0.9843      1.632     0.6646       1.22         13        640:  15%|█▍        | 76/519 [00:38<03:41,  2.00it/s]
      38/80      0.94G     0.9843      1.632     0.6646       1.22         13        640:  15%|█▍        | 77/519 [00:38<03:05,  2.39it/s]
      38/80      0.94G     0.9851      1.628     0.6638      1.221          7        640:  15%|█▍        | 77/519 [00:38<03:05,  2.39it/s]
      38/80      0.94G     0.9851      1.628     0.6638      1.221          7        640:  15%|█▌        | 78/519 [00:38<02:42,  2.71it/s]
      38/80      0.94G     0.9838      1.622      0.664       1.22         13        640:  15%|█▌        | 78/519 [00:39<02:42,  2.71it/s]
      38/80      0.94G     0.9838      1.622      0.664       1.22         13        640:  15%|█▌        | 79/519 [00:39<03:51,  1.90it/s]
      38/80      0.94G     0.9813      1.618      0.661      1.219          8        640:  15%|█▌        | 79/519 [00:39<03:51,  1.90it/s]
      38/80      0.94G     0.9813      1.618      0.661      1.219          8        640:  15%|█▌        | 80/519 [00:39<03:14,  2.26it/s]
      38/80      0.94G     0.9797      1.618     0.6591      1.219         10        640:  15%|█▌        | 80/519 [00:39<03:14,  2.26it/s]
      38/80      0.94G     0.9797      1.618     0.6591      1.219         10        640:  16%|█▌        | 81/519 [00:39<02:53,  2.52it/s]
      38/80      0.94G     0.9768      1.612     0.6574      1.217         12        640:  16%|█▌        | 81/519 [00:39<02:53,  2.52it/s]
      38/80      0.94G     0.9768      1.612     0.6574      1.217         12        640:  16%|█▌        | 82/519 [00:39<02:26,  2.98it/s]
      38/80      0.94G     0.9774      1.615     0.6572      1.218         11        640:  16%|█▌        | 82/519 [00:40<02:26,  2.98it/s]
      38/80      0.94G     0.9774      1.615     0.6572      1.218         11        640:  16%|█▌        | 83/519 [00:40<03:38,  2.00it/s]
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      38/80      0.94G      0.976       1.63     0.6592      1.245          6        640:  37%|███▋      | 193/519 [01:33<03:30,  1.55it/s]
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      38/80      0.94G     0.9666       1.63     0.6592      1.239          9        640:  53%|█████▎    | 274/519 [02:10<01:42,  2.39it/s]
      38/80      0.94G     0.9664      1.629     0.6594      1.239         15        640:  53%|█████▎    | 274/519 [02:11<01:42,  2.39it/s]
      38/80      0.94G     0.9664      1.629     0.6594      1.239         15        640:  53%|█████▎    | 275/519 [02:11<02:13,  1.83it/s]
      38/80      0.94G     0.9665      1.629     0.6587      1.239         10        640:  53%|█████▎    | 275/519 [02:11<02:13,  1.83it/s]
      38/80      0.94G     0.9665      1.629     0.6587      1.239         10        640:  53%|█████▎    | 276/519 [02:11<01:47,  2.26it/s]
      38/80      0.94G     0.9667      1.628     0.6594      1.239         13        640:  53%|█████▎    | 276/519 [02:11<01:47,  2.26it/s]
      38/80      0.94G     0.9667      1.628     0.6594      1.239         13        640:  53%|█████▎    | 277/519 [02:11<01:28,  2.74it/s]
      38/80      0.94G     0.9659      1.627     0.6588       1.24          9        640:  53%|█████▎    | 277/519 [02:11<01:28,  2.74it/s]
      38/80      0.94G     0.9659      1.627     0.6588       1.24          9        640:  54%|█████▎    | 278/519 [02:11<01:19,  3.04it/s]
      38/80      0.94G     0.9653      1.624     0.6581      1.239         11        640:  54%|█████▎    | 278/519 [02:13<01:19,  3.04it/s]
      38/80      0.94G     0.9653      1.624     0.6581      1.239         11        640:  54%|█████▍    | 279/519 [02:13<02:27,  1.63it/s]
      38/80      0.94G     0.9647      1.625     0.6579      1.239         13        640:  54%|█████▍    | 279/519 [02:13<02:27,  1.63it/s]
      38/80      0.94G     0.9647      1.625     0.6579      1.239         13        640:  54%|█████▍    | 280/519 [02:13<01:55,  2.07it/s]
      38/80      0.94G     0.9645      1.625     0.6574      1.239         13        640:  54%|█████▍    | 280/519 [02:13<01:55,  2.07it/s]
      38/80      0.94G     0.9645      1.625     0.6574      1.239         13        640:  54%|█████▍    | 281/519 [02:13<01:35,  2.48it/s]
      38/80      0.94G     0.9637      1.623     0.6565      1.238         12        640:  54%|█████▍    | 281/519 [02:13<01:35,  2.48it/s]
      38/80      0.94G     0.9637      1.623     0.6565      1.238         12        640:  54%|█████▍    | 282/519 [02:13<01:25,  2.76it/s]
      38/80      0.94G     0.9639      1.624     0.6564      1.238         12        640:  54%|█████▍    | 282/519 [02:15<01:25,  2.76it/s]
      38/80      0.94G     0.9639      1.624     0.6564      1.238         12        640:  55%|█████▍    | 283/519 [02:15<02:22,  1.65it/s]
      38/80      0.94G     0.9638      1.623     0.6558      1.237         11        640:  55%|█████▍    | 283/519 [02:15<02:22,  1.65it/s]
      38/80      0.94G     0.9638      1.623     0.6558      1.237         11        640:  55%|█████▍    | 284/519 [02:15<01:57,  2.00it/s]
      38/80      0.94G     0.9645      1.622     0.6564      1.238          8        640:  55%|█████▍    | 284/519 [02:15<01:57,  2.00it/s]
      38/80      0.94G     0.9645      1.622     0.6564      1.238          8        640:  55%|█████▍    | 285/519 [02:15<01:34,  2.49it/s]
      38/80      0.94G     0.9654      1.623     0.6566      1.238         10        640:  55%|█████▍    | 285/519 [02:15<01:34,  2.49it/s]
      38/80      0.94G     0.9654      1.623     0.6566      1.238         10        640:  55%|█████▌    | 286/519 [02:15<01:26,  2.71it/s]
      38/80      0.94G     0.9647      1.622     0.6563      1.237         13        640:  55%|█████▌    | 286/519 [02:16<01:26,  2.71it/s]
      38/80      0.94G     0.9647      1.622     0.6563      1.237         13        640:  55%|█████▌    | 287/519 [02:16<01:37,  2.37it/s]
      38/80      0.94G     0.9642      1.621     0.6559      1.237         11        640:  55%|█████▌    | 287/519 [02:16<01:37,  2.37it/s]
      38/80      0.94G     0.9642      1.621     0.6559      1.237         11        640:  55%|█████▌    | 288/519 [02:16<01:22,  2.80it/s]
      38/80      0.94G     0.9652      1.622     0.6564      1.237          9        640:  55%|█████▌    | 288/519 [02:16<01:22,  2.80it/s]
      38/80      0.94G     0.9652      1.622     0.6564      1.237          9        640:  56%|█████▌    | 289/519 [02:16<01:14,  3.08it/s]
      38/80      0.94G     0.9651      1.623      0.656      1.237         10        640:  56%|█████▌    | 289/519 [02:17<01:14,  3.08it/s]
      38/80      0.94G     0.9651      1.623      0.656      1.237         10        640:  56%|█████▌    | 290/519 [02:17<01:08,  3.36it/s]
      38/80      0.94G     0.9664      1.622     0.6564      1.238         11        640:  56%|█████▌    | 290/519 [02:18<01:08,  3.36it/s]
      38/80      0.94G     0.9664      1.622     0.6564      1.238         11        640:  56%|█████▌    | 291/519 [02:18<02:44,  1.39it/s]
      38/80      0.94G     0.9662       1.62     0.6558      1.238         11        640:  56%|█████▌    | 291/519 [02:18<02:44,  1.39it/s]
      38/80      0.94G     0.9662       1.62     0.6558      1.238         11        640:  56%|█████▋    | 292/519 [02:18<02:08,  1.77it/s]
      38/80      0.94G     0.9659      1.621     0.6566      1.237         11        640:  56%|█████▋    | 292/519 [02:19<02:08,  1.77it/s]
      38/80      0.94G     0.9659      1.621     0.6566      1.237         11        640:  56%|█████▋    | 293/519 [02:19<01:44,  2.16it/s]
      38/80      0.94G     0.9647      1.619     0.6561      1.236         10        640:  56%|█████▋    | 293/519 [02:19<01:44,  2.16it/s]
      38/80      0.94G     0.9647      1.619     0.6561      1.236         10        640:  57%|█████▋    | 294/519 [02:19<01:30,  2.47it/s]
      38/80      0.94G     0.9645      1.619      0.656      1.237          9        640:  57%|█████▋    | 294/519 [02:20<01:30,  2.47it/s]
      38/80      0.94G     0.9645      1.619      0.656      1.237          9        640:  57%|█████▋    | 295/519 [02:20<02:10,  1.71it/s]
      38/80      0.94G     0.9647      1.619      0.656      1.236         14        640:  57%|█████▋    | 295/519 [02:20<02:10,  1.71it/s]
      38/80      0.94G     0.9647      1.619      0.656      1.236         14        640:  57%|█████▋    | 296/519 [02:20<01:48,  2.06it/s]
      38/80      0.94G      0.964      1.618     0.6552      1.236          9        640:  57%|█████▋    | 296/519 [02:20<01:48,  2.06it/s]
      38/80      0.94G      0.964      1.618     0.6552      1.236          9        640:  57%|█████▋    | 297/519 [02:20<01:26,  2.58it/s]
      38/80      0.94G     0.9633      1.617     0.6547      1.235         12        640:  57%|█████▋    | 297/519 [02:21<01:26,  2.58it/s]
      38/80      0.94G     0.9633      1.617     0.6547      1.235         12        640:  57%|█████▋    | 298/519 [02:21<01:22,  2.67it/s]
      38/80      0.94G     0.9644      1.617     0.6547      1.236          9        640:  57%|█████▋    | 298/519 [02:22<01:22,  2.67it/s]
      38/80      0.94G     0.9644      1.617     0.6547      1.236          9        640:  58%|█████▊    | 299/519 [02:22<02:07,  1.73it/s]
      38/80      0.94G     0.9645      1.617     0.6543      1.236         14        640:  58%|█████▊    | 299/519 [02:22<02:07,  1.73it/s]
      38/80      0.94G     0.9645      1.617     0.6543      1.236         14        640:  58%|█████▊    | 300/519 [02:22<01:40,  2.17it/s]
      38/80      0.94G     0.9643      1.617     0.6544      1.236         12        640:  58%|█████▊    | 300/519 [02:22<01:40,  2.17it/s]
      38/80      0.94G     0.9647      1.616     0.6552      1.236         13        640:  58%|█████▊    | 300/519 [02:22<01:40,  2.17it/s]
      38/80      0.94G     0.9647      1.616     0.6552      1.236         13        640:  58%|█████▊    | 302/519 [02:22<01:02,  3.48it/s]
      38/80      0.94G     0.9646      1.617     0.6546      1.237          9        640:  58%|█████▊    | 302/519 [02:24<01:02,  3.48it/s]
      38/80      0.94G     0.9646      1.617     0.6546      1.237          9        640:  58%|█████▊    | 303/519 [02:24<02:20,  1.54it/s]
      38/80      0.94G      0.965      1.616     0.6548      1.237         11        640:  58%|█████▊    | 303/519 [02:24<02:20,  1.54it/s]
      38/80      0.94G      0.965      1.616     0.6548      1.237         11        640:  59%|█████▊    | 304/519 [02:24<01:51,  1.93it/s]
      38/80      0.94G     0.9652      1.617     0.6545      1.236         10        640:  59%|█████▊    | 304/519 [02:24<01:51,  1.93it/s]
      38/80      0.94G     0.9652      1.617     0.6545      1.236         10        640:  59%|█████▉    | 305/519 [02:24<01:36,  2.22it/s]
      38/80      0.94G     0.9658      1.617     0.6547      1.236          6        640:  59%|█████▉    | 305/519 [02:25<01:36,  2.22it/s]
      38/80      0.94G     0.9658      1.617     0.6547      1.236          6        640:  59%|█████▉    | 306/519 [02:25<01:21,  2.61it/s]
      38/80      0.94G     0.9665      1.618     0.6546      1.237          7        640:  59%|█████▉    | 306/519 [02:26<01:21,  2.61it/s]
      38/80      0.94G     0.9665      1.618     0.6546      1.237          7        640:  59%|█████▉    | 307/519 [02:26<02:06,  1.67it/s]
      38/80      0.94G     0.9665      1.619     0.6551      1.237          8        640:  59%|█████▉    | 307/519 [02:26<02:06,  1.67it/s]
      38/80      0.94G     0.9665      1.619     0.6551      1.237          8        640:  59%|█████▉    | 308/519 [02:26<01:43,  2.03it/s]
      38/80      0.94G     0.9672      1.619     0.6569      1.238          5        640:  59%|█████▉    | 308/519 [02:26<01:43,  2.03it/s]
      38/80      0.94G     0.9672      1.619     0.6569      1.238          5        640:  60%|█████▉    | 309/519 [02:26<01:23,  2.51it/s]
      38/80      0.94G     0.9668      1.618     0.6561      1.238         10        640:  60%|█████▉    | 309/519 [02:26<01:23,  2.51it/s]
      38/80      0.94G     0.9668      1.618     0.6561      1.238         10        640:  60%|█████▉    | 310/519 [02:26<01:14,  2.80it/s]
      38/80      0.94G      0.969      1.622     0.6582      1.239          7        640:  60%|█████▉    | 310/519 [02:27<01:14,  2.80it/s]
      38/80      0.94G      0.969      1.622     0.6582      1.239          7        640:  60%|█████▉    | 311/519 [02:27<01:24,  2.47it/s]
      38/80      0.94G     0.9688       1.62      0.658      1.239         11        640:  60%|█████▉    | 311/519 [02:28<01:24,  2.47it/s]
      38/80      0.94G     0.9688       1.62      0.658      1.239         11        640:  60%|██████    | 312/519 [02:28<02:01,  1.70it/s]
      38/80      0.94G     0.9704      1.627     0.6578      1.241          5        640:  60%|██████    | 312/519 [02:28<02:01,  1.70it/s]
      38/80      0.94G     0.9704      1.627     0.6578      1.241          5        640:  60%|██████    | 313/519 [02:28<01:38,  2.10it/s]
      38/80      0.94G     0.9698      1.626     0.6574       1.24          9        640:  60%|██████    | 313/519 [02:28<01:38,  2.10it/s]
      38/80      0.94G     0.9698      1.626     0.6574       1.24          9        640:  61%|██████    | 314/519 [02:28<01:27,  2.33it/s]
      38/80      0.94G     0.9688      1.626     0.6569       1.24         10        640:  61%|██████    | 314/519 [02:29<01:27,  2.33it/s]
      38/80      0.94G     0.9688      1.626     0.6569       1.24         10        640:  61%|██████    | 315/519 [02:29<01:17,  2.62it/s]
      38/80      0.94G      0.968      1.624     0.6563       1.24         15        640:  61%|██████    | 315/519 [02:30<01:17,  2.62it/s]
      38/80      0.94G      0.968      1.624     0.6563       1.24         15        640:  61%|██████    | 316/519 [02:30<02:11,  1.54it/s]
      38/80      0.94G     0.9678      1.624     0.6558      1.239         10        640:  61%|██████    | 316/519 [02:30<02:11,  1.54it/s]
      38/80      0.94G     0.9678      1.624     0.6558      1.239         10        640:  61%|██████    | 317/519 [02:30<01:45,  1.91it/s]
      38/80      0.94G      0.967      1.624     0.6556      1.239         10        640:  61%|██████    | 317/519 [02:30<01:45,  1.91it/s]
      38/80      0.94G      0.967      1.624     0.6556      1.239         10        640:  61%|██████▏   | 318/519 [02:30<01:28,  2.27it/s]
      38/80      0.94G     0.9677      1.624     0.6554      1.239         10        640:  61%|██████▏   | 318/519 [02:31<01:28,  2.27it/s]
      38/80      0.94G     0.9677      1.624     0.6554      1.239         10        640:  61%|██████▏   | 319/519 [02:31<01:13,  2.71it/s]
      38/80      0.94G      0.968      1.626     0.6553       1.24          9        640:  61%|██████▏   | 319/519 [02:32<01:13,  2.71it/s]
      38/80      0.94G      0.968      1.626     0.6553       1.24          9        640:  62%|██████▏   | 320/519 [02:32<01:49,  1.81it/s]
      38/80      0.94G     0.9683      1.626     0.6554      1.239         12        640:  62%|██████▏   | 320/519 [02:32<01:49,  1.81it/s]
      38/80      0.94G     0.9683      1.626     0.6554      1.239         12        640:  62%|██████▏   | 321/519 [02:32<01:28,  2.23it/s]
      38/80      0.94G     0.9681      1.627     0.6552      1.239          7        640:  62%|██████▏   | 321/519 [02:32<01:28,  2.23it/s]
      38/80      0.94G     0.9681      1.627     0.6552      1.239          7        640:  62%|██████▏   | 322/519 [02:32<01:15,  2.60it/s]
      38/80      0.94G      0.968      1.625     0.6558      1.239          8        640:  62%|██████▏   | 322/519 [02:32<01:15,  2.60it/s]
      38/80      0.94G      0.968      1.625     0.6558      1.239          8        640:  62%|██████▏   | 323/519 [02:32<01:07,  2.92it/s]
      38/80      0.94G     0.9695      1.627     0.6567       1.24          9        640:  62%|██████▏   | 323/519 [02:33<01:07,  2.92it/s]
      38/80      0.94G     0.9695      1.627     0.6567       1.24          9        640:  62%|██████▏   | 324/519 [02:33<01:31,  2.13it/s]
      38/80      0.94G     0.9688      1.625     0.6564      1.239         11        640:  62%|██████▏   | 324/519 [02:33<01:31,  2.13it/s]
      38/80      0.94G     0.9688      1.625     0.6564      1.239         11        640:  63%|██████▎   | 325/519 [02:33<01:17,  2.49it/s]
      38/80      0.94G     0.9695      1.626     0.6564       1.24         12        640:  63%|██████▎   | 325/519 [02:33<01:17,  2.49it/s]
      38/80      0.94G     0.9695      1.626     0.6564       1.24         12        640:  63%|██████▎   | 326/519 [02:33<01:03,  3.03it/s]
      38/80      0.94G     0.9685      1.626     0.6556      1.239          9        640:  63%|██████▎   | 326/519 [02:34<01:03,  3.03it/s]
      38/80      0.94G     0.9685      1.626     0.6556      1.239          9        640:  63%|██████▎   | 327/519 [02:34<01:00,  3.15it/s]
      38/80      0.94G      0.969      1.626     0.6552       1.24          9        640:  63%|██████▎   | 327/519 [02:35<01:00,  3.15it/s]
      38/80      0.94G      0.969      1.626     0.6552       1.24          9        640:  63%|██████▎   | 328/519 [02:35<01:33,  2.03it/s]
      38/80      0.94G     0.9696      1.626     0.6559       1.24          6        640:  63%|██████▎   | 328/519 [02:35<01:33,  2.03it/s]
      38/80      0.94G     0.9696      1.626     0.6559       1.24          6        640:  63%|██████▎   | 329/519 [02:35<01:17,  2.45it/s]
      38/80      0.94G     0.9692      1.627     0.6557      1.239         12        640:  63%|██████▎   | 329/519 [02:35<01:17,  2.45it/s]
      38/80      0.94G     0.9692      1.627     0.6557      1.239         12        640:  64%|██████▎   | 330/519 [02:35<01:11,  2.64it/s]
      38/80      0.94G     0.9694      1.628     0.6567      1.239         10        640:  64%|██████▎   | 330/519 [02:35<01:11,  2.64it/s]
      38/80      0.94G     0.9694      1.628     0.6567      1.239         10        640:  64%|██████▍   | 331/519 [02:35<01:05,  2.88it/s]
      38/80      0.94G     0.9689      1.627     0.6566      1.239         11        640:  64%|██████▍   | 331/519 [02:37<01:05,  2.88it/s]
      38/80      0.94G     0.9689      1.627     0.6566      1.239         11        640:  64%|██████▍   | 332/519 [02:37<02:11,  1.42it/s]
      38/80      0.94G     0.9692      1.627     0.6563       1.24          8        640:  64%|██████▍   | 332/519 [02:37<02:11,  1.42it/s]
      38/80      0.94G     0.9692      1.627     0.6563       1.24          8        640:  64%|██████▍   | 333/519 [02:37<01:48,  1.71it/s]
      38/80      0.94G     0.9695      1.627     0.6564       1.24         13        640:  64%|██████▍   | 333/519 [02:37<01:48,  1.71it/s]
      38/80      0.94G     0.9695      1.627     0.6564       1.24         13        640:  64%|██████▍   | 334/519 [02:37<01:25,  2.16it/s]
      38/80      0.94G     0.9695      1.626     0.6564       1.24         14        640:  64%|██████▍   | 334/519 [02:38<01:25,  2.16it/s]
      38/80      0.94G     0.9695      1.626     0.6564       1.24         14        640:  65%|██████▍   | 335/519 [02:38<01:12,  2.54it/s]
      38/80      0.94G     0.9706      1.627     0.6564      1.241         11        640:  65%|██████▍   | 335/519 [02:39<01:12,  2.54it/s]
      38/80      0.94G     0.9706      1.627     0.6564      1.241         11        640:  65%|██████▍   | 336/519 [02:39<02:13,  1.37it/s]
      38/80      0.94G      0.971      1.629     0.6564      1.241          9        640:  65%|██████▍   | 336/519 [02:39<02:13,  1.37it/s]
      38/80      0.94G      0.971      1.629     0.6564      1.241          9        640:  65%|██████▍   | 337/519 [02:39<01:41,  1.79it/s]
      38/80      0.94G     0.9721      1.632     0.6582      1.242         11        640:  65%|██████▍   | 337/519 [02:40<01:41,  1.79it/s]
      38/80      0.94G     0.9721      1.632     0.6582      1.242         11        640:  65%|██████▌   | 338/519 [02:40<01:21,  2.22it/s]
      38/80      0.94G     0.9727      1.634     0.6587      1.242         10        640:  65%|██████▌   | 338/519 [02:40<01:21,  2.22it/s]
      38/80      0.94G     0.9727      1.634     0.6587      1.242         10        640:  65%|██████▌   | 339/519 [02:40<01:09,  2.60it/s]
      38/80      0.94G     0.9724      1.632     0.6583      1.241         10        640:  65%|██████▌   | 339/519 [02:41<01:09,  2.60it/s]
      38/80      0.94G     0.9724      1.632     0.6583      1.241         10        640:  66%|██████▌   | 340/519 [02:41<01:38,  1.81it/s]
      38/80      0.94G     0.9719      1.632     0.6578      1.241         11        640:  66%|██████▌   | 340/519 [02:41<01:38,  1.81it/s]
      38/80      0.94G     0.9719      1.632     0.6578      1.241         11        640:  66%|██████▌   | 341/519 [02:41<01:19,  2.23it/s]
      38/80      0.94G     0.9721      1.632     0.6575      1.241         12        640:  66%|██████▌   | 341/519 [02:41<01:19,  2.23it/s]
      38/80      0.94G     0.9721      1.632     0.6575      1.241         12        640:  66%|██████▌   | 342/519 [02:41<01:09,  2.55it/s]
      38/80      0.94G     0.9718      1.632     0.6577       1.24          7        640:  66%|██████▌   | 342/519 [02:41<01:09,  2.55it/s]
      38/80      0.94G     0.9718      1.632     0.6577       1.24          7        640:  66%|██████▌   | 343/519 [02:41<01:01,  2.87it/s]
      38/80      0.94G     0.9711      1.631     0.6569       1.24          9        640:  66%|██████▌   | 343/519 [02:42<01:01,  2.87it/s]
      38/80      0.94G     0.9711      1.631     0.6569       1.24          9        640:  66%|██████▋   | 344/519 [02:42<01:36,  1.82it/s]
      38/80      0.94G     0.9705      1.629     0.6566      1.239         13        640:  66%|██████▋   | 344/519 [02:43<01:36,  1.82it/s]
      38/80      0.94G     0.9705      1.629     0.6566      1.239         13        640:  66%|██████▋   | 345/519 [02:43<01:17,  2.25it/s]
      38/80      0.94G     0.9698      1.628     0.6566      1.239         10        640:  66%|██████▋   | 345/519 [02:43<01:17,  2.25it/s]
      38/80      0.94G     0.9698      1.628     0.6566      1.239         10        640:  67%|██████▋   | 346/519 [02:43<01:07,  2.57it/s]
      38/80      0.94G     0.9706      1.627     0.6574      1.239          8        640:  67%|██████▋   | 346/519 [02:43<01:07,  2.57it/s]
      38/80      0.94G     0.9706      1.627     0.6574      1.239          8        640:  67%|██████▋   | 347/519 [02:43<01:00,  2.83it/s]
      38/80      0.94G     0.9706      1.627     0.6572      1.239         13        640:  67%|██████▋   | 347/519 [02:44<01:00,  2.83it/s]
      38/80      0.94G     0.9706      1.627     0.6572      1.239         13        640:  67%|██████▋   | 348/519 [02:44<01:23,  2.06it/s]
      38/80      0.94G     0.9703      1.627     0.6575      1.239         11        640:  67%|██████▋   | 348/519 [02:44<01:23,  2.06it/s]
      38/80      0.94G     0.9703      1.627     0.6575      1.239         11        640:  67%|██████▋   | 349/519 [02:44<01:08,  2.48it/s]
      38/80      0.94G     0.9702      1.628     0.6576      1.239          9        640:  67%|██████▋   | 349/519 [02:44<01:08,  2.48it/s]
      38/80      0.94G     0.9702      1.628     0.6576      1.239          9        640:  67%|██████▋   | 350/519 [02:44<00:59,  2.82it/s]
      38/80      0.94G     0.9701      1.627     0.6577       1.24          6        640:  67%|██████▋   | 350/519 [02:45<00:59,  2.82it/s]
      38/80      0.94G     0.9701      1.627     0.6577       1.24          6        640:  68%|██████▊   | 351/519 [02:45<00:53,  3.13it/s]
      38/80      0.94G     0.9709      1.627     0.6576       1.24          7        640:  68%|██████▊   | 351/519 [02:46<00:53,  3.13it/s]
      38/80      0.94G     0.9709      1.627     0.6576       1.24          7        640:  68%|██████▊   | 352/519 [02:46<01:27,  1.91it/s]
      38/80      0.94G     0.9703      1.627     0.6575      1.241          8        640:  68%|██████▊   | 352/519 [02:46<01:27,  1.91it/s]
      38/80      0.94G     0.9703      1.627     0.6575      1.241          8        640:  68%|██████▊   | 353/519 [02:46<01:11,  2.31it/s]
      38/80      0.94G     0.9693      1.625     0.6569       1.24          8        640:  68%|██████▊   | 353/519 [02:46<01:11,  2.31it/s]
      38/80      0.94G     0.9693      1.625     0.6569       1.24          8        640:  68%|██████▊   | 354/519 [02:46<00:59,  2.79it/s]
      38/80      0.94G     0.9687      1.625     0.6564       1.24          7        640:  68%|██████▊   | 354/519 [02:46<00:59,  2.79it/s]
      38/80      0.94G     0.9687      1.625     0.6564       1.24          7        640:  68%|██████▊   | 355/519 [02:46<00:55,  2.95it/s]
      38/80      0.94G     0.9687      1.624     0.6561       1.24         11        640:  68%|██████▊   | 355/519 [02:48<00:55,  2.95it/s]
      38/80      0.94G     0.9687      1.624     0.6561       1.24         11        640:  69%|██████▊   | 356/519 [02:48<01:36,  1.69it/s]
      38/80      0.94G     0.9695      1.624     0.6562       1.24         10        640:  69%|██████▊   | 356/519 [02:48<01:36,  1.69it/s]
      38/80      0.94G     0.9695      1.624     0.6562       1.24         10        640:  69%|██████▉   | 357/519 [02:48<01:17,  2.09it/s]
      38/80      0.94G     0.9693      1.624     0.6559       1.24         14        640:  69%|██████▉   | 357/519 [02:48<01:17,  2.09it/s]
      38/80      0.94G     0.9693      1.624     0.6559       1.24         14        640:  69%|██████▉   | 358/519 [02:48<01:04,  2.50it/s]
      38/80      0.94G     0.9682      1.622     0.6552       1.24          8        640:  69%|██████▉   | 358/519 [02:48<01:04,  2.50it/s]
      38/80      0.94G     0.9682      1.622     0.6552       1.24          8        640:  69%|██████▉   | 359/519 [02:48<00:55,  2.89it/s]
      38/80      0.94G     0.9679      1.622     0.6548      1.239         11        640:  69%|██████▉   | 359/519 [02:49<00:55,  2.89it/s]
      38/80      0.94G     0.9679      1.622     0.6548      1.239         11        640:  69%|██████▉   | 360/519 [02:49<01:32,  1.71it/s]
      38/80      0.94G     0.9674      1.623     0.6545      1.239         11        640:  69%|██████▉   | 360/519 [02:50<01:32,  1.71it/s]
      38/80      0.94G     0.9674      1.623     0.6545      1.239         11        640:  70%|██████▉   | 361/519 [02:50<01:14,  2.12it/s]
      38/80      0.94G     0.9668      1.622     0.6542      1.239         14        640:  70%|██████▉   | 361/519 [02:50<01:14,  2.12it/s]
      38/80      0.94G     0.9668      1.622     0.6542      1.239         14        640:  70%|██████▉   | 362/519 [02:50<01:02,  2.52it/s]
      38/80      0.94G     0.9667      1.622     0.6539      1.238         10        640:  70%|██████▉   | 362/519 [02:50<01:02,  2.52it/s]
      38/80      0.94G     0.9667      1.622     0.6539      1.238         10        640:  70%|██████▉   | 363/519 [02:50<00:57,  2.72it/s]
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      38/80      0.94G     0.9665      1.623     0.6539      1.238         13        640:  70%|███████   | 364/519 [02:51<01:36,  1.60it/s]
      38/80      0.94G     0.9678      1.623      0.655      1.238          8        640:  70%|███████   | 364/519 [02:51<01:36,  1.60it/s]
      38/80      0.94G     0.9678      1.623      0.655      1.238          8        640:  70%|███████   | 365/519 [02:51<01:14,  2.06it/s]
      38/80      0.94G     0.9673      1.622     0.6546      1.238         12        640:  70%|███████   | 365/519 [02:52<01:14,  2.06it/s]
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      38/80      0.94G     0.9665      1.621     0.6539      1.237          8        640:  71%|███████   | 366/519 [02:52<01:00,  2.53it/s]
      38/80      0.94G     0.9665      1.621     0.6539      1.237          8        640:  71%|███████   | 367/519 [02:52<00:53,  2.85it/s]
      38/80      0.94G     0.9661      1.621     0.6534      1.237         13        640:  71%|███████   | 367/519 [02:53<00:53,  2.85it/s]
      38/80      0.94G     0.9661      1.621     0.6534      1.237         13        640:  71%|███████   | 368/519 [02:53<01:29,  1.69it/s]
      38/80      0.94G     0.9667      1.621     0.6534      1.237         14        640:  71%|███████   | 368/519 [02:53<01:29,  1.69it/s]
      38/80      0.94G     0.9667      1.621     0.6534      1.237         14        640:  71%|███████   | 369/519 [02:53<01:15,  2.00it/s]
      38/80      0.94G     0.9667      1.621     0.6538      1.237         10        640:  71%|███████   | 369/519 [02:53<01:15,  2.00it/s]
      38/80      0.94G     0.9667      1.621     0.6538      1.237         10        640:  71%|███████▏  | 370/519 [02:53<00:59,  2.51it/s]
      38/80      0.94G     0.9666       1.62     0.6535      1.237         12        640:  71%|███████▏  | 370/519 [02:54<00:59,  2.51it/s]
      38/80      0.94G     0.9666       1.62     0.6535      1.237         12        640:  71%|███████▏  | 371/519 [02:54<00:52,  2.80it/s]
      38/80      0.94G     0.9672      1.621     0.6536      1.237         11        640:  71%|███████▏  | 371/519 [02:55<00:52,  2.80it/s]
      38/80      0.94G     0.9672      1.621     0.6536      1.237         11        640:  72%|███████▏  | 372/519 [02:55<01:11,  2.05it/s]
      38/80      0.94G     0.9673      1.621     0.6546      1.237         12        640:  72%|███████▏  | 372/519 [02:55<01:11,  2.05it/s]
      38/80      0.94G     0.9673      1.621     0.6546      1.236          9        640:  72%|███████▏  | 372/519 [02:55<01:11,  2.05it/s]
      38/80      0.94G     0.9673      1.621     0.6546      1.236          9        640:  72%|███████▏  | 374/519 [02:55<00:43,  3.33it/s]
      38/80      0.94G     0.9676      1.621     0.6546      1.236          7        640:  72%|███████▏  | 374/519 [02:55<00:43,  3.33it/s]
      38/80      0.94G     0.9676      1.621     0.6546      1.236          7        640:  72%|███████▏  | 375/519 [02:55<00:38,  3.73it/s]
      38/80      0.94G     0.9669      1.621      0.654      1.236          9        640:  72%|███████▏  | 375/519 [02:56<00:38,  3.73it/s]
      38/80      0.94G     0.9669      1.621      0.654      1.236          9        640:  72%|███████▏  | 376/519 [02:56<01:27,  1.63it/s]
      38/80      0.94G     0.9685      1.626     0.6549      1.237          9        640:  72%|███████▏  | 376/519 [02:57<01:27,  1.63it/s]
      38/80      0.94G     0.9685      1.626     0.6549      1.237          9        640:  73%|███████▎  | 377/519 [02:57<01:11,  2.00it/s]
      38/80      0.94G     0.9684      1.624     0.6552      1.237         11        640:  73%|███████▎  | 377/519 [02:57<01:11,  2.00it/s]
      38/80      0.94G     0.9684      1.624     0.6552      1.237         11        640:  73%|███████▎  | 378/519 [02:57<01:03,  2.22it/s]
      38/80      0.94G     0.9682      1.626      0.655      1.237          8        640:  73%|███████▎  | 378/519 [02:57<01:03,  2.22it/s]
      38/80      0.94G     0.9682      1.626      0.655      1.237          8        640:  73%|███████▎  | 379/519 [02:57<00:54,  2.56it/s]
      38/80      0.94G     0.9683      1.626     0.6552      1.237          5        640:  73%|███████▎  | 379/519 [02:58<00:54,  2.56it/s]
      38/80      0.94G     0.9683      1.626     0.6552      1.237          5        640:  73%|███████▎  | 380/519 [02:58<01:05,  2.13it/s]
      38/80      0.94G      0.969      1.628     0.6563      1.237          8        640:  73%|███████▎  | 380/519 [02:58<01:05,  2.13it/s]
      38/80      0.94G      0.969      1.628     0.6563      1.237          8        640:  73%|███████▎  | 381/519 [02:58<00:56,  2.46it/s]
      38/80      0.94G     0.9689      1.628     0.6562      1.237          9        640:  73%|███████▎  | 381/519 [02:58<00:56,  2.46it/s]
      38/80      0.94G     0.9689      1.628     0.6562      1.237          9        640:  74%|███████▎  | 382/519 [02:58<00:48,  2.81it/s]
      38/80      0.94G     0.9699      1.629     0.6564      1.238          8        640:  74%|███████▎  | 382/519 [02:59<00:48,  2.81it/s]
      38/80      0.94G     0.9699      1.629     0.6564      1.238          8        640:  74%|███████▍  | 383/519 [02:59<00:43,  3.15it/s]
      38/80      0.94G       0.97       1.63     0.6563      1.238         12        640:  74%|███████▍  | 383/519 [03:00<00:43,  3.15it/s]
      38/80      0.94G       0.97       1.63     0.6563      1.238         12        640:  74%|███████▍  | 384/519 [03:00<01:23,  1.62it/s]
      38/80      0.94G     0.9695      1.629     0.6559      1.238          7        640:  74%|███████▍  | 384/519 [03:00<01:23,  1.62it/s]
      38/80      0.94G     0.9695      1.629     0.6559      1.238          7        640:  74%|███████▍  | 385/519 [03:00<01:07,  1.98it/s]
      38/80      0.94G     0.9693      1.628     0.6556      1.238          9        640:  74%|███████▍  | 385/519 [03:00<01:07,  1.98it/s]
      38/80      0.94G     0.9693      1.628     0.6556      1.238          9        640:  74%|███████▍  | 386/519 [03:00<00:54,  2.42it/s]
      38/80      0.94G     0.9689      1.628     0.6561      1.238          7        640:  74%|███████▍  | 386/519 [03:01<00:54,  2.42it/s]
      38/80      0.94G     0.9689      1.628     0.6561      1.238          7        640:  75%|███████▍  | 387/519 [03:01<00:49,  2.66it/s]
      38/80      0.94G     0.9688      1.628     0.6561      1.238         11        640:  75%|███████▍  | 387/519 [03:02<00:49,  2.66it/s]
      38/80      0.94G     0.9688      1.628     0.6561      1.238         11        640:  75%|███████▍  | 388/519 [03:02<01:29,  1.47it/s]
      38/80      0.94G     0.9684      1.628     0.6558      1.238         10        640:  75%|███████▍  | 388/519 [03:02<01:29,  1.47it/s]
      38/80      0.94G     0.9684      1.628     0.6558      1.238         10        640:  75%|███████▍  | 389/519 [03:02<01:08,  1.89it/s]
      38/80      0.94G     0.9679      1.627     0.6554      1.237          7        640:  75%|███████▍  | 389/519 [03:02<01:08,  1.89it/s]
      38/80      0.94G     0.9679      1.627     0.6554      1.237          7        640:  75%|███████▌  | 390/519 [03:02<00:55,  2.31it/s]
      38/80      0.94G     0.9682      1.627     0.6562      1.238         10        640:  75%|███████▌  | 390/519 [03:03<00:55,  2.31it/s]
      38/80      0.94G     0.9682      1.627     0.6562      1.238         10        640:  75%|███████▌  | 391/519 [03:03<00:46,  2.77it/s]
      38/80      0.94G     0.9684      1.627      0.656      1.238         11        640:  75%|███████▌  | 391/519 [03:04<00:46,  2.77it/s]
      38/80      0.94G     0.9684      1.627      0.656      1.238         11        640:  76%|███████▌  | 392/519 [03:04<01:18,  1.61it/s]
      38/80      0.94G     0.9678      1.627     0.6557      1.238         10        640:  76%|███████▌  | 392/519 [03:04<01:18,  1.61it/s]
      38/80      0.94G     0.9678      1.627     0.6557      1.238         10        640:  76%|███████▌  | 393/519 [03:04<00:59,  2.12it/s]
      38/80      0.94G     0.9672      1.626     0.6553      1.238         11        640:  76%|███████▌  | 393/519 [03:04<00:59,  2.12it/s]
      38/80      0.94G     0.9672      1.626     0.6553      1.238         11        640:  76%|███████▌  | 394/519 [03:04<00:51,  2.42it/s]
      38/80      0.94G     0.9684      1.627     0.6568       1.24          7        640:  76%|███████▌  | 394/519 [03:04<00:51,  2.42it/s]
      38/80      0.94G     0.9684      1.627     0.6568       1.24          7        640:  76%|███████▌  | 395/519 [03:04<00:44,  2.79it/s]
      38/80      0.94G     0.9692      1.628     0.6571       1.24         14        640:  76%|███████▌  | 395/519 [03:06<00:44,  2.79it/s]
      38/80      0.94G     0.9692      1.628     0.6571       1.24         14        640:  76%|███████▋  | 396/519 [03:06<01:09,  1.77it/s]
      38/80      0.94G     0.9692      1.628     0.6571       1.24         11        640:  76%|███████▋  | 396/519 [03:06<01:09,  1.77it/s]
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      38/80      0.94G     0.9688      1.627     0.6568      1.239          9        640:  76%|███████▋  | 397/519 [03:06<00:56,  2.17it/s]
      38/80      0.94G     0.9688      1.627     0.6568      1.239          9        640:  77%|███████▋  | 398/519 [03:06<00:46,  2.59it/s]
      38/80      0.94G     0.9685      1.626     0.6566       1.24          6        640:  77%|███████▋  | 398/519 [03:06<00:46,  2.59it/s]
      38/80      0.94G     0.9685      1.626     0.6566       1.24          6        640:  77%|███████▋  | 399/519 [03:06<00:39,  3.03it/s]
      38/80      0.94G     0.9691      1.626     0.6571      1.241          7        640:  77%|███████▋  | 399/519 [03:07<00:39,  3.03it/s]
      38/80      0.94G     0.9691      1.626     0.6571      1.241          7        640:  77%|███████▋  | 400/519 [03:07<01:06,  1.79it/s]
      38/80      0.94G     0.9693      1.625     0.6567      1.241          8        640:  77%|███████▋  | 400/519 [03:07<01:06,  1.79it/s]
      38/80      0.94G     0.9693      1.625     0.6567      1.241          8        640:  77%|███████▋  | 401/519 [03:07<00:52,  2.24it/s]
      38/80      0.94G     0.9699      1.628     0.6584      1.241          9        640:  77%|███████▋  | 401/519 [03:08<00:52,  2.24it/s]
      38/80      0.94G     0.9699      1.628     0.6584      1.241          9        640:  77%|███████▋  | 402/519 [03:08<00:41,  2.80it/s]
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      38/80      0.94G     0.9698      1.627      0.657      1.241          9        640:  79%|███████▊  | 408/519 [03:10<00:50,  2.21it/s]
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      38/80      0.94G     0.9712      1.627      0.658      1.242          6        640:  79%|███████▉  | 412/519 [03:13<01:04,  1.66it/s]
      38/80      0.94G     0.9712      1.627      0.658      1.242          6        640:  80%|███████▉  | 413/519 [03:13<00:56,  1.86it/s]
      38/80      0.94G     0.9716      1.629     0.6581      1.242         13        640:  80%|███████▉  | 413/519 [03:13<00:56,  1.86it/s]
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      38/80      0.94G     0.9712       1.63      0.658      1.241         16        640:  80%|████████  | 416/519 [03:15<01:13,  1.41it/s]
      38/80      0.94G     0.9707       1.63     0.6577      1.241         13        640:  80%|████████  | 416/519 [03:15<01:13,  1.41it/s]
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      38/80      0.94G     0.9709       1.63     0.6576       1.24          9        640:  80%|████████  | 417/519 [03:15<00:55,  1.83it/s]
      38/80      0.94G     0.9709       1.63     0.6576       1.24          9        640:  81%|████████  | 418/519 [03:15<00:44,  2.27it/s]
      38/80      0.94G     0.9707       1.63     0.6576       1.24         11        640:  81%|████████  | 418/519 [03:15<00:44,  2.27it/s]
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      38/80      0.94G     0.9704       1.63     0.6569       1.24         13        640:  82%|████████▏ | 423/519 [03:17<00:37,  2.58it/s]
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      38/80      0.94G     0.9708      1.631     0.6563       1.24          7        640:  82%|████████▏ | 424/519 [03:18<00:32,  2.93it/s]
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      38/80      0.94G     0.9708       1.63     0.6559      1.239         14        640:  82%|████████▏ | 425/519 [03:19<00:52,  1.78it/s]
      38/80      0.94G     0.9708       1.63     0.6559      1.239         14        640:  82%|████████▏ | 426/519 [03:19<00:44,  2.07it/s]
      38/80      0.94G     0.9703       1.63     0.6563      1.239          8        640:  82%|████████▏ | 426/519 [03:19<00:44,  2.07it/s]
      38/80      0.94G     0.9703       1.63     0.6563      1.239          8        640:  82%|████████▏ | 427/519 [03:19<00:37,  2.43it/s]
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      38/80      0.94G     0.9698       1.63     0.6554      1.239         11        640:  83%|████████▎ | 429/519 [03:20<00:48,  1.86it/s]
      38/80      0.94G     0.9698       1.63     0.6554      1.239         11        640:  83%|████████▎ | 430/519 [03:20<00:39,  2.24it/s]
      38/80      0.94G     0.9693      1.631     0.6549      1.239         11        640:  83%|████████▎ | 430/519 [03:21<00:39,  2.24it/s]
      38/80      0.94G     0.9693      1.631     0.6549      1.239         11        640:  83%|████████▎ | 431/519 [03:21<00:33,  2.60it/s]
      38/80      0.94G     0.9689      1.629     0.6545      1.239         11        640:  83%|████████▎ | 431/519 [03:21<00:33,  2.60it/s]
      38/80      0.94G     0.9689      1.629     0.6545      1.239         11        640:  83%|████████▎ | 432/519 [03:21<00:30,  2.88it/s]
      38/80      0.94G     0.9693       1.63     0.6549      1.239          8        640:  83%|████████▎ | 432/519 [03:22<00:30,  2.88it/s]
      38/80      0.94G     0.9693       1.63     0.6549      1.239          8        640:  83%|████████▎ | 433/519 [03:22<01:03,  1.36it/s]
      38/80      0.94G     0.9689       1.63     0.6552      1.239          6        640:  83%|████████▎ | 433/519 [03:23<01:03,  1.36it/s]
      38/80      0.94G     0.9689       1.63     0.6552      1.239          6        640:  84%|████████▎ | 434/519 [03:23<00:49,  1.70it/s]
      38/80      0.94G     0.9687       1.63     0.6551      1.239          8        640:  84%|████████▎ | 434/519 [03:23<00:49,  1.70it/s]
      38/80      0.94G     0.9687       1.63     0.6551      1.239          8        640:  84%|████████▍ | 435/519 [03:23<00:39,  2.14it/s]
      38/80      0.94G     0.9687       1.63     0.6548      1.239          8        640:  84%|████████▍ | 435/519 [03:23<00:39,  2.14it/s]
      38/80      0.94G     0.9687       1.63     0.6548      1.239          8        640:  84%|████████▍ | 436/519 [03:23<00:33,  2.47it/s]
      38/80      0.94G     0.9683      1.629     0.6544      1.238         14        640:  84%|████████▍ | 436/519 [03:24<00:33,  2.47it/s]
      38/80      0.94G     0.9683      1.629     0.6544      1.238         14        640:  84%|████████▍ | 437/519 [03:24<00:53,  1.53it/s]
      38/80      0.94G     0.9688       1.63      0.655      1.239         10        640:  84%|████████▍ | 437/519 [03:25<00:53,  1.53it/s]
      38/80      0.94G     0.9688       1.63      0.655      1.239         10        640:  84%|████████▍ | 438/519 [03:25<00:42,  1.92it/s]
      38/80      0.94G     0.9686       1.63     0.6546      1.239         10        640:  84%|████████▍ | 438/519 [03:25<00:42,  1.92it/s]
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      38/80      0.94G     0.9687      1.631     0.6549      1.239          7        640:  85%|████████▍ | 440/519 [03:25<00:30,  2.58it/s]
      38/80      0.94G     0.9691      1.631     0.6552      1.239         12        640:  85%|████████▍ | 440/519 [03:26<00:30,  2.58it/s]
      38/80      0.94G     0.9691      1.631     0.6552      1.239         12        640:  85%|████████▍ | 441/519 [03:26<00:41,  1.90it/s]
      38/80      0.94G     0.9694      1.632     0.6549      1.239          9        640:  85%|████████▍ | 441/519 [03:26<00:41,  1.90it/s]
      38/80      0.94G     0.9694      1.632     0.6549      1.239          9        640:  85%|████████▌ | 442/519 [03:26<00:35,  2.18it/s]
      38/80      0.94G     0.9691      1.631     0.6552      1.239          8        640:  85%|████████▌ | 442/519 [03:26<00:35,  2.18it/s]
      38/80      0.94G     0.9691      1.631     0.6552      1.239          8        640:  85%|████████▌ | 443/519 [03:26<00:30,  2.48it/s]
      38/80      0.94G     0.9691      1.631      0.655      1.239          7        640:  85%|████████▌ | 443/519 [03:27<00:30,  2.48it/s]
      38/80      0.94G     0.9691      1.631      0.655      1.239          7        640:  86%|████████▌ | 444/519 [03:27<00:26,  2.86it/s]
      38/80      0.94G     0.9708      1.632     0.6556      1.241         10        640:  86%|████████▌ | 444/519 [03:28<00:26,  2.86it/s]
      38/80      0.94G     0.9708      1.632     0.6556      1.241         10        640:  86%|████████▌ | 445/519 [03:28<00:45,  1.63it/s]
      38/80      0.94G     0.9721      1.633     0.6558      1.242          6        640:  86%|████████▌ | 445/519 [03:28<00:45,  1.63it/s]
      38/80      0.94G     0.9721      1.633     0.6558      1.242          6        640:  86%|████████▌ | 446/519 [03:28<00:37,  1.95it/s]
      38/80      0.94G     0.9721      1.635     0.6556      1.242         12        640:  86%|████████▌ | 446/519 [03:28<00:37,  1.95it/s]
      38/80      0.94G     0.9721      1.635     0.6556      1.242         12        640:  86%|████████▌ | 447/519 [03:28<00:30,  2.34it/s]
      38/80      0.94G     0.9725      1.634     0.6558      1.243          9        640:  86%|████████▌ | 447/519 [03:29<00:30,  2.34it/s]
      38/80      0.94G     0.9725      1.634     0.6558      1.243          9        640:  86%|████████▋ | 448/519 [03:29<00:25,  2.78it/s]
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      38/80      0.94G     0.9732      1.634     0.6557      1.243          8        640:  87%|████████▋ | 449/519 [03:29<00:34,  2.00it/s]
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      38/80      0.94G     0.9749      1.637      0.657      1.245          8        640:  87%|████████▋ | 451/519 [03:30<00:23,  2.90it/s]
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      38/80      0.94G     0.9742      1.635     0.6564      1.245          7        640:  87%|████████▋ | 452/519 [03:32<00:21,  3.18it/s]
      38/80      0.94G     0.9742      1.635     0.6564      1.245          7        640:  87%|████████▋ | 453/519 [03:32<00:54,  1.22it/s]
      38/80      0.94G     0.9744      1.636     0.6562      1.245         11        640:  87%|████████▋ | 453/519 [03:32<00:54,  1.22it/s]
      38/80      0.94G     0.9744      1.636     0.6562      1.245         11        640:  87%|████████▋ | 454/519 [03:32<00:41,  1.56it/s]
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      38/80      0.94G     0.9738      1.635     0.6562      1.244          7        640:  88%|████████▊ | 455/519 [03:33<00:31,  2.03it/s]
      38/80      0.94G     0.9738      1.635     0.6562      1.244          7        640:  88%|████████▊ | 456/519 [03:33<00:26,  2.37it/s]
      38/80      0.94G     0.9743      1.635     0.6574      1.244          8        640:  88%|████████▊ | 456/519 [03:34<00:26,  2.37it/s]
      38/80      0.94G     0.9743      1.635     0.6574      1.244          8        640:  88%|████████▊ | 457/519 [03:34<00:40,  1.54it/s]
      38/80      0.94G     0.9739      1.635     0.6573      1.244         14        640:  88%|████████▊ | 457/519 [03:34<00:40,  1.54it/s]
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      38/80      0.94G     0.9741      1.634     0.6573      1.244          6        640:  88%|████████▊ | 458/519 [03:34<00:31,  1.91it/s]
      38/80      0.94G     0.9741      1.634     0.6573      1.244          6        640:  88%|████████▊ | 459/519 [03:34<00:25,  2.33it/s]
      38/80      0.94G     0.9748      1.635     0.6579      1.244         11        640:  88%|████████▊ | 459/519 [03:35<00:25,  2.33it/s]
      38/80      0.94G     0.9748      1.635     0.6579      1.244         11        640:  89%|████████▊ | 460/519 [03:35<00:21,  2.72it/s]
      38/80      0.94G     0.9739      1.633     0.6572      1.244          6        640:  89%|████████▊ | 460/519 [03:35<00:21,  2.72it/s]
      38/80      0.94G     0.9739      1.633     0.6572      1.244          6        640:  89%|████████▉ | 461/519 [03:35<00:30,  1.93it/s]
      38/80      0.94G      0.974      1.633     0.6575      1.244         10        640:  89%|████████▉ | 461/519 [03:36<00:30,  1.93it/s]
      38/80      0.94G      0.974      1.633     0.6575      1.244         10        640:  89%|████████▉ | 462/519 [03:36<00:24,  2.33it/s]
      38/80      0.94G      0.974      1.632     0.6572      1.243         10        640:  89%|████████▉ | 462/519 [03:36<00:24,  2.33it/s]
      38/80      0.94G      0.974      1.632     0.6572      1.243         10        640:  89%|████████▉ | 463/519 [03:36<00:20,  2.72it/s]
      38/80      0.94G     0.9736       1.63     0.6571      1.243          7        640:  89%|████████▉ | 463/519 [03:36<00:20,  2.72it/s]
      38/80      0.94G     0.9736       1.63     0.6571      1.243          7        640:  89%|████████▉ | 464/519 [03:36<00:18,  2.98it/s]
      38/80      0.94G     0.9733       1.63     0.6568      1.244         10        640:  89%|████████▉ | 464/519 [03:37<00:18,  2.98it/s]
      38/80      0.94G     0.9733       1.63     0.6568      1.244         10        640:  90%|████████▉ | 465/519 [03:37<00:31,  1.69it/s]
      38/80      0.94G     0.9735       1.63     0.6567      1.244         12        640:  90%|████████▉ | 465/519 [03:38<00:31,  1.69it/s]
      38/80      0.94G     0.9735       1.63     0.6567      1.244         12        640:  90%|████████▉ | 466/519 [03:38<00:25,  2.08it/s]
      38/80      0.94G     0.9731      1.629     0.6562      1.244          9        640:  90%|████████▉ | 466/519 [03:38<00:25,  2.08it/s]
      38/80      0.94G     0.9731      1.629     0.6562      1.244          9        640:  90%|████████▉ | 467/519 [03:38<00:21,  2.46it/s]
      38/80      0.94G     0.9723      1.628     0.6556      1.244          8        640:  90%|████████▉ | 467/519 [03:38<00:21,  2.46it/s]
      38/80      0.94G     0.9723      1.628     0.6556      1.244          8        640:  90%|█████████ | 468/519 [03:38<00:18,  2.79it/s]
      38/80      0.94G     0.9728      1.628     0.6557      1.244         11        640:  90%|█████████ | 468/519 [03:40<00:18,  2.79it/s]
      38/80      0.94G     0.9728      1.628     0.6557      1.244         11        640:  90%|█████████ | 469/519 [03:40<00:36,  1.37it/s]
      38/80      0.94G     0.9727      1.629      0.656      1.244          7        640:  90%|█████████ | 469/519 [03:40<00:36,  1.37it/s]
      38/80      0.94G     0.9727      1.629      0.656      1.244          7        640:  91%|█████████ | 470/519 [03:40<00:28,  1.73it/s]
      38/80      0.94G     0.9727      1.628     0.6562      1.244          7        640:  91%|█████████ | 470/519 [03:40<00:28,  1.73it/s]
      38/80      0.94G     0.9727      1.628     0.6562      1.244          7        640:  91%|█████████ | 471/519 [03:40<00:23,  2.08it/s]
      38/80      0.94G     0.9723      1.628     0.6557      1.244         10        640:  91%|█████████ | 471/519 [03:40<00:23,  2.08it/s]
      38/80      0.94G     0.9723      1.628     0.6557      1.244         10        640:  91%|█████████ | 472/519 [03:40<00:18,  2.48it/s]
      38/80      0.94G     0.9723      1.627     0.6553      1.244         11        640:  91%|█████████ | 472/519 [03:42<00:18,  2.48it/s]
      38/80      0.94G     0.9723      1.627     0.6553      1.244         11        640:  91%|█████████ | 473/519 [03:42<00:28,  1.59it/s]
      38/80      0.94G     0.9729      1.629     0.6553      1.245          8        640:  91%|█████████ | 473/519 [03:42<00:28,  1.59it/s]
      38/80      0.94G     0.9729      1.629     0.6553      1.245          8        640:  91%|█████████▏| 474/519 [03:42<00:23,  1.94it/s]
      38/80      0.94G     0.9729      1.629     0.6554      1.245         11        640:  91%|█████████▏| 474/519 [03:42<00:23,  1.94it/s]
      38/80      0.94G     0.9729      1.629     0.6554      1.245         11        640:  92%|█████████▏| 475/519 [03:42<00:19,  2.28it/s]
      38/80      0.94G     0.9725      1.628     0.6551      1.244          7        640:  92%|█████████▏| 475/519 [03:42<00:19,  2.28it/s]
      38/80      0.94G     0.9725      1.628     0.6551      1.244          7        640:  92%|█████████▏| 476/519 [03:42<00:16,  2.66it/s]
      38/80      0.94G     0.9731      1.628     0.6556      1.245         11        640:  92%|█████████▏| 476/519 [03:43<00:16,  2.66it/s]
      38/80      0.94G     0.9731      1.628     0.6556      1.245         11        640:  92%|█████████▏| 477/519 [03:43<00:19,  2.15it/s]
      38/80      0.94G     0.9731      1.629     0.6559      1.245          8        640:  92%|█████████▏| 477/519 [03:43<00:19,  2.15it/s]
      38/80      0.94G     0.9731      1.629     0.6559      1.245          8        640:  92%|█████████▏| 478/519 [03:43<00:15,  2.66it/s]
      38/80      0.94G     0.9739       1.63     0.6561      1.245          9        640:  92%|█████████▏| 478/519 [03:43<00:15,  2.66it/s]
      38/80      0.94G     0.9739       1.63     0.6561      1.245          9        640:  92%|█████████▏| 479/519 [03:43<00:13,  2.90it/s]
      38/80      0.94G     0.9737       1.63      0.656      1.245          7        640:  92%|█████████▏| 479/519 [03:44<00:13,  2.90it/s]
      38/80      0.94G     0.9737       1.63      0.656      1.245          7        640:  92%|█████████▏| 480/519 [03:44<00:11,  3.28it/s]
      38/80      0.94G     0.9739       1.63      0.656      1.245         12        640:  92%|█████████▏| 480/519 [03:45<00:11,  3.28it/s]
      38/80      0.94G     0.9739       1.63      0.656      1.245         12        640:  93%|█████████▎| 481/519 [03:45<00:24,  1.56it/s]
      38/80      0.94G     0.9745       1.63     0.6564      1.246          8        640:  93%|█████████▎| 481/519 [03:45<00:24,  1.56it/s]
      38/80      0.94G     0.9745       1.63     0.6564      1.246          8        640:  93%|█████████▎| 482/519 [03:45<00:19,  1.89it/s]
      38/80      0.94G     0.9741       1.63     0.6562      1.246          9        640:  93%|█████████▎| 482/519 [03:46<00:19,  1.89it/s]
      38/80      0.94G     0.9741       1.63     0.6562      1.246          9        640:  93%|█████████▎| 483/519 [03:46<00:15,  2.26it/s]
      38/80      0.94G     0.9738      1.631     0.6559      1.246          7        640:  93%|█████████▎| 483/519 [03:46<00:15,  2.26it/s]
      38/80      0.94G     0.9738      1.631     0.6559      1.246          7        640:  93%|█████████▎| 484/519 [03:46<00:13,  2.64it/s]
      38/80      0.94G     0.9733      1.631     0.6555      1.246         10        640:  93%|█████████▎| 484/519 [03:47<00:13,  2.64it/s]
      38/80      0.94G     0.9733      1.631     0.6555      1.246         10        640:  93%|█████████▎| 485/519 [03:47<00:26,  1.30it/s]
      38/80      0.94G      0.973      1.632     0.6551      1.245          9        640:  93%|█████████▎| 485/519 [03:48<00:26,  1.30it/s]
      38/80      0.94G      0.973      1.632     0.6551      1.245          9        640:  94%|█████████▎| 486/519 [03:48<00:19,  1.68it/s]
      38/80      0.94G     0.9725      1.631     0.6546      1.245          7        640:  94%|█████████▎| 486/519 [03:48<00:19,  1.68it/s]
      38/80      0.94G     0.9725      1.631     0.6546      1.245          7        640:  94%|█████████▍| 487/519 [03:48<00:15,  2.06it/s]
      38/80      0.94G      0.973       1.63     0.6544      1.246          4        640:  94%|█████████▍| 487/519 [03:48<00:15,  2.06it/s]
      38/80      0.94G      0.973       1.63     0.6544      1.246          4        640:  94%|█████████▍| 488/519 [03:48<00:12,  2.47it/s]
      38/80      0.94G      0.973      1.629     0.6543      1.246          7        640:  94%|█████████▍| 488/519 [03:49<00:12,  2.47it/s]
      38/80      0.94G      0.973      1.629     0.6543      1.246          7        640:  94%|█████████▍| 489/519 [03:49<00:19,  1.51it/s]
      38/80      0.94G      0.973       1.63     0.6545      1.247          7        640:  94%|█████████▍| 489/519 [03:50<00:19,  1.51it/s]
      38/80      0.94G      0.973       1.63     0.6545      1.247          7        640:  94%|█████████▍| 490/519 [03:50<00:16,  1.79it/s]
      38/80      0.94G     0.9726       1.63     0.6546      1.247         10        640:  94%|█████████▍| 490/519 [03:50<00:16,  1.79it/s]
      38/80      0.94G     0.9726       1.63     0.6546      1.247         10        640:  95%|█████████▍| 491/519 [03:50<00:13,  2.12it/s]
      38/80      0.94G      0.972      1.629     0.6541      1.246         14        640:  95%|█████████▍| 491/519 [03:50<00:13,  2.12it/s]
      38/80      0.94G      0.972      1.629     0.6541      1.246         14        640:  95%|█████████▍| 492/519 [03:50<00:10,  2.57it/s]
      38/80      0.94G     0.9721      1.628     0.6539      1.246          7        640:  95%|█████████▍| 492/519 [03:51<00:10,  2.57it/s]
      38/80      0.94G     0.9721      1.628     0.6539      1.246          7        640:  95%|█████████▍| 493/519 [03:51<00:14,  1.75it/s]
      38/80      0.94G     0.9718      1.627     0.6536      1.246          9        640:  95%|█████████▍| 493/519 [03:51<00:14,  1.75it/s]
      38/80      0.94G     0.9718      1.627     0.6536      1.246          9        640:  95%|█████████▌| 494/519 [03:51<00:11,  2.17it/s]
      38/80      0.94G     0.9714      1.627     0.6534      1.246         12        640:  95%|█████████▌| 494/519 [03:52<00:11,  2.17it/s]
      38/80      0.94G     0.9714      1.627     0.6534      1.246         12        640:  95%|█████████▌| 495/519 [03:52<00:09,  2.56it/s]
      38/80      0.94G     0.9718      1.627     0.6533      1.246          9        640:  95%|█████████▌| 495/519 [03:52<00:09,  2.56it/s]
      38/80      0.94G     0.9718      1.627     0.6533      1.246          9        640:  96%|█████████▌| 496/519 [03:52<00:07,  3.05it/s]
      38/80      0.94G     0.9732      1.627      0.654      1.247          7        640:  96%|█████████▌| 496/519 [03:53<00:07,  3.05it/s]
      38/80      0.94G     0.9732      1.627      0.654      1.247          7        640:  96%|█████████▌| 497/519 [03:53<00:11,  1.89it/s]
      38/80      0.94G     0.9728      1.627      0.654      1.247          7        640:  96%|█████████▌| 497/519 [03:53<00:11,  1.89it/s]
      38/80      0.94G     0.9728      1.627      0.654      1.247          7        640:  96%|█████████▌| 498/519 [03:53<00:09,  2.21it/s]
      38/80      0.94G     0.9732      1.628     0.6546      1.247         10        640:  96%|█████████▌| 498/519 [03:53<00:09,  2.21it/s]
      38/80      0.94G     0.9732      1.628     0.6546      1.247         10        640:  96%|█████████▌| 499/519 [03:53<00:07,  2.68it/s]
      38/80      0.94G     0.9726      1.628     0.6542      1.246          9        640:  96%|█████████▌| 499/519 [03:53<00:07,  2.68it/s]
      38/80      0.94G     0.9726      1.628     0.6542      1.246          9        640:  96%|█████████▋| 500/519 [03:53<00:06,  3.04it/s]
      38/80      0.94G     0.9726      1.627      0.654      1.246          9        640:  96%|█████████▋| 500/519 [03:54<00:06,  3.04it/s]
      38/80      0.94G     0.9726      1.627      0.654      1.246          9        640:  97%|█████████▋| 501/519 [03:54<00:07,  2.31it/s]
      38/80      0.94G     0.9724      1.628     0.6543      1.246          7        640:  97%|█████████▋| 501/519 [03:55<00:07,  2.31it/s]
      38/80      0.94G     0.9724      1.628     0.6543      1.246          7        640:  97%|█████████▋| 502/519 [03:55<00:09,  1.85it/s]
      38/80      0.94G     0.9722      1.627     0.6542      1.246         12        640:  97%|█████████▋| 502/519 [03:55<00:09,  1.85it/s]
      38/80      0.94G     0.9722      1.627     0.6542      1.246         12        640:  97%|█████████▋| 503/519 [03:55<00:07,  2.28it/s]
      38/80      0.94G      0.972      1.627     0.6539      1.246         12        640:  97%|█████████▋| 503/519 [03:55<00:07,  2.28it/s]
      38/80      0.94G      0.972      1.627     0.6539      1.246         12        640:  97%|█████████▋| 504/519 [03:55<00:05,  2.66it/s]
      38/80      0.94G     0.9718      1.626     0.6537      1.246         11        640:  97%|█████████▋| 504/519 [03:56<00:05,  2.66it/s]
      38/80      0.94G     0.9718      1.626     0.6537      1.246         11        640:  97%|█████████▋| 505/519 [03:56<00:05,  2.55it/s]
      38/80      0.94G     0.9728      1.627     0.6543      1.246          8        640:  97%|█████████▋| 505/519 [03:57<00:05,  2.55it/s]
      38/80      0.94G     0.9728      1.627     0.6543      1.246          8        640:  97%|█████████▋| 506/519 [03:57<00:09,  1.40it/s]
      38/80      0.94G     0.9728      1.626      0.654      1.246         14        640:  97%|█████████▋| 506/519 [03:57<00:09,  1.40it/s]
      38/80      0.94G     0.9728      1.626      0.654      1.246         14        640:  98%|█████████▊| 507/519 [03:57<00:06,  1.72it/s]
      38/80      0.94G      0.973      1.627     0.6539      1.246         11        640:  98%|█████████▊| 507/519 [03:58<00:06,  1.72it/s]
      38/80      0.94G      0.973      1.627     0.6539      1.246         11        640:  98%|█████████▊| 508/519 [03:58<00:05,  2.09it/s]
      38/80      0.94G     0.9729      1.628     0.6544      1.246         11        640:  98%|█████████▊| 508/519 [03:58<00:05,  2.09it/s]
      38/80      0.94G     0.9729      1.628     0.6544      1.246         11        640:  98%|█████████▊| 509/519 [03:58<00:03,  2.54it/s]
      38/80      0.94G     0.9727      1.627     0.6541      1.246          9        640:  98%|█████████▊| 509/519 [03:59<00:03,  2.54it/s]
      38/80      0.94G     0.9727      1.627     0.6541      1.246          9        640:  98%|█████████▊| 510/519 [03:59<00:05,  1.50it/s]
      38/80      0.94G      0.972      1.626     0.6538      1.245         11        640:  98%|█████████▊| 510/519 [03:59<00:05,  1.50it/s]
      38/80      0.94G      0.972      1.626     0.6538      1.245         11        640:  98%|█████████▊| 511/519 [03:59<00:04,  1.90it/s]
      38/80      0.94G     0.9719      1.625     0.6535      1.245         13        640:  98%|█████████▊| 511/519 [04:00<00:04,  1.90it/s]
      38/80      0.94G     0.9719      1.625     0.6535      1.245         13        640:  99%|█████████▊| 512/519 [04:00<00:02,  2.37it/s]
      38/80      0.94G     0.9713      1.624     0.6532      1.245         13        640:  99%|█████████▊| 512/519 [04:00<00:02,  2.37it/s]
      38/80      0.94G     0.9713      1.624     0.6532      1.245         13        640:  99%|█████████▉| 513/519 [04:00<00:02,  2.90it/s]
      38/80      0.94G     0.9713      1.624     0.6533      1.244         10        640:  99%|█████████▉| 513/519 [04:00<00:02,  2.90it/s]
      38/80      0.94G     0.9713      1.624     0.6533      1.244         10        640:  99%|█████████▉| 514/519 [04:00<00:02,  2.32it/s]
      38/80      0.94G     0.9709      1.623     0.6528      1.245          8        640:  99%|█████████▉| 514/519 [04:00<00:02,  2.32it/s]
      38/80      0.94G     0.9709      1.623     0.6528      1.245          8        640:  99%|█████████▉| 515/519 [04:00<00:01,  2.97it/s]
      38/80      0.94G     0.9706      1.623     0.6525      1.245          9        640:  99%|█████████▉| 515/519 [04:01<00:01,  2.97it/s]
      38/80      0.94G     0.9706      1.623     0.6525      1.245          9        640:  99%|█████████▉| 516/519 [04:01<00:00,  3.74it/s]
      38/80      0.94G     0.9705      1.623     0.6524      1.245         15        640:  99%|█████████▉| 516/519 [04:01<00:00,  3.74it/s]
      38/80      0.94G     0.9703      1.624     0.6523      1.244         10        640:  99%|█████████▉| 516/519 [04:01<00:00,  3.74it/s]
      38/80      0.94G     0.9703      1.624     0.6523      1.244         10        640: 100%|█████████▉| 518/519 [04:01<00:00,  4.31it/s]
      38/80      0.94G       0.97      1.623     0.6523      1.244          6        640: 100%|█████████▉| 518/519 [04:01<00:00,  4.31it/s]
      38/80      0.94G       0.97      1.623     0.6523      1.244          6        640: 100%|██████████| 519/519 [04:01<00:00,  2.15it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:43,  6.30s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:59,  2.85s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:47,  1.74s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:17,  1.27s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<01:01,  1.02s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:50,  1.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:43,  1.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:37,  1.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:32,  1.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:26,  2.08it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:22,  2.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:22,  2.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:23,  2.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:22,  2.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:23,  2.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:23,  1.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:22,  2.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:23,  1.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:15<00:25,  1.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:26,  1.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  1.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:18,  2.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.31it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.56it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:05,  5.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:18<00:04,  6.41it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  7.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:19<00:03,  6.56it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.42it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.47it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:20<00:02,  6.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.59it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  7.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:21<00:01,  8.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:00,  9.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  89%|████████▉ | 58/65 [00:22<00:00,  9.51it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.60it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.80it/s]
-                   all        519        519      0.967       0.94      0.977      0.733       0.97      0.956      0.984      0.716
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
      39/80      0.94G     0.7676      1.169      0.505      1.084         14        640:   0%|          | 0/519 [00:04<?, ?it/s]
      39/80      0.94G     0.7676      1.169      0.505      1.084         14        640:   0%|          | 1/519 [00:04<35:00,  4.06s/it]
      39/80      0.94G      0.771      1.509     0.5472      1.134          9        640:   0%|          | 1/519 [00:04<35:00,  4.06s/it]
      39/80      0.94G      0.771      1.509     0.5472      1.134          9        640:   0%|          | 2/519 [00:04<15:18,  1.78s/it]
      39/80      0.94G     0.9063      1.715     0.5937      1.245          6        640:   0%|          | 2/519 [00:04<15:18,  1.78s/it]
      39/80      0.94G     0.9063      1.715     0.5937      1.245          6        640:   1%|          | 3/519 [00:04<09:41,  1.13s/it]
      39/80      0.94G     0.8895      1.617     0.5808       1.25         11        640:   1%|          | 3/519 [00:04<09:41,  1.13s/it]
      39/80      0.94G     0.8895      1.617     0.5808       1.25         11        640:   1%|          | 4/519 [00:04<06:37,  1.29it/s]
      39/80      0.94G     0.8787      1.632     0.5608      1.235         10        640:   1%|          | 4/519 [00:05<06:37,  1.29it/s]
      39/80      0.94G     0.8787      1.632     0.5608      1.235         10        640:   1%|          | 5/519 [00:05<06:30,  1.32it/s]
      39/80      0.94G     0.8685      1.606      0.572      1.234         11        640:   1%|          | 5/519 [00:05<06:30,  1.32it/s]
      39/80      0.94G     0.8685      1.606      0.572      1.234         11        640:   1%|          | 6/519 [00:05<05:00,  1.71it/s]
      39/80      0.94G     0.8679      1.524     0.5886      1.232          9        640:   1%|          | 6/519 [00:06<05:00,  1.71it/s]
      39/80      0.94G     0.8679      1.524     0.5886      1.232          9        640:   1%|▏         | 7/519 [00:06<04:00,  2.13it/s]
      39/80      0.94G      0.882      1.516     0.5869      1.223         12        640:   1%|▏         | 7/519 [00:06<04:00,  2.13it/s]
      39/80      0.94G      0.882      1.516     0.5869      1.223         12        640:   2%|▏         | 8/519 [00:06<03:24,  2.50it/s]
      39/80      0.94G     0.9447      1.531     0.6029      1.254          8        640:   2%|▏         | 8/519 [00:07<03:24,  2.50it/s]
      39/80      0.94G     0.9447      1.531     0.6029      1.254          8        640:   2%|▏         | 9/519 [00:07<04:57,  1.72it/s]
      39/80      0.94G     0.9352      1.507     0.5912      1.241         10        640:   2%|▏         | 9/519 [00:07<04:57,  1.72it/s]
      39/80      0.94G     0.9352      1.507     0.5912      1.241         10        640:   2%|▏         | 10/519 [00:07<04:54,  1.73it/s]
      39/80      0.94G     0.9422      1.524     0.5844       1.24         10        640:   2%|▏         | 10/519 [00:08<04:54,  1.73it/s]
      39/80      0.94G     0.9422      1.524     0.5844       1.24         10        640:   2%|▏         | 11/519 [00:08<03:59,  2.12it/s]
      39/80      0.94G     0.9752      1.531     0.5909      1.251         11        640:   2%|▏         | 11/519 [00:08<03:59,  2.12it/s]
      39/80      0.94G     0.9752      1.531     0.5909      1.251         11        640:   2%|▏         | 12/519 [00:08<03:19,  2.54it/s]
      39/80      0.94G     0.9706      1.509     0.5865      1.241         11        640:   2%|▏         | 12/519 [00:08<03:19,  2.54it/s]
      39/80      0.94G     0.9706      1.509     0.5865      1.241         11        640:   3%|▎         | 13/519 [00:08<03:46,  2.23it/s]
      39/80      0.94G     0.9567      1.525     0.5836      1.238          9        640:   3%|▎         | 13/519 [00:09<03:46,  2.23it/s]
      39/80      0.94G     0.9567      1.525     0.5836      1.238          9        640:   3%|▎         | 14/519 [00:09<04:22,  1.92it/s]
      39/80      0.94G     0.9448      1.514     0.5759      1.221         12        640:   3%|▎         | 14/519 [00:09<04:22,  1.92it/s]
      39/80      0.94G     0.9448      1.514     0.5759      1.221         12        640:   3%|▎         | 15/519 [00:09<03:37,  2.32it/s]
      39/80      0.94G     0.9519      1.524     0.5752      1.226          8        640:   3%|▎         | 15/519 [00:10<03:37,  2.32it/s]
      39/80      0.94G     0.9519      1.524     0.5752      1.226          8        640:   3%|▎         | 16/519 [00:10<03:12,  2.61it/s]
      39/80      0.94G     0.9415       1.51     0.5881      1.228          9        640:   3%|▎         | 16/519 [00:10<03:12,  2.61it/s]
      39/80      0.94G     0.9415       1.51     0.5881      1.228          9        640:   3%|▎         | 17/519 [00:10<03:47,  2.21it/s]
      39/80      0.94G      0.948      1.504     0.5838      1.244          9        640:   3%|▎         | 17/519 [00:11<03:47,  2.21it/s]
      39/80      0.94G      0.948      1.504     0.5838      1.244          9        640:   3%|▎         | 18/519 [00:11<03:37,  2.31it/s]
      39/80      0.94G     0.9626      1.517     0.5904      1.259          6        640:   3%|▎         | 18/519 [00:11<03:37,  2.31it/s]
      39/80      0.94G     0.9626      1.517     0.5904      1.259          6        640:   4%|▎         | 19/519 [00:11<03:23,  2.46it/s]
      39/80      0.94G     0.9596      1.529     0.5938      1.255         12        640:   4%|▎         | 19/519 [00:11<03:23,  2.46it/s]
      39/80      0.94G     0.9596      1.529     0.5938      1.255         12        640:   4%|▍         | 20/519 [00:11<03:01,  2.75it/s]
      39/80      0.94G      0.996      1.575     0.6211       1.28          9        640:   4%|▍         | 20/519 [00:11<03:01,  2.75it/s]
      39/80      0.94G      0.996      1.575     0.6211       1.28          9        640:   4%|▍         | 21/519 [00:11<02:51,  2.90it/s]
      39/80      0.94G      1.004      1.547     0.6124      1.288          6        640:   4%|▍         | 21/519 [00:12<02:51,  2.90it/s]
      39/80      0.94G      1.004      1.547     0.6124      1.288          6        640:   4%|▍         | 22/519 [00:12<03:58,  2.09it/s]
      39/80      0.94G     0.9961      1.547     0.6053      1.285          9        640:   4%|▍         | 22/519 [00:12<03:58,  2.09it/s]
      39/80      0.94G     0.9961      1.547     0.6053      1.285          9        640:   4%|▍         | 23/519 [00:12<03:19,  2.48it/s]
      39/80      0.94G     0.9988      1.557     0.6018      1.286         14        640:   4%|▍         | 23/519 [00:13<03:19,  2.48it/s]
      39/80      0.94G     0.9988      1.557     0.6018      1.286         14        640:   5%|▍         | 24/519 [00:13<03:01,  2.73it/s]
      39/80      0.94G     0.9842      1.546     0.5969      1.276          9        640:   5%|▍         | 24/519 [00:13<03:01,  2.73it/s]
      39/80      0.94G     0.9842      1.546     0.5969      1.276          9        640:   5%|▍         | 25/519 [00:13<03:18,  2.49it/s]
      39/80      0.94G     0.9804       1.55     0.5972       1.27          9        640:   5%|▍         | 25/519 [00:14<03:18,  2.49it/s]
      39/80      0.94G     0.9804       1.55     0.5972       1.27          9        640:   5%|▌         | 26/519 [00:14<04:47,  1.72it/s]
      39/80      0.94G     0.9739      1.561     0.5991       1.27         10        640:   5%|▌         | 26/519 [00:15<04:47,  1.72it/s]
      39/80      0.94G     0.9739      1.561     0.5991       1.27         10        640:   5%|▌         | 27/519 [00:15<04:03,  2.02it/s]
      39/80      0.94G     0.9813      1.586     0.6083      1.272         12        640:   5%|▌         | 27/519 [00:15<04:03,  2.02it/s]
      39/80      0.94G     0.9813      1.586     0.6083      1.272         12        640:   5%|▌         | 28/519 [00:15<03:17,  2.48it/s]
      39/80      0.94G     0.9736      1.572     0.6019      1.267          9        640:   5%|▌         | 28/519 [00:15<03:17,  2.48it/s]
      39/80      0.94G     0.9736      1.572     0.6019      1.267          9        640:   6%|▌         | 29/519 [00:15<03:44,  2.18it/s]
      39/80      0.94G     0.9707       1.59     0.6001      1.264         10        640:   6%|▌         | 29/519 [00:16<03:44,  2.18it/s]
      39/80      0.94G     0.9707       1.59     0.6001      1.264         10        640:   6%|▌         | 30/519 [00:16<03:52,  2.11it/s]
      39/80      0.94G     0.9692      1.573     0.6011      1.267          6        640:   6%|▌         | 30/519 [00:16<03:52,  2.11it/s]
      39/80      0.94G     0.9692      1.573     0.6011      1.267          6        640:   6%|▌         | 31/519 [00:16<03:19,  2.45it/s]
      39/80      0.94G     0.9726      1.608      0.606      1.273         11        640:   6%|▌         | 31/519 [00:16<03:19,  2.45it/s]
      39/80      0.94G     0.9726      1.608      0.606      1.273         11        640:   6%|▌         | 32/519 [00:16<02:45,  2.94it/s]
      39/80      0.94G     0.9648        1.6     0.6023      1.265         12        640:   6%|▌         | 32/519 [00:17<02:45,  2.94it/s]
      39/80      0.94G     0.9648        1.6     0.6023      1.265         12        640:   6%|▋         | 33/519 [00:17<03:11,  2.53it/s]
      39/80      0.94G      0.962      1.599      0.598      1.262         11        640:   6%|▋         | 33/519 [00:18<03:11,  2.53it/s]
      39/80      0.94G      0.962      1.599      0.598      1.262         11        640:   7%|▋         | 34/519 [00:18<05:16,  1.53it/s]
      39/80      0.94G     0.9584      1.597     0.5976      1.258          9        640:   7%|▋         | 34/519 [00:18<05:16,  1.53it/s]
      39/80      0.94G     0.9584      1.597     0.5976      1.258          9        640:   7%|▋         | 35/519 [00:18<04:30,  1.79it/s]
      39/80      0.94G     0.9508      1.593      0.593      1.251         10        640:   7%|▋         | 35/519 [00:19<04:30,  1.79it/s]
      39/80      0.94G     0.9508      1.593      0.593      1.251         10        640:   7%|▋         | 36/519 [00:19<03:44,  2.15it/s]
      39/80      0.94G     0.9558      1.614     0.5956      1.255          9        640:   7%|▋         | 36/519 [00:19<03:44,  2.15it/s]
      39/80      0.94G     0.9558      1.614     0.5956      1.255          9        640:   7%|▋         | 37/519 [00:19<03:05,  2.60it/s]
      39/80      0.94G      0.954      1.601     0.5978      1.255         10        640:   7%|▋         | 37/519 [00:20<03:05,  2.60it/s]
      39/80      0.94G      0.954      1.601     0.5978      1.255         10        640:   7%|▋         | 38/519 [00:20<05:46,  1.39it/s]
      39/80      0.94G     0.9477      1.597     0.5929      1.249          7        640:   7%|▋         | 38/519 [00:21<05:46,  1.39it/s]
      39/80      0.94G     0.9477      1.597     0.5929      1.249          7        640:   8%|▊         | 39/519 [00:21<04:41,  1.70it/s]
      39/80      0.94G     0.9521      1.598      0.594       1.25          8        640:   8%|▊         | 39/519 [00:21<04:41,  1.70it/s]
      39/80      0.94G     0.9521      1.598      0.594       1.25          8        640:   8%|▊         | 40/519 [00:21<03:49,  2.09it/s]
      39/80      0.94G     0.9492      1.592     0.5891      1.245         11        640:   8%|▊         | 40/519 [00:21<03:49,  2.09it/s]
      39/80      0.94G     0.9492      1.592     0.5891      1.245         11        640:   8%|▊         | 41/519 [00:21<03:15,  2.44it/s]
      39/80      0.94G      0.944      1.575     0.5869       1.24         13        640:   8%|▊         | 41/519 [00:22<03:15,  2.44it/s]
      39/80      0.94G      0.944      1.575     0.5869       1.24         13        640:   8%|▊         | 42/519 [00:22<03:32,  2.25it/s]
      39/80      0.94G     0.9514      1.589     0.5953      1.244         12        640:   8%|▊         | 42/519 [00:22<03:32,  2.25it/s]
      39/80      0.94G     0.9514      1.589     0.5953      1.244         12        640:   8%|▊         | 43/519 [00:22<03:15,  2.43it/s]
      39/80      0.94G     0.9491      1.592     0.5922      1.243          9        640:   8%|▊         | 43/519 [00:22<03:15,  2.43it/s]
      39/80      0.94G     0.9491      1.592     0.5922      1.243          9        640:   8%|▊         | 44/519 [00:22<02:44,  2.88it/s]
      39/80      0.94G     0.9471      1.587     0.5968      1.239          9        640:   8%|▊         | 44/519 [00:23<02:44,  2.88it/s]
      39/80      0.94G     0.9471      1.587     0.5968      1.239          9        640:   9%|▊         | 45/519 [00:23<03:12,  2.47it/s]
      39/80      0.94G     0.9453       1.59     0.5944      1.235         11        640:   9%|▊         | 45/519 [00:23<03:12,  2.47it/s]
      39/80      0.94G     0.9453       1.59     0.5944      1.235         11        640:   9%|▉         | 46/519 [00:23<03:40,  2.15it/s]
      39/80      0.94G     0.9469       1.59      0.598      1.236         12        640:   9%|▉         | 46/519 [00:23<03:40,  2.15it/s]
      39/80      0.94G     0.9469       1.59      0.598      1.236         12        640:   9%|▉         | 47/519 [00:23<03:05,  2.54it/s]
      39/80      0.94G      0.953      1.596     0.6002       1.24          8        640:   9%|▉         | 47/519 [00:24<03:05,  2.54it/s]
      39/80      0.94G      0.953      1.596     0.6002       1.24          8        640:   9%|▉         | 48/519 [00:24<02:43,  2.88it/s]
      39/80      0.94G     0.9522      1.603     0.5999      1.239         12        640:   9%|▉         | 48/519 [00:25<02:43,  2.88it/s]
      39/80      0.94G     0.9522      1.603     0.5999      1.239         12        640:   9%|▉         | 49/519 [00:25<03:50,  2.04it/s]
      39/80      0.94G     0.9572      1.604      0.608      1.243          8        640:   9%|▉         | 49/519 [00:25<03:50,  2.04it/s]
      39/80      0.94G     0.9572      1.604      0.608      1.243          8        640:  10%|▉         | 50/519 [00:25<03:11,  2.45it/s]
      39/80      0.94G     0.9571      1.598     0.6077      1.241         14        640:  10%|▉         | 50/519 [00:25<03:11,  2.45it/s]
      39/80      0.94G     0.9571      1.598     0.6077      1.241         14        640:  10%|▉         | 51/519 [00:25<03:03,  2.54it/s]
      39/80      0.94G     0.9548      1.599     0.6082       1.24         10        640:  10%|▉         | 51/519 [00:25<03:03,  2.54it/s]
      39/80      0.94G     0.9548      1.599     0.6082       1.24         10        640:  10%|█         | 52/519 [00:25<02:42,  2.88it/s]
      39/80      0.94G     0.9582      1.599     0.6107      1.241          8        640:  10%|█         | 52/519 [00:26<02:42,  2.88it/s]
      39/80      0.94G     0.9582      1.599     0.6107      1.241          8        640:  10%|█         | 53/519 [00:26<04:27,  1.74it/s]
      39/80      0.94G     0.9638        1.6     0.6108      1.244          7        640:  10%|█         | 53/519 [00:27<04:27,  1.74it/s]
      39/80      0.94G     0.9638        1.6     0.6108      1.244          7        640:  10%|█         | 54/519 [00:27<03:33,  2.18it/s]
      39/80      0.94G     0.9609      1.603     0.6073      1.241          8        640:  10%|█         | 54/519 [00:27<03:33,  2.18it/s]
      39/80      0.94G     0.9609      1.603     0.6073      1.241          8        640:  11%|█         | 55/519 [00:27<03:14,  2.39it/s]
      39/80      0.94G     0.9588      1.601     0.6052      1.238         12        640:  11%|█         | 55/519 [00:27<03:14,  2.39it/s]
      39/80      0.94G     0.9588      1.601     0.6052      1.238         12        640:  11%|█         | 56/519 [00:27<02:47,  2.77it/s]
      39/80      0.94G     0.9591      1.594     0.6035      1.237          9        640:  11%|█         | 56/519 [00:28<02:47,  2.77it/s]
      39/80      0.94G     0.9591      1.594     0.6035      1.237          9        640:  11%|█         | 57/519 [00:28<04:00,  1.92it/s]
      39/80      0.94G     0.9567      1.596     0.6022      1.235         10        640:  11%|█         | 57/519 [00:28<04:00,  1.92it/s]
      39/80      0.94G     0.9567      1.596     0.6022      1.235         10        640:  11%|█         | 58/519 [00:28<03:22,  2.28it/s]
      39/80      0.94G     0.9536      1.588     0.5993      1.234         12        640:  11%|█         | 58/519 [00:29<03:22,  2.28it/s]
      39/80      0.94G     0.9536      1.588     0.5993      1.234         12        640:  11%|█▏        | 59/519 [00:29<03:31,  2.17it/s]
      39/80      0.94G     0.9606      1.593     0.5992      1.234         13        640:  11%|█▏        | 59/519 [00:29<03:31,  2.17it/s]
      39/80      0.94G     0.9606      1.593     0.5992      1.234         13        640:  12%|█▏        | 60/519 [00:29<03:03,  2.51it/s]
      39/80      0.94G     0.9588      1.594     0.6017      1.233         12        640:  12%|█▏        | 60/519 [00:30<03:03,  2.51it/s]
      39/80      0.94G     0.9588      1.594     0.6017      1.233         12        640:  12%|█▏        | 61/519 [00:30<03:54,  1.96it/s]
      39/80      0.94G     0.9573      1.589     0.6033       1.23         11        640:  12%|█▏        | 61/519 [00:30<03:54,  1.96it/s]
      39/80      0.94G     0.9573      1.589     0.6033       1.23         11        640:  12%|█▏        | 62/519 [00:30<03:14,  2.35it/s]
      39/80      0.94G     0.9532      1.585     0.6024      1.227          8        640:  12%|█▏        | 62/519 [00:30<03:14,  2.35it/s]
      39/80      0.94G     0.9532      1.585     0.6024      1.227          8        640:  12%|█▏        | 63/519 [00:30<03:01,  2.51it/s]
      39/80      0.94G     0.9495      1.582      0.601      1.224         11        640:  12%|█▏        | 63/519 [00:31<03:01,  2.51it/s]
      39/80      0.94G     0.9495      1.582      0.601      1.224         11        640:  12%|█▏        | 64/519 [00:31<02:46,  2.73it/s]
      39/80      0.94G     0.9501      1.594      0.602      1.224         10        640:  12%|█▏        | 64/519 [00:31<02:46,  2.73it/s]
      39/80      0.94G     0.9501      1.594      0.602      1.224         10        640:  13%|█▎        | 65/519 [00:31<02:49,  2.69it/s]
      39/80      0.94G     0.9547      1.593     0.6039      1.225          8        640:  13%|█▎        | 65/519 [00:31<02:49,  2.69it/s]
      39/80      0.94G     0.9547      1.593     0.6039      1.225          8        640:  13%|█▎        | 66/519 [00:31<02:33,  2.96it/s]
      39/80      0.94G     0.9593      1.596     0.6088       1.23         10        640:  13%|█▎        | 66/519 [00:32<02:33,  2.96it/s]
      39/80      0.94G     0.9593      1.596     0.6088       1.23         10        640:  13%|█▎        | 67/519 [00:32<03:06,  2.42it/s]
      39/80      0.94G     0.9615      1.597     0.6103      1.232         10        640:  13%|█▎        | 67/519 [00:32<03:06,  2.42it/s]
      39/80      0.94G     0.9615      1.597     0.6103      1.232         10        640:  13%|█▎        | 68/519 [00:32<02:47,  2.69it/s]
      39/80      0.94G     0.9594      1.592     0.6125      1.231         11        640:  13%|█▎        | 68/519 [00:33<02:47,  2.69it/s]
      39/80      0.94G     0.9594      1.592     0.6125      1.231         11        640:  13%|█▎        | 69/519 [00:33<03:24,  2.20it/s]
      39/80      0.94G     0.9564      1.589     0.6102      1.229          7        640:  13%|█▎        | 69/519 [00:33<03:24,  2.20it/s]
      39/80      0.94G     0.9564      1.589     0.6102      1.229          7        640:  13%|█▎        | 70/519 [00:33<03:07,  2.40it/s]
      39/80      0.94G     0.9552      1.582     0.6091       1.23          8        640:  13%|█▎        | 70/519 [00:34<03:07,  2.40it/s]
      39/80      0.94G     0.9552      1.582     0.6091       1.23          8        640:  14%|█▎        | 71/519 [00:34<04:40,  1.60it/s]
      39/80      0.94G     0.9576      1.585     0.6098       1.23          8        640:  14%|█▎        | 71/519 [00:35<04:40,  1.60it/s]
      39/80      0.94G     0.9576      1.585     0.6098       1.23          8        640:  14%|█▍        | 72/519 [00:35<03:44,  1.99it/s]
      39/80      0.94G     0.9552      1.584     0.6069       1.23         14        640:  14%|█▍        | 72/519 [00:35<03:44,  1.99it/s]
      39/80      0.94G     0.9552      1.584     0.6069       1.23         14        640:  14%|█▍        | 73/519 [00:35<03:23,  2.19it/s]
      39/80      0.94G     0.9517      1.579     0.6062      1.227          8        640:  14%|█▍        | 73/519 [00:35<03:23,  2.19it/s]
      39/80      0.94G     0.9517      1.579     0.6062      1.227          8        640:  14%|█▍        | 74/519 [00:35<03:21,  2.20it/s]
      39/80      0.94G     0.9499      1.579      0.604      1.226          9        640:  14%|█▍        | 74/519 [00:36<03:21,  2.20it/s]
      39/80      0.94G     0.9499      1.579      0.604      1.226          9        640:  14%|█▍        | 75/519 [00:36<03:59,  1.85it/s]
      39/80      0.94G     0.9496      1.578     0.6033      1.224         13        640:  14%|█▍        | 75/519 [00:36<03:59,  1.85it/s]
      39/80      0.94G     0.9496      1.578     0.6033      1.224         13        640:  15%|█▍        | 76/519 [00:36<03:15,  2.26it/s]
      39/80      0.94G     0.9496      1.581     0.6029      1.222         15        640:  15%|█▍        | 76/519 [00:37<03:15,  2.26it/s]
      39/80      0.94G     0.9496      1.581     0.6029      1.222         15        640:  15%|█▍        | 77/519 [00:37<02:48,  2.62it/s]
      39/80      0.94G     0.9454      1.574     0.5996      1.219          8        640:  15%|█▍        | 77/519 [00:37<02:48,  2.62it/s]
      39/80      0.94G     0.9454      1.574     0.5996      1.219          8        640:  15%|█▌        | 78/519 [00:37<03:01,  2.42it/s]
      39/80      0.94G     0.9432      1.581     0.5994      1.218         11        640:  15%|█▌        | 78/519 [00:38<03:01,  2.42it/s]
      39/80      0.94G     0.9432      1.581     0.5994      1.218         11        640:  15%|█▌        | 79/519 [00:38<04:20,  1.69it/s]
      39/80      0.94G     0.9425      1.582     0.5991      1.217         10        640:  15%|█▌        | 79/519 [00:38<04:20,  1.69it/s]
      39/80      0.94G     0.9425      1.582     0.5991      1.217         10        640:  15%|█▌        | 80/519 [00:38<03:24,  2.14it/s]
      39/80      0.94G     0.9409       1.58     0.5971      1.215         10        640:  15%|█▌        | 80/519 [00:38<03:24,  2.14it/s]
      39/80      0.94G     0.9409       1.58     0.5971      1.215         10        640:  16%|█▌        | 81/519 [00:38<02:55,  2.50it/s]
      39/80      0.94G      0.943      1.579     0.6026      1.216         11        640:  16%|█▌        | 81/519 [00:39<02:55,  2.50it/s]
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      39/80      0.94G     0.9413      1.578     0.6009      1.215         13        640:  16%|█▌        | 82/519 [00:40<03:20,  2.18it/s]
      39/80      0.94G     0.9413      1.578     0.6009      1.215         13        640:  16%|█▌        | 83/519 [00:40<03:52,  1.87it/s]
      39/80      0.94G     0.9418      1.582     0.6028      1.216         10        640:  16%|█▌        | 83/519 [00:40<03:52,  1.87it/s]
      39/80      0.94G     0.9418      1.582     0.6028      1.216         10        640:  16%|█▌        | 84/519 [00:40<03:20,  2.17it/s]
      39/80      0.94G     0.9426      1.581     0.6048      1.215          8        640:  16%|█▌        | 84/519 [00:40<03:20,  2.17it/s]
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      39/80      0.94G     0.9382      1.577     0.6022      1.214         10        640:  16%|█▋        | 85/519 [00:41<02:47,  2.58it/s]
      39/80      0.94G     0.9382      1.577     0.6022      1.214         10        640:  17%|█▋        | 86/519 [00:41<02:37,  2.74it/s]
      39/80      0.94G     0.9381      1.574     0.6008      1.213          8        640:  17%|█▋        | 86/519 [00:41<02:37,  2.74it/s]
      39/80      0.94G     0.9381      1.574     0.6008      1.213          8        640:  17%|█▋        | 87/519 [00:41<03:34,  2.02it/s]
      39/80      0.94G     0.9389      1.573     0.6029      1.213         14        640:  17%|█▋        | 87/519 [00:42<03:34,  2.02it/s]
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      39/80      0.94G     0.9438       1.58     0.6063      1.215          9        640:  17%|█▋        | 88/519 [00:42<03:00,  2.39it/s]
      39/80      0.94G     0.9438       1.58     0.6063      1.215          9        640:  17%|█▋        | 89/519 [00:42<03:45,  1.91it/s]
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      39/80      0.94G     0.9407      1.584     0.6064      1.213          6        640:  18%|█▊        | 92/519 [00:44<02:50,  2.50it/s]
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      39/80      0.94G     0.9423      1.584     0.6074      1.214          7        640:  18%|█▊        | 93/519 [00:44<03:19,  2.13it/s]
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      39/80      0.94G      0.967      1.628     0.6193      1.233         13        640:  31%|███       | 160/519 [01:14<02:08,  2.79it/s]
      39/80      0.94G      0.967      1.628     0.6193      1.233         13        640:  31%|███       | 161/519 [01:14<03:18,  1.81it/s]
      39/80      0.94G     0.9656      1.626      0.618      1.232          8        640:  31%|███       | 161/519 [01:15<03:18,  1.81it/s]
      39/80      0.94G     0.9656      1.626      0.618      1.232          8        640:  31%|███       | 162/519 [01:15<02:46,  2.15it/s]
      39/80      0.94G     0.9642      1.623     0.6171      1.231         13        640:  31%|███       | 162/519 [01:15<02:46,  2.15it/s]
      39/80      0.94G     0.9642      1.623     0.6171      1.231         13        640:  31%|███▏      | 163/519 [01:15<02:24,  2.46it/s]
      39/80      0.94G      0.964      1.624     0.6172      1.231          9        640:  31%|███▏      | 163/519 [01:16<02:24,  2.46it/s]
      39/80      0.94G      0.964      1.624     0.6172      1.231          9        640:  32%|███▏      | 164/519 [01:16<03:20,  1.77it/s]
      39/80      0.94G     0.9641      1.624     0.6183      1.231         10        640:  32%|███▏      | 164/519 [01:16<03:20,  1.77it/s]
      39/80      0.94G     0.9641      1.624     0.6183      1.231         10        640:  32%|███▏      | 165/519 [01:16<02:45,  2.13it/s]
      39/80      0.94G     0.9638      1.628     0.6183       1.23         10        640:  32%|███▏      | 165/519 [01:16<02:45,  2.13it/s]
      39/80      0.94G     0.9638      1.628     0.6183       1.23         10        640:  32%|███▏      | 166/519 [01:16<02:18,  2.56it/s]
      39/80      0.94G     0.9641      1.628     0.6174      1.232          6        640:  32%|███▏      | 166/519 [01:16<02:18,  2.56it/s]
      39/80      0.94G     0.9641      1.628     0.6174      1.232          6        640:  32%|███▏      | 167/519 [01:16<02:01,  2.89it/s]
      39/80      0.94G     0.9625      1.625     0.6158       1.23          8        640:  32%|███▏      | 167/519 [01:18<02:01,  2.89it/s]
      39/80      0.94G     0.9625      1.625     0.6158       1.23          8        640:  32%|███▏      | 168/519 [01:18<03:29,  1.68it/s]
      39/80      0.94G     0.9642      1.625     0.6159      1.231         10        640:  32%|███▏      | 168/519 [01:18<03:29,  1.68it/s]
      39/80      0.94G     0.9642      1.625     0.6159      1.231         10        640:  33%|███▎      | 169/519 [01:18<02:51,  2.04it/s]
      39/80      0.94G     0.9645      1.626     0.6165       1.23         16        640:  33%|███▎      | 169/519 [01:18<02:51,  2.04it/s]
      39/80      0.94G     0.9645      1.626     0.6165       1.23         16        640:  33%|███▎      | 170/519 [01:18<02:25,  2.39it/s]
      39/80      0.94G     0.9658      1.629     0.6158      1.231         12        640:  33%|███▎      | 170/519 [01:18<02:25,  2.39it/s]
      39/80      0.94G     0.9658      1.629     0.6158      1.231         12        640:  33%|███▎      | 171/519 [01:18<02:03,  2.82it/s]
      39/80      0.94G     0.9648      1.627     0.6157      1.231          6        640:  33%|███▎      | 171/519 [01:19<02:03,  2.82it/s]
      39/80      0.94G     0.9648      1.627     0.6157      1.231          6        640:  33%|███▎      | 172/519 [01:19<03:15,  1.78it/s]
      39/80      0.94G     0.9645      1.625     0.6159      1.232          7        640:  33%|███▎      | 172/519 [01:20<03:15,  1.78it/s]
      39/80      0.94G     0.9645      1.625     0.6159      1.232          7        640:  33%|███▎      | 173/519 [01:20<02:42,  2.13it/s]
      39/80      0.94G     0.9631      1.621      0.615       1.23         15        640:  33%|███▎      | 173/519 [01:20<02:42,  2.13it/s]
      39/80      0.94G     0.9631      1.621      0.615       1.23         15        640:  34%|███▎      | 174/519 [01:20<02:16,  2.53it/s]
      39/80      0.94G     0.9627       1.62     0.6159      1.229         10        640:  34%|███▎      | 174/519 [01:20<02:16,  2.53it/s]
      39/80      0.94G     0.9627       1.62     0.6159      1.229         10        640:  34%|███▎      | 175/519 [01:20<02:00,  2.84it/s]
      39/80      0.94G     0.9635      1.627     0.6163       1.23          8        640:  34%|███▎      | 175/519 [01:21<02:00,  2.84it/s]
      39/80      0.94G     0.9635      1.627     0.6163       1.23          8        640:  34%|███▍      | 176/519 [01:21<02:59,  1.91it/s]
      39/80      0.94G     0.9642      1.629     0.6166      1.231          9        640:  34%|███▍      | 176/519 [01:21<02:59,  1.91it/s]
      39/80      0.94G     0.9642      1.629     0.6166      1.231          9        640:  34%|███▍      | 177/519 [01:21<02:29,  2.29it/s]
      39/80      0.94G     0.9631      1.627     0.6169      1.231         10        640:  34%|███▍      | 177/519 [01:22<02:29,  2.29it/s]
      39/80      0.94G     0.9631      1.627     0.6169      1.231         10        640:  34%|███▍      | 178/519 [01:22<02:53,  1.97it/s]
      39/80      0.94G     0.9623      1.628     0.6166       1.23          8        640:  34%|███▍      | 178/519 [01:22<02:53,  1.97it/s]
      39/80      0.94G     0.9623      1.628     0.6166       1.23          8        640:  34%|███▍      | 179/519 [01:22<02:35,  2.19it/s]
      39/80      0.94G     0.9615      1.632      0.616      1.229         12        640:  34%|███▍      | 179/519 [01:23<02:35,  2.19it/s]
      39/80      0.94G     0.9615      1.632      0.616      1.229         12        640:  35%|███▍      | 180/519 [01:23<02:40,  2.11it/s]
      39/80      0.94G     0.9622      1.629     0.6156       1.23          8        640:  35%|███▍      | 180/519 [01:23<02:40,  2.11it/s]
      39/80      0.94G     0.9622      1.629     0.6156       1.23          8        640:  35%|███▍      | 181/519 [01:23<02:16,  2.48it/s]
      39/80      0.94G     0.9605      1.627     0.6148      1.229         14        640:  35%|███▍      | 181/519 [01:24<02:16,  2.48it/s]
      39/80      0.94G     0.9605      1.627     0.6148      1.229         14        640:  35%|███▌      | 182/519 [01:24<03:19,  1.69it/s]
      39/80      0.94G     0.9592      1.624     0.6136      1.228          9        640:  35%|███▌      | 182/519 [01:24<03:19,  1.69it/s]
      39/80      0.94G     0.9592      1.624     0.6136      1.228          9        640:  35%|███▌      | 183/519 [01:24<02:39,  2.10it/s]
      39/80      0.94G     0.9601      1.623     0.6139      1.228         15        640:  35%|███▌      | 183/519 [01:24<02:39,  2.10it/s]
      39/80      0.94G     0.9601      1.623     0.6139      1.228         15        640:  35%|███▌      | 184/519 [01:24<02:10,  2.57it/s]
      39/80      0.94G     0.9589      1.621     0.6139      1.227         13        640:  35%|███▌      | 184/519 [01:25<02:10,  2.57it/s]
      39/80      0.94G     0.9589      1.621     0.6139      1.227         13        640:  36%|███▌      | 185/519 [01:25<01:55,  2.88it/s]
      39/80      0.94G     0.9603      1.621     0.6147      1.228         11        640:  36%|███▌      | 185/519 [01:25<01:55,  2.88it/s]
      39/80      0.94G     0.9603      1.621     0.6147      1.228         11        640:  36%|███▌      | 186/519 [01:25<02:39,  2.09it/s]
      39/80      0.94G     0.9606       1.62     0.6144      1.229          8        640:  36%|███▌      | 186/519 [01:26<02:39,  2.09it/s]
      39/80      0.94G     0.9606       1.62     0.6144      1.229          8        640:  36%|███▌      | 187/519 [01:26<02:15,  2.45it/s]
      39/80      0.94G      0.961      1.623     0.6141      1.229         13        640:  36%|███▌      | 187/519 [01:26<02:15,  2.45it/s]
      39/80      0.94G      0.961      1.623     0.6141      1.229         13        640:  36%|███▌      | 188/519 [01:26<01:53,  2.92it/s]
      39/80      0.94G     0.9605       1.62     0.6135      1.229         12        640:  36%|███▌      | 188/519 [01:26<01:53,  2.92it/s]
      39/80      0.94G     0.9605       1.62     0.6135      1.229         12        640:  36%|███▋      | 189/519 [01:26<01:42,  3.23it/s]
      39/80      0.94G     0.9613      1.619     0.6135      1.231          8        640:  36%|███▋      | 189/519 [01:28<01:42,  3.23it/s]
      39/80      0.94G     0.9613      1.619     0.6135      1.231          8        640:  37%|███▋      | 190/519 [01:28<04:02,  1.36it/s]
      39/80      0.94G     0.9617      1.619     0.6137      1.231         11        640:  37%|███▋      | 190/519 [01:28<04:02,  1.36it/s]
      39/80      0.94G     0.9617      1.619     0.6137      1.231         11        640:  37%|███▋      | 191/519 [01:28<03:17,  1.66it/s]
      39/80      0.94G     0.9616      1.619     0.6146      1.231         11        640:  37%|███▋      | 191/519 [01:28<03:17,  1.66it/s]
      39/80      0.94G     0.9616      1.619     0.6146      1.231         11        640:  37%|███▋      | 192/519 [01:28<02:36,  2.09it/s]
      39/80      0.94G     0.9618      1.619     0.6148      1.232          7        640:  37%|███▋      | 192/519 [01:29<02:36,  2.09it/s]
      39/80      0.94G     0.9618      1.619     0.6148      1.232          7        640:  37%|███▋      | 193/519 [01:29<02:13,  2.45it/s]
      39/80      0.94G     0.9625      1.622     0.6163      1.233         12        640:  37%|███▋      | 193/519 [01:30<02:13,  2.45it/s]
      39/80      0.94G     0.9625      1.622     0.6163      1.233         12        640:  37%|███▋      | 194/519 [01:30<04:06,  1.32it/s]
      39/80      0.94G     0.9611       1.62     0.6155      1.232         11        640:  37%|███▋      | 194/519 [01:30<04:06,  1.32it/s]
      39/80      0.94G     0.9611       1.62     0.6155      1.232         11        640:  38%|███▊      | 195/519 [01:30<03:21,  1.61it/s]
      39/80      0.94G     0.9615      1.624     0.6164      1.232          8        640:  38%|███▊      | 195/519 [01:31<03:21,  1.61it/s]
      39/80      0.94G     0.9615      1.624     0.6164      1.232          8        640:  38%|███▊      | 196/519 [01:31<02:48,  1.92it/s]
      39/80      0.94G     0.9614      1.625     0.6163      1.232         14        640:  38%|███▊      | 196/519 [01:31<02:48,  1.92it/s]
      39/80      0.94G     0.9614      1.625     0.6163      1.232         14        640:  38%|███▊      | 197/519 [01:31<02:24,  2.23it/s]
      39/80      0.94G     0.9619      1.627     0.6181      1.232         14        640:  38%|███▊      | 197/519 [01:32<02:24,  2.23it/s]
      39/80      0.94G     0.9619      1.627     0.6181      1.232         14        640:  38%|███▊      | 198/519 [01:32<02:51,  1.87it/s]
      39/80      0.94G     0.9619      1.625     0.6187      1.231         10        640:  38%|███▊      | 198/519 [01:32<02:51,  1.87it/s]
      39/80      0.94G     0.9619      1.625     0.6187      1.231         10        640:  38%|███▊      | 199/519 [01:32<02:18,  2.30it/s]
      39/80      0.94G     0.9625       1.63     0.6192      1.232          8        640:  38%|███▊      | 199/519 [01:32<02:18,  2.30it/s]
      39/80      0.94G     0.9625       1.63     0.6192      1.232          8        640:  39%|███▊      | 200/519 [01:32<02:03,  2.59it/s]
      39/80      0.94G     0.9636      1.631     0.6197      1.235          6        640:  39%|███▊      | 200/519 [01:32<02:03,  2.59it/s]
      39/80      0.94G     0.9636      1.631     0.6197      1.235          6        640:  39%|███▊      | 201/519 [01:32<01:45,  3.01it/s]
      39/80      0.94G     0.9641       1.63     0.6194      1.235         11        640:  39%|███▊      | 201/519 [01:33<01:45,  3.01it/s]
      39/80      0.94G     0.9641       1.63     0.6194      1.235         11        640:  39%|███▉      | 202/519 [01:33<02:05,  2.52it/s]
      39/80      0.94G     0.9654      1.632     0.6194      1.236         12        640:  39%|███▉      | 202/519 [01:33<02:05,  2.52it/s]
      39/80      0.94G     0.9654      1.632     0.6194      1.236         12        640:  39%|███▉      | 203/519 [01:33<01:48,  2.92it/s]
      39/80      0.94G     0.9643      1.633     0.6188      1.235         10        640:  39%|███▉      | 203/519 [01:33<01:48,  2.92it/s]
      39/80      0.94G     0.9643      1.633     0.6188      1.235         10        640:  39%|███▉      | 204/519 [01:33<01:36,  3.26it/s]
      39/80      0.94G      0.965      1.634     0.6206      1.236          8        640:  39%|███▉      | 204/519 [01:34<01:36,  3.26it/s]
      39/80      0.94G      0.965      1.634     0.6206      1.236          8        640:  39%|███▉      | 205/519 [01:34<01:30,  3.46it/s]
      39/80      0.94G     0.9644      1.631     0.6201      1.235         13        640:  39%|███▉      | 205/519 [01:34<01:30,  3.46it/s]
      39/80      0.94G     0.9644      1.631     0.6201      1.235         13        640:  40%|███▉      | 206/519 [01:34<01:59,  2.62it/s]
      39/80      0.94G     0.9632       1.63     0.6192      1.234         11        640:  40%|███▉      | 206/519 [01:34<01:59,  2.62it/s]
      39/80      0.94G     0.9632       1.63     0.6192      1.234         11        640:  40%|███▉      | 207/519 [01:34<01:44,  2.99it/s]
      39/80      0.94G     0.9638       1.63     0.6203      1.234          9        640:  40%|███▉      | 207/519 [01:35<01:44,  2.99it/s]
      39/80      0.94G     0.9638       1.63     0.6203      1.234          9        640:  40%|████      | 208/519 [01:35<01:57,  2.64it/s]
      39/80      0.94G     0.9626       1.63     0.6192      1.233         13        640:  40%|████      | 208/519 [01:36<01:57,  2.64it/s]
      39/80      0.94G     0.9626       1.63     0.6192      1.233         13        640:  40%|████      | 209/519 [01:36<02:25,  2.13it/s]
      39/80      0.94G     0.9632      1.632       0.62      1.233         12        640:  40%|████      | 209/519 [01:36<02:25,  2.13it/s]
      39/80      0.94G     0.9632      1.632       0.62      1.233         12        640:  40%|████      | 210/519 [01:36<02:19,  2.21it/s]
      39/80      0.94G     0.9619       1.63     0.6193      1.232         12        640:  40%|████      | 210/519 [01:36<02:19,  2.21it/s]
      39/80      0.94G     0.9619       1.63     0.6193      1.232         12        640:  41%|████      | 211/519 [01:36<02:03,  2.48it/s]
      39/80      0.94G     0.9627      1.631     0.6196      1.233         10        640:  41%|████      | 211/519 [01:37<02:03,  2.48it/s]
      39/80      0.94G     0.9627      1.631     0.6196      1.233         10        640:  41%|████      | 212/519 [01:37<01:52,  2.72it/s]
      39/80      0.94G     0.9627      1.631     0.6192      1.233         13        640:  41%|████      | 212/519 [01:38<01:52,  2.72it/s]
      39/80      0.94G     0.9627      1.631     0.6192      1.233         13        640:  41%|████      | 213/519 [01:38<03:18,  1.54it/s]
      39/80      0.94G     0.9619      1.628     0.6185      1.232         11        640:  41%|████      | 213/519 [01:38<03:18,  1.54it/s]
      39/80      0.94G     0.9619      1.628     0.6185      1.232         11        640:  41%|████      | 214/519 [01:38<02:37,  1.93it/s]
      39/80      0.94G     0.9611      1.627     0.6185      1.232          8        640:  41%|████      | 214/519 [01:38<02:37,  1.93it/s]
      39/80      0.94G     0.9611      1.627     0.6185      1.232          8        640:  41%|████▏     | 215/519 [01:38<02:09,  2.34it/s]
      39/80      0.94G     0.9607      1.626     0.6182      1.232          6        640:  41%|████▏     | 215/519 [01:39<02:09,  2.34it/s]
      39/80      0.94G     0.9607      1.626     0.6182      1.232          6        640:  42%|████▏     | 216/519 [01:39<01:52,  2.70it/s]
      39/80      0.94G     0.9619       1.63     0.6192      1.232         12        640:  42%|████▏     | 216/519 [01:39<01:52,  2.70it/s]
      39/80      0.94G     0.9619       1.63     0.6192      1.232         12        640:  42%|████▏     | 217/519 [01:39<02:24,  2.09it/s]
      39/80      0.94G     0.9634      1.632     0.6197      1.232         11        640:  42%|████▏     | 217/519 [01:40<02:24,  2.09it/s]
      39/80      0.94G     0.9634      1.632     0.6197      1.232         11        640:  42%|████▏     | 218/519 [01:40<02:06,  2.39it/s]
      39/80      0.94G     0.9629      1.632     0.6203      1.232         11        640:  42%|████▏     | 218/519 [01:40<02:06,  2.39it/s]
      39/80      0.94G     0.9629      1.632     0.6203      1.232         11        640:  42%|████▏     | 219/519 [01:40<01:45,  2.84it/s]
      39/80      0.94G     0.9627      1.632       0.62      1.233         11        640:  42%|████▏     | 219/519 [01:40<01:45,  2.84it/s]
      39/80      0.94G     0.9627      1.632       0.62      1.233         11        640:  42%|████▏     | 220/519 [01:40<01:37,  3.06it/s]
      39/80      0.94G     0.9628      1.631     0.6197      1.232         13        640:  42%|████▏     | 220/519 [01:41<01:37,  3.06it/s]
      39/80      0.94G     0.9628      1.631     0.6197      1.232         13        640:  43%|████▎     | 221/519 [01:41<02:36,  1.90it/s]
      39/80      0.94G     0.9644      1.632     0.6204      1.234          8        640:  43%|████▎     | 221/519 [01:41<02:36,  1.90it/s]
      39/80      0.94G     0.9644      1.632     0.6204      1.234          8        640:  43%|████▎     | 222/519 [01:41<02:27,  2.01it/s]
      39/80      0.94G      0.964      1.634     0.6204      1.234         11        640:  43%|████▎     | 222/519 [01:42<02:27,  2.01it/s]
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      39/80      0.94G     0.9758      1.652     0.6388      1.241         14        640:  55%|█████▍    | 285/519 [02:10<01:47,  2.17it/s]
      39/80      0.94G     0.9756      1.651     0.6382      1.241         12        640:  55%|█████▍    | 285/519 [02:11<01:47,  2.17it/s]
      39/80      0.94G     0.9756      1.651     0.6382      1.241         12        640:  55%|█████▌    | 286/519 [02:11<01:35,  2.43it/s]
      39/80      0.94G     0.9753      1.651     0.6382       1.24         15        640:  55%|█████▌    | 286/519 [02:11<01:35,  2.43it/s]
      39/80      0.94G     0.9753      1.651     0.6382       1.24         15        640:  55%|█████▌    | 287/519 [02:11<01:43,  2.24it/s]
      39/80      0.94G     0.9745      1.651     0.6379      1.239          7        640:  55%|█████▌    | 287/519 [02:12<01:43,  2.24it/s]
      39/80      0.94G     0.9745      1.651     0.6379      1.239          7        640:  55%|█████▌    | 288/519 [02:12<02:01,  1.90it/s]
      39/80      0.94G     0.9744       1.65     0.6376      1.239         13        640:  55%|█████▌    | 288/519 [02:12<02:01,  1.90it/s]
      39/80      0.94G     0.9744       1.65     0.6376      1.239         13        640:  56%|█████▌    | 289/519 [02:12<01:44,  2.20it/s]
      39/80      0.94G     0.9767      1.652     0.6377      1.241          9        640:  56%|█████▌    | 289/519 [02:12<01:44,  2.20it/s]
      39/80      0.94G     0.9767      1.652     0.6377      1.241          9        640:  56%|█████▌    | 290/519 [02:12<01:26,  2.63it/s]
      39/80      0.94G     0.9762      1.652     0.6376      1.241         11        640:  56%|█████▌    | 290/519 [02:13<01:26,  2.63it/s]
      39/80      0.94G     0.9762      1.652     0.6376      1.241         11        640:  56%|█████▌    | 291/519 [02:13<01:38,  2.31it/s]
      39/80      0.94G     0.9753      1.652     0.6373       1.24          9        640:  56%|█████▌    | 291/519 [02:14<01:38,  2.31it/s]
      39/80      0.94G     0.9753      1.652     0.6373       1.24          9        640:  56%|█████▋    | 292/519 [02:14<01:56,  1.95it/s]
      39/80      0.94G     0.9755      1.652     0.6368      1.241          9        640:  56%|█████▋    | 292/519 [02:14<01:56,  1.95it/s]
      39/80      0.94G     0.9755      1.652     0.6368      1.241          9        640:  56%|█████▋    | 293/519 [02:14<01:42,  2.21it/s]
      39/80      0.94G     0.9758      1.654     0.6369      1.241         10        640:  56%|█████▋    | 293/519 [02:14<01:42,  2.21it/s]
      39/80      0.94G     0.9758      1.654     0.6369      1.241         10        640:  57%|█████▋    | 294/519 [02:14<01:23,  2.70it/s]
      39/80      0.94G     0.9759      1.654     0.6366      1.241         11        640:  57%|█████▋    | 294/519 [02:14<01:23,  2.70it/s]
      39/80      0.94G     0.9759      1.654     0.6366      1.241         11        640:  57%|█████▋    | 295/519 [02:14<01:17,  2.88it/s]
      39/80      0.94G     0.9755      1.654     0.6363      1.241         11        640:  57%|█████▋    | 295/519 [02:15<01:17,  2.88it/s]
      39/80      0.94G     0.9755      1.654     0.6363      1.241         11        640:  57%|█████▋    | 296/519 [02:15<01:47,  2.08it/s]
      39/80      0.94G     0.9752      1.652     0.6365       1.24          8        640:  57%|█████▋    | 296/519 [02:15<01:47,  2.08it/s]
      39/80      0.94G     0.9752      1.652     0.6365       1.24          8        640:  57%|█████▋    | 297/519 [02:15<01:29,  2.49it/s]
      39/80      0.94G      0.975      1.653     0.6362       1.24          8        640:  57%|█████▋    | 297/519 [02:16<01:29,  2.49it/s]
      39/80      0.94G      0.975      1.653     0.6362       1.24          8        640:  57%|█████▋    | 298/519 [02:16<01:30,  2.43it/s]
      39/80      0.94G     0.9744      1.651     0.6359       1.24         10        640:  57%|█████▋    | 298/519 [02:16<01:30,  2.43it/s]
      39/80      0.94G     0.9744      1.651     0.6359       1.24         10        640:  58%|█████▊    | 299/519 [02:16<01:17,  2.85it/s]
      39/80      0.94G     0.9739      1.651     0.6355      1.239          9        640:  58%|█████▊    | 299/519 [02:17<01:17,  2.85it/s]
      39/80      0.94G     0.9739      1.651     0.6355      1.239          9        640:  58%|█████▊    | 300/519 [02:17<01:53,  1.93it/s]
      39/80      0.94G      0.974      1.652     0.6358      1.239          8        640:  58%|█████▊    | 300/519 [02:17<01:53,  1.93it/s]
      39/80      0.94G      0.974      1.652     0.6358      1.239          8        640:  58%|█████▊    | 301/519 [02:17<01:33,  2.34it/s]
      39/80      0.94G     0.9732      1.652     0.6353      1.239          7        640:  58%|█████▊    | 301/519 [02:18<01:33,  2.34it/s]
      39/80      0.94G     0.9732      1.652     0.6353      1.239          7        640:  58%|█████▊    | 302/519 [02:18<01:48,  2.00it/s]
      39/80      0.94G     0.9741      1.653     0.6352      1.239         10        640:  58%|█████▊    | 302/519 [02:18<01:48,  2.00it/s]
      39/80      0.94G     0.9741      1.653     0.6352      1.239         10        640:  58%|█████▊    | 303/519 [02:18<01:28,  2.44it/s]
      39/80      0.94G     0.9731      1.651     0.6347      1.238          9        640:  58%|█████▊    | 303/519 [02:19<01:28,  2.44it/s]
      39/80      0.94G     0.9731      1.651     0.6347      1.238          9        640:  59%|█████▊    | 304/519 [02:19<02:18,  1.55it/s]
      39/80      0.94G     0.9724      1.652     0.6348      1.238          8        640:  59%|█████▊    | 304/519 [02:20<02:18,  1.55it/s]
      39/80      0.94G     0.9724      1.652     0.6348      1.238          8        640:  59%|█████▉    | 305/519 [02:20<01:56,  1.83it/s]
      39/80      0.94G     0.9713      1.649      0.634      1.238          7        640:  59%|█████▉    | 305/519 [02:20<01:56,  1.83it/s]
      39/80      0.94G     0.9713      1.649      0.634      1.238          7        640:  59%|█████▉    | 306/519 [02:20<01:37,  2.19it/s]
      39/80      0.94G     0.9717      1.651     0.6337      1.238         11        640:  59%|█████▉    | 306/519 [02:20<01:37,  2.19it/s]
      39/80      0.94G     0.9717      1.651     0.6337      1.238         11        640:  59%|█████▉    | 307/519 [02:20<01:27,  2.42it/s]
      39/80      0.94G     0.9716       1.65     0.6331      1.237         13        640:  59%|█████▉    | 307/519 [02:21<01:27,  2.42it/s]
      39/80      0.94G     0.9716       1.65     0.6331      1.237         13        640:  59%|█████▉    | 308/519 [02:21<01:39,  2.12it/s]
      39/80      0.94G      0.971       1.65     0.6332      1.237          8        640:  59%|█████▉    | 308/519 [02:21<01:39,  2.12it/s]
      39/80      0.94G      0.971       1.65     0.6332      1.237          8        640:  60%|█████▉    | 309/519 [02:21<01:27,  2.40it/s]
      39/80      0.94G     0.9714       1.65     0.6332      1.237         10        640:  60%|█████▉    | 309/519 [02:21<01:27,  2.40it/s]
      39/80      0.94G     0.9714       1.65     0.6332      1.237         10        640:  60%|█████▉    | 310/519 [02:21<01:13,  2.85it/s]
      39/80      0.94G     0.9707      1.649      0.633      1.237          9        640:  60%|█████▉    | 310/519 [02:21<01:13,  2.85it/s]
      39/80      0.94G     0.9707      1.649      0.633      1.237          9        640:  60%|█████▉    | 311/519 [02:21<01:06,  3.13it/s]
      39/80      0.94G     0.9701      1.649     0.6333      1.237          8        640:  60%|█████▉    | 311/519 [02:22<01:06,  3.13it/s]
      39/80      0.94G     0.9701      1.649     0.6333      1.237          8        640:  60%|██████    | 312/519 [02:22<01:37,  2.12it/s]
      39/80      0.94G       0.97       1.65     0.6332      1.237         11        640:  60%|██████    | 312/519 [02:22<01:37,  2.12it/s]
      39/80      0.94G       0.97       1.65     0.6332      1.237         11        640:  60%|██████    | 313/519 [02:22<01:22,  2.51it/s]
      39/80      0.94G     0.9699      1.651     0.6326      1.237          9        640:  60%|██████    | 313/519 [02:23<01:22,  2.51it/s]
      39/80      0.94G     0.9699      1.651     0.6326      1.237          9        640:  61%|██████    | 314/519 [02:23<01:14,  2.76it/s]
      39/80      0.94G     0.9694       1.65     0.6322      1.236         11        640:  61%|██████    | 314/519 [02:23<01:14,  2.76it/s]
      39/80      0.94G     0.9694       1.65     0.6322      1.236         11        640:  61%|██████    | 315/519 [02:23<01:32,  2.22it/s]
      39/80      0.94G     0.9696       1.65     0.6323      1.236         14        640:  61%|██████    | 315/519 [02:24<01:32,  2.22it/s]
      39/80      0.94G     0.9696       1.65     0.6323      1.236         14        640:  61%|██████    | 316/519 [02:24<01:42,  1.99it/s]
      39/80      0.94G     0.9698       1.65     0.6324      1.237          8        640:  61%|██████    | 316/519 [02:24<01:42,  1.99it/s]
      39/80      0.94G     0.9698       1.65     0.6324      1.237          8        640:  61%|██████    | 317/519 [02:24<01:28,  2.29it/s]
      39/80      0.94G     0.9694      1.649     0.6322      1.236          7        640:  61%|██████    | 317/519 [02:25<01:28,  2.29it/s]
      39/80      0.94G     0.9694      1.649     0.6322      1.236          7        640:  61%|██████▏   | 318/519 [02:25<01:13,  2.72it/s]
      39/80      0.94G      0.969      1.649     0.6317      1.237         12        640:  61%|██████▏   | 318/519 [02:25<01:13,  2.72it/s]
      39/80      0.94G      0.969      1.649     0.6317      1.237         12        640:  61%|██████▏   | 319/519 [02:25<01:35,  2.08it/s]
      39/80      0.94G     0.9694       1.65     0.6313      1.236          9        640:  61%|██████▏   | 319/519 [02:26<01:35,  2.08it/s]
      39/80      0.94G     0.9694       1.65     0.6313      1.236          9        640:  62%|██████▏   | 320/519 [02:26<01:31,  2.17it/s]
      39/80      0.94G     0.9693       1.65     0.6307      1.236         10        640:  62%|██████▏   | 320/519 [02:27<01:31,  2.17it/s]
      39/80      0.94G     0.9693       1.65     0.6307      1.236         10        640:  62%|██████▏   | 321/519 [02:27<02:01,  1.63it/s]
      39/80      0.94G     0.9693       1.65     0.6302      1.238          5        640:  62%|██████▏   | 321/519 [02:27<02:01,  1.63it/s]
      39/80      0.94G     0.9693       1.65     0.6302      1.238          5        640:  62%|██████▏   | 322/519 [02:27<01:39,  1.98it/s]
      39/80      0.94G     0.9703      1.651      0.631      1.238         10        640:  62%|██████▏   | 322/519 [02:27<01:39,  1.98it/s]
      39/80      0.94G     0.9703      1.651      0.631      1.238         10        640:  62%|██████▏   | 323/519 [02:27<01:29,  2.18it/s]
      39/80      0.94G     0.9708      1.651     0.6314      1.239         11        640:  62%|██████▏   | 323/519 [02:28<01:29,  2.18it/s]
      39/80      0.94G     0.9708      1.651     0.6314      1.239         11        640:  62%|██████▏   | 324/519 [02:28<01:30,  2.15it/s]
      39/80      0.94G     0.9708      1.651      0.631      1.239          9        640:  62%|██████▏   | 324/519 [02:28<01:30,  2.15it/s]
      39/80      0.94G     0.9708      1.651      0.631      1.239          9        640:  63%|██████▎   | 325/519 [02:28<01:44,  1.86it/s]
      39/80      0.94G     0.9706      1.652     0.6315      1.239          9        640:  63%|██████▎   | 325/519 [02:29<01:44,  1.86it/s]
      39/80      0.94G     0.9706      1.652     0.6315      1.239          9        640:  63%|██████▎   | 326/519 [02:29<01:25,  2.25it/s]
      39/80      0.94G     0.9704      1.653     0.6315      1.238         11        640:  63%|██████▎   | 326/519 [02:29<01:25,  2.25it/s]
      39/80      0.94G     0.9704      1.653     0.6315      1.238         11        640:  63%|██████▎   | 327/519 [02:29<01:23,  2.30it/s]
      39/80      0.94G     0.9698      1.652     0.6307      1.239          6        640:  63%|██████▎   | 327/519 [02:30<01:23,  2.30it/s]
      39/80      0.94G     0.9698      1.652     0.6307      1.239          6        640:  63%|██████▎   | 328/519 [02:30<01:42,  1.86it/s]
      39/80      0.94G     0.9696      1.651     0.6305      1.239          9        640:  63%|██████▎   | 328/519 [02:30<01:42,  1.86it/s]
      39/80      0.94G     0.9696      1.651     0.6305      1.239          9        640:  63%|██████▎   | 329/519 [02:30<01:44,  1.82it/s]
      39/80      0.94G     0.9694      1.651     0.6303      1.238         12        640:  63%|██████▎   | 329/519 [02:31<01:44,  1.82it/s]
      39/80      0.94G     0.9694      1.651     0.6303      1.238         12        640:  64%|██████▎   | 330/519 [02:31<01:26,  2.17it/s]
      39/80      0.94G     0.9692       1.65     0.6301      1.238          9        640:  64%|██████▎   | 330/519 [02:31<01:26,  2.17it/s]
      39/80      0.94G     0.9692       1.65     0.6301      1.238          9        640:  64%|██████▍   | 331/519 [02:31<01:13,  2.57it/s]
      39/80      0.94G     0.9693       1.65     0.6303      1.238          8        640:  64%|██████▍   | 331/519 [02:31<01:13,  2.57it/s]
      39/80      0.94G     0.9693       1.65     0.6303      1.238          8        640:  64%|██████▍   | 332/519 [02:31<01:22,  2.26it/s]
      39/80      0.94G     0.9681      1.649     0.6296      1.238          8        640:  64%|██████▍   | 332/519 [02:32<01:22,  2.26it/s]
      39/80      0.94G     0.9681      1.649     0.6296      1.238          8        640:  64%|██████▍   | 333/519 [02:32<01:35,  1.95it/s]
      39/80      0.94G     0.9678      1.647     0.6292      1.238          8        640:  64%|██████▍   | 333/519 [02:32<01:35,  1.95it/s]
      39/80      0.94G     0.9678      1.647     0.6292      1.238          8        640:  64%|██████▍   | 334/519 [02:32<01:21,  2.28it/s]
      39/80      0.94G     0.9692      1.649     0.6305      1.239         11        640:  64%|██████▍   | 334/519 [02:33<01:21,  2.28it/s]
      39/80      0.94G     0.9692      1.649     0.6305      1.239         11        640:  65%|██████▍   | 335/519 [02:33<01:08,  2.67it/s]
      39/80      0.94G     0.9692      1.653     0.6306      1.239          9        640:  65%|██████▍   | 335/519 [02:33<01:08,  2.67it/s]
      39/80      0.94G     0.9692      1.653     0.6306      1.239          9        640:  65%|██████▍   | 336/519 [02:33<01:03,  2.90it/s]
      39/80      0.94G     0.9695      1.652     0.6307      1.239          9        640:  65%|██████▍   | 336/519 [02:34<01:03,  2.90it/s]
      39/80      0.94G     0.9695      1.652     0.6307      1.239          9        640:  65%|██████▍   | 337/519 [02:34<01:36,  1.89it/s]
      39/80      0.94G     0.9707      1.652     0.6308       1.24          8        640:  65%|██████▍   | 337/519 [02:34<01:36,  1.89it/s]
      39/80      0.94G     0.9707      1.652     0.6308       1.24          8        640:  65%|██████▌   | 338/519 [02:34<01:17,  2.32it/s]
      39/80      0.94G     0.9703      1.652     0.6307       1.24         13        640:  65%|██████▌   | 338/519 [02:34<01:17,  2.32it/s]
      39/80      0.94G     0.9703      1.652     0.6307       1.24         13        640:  65%|██████▌   | 339/519 [02:34<01:11,  2.53it/s]
      39/80      0.94G     0.9698      1.651     0.6305      1.239         11        640:  65%|██████▌   | 339/519 [02:35<01:11,  2.53it/s]
      39/80      0.94G     0.9698      1.651     0.6305      1.239         11        640:  66%|██████▌   | 340/519 [02:35<01:22,  2.18it/s]
      39/80      0.94G     0.9707      1.653     0.6314      1.239         13        640:  66%|██████▌   | 340/519 [02:35<01:22,  2.18it/s]
      39/80      0.94G     0.9707      1.653     0.6314      1.239         13        640:  66%|██████▌   | 341/519 [02:35<01:09,  2.54it/s]
      39/80      0.94G     0.9705      1.652     0.6309      1.239         10        640:  66%|██████▌   | 341/519 [02:35<01:09,  2.54it/s]
      39/80      0.94G     0.9705      1.652     0.6309      1.239         10        640:  66%|██████▌   | 342/519 [02:35<00:58,  3.02it/s]
      39/80      0.94G     0.9713      1.652     0.6307       1.24          9        640:  66%|██████▌   | 342/519 [02:36<00:58,  3.02it/s]
      39/80      0.94G     0.9713      1.652     0.6307       1.24          9        640:  66%|██████▌   | 343/519 [02:36<01:21,  2.17it/s]
      39/80      0.94G     0.9714      1.652     0.6307       1.24          9        640:  66%|██████▌   | 343/519 [02:37<01:21,  2.17it/s]
      39/80      0.94G     0.9714      1.652     0.6307       1.24          9        640:  66%|██████▋   | 344/519 [02:37<02:00,  1.45it/s]
      39/80      0.94G     0.9723      1.652     0.6318      1.241          6        640:  66%|██████▋   | 344/519 [02:38<02:00,  1.45it/s]
      39/80      0.94G     0.9723      1.652     0.6318      1.241          6        640:  66%|██████▋   | 345/519 [02:38<01:35,  1.82it/s]
      39/80      0.94G     0.9717      1.651     0.6314       1.24          8        640:  66%|██████▋   | 345/519 [02:38<01:35,  1.82it/s]
      39/80      0.94G     0.9717      1.651     0.6314       1.24          8        640:  67%|██████▋   | 346/519 [02:38<01:18,  2.21it/s]
      39/80      0.94G     0.9718      1.652     0.6314       1.24         11        640:  67%|██████▋   | 346/519 [02:38<01:18,  2.21it/s]
      39/80      0.94G     0.9718      1.652     0.6314       1.24         11        640:  67%|██████▋   | 347/519 [02:38<01:11,  2.42it/s]
      39/80      0.94G     0.9719      1.651     0.6315       1.24         14        640:  67%|██████▋   | 347/519 [02:39<01:11,  2.42it/s]
      39/80      0.94G     0.9719      1.651     0.6315       1.24         14        640:  67%|██████▋   | 348/519 [02:39<01:47,  1.60it/s]
      39/80      0.94G     0.9718      1.652     0.6313       1.24         10        640:  67%|██████▋   | 348/519 [02:40<01:47,  1.60it/s]
      39/80      0.94G     0.9718      1.652     0.6313       1.24         10        640:  67%|██████▋   | 349/519 [02:40<01:24,  2.00it/s]
      39/80      0.94G     0.9716      1.652     0.6315      1.239         10        640:  67%|██████▋   | 349/519 [02:40<01:24,  2.00it/s]
      39/80      0.94G     0.9716      1.652     0.6315      1.239         10        640:  67%|██████▋   | 350/519 [02:40<01:12,  2.32it/s]
      39/80      0.94G     0.9724      1.654     0.6324       1.24          7        640:  67%|██████▋   | 350/519 [02:41<01:12,  2.32it/s]
      39/80      0.94G     0.9724      1.654     0.6324       1.24          7        640:  68%|██████▊   | 351/519 [02:41<01:42,  1.64it/s]
      39/80      0.94G     0.9731      1.654      0.633       1.24         14        640:  68%|██████▊   | 351/519 [02:41<01:42,  1.64it/s]
      39/80      0.94G     0.9731      1.654      0.633       1.24         14        640:  68%|██████▊   | 352/519 [02:41<01:24,  1.99it/s]
      39/80      0.94G     0.9724      1.653     0.6328       1.24          9        640:  68%|██████▊   | 352/519 [02:41<01:24,  1.99it/s]
      39/80      0.94G     0.9724      1.653     0.6328       1.24          9        640:  68%|██████▊   | 353/519 [02:41<01:07,  2.45it/s]
      39/80      0.94G     0.9729      1.653     0.6333       1.24          8        640:  68%|██████▊   | 353/519 [02:41<01:07,  2.45it/s]
      39/80      0.94G     0.9729      1.653     0.6333       1.24          8        640:  68%|██████▊   | 354/519 [02:41<00:57,  2.87it/s]
      39/80      0.94G     0.9727      1.654     0.6335       1.24         12        640:  68%|██████▊   | 354/519 [02:43<00:57,  2.87it/s]
      39/80      0.94G     0.9727      1.654     0.6335       1.24         12        640:  68%|██████▊   | 355/519 [02:43<01:47,  1.52it/s]
      39/80      0.94G     0.9737      1.655     0.6339      1.241         13        640:  68%|██████▊   | 355/519 [02:43<01:47,  1.52it/s]
      39/80      0.94G     0.9737      1.655     0.6339      1.241         13        640:  69%|██████▊   | 356/519 [02:43<01:27,  1.86it/s]
      39/80      0.94G     0.9743      1.654      0.634      1.241         10        640:  69%|██████▊   | 356/519 [02:43<01:27,  1.86it/s]
      39/80      0.94G     0.9743      1.654      0.634      1.241         10        640:  69%|██████▉   | 357/519 [02:43<01:08,  2.36it/s]
      39/80      0.94G     0.9742      1.653     0.6336      1.241         11        640:  69%|██████▉   | 357/519 [02:44<01:08,  2.36it/s]
      39/80      0.94G     0.9742      1.653     0.6336      1.241         11        640:  69%|██████▉   | 358/519 [02:44<01:01,  2.63it/s]
      39/80      0.94G     0.9746      1.654     0.6335      1.241          9        640:  69%|██████▉   | 358/519 [02:45<01:01,  2.63it/s]
      39/80      0.94G     0.9746      1.654     0.6335      1.241          9        640:  69%|██████▉   | 359/519 [02:45<01:56,  1.38it/s]
      39/80      0.94G     0.9744      1.653      0.633      1.241         13        640:  69%|██████▉   | 359/519 [02:45<01:56,  1.38it/s]
      39/80      0.94G     0.9744      1.653      0.633      1.241         13        640:  69%|██████▉   | 360/519 [02:45<01:29,  1.78it/s]
      39/80      0.94G     0.9742      1.654     0.6332      1.241          8        640:  69%|██████▉   | 360/519 [02:45<01:29,  1.78it/s]
      39/80      0.94G     0.9742      1.654     0.6332      1.241          8        640:  70%|██████▉   | 361/519 [02:45<01:10,  2.23it/s]
      39/80      0.94G     0.9738      1.654      0.634       1.24          6        640:  70%|██████▉   | 361/519 [02:46<01:10,  2.23it/s]
      39/80      0.94G     0.9738      1.654      0.634       1.24          6        640:  70%|██████▉   | 362/519 [02:46<01:01,  2.56it/s]
      39/80      0.94G     0.9742      1.653     0.6336      1.241          6        640:  70%|██████▉   | 362/519 [02:47<01:01,  2.56it/s]
      39/80      0.94G     0.9742      1.653     0.6336      1.241          6        640:  70%|██████▉   | 363/519 [02:47<01:33,  1.67it/s]
      39/80      0.94G     0.9742      1.652     0.6334      1.241          9        640:  70%|██████▉   | 363/519 [02:47<01:33,  1.67it/s]
      39/80      0.94G     0.9742      1.652     0.6334      1.241          9        640:  70%|███████   | 364/519 [02:47<01:15,  2.05it/s]
      39/80      0.94G     0.9736      1.651     0.6328      1.241         10        640:  70%|███████   | 364/519 [02:47<01:15,  2.05it/s]
      39/80      0.94G     0.9736      1.651     0.6328      1.241         10        640:  70%|███████   | 365/519 [02:47<01:02,  2.47it/s]
      39/80      0.94G     0.9748      1.651     0.6327      1.243         10        640:  70%|███████   | 365/519 [02:47<01:02,  2.47it/s]
      39/80      0.94G     0.9748      1.651     0.6327      1.243         10        640:  71%|███████   | 366/519 [02:47<00:53,  2.86it/s]
      39/80      0.94G     0.9753      1.651     0.6328      1.243          9        640:  71%|███████   | 366/519 [02:48<00:53,  2.86it/s]
      39/80      0.94G     0.9753      1.651     0.6328      1.243          9        640:  71%|███████   | 367/519 [02:48<01:18,  1.94it/s]
      39/80      0.94G     0.9751      1.651     0.6327      1.243          8        640:  71%|███████   | 367/519 [02:49<01:18,  1.94it/s]
      39/80      0.94G     0.9751      1.651     0.6327      1.243          8        640:  71%|███████   | 368/519 [02:49<01:05,  2.30it/s]
      39/80      0.94G     0.9746       1.65     0.6322      1.243          8        640:  71%|███████   | 368/519 [02:49<01:05,  2.30it/s]
      39/80      0.94G     0.9746       1.65     0.6322      1.243          8        640:  71%|███████   | 369/519 [02:49<00:56,  2.65it/s]
      39/80      0.94G     0.9741       1.65      0.632      1.243         12        640:  71%|███████   | 369/519 [02:49<00:56,  2.65it/s]
      39/80      0.94G     0.9741       1.65      0.632      1.243         12        640:  71%|███████▏  | 370/519 [02:49<00:48,  3.05it/s]
      39/80      0.94G     0.9737      1.648     0.6314      1.243          8        640:  71%|███████▏  | 370/519 [02:50<00:48,  3.05it/s]
      39/80      0.94G     0.9737      1.648     0.6314      1.243          8        640:  71%|███████▏  | 371/519 [02:50<01:36,  1.54it/s]
      39/80      0.94G     0.9737      1.649     0.6316      1.243         11        640:  71%|███████▏  | 371/519 [02:51<01:36,  1.54it/s]
      39/80      0.94G     0.9737      1.649     0.6316      1.243         11        640:  72%|███████▏  | 372/519 [02:51<01:18,  1.88it/s]
      39/80      0.94G     0.9746      1.649     0.6318      1.243         10        640:  72%|███████▏  | 372/519 [02:51<01:18,  1.88it/s]
      39/80      0.94G     0.9746      1.649     0.6318      1.243         10        640:  72%|███████▏  | 373/519 [02:51<01:04,  2.28it/s]
      39/80      0.94G     0.9744      1.649     0.6314      1.243         10        640:  72%|███████▏  | 373/519 [02:51<01:04,  2.28it/s]
      39/80      0.94G     0.9744      1.649     0.6314      1.243         10        640:  72%|███████▏  | 374/519 [02:51<00:56,  2.58it/s]
      39/80      0.94G     0.9746      1.648     0.6319      1.243          9        640:  72%|███████▏  | 374/519 [02:52<00:56,  2.58it/s]
      39/80      0.94G     0.9746      1.648     0.6319      1.243          9        640:  72%|███████▏  | 375/519 [02:52<01:04,  2.22it/s]
      39/80      0.94G     0.9737      1.647     0.6315      1.242         10        640:  72%|███████▏  | 375/519 [02:52<01:04,  2.22it/s]
      39/80      0.94G     0.9737      1.647     0.6315      1.242         10        640:  72%|███████▏  | 376/519 [02:52<00:51,  2.75it/s]
      39/80      0.94G     0.9734      1.646     0.6313      1.242         12        640:  72%|███████▏  | 376/519 [02:52<00:51,  2.75it/s]
      39/80      0.94G     0.9725      1.644     0.6307      1.242          7        640:  72%|███████▏  | 376/519 [02:52<00:51,  2.75it/s]
      39/80      0.94G     0.9725      1.644     0.6307      1.242          7        640:  73%|███████▎  | 378/519 [02:52<00:32,  4.40it/s]
      39/80      0.94G     0.9721      1.643     0.6305      1.241         11        640:  73%|███████▎  | 378/519 [02:54<00:32,  4.40it/s]
      39/80      0.94G     0.9721      1.643     0.6305      1.241         11        640:  73%|███████▎  | 379/519 [02:54<01:29,  1.57it/s]
      39/80      0.94G     0.9718      1.642     0.6299      1.241          8        640:  73%|███████▎  | 379/519 [02:54<01:29,  1.57it/s]
      39/80      0.94G     0.9718      1.642     0.6299      1.241          8        640:  73%|███████▎  | 380/519 [02:54<01:13,  1.90it/s]
      39/80      0.94G     0.9709      1.641     0.6294       1.24         11        640:  73%|███████▎  | 380/519 [02:54<01:13,  1.90it/s]
      39/80      0.94G     0.9709      1.641     0.6294       1.24         11        640:  73%|███████▎  | 381/519 [02:54<01:02,  2.22it/s]
      39/80      0.94G     0.9706       1.64     0.6297       1.24          9        640:  73%|███████▎  | 381/519 [02:55<01:02,  2.22it/s]
      39/80      0.94G     0.9706       1.64     0.6297       1.24          9        640:  74%|███████▎  | 382/519 [02:55<00:54,  2.51it/s]
      39/80      0.94G     0.9707      1.639     0.6299       1.24          7        640:  74%|███████▎  | 382/519 [02:56<00:54,  2.51it/s]
      39/80      0.94G     0.9707      1.639     0.6299       1.24          7        640:  74%|███████▍  | 383/519 [02:56<01:39,  1.37it/s]
      39/80      0.94G     0.9706      1.639     0.6298       1.24         12        640:  74%|███████▍  | 383/519 [02:57<01:39,  1.37it/s]
      39/80      0.94G     0.9706      1.639     0.6298       1.24         12        640:  74%|███████▍  | 384/519 [02:57<01:20,  1.68it/s]
      39/80      0.94G       0.97      1.639     0.6301      1.239          9        640:  74%|███████▍  | 384/519 [02:57<01:20,  1.68it/s]
      39/80      0.94G       0.97      1.639     0.6301      1.239          9        640:  74%|███████▍  | 385/519 [02:57<01:04,  2.07it/s]
      39/80      0.94G     0.9699       1.64     0.6301      1.239         11        640:  74%|███████▍  | 385/519 [02:57<01:04,  2.07it/s]
      39/80      0.94G     0.9699       1.64     0.6301      1.239         11        640:  74%|███████▍  | 386/519 [02:57<00:53,  2.47it/s]
      39/80      0.94G     0.9706      1.639     0.6301      1.239          8        640:  74%|███████▍  | 386/519 [02:58<00:53,  2.47it/s]
      39/80      0.94G     0.9706      1.639     0.6301      1.239          8        640:  75%|███████▍  | 387/519 [02:58<01:26,  1.52it/s]
      39/80      0.94G     0.9709      1.641       0.63       1.24          8        640:  75%|███████▍  | 387/519 [02:58<01:26,  1.52it/s]
      39/80      0.94G     0.9709      1.641       0.63       1.24          8        640:  75%|███████▍  | 388/519 [02:58<01:08,  1.90it/s]
      39/80      0.94G     0.9708       1.64     0.6301       1.24         15        640:  75%|███████▍  | 388/519 [02:59<01:08,  1.90it/s]
      39/80      0.94G     0.9708       1.64     0.6301       1.24         15        640:  75%|███████▍  | 389/519 [02:59<00:55,  2.33it/s]
      39/80      0.94G     0.9704      1.641     0.6299      1.239         10        640:  75%|███████▍  | 389/519 [02:59<00:55,  2.33it/s]
      39/80      0.94G     0.9704      1.641     0.6299      1.239         10        640:  75%|███████▌  | 390/519 [02:59<00:48,  2.68it/s]
      39/80      0.94G     0.9703       1.64     0.6309      1.239          8        640:  75%|███████▌  | 390/519 [03:00<00:48,  2.68it/s]
      39/80      0.94G     0.9703       1.64     0.6309      1.239          8        640:  75%|███████▌  | 391/519 [03:00<01:12,  1.78it/s]
      39/80      0.94G     0.9697      1.639      0.631      1.239          7        640:  75%|███████▌  | 391/519 [03:00<01:12,  1.78it/s]
      39/80      0.94G     0.9697      1.639      0.631      1.239          7        640:  76%|███████▌  | 392/519 [03:00<00:54,  2.32it/s]
      39/80      0.94G     0.9688      1.639     0.6309      1.239         10        640:  76%|███████▌  | 392/519 [03:00<00:54,  2.32it/s]
      39/80      0.94G     0.9688      1.639     0.6309      1.239         10        640:  76%|███████▌  | 393/519 [03:00<00:46,  2.69it/s]
      39/80      0.94G     0.9693       1.64     0.6315      1.239          8        640:  76%|███████▌  | 393/519 [03:00<00:46,  2.69it/s]
      39/80      0.94G     0.9693       1.64     0.6315      1.239          8        640:  76%|███████▌  | 394/519 [03:00<00:39,  3.19it/s]
      39/80      0.94G     0.9692      1.639     0.6314      1.239         11        640:  76%|███████▌  | 394/519 [03:02<00:39,  3.19it/s]
      39/80      0.94G     0.9692      1.639     0.6314      1.239         11        640:  76%|███████▌  | 395/519 [03:02<01:09,  1.79it/s]
      39/80      0.94G     0.9699       1.64     0.6321      1.239          9        640:  76%|███████▌  | 395/519 [03:02<01:09,  1.79it/s]
      39/80      0.94G     0.9699       1.64     0.6321      1.239          9        640:  76%|███████▋  | 396/519 [03:02<00:56,  2.17it/s]
      39/80      0.94G     0.9703      1.641     0.6329       1.24         11        640:  76%|███████▋  | 396/519 [03:02<00:56,  2.17it/s]
      39/80      0.94G     0.9703      1.641     0.6329       1.24         11        640:  76%|███████▋  | 397/519 [03:02<00:46,  2.62it/s]
      39/80      0.94G     0.9702       1.64     0.6336       1.24         10        640:  76%|███████▋  | 397/519 [03:02<00:46,  2.62it/s]
      39/80      0.94G     0.9702       1.64     0.6336       1.24         10        640:  77%|███████▋  | 398/519 [03:02<00:41,  2.93it/s]
      39/80      0.94G     0.9705       1.64      0.634       1.24         14        640:  77%|███████▋  | 398/519 [03:04<00:41,  2.93it/s]
      39/80      0.94G     0.9705       1.64      0.634       1.24         14        640:  77%|███████▋  | 399/519 [03:04<01:22,  1.46it/s]
      39/80      0.94G     0.9703      1.639     0.6333       1.24          8        640:  77%|███████▋  | 399/519 [03:04<01:22,  1.46it/s]
      39/80      0.94G     0.9703      1.639     0.6333       1.24          8        640:  77%|███████▋  | 400/519 [03:04<01:02,  1.91it/s]
      39/80      0.94G     0.9707      1.639     0.6346      1.241          9        640:  77%|███████▋  | 400/519 [03:04<01:02,  1.91it/s]
      39/80      0.94G     0.9707      1.639     0.6346      1.241          9        640:  77%|███████▋  | 401/519 [03:04<00:51,  2.30it/s]
      39/80      0.94G     0.9702      1.639     0.6341       1.24         11        640:  77%|███████▋  | 401/519 [03:04<00:51,  2.30it/s]
      39/80      0.94G     0.9702      1.639     0.6341       1.24         11        640:  77%|███████▋  | 402/519 [03:04<00:43,  2.67it/s]
      39/80      0.94G     0.9704      1.638     0.6338      1.241          7        640:  77%|███████▋  | 402/519 [03:06<00:43,  2.67it/s]
      39/80      0.94G     0.9704      1.638     0.6338      1.241          7        640:  78%|███████▊  | 403/519 [03:06<01:19,  1.46it/s]
      39/80      0.94G       0.97      1.638     0.6338      1.241          7        640:  78%|███████▊  | 403/519 [03:06<01:19,  1.46it/s]
      39/80      0.94G       0.97      1.638     0.6338      1.241          7        640:  78%|███████▊  | 404/519 [03:06<01:02,  1.85it/s]
      39/80      0.94G     0.9695      1.637     0.6338      1.241         12        640:  78%|███████▊  | 404/519 [03:06<01:02,  1.85it/s]
      39/80      0.94G     0.9695      1.637     0.6338      1.241         12        640:  78%|███████▊  | 405/519 [03:06<00:49,  2.32it/s]
      39/80      0.94G     0.9698      1.638     0.6343      1.241          8        640:  78%|███████▊  | 405/519 [03:06<00:49,  2.32it/s]
      39/80      0.94G     0.9698      1.638     0.6343      1.241          8        640:  78%|███████▊  | 406/519 [03:06<00:42,  2.67it/s]
      39/80      0.94G     0.9704      1.639     0.6351      1.242          7        640:  78%|███████▊  | 406/519 [03:07<00:42,  2.67it/s]
      39/80      0.94G     0.9704      1.639     0.6351      1.242          7        640:  78%|███████▊  | 407/519 [03:07<00:57,  1.95it/s]
      39/80      0.94G     0.9706      1.639      0.635      1.241          8        640:  78%|███████▊  | 407/519 [03:07<00:57,  1.95it/s]
      39/80      0.94G     0.9706      1.639      0.635      1.241          8        640:  79%|███████▊  | 408/519 [03:07<00:47,  2.35it/s]
      39/80      0.94G      0.971      1.639     0.6353      1.241         13        640:  79%|███████▊  | 408/519 [03:08<00:47,  2.35it/s]
      39/80      0.94G      0.971      1.639     0.6353      1.241         13        640:  79%|███████▉  | 409/519 [03:08<00:39,  2.77it/s]
      39/80      0.94G     0.9709      1.638      0.635      1.241         12        640:  79%|███████▉  | 409/519 [03:08<00:39,  2.77it/s]
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      39/80      0.94G     0.9711       1.64      0.637      1.241          7        640:  91%|█████████ | 471/519 [03:37<00:26,  1.80it/s]
      39/80      0.94G     0.9711       1.64     0.6369      1.241          8        640:  91%|█████████ | 471/519 [03:37<00:26,  1.80it/s]
      39/80      0.94G     0.9711       1.64     0.6369      1.241          8        640:  91%|█████████ | 472/519 [03:37<00:21,  2.22it/s]
      39/80      0.94G     0.9709       1.64     0.6371      1.241          9        640:  91%|█████████ | 472/519 [03:37<00:21,  2.22it/s]
      39/80      0.94G     0.9709       1.64     0.6371      1.241          9        640:  91%|█████████ | 473/519 [03:37<00:17,  2.64it/s]
      39/80      0.94G     0.9715      1.641     0.6372      1.241         10        640:  91%|█████████ | 473/519 [03:37<00:17,  2.64it/s]
      39/80      0.94G     0.9715      1.641     0.6372      1.241         10        640:  91%|█████████▏| 474/519 [03:37<00:15,  2.92it/s]
      39/80      0.94G     0.9719      1.642     0.6372      1.241         12        640:  91%|█████████▏| 474/519 [03:38<00:15,  2.92it/s]
      39/80      0.94G     0.9719      1.642     0.6372      1.241         12        640:  92%|█████████▏| 475/519 [03:38<00:21,  2.06it/s]
      39/80      0.94G     0.9721      1.642     0.6372      1.241          8        640:  92%|█████████▏| 475/519 [03:38<00:21,  2.06it/s]
      39/80      0.94G     0.9721      1.642     0.6372      1.241          8        640:  92%|█████████▏| 476/519 [03:38<00:16,  2.57it/s]
      39/80      0.94G     0.9717      1.641      0.637      1.241         12        640:  92%|█████████▏| 476/519 [03:38<00:16,  2.57it/s]
      39/80      0.94G     0.9717      1.641      0.637      1.241         12        640:  92%|█████████▏| 477/519 [03:38<00:14,  2.88it/s]
      39/80      0.94G     0.9722      1.642      0.637      1.242          6        640:  92%|█████████▏| 477/519 [03:39<00:14,  2.88it/s]
      39/80      0.94G     0.9722      1.642      0.637      1.242          6        640:  92%|█████████▏| 478/519 [03:39<00:13,  3.11it/s]
      39/80      0.94G     0.9721      1.641     0.6368      1.242         10        640:  92%|█████████▏| 478/519 [03:40<00:13,  3.11it/s]
      39/80      0.94G     0.9721      1.641     0.6368      1.242         10        640:  92%|█████████▏| 479/519 [03:40<00:24,  1.64it/s]
      39/80      0.94G     0.9714      1.641     0.6364      1.241         10        640:  92%|█████████▏| 479/519 [03:40<00:24,  1.64it/s]
      39/80      0.94G     0.9714      1.641     0.6364      1.241         10        640:  92%|█████████▏| 480/519 [03:40<00:18,  2.09it/s]
      39/80      0.94G     0.9707      1.639     0.6362      1.241          8        640:  92%|█████████▏| 480/519 [03:40<00:18,  2.09it/s]
      39/80      0.94G     0.9707      1.639     0.6362      1.241          8        640:  93%|█████████▎| 481/519 [03:40<00:15,  2.47it/s]
      39/80      0.94G     0.9704      1.638     0.6361      1.241          9        640:  93%|█████████▎| 481/519 [03:41<00:15,  2.47it/s]
      39/80      0.94G     0.9704      1.638     0.6361      1.241          9        640:  93%|█████████▎| 482/519 [03:41<00:13,  2.78it/s]
      39/80      0.94G     0.9711      1.639     0.6364      1.241          7        640:  93%|█████████▎| 482/519 [03:42<00:13,  2.78it/s]
      39/80      0.94G     0.9711      1.639     0.6364      1.241          7        640:  93%|█████████▎| 483/519 [03:42<00:19,  1.83it/s]
      39/80      0.94G      0.971      1.639     0.6362      1.241          9        640:  93%|█████████▎| 483/519 [03:42<00:19,  1.83it/s]
      39/80      0.94G      0.971      1.639     0.6362      1.241          9        640:  93%|█████████▎| 484/519 [03:42<00:15,  2.21it/s]
      39/80      0.94G     0.9708      1.639     0.6365      1.241         10        640:  93%|█████████▎| 484/519 [03:42<00:15,  2.21it/s]
      39/80      0.94G     0.9708      1.639     0.6365      1.241         10        640:  93%|█████████▎| 485/519 [03:42<00:12,  2.67it/s]
      39/80      0.94G     0.9709      1.639     0.6367      1.241         12        640:  93%|█████████▎| 485/519 [03:42<00:12,  2.67it/s]
      39/80      0.94G     0.9709      1.639     0.6367      1.241         12        640:  94%|█████████▎| 486/519 [03:42<00:10,  3.01it/s]
      39/80      0.94G      0.971      1.639     0.6365      1.241         12        640:  94%|█████████▎| 486/519 [03:43<00:10,  3.01it/s]
      39/80      0.94G      0.971      1.639     0.6365      1.241         12        640:  94%|█████████▍| 487/519 [03:43<00:13,  2.43it/s]
      39/80      0.94G     0.9714      1.639     0.6371      1.242          8        640:  94%|█████████▍| 487/519 [03:43<00:13,  2.43it/s]
      39/80      0.94G     0.9714      1.639     0.6371      1.242          8        640:  94%|█████████▍| 488/519 [03:43<00:11,  2.78it/s]
      39/80      0.94G     0.9715      1.639     0.6373      1.242         10        640:  94%|█████████▍| 488/519 [03:43<00:11,  2.78it/s]
      39/80      0.94G     0.9715      1.639     0.6373      1.242         10        640:  94%|█████████▍| 489/519 [03:43<00:09,  3.25it/s]
      39/80      0.94G     0.9716      1.639     0.6376      1.242          7        640:  94%|█████████▍| 489/519 [03:44<00:09,  3.25it/s]
      39/80      0.94G     0.9716      1.639     0.6376      1.242          7        640:  94%|█████████▍| 490/519 [03:44<00:10,  2.86it/s]
      39/80      0.94G     0.9716      1.639     0.6374      1.242         10        640:  94%|█████████▍| 490/519 [03:44<00:10,  2.86it/s]
      39/80      0.94G     0.9716      1.639     0.6374      1.242         10        640:  95%|█████████▍| 491/519 [03:44<00:11,  2.37it/s]
      39/80      0.94G     0.9717      1.639     0.6372      1.242         11        640:  95%|█████████▍| 491/519 [03:45<00:11,  2.37it/s]
      39/80      0.94G     0.9717      1.639     0.6372      1.242         11        640:  95%|█████████▍| 492/519 [03:45<00:09,  2.77it/s]
      39/80      0.94G     0.9713      1.639     0.6369      1.242          7        640:  95%|█████████▍| 492/519 [03:45<00:09,  2.77it/s]
      39/80      0.94G     0.9713      1.639     0.6369      1.242          7        640:  95%|█████████▍| 493/519 [03:45<00:09,  2.76it/s]
      39/80      0.94G     0.9722      1.641     0.6371      1.242          6        640:  95%|█████████▍| 493/519 [03:45<00:09,  2.76it/s]
      39/80      0.94G     0.9722      1.641     0.6371      1.242          6        640:  95%|█████████▌| 494/519 [03:45<00:10,  2.33it/s]
      39/80      0.94G     0.9725      1.641     0.6374      1.242          8        640:  95%|█████████▌| 494/519 [03:46<00:10,  2.33it/s]
      39/80      0.94G     0.9725      1.641     0.6374      1.242          8        640:  95%|█████████▌| 495/519 [03:46<00:13,  1.79it/s]
      39/80      0.94G      0.973      1.642     0.6387      1.242          6        640:  95%|█████████▌| 495/519 [03:47<00:13,  1.79it/s]
      39/80      0.94G      0.973      1.642     0.6387      1.242          6        640:  96%|█████████▌| 496/519 [03:47<00:10,  2.24it/s]
      39/80      0.94G     0.9728      1.643     0.6389      1.242          9        640:  96%|█████████▌| 496/519 [03:47<00:10,  2.24it/s]
      39/80      0.94G     0.9728      1.643     0.6389      1.242          9        640:  96%|█████████▌| 497/519 [03:47<00:08,  2.59it/s]
      39/80      0.94G     0.9723      1.642     0.6385      1.242          5        640:  96%|█████████▌| 497/519 [03:47<00:08,  2.59it/s]
      39/80      0.94G     0.9723      1.642     0.6385      1.242          5        640:  96%|█████████▌| 498/519 [03:47<00:06,  3.02it/s]
      39/80      0.94G     0.9724      1.642     0.6385      1.242          9        640:  96%|█████████▌| 498/519 [03:48<00:06,  3.02it/s]
      39/80      0.94G     0.9724      1.642     0.6385      1.242          9        640:  96%|█████████▌| 499/519 [03:48<00:09,  2.12it/s]
      39/80      0.94G      0.972      1.641      0.638      1.242         11        640:  96%|█████████▌| 499/519 [03:48<00:09,  2.12it/s]
      39/80      0.94G      0.972      1.641      0.638      1.242         11        640:  96%|█████████▋| 500/519 [03:48<00:07,  2.48it/s]
      39/80      0.94G     0.9718       1.64     0.6377      1.242         13        640:  96%|█████████▋| 500/519 [03:48<00:07,  2.48it/s]
      39/80      0.94G     0.9718       1.64     0.6377      1.242         13        640:  97%|█████████▋| 501/519 [03:48<00:07,  2.48it/s]
      39/80      0.94G     0.9711      1.639     0.6382      1.241          7        640:  97%|█████████▋| 501/519 [03:49<00:07,  2.48it/s]
      39/80      0.94G     0.9711      1.639     0.6382      1.241          7        640:  97%|█████████▋| 502/519 [03:49<00:06,  2.79it/s]
      39/80      0.94G     0.9705      1.638     0.6379      1.241          5        640:  97%|█████████▋| 502/519 [03:50<00:06,  2.79it/s]
      39/80      0.94G     0.9705      1.638     0.6379      1.241          5        640:  97%|█████████▋| 503/519 [03:50<00:08,  1.84it/s]
      39/80      0.94G     0.9702      1.637     0.6377      1.241         13        640:  97%|█████████▋| 503/519 [03:50<00:08,  1.84it/s]
      39/80      0.94G     0.9702      1.637     0.6377      1.241         13        640:  97%|█████████▋| 504/519 [03:50<00:06,  2.23it/s]
      39/80      0.94G     0.9704      1.637     0.6379      1.241         13        640:  97%|█████████▋| 504/519 [03:50<00:06,  2.23it/s]
      39/80      0.94G     0.9704      1.637     0.6379      1.241         13        640:  97%|█████████▋| 505/519 [03:50<00:05,  2.46it/s]
      39/80      0.94G     0.9707      1.637     0.6381      1.241         11        640:  97%|█████████▋| 505/519 [03:50<00:05,  2.46it/s]
      39/80      0.94G     0.9707      1.637     0.6381      1.241         11        640:  97%|█████████▋| 506/519 [03:50<00:04,  2.92it/s]
      39/80      0.94G     0.9712      1.636     0.6383      1.241          7        640:  97%|█████████▋| 506/519 [03:52<00:04,  2.92it/s]
      39/80      0.94G     0.9712      1.636     0.6383      1.241          7        640:  98%|█████████▊| 507/519 [03:52<00:07,  1.67it/s]
      39/80      0.94G     0.9718      1.636     0.6383      1.242          6        640:  98%|█████████▊| 507/519 [03:52<00:07,  1.67it/s]
      39/80      0.94G     0.9718      1.636     0.6383      1.242          6        640:  98%|█████████▊| 508/519 [03:52<00:05,  2.14it/s]
      39/80      0.94G     0.9713      1.636      0.638      1.242         12        640:  98%|█████████▊| 508/519 [03:52<00:05,  2.14it/s]
      39/80      0.94G     0.9713      1.636      0.638      1.242         12        640:  98%|█████████▊| 509/519 [03:52<00:03,  2.52it/s]
      39/80      0.94G     0.9712      1.636     0.6384      1.242          8        640:  98%|█████████▊| 509/519 [03:52<00:03,  2.52it/s]
      39/80      0.94G     0.9715      1.636     0.6386      1.242         11        640:  98%|█████████▊| 509/519 [03:53<00:03,  2.52it/s]
      39/80      0.94G     0.9715      1.636     0.6386      1.242         11        640:  98%|█████████▊| 511/519 [03:53<00:03,  2.14it/s]
      39/80      0.94G     0.9718      1.636     0.6388      1.242         12        640:  98%|█████████▊| 511/519 [03:54<00:03,  2.14it/s]
      39/80      0.94G     0.9718      1.636     0.6388      1.242         12        640:  99%|█████████▊| 512/519 [03:54<00:04,  1.60it/s]
      39/80      0.94G     0.9714      1.636     0.6387      1.242         11        640:  99%|█████████▊| 512/519 [03:54<00:04,  1.60it/s]
      39/80      0.94G     0.9714      1.636     0.6387      1.242         11        640:  99%|█████████▉| 513/519 [03:54<00:03,  1.92it/s]
      39/80      0.94G     0.9722      1.638     0.6402      1.242         10        640:  99%|█████████▉| 513/519 [03:55<00:03,  1.92it/s]
      39/80      0.94G     0.9722      1.638     0.6402      1.242         10        640:  99%|█████████▉| 514/519 [03:55<00:02,  2.36it/s]
      39/80      0.94G     0.9724      1.639     0.6409      1.242         13        640:  99%|█████████▉| 514/519 [03:55<00:02,  2.36it/s]
      39/80      0.94G     0.9724      1.639     0.6409      1.242         13        640:  99%|█████████▉| 515/519 [03:55<00:01,  2.59it/s]
      39/80      0.94G     0.9724       1.64      0.641      1.242         12        640:  99%|█████████▉| 515/519 [03:56<00:01,  2.59it/s]
      39/80      0.94G     0.9724       1.64      0.641      1.242         12        640:  99%|█████████▉| 516/519 [03:56<00:01,  2.14it/s]
      39/80      0.94G     0.9724       1.64     0.6405      1.242          9        640:  99%|█████████▉| 516/519 [03:56<00:01,  2.14it/s]
      39/80      0.94G     0.9722       1.64     0.6403      1.242         11        640:  99%|█████████▉| 516/519 [03:56<00:01,  2.14it/s]
      39/80      0.94G     0.9722       1.64     0.6403      1.242         11        640: 100%|█████████▉| 518/519 [03:56<00:00,  3.47it/s]
      39/80      0.94G     0.9725       1.64     0.6402      1.242          9        640: 100%|█████████▉| 518/519 [03:56<00:00,  3.47it/s]
      39/80      0.94G     0.9725       1.64     0.6402      1.242          9        640: 100%|██████████| 519/519 [03:56<00:00,  2.20it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:47,  6.37s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<03:01,  2.88s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:50,  1.78s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:18,  1.29s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<01:02,  1.03s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:49,  1.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:43,  1.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:37,  1.53it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:32,  1.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:26,  2.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:23,  2.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:22,  2.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:22,  2.27it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:23,  2.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:22,  2.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:24,  2.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:23,  2.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:23,  1.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:24,  1.84it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:25,  1.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:21,  1.93it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:17,  2.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.93it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.60it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:04,  6.42it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:03,  6.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  6.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.45it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.50it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  8.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  82%|████████▏ | 53/65 [00:21<00:01,  8.49it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  9.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.43it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:22<00:00,  9.82it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.84it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.78it/s]
-                   all        519        519      0.953      0.933       0.98      0.719      0.946      0.925      0.977      0.686
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
      40/80      0.94G      1.096      2.336     0.7885      1.254          9        640:   0%|          | 0/519 [00:02<?, ?it/s]
      40/80      0.94G      1.096      2.336     0.7885      1.254          9        640:   0%|          | 1/519 [00:02<19:32,  2.26s/it]
      40/80      0.94G     0.9579      2.162     0.7309      1.179         13        640:   0%|          | 1/519 [00:03<19:32,  2.26s/it]
      40/80      0.94G     0.9579      2.162     0.7309      1.179         13        640:   0%|          | 2/519 [00:03<12:33,  1.46s/it]
      40/80      0.94G     0.8972      2.024     0.7438      1.184          9        640:   0%|          | 2/519 [00:03<12:33,  1.46s/it]
      40/80      0.94G     0.8972      2.024     0.7438      1.184          9        640:   1%|          | 3/519 [00:03<07:41,  1.12it/s]
      40/80      0.94G     0.9574      2.052     0.8402      1.303          7        640:   1%|          | 3/519 [00:04<07:41,  1.12it/s]
      40/80      0.94G     0.9574      2.052     0.8402      1.303          7        640:   1%|          | 4/519 [00:04<07:27,  1.15it/s]
      40/80      0.94G     0.9772      1.932      0.807      1.276         12        640:   1%|          | 4/519 [00:04<07:27,  1.15it/s]
      40/80      0.94G     0.9772      1.932      0.807      1.276         12        640:   1%|          | 5/519 [00:04<05:26,  1.57it/s]
      40/80      0.94G      1.016      1.854     0.7957      1.329          8        640:   1%|          | 5/519 [00:04<05:26,  1.57it/s]
      40/80      0.94G      1.016      1.854     0.7957      1.329          8        640:   1%|          | 6/519 [00:04<04:14,  2.02it/s]
      40/80      0.94G      1.008      1.756     0.8009      1.346          6        640:   1%|          | 6/519 [00:04<04:14,  2.02it/s]
      40/80      0.94G      1.008      1.756     0.8009      1.346          6        640:   1%|▏         | 7/519 [00:04<03:33,  2.39it/s]
      40/80      0.94G      1.002      1.685     0.7654      1.332         11        640:   1%|▏         | 7/519 [00:06<03:33,  2.39it/s]
      40/80      0.94G      1.002      1.685     0.7654      1.332         11        640:   2%|▏         | 8/519 [00:06<05:54,  1.44it/s]
      40/80      0.94G     0.9766      1.644     0.7326      1.309         11        640:   2%|▏         | 8/519 [00:06<05:54,  1.44it/s]
      40/80      0.94G     0.9766      1.644     0.7326      1.309         11        640:   2%|▏         | 9/519 [00:06<04:40,  1.82it/s]
      40/80      0.94G     0.9912      1.656      0.737      1.298         12        640:   2%|▏         | 9/519 [00:06<04:40,  1.82it/s]
      40/80      0.94G     0.9912      1.656      0.737      1.298         12        640:   2%|▏         | 10/519 [00:06<03:51,  2.20it/s]
      40/80      0.94G     0.9798      1.658     0.7271      1.278          8        640:   2%|▏         | 10/519 [00:06<03:51,  2.20it/s]
      40/80      0.94G     0.9798      1.658     0.7271      1.278          8        640:   2%|▏         | 11/519 [00:06<03:14,  2.61it/s]
      40/80      0.94G     0.9759      1.663     0.7065       1.27         10        640:   2%|▏         | 11/519 [00:08<03:14,  2.61it/s]
      40/80      0.94G     0.9759      1.663     0.7065       1.27         10        640:   2%|▏         | 12/519 [00:08<05:31,  1.53it/s]
      40/80      0.94G     0.9663      1.662     0.6876      1.259         11        640:   2%|▏         | 12/519 [00:08<05:31,  1.53it/s]
      40/80      0.94G     0.9663      1.662     0.6876      1.259         11        640:   3%|▎         | 13/519 [00:08<04:31,  1.87it/s]
      40/80      0.94G     0.9511      1.675     0.6753      1.247         11        640:   3%|▎         | 13/519 [00:08<04:31,  1.87it/s]
      40/80      0.94G     0.9511      1.675     0.6753      1.247         11        640:   3%|▎         | 14/519 [00:08<03:49,  2.20it/s]
      40/80      0.94G     0.9367      1.657     0.6648      1.232          9        640:   3%|▎         | 14/519 [00:08<03:49,  2.20it/s]
      40/80      0.94G     0.9367      1.657     0.6648      1.232          9        640:   3%|▎         | 15/519 [00:08<03:17,  2.55it/s]
      40/80      0.94G      0.927      1.633     0.6597      1.227          8        640:   3%|▎         | 15/519 [00:10<03:17,  2.55it/s]
      40/80      0.94G      0.927      1.633     0.6597      1.227          8        640:   3%|▎         | 16/519 [00:10<06:14,  1.34it/s]
      40/80      0.94G     0.9224       1.61     0.6557      1.231          7        640:   3%|▎         | 16/519 [00:10<06:14,  1.34it/s]
      40/80      0.94G     0.9224       1.61     0.6557      1.231          7        640:   3%|▎         | 17/519 [00:10<04:42,  1.78it/s]
      40/80      0.94G     0.9107      1.575     0.6425      1.223          7        640:   3%|▎         | 17/519 [00:10<04:42,  1.78it/s]
      40/80      0.94G     0.9107      1.575     0.6425      1.223          7        640:   3%|▎         | 18/519 [00:10<03:52,  2.16it/s]
      40/80      0.94G     0.9177      1.576     0.6382      1.234          9        640:   3%|▎         | 18/519 [00:11<03:52,  2.16it/s]
      40/80      0.94G     0.9177      1.576     0.6382      1.234          9        640:   4%|▎         | 19/519 [00:11<03:14,  2.57it/s]
      40/80      0.94G     0.9195       1.57     0.6356      1.231          8        640:   4%|▎         | 19/519 [00:12<03:14,  2.57it/s]
      40/80      0.94G     0.9195       1.57     0.6356      1.231          8        640:   4%|▍         | 20/519 [00:12<04:36,  1.80it/s]
      40/80      0.94G     0.9107      1.599     0.6309      1.225         13        640:   4%|▍         | 20/519 [00:12<04:36,  1.80it/s]
      40/80      0.94G     0.9107      1.599     0.6309      1.225         13        640:   4%|▍         | 21/519 [00:12<03:55,  2.11it/s]
      40/80      0.94G     0.9088      1.593     0.6351      1.215         13        640:   4%|▍         | 21/519 [00:12<03:55,  2.11it/s]
      40/80      0.94G     0.9088      1.593     0.6351      1.215         13        640:   4%|▍         | 22/519 [00:12<03:15,  2.54it/s]
      40/80      0.94G     0.9021      1.582     0.6276      1.209         13        640:   4%|▍         | 22/519 [00:12<03:15,  2.54it/s]
      40/80      0.94G     0.9021      1.582     0.6276      1.209         13        640:   4%|▍         | 23/519 [00:12<02:50,  2.90it/s]
      40/80      0.94G     0.9164      1.581      0.635      1.212         11        640:   4%|▍         | 23/519 [00:13<02:50,  2.90it/s]
      40/80      0.94G     0.9164      1.581      0.635      1.212         11        640:   5%|▍         | 24/519 [00:13<04:24,  1.87it/s]
      40/80      0.94G     0.9111      1.573     0.6294      1.207         10        640:   5%|▍         | 24/519 [00:13<04:24,  1.87it/s]
      40/80      0.94G     0.9111      1.573     0.6294      1.207         10        640:   5%|▍         | 25/519 [00:13<03:38,  2.27it/s]
      40/80      0.94G     0.8991      1.551     0.6209      1.197          7        640:   5%|▍         | 25/519 [00:14<03:38,  2.27it/s]
      40/80      0.94G     0.8991      1.551     0.6209      1.197          7        640:   5%|▌         | 26/519 [00:14<03:07,  2.63it/s]
      40/80      0.94G     0.9161      1.581      0.622      1.209         10        640:   5%|▌         | 26/519 [00:14<03:07,  2.63it/s]
      40/80      0.94G     0.9161      1.581      0.622      1.209         10        640:   5%|▌         | 27/519 [00:14<02:48,  2.92it/s]
      40/80      0.94G     0.9178      1.579     0.6165      1.206         15        640:   5%|▌         | 27/519 [00:15<02:48,  2.92it/s]
      40/80      0.94G     0.9178      1.579     0.6165      1.206         15        640:   5%|▌         | 28/519 [00:15<04:20,  1.88it/s]
      40/80      0.94G     0.9088      1.564     0.6097      1.201         12        640:   5%|▌         | 28/519 [00:15<04:20,  1.88it/s]
      40/80      0.94G     0.9088      1.564     0.6097      1.201         12        640:   6%|▌         | 29/519 [00:15<03:39,  2.23it/s]
      40/80      0.94G     0.9034      1.555     0.6054      1.195         13        640:   6%|▌         | 29/519 [00:15<03:39,  2.23it/s]
      40/80      0.94G     0.9034      1.555     0.6054      1.195         13        640:   6%|▌         | 30/519 [00:15<03:05,  2.64it/s]
      40/80      0.94G     0.9091      1.563     0.6114      1.195          8        640:   6%|▌         | 30/519 [00:16<03:05,  2.64it/s]
      40/80      0.94G     0.9091      1.563     0.6114      1.195          8        640:   6%|▌         | 31/519 [00:16<02:43,  2.99it/s]
      40/80      0.94G     0.9073      1.558     0.6086      1.193         14        640:   6%|▌         | 31/519 [00:17<02:43,  2.99it/s]
      40/80      0.94G     0.9073      1.558     0.6086      1.193         14        640:   6%|▌         | 32/519 [00:17<04:34,  1.77it/s]
      40/80      0.94G     0.9053      1.555     0.6053      1.191         11        640:   6%|▌         | 32/519 [00:17<04:34,  1.77it/s]
      40/80      0.94G     0.9053      1.555     0.6053      1.191         11        640:   6%|▋         | 33/519 [00:17<03:44,  2.16it/s]
      40/80      0.94G     0.9041      1.554     0.6053      1.192         11        640:   6%|▋         | 33/519 [00:17<03:44,  2.16it/s]
      40/80      0.94G     0.9041      1.554     0.6053      1.192         11        640:   7%|▋         | 34/519 [00:17<03:13,  2.50it/s]
      40/80      0.94G     0.9021       1.55     0.6024      1.191          9        640:   7%|▋         | 34/519 [00:17<03:13,  2.50it/s]
      40/80      0.94G     0.9021       1.55     0.6024      1.191          9        640:   7%|▋         | 35/519 [00:17<02:43,  2.96it/s]
      40/80      0.94G     0.8987       1.54     0.6022       1.19         13        640:   7%|▋         | 35/519 [00:18<02:43,  2.96it/s]
      40/80      0.94G     0.8987       1.54     0.6022       1.19         13        640:   7%|▋         | 36/519 [00:18<04:16,  1.88it/s]
      40/80      0.94G     0.8965      1.538     0.5973       1.19          9        640:   7%|▋         | 36/519 [00:19<04:16,  1.88it/s]
      40/80      0.94G     0.8965      1.538     0.5973       1.19          9        640:   7%|▋         | 37/519 [00:19<03:25,  2.35it/s]
      40/80      0.94G     0.8974      1.537     0.6021      1.189         10        640:   7%|▋         | 37/519 [00:19<03:25,  2.35it/s]
      40/80      0.94G     0.8974      1.537     0.6021      1.189         10        640:   7%|▋         | 38/519 [00:19<03:00,  2.67it/s]
      40/80      0.94G     0.9139      1.548     0.6068      1.203          7        640:   7%|▋         | 38/519 [00:19<03:00,  2.67it/s]
      40/80      0.94G     0.9139      1.548     0.6068      1.203          7        640:   8%|▊         | 39/519 [00:19<02:48,  2.84it/s]
      40/80      0.94G     0.9157      1.539     0.6066      1.202          6        640:   8%|▊         | 39/519 [00:21<02:48,  2.84it/s]
      40/80      0.94G     0.9157      1.539     0.6066      1.202          6        640:   8%|▊         | 40/519 [00:21<05:34,  1.43it/s]
      40/80      0.94G     0.9099      1.517     0.6059      1.198          3        640:   8%|▊         | 40/519 [00:21<05:34,  1.43it/s]
      40/80      0.94G     0.9099      1.517     0.6059      1.198          3        640:   8%|▊         | 41/519 [00:21<04:22,  1.82it/s]
      40/80      0.94G     0.9119      1.514     0.6028      1.201          7        640:   8%|▊         | 41/519 [00:21<04:22,  1.82it/s]
      40/80      0.94G     0.9119      1.514     0.6028      1.201          7        640:   8%|▊         | 42/519 [00:21<03:39,  2.18it/s]
      40/80      0.94G     0.9092      1.505     0.5982      1.201          8        640:   8%|▊         | 42/519 [00:21<03:39,  2.18it/s]
      40/80      0.94G     0.9092      1.505     0.5982      1.201          8        640:   8%|▊         | 43/519 [00:21<03:04,  2.57it/s]
      40/80      0.94G     0.9134      1.503      0.598      1.202         10        640:   8%|▊         | 43/519 [00:22<03:04,  2.57it/s]
      40/80      0.94G     0.9134      1.503      0.598      1.202         10        640:   8%|▊         | 44/519 [00:22<04:48,  1.64it/s]
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      40/80      0.94G     0.9141      1.502     0.5997      1.206          9        640:   9%|▉         | 46/519 [00:23<03:20,  2.36it/s]
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      40/80      0.94G     0.9125      1.502     0.5974      1.205          9        640:   9%|▉         | 47/519 [00:24<02:54,  2.70it/s]
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      40/80      0.94G     0.9102      1.495     0.5917      1.199         12        640:   9%|▉         | 49/519 [00:25<04:03,  1.93it/s]
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      40/80      0.94G     0.9173      1.523     0.5978      1.205          6        640:  12%|█▏        | 60/519 [00:29<04:49,  1.58it/s]
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      40/80      0.94G     0.9229      1.554     0.5998       1.21          9        640:  12%|█▏        | 63/519 [00:30<02:52,  2.65it/s]
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      40/80      0.94G       0.92      1.555     0.5992      1.211          5        640:  12%|█▏        | 64/519 [00:31<02:33,  2.96it/s]
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      40/80      0.94G     0.9199      1.558     0.6002      1.209         11        640:  13%|█▎        | 66/519 [00:31<02:27,  3.08it/s]
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      40/80      0.94G     0.9238       1.56      0.603       1.21         10        640:  13%|█▎        | 68/519 [00:32<03:27,  2.17it/s]
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      40/80      0.94G     0.9208      1.561      0.601       1.21         10        640:  13%|█▎        | 69/519 [00:33<03:02,  2.46it/s]
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      40/80      0.94G     0.9384      1.581      0.618      1.226          9        640:  18%|█▊        | 91/519 [00:43<02:45,  2.59it/s]
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      40/80      0.94G     0.9419      1.583     0.6192      1.225          9        640:  57%|█████▋    | 297/519 [02:16<01:22,  2.68it/s]
      40/80      0.94G     0.9419      1.583     0.6192      1.225          9        640:  57%|█████▋    | 298/519 [02:16<01:44,  2.11it/s]
      40/80      0.94G     0.9415      1.582     0.6191      1.224         12        640:  57%|█████▋    | 298/519 [02:17<01:44,  2.11it/s]
      40/80      0.94G     0.9415      1.582     0.6191      1.224         12        640:  58%|█████▊    | 299/519 [02:17<01:30,  2.44it/s]
      40/80      0.94G      0.942      1.582      0.619      1.225          5        640:  58%|█████▊    | 299/519 [02:17<01:30,  2.44it/s]
      40/80      0.94G      0.942      1.582      0.619      1.225          5        640:  58%|█████▊    | 300/519 [02:17<01:24,  2.59it/s]
      40/80      0.94G     0.9425      1.581      0.619      1.226          8        640:  58%|█████▊    | 300/519 [02:17<01:24,  2.59it/s]
      40/80      0.94G     0.9425      1.581      0.619      1.226          8        640:  58%|█████▊    | 301/519 [02:17<01:15,  2.90it/s]
      40/80      0.94G     0.9417      1.581     0.6188      1.225         14        640:  58%|█████▊    | 301/519 [02:18<01:15,  2.90it/s]
      40/80      0.94G     0.9417      1.581     0.6188      1.225         14        640:  58%|█████▊    | 302/519 [02:18<02:04,  1.74it/s]
      40/80      0.94G     0.9424      1.583     0.6195      1.226          8        640:  58%|█████▊    | 302/519 [02:18<02:04,  1.74it/s]
      40/80      0.94G     0.9424      1.583     0.6195      1.226          8        640:  58%|█████▊    | 303/519 [02:18<01:42,  2.11it/s]
      40/80      0.94G     0.9421      1.583     0.6193      1.226         11        640:  58%|█████▊    | 303/519 [02:19<01:42,  2.11it/s]
      40/80      0.94G     0.9421      1.583     0.6193      1.226         11        640:  59%|█████▊    | 304/519 [02:19<01:30,  2.39it/s]
      40/80      0.94G     0.9413      1.581     0.6187      1.225         10        640:  59%|█████▊    | 304/519 [02:20<01:30,  2.39it/s]
      40/80      0.94G     0.9413      1.581     0.6187      1.225         10        640:  59%|█████▉    | 305/519 [02:20<01:57,  1.82it/s]
      40/80      0.94G     0.9414      1.581     0.6188      1.225          9        640:  59%|█████▉    | 305/519 [02:20<01:57,  1.82it/s]
      40/80      0.94G     0.9414      1.581     0.6188      1.225          9        640:  59%|█████▉    | 306/519 [02:20<01:51,  1.92it/s]
      40/80      0.94G     0.9415      1.582     0.6198      1.226         11        640:  59%|█████▉    | 306/519 [02:20<01:51,  1.92it/s]
      40/80      0.94G     0.9415      1.582     0.6198      1.226         11        640:  59%|█████▉    | 307/519 [02:20<01:35,  2.23it/s]
      40/80      0.94G     0.9421      1.582     0.6208      1.226         12        640:  59%|█████▉    | 307/519 [02:21<01:35,  2.23it/s]
      40/80      0.94G     0.9421      1.582     0.6208      1.226         12        640:  59%|█████▉    | 308/519 [02:21<01:19,  2.64it/s]
      40/80      0.94G      0.942      1.582     0.6207      1.226         11        640:  59%|█████▉    | 308/519 [02:21<01:19,  2.64it/s]
      40/80      0.94G      0.942      1.582     0.6207      1.226         11        640:  60%|█████▉    | 309/519 [02:21<01:42,  2.06it/s]
      40/80      0.94G     0.9422      1.584     0.6211      1.226         15        640:  60%|█████▉    | 309/519 [02:22<01:42,  2.06it/s]
      40/80      0.94G     0.9422      1.584     0.6211      1.226         15        640:  60%|█████▉    | 310/519 [02:22<01:52,  1.86it/s]
      40/80      0.94G     0.9419      1.583     0.6209      1.226         12        640:  60%|█████▉    | 310/519 [02:22<01:52,  1.86it/s]
      40/80      0.94G     0.9419      1.583     0.6209      1.226         12        640:  60%|█████▉    | 311/519 [02:22<01:32,  2.24it/s]
      40/80      0.94G     0.9413      1.582     0.6209      1.225          9        640:  60%|█████▉    | 311/519 [02:22<01:32,  2.24it/s]
      40/80      0.94G     0.9413      1.582     0.6209      1.225          9        640:  60%|██████    | 312/519 [02:22<01:19,  2.61it/s]
      40/80      0.94G     0.9406      1.581     0.6202      1.225         11        640:  60%|██████    | 312/519 [02:23<01:19,  2.61it/s]
      40/80      0.94G     0.9406      1.581     0.6202      1.225         11        640:  60%|██████    | 313/519 [02:23<01:18,  2.62it/s]
      40/80      0.94G     0.9405      1.581     0.6203      1.225          8        640:  60%|██████    | 313/519 [02:24<01:18,  2.62it/s]
      40/80      0.94G     0.9405      1.581     0.6203      1.225          8        640:  61%|██████    | 314/519 [02:24<02:06,  1.62it/s]
      40/80      0.94G     0.9414      1.582       0.62      1.225         11        640:  61%|██████    | 314/519 [02:24<02:06,  1.62it/s]
      40/80      0.94G     0.9414      1.582       0.62      1.225         11        640:  61%|██████    | 315/519 [02:24<01:37,  2.09it/s]
      40/80      0.94G     0.9423      1.583     0.6201      1.226          8        640:  61%|██████    | 315/519 [02:24<01:37,  2.09it/s]
      40/80      0.94G     0.9423      1.583     0.6201      1.226          8        640:  61%|██████    | 316/519 [02:24<01:30,  2.24it/s]
      40/80      0.94G     0.9422      1.582     0.6199      1.225         10        640:  61%|██████    | 316/519 [02:25<01:30,  2.24it/s]
      40/80      0.94G     0.9422      1.582     0.6199      1.225         10        640:  61%|██████    | 317/519 [02:25<01:46,  1.90it/s]
      40/80      0.94G     0.9422      1.582     0.6195      1.225         14        640:  61%|██████    | 317/519 [02:25<01:46,  1.90it/s]
      40/80      0.94G     0.9422      1.582     0.6195      1.225         14        640:  61%|██████▏   | 318/519 [02:25<01:28,  2.26it/s]
      40/80      0.94G     0.9424      1.584     0.6209      1.225          9        640:  61%|██████▏   | 318/519 [02:26<01:28,  2.26it/s]
      40/80      0.94G     0.9424      1.584     0.6209      1.225          9        640:  61%|██████▏   | 319/519 [02:26<01:16,  2.61it/s]
      40/80      0.94G     0.9427      1.583     0.6209      1.224         15        640:  61%|██████▏   | 319/519 [02:26<01:16,  2.61it/s]
      40/80      0.94G     0.9427      1.583     0.6209      1.224         15        640:  62%|██████▏   | 320/519 [02:26<01:06,  2.99it/s]
      40/80      0.94G     0.9428      1.583     0.6209      1.224         12        640:  62%|██████▏   | 320/519 [02:28<01:06,  2.99it/s]
      40/80      0.94G     0.9428      1.583     0.6209      1.224         12        640:  62%|██████▏   | 321/519 [02:28<02:22,  1.39it/s]
      40/80      0.94G     0.9425      1.581     0.6207      1.224          8        640:  62%|██████▏   | 321/519 [02:28<02:22,  1.39it/s]
      40/80      0.94G     0.9425      1.581     0.6207      1.224          8        640:  62%|██████▏   | 322/519 [02:28<01:51,  1.77it/s]
      40/80      0.94G     0.9439      1.582     0.6216      1.224          9        640:  62%|██████▏   | 322/519 [02:28<01:51,  1.77it/s]
      40/80      0.94G     0.9439      1.582     0.6216      1.224          9        640:  62%|██████▏   | 323/519 [02:28<01:28,  2.22it/s]
      40/80      0.94G     0.9435       1.58     0.6212      1.224         10        640:  62%|██████▏   | 323/519 [02:28<01:28,  2.22it/s]
      40/80      0.94G     0.9435       1.58     0.6212      1.224         10        640:  62%|██████▏   | 324/519 [02:28<01:16,  2.55it/s]
      40/80      0.94G     0.9432      1.579     0.6215      1.224         16        640:  62%|██████▏   | 324/519 [02:30<01:16,  2.55it/s]
      40/80      0.94G     0.9432      1.579     0.6215      1.224         16        640:  63%|██████▎   | 325/519 [02:30<02:11,  1.47it/s]
      40/80      0.94G     0.9434       1.58     0.6212      1.224          9        640:  63%|██████▎   | 325/519 [02:30<02:11,  1.47it/s]
      40/80      0.94G     0.9434       1.58     0.6212      1.224          9        640:  63%|██████▎   | 326/519 [02:30<01:41,  1.90it/s]
      40/80      0.94G     0.9443       1.58     0.6218      1.224         10        640:  63%|██████▎   | 326/519 [02:30<01:41,  1.90it/s]
      40/80      0.94G     0.9443       1.58     0.6218      1.224         10        640:  63%|██████▎   | 327/519 [02:30<01:21,  2.36it/s]
      40/80      0.94G     0.9443      1.581     0.6222      1.225         11        640:  63%|██████▎   | 327/519 [02:30<01:21,  2.36it/s]
      40/80      0.94G     0.9443      1.581     0.6222      1.225         11        640:  63%|██████▎   | 328/519 [02:30<01:10,  2.69it/s]
      40/80      0.94G     0.9451      1.579     0.6222      1.225          7        640:  63%|██████▎   | 328/519 [02:31<01:10,  2.69it/s]
      40/80      0.94G     0.9451      1.579     0.6222      1.225          7        640:  63%|██████▎   | 329/519 [02:31<01:35,  1.99it/s]
      40/80      0.94G     0.9441      1.578      0.622      1.225         11        640:  63%|██████▎   | 329/519 [02:31<01:35,  1.99it/s]
      40/80      0.94G     0.9441      1.578      0.622      1.225         11        640:  64%|██████▎   | 330/519 [02:31<01:25,  2.21it/s]
      40/80      0.94G     0.9436      1.577     0.6215      1.224         11        640:  64%|██████▎   | 330/519 [02:32<01:25,  2.21it/s]
      40/80      0.94G     0.9436      1.577     0.6215      1.224         11        640:  64%|██████▍   | 331/519 [02:32<01:13,  2.54it/s]
      40/80      0.94G     0.9432      1.578     0.6217      1.224          7        640:  64%|██████▍   | 331/519 [02:32<01:13,  2.54it/s]
      40/80      0.94G     0.9432      1.578     0.6217      1.224          7        640:  64%|██████▍   | 332/519 [02:32<01:07,  2.77it/s]
      40/80      0.94G     0.9438      1.578     0.6219      1.224         12        640:  64%|██████▍   | 332/519 [02:33<01:07,  2.77it/s]
      40/80      0.94G     0.9438      1.578     0.6219      1.224         12        640:  64%|██████▍   | 333/519 [02:33<01:36,  1.93it/s]
      40/80      0.94G     0.9434      1.576     0.6215      1.224          8        640:  64%|██████▍   | 333/519 [02:33<01:36,  1.93it/s]
      40/80      0.94G     0.9434      1.576     0.6215      1.224          8        640:  64%|██████▍   | 334/519 [02:33<01:40,  1.84it/s]
      40/80      0.94G     0.9441      1.577     0.6212      1.224          6        640:  64%|██████▍   | 334/519 [02:33<01:40,  1.84it/s]
      40/80      0.94G     0.9441      1.577     0.6212      1.224          6        640:  65%|██████▍   | 335/519 [02:33<01:19,  2.31it/s]
      40/80      0.94G     0.9437      1.577     0.6215      1.224         11        640:  65%|██████▍   | 335/519 [02:34<01:19,  2.31it/s]
      40/80      0.94G     0.9437      1.577     0.6215      1.224         11        640:  65%|██████▍   | 336/519 [02:34<01:09,  2.64it/s]
      40/80      0.94G     0.9436      1.575     0.6213      1.223          7        640:  65%|██████▍   | 336/519 [02:34<01:09,  2.64it/s]
      40/80      0.94G     0.9436      1.575     0.6213      1.223          7        640:  65%|██████▍   | 337/519 [02:34<01:26,  2.11it/s]
      40/80      0.94G     0.9432      1.575     0.6212      1.223         10        640:  65%|██████▍   | 337/519 [02:35<01:26,  2.11it/s]
      40/80      0.94G     0.9432      1.575     0.6212      1.223         10        640:  65%|██████▌   | 338/519 [02:35<01:36,  1.87it/s]
      40/80      0.94G     0.9427      1.574     0.6204      1.223         11        640:  65%|██████▌   | 338/519 [02:35<01:36,  1.87it/s]
      40/80      0.94G     0.9427      1.574     0.6204      1.223         11        640:  65%|██████▌   | 339/519 [02:35<01:20,  2.23it/s]
      40/80      0.94G     0.9423      1.574       0.62      1.222         10        640:  65%|██████▌   | 339/519 [02:36<01:20,  2.23it/s]
      40/80      0.94G     0.9423      1.574       0.62      1.222         10        640:  66%|██████▌   | 340/519 [02:36<01:06,  2.69it/s]
      40/80      0.94G     0.9428      1.573     0.6207      1.222         10        640:  66%|██████▌   | 340/519 [02:36<01:06,  2.69it/s]
      40/80      0.94G     0.9428      1.573     0.6207      1.222         10        640:  66%|██████▌   | 341/519 [02:36<01:07,  2.65it/s]
      40/80      0.94G     0.9428      1.573     0.6204      1.222         11        640:  66%|██████▌   | 341/519 [02:36<01:07,  2.65it/s]
      40/80      0.94G     0.9428      1.573     0.6204      1.222         11        640:  66%|██████▌   | 342/519 [02:36<01:13,  2.41it/s]
      40/80      0.94G     0.9429      1.573     0.6203      1.222          9        640:  66%|██████▌   | 342/519 [02:37<01:13,  2.41it/s]
      40/80      0.94G     0.9429      1.573     0.6203      1.222          9        640:  66%|██████▌   | 343/519 [02:37<01:02,  2.81it/s]
      40/80      0.94G     0.9427      1.571     0.6199      1.221         13        640:  66%|██████▌   | 343/519 [02:37<01:02,  2.81it/s]
      40/80      0.94G     0.9427      1.571     0.6199      1.221         13        640:  66%|██████▋   | 344/519 [02:37<00:55,  3.14it/s]
      40/80      0.94G     0.9429      1.572     0.6202      1.222          8        640:  66%|██████▋   | 344/519 [02:37<00:55,  3.14it/s]
      40/80      0.94G     0.9429      1.572     0.6202      1.222          8        640:  66%|██████▋   | 345/519 [02:37<01:05,  2.65it/s]
      40/80      0.94G     0.9425      1.571     0.6201      1.221         14        640:  66%|██████▋   | 345/519 [02:38<01:05,  2.65it/s]
      40/80      0.94G     0.9425      1.571     0.6201      1.221         14        640:  67%|██████▋   | 346/519 [02:38<01:19,  2.17it/s]
      40/80      0.94G      0.942      1.569     0.6195      1.221          9        640:  67%|██████▋   | 346/519 [02:38<01:19,  2.17it/s]
      40/80      0.94G      0.942      1.569     0.6195      1.221          9        640:  67%|██████▋   | 347/519 [02:38<01:06,  2.58it/s]
      40/80      0.94G     0.9419      1.569      0.619      1.221         11        640:  67%|██████▋   | 347/519 [02:39<01:06,  2.58it/s]
      40/80      0.94G     0.9419      1.569      0.619      1.221         11        640:  67%|██████▋   | 348/519 [02:39<01:04,  2.66it/s]
      40/80      0.94G     0.9417      1.569     0.6191      1.221          8        640:  67%|██████▋   | 348/519 [02:39<01:04,  2.66it/s]
      40/80      0.94G     0.9417      1.569     0.6191      1.221          8        640:  67%|██████▋   | 349/519 [02:39<01:00,  2.81it/s]
      40/80      0.94G     0.9425      1.568     0.6192      1.221         11        640:  67%|██████▋   | 349/519 [02:40<01:00,  2.81it/s]
      40/80      0.94G     0.9425      1.568     0.6192      1.221         11        640:  67%|██████▋   | 350/519 [02:40<01:59,  1.42it/s]
      40/80      0.94G     0.9433      1.569     0.6202      1.221         10        640:  67%|██████▋   | 350/519 [02:41<01:59,  1.42it/s]
      40/80      0.94G     0.9433      1.569     0.6202      1.221         10        640:  68%|██████▊   | 351/519 [02:41<01:34,  1.77it/s]
      40/80      0.94G     0.9436      1.568     0.6204      1.221         11        640:  68%|██████▊   | 351/519 [02:41<01:34,  1.77it/s]
      40/80      0.94G     0.9436      1.568     0.6204      1.221         11        640:  68%|██████▊   | 352/519 [02:41<01:17,  2.14it/s]
      40/80      0.94G     0.9434      1.568     0.6206      1.221         11        640:  68%|██████▊   | 352/519 [02:41<01:17,  2.14it/s]
      40/80      0.94G     0.9434      1.568     0.6206      1.221         11        640:  68%|██████▊   | 353/519 [02:41<01:07,  2.45it/s]
      40/80      0.94G     0.9445      1.571     0.6212      1.221         14        640:  68%|██████▊   | 353/519 [02:43<01:07,  2.45it/s]
      40/80      0.94G     0.9445      1.571     0.6212      1.221         14        640:  68%|██████▊   | 354/519 [02:43<01:56,  1.42it/s]
      40/80      0.94G     0.9442      1.573      0.621      1.221         11        640:  68%|██████▊   | 354/519 [02:43<01:56,  1.42it/s]
      40/80      0.94G     0.9442      1.573      0.621      1.221         11        640:  68%|██████▊   | 355/519 [02:43<01:31,  1.79it/s]
      40/80      0.94G     0.9449      1.575     0.6221      1.221          7        640:  68%|██████▊   | 355/519 [02:43<01:31,  1.79it/s]
      40/80      0.94G     0.9449      1.575     0.6221      1.221          7        640:  69%|██████▊   | 356/519 [02:43<01:16,  2.13it/s]
      40/80      0.94G     0.9448      1.576     0.6215      1.221          6        640:  69%|██████▊   | 356/519 [02:43<01:16,  2.13it/s]
      40/80      0.94G     0.9448      1.576     0.6215      1.221          6        640:  69%|██████▉   | 357/519 [02:43<01:06,  2.44it/s]
      40/80      0.94G     0.9454      1.576     0.6214      1.221          8        640:  69%|██████▉   | 357/519 [02:45<01:06,  2.44it/s]
      40/80      0.94G     0.9454      1.576     0.6214      1.221          8        640:  69%|██████▉   | 358/519 [02:45<01:43,  1.55it/s]
      40/80      0.94G     0.9454      1.576      0.621      1.221          8        640:  69%|██████▉   | 358/519 [02:45<01:43,  1.55it/s]
      40/80      0.94G     0.9454      1.576      0.621      1.221          8        640:  69%|██████▉   | 359/519 [02:45<01:21,  1.96it/s]
      40/80      0.94G     0.9449      1.574     0.6206      1.221         11        640:  69%|██████▉   | 359/519 [02:45<01:21,  1.96it/s]
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      40/80      0.94G     0.9489      1.573     0.6266      1.222          9        640:  93%|█████████▎| 481/519 [03:40<00:12,  3.14it/s]
      40/80      0.94G     0.9499      1.576     0.6273      1.222          8        640:  93%|█████████▎| 481/519 [03:42<00:12,  3.14it/s]
      40/80      0.94G     0.9499      1.576     0.6273      1.222          8        640:  93%|█████████▎| 482/519 [03:42<00:23,  1.56it/s]
      40/80      0.94G       0.95      1.577     0.6274      1.223         10        640:  93%|█████████▎| 482/519 [03:42<00:23,  1.56it/s]
      40/80      0.94G       0.95      1.577     0.6274      1.223         10        640:  93%|█████████▎| 483/519 [03:42<00:18,  1.94it/s]
      40/80      0.94G     0.9498      1.577     0.6274      1.223         11        640:  93%|█████████▎| 483/519 [03:42<00:18,  1.94it/s]
      40/80      0.94G     0.9498      1.577     0.6274      1.223         11        640:  93%|█████████▎| 484/519 [03:42<00:14,  2.40it/s]
      40/80      0.94G     0.9501      1.576     0.6274      1.223         10        640:  93%|█████████▎| 484/519 [03:42<00:14,  2.40it/s]
      40/80      0.94G     0.9501      1.576     0.6274      1.223         10        640:  93%|█████████▎| 485/519 [03:42<00:12,  2.79it/s]
      40/80      0.94G     0.9495      1.575     0.6269      1.223          8        640:  93%|█████████▎| 485/519 [03:43<00:12,  2.79it/s]
      40/80      0.94G     0.9495      1.575     0.6269      1.223          8        640:  94%|█████████▎| 486/519 [03:43<00:18,  1.83it/s]
      40/80      0.94G     0.9493      1.576     0.6272      1.223         11        640:  94%|█████████▎| 486/519 [03:44<00:18,  1.83it/s]
      40/80      0.94G     0.9493      1.576     0.6272      1.223         11        640:  94%|█████████▍| 487/519 [03:44<00:14,  2.25it/s]
      40/80      0.94G     0.9494      1.577     0.6272      1.223         10        640:  94%|█████████▍| 487/519 [03:44<00:14,  2.25it/s]
      40/80      0.94G     0.9494      1.577     0.6272      1.223         10        640:  94%|█████████▍| 488/519 [03:44<00:11,  2.67it/s]
      40/80      0.94G      0.949      1.577     0.6269      1.222          8        640:  94%|█████████▍| 488/519 [03:44<00:11,  2.67it/s]
      40/80      0.94G      0.949      1.577     0.6269      1.222          8        640:  94%|█████████▍| 489/519 [03:44<00:10,  2.90it/s]
      40/80      0.94G     0.9493      1.576      0.627      1.222         10        640:  94%|█████████▍| 489/519 [03:45<00:10,  2.90it/s]
      40/80      0.94G     0.9493      1.576      0.627      1.222         10        640:  94%|█████████▍| 490/519 [03:45<00:18,  1.55it/s]
      40/80      0.94G     0.9497      1.578     0.6272      1.223          6        640:  94%|█████████▍| 490/519 [03:46<00:18,  1.55it/s]
      40/80      0.94G     0.9497      1.578     0.6272      1.223          6        640:  95%|█████████▍| 491/519 [03:46<00:14,  1.88it/s]
      40/80      0.94G     0.9502      1.579     0.6275      1.223          9        640:  95%|█████████▍| 491/519 [03:46<00:14,  1.88it/s]
      40/80      0.94G     0.9502      1.579     0.6275      1.223          9        640:  95%|█████████▍| 492/519 [03:46<00:12,  2.17it/s]
      40/80      0.94G     0.9507       1.58     0.6276      1.223         11        640:  95%|█████████▍| 492/519 [03:46<00:12,  2.17it/s]
      40/80      0.94G     0.9507       1.58     0.6276      1.223         11        640:  95%|█████████▍| 493/519 [03:46<00:10,  2.45it/s]
      40/80      0.94G     0.9503       1.58     0.6276      1.223          9        640:  95%|█████████▍| 493/519 [03:47<00:10,  2.45it/s]
      40/80      0.94G     0.9503       1.58     0.6276      1.223          9        640:  95%|█████████▌| 494/519 [03:47<00:15,  1.59it/s]
      40/80      0.94G     0.9509      1.582     0.6285      1.224          7        640:  95%|█████████▌| 494/519 [03:48<00:15,  1.59it/s]
      40/80      0.94G     0.9509      1.582     0.6285      1.224          7        640:  95%|█████████▌| 495/519 [03:48<00:11,  2.04it/s]
      40/80      0.94G     0.9509      1.581     0.6283      1.224         11        640:  95%|█████████▌| 495/519 [03:48<00:11,  2.04it/s]
      40/80      0.94G     0.9509      1.581     0.6283      1.224         11        640:  96%|█████████▌| 496/519 [03:48<00:09,  2.44it/s]
      40/80      0.94G     0.9511      1.582     0.6282      1.224         11        640:  96%|█████████▌| 496/519 [03:48<00:09,  2.44it/s]
      40/80      0.94G     0.9511      1.582     0.6282      1.224         11        640:  96%|█████████▌| 497/519 [03:48<00:07,  2.89it/s]
      40/80      0.94G     0.9511      1.582     0.6281      1.224         13        640:  96%|█████████▌| 497/519 [03:49<00:07,  2.89it/s]
      40/80      0.94G     0.9511      1.582     0.6281      1.224         13        640:  96%|█████████▌| 498/519 [03:49<00:13,  1.56it/s]
      40/80      0.94G     0.9508      1.582     0.6276      1.224          9        640:  96%|█████████▌| 498/519 [03:49<00:13,  1.56it/s]
      40/80      0.94G     0.9508      1.582     0.6276      1.224          9        640:  96%|█████████▌| 499/519 [03:49<00:09,  2.01it/s]
      40/80      0.94G     0.9514      1.582     0.6279      1.224         13        640:  96%|█████████▌| 499/519 [03:50<00:09,  2.01it/s]
      40/80      0.94G     0.9514      1.582     0.6279      1.224         13        640:  96%|█████████▋| 500/519 [03:50<00:07,  2.40it/s]
      40/80      0.94G     0.9515      1.582     0.6282      1.223          8        640:  96%|█████████▋| 500/519 [03:50<00:07,  2.40it/s]
      40/80      0.94G     0.9515      1.582     0.6282      1.223          8        640:  97%|█████████▋| 501/519 [03:50<00:06,  2.76it/s]
      40/80      0.94G     0.9515      1.582     0.6282      1.223         13        640:  97%|█████████▋| 501/519 [03:51<00:06,  2.76it/s]
      40/80      0.94G     0.9515      1.582     0.6282      1.223         13        640:  97%|█████████▋| 502/519 [03:51<00:07,  2.14it/s]
      40/80      0.94G     0.9518      1.582     0.6287      1.223         11        640:  97%|█████████▋| 502/519 [03:51<00:07,  2.14it/s]
      40/80      0.94G     0.9518      1.582     0.6287      1.223         11        640:  97%|█████████▋| 503/519 [03:51<00:06,  2.64it/s]
      40/80      0.94G     0.9516      1.582     0.6286      1.223         13        640:  97%|█████████▋| 503/519 [03:51<00:06,  2.64it/s]
      40/80      0.94G     0.9516      1.582     0.6286      1.223         13        640:  97%|█████████▋| 504/519 [03:51<00:05,  2.88it/s]
      40/80      0.94G      0.952      1.583     0.6289      1.223          5        640:  97%|█████████▋| 504/519 [03:51<00:05,  2.88it/s]
      40/80      0.94G      0.952      1.583     0.6289      1.223          5        640:  97%|█████████▋| 505/519 [03:51<00:04,  3.27it/s]
      40/80      0.94G     0.9529      1.585     0.6292      1.224          9        640:  97%|█████████▋| 505/519 [03:52<00:04,  3.27it/s]
      40/80      0.94G     0.9529      1.585     0.6292      1.224          9        640:  97%|█████████▋| 506/519 [03:52<00:06,  2.13it/s]
      40/80      0.94G     0.9528      1.584     0.6292      1.223          6        640:  97%|█████████▋| 506/519 [03:52<00:06,  2.13it/s]
      40/80      0.94G     0.9528      1.584     0.6292      1.223          6        640:  98%|█████████▊| 507/519 [03:52<00:04,  2.52it/s]
      40/80      0.94G      0.953      1.584     0.6292      1.223          9        640:  98%|█████████▊| 507/519 [03:53<00:04,  2.52it/s]
      40/80      0.94G      0.953      1.584     0.6292      1.223          9        640:  98%|█████████▊| 508/519 [03:53<00:04,  2.73it/s]
      40/80      0.94G     0.9535      1.586     0.6297      1.224         11        640:  98%|█████████▊| 508/519 [03:53<00:04,  2.73it/s]
      40/80      0.94G     0.9535      1.586     0.6297      1.224         11        640:  98%|█████████▊| 509/519 [03:53<00:03,  2.86it/s]
      40/80      0.94G     0.9542      1.587     0.6303      1.224         10        640:  98%|█████████▊| 509/519 [03:54<00:03,  2.86it/s]
      40/80      0.94G     0.9542      1.587     0.6303      1.224         10        640:  98%|█████████▊| 510/519 [03:54<00:06,  1.40it/s]
      40/80      0.94G     0.9544      1.587     0.6302      1.224         10        640:  98%|█████████▊| 510/519 [03:55<00:06,  1.40it/s]
      40/80      0.94G     0.9544      1.587     0.6302      1.224         10        640:  98%|█████████▊| 511/519 [03:55<00:06,  1.26it/s]
      40/80      0.94G     0.9546      1.587     0.6303      1.224         14        640:  98%|█████████▊| 511/519 [03:56<00:06,  1.26it/s]
      40/80      0.94G     0.9546      1.587     0.6303      1.224         14        640:  99%|█████████▊| 512/519 [03:56<00:04,  1.64it/s]
      40/80      0.94G     0.9545      1.587     0.6301      1.224         13        640:  99%|█████████▊| 512/519 [03:56<00:04,  1.64it/s]
      40/80      0.94G     0.9545      1.587     0.6301      1.224         13        640:  99%|█████████▉| 513/519 [03:56<00:02,  2.04it/s]
      40/80      0.94G     0.9546      1.587     0.6301      1.224         13        640:  99%|█████████▉| 513/519 [03:56<00:02,  2.04it/s]
      40/80      0.94G     0.9546      1.587     0.6301      1.224         13        640:  99%|█████████▉| 514/519 [03:56<00:02,  2.16it/s]
      40/80      0.94G     0.9543      1.588       0.63      1.224         10        640:  99%|█████████▉| 514/519 [03:57<00:02,  2.16it/s]
      40/80      0.94G     0.9543      1.588       0.63      1.224         10        640:  99%|█████████▉| 515/519 [03:57<00:01,  2.05it/s]
      40/80      0.94G     0.9544      1.589     0.6303      1.224          9        640:  99%|█████████▉| 515/519 [03:57<00:01,  2.05it/s]
      40/80      0.94G     0.9544      1.589     0.6303      1.224          9        640:  99%|█████████▉| 516/519 [03:57<00:01,  2.64it/s]
      40/80      0.94G     0.9539      1.588     0.6301      1.224          6        640:  99%|█████████▉| 516/519 [03:57<00:01,  2.64it/s]
      40/80      0.94G     0.9539      1.588     0.6301      1.224          6        640: 100%|█████████▉| 517/519 [03:57<00:00,  3.23it/s]
      40/80      0.94G     0.9541      1.591     0.6311      1.224          9        640: 100%|█████████▉| 517/519 [03:58<00:00,  3.23it/s]
      40/80      0.94G     0.9541      1.591     0.6311      1.224          9        640: 100%|█████████▉| 518/519 [03:58<00:00,  2.75it/s]
      40/80      0.94G     0.9542      1.593     0.6314      1.224          9        640: 100%|█████████▉| 518/519 [03:58<00:00,  2.75it/s]
      40/80      0.94G     0.9542      1.593     0.6314      1.224          9        640: 100%|██████████| 519/519 [03:58<00:00,  2.18it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:41,  6.28s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:56,  2.80s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:06<01:43,  1.67s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:08,  1.12s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:57,  1.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:49,  1.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:43,  1.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:36,  1.56it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:09<00:32,  1.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:27,  2.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:24,  2.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:10<00:23,  2.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:11<00:23,  2.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:12<00:23,  2.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:25,  1.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:24,  1.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:24,  1.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:25,  1.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:15<00:26,  1.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:25,  1.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  1.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:17,  2.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:17<00:14,  2.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.27it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.56it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.08it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:18<00:05,  6.40it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  7.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:19<00:03,  6.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.39it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:20<00:03,  6.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.41it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.46it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:21<00:01,  7.43it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  8.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:21<00:01,  8.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:21<00:01,  9.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.48it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:22<00:00,  9.83it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:22<00:00, 10.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.80it/s]
-                   all        519        519      0.973      0.952      0.987      0.744      0.973      0.952      0.987       0.72
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
      41/80      0.94G     0.5001     0.9778     0.4028     0.9786         13        640:   0%|          | 0/519 [00:03<?, ?it/s]
      41/80      0.94G     0.5001     0.9778     0.4028     0.9786         13        640:   0%|          | 1/519 [00:03<28:42,  3.33s/it]
      41/80      0.94G     0.6732      1.054     0.4902      1.023         12        640:   0%|          | 1/519 [00:03<28:42,  3.33s/it]
      41/80      0.94G     0.6732      1.054     0.4902      1.023         12        640:   0%|          | 2/519 [00:03<12:53,  1.50s/it]
      41/80      0.94G     0.7931      1.258     0.5455      1.083         14        640:   0%|          | 2/519 [00:04<12:53,  1.50s/it]
      41/80      0.94G     0.7931      1.258     0.5455      1.083         14        640:   1%|          | 3/519 [00:04<09:34,  1.11s/it]
      41/80      0.94G     0.8151      1.293     0.5656      1.102         11        640:   1%|          | 3/519 [00:04<09:34,  1.11s/it]
      41/80      0.94G     0.8151      1.293     0.5656      1.102         11        640:   1%|          | 4/519 [00:04<06:33,  1.31it/s]
      41/80      0.94G     0.8102      1.262     0.5674      1.127          9        640:   1%|          | 4/519 [00:05<06:33,  1.31it/s]
      41/80      0.94G     0.8102      1.262     0.5674      1.127          9        640:   1%|          | 5/519 [00:05<06:37,  1.29it/s]
      41/80      0.94G     0.9419      1.379     0.6214      1.176         10        640:   1%|          | 5/519 [00:05<06:37,  1.29it/s]
      41/80      0.94G     0.9419      1.379     0.6214      1.176         10        640:   1%|          | 6/519 [00:05<05:06,  1.68it/s]
      41/80      0.94G     0.9424      1.359        0.6      1.162          9        640:   1%|          | 6/519 [00:06<05:06,  1.68it/s]
      41/80      0.94G     0.9424      1.359        0.6      1.162          9        640:   1%|▏         | 7/519 [00:06<05:35,  1.53it/s]
      41/80      0.94G     0.9736      1.576     0.6189      1.208          7        640:   1%|▏         | 7/519 [00:06<05:35,  1.53it/s]
      41/80      0.94G     0.9736      1.576     0.6189      1.208          7        640:   2%|▏         | 8/519 [00:06<04:24,  1.93it/s]
      41/80      0.94G     0.9654       1.65     0.6319      1.221         13        640:   2%|▏         | 8/519 [00:07<04:24,  1.93it/s]
      41/80      0.94G     0.9654       1.65     0.6319      1.221         13        640:   2%|▏         | 9/519 [00:07<04:33,  1.87it/s]
      41/80      0.94G     0.9667      1.614     0.6269      1.217          9        640:   2%|▏         | 9/519 [00:07<04:33,  1.87it/s]
      41/80      0.94G     0.9667      1.614     0.6269      1.217          9        640:   2%|▏         | 10/519 [00:07<03:45,  2.26it/s]
      41/80      0.94G     0.9757      1.604     0.6515      1.231          8        640:   2%|▏         | 10/519 [00:07<03:45,  2.26it/s]
      41/80      0.94G     0.9757      1.604     0.6515      1.231          8        640:   2%|▏         | 11/519 [00:07<04:17,  1.97it/s]
      41/80      0.94G     0.9583      1.574      0.635      1.249          6        640:   2%|▏         | 11/519 [00:08<04:17,  1.97it/s]
      41/80      0.94G     0.9583      1.574      0.635      1.249          6        640:   2%|▏         | 12/519 [00:08<03:35,  2.36it/s]
      41/80      0.94G     0.9603      1.566     0.6291      1.249          9        640:   2%|▏         | 12/519 [00:08<03:35,  2.36it/s]
      41/80      0.94G     0.9603      1.566     0.6291      1.249          9        640:   3%|▎         | 13/519 [00:08<03:48,  2.21it/s]
      41/80      0.94G     0.9372      1.585     0.6338      1.236         11        640:   3%|▎         | 13/519 [00:08<03:48,  2.21it/s]
      41/80      0.94G     0.9372      1.585     0.6338      1.236         11        640:   3%|▎         | 14/519 [00:08<03:14,  2.60it/s]
      41/80      0.94G      0.933      1.582     0.6391      1.222         12        640:   3%|▎         | 14/519 [00:09<03:14,  2.60it/s]
      41/80      0.94G      0.933      1.582     0.6391      1.222         12        640:   3%|▎         | 15/519 [00:09<04:43,  1.78it/s]
      41/80      0.94G     0.9254      1.586     0.6358      1.215         13        640:   3%|▎         | 15/519 [00:10<04:43,  1.78it/s]
      41/80      0.94G     0.9254      1.586     0.6358      1.215         13        640:   3%|▎         | 16/519 [00:10<03:44,  2.24it/s]
      41/80      0.94G     0.9131      1.572     0.6255      1.206         12        640:   3%|▎         | 16/519 [00:10<03:44,  2.24it/s]
      41/80      0.94G     0.9131      1.572     0.6255      1.206         12        640:   3%|▎         | 17/519 [00:10<04:15,  1.97it/s]
      41/80      0.94G       0.92       1.57     0.6225      1.211          8        640:   3%|▎         | 17/519 [00:10<04:15,  1.97it/s]
      41/80      0.94G       0.92       1.57     0.6225      1.211          8        640:   3%|▎         | 18/519 [00:10<03:23,  2.46it/s]
      41/80      0.94G     0.9308      1.591     0.6248      1.212          9        640:   3%|▎         | 18/519 [00:11<03:23,  2.46it/s]
      41/80      0.94G     0.9308      1.591     0.6248      1.212          9        640:   4%|▎         | 19/519 [00:11<04:24,  1.89it/s]
      41/80      0.94G      0.936      1.602     0.6442      1.226          9        640:   4%|▎         | 19/519 [00:11<04:24,  1.89it/s]
      41/80      0.94G      0.936      1.602     0.6442      1.226          9        640:   4%|▍         | 20/519 [00:11<03:44,  2.22it/s]
      41/80      0.94G      0.952      1.601     0.6433      1.235         12        640:   4%|▍         | 20/519 [00:12<03:44,  2.22it/s]
      41/80      0.94G      0.952      1.601     0.6433      1.235         12        640:   4%|▍         | 21/519 [00:12<03:43,  2.22it/s]
      41/80      0.94G     0.9566      1.593     0.6394      1.228         10        640:   4%|▍         | 21/519 [00:12<03:43,  2.22it/s]
      41/80      0.94G     0.9566      1.593     0.6394      1.228         10        640:   4%|▍         | 22/519 [00:12<03:11,  2.59it/s]
      41/80      0.94G     0.9635      1.586     0.6363      1.228         15        640:   4%|▍         | 22/519 [00:13<03:11,  2.59it/s]
      41/80      0.94G     0.9635      1.586     0.6363      1.228         15        640:   4%|▍         | 23/519 [00:13<04:23,  1.88it/s]
      41/80      0.94G     0.9733      1.585     0.6494      1.228         10        640:   4%|▍         | 23/519 [00:13<04:23,  1.88it/s]
      41/80      0.94G     0.9733      1.585     0.6494      1.228         10        640:   5%|▍         | 24/519 [00:13<03:39,  2.25it/s]
      41/80      0.94G     0.9651       1.59     0.6493      1.224         10        640:   5%|▍         | 24/519 [00:14<03:39,  2.25it/s]
      41/80      0.94G     0.9651       1.59     0.6493      1.224         10        640:   5%|▍         | 25/519 [00:14<03:25,  2.40it/s]
      41/80      0.94G     0.9566      1.573      0.642      1.219          5        640:   5%|▍         | 25/519 [00:14<03:25,  2.40it/s]
      41/80      0.94G      0.948      1.583     0.6487      1.223          5        640:   5%|▍         | 25/519 [00:15<03:25,  2.40it/s]
      41/80      0.94G      0.948      1.583     0.6487      1.223          5        640:   5%|▌         | 27/519 [00:15<04:25,  1.85it/s]
      41/80      0.94G     0.9336      1.572     0.6452      1.218          9        640:   5%|▌         | 27/519 [00:15<04:25,  1.85it/s]
      41/80      0.94G     0.9336      1.572     0.6452      1.218          9        640:   5%|▌         | 28/519 [00:15<03:47,  2.16it/s]
      41/80      0.94G     0.9412      1.571     0.6485      1.219         10        640:   5%|▌         | 28/519 [00:16<03:47,  2.16it/s]
      41/80      0.94G     0.9412      1.571     0.6485      1.219         10        640:   6%|▌         | 29/519 [00:16<03:43,  2.19it/s]
      41/80      0.94G     0.9427       1.57      0.642      1.222          9        640:   6%|▌         | 29/519 [00:16<03:43,  2.19it/s]
      41/80      0.94G     0.9427       1.57      0.642      1.222          9        640:   6%|▌         | 30/519 [00:16<03:12,  2.54it/s]
      41/80      0.94G     0.9457      1.572     0.6425       1.22          8        640:   6%|▌         | 30/519 [00:16<03:12,  2.54it/s]
      41/80      0.94G     0.9457      1.572     0.6425       1.22          8        640:   6%|▌         | 31/519 [00:16<03:40,  2.21it/s]
      41/80      0.94G      0.941       1.57     0.6399      1.217         10        640:   6%|▌         | 31/519 [00:17<03:40,  2.21it/s]
      41/80      0.94G      0.941       1.57     0.6399      1.217         10        640:   6%|▌         | 32/519 [00:17<03:06,  2.61it/s]
      41/80      0.94G     0.9383      1.575     0.6394      1.217         12        640:   6%|▌         | 32/519 [00:17<03:06,  2.61it/s]
      41/80      0.94G     0.9383      1.575     0.6394      1.217         12        640:   6%|▋         | 33/519 [00:17<03:48,  2.13it/s]
      41/80      0.94G     0.9358      1.571     0.6371      1.211         12        640:   6%|▋         | 33/519 [00:18<03:48,  2.13it/s]
      41/80      0.94G     0.9358      1.571     0.6371      1.211         12        640:   7%|▋         | 34/519 [00:18<03:11,  2.53it/s]
      41/80      0.94G     0.9368      1.575     0.6357      1.211         11        640:   7%|▋         | 34/519 [00:18<03:11,  2.53it/s]
      41/80      0.94G     0.9368      1.575     0.6357      1.211         11        640:   7%|▋         | 35/519 [00:18<03:33,  2.26it/s]
      41/80      0.94G     0.9372       1.57     0.6351      1.209         10        640:   7%|▋         | 35/519 [00:18<03:33,  2.26it/s]
      41/80      0.94G     0.9372       1.57     0.6351      1.209         10        640:   7%|▋         | 36/519 [00:18<03:06,  2.59it/s]
      41/80      0.94G     0.9418      1.577     0.6368      1.207         10        640:   7%|▋         | 36/519 [00:19<03:06,  2.59it/s]
      41/80      0.94G     0.9418      1.577     0.6368      1.207         10        640:   7%|▋         | 37/519 [00:19<03:02,  2.64it/s]
      41/80      0.94G     0.9454      1.588     0.6461      1.207         12        640:   7%|▋         | 37/519 [00:19<03:02,  2.64it/s]
      41/80      0.94G     0.9454      1.588     0.6461      1.207         12        640:   7%|▋         | 38/519 [00:19<02:40,  3.00it/s]
      41/80      0.94G     0.9349      1.572     0.6393      1.202         12        640:   7%|▋         | 38/519 [00:20<02:40,  3.00it/s]
      41/80      0.94G     0.9349      1.572     0.6393      1.202         12        640:   8%|▊         | 39/519 [00:20<03:30,  2.28it/s]
      41/80      0.94G     0.9309      1.565      0.636        1.2          9        640:   8%|▊         | 39/519 [00:20<03:30,  2.28it/s]
      41/80      0.94G     0.9309      1.565      0.636        1.2          9        640:   8%|▊         | 40/519 [00:20<03:18,  2.41it/s]
      41/80      0.94G       0.93      1.559     0.6335      1.197          7        640:   8%|▊         | 40/519 [00:20<03:18,  2.41it/s]
      41/80      0.94G       0.93      1.559     0.6335      1.197          7        640:   8%|▊         | 41/519 [00:20<03:23,  2.35it/s]
      41/80      0.94G      0.928      1.554     0.6411      1.195          9        640:   8%|▊         | 41/519 [00:21<03:23,  2.35it/s]
      41/80      0.94G      0.928      1.554     0.6411      1.195          9        640:   8%|▊         | 42/519 [00:21<02:53,  2.74it/s]
      41/80      0.94G     0.9257      1.546     0.6395      1.193          9        640:   8%|▊         | 42/519 [00:21<02:53,  2.74it/s]
      41/80      0.94G     0.9257      1.546     0.6395      1.193          9        640:   8%|▊         | 43/519 [00:21<03:18,  2.40it/s]
      41/80      0.94G     0.9319      1.554     0.6359      1.203          5        640:   8%|▊         | 43/519 [00:22<03:18,  2.40it/s]
      41/80      0.94G     0.9319      1.554     0.6359      1.203          5        640:   8%|▊         | 44/519 [00:22<02:59,  2.65it/s]
      41/80      0.94G     0.9291      1.556     0.6364      1.198         10        640:   8%|▊         | 44/519 [00:22<02:59,  2.65it/s]
      41/80      0.94G     0.9291      1.556     0.6364      1.198         10        640:   9%|▊         | 45/519 [00:22<04:06,  1.92it/s]
      41/80      0.94G     0.9325      1.566     0.6377        1.2         10        640:   9%|▊         | 45/519 [00:23<04:06,  1.92it/s]
      41/80      0.94G     0.9325      1.566     0.6377        1.2         10        640:   9%|▉         | 46/519 [00:23<03:22,  2.33it/s]
      41/80      0.94G     0.9383      1.577     0.6417      1.204          9        640:   9%|▉         | 46/519 [00:23<03:22,  2.33it/s]
      41/80      0.94G     0.9383      1.577     0.6417      1.204          9        640:   9%|▉         | 47/519 [00:23<03:23,  2.32it/s]
      41/80      0.94G      0.935      1.572     0.6399      1.201         12        640:   9%|▉         | 47/519 [00:23<03:23,  2.32it/s]
      41/80      0.94G      0.935      1.572     0.6399      1.201         12        640:   9%|▉         | 48/519 [00:23<02:58,  2.64it/s]
      41/80      0.94G     0.9352      1.581     0.6407        1.2         13        640:   9%|▉         | 48/519 [00:25<02:58,  2.64it/s]
      41/80      0.94G     0.9352      1.581     0.6407        1.2         13        640:   9%|▉         | 49/519 [00:25<05:36,  1.40it/s]
      41/80      0.94G     0.9352      1.586     0.6442      1.202          8        640:   9%|▉         | 49/519 [00:25<05:36,  1.40it/s]
      41/80      0.94G     0.9352      1.586     0.6442      1.202          8        640:  10%|▉         | 50/519 [00:25<04:32,  1.72it/s]
      41/80      0.94G     0.9408      1.592     0.6434      1.212          9        640:  10%|▉         | 50/519 [00:25<04:32,  1.72it/s]
      41/80      0.94G     0.9408      1.592     0.6434      1.212          9        640:  10%|▉         | 51/519 [00:25<03:54,  1.99it/s]
      41/80      0.94G     0.9433      1.599     0.6453      1.215         11        640:  10%|▉         | 51/519 [00:26<03:54,  1.99it/s]
      41/80      0.94G     0.9433      1.599     0.6453      1.215         11        640:  10%|█         | 52/519 [00:26<03:18,  2.35it/s]
      41/80      0.94G     0.9456      1.606     0.6477      1.217         12        640:  10%|█         | 52/519 [00:26<03:18,  2.35it/s]
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      41/80      0.94G     0.9691      1.602     0.6388      1.226          9        640:  58%|█████▊    | 302/519 [02:20<01:39,  2.19it/s]
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      41/80      0.94G     0.9693      1.602     0.6388      1.225          6        640:  59%|█████▊    | 304/519 [02:21<01:13,  2.94it/s]
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      41/80      0.94G     0.9686      1.601     0.6384      1.225          5        640:  59%|█████▉    | 305/519 [02:22<02:21,  1.52it/s]
      41/80      0.94G     0.9698      1.602     0.6388      1.225         10        640:  59%|█████▉    | 305/519 [02:22<02:21,  1.52it/s]
      41/80      0.94G     0.9698      1.602     0.6388      1.225         10        640:  59%|█████▉    | 306/519 [02:22<01:48,  1.95it/s]
      41/80      0.94G     0.9703      1.605     0.6387      1.226          9        640:  59%|█████▉    | 306/519 [02:22<01:48,  1.95it/s]
      41/80      0.94G     0.9703      1.605     0.6387      1.226          9        640:  59%|█████▉    | 307/519 [02:22<01:26,  2.45it/s]
      41/80      0.94G     0.9708      1.606     0.6391      1.226         10        640:  59%|█████▉    | 307/519 [02:23<01:26,  2.45it/s]
      41/80      0.94G     0.9708      1.606     0.6391      1.226         10        640:  59%|█████▉    | 308/519 [02:23<01:16,  2.75it/s]
      41/80      0.94G     0.9707      1.605     0.6393      1.226          8        640:  59%|█████▉    | 308/519 [02:23<01:16,  2.75it/s]
      41/80      0.94G     0.9707      1.605     0.6393      1.226          8        640:  60%|█████▉    | 309/519 [02:23<01:33,  2.25it/s]
      41/80      0.94G     0.9701      1.604      0.639      1.226         10        640:  60%|█████▉    | 309/519 [02:23<01:33,  2.25it/s]
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      41/80      0.94G     0.9689      1.604     0.6394      1.226         14        640:  60%|██████    | 312/519 [02:25<01:04,  3.23it/s]
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      41/80      0.94G     0.9684      1.603     0.6391      1.225         12        640:  60%|██████    | 313/519 [02:26<02:11,  1.56it/s]
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      41/80      0.94G     0.9683      1.603     0.6382      1.226         11        640:  61%|██████    | 315/519 [02:26<01:28,  2.31it/s]
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      41/80      0.94G     0.9682      1.604     0.6381      1.225          9        640:  61%|██████    | 316/519 [02:28<01:18,  2.57it/s]
      41/80      0.94G     0.9682      1.604     0.6381      1.225          9        640:  61%|██████    | 317/519 [02:28<02:26,  1.38it/s]
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      41/80      0.94G     0.9691      1.606     0.6399      1.225          8        640:  63%|██████▎   | 326/519 [02:32<01:51,  1.74it/s]
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      41/80      0.94G     0.9691      1.612      0.641      1.226         12        640:  64%|██████▍   | 333/519 [02:35<01:35,  1.95it/s]
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      41/80      0.94G     0.9681      1.611      0.641      1.225          7        640:  65%|██████▌   | 338/519 [02:37<01:24,  2.14it/s]
      41/80      0.94G     0.9681      1.611      0.641      1.225          7        640:  65%|██████▌   | 339/519 [02:37<01:12,  2.48it/s]
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      41/80      0.94G     0.9676      1.609     0.6403      1.226          7        640:  66%|██████▌   | 340/519 [02:38<01:00,  2.95it/s]
      41/80      0.94G     0.9676      1.609     0.6403      1.226          7        640:  66%|██████▌   | 341/519 [02:38<01:38,  1.80it/s]
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      41/80      0.94G     0.9675      1.609     0.6403      1.225         11        640:  66%|██████▌   | 342/519 [02:38<01:21,  2.17it/s]
      41/80      0.94G     0.9671      1.608     0.6398      1.225          6        640:  66%|██████▌   | 342/519 [02:39<01:21,  2.17it/s]
      41/80      0.94G     0.9671      1.608     0.6398      1.225          6        640:  66%|██████▌   | 343/519 [02:39<01:10,  2.49it/s]
      41/80      0.94G     0.9677      1.609     0.6395      1.225         10        640:  66%|██████▌   | 343/519 [02:39<01:10,  2.49it/s]
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      41/80      0.94G     0.9672      1.609     0.6387      1.226          6        640:  66%|██████▋   | 345/519 [02:40<01:27,  1.99it/s]
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      41/80      0.94G     0.9672      1.609     0.6388      1.225          8        640:  67%|██████▋   | 349/519 [02:42<01:49,  1.55it/s]
      41/80      0.94G     0.9672      1.609     0.6388      1.225          8        640:  67%|██████▋   | 350/519 [02:42<01:25,  1.97it/s]
      41/80      0.94G      0.967      1.608     0.6387      1.225         10        640:  67%|██████▋   | 350/519 [02:42<01:25,  1.97it/s]
      41/80      0.94G      0.967      1.608     0.6387      1.225         10        640:  68%|██████▊   | 351/519 [02:42<01:10,  2.37it/s]
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      41/80      0.94G     0.9667      1.607     0.6384      1.225          8        640:  68%|██████▊   | 353/519 [02:44<01:35,  1.74it/s]
      41/80      0.94G     0.9661      1.606     0.6381      1.224         14        640:  68%|██████▊   | 353/519 [02:44<01:35,  1.74it/s]
      41/80      0.94G     0.9661      1.606     0.6381      1.224         14        640:  68%|██████▊   | 354/519 [02:44<01:16,  2.15it/s]
      41/80      0.94G     0.9656      1.605     0.6379      1.224         13        640:  68%|██████▊   | 354/519 [02:44<01:16,  2.15it/s]
      41/80      0.94G     0.9656      1.605     0.6379      1.224         13        640:  68%|██████▊   | 355/519 [02:44<01:04,  2.53it/s]
      41/80      0.94G     0.9648      1.603     0.6372      1.223          9        640:  68%|██████▊   | 355/519 [02:44<01:04,  2.53it/s]
      41/80      0.94G     0.9648      1.603     0.6372      1.223          9        640:  69%|██████▊   | 356/519 [02:44<00:56,  2.88it/s]
      41/80      0.94G      0.965      1.604     0.6372      1.223         12        640:  69%|██████▊   | 356/519 [02:45<00:56,  2.88it/s]
      41/80      0.94G      0.965      1.604     0.6372      1.223         12        640:  69%|██████▉   | 357/519 [02:45<01:39,  1.63it/s]
      41/80      0.94G     0.9648      1.606     0.6371      1.223          8        640:  69%|██████▉   | 357/519 [02:46<01:39,  1.63it/s]
      41/80      0.94G     0.9648      1.606     0.6371      1.223          8        640:  69%|██████▉   | 358/519 [02:46<01:19,  2.02it/s]
      41/80      0.94G     0.9643      1.606     0.6368      1.223          8        640:  69%|██████▉   | 358/519 [02:46<01:19,  2.02it/s]
      41/80      0.94G     0.9643      1.606     0.6368      1.223          8        640:  69%|██████▉   | 359/519 [02:46<01:08,  2.33it/s]
      41/80      0.94G     0.9646      1.606     0.6369      1.223         15        640:  69%|██████▉   | 359/519 [02:46<01:08,  2.33it/s]
      41/80      0.94G     0.9646      1.606     0.6369      1.223         15        640:  69%|██████▉   | 360/519 [02:46<01:00,  2.64it/s]
      41/80      0.94G     0.9642      1.606     0.6378      1.223         14        640:  69%|██████▉   | 360/519 [02:47<01:00,  2.64it/s]
      41/80      0.94G     0.9642      1.606     0.6378      1.223         14        640:  70%|██████▉   | 361/519 [02:47<00:57,  2.75it/s]
      41/80      0.94G     0.9643      1.606     0.6375      1.224         10        640:  70%|██████▉   | 361/519 [02:47<00:57,  2.75it/s]
      41/80      0.94G     0.9643      1.606     0.6375      1.224         10        640:  70%|██████▉   | 362/519 [02:47<00:51,  3.07it/s]
      41/80      0.94G     0.9635      1.605     0.6372      1.223         11        640:  70%|██████▉   | 362/519 [02:47<00:51,  3.07it/s]
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      41/80      0.94G      0.963      1.605     0.6373      1.223         10        640:  70%|██████▉   | 363/519 [02:47<00:45,  3.46it/s]
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      41/80      0.94G     0.9628      1.607     0.6378      1.223          7        640:  70%|███████   | 364/519 [02:48<00:41,  3.73it/s]
      41/80      0.94G     0.9628      1.607     0.6378      1.223          7        640:  70%|███████   | 365/519 [02:48<01:00,  2.55it/s]
      41/80      0.94G     0.9627      1.606     0.6375      1.223         12        640:  70%|███████   | 365/519 [02:48<01:00,  2.55it/s]
      41/80      0.94G     0.9627      1.606     0.6375      1.223         12        640:  71%|███████   | 366/519 [02:48<01:05,  2.33it/s]
      41/80      0.94G     0.9625      1.606     0.6373      1.223          9        640:  71%|███████   | 366/519 [02:49<01:05,  2.33it/s]
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      41/80      0.94G     0.9628      1.606     0.6374      1.223         12        640:  71%|███████   | 367/519 [02:49<00:58,  2.60it/s]
      41/80      0.94G     0.9628      1.606     0.6374      1.223         12        640:  71%|███████   | 368/519 [02:49<00:51,  2.94it/s]
      41/80      0.94G     0.9627      1.606     0.6374      1.223         13        640:  71%|███████   | 368/519 [02:50<00:51,  2.94it/s]
      41/80      0.94G     0.9627      1.606     0.6374      1.223         13        640:  71%|███████   | 369/519 [02:50<01:24,  1.78it/s]
      41/80      0.94G     0.9618      1.605     0.6371      1.222          7        640:  71%|███████   | 369/519 [02:51<01:24,  1.78it/s]
      41/80      0.94G     0.9618      1.605     0.6371      1.222          7        640:  71%|███████▏  | 370/519 [02:51<01:21,  1.83it/s]
      41/80      0.94G     0.9614      1.605     0.6371      1.222         14        640:  71%|███████▏  | 370/519 [02:51<01:21,  1.83it/s]
      41/80      0.94G     0.9614      1.605     0.6371      1.222         14        640:  71%|███████▏  | 371/519 [02:51<01:09,  2.13it/s]
      41/80      0.94G     0.9612      1.605     0.6373      1.221         10        640:  71%|███████▏  | 371/519 [02:51<01:09,  2.13it/s]
      41/80      0.94G     0.9612      1.605     0.6373      1.221         10        640:  72%|███████▏  | 372/519 [02:51<00:56,  2.59it/s]
      41/80      0.94G     0.9603      1.604     0.6371      1.221         11        640:  72%|███████▏  | 372/519 [02:51<00:56,  2.59it/s]
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      41/80      0.94G     0.9603      1.604     0.6378      1.221          9        640:  72%|███████▏  | 373/519 [02:52<01:00,  2.42it/s]
      41/80      0.94G     0.9603      1.604     0.6378      1.221          9        640:  72%|███████▏  | 374/519 [02:52<01:18,  1.85it/s]
      41/80      0.94G     0.9599      1.604     0.6376      1.221         15        640:  72%|███████▏  | 374/519 [02:53<01:18,  1.85it/s]
      41/80      0.94G     0.9599      1.604     0.6376      1.221         15        640:  72%|███████▏  | 375/519 [02:53<01:07,  2.15it/s]
      41/80      0.94G     0.9605      1.605     0.6377      1.221          9        640:  72%|███████▏  | 375/519 [02:53<01:07,  2.15it/s]
      41/80      0.94G     0.9605      1.605     0.6377      1.221          9        640:  72%|███████▏  | 376/519 [02:53<00:55,  2.56it/s]
      41/80      0.94G     0.9604      1.605     0.6374      1.221         10        640:  72%|███████▏  | 376/519 [02:53<00:55,  2.56it/s]
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      41/80      0.94G     0.9608      1.606     0.6372      1.222         10        640:  73%|███████▎  | 377/519 [02:55<00:47,  2.97it/s]
      41/80      0.94G     0.9608      1.606     0.6372      1.222         10        640:  73%|███████▎  | 378/519 [02:55<01:37,  1.45it/s]
      41/80      0.94G      0.961      1.605     0.6369      1.221          8        640:  73%|███████▎  | 378/519 [02:55<01:37,  1.45it/s]
      41/80      0.94G      0.961      1.605     0.6369      1.221          8        640:  73%|███████▎  | 379/519 [02:55<01:18,  1.79it/s]
      41/80      0.94G     0.9609      1.604     0.6366      1.221          9        640:  73%|███████▎  | 379/519 [02:55<01:18,  1.79it/s]
      41/80      0.94G     0.9609      1.604     0.6366      1.221          9        640:  73%|███████▎  | 380/519 [02:55<01:03,  2.17it/s]
      41/80      0.94G     0.9613      1.603     0.6365      1.222          7        640:  73%|███████▎  | 380/519 [02:55<01:03,  2.17it/s]
      41/80      0.94G     0.9613      1.603     0.6365      1.222          7        640:  73%|███████▎  | 381/519 [02:55<00:54,  2.53it/s]
      41/80      0.94G     0.9615      1.603     0.6364      1.222         12        640:  73%|███████▎  | 381/519 [02:56<00:54,  2.53it/s]
      41/80      0.94G     0.9615      1.603     0.6364      1.222         12        640:  74%|███████▎  | 382/519 [02:56<00:56,  2.44it/s]
      41/80      0.94G     0.9608      1.602      0.636      1.221         16        640:  74%|███████▎  | 382/519 [02:56<00:56,  2.44it/s]
      41/80      0.94G     0.9608      1.602      0.636      1.221         16        640:  74%|███████▍  | 383/519 [02:56<00:49,  2.74it/s]
      41/80      0.94G     0.9608      1.602     0.6362      1.221         11        640:  74%|███████▍  | 383/519 [02:56<00:49,  2.74it/s]
      41/80      0.94G     0.9608      1.602     0.6362      1.221         11        640:  74%|███████▍  | 384/519 [02:56<00:42,  3.14it/s]
      41/80      0.94G     0.9602      1.602     0.6356       1.22         12        640:  74%|███████▍  | 384/519 [02:56<00:42,  3.14it/s]
      41/80      0.94G     0.9602      1.602     0.6356       1.22         12        640:  74%|███████▍  | 385/519 [02:56<00:38,  3.49it/s]
      41/80      0.94G       0.96      1.601     0.6351       1.22          9        640:  74%|███████▍  | 385/519 [02:58<00:38,  3.49it/s]
      41/80      0.94G       0.96      1.601     0.6351       1.22          9        640:  74%|███████▍  | 386/519 [02:58<01:12,  1.84it/s]
      41/80      0.94G     0.9593      1.601     0.6345       1.22         10        640:  74%|███████▍  | 386/519 [02:58<01:12,  1.84it/s]
      41/80      0.94G     0.9593      1.601     0.6345       1.22         10        640:  75%|███████▍  | 387/519 [02:58<01:00,  2.18it/s]
      41/80      0.94G     0.9599      1.603     0.6347       1.22          9        640:  75%|███████▍  | 387/519 [02:58<01:00,  2.18it/s]
      41/80      0.94G     0.9599      1.603     0.6347       1.22          9        640:  75%|███████▍  | 388/519 [02:58<00:51,  2.55it/s]
      41/80      0.94G     0.9597      1.601     0.6345       1.22         10        640:  75%|███████▍  | 388/519 [02:58<00:51,  2.55it/s]
      41/80      0.94G     0.9597      1.601     0.6345       1.22         10        640:  75%|███████▍  | 389/519 [02:58<00:45,  2.84it/s]
      41/80      0.94G     0.9603      1.601     0.6348       1.22          9        640:  75%|███████▍  | 389/519 [03:00<00:45,  2.84it/s]
      41/80      0.94G     0.9603      1.601     0.6348       1.22          9        640:  75%|███████▌  | 390/519 [03:00<01:44,  1.23it/s]
      41/80      0.94G       0.96        1.6     0.6342       1.22         11        640:  75%|███████▌  | 390/519 [03:00<01:44,  1.23it/s]
      41/80      0.94G       0.96        1.6     0.6342       1.22         11        640:  75%|███████▌  | 391/519 [03:00<01:21,  1.57it/s]
      41/80      0.94G     0.9601      1.601     0.6347       1.22          9        640:  75%|███████▌  | 391/519 [03:01<01:21,  1.57it/s]
      41/80      0.94G     0.9601      1.601     0.6347       1.22          9        640:  76%|███████▌  | 392/519 [03:01<01:03,  1.99it/s]
      41/80      0.94G       0.96        1.6     0.6347       1.22          8        640:  76%|███████▌  | 392/519 [03:01<01:03,  1.99it/s]
      41/80      0.94G       0.96        1.6     0.6347       1.22          8        640:  76%|███████▌  | 393/519 [03:01<00:54,  2.33it/s]
      41/80      0.94G     0.9612      1.601     0.6347      1.221         10        640:  76%|███████▌  | 393/519 [03:02<00:54,  2.33it/s]
      41/80      0.94G     0.9612      1.601     0.6347      1.221         10        640:  76%|███████▌  | 394/519 [03:02<01:04,  1.94it/s]
      41/80      0.94G     0.9613      1.602     0.6347      1.221          9        640:  76%|███████▌  | 394/519 [03:02<01:04,  1.94it/s]
      41/80      0.94G     0.9613      1.602     0.6347      1.221          9        640:  76%|███████▌  | 395/519 [03:02<00:54,  2.29it/s]
      41/80      0.94G      0.961      1.601     0.6347      1.221          9        640:  76%|███████▌  | 395/519 [03:02<00:54,  2.29it/s]
      41/80      0.94G      0.961      1.601     0.6347      1.221          9        640:  76%|███████▋  | 396/519 [03:02<00:46,  2.62it/s]
      41/80      0.94G      0.961      1.601     0.6348       1.22         10        640:  76%|███████▋  | 396/519 [03:02<00:46,  2.62it/s]
      41/80      0.94G      0.961      1.601     0.6348       1.22         10        640:  76%|███████▋  | 397/519 [03:02<00:40,  2.99it/s]
      41/80      0.94G     0.9611      1.601     0.6351       1.22         13        640:  76%|███████▋  | 397/519 [03:03<00:40,  2.99it/s]
      41/80      0.94G     0.9611      1.601     0.6351       1.22         13        640:  77%|███████▋  | 398/519 [03:03<01:11,  1.69it/s]
      41/80      0.94G     0.9616      1.603     0.6358       1.22          8        640:  77%|███████▋  | 398/519 [03:04<01:11,  1.69it/s]
      41/80      0.94G     0.9616      1.603     0.6358       1.22          8        640:  77%|███████▋  | 399/519 [03:04<00:57,  2.09it/s]
      41/80      0.94G     0.9617      1.602     0.6362       1.22         14        640:  77%|███████▋  | 399/519 [03:04<00:57,  2.09it/s]
      41/80      0.94G     0.9617      1.602     0.6362       1.22         14        640:  77%|███████▋  | 400/519 [03:04<00:47,  2.51it/s]
      41/80      0.94G     0.9619      1.601      0.636      1.221          5        640:  77%|███████▋  | 400/519 [03:04<00:47,  2.51it/s]
      41/80      0.94G     0.9619      1.601      0.636      1.221          5        640:  77%|███████▋  | 401/519 [03:04<00:40,  2.89it/s]
      41/80      0.94G     0.9619      1.602     0.6358      1.221         10        640:  77%|███████▋  | 401/519 [03:05<00:40,  2.89it/s]
      41/80      0.94G     0.9619      1.602     0.6358      1.221         10        640:  77%|███████▋  | 402/519 [03:05<00:54,  2.16it/s]
      41/80      0.94G     0.9618      1.602     0.6362      1.221          9        640:  77%|███████▋  | 402/519 [03:05<00:54,  2.16it/s]
      41/80      0.94G     0.9618      1.602     0.6362      1.221          9        640:  78%|███████▊  | 403/519 [03:05<00:58,  1.99it/s]
      41/80      0.94G     0.9617      1.602     0.6361      1.221         12        640:  78%|███████▊  | 403/519 [03:06<00:58,  1.99it/s]
      41/80      0.94G     0.9617      1.602     0.6361      1.221         12        640:  78%|███████▊  | 404/519 [03:06<00:46,  2.46it/s]
      41/80      0.94G     0.9619      1.604      0.636      1.221          8        640:  78%|███████▊  | 404/519 [03:06<00:46,  2.46it/s]
      41/80      0.94G     0.9619      1.604      0.636      1.221          8        640:  78%|███████▊  | 405/519 [03:06<00:43,  2.60it/s]
      41/80      0.94G     0.9614      1.603     0.6357      1.221         10        640:  78%|███████▊  | 405/519 [03:07<00:43,  2.60it/s]
      41/80      0.94G     0.9614      1.603     0.6357      1.221         10        640:  78%|███████▊  | 406/519 [03:07<00:57,  1.96it/s]
      41/80      0.94G     0.9613      1.602     0.6355      1.221          9        640:  78%|███████▊  | 406/519 [03:07<00:57,  1.96it/s]
      41/80      0.94G     0.9613      1.602     0.6355      1.221          9        640:  78%|███████▊  | 407/519 [03:07<00:46,  2.41it/s]
      41/80      0.94G     0.9614      1.601     0.6351      1.221         11        640:  78%|███████▊  | 407/519 [03:07<00:46,  2.41it/s]
      41/80      0.94G     0.9614      1.601     0.6351      1.221         11        640:  79%|███████▊  | 408/519 [03:07<00:39,  2.78it/s]
      41/80      0.94G      0.961      1.602     0.6358      1.221          6        640:  79%|███████▊  | 408/519 [03:07<00:39,  2.78it/s]
      41/80      0.94G      0.961      1.602     0.6358      1.221          6        640:  79%|███████▉  | 409/519 [03:07<00:36,  3.05it/s]
      41/80      0.94G     0.9609      1.601     0.6361      1.221          8        640:  79%|███████▉  | 409/519 [03:09<00:36,  3.05it/s]
      41/80      0.94G     0.9609      1.601     0.6361      1.221          8        640:  79%|███████▉  | 410/519 [03:09<00:58,  1.85it/s]
      41/80      0.94G     0.9601        1.6     0.6354      1.221         14        640:  79%|███████▉  | 410/519 [03:09<00:58,  1.85it/s]
      41/80      0.94G     0.9601        1.6     0.6354      1.221         14        640:  79%|███████▉  | 411/519 [03:09<00:48,  2.24it/s]
      41/80      0.94G     0.9603      1.601     0.6354      1.221         11        640:  79%|███████▉  | 411/519 [03:09<00:48,  2.24it/s]
      41/80      0.94G     0.9603      1.601     0.6354      1.221         11        640:  79%|███████▉  | 412/519 [03:09<00:41,  2.56it/s]
      41/80      0.94G     0.9607      1.601     0.6357      1.221         10        640:  79%|███████▉  | 412/519 [03:09<00:41,  2.56it/s]
      41/80      0.94G     0.9607      1.601     0.6357      1.221         10        640:  80%|███████▉  | 413/519 [03:09<00:35,  2.98it/s]
      41/80      0.94G     0.9599        1.6     0.6357      1.221         10        640:  80%|███████▉  | 413/519 [03:10<00:35,  2.98it/s]
      41/80      0.94G     0.9599        1.6     0.6357      1.221         10        640:  80%|███████▉  | 414/519 [03:10<00:47,  2.21it/s]
      41/80      0.94G     0.9604        1.6     0.6354       1.22          6        640:  80%|███████▉  | 414/519 [03:11<00:47,  2.21it/s]
      41/80      0.94G     0.9604        1.6     0.6354       1.22          6        640:  80%|███████▉  | 415/519 [03:11<00:54,  1.91it/s]
      41/80      0.94G     0.9603        1.6     0.6352       1.22         10        640:  80%|███████▉  | 415/519 [03:11<00:54,  1.91it/s]
      41/80      0.94G     0.9603        1.6     0.6352       1.22         10        640:  80%|████████  | 416/519 [03:11<00:45,  2.25it/s]
      41/80      0.94G     0.9604      1.599     0.6353      1.221          4        640:  80%|████████  | 416/519 [03:11<00:45,  2.25it/s]
      41/80      0.94G     0.9604      1.599     0.6353      1.221          4        640:  80%|████████  | 417/519 [03:11<00:37,  2.73it/s]
      41/80      0.94G     0.9598      1.599     0.6349       1.22          5        640:  80%|████████  | 417/519 [03:12<00:37,  2.73it/s]
      41/80      0.94G     0.9598      1.599     0.6349       1.22          5        640:  81%|████████  | 418/519 [03:12<00:46,  2.18it/s]
      41/80      0.94G     0.9611      1.599     0.6366      1.222          5        640:  81%|████████  | 418/519 [03:13<00:46,  2.18it/s]
      41/80      0.94G     0.9611      1.599     0.6366      1.222          5        640:  81%|████████  | 419/519 [03:13<00:57,  1.74it/s]
      41/80      0.94G     0.9616      1.599     0.6367      1.222         11        640:  81%|████████  | 419/519 [03:13<00:57,  1.74it/s]
      41/80      0.94G     0.9616      1.599     0.6367      1.222         11        640:  81%|████████  | 420/519 [03:13<00:48,  2.06it/s]
      41/80      0.94G     0.9626        1.6     0.6371      1.222          8        640:  81%|████████  | 420/519 [03:13<00:48,  2.06it/s]
      41/80      0.94G     0.9626        1.6     0.6371      1.222          8        640:  81%|████████  | 421/519 [03:13<00:42,  2.30it/s]
      41/80      0.94G     0.9633        1.6     0.6371      1.222         10        640:  81%|████████  | 421/519 [03:14<00:42,  2.30it/s]
      41/80      0.94G     0.9633        1.6     0.6371      1.222         10        640:  81%|████████▏ | 422/519 [03:14<00:50,  1.92it/s]
      41/80      0.94G     0.9633      1.601     0.6371      1.222         11        640:  81%|████████▏ | 422/519 [03:14<00:50,  1.92it/s]
      41/80      0.94G     0.9633      1.601     0.6371      1.222         11        640:  82%|████████▏ | 423/519 [03:14<00:49,  1.93it/s]
      41/80      0.94G     0.9635      1.601     0.6374      1.222         12        640:  82%|████████▏ | 423/519 [03:15<00:49,  1.93it/s]
      41/80      0.94G     0.9635      1.601     0.6374      1.222         12        640:  82%|████████▏ | 424/519 [03:15<00:42,  2.24it/s]
      41/80      0.94G     0.9634      1.601     0.6375      1.222          9        640:  82%|████████▏ | 424/519 [03:15<00:42,  2.24it/s]
      41/80      0.94G     0.9634      1.601     0.6375      1.222          9        640:  82%|████████▏ | 425/519 [03:15<00:35,  2.66it/s]
      41/80      0.94G     0.9632      1.601     0.6374      1.222         13        640:  82%|████████▏ | 425/519 [03:16<00:35,  2.66it/s]
      41/80      0.94G     0.9632      1.601     0.6374      1.222         13        640:  82%|████████▏ | 426/519 [03:16<00:48,  1.92it/s]
      41/80      0.94G     0.9628      1.601     0.6372      1.222          6        640:  82%|████████▏ | 426/519 [03:16<00:48,  1.92it/s]
      41/80      0.94G     0.9628      1.601     0.6372      1.222          6        640:  82%|████████▏ | 427/519 [03:16<00:38,  2.40it/s]
      41/80      0.94G     0.9625        1.6     0.6367      1.221          7        640:  82%|████████▏ | 427/519 [03:16<00:38,  2.40it/s]
      41/80      0.94G     0.9625        1.6     0.6367      1.221          7        640:  82%|████████▏ | 428/519 [03:16<00:33,  2.74it/s]
      41/80      0.94G     0.9622        1.6     0.6369      1.221         10        640:  82%|████████▏ | 428/519 [03:16<00:33,  2.74it/s]
      41/80      0.94G     0.9622        1.6     0.6369      1.221         10        640:  83%|████████▎ | 429/519 [03:16<00:29,  3.04it/s]
      41/80      0.94G     0.9622      1.599      0.637      1.222          7        640:  83%|████████▎ | 429/519 [03:17<00:29,  3.04it/s]
      41/80      0.94G     0.9622      1.599      0.637      1.222          7        640:  83%|████████▎ | 430/519 [03:17<00:43,  2.04it/s]
      41/80      0.94G      0.962      1.599     0.6368      1.222          9        640:  83%|████████▎ | 430/519 [03:18<00:43,  2.04it/s]
      41/80      0.94G      0.962      1.599     0.6368      1.222          9        640:  83%|████████▎ | 431/519 [03:18<00:57,  1.52it/s]
      41/80      0.94G     0.9619      1.598     0.6371      1.221          8        640:  83%|████████▎ | 431/519 [03:19<00:57,  1.52it/s]
      41/80      0.94G     0.9619      1.598     0.6371      1.221          8        640:  83%|████████▎ | 432/519 [03:19<00:48,  1.79it/s]
      41/80      0.94G      0.962      1.598     0.6366      1.221         11        640:  83%|████████▎ | 432/519 [03:19<00:48,  1.79it/s]
      41/80      0.94G      0.962      1.598     0.6366      1.221         11        640:  83%|████████▎ | 433/519 [03:19<00:39,  2.16it/s]
      41/80      0.94G     0.9619      1.597     0.6362      1.221         13        640:  83%|████████▎ | 433/519 [03:19<00:39,  2.16it/s]
      41/80      0.94G     0.9619      1.597     0.6362      1.221         13        640:  84%|████████▎ | 434/519 [03:19<00:34,  2.45it/s]
      41/80      0.94G     0.9618      1.598     0.6364      1.221         13        640:  84%|████████▎ | 434/519 [03:20<00:34,  2.45it/s]
      41/80      0.94G     0.9618      1.598     0.6364      1.221         13        640:  84%|████████▍ | 435/519 [03:20<00:51,  1.62it/s]
      41/80      0.94G     0.9617      1.597     0.6361      1.221         10        640:  84%|████████▍ | 435/519 [03:20<00:51,  1.62it/s]
      41/80      0.94G     0.9617      1.597     0.6361      1.221         10        640:  84%|████████▍ | 436/519 [03:20<00:40,  2.04it/s]
      41/80      0.94G     0.9619      1.597     0.6361      1.221         14        640:  84%|████████▍ | 436/519 [03:21<00:40,  2.04it/s]
      41/80      0.94G     0.9619      1.597     0.6361      1.221         14        640:  84%|████████▍ | 437/519 [03:21<00:34,  2.39it/s]
      41/80      0.94G     0.9618      1.598     0.6359      1.221         12        640:  84%|████████▍ | 437/519 [03:21<00:34,  2.39it/s]
      41/80      0.94G     0.9618      1.598     0.6359      1.221         12        640:  84%|████████▍ | 438/519 [03:21<00:30,  2.63it/s]
      41/80      0.94G      0.961      1.597     0.6358       1.22          7        640:  84%|████████▍ | 438/519 [03:22<00:30,  2.63it/s]
      41/80      0.94G      0.961      1.597     0.6358       1.22          7        640:  85%|████████▍ | 439/519 [03:22<00:45,  1.75it/s]
      41/80      0.94G     0.9613      1.599      0.636      1.221          7        640:  85%|████████▍ | 439/519 [03:22<00:45,  1.75it/s]
      41/80      0.94G     0.9613      1.599      0.636      1.221          7        640:  85%|████████▍ | 440/519 [03:22<00:37,  2.11it/s]
      41/80      0.94G     0.9611      1.599      0.636      1.221          9        640:  85%|████████▍ | 440/519 [03:23<00:37,  2.11it/s]
      41/80      0.94G     0.9611      1.599      0.636      1.221          9        640:  85%|████████▍ | 441/519 [03:23<00:31,  2.48it/s]
      41/80      0.94G      0.961        1.6     0.6359       1.22          7        640:  85%|████████▍ | 441/519 [03:23<00:31,  2.48it/s]
      41/80      0.94G      0.961        1.6     0.6359       1.22          7        640:  85%|████████▌ | 442/519 [03:23<00:26,  2.91it/s]
      41/80      0.94G     0.9613      1.601     0.6361       1.22         10        640:  85%|████████▌ | 442/519 [03:24<00:26,  2.91it/s]
      41/80      0.94G     0.9613      1.601     0.6361       1.22         10        640:  85%|████████▌ | 443/519 [03:24<00:39,  1.91it/s]
      41/80      0.94G     0.9614        1.6      0.636       1.22          8        640:  85%|████████▌ | 443/519 [03:24<00:39,  1.91it/s]
      41/80      0.94G     0.9614        1.6      0.636       1.22          8        640:  86%|████████▌ | 444/519 [03:24<00:32,  2.34it/s]
      41/80      0.94G     0.9614      1.598     0.6361       1.22          9        640:  86%|████████▌ | 444/519 [03:24<00:32,  2.34it/s]
      41/80      0.94G     0.9614      1.598     0.6361       1.22          9        640:  86%|████████▌ | 445/519 [03:24<00:27,  2.73it/s]
      41/80      0.94G     0.9609      1.597      0.636       1.22         13        640:  86%|████████▌ | 445/519 [03:24<00:27,  2.73it/s]
      41/80      0.94G     0.9609      1.597      0.636       1.22         13        640:  86%|████████▌ | 446/519 [03:24<00:24,  2.99it/s]
      41/80      0.94G       0.96      1.595     0.6356      1.219          9        640:  86%|████████▌ | 446/519 [03:26<00:24,  2.99it/s]
      41/80      0.94G       0.96      1.595     0.6356      1.219          9        640:  86%|████████▌ | 447/519 [03:26<00:50,  1.42it/s]
      41/80      0.94G     0.9601      1.596     0.6355      1.219         10        640:  86%|████████▌ | 447/519 [03:26<00:50,  1.42it/s]
      41/80      0.94G     0.9601      1.596     0.6355      1.219         10        640:  86%|████████▋ | 448/519 [03:26<00:38,  1.83it/s]
      41/80      0.94G     0.9603      1.596     0.6355      1.219         12        640:  86%|████████▋ | 448/519 [03:26<00:38,  1.83it/s]
      41/80      0.94G     0.9603      1.596     0.6355      1.219         12        640:  87%|████████▋ | 449/519 [03:26<00:32,  2.15it/s]
      41/80      0.94G     0.9601      1.596     0.6354      1.219         12        640:  87%|████████▋ | 449/519 [03:27<00:32,  2.15it/s]
      41/80      0.94G     0.9601      1.596     0.6354      1.219         12        640:  87%|████████▋ | 450/519 [03:27<00:27,  2.55it/s]
      41/80      0.94G     0.9603      1.597     0.6356      1.219          9        640:  87%|████████▋ | 450/519 [03:27<00:27,  2.55it/s]
      41/80      0.94G     0.9603      1.597     0.6356      1.219          9        640:  87%|████████▋ | 451/519 [03:27<00:35,  1.92it/s]
      41/80      0.94G     0.9602      1.597     0.6357      1.219         11        640:  87%|████████▋ | 451/519 [03:28<00:35,  1.92it/s]
      41/80      0.94G     0.9602      1.597     0.6357      1.219         11        640:  87%|████████▋ | 452/519 [03:28<00:28,  2.33it/s]
      41/80      0.94G     0.9601      1.597     0.6358      1.219         11        640:  87%|████████▋ | 452/519 [03:28<00:28,  2.33it/s]
      41/80      0.94G     0.9601      1.597     0.6358      1.219         11        640:  87%|████████▋ | 453/519 [03:28<00:25,  2.57it/s]
      41/80      0.94G     0.9598      1.596     0.6357      1.219          9        640:  87%|████████▋ | 453/519 [03:28<00:25,  2.57it/s]
      41/80      0.94G     0.9598      1.596     0.6357      1.219          9        640:  87%|████████▋ | 454/519 [03:28<00:23,  2.80it/s]
      41/80      0.94G       0.96      1.596     0.6355      1.219         10        640:  87%|████████▋ | 454/519 [03:29<00:23,  2.80it/s]
      41/80      0.94G       0.96      1.596     0.6355      1.219         10        640:  88%|████████▊ | 455/519 [03:29<00:39,  1.61it/s]
      41/80      0.94G     0.9591      1.595     0.6348      1.219          9        640:  88%|████████▊ | 455/519 [03:30<00:39,  1.61it/s]
      41/80      0.94G     0.9591      1.595     0.6348      1.219          9        640:  88%|████████▊ | 456/519 [03:30<00:31,  2.03it/s]
      41/80      0.94G     0.9596      1.595      0.635      1.219          9        640:  88%|████████▊ | 456/519 [03:30<00:31,  2.03it/s]
      41/80      0.94G     0.9596      1.595      0.635      1.219          9        640:  88%|████████▊ | 457/519 [03:30<00:25,  2.45it/s]
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      41/80      0.94G     0.9599      1.594      0.636      1.219         10        640:  88%|████████▊ | 458/519 [03:31<00:22,  2.76it/s]
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      41/80      0.94G     0.9597      1.593     0.6359      1.219         13        640:  88%|████████▊ | 459/519 [03:31<00:34,  1.74it/s]
      41/80      0.94G     0.9597      1.593     0.6359      1.219         13        640:  89%|████████▊ | 460/519 [03:31<00:27,  2.17it/s]
      41/80      0.94G     0.9597      1.593     0.6359      1.219         10        640:  89%|████████▊ | 460/519 [03:32<00:27,  2.17it/s]
      41/80      0.94G     0.9597      1.593     0.6359      1.219         10        640:  89%|████████▉ | 461/519 [03:32<00:22,  2.63it/s]
      41/80      0.94G     0.9598      1.594     0.6364      1.219         11        640:  89%|████████▉ | 461/519 [03:32<00:22,  2.63it/s]
      41/80      0.94G     0.9598      1.594     0.6364      1.219         11        640:  89%|████████▉ | 462/519 [03:32<00:19,  2.88it/s]
      41/80      0.94G     0.9596      1.593     0.6361      1.219          7        640:  89%|████████▉ | 462/519 [03:33<00:19,  2.88it/s]
      41/80      0.94G     0.9596      1.593     0.6361      1.219          7        640:  89%|████████▉ | 463/519 [03:33<00:39,  1.41it/s]
      41/80      0.94G     0.9598      1.593     0.6362      1.219          9        640:  89%|████████▉ | 463/519 [03:34<00:39,  1.41it/s]
      41/80      0.94G     0.9598      1.593     0.6362      1.219          9        640:  89%|████████▉ | 464/519 [03:34<00:30,  1.78it/s]
      41/80      0.94G     0.9596      1.592     0.6359      1.219          8        640:  89%|████████▉ | 464/519 [03:34<00:30,  1.78it/s]
      41/80      0.94G     0.9596      1.592     0.6359      1.219          8        640:  90%|████████▉ | 465/519 [03:34<00:24,  2.19it/s]
      41/80      0.94G     0.9603      1.592      0.636      1.219          8        640:  90%|████████▉ | 465/519 [03:34<00:24,  2.19it/s]
      41/80      0.94G     0.9603      1.592      0.636      1.219          8        640:  90%|████████▉ | 466/519 [03:34<00:20,  2.61it/s]
      41/80      0.94G     0.9607      1.593     0.6368      1.219          9        640:  90%|████████▉ | 466/519 [03:35<00:20,  2.61it/s]
      41/80      0.94G     0.9607      1.593     0.6368      1.219          9        640:  90%|████████▉ | 467/519 [03:35<00:33,  1.54it/s]
      41/80      0.94G     0.9611      1.594     0.6369      1.219         11        640:  90%|████████▉ | 467/519 [03:36<00:33,  1.54it/s]
      41/80      0.94G     0.9611      1.594     0.6369      1.219         11        640:  90%|█████████ | 468/519 [03:36<00:26,  1.92it/s]
      41/80      0.94G     0.9614      1.595     0.6375       1.22         13        640:  90%|█████████ | 468/519 [03:36<00:26,  1.92it/s]
      41/80      0.94G     0.9614      1.595     0.6375       1.22         13        640:  90%|█████████ | 469/519 [03:36<00:23,  2.17it/s]
      41/80      0.94G     0.9616      1.595     0.6374       1.22          7        640:  90%|█████████ | 469/519 [03:36<00:23,  2.17it/s]
      41/80      0.94G     0.9616      1.595     0.6374       1.22          7        640:  91%|█████████ | 470/519 [03:36<00:19,  2.47it/s]
      41/80      0.94G     0.9621      1.596     0.6376       1.22          6        640:  91%|█████████ | 470/519 [03:37<00:19,  2.47it/s]
      41/80      0.94G     0.9621      1.596     0.6376       1.22          6        640:  91%|█████████ | 471/519 [03:37<00:30,  1.58it/s]
      41/80      0.94G     0.9622      1.595     0.6374      1.221         14        640:  91%|█████████ | 471/519 [03:37<00:30,  1.58it/s]
      41/80      0.94G     0.9622      1.595     0.6374      1.221         14        640:  91%|█████████ | 472/519 [03:37<00:22,  2.05it/s]
      41/80      0.94G     0.9619      1.594     0.6371       1.22         12        640:  91%|█████████ | 472/519 [03:38<00:22,  2.05it/s]
      41/80      0.94G     0.9619      1.594     0.6371       1.22         12        640:  91%|█████████ | 473/519 [03:38<00:18,  2.52it/s]
      41/80      0.94G     0.9618      1.594     0.6374       1.22          8        640:  91%|█████████ | 473/519 [03:38<00:18,  2.52it/s]
      41/80      0.94G     0.9618      1.594     0.6374       1.22          8        640:  91%|█████████▏| 474/519 [03:38<00:15,  2.84it/s]
      41/80      0.94G     0.9624      1.595     0.6378      1.221          6        640:  91%|█████████▏| 474/519 [03:39<00:15,  2.84it/s]
      41/80      0.94G     0.9624      1.595     0.6378      1.221          6        640:  92%|█████████▏| 475/519 [03:39<00:22,  1.94it/s]
      41/80      0.94G      0.962      1.594     0.6375       1.22         12        640:  92%|█████████▏| 475/519 [03:39<00:22,  1.94it/s]
      41/80      0.94G      0.962      1.594     0.6375       1.22         12        640:  92%|█████████▏| 476/519 [03:39<00:18,  2.30it/s]
      41/80      0.94G     0.9627      1.596     0.6387      1.221          6        640:  92%|█████████▏| 476/519 [03:39<00:18,  2.30it/s]
      41/80      0.94G     0.9627      1.596     0.6387      1.221          6        640:  92%|█████████▏| 477/519 [03:39<00:15,  2.68it/s]
      41/80      0.94G     0.9623      1.596     0.6385      1.221         12        640:  92%|█████████▏| 477/519 [03:40<00:15,  2.68it/s]
      41/80      0.94G     0.9623      1.596     0.6385      1.221         12        640:  92%|█████████▏| 478/519 [03:40<00:13,  2.93it/s]
      41/80      0.94G     0.9619      1.595     0.6381      1.221         12        640:  92%|█████████▏| 478/519 [03:40<00:13,  2.93it/s]
      41/80      0.94G     0.9619      1.595     0.6381      1.221         12        640:  92%|█████████▏| 479/519 [03:40<00:16,  2.47it/s]
      41/80      0.94G     0.9616      1.595     0.6379      1.221         14        640:  92%|█████████▏| 479/519 [03:40<00:16,  2.47it/s]
      41/80      0.94G     0.9616      1.595     0.6379      1.221         14        640:  92%|█████████▏| 480/519 [03:40<00:13,  2.87it/s]
      41/80      0.94G      0.962      1.596     0.6385      1.221          9        640:  92%|█████████▏| 480/519 [03:40<00:13,  2.87it/s]
      41/80      0.94G      0.962      1.596     0.6385      1.221          9        640:  93%|█████████▎| 481/519 [03:40<00:11,  3.26it/s]
      41/80      0.94G     0.9618      1.596     0.6385      1.221         11        640:  93%|█████████▎| 481/519 [03:41<00:11,  3.26it/s]
      41/80      0.94G     0.9618      1.596     0.6385      1.221         11        640:  93%|█████████▎| 482/519 [03:41<00:10,  3.49it/s]
      41/80      0.94G     0.9611      1.595     0.6387      1.221          9        640:  93%|█████████▎| 482/519 [03:42<00:10,  3.49it/s]
      41/80      0.94G     0.9611      1.595     0.6387      1.221          9        640:  93%|█████████▎| 483/519 [03:42<00:21,  1.66it/s]
      41/80      0.94G     0.9616      1.596     0.6389      1.221          7        640:  93%|█████████▎| 483/519 [03:42<00:21,  1.66it/s]
      41/80      0.94G     0.9616      1.596     0.6389      1.221          7        640:  93%|█████████▎| 484/519 [03:42<00:16,  2.07it/s]
      41/80      0.94G     0.9608      1.595     0.6383       1.22          6        640:  93%|█████████▎| 484/519 [03:43<00:16,  2.07it/s]
      41/80      0.94G     0.9608      1.595     0.6383       1.22          6        640:  93%|█████████▎| 485/519 [03:43<00:14,  2.31it/s]
      41/80      0.94G     0.9607      1.594      0.638       1.22         10        640:  93%|█████████▎| 485/519 [03:43<00:14,  2.31it/s]
      41/80      0.94G     0.9607      1.594      0.638       1.22         10        640:  94%|█████████▎| 486/519 [03:43<00:12,  2.60it/s]
      41/80      0.94G     0.9606      1.593     0.6378       1.22         10        640:  94%|█████████▎| 486/519 [03:44<00:12,  2.60it/s]
      41/80      0.94G     0.9606      1.593     0.6378       1.22         10        640:  94%|█████████▍| 487/519 [03:44<00:19,  1.61it/s]
      41/80      0.94G     0.9603      1.593     0.6376       1.22         11        640:  94%|█████████▍| 487/519 [03:44<00:19,  1.61it/s]
      41/80      0.94G     0.9603      1.593     0.6376       1.22         11        640:  94%|█████████▍| 488/519 [03:44<00:14,  2.11it/s]
      41/80      0.94G     0.9604      1.594     0.6378       1.22          8        640:  94%|█████████▍| 488/519 [03:44<00:14,  2.11it/s]
      41/80      0.94G     0.9604      1.594     0.6378       1.22          8        640:  94%|█████████▍| 489/519 [03:44<00:12,  2.50it/s]
      41/80      0.94G     0.9603      1.594     0.6377       1.22         12        640:  94%|█████████▍| 489/519 [03:45<00:12,  2.50it/s]
      41/80      0.94G     0.9603      1.594     0.6377       1.22         12        640:  94%|█████████▍| 490/519 [03:45<00:10,  2.84it/s]
      41/80      0.94G     0.9608      1.595     0.6381       1.22         15        640:  94%|█████████▍| 490/519 [03:46<00:10,  2.84it/s]
      41/80      0.94G     0.9608      1.595     0.6381       1.22         15        640:  95%|█████████▍| 491/519 [03:46<00:17,  1.62it/s]
      41/80      0.94G     0.9613      1.595     0.6387      1.221         13        640:  95%|█████████▍| 491/519 [03:46<00:17,  1.62it/s]
      41/80      0.94G     0.9613      1.595     0.6387      1.221         13        640:  95%|█████████▍| 492/519 [03:46<00:13,  1.95it/s]
      41/80      0.94G     0.9614      1.595     0.6384      1.221         10        640:  95%|█████████▍| 492/519 [03:46<00:13,  1.95it/s]
      41/80      0.94G     0.9614      1.595     0.6384      1.221         10        640:  95%|█████████▍| 493/519 [03:46<00:10,  2.37it/s]
      41/80      0.94G     0.9612      1.594     0.6383       1.22          9        640:  95%|█████████▍| 493/519 [03:47<00:10,  2.37it/s]
      41/80      0.94G     0.9612      1.594     0.6383       1.22          9        640:  95%|█████████▌| 494/519 [03:47<00:09,  2.74it/s]
      41/80      0.94G     0.9613      1.594     0.6388      1.221          8        640:  95%|█████████▌| 494/519 [03:47<00:09,  2.74it/s]
      41/80      0.94G     0.9613      1.594     0.6388      1.221          8        640:  95%|█████████▌| 495/519 [03:47<00:11,  2.03it/s]
      41/80      0.94G     0.9611      1.593     0.6387       1.22          9        640:  95%|█████████▌| 495/519 [03:48<00:11,  2.03it/s]
      41/80      0.94G     0.9611      1.593     0.6387       1.22          9        640:  96%|█████████▌| 496/519 [03:48<00:09,  2.41it/s]
      41/80      0.94G     0.9607      1.593     0.6383       1.22         10        640:  96%|█████████▌| 496/519 [03:48<00:09,  2.41it/s]
      41/80      0.94G     0.9607      1.593     0.6383       1.22         10        640:  96%|█████████▌| 497/519 [03:48<00:07,  2.76it/s]
      41/80      0.94G     0.9613      1.593     0.6388       1.22         11        640:  96%|█████████▌| 497/519 [03:48<00:07,  2.76it/s]
      41/80      0.94G     0.9613      1.593     0.6388       1.22         11        640:  96%|█████████▌| 498/519 [03:48<00:06,  3.07it/s]
      41/80      0.94G      0.961      1.593     0.6391       1.22          8        640:  96%|█████████▌| 498/519 [03:49<00:06,  3.07it/s]
      41/80      0.94G      0.961      1.593     0.6391       1.22          8        640:  96%|█████████▌| 499/519 [03:49<00:08,  2.39it/s]
      41/80      0.94G     0.9607      1.592      0.639       1.22         12        640:  96%|█████████▌| 499/519 [03:49<00:08,  2.39it/s]
      41/80      0.94G     0.9607      1.592      0.639       1.22         12        640:  96%|█████████▋| 500/519 [03:49<00:07,  2.63it/s]
      41/80      0.94G     0.9609      1.592     0.6389       1.22         10        640:  96%|█████████▋| 500/519 [03:49<00:07,  2.63it/s]
      41/80      0.94G     0.9609      1.592     0.6389       1.22         10        640:  97%|█████████▋| 501/519 [03:49<00:06,  2.78it/s]
      41/80      0.94G     0.9612      1.593     0.6389       1.22         12        640:  97%|█████████▋| 501/519 [03:50<00:06,  2.78it/s]
      41/80      0.94G     0.9612      1.593     0.6389       1.22         12        640:  97%|█████████▋| 502/519 [03:50<00:05,  2.99it/s]
      41/80      0.94G     0.9615      1.593     0.6391      1.221         11        640:  97%|█████████▋| 502/519 [03:50<00:05,  2.99it/s]
      41/80      0.94G     0.9615      1.593     0.6391      1.221         11        640:  97%|█████████▋| 503/519 [03:50<00:07,  2.25it/s]
      41/80      0.94G     0.9611      1.592     0.6387       1.22         16        640:  97%|█████████▋| 503/519 [03:51<00:07,  2.25it/s]
      41/80      0.94G     0.9611      1.592     0.6387       1.22         16        640:  97%|█████████▋| 504/519 [03:51<00:05,  2.59it/s]
      41/80      0.94G     0.9605      1.592     0.6387       1.22          9        640:  97%|█████████▋| 504/519 [03:51<00:05,  2.59it/s]
      41/80      0.94G     0.9605      1.592     0.6387       1.22          9        640:  97%|█████████▋| 505/519 [03:51<00:04,  2.88it/s]
      41/80      0.94G     0.9605      1.591     0.6385       1.22         16        640:  97%|█████████▋| 505/519 [03:51<00:04,  2.88it/s]
      41/80      0.94G     0.9605      1.591     0.6385       1.22         16        640:  97%|█████████▋| 506/519 [03:51<00:04,  3.08it/s]
      41/80      0.94G     0.9603      1.591     0.6382       1.22         11        640:  97%|█████████▋| 506/519 [03:52<00:04,  3.08it/s]
      41/80      0.94G     0.9603      1.591     0.6382       1.22         11        640:  98%|█████████▊| 507/519 [03:52<00:06,  1.76it/s]
      41/80      0.94G     0.9601       1.59      0.638      1.219         10        640:  98%|█████████▊| 507/519 [03:52<00:06,  1.76it/s]
      41/80      0.94G     0.9601       1.59      0.638      1.219         10        640:  98%|█████████▊| 508/519 [03:52<00:05,  2.08it/s]
      41/80      0.94G       0.96       1.59      0.638      1.219          7        640:  98%|█████████▊| 508/519 [03:53<00:05,  2.08it/s]
      41/80      0.94G       0.96       1.59      0.638      1.219          7        640:  98%|█████████▊| 509/519 [03:53<00:04,  2.47it/s]
      41/80      0.94G     0.9599      1.591     0.6382      1.219         10        640:  98%|█████████▊| 509/519 [03:53<00:04,  2.47it/s]
      41/80      0.94G     0.9599      1.591     0.6382      1.219         10        640:  98%|█████████▊| 510/519 [03:53<00:03,  2.80it/s]
      41/80      0.94G     0.9602      1.591     0.6384      1.219         15        640:  98%|█████████▊| 510/519 [03:54<00:03,  2.80it/s]
      41/80      0.94G     0.9602      1.591     0.6384      1.219         15        640:  98%|█████████▊| 511/519 [03:54<00:03,  2.20it/s]
      41/80      0.94G     0.9603      1.592     0.6384      1.219          7        640:  98%|█████████▊| 511/519 [03:54<00:03,  2.20it/s]
      41/80      0.94G     0.9603      1.592     0.6384      1.219          7        640:  99%|█████████▊| 512/519 [03:54<00:02,  2.54it/s]
      41/80      0.94G     0.9604      1.593     0.6384      1.219         10        640:  99%|█████████▊| 512/519 [03:54<00:02,  2.54it/s]
      41/80      0.94G     0.9604      1.593     0.6384      1.219         10        640:  99%|█████████▉| 513/519 [03:54<00:02,  2.92it/s]
      41/80      0.94G     0.9601      1.592      0.638      1.219         11        640:  99%|█████████▉| 513/519 [03:55<00:02,  2.92it/s]
      41/80      0.94G     0.9601      1.592      0.638      1.219         11        640:  99%|█████████▉| 514/519 [03:55<00:01,  2.62it/s]
      41/80      0.94G       0.96      1.592     0.6377      1.219         13        640:  99%|█████████▉| 514/519 [03:55<00:01,  2.62it/s]
      41/80      0.94G       0.96      1.592     0.6377      1.219         13        640:  99%|█████████▉| 515/519 [03:55<00:01,  3.02it/s]
      41/80      0.94G     0.9601      1.592     0.6376      1.219         11        640:  99%|█████████▉| 515/519 [03:55<00:01,  3.02it/s]
      41/80      0.94G     0.9601      1.592     0.6376      1.219         11        640:  99%|█████████▉| 516/519 [03:55<00:00,  3.64it/s]
      41/80      0.94G     0.9604      1.593     0.6379      1.219         13        640:  99%|█████████▉| 516/519 [03:55<00:00,  3.64it/s]
      41/80      0.94G     0.9604      1.593     0.6379      1.219         13        640: 100%|█████████▉| 517/519 [03:55<00:00,  3.95it/s]
      41/80      0.94G     0.9605      1.594     0.6384      1.219          8        640: 100%|█████████▉| 517/519 [03:56<00:00,  3.95it/s]
      41/80      0.94G     0.9605      1.594     0.6384      1.219          8        640: 100%|█████████▉| 518/519 [03:56<00:00,  2.99it/s]
      41/80      0.94G     0.9605      1.593     0.6383       1.22          5        640: 100%|█████████▉| 518/519 [03:56<00:00,  2.99it/s]
      41/80      0.94G     0.9605      1.593     0.6383       1.22          5        640: 100%|██████████| 519/519 [03:56<00:00,  2.20it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:47,  6.37s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:59,  2.84s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:45,  1.70s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:09,  1.14s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:57,  1.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:49,  1.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:44,  1.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:37,  1.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:32,  1.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:27,  2.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:25,  2.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:24,  2.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:24,  2.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:25,  2.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:24,  2.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:24,  2.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:24,  1.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:23,  1.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:23,  1.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:24,  1.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:26,  1.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:21,  1.93it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:18<00:18,  2.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:05,  6.40it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.60it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:03,  6.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:02,  6.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.45it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.44it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.82it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:21<00:01,  7.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  8.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:22<00:01,  8.88it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  9.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.84it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.78it/s]
-                   all        519        519      0.963      0.946      0.982      0.739      0.965      0.948      0.979      0.715
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
      42/80      0.94G     0.9046      1.631     0.7243      1.387          8        640:   0%|          | 0/519 [00:03<?, ?it/s]
      42/80      0.94G     0.9046      1.631     0.7243      1.387          8        640:   0%|          | 1/519 [00:03<26:07,  3.03s/it]
      42/80      0.94G     0.7645       1.38     0.5901       1.24         10        640:   0%|          | 1/519 [00:03<26:07,  3.03s/it]
      42/80      0.94G     0.7645       1.38     0.5901       1.24         10        640:   0%|          | 2/519 [00:03<11:56,  1.39s/it]
      42/80      0.94G     0.9172      1.614     0.7659      1.311         10        640:   0%|          | 2/519 [00:03<11:56,  1.39s/it]
      42/80      0.94G     0.9172      1.614     0.7659      1.311         10        640:   1%|          | 3/519 [00:03<07:32,  1.14it/s]
      42/80      0.94G     0.9188      1.647     0.8297      1.326         10        640:   1%|          | 3/519 [00:03<07:32,  1.14it/s]
      42/80      0.94G     0.9188      1.647     0.8297      1.326         10        640:   1%|          | 4/519 [00:03<05:19,  1.61it/s]
      42/80      0.94G     0.8689      1.659     0.7606      1.272         10        640:   1%|          | 4/519 [00:04<05:19,  1.61it/s]
      42/80      0.94G     0.8689      1.659     0.7606      1.272         10        640:   1%|          | 5/519 [00:04<06:00,  1.42it/s]
      42/80      0.94G     0.9286      1.662     0.7831      1.281          8        640:   1%|          | 5/519 [00:04<06:00,  1.42it/s]
      42/80      0.94G     0.9286      1.662     0.7831      1.281          8        640:   1%|          | 6/519 [00:04<04:57,  1.73it/s]
      42/80      0.94G     0.9237      1.675     0.7624      1.267         12        640:   1%|          | 6/519 [00:05<04:57,  1.73it/s]
      42/80      0.94G     0.9237      1.675     0.7624      1.267         12        640:   1%|▏         | 7/519 [00:05<04:00,  2.13it/s]
      42/80      0.94G     0.9149      1.627     0.7349       1.24         14        640:   1%|▏         | 7/519 [00:05<04:00,  2.13it/s]
      42/80      0.94G     0.9149      1.627     0.7349       1.24         14        640:   2%|▏         | 8/519 [00:05<03:17,  2.59it/s]
      42/80      0.94G     0.9169      1.618     0.7118      1.231          6        640:   2%|▏         | 8/519 [00:06<03:17,  2.59it/s]
      42/80      0.94G     0.9169      1.618     0.7118      1.231          6        640:   2%|▏         | 9/519 [00:06<05:30,  1.54it/s]
      42/80      0.94G     0.9307      1.632     0.6903      1.235         12        640:   2%|▏         | 9/519 [00:07<05:30,  1.54it/s]
      42/80      0.94G     0.9307      1.632     0.6903      1.235         12        640:   2%|▏         | 10/519 [00:07<05:15,  1.61it/s]
      42/80      0.94G     0.9229      1.559     0.6705      1.219          7        640:   2%|▏         | 10/519 [00:07<05:15,  1.61it/s]
      42/80      0.94G     0.9229      1.559     0.6705      1.219          7        640:   2%|▏         | 11/519 [00:07<04:17,  1.98it/s]
      42/80      0.94G     0.9596      1.595      0.694      1.239         10        640:   2%|▏         | 11/519 [00:07<04:17,  1.98it/s]
      42/80      0.94G     0.9596      1.595      0.694      1.239         10        640:   2%|▏         | 12/519 [00:07<03:33,  2.38it/s]
      42/80      0.94G     0.9482      1.574     0.6812      1.226         12        640:   2%|▏         | 12/519 [00:08<03:33,  2.38it/s]
      42/80      0.94G     0.9482      1.574     0.6812      1.226         12        640:   3%|▎         | 13/519 [00:08<05:52,  1.44it/s]
      42/80      0.94G     0.9474      1.552     0.6706      1.223         12        640:   3%|▎         | 13/519 [00:09<05:52,  1.44it/s]
      42/80      0.94G     0.9474      1.552     0.6706      1.223         12        640:   3%|▎         | 14/519 [00:09<04:47,  1.76it/s]
      42/80      0.94G     0.9446       1.55     0.6657      1.226         11        640:   3%|▎         | 14/519 [00:09<04:47,  1.76it/s]
      42/80      0.94G     0.9446       1.55     0.6657      1.226         11        640:   3%|▎         | 15/519 [00:09<04:04,  2.06it/s]
      42/80      0.94G     0.9167      1.526     0.6436      1.217          8        640:   3%|▎         | 15/519 [00:09<04:04,  2.06it/s]
      42/80      0.94G     0.9167      1.526     0.6436      1.217          8        640:   3%|▎         | 16/519 [00:09<03:24,  2.46it/s]
      42/80      0.94G      0.911      1.525     0.6417      1.216         12        640:   3%|▎         | 16/519 [00:10<03:24,  2.46it/s]
      42/80      0.94G      0.911      1.525     0.6417      1.216         12        640:   3%|▎         | 17/519 [00:10<05:00,  1.67it/s]
      42/80      0.94G     0.9452      1.558     0.6534      1.244         10        640:   3%|▎         | 17/519 [00:11<05:00,  1.67it/s]
      42/80      0.94G     0.9452      1.558     0.6534      1.244         10        640:   3%|▎         | 18/519 [00:11<04:03,  2.06it/s]
      42/80      0.94G     0.9456      1.539     0.6522      1.248          8        640:   3%|▎         | 18/519 [00:11<04:03,  2.06it/s]
      42/80      0.94G     0.9456      1.539     0.6522      1.248          8        640:   4%|▎         | 19/519 [00:11<03:26,  2.42it/s]
      42/80      0.94G     0.9412      1.542     0.6722       1.25          9        640:   4%|▎         | 19/519 [00:11<03:26,  2.42it/s]
      42/80      0.94G     0.9412      1.542     0.6722       1.25          9        640:   4%|▍         | 20/519 [00:11<02:53,  2.87it/s]
      42/80      0.94G     0.9447      1.537     0.6694      1.256         10        640:   4%|▍         | 20/519 [00:12<02:53,  2.87it/s]
      42/80      0.94G     0.9447      1.537     0.6694      1.256         10        640:   4%|▍         | 21/519 [00:12<04:25,  1.87it/s]
      42/80      0.94G     0.9482      1.582     0.6702      1.263          7        640:   4%|▍         | 21/519 [00:12<04:25,  1.87it/s]
      42/80      0.94G     0.9482      1.582     0.6702      1.263          7        640:   4%|▍         | 22/519 [00:12<03:36,  2.29it/s]
      42/80      0.94G     0.9378       1.58      0.664      1.251         10        640:   4%|▍         | 22/519 [00:12<03:36,  2.29it/s]
      42/80      0.94G     0.9378       1.58      0.664      1.251         10        640:   4%|▍         | 23/519 [00:12<03:08,  2.63it/s]
      42/80      0.94G     0.9344      1.604     0.6651      1.249          6        640:   4%|▍         | 23/519 [00:13<03:08,  2.63it/s]
      42/80      0.94G     0.9344      1.604     0.6651      1.249          6        640:   5%|▍         | 24/519 [00:13<02:49,  2.92it/s]
      42/80      0.94G     0.9261      1.605     0.6572      1.242         10        640:   5%|▍         | 24/519 [00:14<02:49,  2.92it/s]
      42/80      0.94G     0.9261      1.605     0.6572      1.242         10        640:   5%|▍         | 25/519 [00:14<04:07,  2.00it/s]
      42/80      0.94G     0.9265      1.594       0.66      1.235         12        640:   5%|▍         | 25/519 [00:14<04:07,  2.00it/s]
      42/80      0.94G     0.9265      1.594       0.66      1.235         12        640:   5%|▌         | 26/519 [00:14<03:32,  2.32it/s]
      42/80      0.94G     0.9253      1.586      0.653      1.239          9        640:   5%|▌         | 26/519 [00:14<03:32,  2.32it/s]
      42/80      0.94G     0.9253      1.586      0.653      1.239          9        640:   5%|▌         | 27/519 [00:14<02:56,  2.79it/s]
      42/80      0.94G     0.9173      1.569      0.644       1.23         12        640:   5%|▌         | 27/519 [00:14<02:56,  2.79it/s]
      42/80      0.94G     0.9173      1.569      0.644       1.23         12        640:   5%|▌         | 28/519 [00:14<03:14,  2.53it/s]
      42/80      0.94G     0.9168      1.565       0.64       1.23          9        640:   5%|▌         | 28/519 [00:15<03:14,  2.53it/s]
      42/80      0.94G     0.9168      1.565       0.64       1.23          9        640:   6%|▌         | 29/519 [00:15<02:53,  2.83it/s]
      42/80      0.94G     0.9213      1.593     0.6416      1.229         11        640:   6%|▌         | 29/519 [00:16<02:53,  2.83it/s]
      42/80      0.94G     0.9213      1.593     0.6416      1.229         11        640:   6%|▌         | 30/519 [00:16<05:46,  1.41it/s]
      42/80      0.94G     0.9214      1.586     0.6438      1.226         11        640:   6%|▌         | 30/519 [00:17<05:46,  1.41it/s]
      42/80      0.94G     0.9214      1.586     0.6438      1.226         11        640:   6%|▌         | 31/519 [00:17<04:36,  1.77it/s]
      42/80      0.94G     0.9185      1.589      0.638      1.223         11        640:   6%|▌         | 31/519 [00:17<04:36,  1.77it/s]
      42/80      0.94G     0.9185      1.589      0.638      1.223         11        640:   6%|▌         | 32/519 [00:17<03:51,  2.10it/s]
      42/80      0.94G     0.9248       1.59     0.6365      1.228         10        640:   6%|▌         | 32/519 [00:17<03:51,  2.10it/s]
      42/80      0.94G     0.9248       1.59     0.6365      1.228         10        640:   6%|▋         | 33/519 [00:17<03:14,  2.50it/s]
      42/80      0.94G     0.9231      1.589     0.6333      1.224          7        640:   6%|▋         | 33/519 [00:18<03:14,  2.50it/s]
      42/80      0.94G     0.9231      1.589     0.6333      1.224          7        640:   7%|▋         | 34/519 [00:18<04:26,  1.82it/s]
      42/80      0.94G      0.925      1.583     0.6311      1.222         13        640:   7%|▋         | 34/519 [00:18<04:26,  1.82it/s]
      42/80      0.94G      0.925      1.583     0.6311      1.222         13        640:   7%|▋         | 35/519 [00:18<03:43,  2.16it/s]
      42/80      0.94G     0.9293      1.575     0.6343      1.221          9        640:   7%|▋         | 35/519 [00:18<03:43,  2.16it/s]
      42/80      0.94G     0.9293      1.575     0.6343      1.221          9        640:   7%|▋         | 36/519 [00:18<03:09,  2.55it/s]
      42/80      0.94G     0.9361      1.564     0.6323      1.225         10        640:   7%|▋         | 36/519 [00:19<03:09,  2.55it/s]
      42/80      0.94G     0.9361      1.564     0.6323      1.225         10        640:   7%|▋         | 37/519 [00:19<02:43,  2.95it/s]
      42/80      0.94G     0.9435       1.59     0.6404      1.229          7        640:   7%|▋         | 37/519 [00:20<02:43,  2.95it/s]
      42/80      0.94G     0.9435       1.59     0.6404      1.229          7        640:   7%|▋         | 38/519 [00:20<04:43,  1.70it/s]
      42/80      0.94G     0.9404      1.609     0.6431      1.231          9        640:   7%|▋         | 38/519 [00:20<04:43,  1.70it/s]
      42/80      0.94G     0.9404      1.609     0.6431      1.231          9        640:   8%|▊         | 39/519 [00:20<03:45,  2.13it/s]
      42/80      0.94G     0.9332      1.615     0.6388      1.227         10        640:   8%|▊         | 39/519 [00:20<03:45,  2.13it/s]
      42/80      0.94G     0.9332      1.615     0.6388      1.227         10        640:   8%|▊         | 40/519 [00:20<03:05,  2.58it/s]
      42/80      0.94G     0.9327      1.611     0.6375      1.226         10        640:   8%|▊         | 40/519 [00:20<03:05,  2.58it/s]
      42/80      0.94G     0.9327      1.611     0.6375      1.226         10        640:   8%|▊         | 41/519 [00:20<02:42,  2.95it/s]
      42/80      0.94G     0.9273      1.608     0.6344      1.225         10        640:   8%|▊         | 41/519 [00:21<02:42,  2.95it/s]
      42/80      0.94G     0.9273      1.608     0.6344      1.225         10        640:   8%|▊         | 42/519 [00:21<04:33,  1.74it/s]
      42/80      0.94G     0.9315      1.621     0.6412      1.232         10        640:   8%|▊         | 42/519 [00:22<04:33,  1.74it/s]
      42/80      0.94G     0.9315      1.621     0.6412      1.232         10        640:   8%|▊         | 43/519 [00:22<03:37,  2.19it/s]
      42/80      0.94G     0.9403      1.625     0.6483      1.238          9        640:   8%|▊         | 43/519 [00:22<03:37,  2.19it/s]
      42/80      0.94G     0.9403      1.625     0.6483      1.238          9        640:   8%|▊         | 44/519 [00:22<03:00,  2.63it/s]
      42/80      0.94G     0.9425      1.646     0.6493      1.238         10        640:   8%|▊         | 44/519 [00:22<03:00,  2.63it/s]
      42/80      0.94G     0.9425      1.646     0.6493      1.238         10        640:   9%|▊         | 45/519 [00:22<02:39,  2.97it/s]
      42/80      0.94G     0.9462      1.641     0.6472      1.239          8        640:   9%|▊         | 45/519 [00:24<02:39,  2.97it/s]
      42/80      0.94G     0.9462      1.641     0.6472      1.239          8        640:   9%|▉         | 46/519 [00:24<05:08,  1.53it/s]
      42/80      0.94G     0.9435      1.658     0.6434      1.237         11        640:   9%|▉         | 46/519 [00:24<05:08,  1.53it/s]
      42/80      0.94G     0.9435      1.658     0.6434      1.237         11        640:   9%|▉         | 47/519 [00:24<04:00,  1.97it/s]
      42/80      0.94G      0.939      1.645     0.6388      1.234         11        640:   9%|▉         | 47/519 [00:24<04:00,  1.97it/s]
      42/80      0.94G      0.939      1.645     0.6388      1.234         11        640:   9%|▉         | 48/519 [00:24<03:15,  2.41it/s]
      42/80      0.94G      0.934      1.631     0.6338       1.23          9        640:   9%|▉         | 48/519 [00:24<03:15,  2.41it/s]
      42/80      0.94G      0.934      1.631     0.6338       1.23          9        640:   9%|▉         | 49/519 [00:24<02:50,  2.76it/s]
      42/80      0.94G     0.9365      1.624     0.6316      1.228          9        640:   9%|▉         | 49/519 [00:26<02:50,  2.76it/s]
      42/80      0.94G     0.9365      1.624     0.6316      1.228          9        640:  10%|▉         | 50/519 [00:26<05:19,  1.47it/s]
      42/80      0.94G     0.9336      1.615     0.6271      1.228         10        640:  10%|▉         | 50/519 [00:26<05:19,  1.47it/s]
      42/80      0.94G     0.9336      1.615     0.6271      1.228         10        640:  10%|▉         | 51/519 [00:26<04:16,  1.83it/s]
      42/80      0.94G     0.9333      1.607     0.6242      1.227          9        640:  10%|▉         | 51/519 [00:26<04:16,  1.83it/s]
      42/80      0.94G     0.9333      1.607     0.6242      1.227          9        640:  10%|█         | 52/519 [00:26<03:29,  2.23it/s]
      42/80      0.94G     0.9346      1.618     0.6249      1.227          9        640:  10%|█         | 52/519 [00:26<03:29,  2.23it/s]
      42/80      0.94G     0.9346      1.618     0.6249      1.227          9        640:  10%|█         | 53/519 [00:26<03:01,  2.57it/s]
      42/80      0.94G     0.9438      1.633     0.6282      1.236          7        640:  10%|█         | 53/519 [00:28<03:01,  2.57it/s]
      42/80      0.94G     0.9438      1.633     0.6282      1.236          7        640:  10%|█         | 54/519 [00:28<05:28,  1.42it/s]
      42/80      0.94G     0.9445      1.629      0.629      1.235          7        640:  10%|█         | 54/519 [00:28<05:28,  1.42it/s]
      42/80      0.94G     0.9445      1.629      0.629      1.235          7        640:  11%|█         | 55/519 [00:28<04:15,  1.81it/s]
      42/80      0.94G     0.9513      1.643     0.6342       1.24          9        640:  11%|█         | 55/519 [00:28<04:15,  1.81it/s]
      42/80      0.94G     0.9513      1.643     0.6342       1.24          9        640:  11%|█         | 56/519 [00:28<03:30,  2.20it/s]
      42/80      0.94G     0.9647       1.66     0.6455      1.247          9        640:  11%|█         | 56/519 [00:28<03:30,  2.20it/s]
      42/80      0.94G     0.9647       1.66     0.6455      1.247          9        640:  11%|█         | 57/519 [00:28<03:03,  2.52it/s]
      42/80      0.94G     0.9599      1.649      0.641      1.243          9        640:  11%|█         | 57/519 [00:30<03:03,  2.52it/s]
      42/80      0.94G     0.9599      1.649      0.641      1.243          9        640:  11%|█         | 58/519 [00:30<05:02,  1.52it/s]
      42/80      0.94G     0.9573      1.643      0.642      1.243          9        640:  11%|█         | 58/519 [00:30<05:02,  1.52it/s]
      42/80      0.94G     0.9573      1.643      0.642      1.243          9        640:  11%|█▏        | 59/519 [00:30<03:52,  1.98it/s]
      42/80      0.94G      0.953      1.636     0.6385      1.244          8        640:  11%|█▏        | 59/519 [00:30<03:52,  1.98it/s]
      42/80      0.94G      0.953      1.636     0.6385      1.244          8        640:  12%|█▏        | 60/519 [00:30<03:08,  2.43it/s]
      42/80      0.94G      0.954      1.645     0.6404      1.244         10        640:  12%|█▏        | 60/519 [00:30<03:08,  2.43it/s]
      42/80      0.94G      0.954      1.645     0.6404      1.244         10        640:  12%|█▏        | 61/519 [00:30<02:52,  2.66it/s]
      42/80      0.94G     0.9519      1.638     0.6385      1.241         11        640:  12%|█▏        | 61/519 [00:31<02:52,  2.66it/s]
      42/80      0.94G     0.9519      1.638     0.6385      1.241         11        640:  12%|█▏        | 62/519 [00:31<04:03,  1.87it/s]
      42/80      0.94G     0.9515      1.641     0.6388      1.242         12        640:  12%|█▏        | 62/519 [00:31<04:03,  1.87it/s]
      42/80      0.94G     0.9515      1.641     0.6388      1.242         12        640:  12%|█▏        | 63/519 [00:31<03:18,  2.30it/s]
      42/80      0.94G     0.9538      1.651     0.6394      1.243         10        640:  12%|█▏        | 63/519 [00:32<03:18,  2.30it/s]
      42/80      0.94G     0.9538      1.651     0.6394      1.243         10        640:  12%|█▏        | 64/519 [00:32<02:50,  2.67it/s]
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      42/80      0.94G     0.9398      1.594     0.6124      1.216         11        640:  58%|█████▊    | 300/519 [02:19<01:11,  3.07it/s]
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      42/80      0.94G     0.9386      1.594     0.6117      1.214         11        640:  61%|██████    | 316/519 [02:26<01:07,  3.01it/s]
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      42/80      0.94G     0.9383      1.596     0.6116      1.214          8        640:  61%|██████    | 317/519 [02:27<02:13,  1.52it/s]
      42/80      0.94G     0.9383      1.596     0.6116      1.214          8        640:  61%|██████▏   | 318/519 [02:27<01:51,  1.80it/s]
      42/80      0.94G      0.938      1.595     0.6118      1.214         12        640:  61%|██████▏   | 318/519 [02:27<01:51,  1.80it/s]
      42/80      0.94G      0.938      1.595     0.6118      1.214         12        640:  61%|██████▏   | 319/519 [02:27<01:35,  2.09it/s]
      42/80      0.94G     0.9381      1.595     0.6119      1.213         13        640:  61%|██████▏   | 319/519 [02:27<01:35,  2.09it/s]
      42/80      0.94G     0.9381      1.595     0.6119      1.213         13        640:  62%|██████▏   | 320/519 [02:27<01:20,  2.46it/s]
      42/80      0.94G     0.9382      1.594     0.6115      1.213          7        640:  62%|██████▏   | 320/519 [02:28<01:20,  2.46it/s]
      42/80      0.94G     0.9382      1.594     0.6115      1.213          7        640:  62%|██████▏   | 321/519 [02:28<01:42,  1.93it/s]
      42/80      0.94G     0.9383      1.597     0.6119      1.213         12        640:  62%|██████▏   | 321/519 [02:28<01:42,  1.93it/s]
      42/80      0.94G     0.9383      1.597     0.6119      1.213         12        640:  62%|██████▏   | 322/519 [02:28<01:26,  2.29it/s]
      42/80      0.94G     0.9391      1.598     0.6121      1.214          8        640:  62%|██████▏   | 322/519 [02:28<01:26,  2.29it/s]
      42/80      0.94G     0.9391      1.598     0.6121      1.214          8        640:  62%|██████▏   | 323/519 [02:28<01:14,  2.62it/s]
      42/80      0.94G     0.9396      1.601     0.6122      1.214          9        640:  62%|██████▏   | 323/519 [02:29<01:14,  2.62it/s]
      42/80      0.94G     0.9396      1.601     0.6122      1.214          9        640:  62%|██████▏   | 324/519 [02:29<01:36,  2.03it/s]
      42/80      0.94G     0.9405      1.602      0.613      1.215          7        640:  62%|██████▏   | 324/519 [02:30<01:36,  2.03it/s]
      42/80      0.94G     0.9405      1.602      0.613      1.215          7        640:  63%|██████▎   | 325/519 [02:30<01:59,  1.62it/s]
      42/80      0.94G     0.9403      1.605     0.6139      1.215         10        640:  63%|██████▎   | 325/519 [02:31<01:59,  1.62it/s]
      42/80      0.94G     0.9403      1.605     0.6139      1.215         10        640:  63%|██████▎   | 326/519 [02:31<02:01,  1.59it/s]
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      42/80      0.94G     0.9404      1.605     0.6135      1.215         12        640:  63%|██████▎   | 327/519 [02:31<01:38,  1.95it/s]
      42/80      0.94G     0.9402      1.605     0.6136      1.215         10        640:  63%|██████▎   | 327/519 [02:31<01:38,  1.95it/s]
      42/80      0.94G     0.9402      1.605     0.6136      1.215         10        640:  63%|██████▎   | 328/519 [02:31<01:21,  2.33it/s]
      42/80      0.94G     0.9408      1.605     0.6144      1.216          8        640:  63%|██████▎   | 328/519 [02:32<01:21,  2.33it/s]
      42/80      0.94G     0.9408      1.605     0.6144      1.216          8        640:  63%|██████▎   | 329/519 [02:32<01:41,  1.87it/s]
      42/80      0.94G     0.9405      1.605     0.6139      1.216          8        640:  63%|██████▎   | 329/519 [02:32<01:41,  1.87it/s]
      42/80      0.94G     0.9405      1.605     0.6139      1.216          8        640:  64%|██████▎   | 330/519 [02:32<01:38,  1.93it/s]
      42/80      0.94G     0.9424       1.61     0.6146      1.217          6        640:  64%|██████▎   | 330/519 [02:33<01:38,  1.93it/s]
      42/80      0.94G     0.9424       1.61     0.6146      1.217          6        640:  64%|██████▍   | 331/519 [02:33<01:25,  2.21it/s]
      42/80      0.94G     0.9426      1.611     0.6144      1.218          8        640:  64%|██████▍   | 331/519 [02:33<01:25,  2.21it/s]
      42/80      0.94G     0.9426      1.611     0.6144      1.218          8        640:  64%|██████▍   | 332/519 [02:33<01:14,  2.51it/s]
      42/80      0.94G     0.9432      1.611      0.615      1.218          9        640:  64%|██████▍   | 332/519 [02:34<01:14,  2.51it/s]
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      42/80      0.94G     0.9431       1.61      0.615      1.218          9        640:  64%|██████▍   | 333/519 [02:34<01:44,  1.78it/s]
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      42/80      0.94G     0.9435      1.611     0.6153      1.218         12        640:  64%|██████▍   | 334/519 [02:35<01:38,  1.88it/s]
      42/80      0.94G     0.9435      1.611     0.6153      1.218         12        640:  65%|██████▍   | 335/519 [02:35<01:21,  2.25it/s]
      42/80      0.94G      0.943      1.609     0.6149      1.218         11        640:  65%|██████▍   | 335/519 [02:35<01:21,  2.25it/s]
      42/80      0.94G      0.943      1.609     0.6149      1.218         11        640:  65%|██████▍   | 336/519 [02:35<01:08,  2.65it/s]
      42/80      0.94G     0.9423       1.61     0.6144      1.218         12        640:  65%|██████▍   | 336/519 [02:35<01:08,  2.65it/s]
      42/80      0.94G     0.9423       1.61     0.6144      1.218         12        640:  65%|██████▍   | 337/519 [02:35<01:17,  2.34it/s]
      42/80      0.94G     0.9421      1.612     0.6143      1.218          7        640:  65%|██████▍   | 337/519 [02:36<01:17,  2.34it/s]
      42/80      0.94G     0.9421      1.612     0.6143      1.218          7        640:  65%|██████▌   | 338/519 [02:36<01:48,  1.68it/s]
      42/80      0.94G     0.9421      1.611      0.614      1.218         10        640:  65%|██████▌   | 338/519 [02:37<01:48,  1.68it/s]
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      42/80      0.94G     0.9421       1.61     0.6137      1.218          9        640:  66%|██████▌   | 340/519 [02:37<01:15,  2.39it/s]
      42/80      0.94G     0.9418       1.61     0.6133      1.218         14        640:  66%|██████▌   | 340/519 [02:37<01:15,  2.39it/s]
      42/80      0.94G     0.9418       1.61     0.6133      1.218         14        640:  66%|██████▌   | 341/519 [02:37<01:02,  2.85it/s]
      42/80      0.94G     0.9424      1.609     0.6132      1.218          9        640:  66%|██████▌   | 341/519 [02:38<01:02,  2.85it/s]
      42/80      0.94G     0.9424      1.609     0.6132      1.218          9        640:  66%|██████▌   | 342/519 [02:38<01:47,  1.64it/s]
      42/80      0.94G     0.9423      1.612     0.6135      1.218          9        640:  66%|██████▌   | 342/519 [02:39<01:47,  1.64it/s]
      42/80      0.94G     0.9423      1.612     0.6135      1.218          9        640:  66%|██████▌   | 343/519 [02:39<01:26,  2.03it/s]
      42/80      0.94G     0.9424      1.612     0.6142      1.218          8        640:  66%|██████▌   | 343/519 [02:39<01:26,  2.03it/s]
      42/80      0.94G     0.9424      1.612     0.6142      1.218          8        640:  66%|██████▋   | 344/519 [02:39<01:13,  2.37it/s]
      42/80      0.94G     0.9425      1.612     0.6143      1.218          8        640:  66%|██████▋   | 344/519 [02:39<01:13,  2.37it/s]
      42/80      0.94G     0.9425      1.612     0.6143      1.218          8        640:  66%|██████▋   | 345/519 [02:39<01:05,  2.67it/s]
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      42/80      0.94G     0.9443      1.615     0.6157      1.219         11        640:  67%|██████▋   | 348/519 [02:41<00:57,  2.98it/s]
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      42/80      0.94G     0.9445      1.616     0.6154      1.219          8        640:  67%|██████▋   | 349/519 [02:42<01:11,  2.38it/s]
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      42/80      0.94G      0.945      1.616     0.6156      1.219          8        640:  67%|██████▋   | 350/519 [02:42<02:01,  1.39it/s]
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      42/80      0.94G     0.9457      1.616     0.6161      1.219         12        640:  68%|██████▊   | 352/519 [02:43<01:20,  2.08it/s]
      42/80      0.94G     0.9461      1.618      0.617      1.219         10        640:  68%|██████▊   | 352/519 [02:43<01:20,  2.08it/s]
      42/80      0.94G     0.9461      1.618      0.617      1.219         10        640:  68%|██████▊   | 353/519 [02:43<01:09,  2.40it/s]
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      42/80      0.94G     0.9451      1.615     0.6164      1.218         10        640:  69%|██████▊   | 356/519 [02:45<01:20,  2.03it/s]
      42/80      0.94G     0.9449      1.615      0.616      1.218         11        640:  69%|██████▊   | 356/519 [02:45<01:20,  2.03it/s]
      42/80      0.94G     0.9449      1.615      0.616      1.218         11        640:  69%|██████▉   | 357/519 [02:45<01:07,  2.40it/s]
      42/80      0.94G     0.9449      1.614     0.6163      1.217         14        640:  69%|██████▉   | 357/519 [02:46<01:07,  2.40it/s]
      42/80      0.94G     0.9449      1.614     0.6163      1.217         14        640:  69%|██████▉   | 358/519 [02:46<01:46,  1.52it/s]
      42/80      0.94G     0.9445      1.615     0.6179      1.217          6        640:  69%|██████▉   | 358/519 [02:47<01:46,  1.52it/s]
      42/80      0.94G     0.9445      1.615     0.6179      1.217          6        640:  69%|██████▉   | 359/519 [02:47<01:24,  1.89it/s]
      42/80      0.94G     0.9443      1.614     0.6173      1.217          9        640:  69%|██████▉   | 359/519 [02:47<01:24,  1.89it/s]
      42/80      0.94G     0.9443      1.614     0.6173      1.217          9        640:  69%|██████▉   | 360/519 [02:47<01:12,  2.18it/s]
      42/80      0.94G     0.9441      1.616     0.6171      1.217          9        640:  69%|██████▉   | 360/519 [02:47<01:12,  2.18it/s]
      42/80      0.94G     0.9441      1.616     0.6171      1.217          9        640:  70%|██████▉   | 361/519 [02:47<00:59,  2.66it/s]
      42/80      0.94G     0.9438      1.616     0.6165      1.217          8        640:  70%|██████▉   | 361/519 [02:48<00:59,  2.66it/s]
      42/80      0.94G     0.9438      1.616     0.6165      1.217          8        640:  70%|██████▉   | 362/519 [02:48<01:27,  1.79it/s]
      42/80      0.94G     0.9439      1.616     0.6164      1.217          9        640:  70%|██████▉   | 362/519 [02:48<01:27,  1.79it/s]
      42/80      0.94G     0.9439      1.616     0.6164      1.217          9        640:  70%|██████▉   | 363/519 [02:48<01:10,  2.22it/s]
      42/80      0.94G     0.9432      1.615     0.6161      1.217          9        640:  70%|██████▉   | 363/519 [02:49<01:10,  2.22it/s]
      42/80      0.94G     0.9432      1.615     0.6161      1.217          9        640:  70%|███████   | 364/519 [02:49<01:01,  2.53it/s]
      42/80      0.94G     0.9421      1.614     0.6153      1.216          9        640:  70%|███████   | 364/519 [02:49<01:01,  2.53it/s]
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      42/80      0.94G     0.9419      1.613     0.6148      1.216          9        640:  70%|███████   | 365/519 [02:50<00:51,  2.96it/s]
      42/80      0.94G     0.9419      1.613     0.6148      1.216          9        640:  71%|███████   | 366/519 [02:50<01:32,  1.66it/s]
      42/80      0.94G     0.9429      1.613     0.6146      1.217         14        640:  71%|███████   | 366/519 [02:50<01:32,  1.66it/s]
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      42/80      0.94G      0.943      1.613     0.6144      1.217         12        640:  71%|███████   | 367/519 [02:50<01:13,  2.08it/s]
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      42/80      0.94G     0.9429      1.613     0.6144      1.217         11        640:  71%|███████   | 368/519 [02:51<01:01,  2.47it/s]
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      42/80      0.94G     0.9428      1.612     0.6144      1.217         11        640:  71%|███████   | 369/519 [02:52<00:57,  2.62it/s]
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      42/80      0.94G     0.9427      1.612     0.6141      1.217         14        640:  71%|███████▏  | 370/519 [02:52<01:24,  1.76it/s]
      42/80      0.94G     0.9427      1.612     0.6141      1.217         14        640:  71%|███████▏  | 371/519 [02:52<01:06,  2.22it/s]
      42/80      0.94G     0.9418       1.61     0.6135      1.216         12        640:  71%|███████▏  | 371/519 [02:52<01:06,  2.22it/s]
      42/80      0.94G     0.9418       1.61     0.6135      1.216         12        640:  72%|███████▏  | 372/519 [02:52<00:59,  2.47it/s]
      42/80      0.94G     0.9421      1.612     0.6136      1.217         12        640:  72%|███████▏  | 372/519 [02:53<00:59,  2.47it/s]
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      42/80      0.94G     0.9414      1.611      0.613      1.216          9        640:  72%|███████▏  | 373/519 [02:54<01:11,  2.06it/s]
      42/80      0.94G     0.9414      1.611      0.613      1.216          9        640:  72%|███████▏  | 374/519 [02:54<01:15,  1.92it/s]
      42/80      0.94G     0.9417      1.611     0.6125      1.217         11        640:  72%|███████▏  | 374/519 [02:54<01:15,  1.92it/s]
      42/80      0.94G     0.9417      1.611     0.6125      1.217         11        640:  72%|███████▏  | 375/519 [02:54<01:04,  2.24it/s]
      42/80      0.94G     0.9411      1.611      0.612      1.217          7        640:  72%|███████▏  | 375/519 [02:54<01:04,  2.24it/s]
      42/80      0.94G     0.9411      1.611      0.612      1.217          7        640:  72%|███████▏  | 376/519 [02:54<00:53,  2.66it/s]
      42/80      0.94G     0.9422      1.612     0.6131      1.218         10        640:  72%|███████▏  | 376/519 [02:55<00:53,  2.66it/s]
      42/80      0.94G     0.9422      1.612     0.6131      1.218         10        640:  73%|███████▎  | 377/519 [02:55<01:26,  1.63it/s]
      42/80      0.94G     0.9422      1.612     0.6128      1.217          9        640:  73%|███████▎  | 377/519 [02:56<01:26,  1.63it/s]
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      42/80      0.94G     0.9419      1.611     0.6126      1.217         13        640:  73%|███████▎  | 378/519 [02:56<01:18,  1.79it/s]
      42/80      0.94G     0.9419      1.611     0.6126      1.217         13        640:  73%|███████▎  | 379/519 [02:56<01:04,  2.17it/s]
      42/80      0.94G     0.9417      1.611     0.6128      1.217          8        640:  73%|███████▎  | 379/519 [02:56<01:04,  2.17it/s]
      42/80      0.94G     0.9417      1.611     0.6128      1.217          8        640:  73%|███████▎  | 380/519 [02:56<00:54,  2.56it/s]
      42/80      0.94G     0.9416      1.612     0.6138      1.217          9        640:  73%|███████▎  | 380/519 [02:57<00:54,  2.56it/s]
      42/80      0.94G     0.9416      1.612     0.6138      1.217          9        640:  73%|███████▎  | 381/519 [02:57<01:06,  2.09it/s]
      42/80      0.94G     0.9417      1.612     0.6133      1.216         10        640:  73%|███████▎  | 381/519 [02:58<01:06,  2.09it/s]
      42/80      0.94G     0.9417      1.612     0.6133      1.216         10        640:  74%|███████▎  | 382/519 [02:58<01:23,  1.64it/s]
      42/80      0.94G     0.9413      1.613     0.6133      1.216         10        640:  74%|███████▎  | 382/519 [02:58<01:23,  1.64it/s]
      42/80      0.94G     0.9413      1.613     0.6133      1.216         10        640:  74%|███████▍  | 383/519 [02:58<01:09,  1.96it/s]
      42/80      0.94G     0.9417      1.614      0.613      1.216         13        640:  74%|███████▍  | 383/519 [02:58<01:09,  1.96it/s]
      42/80      0.94G     0.9417      1.614      0.613      1.216         13        640:  74%|███████▍  | 384/519 [02:58<00:54,  2.46it/s]
      42/80      0.94G     0.9419      1.612     0.6131      1.217          7        640:  74%|███████▍  | 384/519 [02:59<00:54,  2.46it/s]
      42/80      0.94G     0.9419      1.612     0.6131      1.217          7        640:  74%|███████▍  | 385/519 [02:59<00:59,  2.25it/s]
      42/80      0.94G     0.9422      1.615     0.6133      1.217         11        640:  74%|███████▍  | 385/519 [02:59<00:59,  2.25it/s]
      42/80      0.94G     0.9422      1.615     0.6133      1.217         11        640:  74%|███████▍  | 386/519 [02:59<01:07,  1.97it/s]
      42/80      0.94G     0.9417      1.615     0.6131      1.216          7        640:  74%|███████▍  | 386/519 [02:59<01:07,  1.97it/s]
      42/80      0.94G     0.9417      1.615     0.6131      1.216          7        640:  75%|███████▍  | 387/519 [02:59<00:54,  2.42it/s]
      42/80      0.94G     0.9425      1.616     0.6133      1.217         12        640:  75%|███████▍  | 387/519 [03:00<00:54,  2.42it/s]
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      42/80      0.94G     0.9425      1.615     0.6129      1.216          8        640:  75%|███████▍  | 388/519 [03:01<00:47,  2.74it/s]
      42/80      0.94G     0.9425      1.615     0.6129      1.216          8        640:  75%|███████▍  | 389/519 [03:01<01:16,  1.69it/s]
      42/80      0.94G     0.9425      1.614     0.6132      1.216          7        640:  75%|███████▍  | 389/519 [03:01<01:16,  1.69it/s]
      42/80      0.94G     0.9425      1.614     0.6132      1.216          7        640:  75%|███████▌  | 390/519 [03:01<01:04,  1.99it/s]
      42/80      0.94G     0.9427      1.614      0.613      1.216         12        640:  75%|███████▌  | 390/519 [03:01<01:04,  1.99it/s]
      42/80      0.94G     0.9427      1.614      0.613      1.216         12        640:  75%|███████▌  | 391/519 [03:01<00:56,  2.28it/s]
      42/80      0.94G     0.9423      1.613     0.6127      1.216         12        640:  75%|███████▌  | 391/519 [03:02<00:56,  2.28it/s]
      42/80      0.94G     0.9423      1.613     0.6127      1.216         12        640:  76%|███████▌  | 392/519 [03:02<00:46,  2.74it/s]
      42/80      0.94G     0.9418      1.612      0.612      1.217          6        640:  76%|███████▌  | 392/519 [03:02<00:46,  2.74it/s]
      42/80      0.94G     0.9418      1.612      0.612      1.217          6        640:  76%|███████▌  | 393/519 [03:02<01:00,  2.08it/s]
      42/80      0.94G     0.9431      1.613     0.6123      1.218         12        640:  76%|███████▌  | 393/519 [03:04<01:00,  2.08it/s]
      42/80      0.94G     0.9431      1.613     0.6123      1.218         12        640:  76%|███████▌  | 394/519 [03:04<01:27,  1.44it/s]
      42/80      0.94G     0.9434      1.613     0.6123      1.218          9        640:  76%|███████▌  | 394/519 [03:04<01:27,  1.44it/s]
      42/80      0.94G     0.9434      1.613     0.6123      1.218          9        640:  76%|███████▌  | 395/519 [03:04<01:08,  1.80it/s]
      42/80      0.94G     0.9431      1.612     0.6121      1.218          4        640:  76%|███████▌  | 395/519 [03:04<01:08,  1.80it/s]
      42/80      0.94G     0.9431      1.612     0.6121      1.218          4        640:  76%|███████▋  | 396/519 [03:04<00:56,  2.17it/s]
      42/80      0.94G     0.9425      1.611     0.6119      1.217         15        640:  76%|███████▋  | 396/519 [03:04<00:56,  2.17it/s]
      42/80      0.94G     0.9425      1.611     0.6119      1.217         15        640:  76%|███████▋  | 397/519 [03:04<00:47,  2.55it/s]
      42/80      0.94G     0.9425       1.61     0.6119      1.217          9        640:  76%|███████▋  | 397/519 [03:06<00:47,  2.55it/s]
      42/80      0.94G     0.9425       1.61     0.6119      1.217          9        640:  77%|███████▋  | 398/519 [03:06<01:20,  1.51it/s]
      42/80      0.94G     0.9421      1.609     0.6115      1.217          9        640:  77%|███████▋  | 398/519 [03:06<01:20,  1.51it/s]
      42/80      0.94G     0.9421      1.609     0.6115      1.217          9        640:  77%|███████▋  | 399/519 [03:06<01:04,  1.85it/s]
      42/80      0.94G     0.9419      1.609     0.6114      1.217          7        640:  77%|███████▋  | 399/519 [03:06<01:04,  1.85it/s]
      42/80      0.94G     0.9419      1.609     0.6114      1.217          7        640:  77%|███████▋  | 400/519 [03:06<00:55,  2.14it/s]
      42/80      0.94G     0.9425      1.609     0.6115      1.217         11        640:  77%|███████▋  | 400/519 [03:06<00:55,  2.14it/s]
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      42/80      0.94G     0.9426      1.609      0.612      1.217         11        640:  77%|███████▋  | 402/519 [03:08<01:19,  1.48it/s]
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      42/80      0.94G     0.9423      1.608     0.6117      1.217         11        640:  78%|███████▊  | 403/519 [03:08<01:04,  1.81it/s]
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      42/80      0.94G     0.9429      1.609      0.612      1.218          8        640:  78%|███████▊  | 404/519 [03:08<00:52,  2.19it/s]
      42/80      0.94G     0.9429      1.609      0.612      1.218          8        640:  78%|███████▊  | 405/519 [03:08<00:45,  2.51it/s]
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      42/80      0.94G     0.9431      1.608     0.6121      1.218         11        640:  78%|███████▊  | 407/519 [03:10<00:54,  2.06it/s]
      42/80      0.94G     0.9423      1.607     0.6115      1.217         11        640:  78%|███████▊  | 407/519 [03:10<00:54,  2.06it/s]
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      42/80      0.94G     0.9412      1.605     0.6107      1.217          5        640:  79%|███████▊  | 408/519 [03:10<00:45,  2.43it/s]
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      42/80      0.94G     0.9408      1.604     0.6105      1.216         11        640:  79%|███████▉  | 410/519 [03:11<00:54,  2.01it/s]
      42/80      0.94G     0.9403      1.604     0.6098      1.216          8        640:  79%|███████▉  | 410/519 [03:11<00:54,  2.01it/s]
      42/80      0.94G     0.9403      1.604     0.6098      1.216          8        640:  79%|███████▉  | 411/519 [03:11<00:44,  2.40it/s]
      42/80      0.94G     0.9401      1.604     0.6097      1.216         15        640:  79%|███████▉  | 411/519 [03:12<00:44,  2.40it/s]
      42/80      0.94G     0.9401      1.604     0.6097      1.216         15        640:  79%|███████▉  | 412/519 [03:12<00:40,  2.67it/s]
      42/80      0.94G     0.9398      1.603     0.6099      1.216          9        640:  79%|███████▉  | 412/519 [03:12<00:40,  2.67it/s]
      42/80      0.94G     0.9398      1.603     0.6099      1.216          9        640:  80%|███████▉  | 413/519 [03:12<00:33,  3.14it/s]
      42/80      0.94G     0.9395      1.605     0.6096      1.216         10        640:  80%|███████▉  | 413/519 [03:13<00:33,  3.14it/s]
      42/80      0.94G     0.9395      1.605     0.6096      1.216         10        640:  80%|███████▉  | 414/519 [03:13<01:04,  1.64it/s]
      42/80      0.94G     0.9397      1.606     0.6096      1.216          9        640:  80%|███████▉  | 414/519 [03:13<01:04,  1.64it/s]
      42/80      0.94G     0.9397      1.606     0.6096      1.216          9        640:  80%|███████▉  | 415/519 [03:13<00:49,  2.09it/s]
      42/80      0.94G     0.9393      1.605     0.6091      1.216          7        640:  80%|███████▉  | 415/519 [03:13<00:49,  2.09it/s]
      42/80      0.94G     0.9393      1.605     0.6091      1.216          7        640:  80%|████████  | 416/519 [03:13<00:42,  2.41it/s]
      42/80      0.94G     0.9393      1.604     0.6092      1.215         10        640:  80%|████████  | 416/519 [03:14<00:42,  2.41it/s]
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      42/80      0.94G     0.9402      1.603      0.609      1.216         11        640:  81%|████████  | 420/519 [03:15<00:38,  2.54it/s]
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      42/80      0.94G     0.9395      1.603     0.6091      1.215         12        640:  81%|████████  | 421/519 [03:16<00:34,  2.84it/s]
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      42/80      0.94G     0.9393      1.604     0.6088      1.215          9        640:  81%|████████▏ | 422/519 [03:17<00:52,  1.86it/s]
      42/80      0.94G     0.9393      1.604     0.6088      1.215          9        640:  82%|████████▏ | 423/519 [03:17<00:43,  2.23it/s]
      42/80      0.94G     0.9391      1.602     0.6087      1.215          8        640:  82%|████████▏ | 423/519 [03:17<00:43,  2.23it/s]
      42/80      0.94G     0.9391      1.602     0.6087      1.215          8        640:  82%|████████▏ | 424/519 [03:17<00:34,  2.74it/s]
      42/80      0.94G     0.9391      1.602     0.6088      1.215         10        640:  82%|████████▏ | 424/519 [03:17<00:34,  2.74it/s]
      42/80      0.94G     0.9391      1.602     0.6088      1.215         10        640:  82%|████████▏ | 425/519 [03:17<00:31,  2.95it/s]
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      42/80      0.94G     0.9394      1.602     0.6092      1.216          8        640:  82%|████████▏ | 426/519 [03:19<01:06,  1.40it/s]
      42/80      0.94G     0.9398      1.602     0.6095      1.217          9        640:  82%|████████▏ | 426/519 [03:19<01:06,  1.40it/s]
      42/80      0.94G     0.9398      1.602     0.6095      1.217          9        640:  82%|████████▏ | 427/519 [03:19<00:51,  1.80it/s]
      42/80      0.94G     0.9396      1.603     0.6098      1.217          9        640:  82%|████████▏ | 427/519 [03:19<00:51,  1.80it/s]
      42/80      0.94G     0.9396      1.603     0.6098      1.217          9        640:  82%|████████▏ | 428/519 [03:19<00:40,  2.23it/s]
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      42/80      0.94G     0.9395      1.603     0.6097      1.216          9        640:  83%|████████▎ | 429/519 [03:19<00:35,  2.54it/s]
      42/80      0.94G     0.9391      1.602     0.6097      1.216         10        640:  83%|████████▎ | 429/519 [03:20<00:35,  2.54it/s]
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      42/80      0.94G     0.9387      1.601     0.6093      1.216          7        640:  83%|████████▎ | 430/519 [03:20<00:40,  2.18it/s]
      42/80      0.94G     0.9387      1.601     0.6093      1.216          7        640:  83%|████████▎ | 431/519 [03:20<00:35,  2.48it/s]
      42/80      0.94G     0.9389      1.602     0.6095      1.216         10        640:  83%|████████▎ | 431/519 [03:20<00:35,  2.48it/s]
      42/80      0.94G     0.9389      1.602     0.6095      1.216         10        640:  83%|████████▎ | 432/519 [03:20<00:31,  2.76it/s]
      42/80      0.94G     0.9385      1.602     0.6097      1.215         11        640:  83%|████████▎ | 432/519 [03:21<00:31,  2.76it/s]
      42/80      0.94G     0.9385      1.602     0.6097      1.215         11        640:  83%|████████▎ | 433/519 [03:21<00:26,  3.22it/s]
      42/80      0.94G     0.9395      1.604     0.6118      1.216         10        640:  83%|████████▎ | 433/519 [03:22<00:26,  3.22it/s]
      42/80      0.94G     0.9395      1.604     0.6118      1.216         10        640:  84%|████████▎ | 434/519 [03:22<00:48,  1.75it/s]
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      42/80      0.94G     0.9395      1.604     0.6118      1.216         11        640:  84%|████████▍ | 435/519 [03:22<00:41,  2.02it/s]
      42/80      0.94G     0.9401      1.603     0.6123      1.216          6        640:  84%|████████▍ | 435/519 [03:22<00:41,  2.02it/s]
      42/80      0.94G     0.9401      1.603     0.6123      1.216          6        640:  84%|████████▍ | 436/519 [03:22<00:34,  2.42it/s]
      42/80      0.94G     0.9404      1.602     0.6125      1.217          8        640:  84%|████████▍ | 436/519 [03:23<00:34,  2.42it/s]
      42/80      0.94G     0.9404      1.602     0.6125      1.217          8        640:  84%|████████▍ | 437/519 [03:23<00:28,  2.89it/s]
      42/80      0.94G     0.9404      1.603     0.6128      1.217          7        640:  84%|████████▍ | 437/519 [03:23<00:28,  2.89it/s]
      42/80      0.94G     0.9404      1.603     0.6128      1.217          7        640:  84%|████████▍ | 438/519 [03:23<00:42,  1.93it/s]
      42/80      0.94G     0.9403      1.602     0.6127      1.217         11        640:  84%|████████▍ | 438/519 [03:24<00:42,  1.93it/s]
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      42/80      0.94G     0.9401      1.602     0.6129      1.216          9        640:  85%|████████▍ | 439/519 [03:24<00:34,  2.31it/s]
      42/80      0.94G     0.9401      1.602     0.6129      1.216          9        640:  85%|████████▍ | 440/519 [03:24<00:29,  2.66it/s]
      42/80      0.94G     0.9395      1.602     0.6125      1.216         16        640:  85%|████████▍ | 440/519 [03:24<00:29,  2.66it/s]
      42/80      0.94G     0.9395      1.602     0.6125      1.216         16        640:  85%|████████▍ | 441/519 [03:24<00:25,  3.05it/s]
      42/80      0.94G     0.9392      1.601     0.6121      1.216         10        640:  85%|████████▍ | 441/519 [03:25<00:25,  3.05it/s]
      42/80      0.94G     0.9392      1.601     0.6121      1.216         10        640:  85%|████████▌ | 442/519 [03:25<00:41,  1.86it/s]
      42/80      0.94G     0.9384        1.6     0.6119      1.215         10        640:  85%|████████▌ | 442/519 [03:25<00:41,  1.86it/s]
      42/80      0.94G     0.9384        1.6     0.6119      1.215         10        640:  85%|████████▌ | 443/519 [03:25<00:33,  2.25it/s]
      42/80      0.94G     0.9378      1.599     0.6115      1.215         11        640:  85%|████████▌ | 443/519 [03:26<00:33,  2.25it/s]
      42/80      0.94G     0.9378      1.599     0.6115      1.215         11        640:  86%|████████▌ | 444/519 [03:26<00:28,  2.67it/s]
      42/80      0.94G      0.938      1.599     0.6121      1.215         14        640:  86%|████████▌ | 444/519 [03:26<00:28,  2.67it/s]
      42/80      0.94G      0.938      1.599     0.6121      1.215         14        640:  86%|████████▌ | 445/519 [03:26<00:25,  2.95it/s]
      42/80      0.94G     0.9377      1.598     0.6119      1.215         11        640:  86%|████████▌ | 445/519 [03:27<00:25,  2.95it/s]
      42/80      0.94G     0.9377      1.598     0.6119      1.215         11        640:  86%|████████▌ | 446/519 [03:27<00:46,  1.58it/s]
      42/80      0.94G     0.9385      1.599     0.6123      1.215          9        640:  86%|████████▌ | 446/519 [03:27<00:46,  1.58it/s]
      42/80      0.94G     0.9385      1.599     0.6123      1.215          9        640:  86%|████████▌ | 447/519 [03:27<00:36,  1.95it/s]
      42/80      0.94G     0.9382      1.598     0.6122      1.215         12        640:  86%|████████▌ | 447/519 [03:28<00:36,  1.95it/s]
      42/80      0.94G     0.9382      1.598     0.6122      1.215         12        640:  86%|████████▋ | 448/519 [03:28<00:31,  2.27it/s]
      42/80      0.94G     0.9386      1.599     0.6122      1.215         11        640:  86%|████████▋ | 448/519 [03:28<00:31,  2.27it/s]
      42/80      0.94G     0.9386      1.599     0.6122      1.215         11        640:  87%|████████▋ | 449/519 [03:28<00:25,  2.70it/s]
      42/80      0.94G     0.9392      1.599     0.6122      1.215          6        640:  87%|████████▋ | 449/519 [03:29<00:25,  2.70it/s]
      42/80      0.94G     0.9392      1.599     0.6122      1.215          6        640:  87%|████████▋ | 450/519 [03:29<00:49,  1.40it/s]
      42/80      0.94G     0.9393      1.599     0.6121      1.215         10        640:  87%|████████▋ | 450/519 [03:30<00:49,  1.40it/s]
      42/80      0.94G     0.9393      1.599     0.6121      1.215         10        640:  87%|████████▋ | 451/519 [03:30<00:37,  1.81it/s]
      42/80      0.94G     0.9395        1.6     0.6123      1.215          7        640:  87%|████████▋ | 451/519 [03:30<00:37,  1.81it/s]
      42/80      0.94G     0.9395        1.6     0.6123      1.215          7        640:  87%|████████▋ | 452/519 [03:30<00:30,  2.22it/s]
      42/80      0.94G     0.9389      1.599     0.6119      1.215         13        640:  87%|████████▋ | 452/519 [03:30<00:30,  2.22it/s]
      42/80      0.94G     0.9389      1.599     0.6119      1.215         13        640:  87%|████████▋ | 453/519 [03:30<00:25,  2.58it/s]
      42/80      0.94G     0.9388      1.599     0.6119      1.215         11        640:  87%|████████▋ | 453/519 [03:31<00:25,  2.58it/s]
      42/80      0.94G     0.9388      1.599     0.6119      1.215         11        640:  87%|████████▋ | 454/519 [03:31<00:39,  1.65it/s]
      42/80      0.94G      0.939      1.598     0.6117      1.215         11        640:  87%|████████▋ | 454/519 [03:31<00:39,  1.65it/s]
      42/80      0.94G      0.939      1.598     0.6117      1.215         11        640:  88%|████████▊ | 455/519 [03:31<00:30,  2.09it/s]
      42/80      0.94G      0.939      1.599     0.6117      1.215         10        640:  88%|████████▊ | 455/519 [03:32<00:30,  2.09it/s]
      42/80      0.94G      0.939      1.599     0.6117      1.215         10        640:  88%|████████▊ | 456/519 [03:32<00:24,  2.55it/s]
      42/80      0.94G     0.9389        1.6     0.6118      1.215          8        640:  88%|████████▊ | 456/519 [03:32<00:24,  2.55it/s]
      42/80      0.94G     0.9389        1.6     0.6118      1.215          8        640:  88%|████████▊ | 457/519 [03:32<00:21,  2.93it/s]
      42/80      0.94G     0.9391        1.6     0.6118      1.215         16        640:  88%|████████▊ | 457/519 [03:33<00:21,  2.93it/s]
      42/80      0.94G     0.9391        1.6     0.6118      1.215         16        640:  88%|████████▊ | 458/519 [03:33<00:34,  1.77it/s]
      42/80      0.94G     0.9399      1.601      0.613      1.215          8        640:  88%|████████▊ | 458/519 [03:33<00:34,  1.77it/s]
      42/80      0.94G     0.9399      1.601      0.613      1.215          8        640:  88%|████████▊ | 459/519 [03:33<00:27,  2.20it/s]
      42/80      0.94G     0.9398      1.601      0.613      1.215          6        640:  88%|████████▊ | 459/519 [03:33<00:27,  2.20it/s]
      42/80      0.94G     0.9398      1.601      0.613      1.215          6        640:  89%|████████▊ | 460/519 [03:33<00:22,  2.61it/s]
      42/80      0.94G       0.94        1.6     0.6128      1.215         13        640:  89%|████████▊ | 460/519 [03:34<00:22,  2.61it/s]
      42/80      0.94G       0.94        1.6     0.6128      1.215         13        640:  89%|████████▉ | 461/519 [03:34<00:19,  2.94it/s]
      42/80      0.94G     0.9399        1.6     0.6128      1.215         11        640:  89%|████████▉ | 461/519 [03:35<00:19,  2.94it/s]
      42/80      0.94G     0.9399        1.6     0.6128      1.215         11        640:  89%|████████▉ | 462/519 [03:35<00:35,  1.61it/s]
      42/80      0.94G     0.9394      1.599     0.6128      1.215         11        640:  89%|████████▉ | 462/519 [03:35<00:35,  1.61it/s]
      42/80      0.94G     0.9394      1.599     0.6128      1.215         11        640:  89%|████████▉ | 463/519 [03:35<00:27,  2.01it/s]
      42/80      0.94G     0.9391      1.599     0.6124      1.214         13        640:  89%|████████▉ | 463/519 [03:35<00:27,  2.01it/s]
      42/80      0.94G     0.9391      1.599     0.6124      1.214         13        640:  89%|████████▉ | 464/519 [03:35<00:22,  2.42it/s]
      42/80      0.94G     0.9393      1.599     0.6126      1.215         10        640:  89%|████████▉ | 464/519 [03:35<00:22,  2.42it/s]
      42/80      0.94G     0.9393      1.599     0.6126      1.215         10        640:  90%|████████▉ | 465/519 [03:35<00:19,  2.78it/s]
      42/80      0.94G     0.9394      1.599     0.6124      1.214         11        640:  90%|████████▉ | 465/519 [03:36<00:19,  2.78it/s]
      42/80      0.94G     0.9394      1.599     0.6124      1.214         11        640:  90%|████████▉ | 466/519 [03:36<00:28,  1.84it/s]
      42/80      0.94G     0.9392        1.6     0.6122      1.214         13        640:  90%|████████▉ | 466/519 [03:37<00:28,  1.84it/s]
      42/80      0.94G     0.9392        1.6     0.6122      1.214         13        640:  90%|████████▉ | 467/519 [03:37<00:24,  2.15it/s]
      42/80      0.94G     0.9389      1.599     0.6119      1.214         10        640:  90%|████████▉ | 467/519 [03:37<00:24,  2.15it/s]
      42/80      0.94G     0.9389      1.599     0.6119      1.214         10        640:  90%|█████████ | 468/519 [03:37<00:19,  2.58it/s]
      42/80      0.94G     0.9387      1.598     0.6117      1.214          8        640:  90%|█████████ | 468/519 [03:37<00:19,  2.58it/s]
      42/80      0.94G     0.9387      1.598     0.6117      1.214          8        640:  90%|█████████ | 469/519 [03:37<00:17,  2.86it/s]
      42/80      0.94G     0.9385      1.597     0.6118      1.213          6        640:  90%|█████████ | 469/519 [03:38<00:17,  2.86it/s]
      42/80      0.94G     0.9385      1.597     0.6118      1.213          6        640:  91%|█████████ | 470/519 [03:38<00:24,  1.99it/s]
      42/80      0.94G     0.9384      1.596     0.6117      1.214         10        640:  91%|█████████ | 470/519 [03:38<00:24,  1.99it/s]
      42/80      0.94G     0.9384      1.596     0.6117      1.214         10        640:  91%|█████████ | 471/519 [03:38<00:18,  2.55it/s]
      42/80      0.94G     0.9377      1.594     0.6112      1.213          6        640:  91%|█████████ | 471/519 [03:38<00:18,  2.55it/s]
      42/80      0.94G     0.9383      1.593     0.6115      1.213         10        640:  91%|█████████ | 471/519 [03:38<00:18,  2.55it/s]
      42/80      0.94G     0.9383      1.593     0.6115      1.213         10        640:  91%|█████████ | 473/519 [03:38<00:11,  4.03it/s]
      42/80      0.94G     0.9381      1.593     0.6114      1.213          7        640:  91%|█████████ | 473/519 [03:40<00:11,  4.03it/s]
      42/80      0.94G     0.9381      1.593     0.6114      1.213          7        640:  91%|█████████▏| 474/519 [03:40<00:26,  1.69it/s]
      42/80      0.94G     0.9376      1.592     0.6111      1.213          8        640:  91%|█████████▏| 474/519 [03:40<00:26,  1.69it/s]
      42/80      0.94G     0.9376      1.592     0.6111      1.213          8        640:  92%|█████████▏| 475/519 [03:40<00:22,  1.97it/s]
      42/80      0.94G     0.9383      1.592     0.6119      1.213         10        640:  92%|█████████▏| 475/519 [03:41<00:22,  1.97it/s]
      42/80      0.94G     0.9383      1.592     0.6119      1.213         10        640:  92%|█████████▏| 476/519 [03:41<00:19,  2.23it/s]
      42/80      0.94G     0.9384      1.594     0.6121      1.214          9        640:  92%|█████████▏| 476/519 [03:41<00:19,  2.23it/s]
      42/80      0.94G     0.9384      1.594     0.6121      1.214          9        640:  92%|█████████▏| 477/519 [03:41<00:16,  2.61it/s]
      42/80      0.94G     0.9381      1.593     0.6118      1.214         13        640:  92%|█████████▏| 477/519 [03:42<00:16,  2.61it/s]
      42/80      0.94G     0.9381      1.593     0.6118      1.214         13        640:  92%|█████████▏| 478/519 [03:42<00:27,  1.49it/s]
      42/80      0.94G     0.9379      1.593     0.6117      1.213         10        640:  92%|█████████▏| 478/519 [03:42<00:27,  1.49it/s]
      42/80      0.94G     0.9379      1.593     0.6117      1.213         10        640:  92%|█████████▏| 479/519 [03:42<00:21,  1.82it/s]
      42/80      0.94G     0.9374      1.592     0.6112      1.213         10        640:  92%|█████████▏| 479/519 [03:43<00:21,  1.82it/s]
      42/80      0.94G     0.9374      1.592     0.6112      1.213         10        640:  92%|█████████▏| 480/519 [03:43<00:17,  2.17it/s]
      42/80      0.94G     0.9379      1.592     0.6124      1.213         12        640:  92%|█████████▏| 480/519 [03:43<00:17,  2.17it/s]
      42/80      0.94G     0.9379      1.592     0.6124      1.213         12        640:  93%|█████████▎| 481/519 [03:43<00:15,  2.51it/s]
      42/80      0.94G     0.9378      1.591     0.6123      1.213         11        640:  93%|█████████▎| 481/519 [03:44<00:15,  2.51it/s]
      42/80      0.94G     0.9378      1.591     0.6123      1.213         11        640:  93%|█████████▎| 482/519 [03:44<00:24,  1.50it/s]
      42/80      0.94G     0.9374      1.591     0.6122      1.213         11        640:  93%|█████████▎| 482/519 [03:44<00:24,  1.50it/s]
      42/80      0.94G     0.9374      1.591     0.6122      1.213         11        640:  93%|█████████▎| 483/519 [03:44<00:18,  1.93it/s]
      42/80      0.94G     0.9377      1.592     0.6121      1.213         12        640:  93%|█████████▎| 483/519 [03:45<00:18,  1.93it/s]
      42/80      0.94G     0.9377      1.592     0.6121      1.213         12        640:  93%|█████████▎| 484/519 [03:45<00:15,  2.24it/s]
      42/80      0.94G     0.9379      1.592     0.6123      1.213         10        640:  93%|█████████▎| 484/519 [03:45<00:15,  2.24it/s]
      42/80      0.94G     0.9379      1.592     0.6123      1.213         10        640:  93%|█████████▎| 485/519 [03:45<00:13,  2.61it/s]
      42/80      0.94G     0.9382      1.592     0.6123      1.213         11        640:  93%|█████████▎| 485/519 [03:46<00:13,  2.61it/s]
      42/80      0.94G     0.9382      1.592     0.6123      1.213         11        640:  94%|█████████▎| 486/519 [03:46<00:15,  2.10it/s]
      42/80      0.94G     0.9382      1.592     0.6124      1.213         10        640:  94%|█████████▎| 486/519 [03:46<00:15,  2.10it/s]
      42/80      0.94G     0.9382      1.592     0.6124      1.213         10        640:  94%|█████████▍| 487/519 [03:46<00:12,  2.53it/s]
      42/80      0.94G      0.938      1.592     0.6121      1.213         13        640:  94%|█████████▍| 487/519 [03:46<00:12,  2.53it/s]
      42/80      0.94G      0.938      1.592     0.6121      1.213         13        640:  94%|█████████▍| 488/519 [03:46<00:10,  2.89it/s]
      42/80      0.94G     0.9383      1.591      0.612      1.213         11        640:  94%|█████████▍| 488/519 [03:46<00:10,  2.89it/s]
      42/80      0.94G     0.9383      1.591      0.612      1.213         11        640:  94%|█████████▍| 489/519 [03:46<00:09,  3.17it/s]
      42/80      0.94G     0.9383      1.591     0.6121      1.213         12        640:  94%|█████████▍| 489/519 [03:47<00:09,  3.17it/s]
      42/80      0.94G     0.9383      1.591     0.6121      1.213         12        640:  94%|█████████▍| 490/519 [03:47<00:16,  1.77it/s]
      42/80      0.94G     0.9377       1.59     0.6116      1.213         11        640:  94%|█████████▍| 490/519 [03:48<00:16,  1.77it/s]
      42/80      0.94G     0.9377       1.59     0.6116      1.213         11        640:  95%|█████████▍| 491/519 [03:48<00:12,  2.17it/s]
      42/80      0.94G     0.9377       1.59     0.6116      1.213         15        640:  95%|█████████▍| 491/519 [03:48<00:12,  2.17it/s]
      42/80      0.94G     0.9377       1.59     0.6116      1.213         15        640:  95%|█████████▍| 492/519 [03:48<00:11,  2.45it/s]
      42/80      0.94G     0.9377      1.589     0.6117      1.213         11        640:  95%|█████████▍| 492/519 [03:48<00:11,  2.45it/s]
      42/80      0.94G     0.9377      1.589     0.6117      1.213         11        640:  95%|█████████▍| 493/519 [03:48<00:08,  2.95it/s]
      42/80      0.94G     0.9377      1.589     0.6114      1.213         12        640:  95%|█████████▍| 493/519 [03:49<00:08,  2.95it/s]
      42/80      0.94G     0.9377      1.589     0.6114      1.213         12        640:  95%|█████████▌| 494/519 [03:49<00:12,  2.06it/s]
      42/80      0.94G     0.9375      1.589     0.6113      1.212         13        640:  95%|█████████▌| 494/519 [03:49<00:12,  2.06it/s]
      42/80      0.94G     0.9375      1.589     0.6113      1.212         13        640:  95%|█████████▌| 495/519 [03:49<00:10,  2.37it/s]
      42/80      0.94G     0.9376      1.588     0.6109      1.212          8        640:  95%|█████████▌| 495/519 [03:49<00:10,  2.37it/s]
      42/80      0.94G     0.9376      1.588     0.6109      1.212          8        640:  96%|█████████▌| 496/519 [03:49<00:08,  2.73it/s]
      42/80      0.94G     0.9381      1.591     0.6113      1.213          9        640:  96%|█████████▌| 496/519 [03:50<00:08,  2.73it/s]
      42/80      0.94G     0.9381      1.591     0.6113      1.213          9        640:  96%|█████████▌| 497/519 [03:50<00:07,  2.75it/s]
      42/80      0.94G     0.9374      1.591     0.6114      1.213          8        640:  96%|█████████▌| 497/519 [03:51<00:07,  2.75it/s]
      42/80      0.94G     0.9374      1.591     0.6114      1.213          8        640:  96%|█████████▌| 498/519 [03:51<00:10,  2.05it/s]
      42/80      0.94G     0.9378      1.591     0.6113      1.213          6        640:  96%|█████████▌| 498/519 [03:51<00:10,  2.05it/s]
      42/80      0.94G     0.9378      1.591     0.6113      1.213          6        640:  96%|█████████▌| 499/519 [03:51<00:08,  2.49it/s]
      42/80      0.94G     0.9378      1.592     0.6114      1.213         14        640:  96%|█████████▌| 499/519 [03:51<00:08,  2.49it/s]
      42/80      0.94G     0.9378      1.592     0.6114      1.213         14        640:  96%|█████████▋| 500/519 [03:51<00:06,  2.89it/s]
      42/80      0.94G     0.9377      1.593     0.6111      1.213         11        640:  96%|█████████▋| 500/519 [03:52<00:06,  2.89it/s]
      42/80      0.94G     0.9377      1.593     0.6111      1.213         11        640:  97%|█████████▋| 501/519 [03:52<00:09,  1.95it/s]
      42/80      0.94G     0.9374      1.592     0.6106      1.213         11        640:  97%|█████████▋| 501/519 [03:52<00:09,  1.95it/s]
      42/80      0.94G     0.9374      1.592     0.6106      1.213         11        640:  97%|█████████▋| 502/519 [03:52<00:06,  2.44it/s]
      42/80      0.94G     0.9367      1.594     0.6105      1.213         11        640:  97%|█████████▋| 502/519 [03:52<00:06,  2.44it/s]
      42/80      0.94G     0.9367      1.594     0.6105      1.213         11        640:  97%|█████████▋| 503/519 [03:52<00:05,  2.70it/s]
      42/80      0.94G     0.9364      1.593     0.6101      1.213          8        640:  97%|█████████▋| 503/519 [03:53<00:05,  2.70it/s]
      42/80      0.94G     0.9364      1.593     0.6101      1.213          8        640:  97%|█████████▋| 504/519 [03:53<00:04,  3.02it/s]
      42/80      0.94G     0.9368      1.593     0.6107      1.213          8        640:  97%|█████████▋| 504/519 [03:53<00:04,  3.02it/s]
      42/80      0.94G     0.9368      1.593     0.6107      1.213          8        640:  97%|█████████▋| 505/519 [03:53<00:07,  1.99it/s]
      42/80      0.94G     0.9371      1.594     0.6112      1.213         13        640:  97%|█████████▋| 505/519 [03:54<00:07,  1.99it/s]
      42/80      0.94G     0.9371      1.594     0.6112      1.213         13        640:  97%|█████████▋| 506/519 [03:54<00:07,  1.75it/s]
      42/80      0.94G     0.9367      1.594     0.6112      1.213          8        640:  97%|█████████▋| 506/519 [03:54<00:07,  1.75it/s]
      42/80      0.94G     0.9367      1.594     0.6112      1.213          8        640:  98%|█████████▊| 507/519 [03:54<00:05,  2.09it/s]
      42/80      0.94G     0.9363      1.593     0.6108      1.213         12        640:  98%|█████████▊| 507/519 [03:55<00:05,  2.09it/s]
      42/80      0.94G     0.9363      1.593     0.6108      1.213         12        640:  98%|█████████▊| 508/519 [03:55<00:04,  2.53it/s]
      42/80      0.94G      0.936      1.593     0.6108      1.212         14        640:  98%|█████████▊| 508/519 [03:55<00:04,  2.53it/s]
      42/80      0.94G      0.936      1.593     0.6108      1.212         14        640:  98%|█████████▊| 509/519 [03:55<00:03,  2.87it/s]
      42/80      0.94G     0.9355      1.592     0.6104      1.212         10        640:  98%|█████████▊| 509/519 [03:56<00:03,  2.87it/s]
      42/80      0.94G     0.9355      1.592     0.6104      1.212         10        640:  98%|█████████▊| 510/519 [03:56<00:04,  1.91it/s]
      42/80      0.94G     0.9358      1.593     0.6107      1.213         10        640:  98%|█████████▊| 510/519 [03:56<00:04,  1.91it/s]
      42/80      0.94G     0.9358      1.593     0.6107      1.213         10        640:  98%|█████████▊| 511/519 [03:56<00:03,  2.27it/s]
      42/80      0.94G     0.9362      1.593     0.6113      1.213          7        640:  98%|█████████▊| 511/519 [03:56<00:03,  2.27it/s]
      42/80      0.94G     0.9362      1.593     0.6113      1.213          7        640:  99%|█████████▊| 512/519 [03:56<00:02,  2.61it/s]
      42/80      0.94G     0.9357      1.593     0.6109      1.213          8        640:  99%|█████████▊| 512/519 [03:57<00:02,  2.61it/s]
      42/80      0.94G     0.9357      1.593     0.6109      1.213          8        640:  99%|█████████▉| 513/519 [03:57<00:02,  2.89it/s]
      42/80      0.94G     0.9356      1.593     0.6112      1.213         11        640:  99%|█████████▉| 513/519 [03:57<00:02,  2.89it/s]
      42/80      0.94G     0.9356      1.593     0.6112      1.213         11        640:  99%|█████████▉| 514/519 [03:57<00:02,  2.37it/s]
      42/80      0.94G     0.9349      1.593     0.6117      1.212          7        640:  99%|█████████▉| 514/519 [03:57<00:02,  2.37it/s]
      42/80      0.94G     0.9349      1.593     0.6117      1.212          7        640:  99%|█████████▉| 515/519 [03:57<00:01,  2.88it/s]
      42/80      0.94G      0.935      1.594     0.6121      1.213          5        640:  99%|█████████▉| 515/519 [03:58<00:01,  2.88it/s]
      42/80      0.94G      0.935      1.594     0.6121      1.213          5        640:  99%|█████████▉| 516/519 [03:58<00:00,  3.48it/s]
      42/80      0.94G     0.9349      1.593      0.612      1.213          8        640:  99%|█████████▉| 516/519 [03:58<00:00,  3.48it/s]
      42/80      0.94G     0.9349      1.593      0.612      1.213          8        640: 100%|█████████▉| 517/519 [03:58<00:00,  3.53it/s]
      42/80      0.94G     0.9353      1.594     0.6121      1.213         13        640: 100%|█████████▉| 517/519 [03:58<00:00,  3.53it/s]
      42/80      0.94G     0.9353      1.594     0.6121      1.213         13        640: 100%|█████████▉| 518/519 [03:58<00:00,  3.41it/s]
      42/80      0.94G     0.9351      1.594     0.6124      1.213         10        640: 100%|█████████▉| 518/519 [03:58<00:00,  3.41it/s]
      42/80      0.94G     0.9351      1.594     0.6124      1.213         10        640: 100%|██████████| 519/519 [03:58<00:00,  2.17it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<07:01,  6.59s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<03:03,  2.91s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:47,  1.73s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:13,  1.20s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<00:56,  1.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:45,  1.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:40,  1.43it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:38,  1.49it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:32,  1.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:27,  1.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:26,  2.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:24,  2.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:26,  1.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:24,  2.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:24,  1.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:25,  1.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:23,  1.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:24,  1.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:24,  1.84it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:25,  1.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:21,  1.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:18<00:18,  2.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.56it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:19<00:05,  6.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:05,  6.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.95it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:20<00:03,  7.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:03,  6.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.43it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:21<00:03,  6.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  6.27it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.31it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.47it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.59it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:21<00:01,  7.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:22<00:01,  8.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:00,  9.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:23<00:00,  9.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.77it/s]
-                   all        519        519      0.959      0.944      0.984      0.746      0.957      0.942      0.982       0.72
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
      43/80      0.94G       1.25      2.606      1.251      1.649          9        640:   0%|          | 0/519 [00:02<?, ?it/s]
      43/80      0.94G       1.25      2.606      1.251      1.649          9        640:   0%|          | 1/519 [00:02<25:20,  2.93s/it]
      43/80      0.94G      1.108      2.355     0.9743      1.435          9        640:   0%|          | 1/519 [00:03<25:20,  2.93s/it]
      43/80      0.94G      1.108      2.355     0.9743      1.435          9        640:   0%|          | 2/519 [00:03<12:44,  1.48s/it]
      43/80      0.94G      1.035      1.918      0.814      1.353          6        640:   0%|          | 2/519 [00:03<12:44,  1.48s/it]
      43/80      0.94G      1.035      1.918      0.814      1.353          6        640:   1%|          | 3/519 [00:03<07:55,  1.08it/s]
      43/80      0.94G     0.9745       1.84     0.7906      1.281         12        640:   1%|          | 3/519 [00:03<07:55,  1.08it/s]
      43/80      0.94G     0.9745       1.84     0.7906      1.281         12        640:   1%|          | 4/519 [00:03<05:26,  1.58it/s]
      43/80      0.94G      1.129      2.049     0.8746      1.456          5        640:   1%|          | 4/519 [00:04<05:26,  1.58it/s]
      43/80      0.94G      1.129      2.049     0.8746      1.456          5        640:   1%|          | 5/519 [00:04<05:42,  1.50it/s]
      43/80      0.94G      1.164      2.104      0.882      1.451         10        640:   1%|          | 5/519 [00:05<05:42,  1.50it/s]
      43/80      0.94G      1.164      2.104      0.882      1.451         10        640:   1%|          | 6/519 [00:05<05:19,  1.60it/s]
      43/80      0.94G      1.116      2.034      0.828      1.401         12        640:   1%|          | 6/519 [00:05<05:19,  1.60it/s]
      43/80      0.94G      1.116      2.034      0.828      1.401         12        640:   1%|▏         | 7/519 [00:05<04:30,  1.89it/s]
      43/80      0.94G      1.076      1.954     0.8158      1.383         11        640:   1%|▏         | 7/519 [00:05<04:30,  1.89it/s]
      43/80      0.94G      1.076      1.954     0.8158      1.383         11        640:   2%|▏         | 8/519 [00:05<03:48,  2.24it/s]
      43/80      0.94G      1.052      1.956     0.7886      1.355         10        640:   2%|▏         | 8/519 [00:06<03:48,  2.24it/s]
      43/80      0.94G      1.052      1.956     0.7886      1.355         10        640:   2%|▏         | 9/519 [00:06<04:11,  2.03it/s]
      43/80      0.94G      1.035      1.915     0.7599      1.356         10        640:   2%|▏         | 9/519 [00:06<04:11,  2.03it/s]
      43/80      0.94G      1.035      1.915     0.7599      1.356         10        640:   2%|▏         | 10/519 [00:06<03:30,  2.41it/s]
      43/80      0.94G      1.021      1.844      0.733      1.371          7        640:   2%|▏         | 10/519 [00:06<03:30,  2.41it/s]
      43/80      0.94G      1.021      1.844      0.733      1.371          7        640:   2%|▏         | 11/519 [00:06<03:07,  2.71it/s]
      43/80      0.94G      1.018      1.826     0.7281      1.359          9        640:   2%|▏         | 11/519 [00:07<03:07,  2.71it/s]
      43/80      0.94G      1.018      1.826     0.7281      1.359          9        640:   2%|▏         | 12/519 [00:07<02:42,  3.12it/s]
      43/80      0.94G      1.016      1.824     0.7293      1.341          9        640:   2%|▏         | 12/519 [00:08<02:42,  3.12it/s]
      43/80      0.94G      1.016      1.824     0.7293      1.341          9        640:   3%|▎         | 13/519 [00:08<05:39,  1.49it/s]
      43/80      0.94G       1.01      1.816     0.7294      1.331         10        640:   3%|▎         | 13/519 [00:08<05:39,  1.49it/s]
      43/80      0.94G       1.01      1.816     0.7294      1.331         10        640:   3%|▎         | 14/519 [00:08<04:31,  1.86it/s]
      43/80      0.94G      1.005      1.803     0.7264      1.323         11        640:   3%|▎         | 14/519 [00:09<04:31,  1.86it/s]
      43/80      0.94G      1.005      1.803     0.7264      1.323         11        640:   3%|▎         | 15/519 [00:09<03:51,  2.18it/s]
      43/80      0.94G      1.015      1.814     0.7456      1.321         11        640:   3%|▎         | 15/519 [00:09<03:51,  2.18it/s]
      43/80      0.94G      1.015      1.814     0.7456      1.321         11        640:   3%|▎         | 16/519 [00:09<03:09,  2.65it/s]
      43/80      0.94G      1.006      1.819     0.7393      1.312          9        640:   3%|▎         | 16/519 [00:10<03:09,  2.65it/s]
      43/80      0.94G      1.006      1.819     0.7393      1.312          9        640:   3%|▎         | 17/519 [00:10<05:50,  1.43it/s]
      43/80      0.94G     0.9885      1.787     0.7278      1.299          9        640:   3%|▎         | 17/519 [00:10<05:50,  1.43it/s]
      43/80      0.94G     0.9885      1.787     0.7278      1.299          9        640:   3%|▎         | 18/519 [00:10<04:39,  1.79it/s]
      43/80      0.94G     0.9688      1.754     0.7072      1.289          7        640:   3%|▎         | 18/519 [00:11<04:39,  1.79it/s]
      43/80      0.94G     0.9688      1.754     0.7072      1.289          7        640:   4%|▎         | 19/519 [00:11<03:49,  2.18it/s]
      43/80      0.94G     0.9772      1.755     0.7098      1.291         15        640:   4%|▎         | 19/519 [00:11<03:49,  2.18it/s]
      43/80      0.94G     0.9772      1.755     0.7098      1.291         15        640:   4%|▍         | 20/519 [00:11<03:13,  2.58it/s]
      43/80      0.94G     0.9817      1.745      0.716      1.297          9        640:   4%|▍         | 20/519 [00:12<03:13,  2.58it/s]
      43/80      0.94G     0.9817      1.745      0.716      1.297          9        640:   4%|▍         | 21/519 [00:12<04:56,  1.68it/s]
      43/80      0.94G     0.9745      1.736     0.7127      1.297          8        640:   4%|▍         | 21/519 [00:12<04:56,  1.68it/s]
      43/80      0.94G     0.9745      1.736     0.7127      1.297          8        640:   4%|▍         | 22/519 [00:12<03:57,  2.09it/s]
      43/80      0.94G     0.9732      1.733     0.7146      1.293          8        640:   4%|▍         | 22/519 [00:12<03:57,  2.09it/s]
      43/80      0.94G     0.9732      1.733     0.7146      1.293          8        640:   4%|▍         | 23/519 [00:12<03:31,  2.35it/s]
      43/80      0.94G     0.9705      1.715     0.7083      1.291         10        640:   4%|▍         | 23/519 [00:13<03:31,  2.35it/s]
      43/80      0.94G     0.9705      1.715     0.7083      1.291         10        640:   5%|▍         | 24/519 [00:13<03:04,  2.68it/s]
      43/80      0.94G     0.9712      1.706     0.7017      1.288         16        640:   5%|▍         | 24/519 [00:14<03:04,  2.68it/s]
      43/80      0.94G     0.9712      1.706     0.7017      1.288         16        640:   5%|▍         | 25/519 [00:14<04:42,  1.75it/s]
      43/80      0.94G     0.9709      1.701     0.6958      1.292          8        640:   5%|▍         | 25/519 [00:14<04:42,  1.75it/s]
      43/80      0.94G     0.9709      1.701     0.6958      1.292          8        640:   5%|▌         | 26/519 [00:14<03:56,  2.08it/s]
      43/80      0.94G     0.9605      1.672     0.6834      1.284         10        640:   5%|▌         | 26/519 [00:14<03:56,  2.08it/s]
      43/80      0.94G     0.9605      1.672     0.6834      1.284         10        640:   5%|▌         | 27/519 [00:14<03:15,  2.52it/s]
      43/80      0.94G     0.9504      1.653     0.6757      1.277          8        640:   5%|▌         | 27/519 [00:14<03:15,  2.52it/s]
      43/80      0.94G     0.9504      1.653     0.6757      1.277          8        640:   5%|▌         | 28/519 [00:14<02:57,  2.77it/s]
      43/80      0.94G     0.9514      1.643     0.6719      1.272          9        640:   5%|▌         | 28/519 [00:15<02:57,  2.77it/s]
      43/80      0.94G     0.9514      1.643     0.6719      1.272          9        640:   6%|▌         | 29/519 [00:15<03:42,  2.20it/s]
      43/80      0.94G     0.9481      1.646     0.6687      1.266         13        640:   6%|▌         | 29/519 [00:15<03:42,  2.20it/s]
      43/80      0.94G     0.9481      1.646     0.6687      1.266         13        640:   6%|▌         | 30/519 [00:15<03:11,  2.55it/s]
      43/80      0.94G     0.9568      1.648     0.6745      1.268         11        640:   6%|▌         | 30/519 [00:16<03:11,  2.55it/s]
      43/80      0.94G     0.9568      1.648     0.6745      1.268         11        640:   6%|▌         | 31/519 [00:16<02:47,  2.91it/s]
      43/80      0.94G     0.9685      1.639      0.677      1.275         12        640:   6%|▌         | 31/519 [00:16<02:47,  2.91it/s]
      43/80      0.94G     0.9685      1.639      0.677      1.275         12        640:   6%|▌         | 32/519 [00:16<03:25,  2.37it/s]
      43/80      0.94G      0.972      1.648     0.6766      1.272          8        640:   6%|▌         | 32/519 [00:17<03:25,  2.37it/s]
      43/80      0.94G      0.972      1.648     0.6766      1.272          8        640:   6%|▋         | 33/519 [00:17<04:48,  1.68it/s]
      43/80      0.94G      0.961      1.636     0.6698      1.272          6        640:   6%|▋         | 33/519 [00:17<04:48,  1.68it/s]
      43/80      0.94G      0.961      1.636     0.6698      1.272          6        640:   7%|▋         | 34/519 [00:17<04:04,  1.98it/s]
      43/80      0.94G     0.9563      1.632     0.6623      1.266          9        640:   7%|▋         | 34/519 [00:18<04:04,  1.98it/s]
      43/80      0.94G     0.9563      1.632     0.6623      1.266          9        640:   7%|▋         | 35/519 [00:18<03:38,  2.21it/s]
      43/80      0.94G     0.9588      1.627     0.6624      1.268         12        640:   7%|▋         | 35/519 [00:18<03:38,  2.21it/s]
      43/80      0.94G     0.9588      1.627     0.6624      1.268         12        640:   7%|▋         | 36/519 [00:18<03:03,  2.64it/s]
      43/80      0.94G     0.9634      1.649     0.6644      1.271         11        640:   7%|▋         | 36/519 [00:19<03:03,  2.64it/s]
      43/80      0.94G     0.9634      1.649     0.6644      1.271         11        640:   7%|▋         | 37/519 [00:19<05:14,  1.53it/s]
      43/80      0.94G     0.9615      1.655     0.6621      1.266         10        640:   7%|▋         | 37/519 [00:20<05:14,  1.53it/s]
      43/80      0.94G     0.9615      1.655     0.6621      1.266         10        640:   7%|▋         | 38/519 [00:20<04:10,  1.92it/s]
      43/80      0.94G     0.9668       1.66     0.6642      1.271          6        640:   7%|▋         | 38/519 [00:20<04:10,  1.92it/s]
      43/80      0.94G     0.9668       1.66     0.6642      1.271          6        640:   8%|▊         | 39/519 [00:20<04:52,  1.64it/s]
      43/80      0.94G     0.9662      1.651     0.6621      1.266          6        640:   8%|▊         | 39/519 [00:21<04:52,  1.64it/s]
      43/80      0.94G     0.9662      1.651     0.6621      1.266          6        640:   8%|▊         | 40/519 [00:21<03:57,  2.02it/s]
      43/80      0.94G     0.9637      1.649     0.6589      1.263          9        640:   8%|▊         | 40/519 [00:21<03:57,  2.02it/s]
      43/80      0.94G     0.9637      1.649     0.6589      1.263          9        640:   8%|▊         | 41/519 [00:21<04:57,  1.61it/s]
      43/80      0.94G     0.9666      1.673     0.6623      1.274          7        640:   8%|▊         | 41/519 [00:22<04:57,  1.61it/s]
      43/80      0.94G     0.9666      1.673     0.6623      1.274          7        640:   8%|▊         | 42/519 [00:22<03:58,  2.00it/s]
      43/80      0.94G     0.9592      1.662     0.6592      1.272         10        640:   8%|▊         | 42/519 [00:22<03:58,  2.00it/s]
      43/80      0.94G     0.9592      1.662     0.6592      1.272         10        640:   8%|▊         | 43/519 [00:22<04:14,  1.87it/s]
      43/80      0.94G       0.96      1.669     0.6649      1.273          7        640:   8%|▊         | 43/519 [00:23<04:14,  1.87it/s]
      43/80      0.94G       0.96      1.669     0.6649      1.273          7        640:   8%|▊         | 44/519 [00:23<03:29,  2.26it/s]
      43/80      0.94G     0.9596       1.66     0.6608      1.271         12        640:   8%|▊         | 44/519 [00:23<03:29,  2.26it/s]
      43/80      0.94G     0.9596       1.66     0.6608      1.271         12        640:   9%|▊         | 45/519 [00:23<04:15,  1.86it/s]
      43/80      0.94G     0.9539      1.659     0.6589       1.27          4        640:   9%|▊         | 45/519 [00:24<04:15,  1.86it/s]
      43/80      0.94G     0.9539      1.659     0.6589       1.27          4        640:   9%|▉         | 46/519 [00:24<03:36,  2.19it/s]
      43/80      0.94G     0.9564      1.667     0.6588      1.271          9        640:   9%|▉         | 46/519 [00:24<03:36,  2.19it/s]
      43/80      0.94G     0.9564      1.667     0.6588      1.271          9        640:   9%|▉         | 47/519 [00:24<03:39,  2.15it/s]
      43/80      0.94G     0.9515      1.661     0.6582      1.267         11        640:   9%|▉         | 47/519 [00:24<03:39,  2.15it/s]
      43/80      0.94G     0.9515      1.661     0.6582      1.267         11        640:   9%|▉         | 48/519 [00:24<03:06,  2.53it/s]
      43/80      0.94G     0.9537      1.663     0.6592      1.268         11        640:   9%|▉         | 48/519 [00:25<03:06,  2.53it/s]
      43/80      0.94G     0.9537      1.663     0.6592      1.268         11        640:   9%|▉         | 49/519 [00:25<03:52,  2.02it/s]
      43/80      0.94G     0.9551      1.674     0.6608      1.265         12        640:   9%|▉         | 49/519 [00:25<03:52,  2.02it/s]
      43/80      0.94G     0.9551      1.674     0.6608      1.265         12        640:  10%|▉         | 50/519 [00:25<03:15,  2.40it/s]
      43/80      0.94G     0.9627      1.681     0.6636      1.271          9        640:  10%|▉         | 50/519 [00:26<03:15,  2.40it/s]
      43/80      0.94G     0.9627      1.681     0.6636      1.271          9        640:  10%|▉         | 51/519 [00:26<03:17,  2.36it/s]
      43/80      0.94G     0.9552       1.67     0.6595      1.266          8        640:  10%|▉         | 51/519 [00:26<03:17,  2.36it/s]
      43/80      0.94G     0.9552       1.67     0.6595      1.266          8        640:  10%|█         | 52/519 [00:26<02:46,  2.81it/s]
      43/80      0.94G     0.9481      1.661     0.6558      1.261         12        640:  10%|█         | 52/519 [00:27<02:46,  2.81it/s]
      43/80      0.94G     0.9481      1.661     0.6558      1.261         12        640:  10%|█         | 53/519 [00:27<03:29,  2.23it/s]
      43/80      0.94G     0.9461      1.658     0.6546      1.259         13        640:  10%|█         | 53/519 [00:27<03:29,  2.23it/s]
      43/80      0.94G     0.9461      1.658     0.6546      1.259         13        640:  10%|█         | 54/519 [00:27<04:07,  1.88it/s]
      43/80      0.94G     0.9423      1.653     0.6509      1.256         14        640:  10%|█         | 54/519 [00:28<04:07,  1.88it/s]
      43/80      0.94G     0.9423      1.653     0.6509      1.256         14        640:  11%|█         | 55/519 [00:28<04:01,  1.92it/s]
      43/80      0.94G     0.9432      1.656       0.65      1.255          6        640:  11%|█         | 55/519 [00:28<04:01,  1.92it/s]
      43/80      0.94G     0.9432      1.656       0.65      1.255          6        640:  11%|█         | 56/519 [00:28<03:20,  2.31it/s]
      43/80      0.94G     0.9442      1.654     0.6495      1.257          9        640:  11%|█         | 56/519 [00:28<03:20,  2.31it/s]
      43/80      0.94G     0.9442      1.654     0.6495      1.257          9        640:  11%|█         | 57/519 [00:28<02:50,  2.71it/s]
      43/80      0.94G     0.9393      1.648     0.6492      1.252          8        640:  11%|█         | 57/519 [00:30<02:50,  2.71it/s]
      43/80      0.94G     0.9393      1.648     0.6492      1.252          8        640:  11%|█         | 58/519 [00:30<05:01,  1.53it/s]
      43/80      0.94G     0.9422      1.646       0.65      1.252         13        640:  11%|█         | 58/519 [00:30<05:01,  1.53it/s]
      43/80      0.94G     0.9422      1.646       0.65      1.252         13        640:  11%|█▏        | 59/519 [00:30<04:02,  1.90it/s]
      43/80      0.94G     0.9419      1.647     0.6468       1.25         11        640:  11%|█▏        | 59/519 [00:30<04:02,  1.90it/s]
      43/80      0.94G     0.9419      1.647     0.6468       1.25         11        640:  12%|█▏        | 60/519 [00:30<03:26,  2.22it/s]
      43/80      0.94G     0.9394      1.637     0.6482      1.247         12        640:  12%|█▏        | 60/519 [00:30<03:26,  2.22it/s]
      43/80      0.94G     0.9394      1.637     0.6482      1.247         12        640:  12%|█▏        | 61/519 [00:30<02:54,  2.62it/s]
      43/80      0.94G     0.9369      1.643     0.6459      1.246         12        640:  12%|█▏        | 61/519 [00:32<02:54,  2.62it/s]
      43/80      0.94G     0.9369      1.643     0.6459      1.246         12        640:  12%|█▏        | 62/519 [00:32<04:53,  1.55it/s]
      43/80      0.94G     0.9392      1.648     0.6441      1.247         11        640:  12%|█▏        | 62/519 [00:32<04:53,  1.55it/s]
      43/80      0.94G     0.9392      1.648     0.6441      1.247         11        640:  12%|█▏        | 63/519 [00:32<03:53,  1.95it/s]
      43/80      0.94G     0.9424      1.654     0.6435      1.248         10        640:  12%|█▏        | 63/519 [00:32<03:53,  1.95it/s]
      43/80      0.94G     0.9424      1.654     0.6435      1.248         10        640:  12%|█▏        | 64/519 [00:32<03:18,  2.29it/s]
      43/80      0.94G     0.9452      1.672     0.6458      1.247         10        640:  12%|█▏        | 64/519 [00:32<03:18,  2.29it/s]
      43/80      0.94G     0.9452      1.672     0.6458      1.247         10        640:  13%|█▎        | 65/519 [00:32<02:42,  2.80it/s]
      43/80      0.94G     0.9494      1.673     0.6465      1.252         10        640:  13%|█▎        | 65/519 [00:33<02:42,  2.80it/s]
      43/80      0.94G     0.9494      1.673     0.6465      1.252         10        640:  13%|█▎        | 66/519 [00:33<04:48,  1.57it/s]
      43/80      0.94G     0.9486      1.665     0.6439      1.251         10        640:  13%|█▎        | 66/519 [00:34<04:48,  1.57it/s]
      43/80      0.94G     0.9486      1.665     0.6439      1.251         10        640:  13%|█▎        | 67/519 [00:34<03:48,  1.98it/s]
      43/80      0.94G      0.945      1.658     0.6394      1.247          7        640:  13%|█▎        | 67/519 [00:34<03:48,  1.98it/s]
      43/80      0.94G      0.945      1.658     0.6394      1.247          7        640:  13%|█▎        | 68/519 [00:34<03:15,  2.31it/s]
      43/80      0.94G     0.9449      1.666     0.6474      1.247          8        640:  13%|█▎        | 68/519 [00:34<03:15,  2.31it/s]
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      43/80      0.94G     0.9423      1.663     0.6449      1.244         13        640:  13%|█▎        | 69/519 [00:36<03:06,  2.42it/s]
      43/80      0.94G     0.9423      1.663     0.6449      1.244         13        640:  13%|█▎        | 70/519 [00:36<05:28,  1.37it/s]
      43/80      0.94G     0.9395      1.678     0.6438      1.241         10        640:  13%|█▎        | 70/519 [00:36<05:28,  1.37it/s]
      43/80      0.94G     0.9395      1.678     0.6438      1.241         10        640:  14%|█▎        | 71/519 [00:36<04:24,  1.69it/s]
      43/80      0.94G     0.9419      1.679     0.6452      1.242         13        640:  14%|█▎        | 71/519 [00:36<04:24,  1.69it/s]
      43/80      0.94G     0.9419      1.679     0.6452      1.242         13        640:  14%|█▍        | 72/519 [00:36<03:43,  2.00it/s]
      43/80      0.94G     0.9406       1.67     0.6429       1.24          9        640:  14%|█▍        | 72/519 [00:37<03:43,  2.00it/s]
      43/80      0.94G     0.9406       1.67     0.6429       1.24          9        640:  14%|█▍        | 73/519 [00:37<03:05,  2.40it/s]
      43/80      0.94G     0.9392      1.668     0.6433      1.239         14        640:  14%|█▍        | 73/519 [00:38<03:05,  2.40it/s]
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      43/80      0.94G      0.937      1.666     0.6413      1.236         16        640:  14%|█▍        | 74/519 [00:38<05:38,  1.31it/s]
      43/80      0.94G      0.937      1.666     0.6413      1.236         16        640:  14%|█▍        | 75/519 [00:38<04:25,  1.67it/s]
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      43/80      0.94G     0.9307      1.614     0.6337      1.221          6        640:  35%|███▌      | 182/519 [01:27<03:51,  1.46it/s]
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      43/80      0.94G     0.9424       1.62     0.6379      1.225         14        640:  38%|███▊      | 198/519 [01:34<03:19,  1.61it/s]
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      43/80      0.94G     0.9423      1.618     0.6371      1.224          8        640:  39%|███▊      | 200/519 [01:35<02:23,  2.22it/s]
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      43/80      0.94G     0.9411      1.615      0.636      1.224          8        640:  39%|███▊      | 201/519 [01:36<01:58,  2.68it/s]
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      43/80      0.94G     0.9379      1.597     0.6279      1.214          7        640:  51%|█████▏    | 266/519 [02:06<01:36,  2.61it/s]
      43/80      0.94G     0.9379      1.597     0.6279      1.214          7        640:  51%|█████▏    | 267/519 [02:06<02:07,  1.97it/s]
      43/80      0.94G     0.9374      1.596     0.6273      1.214         14        640:  51%|█████▏    | 267/519 [02:06<02:07,  1.97it/s]
      43/80      0.94G     0.9374      1.596     0.6273      1.214         14        640:  52%|█████▏    | 268/519 [02:06<01:49,  2.30it/s]
      43/80      0.94G      0.937      1.595     0.6266      1.213          9        640:  52%|█████▏    | 268/519 [02:06<01:49,  2.30it/s]
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      43/80      0.94G     0.9369      1.595     0.6263      1.213         11        640:  52%|█████▏    | 269/519 [02:08<01:33,  2.67it/s]
      43/80      0.94G     0.9369      1.595     0.6263      1.213         11        640:  52%|█████▏    | 270/519 [02:08<02:36,  1.59it/s]
      43/80      0.94G     0.9365      1.595     0.6257      1.213         11        640:  52%|█████▏    | 270/519 [02:08<02:36,  1.59it/s]
      43/80      0.94G     0.9365      1.595     0.6257      1.213         11        640:  52%|█████▏    | 271/519 [02:08<02:02,  2.02it/s]
      43/80      0.94G     0.9363      1.594     0.6253      1.213         10        640:  52%|█████▏    | 271/519 [02:08<02:02,  2.02it/s]
      43/80      0.94G     0.9363      1.594     0.6253      1.213         10        640:  52%|█████▏    | 272/519 [02:08<01:40,  2.46it/s]
      43/80      0.94G     0.9354      1.594     0.6251      1.213          9        640:  52%|█████▏    | 272/519 [02:08<01:40,  2.46it/s]
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      43/80      0.94G     0.9359      1.592     0.6244      1.212         11        640:  53%|█████▎    | 276/519 [02:10<01:29,  2.71it/s]
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      43/80      0.94G     0.9368      1.595     0.6257      1.212         12        640:  53%|█████▎    | 277/519 [02:11<01:20,  3.01it/s]
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      43/80      0.94G     0.9366      1.594     0.6253      1.211         12        640:  54%|█████▎    | 278/519 [02:11<01:51,  2.17it/s]
      43/80      0.94G     0.9366      1.594     0.6253      1.211         12        640:  54%|█████▍    | 279/519 [02:11<01:42,  2.35it/s]
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      43/80      0.94G     0.9373      1.596     0.6255      1.212         11        640:  54%|█████▍    | 280/519 [02:11<01:29,  2.67it/s]
      43/80      0.94G     0.9373      1.596     0.6255      1.212         11        640:  54%|█████▍    | 281/519 [02:11<01:16,  3.10it/s]
      43/80      0.94G     0.9363      1.594     0.6249      1.211         11        640:  54%|█████▍    | 281/519 [02:12<01:16,  3.10it/s]
      43/80      0.94G     0.9363      1.594     0.6249      1.211         11        640:  54%|█████▍    | 282/519 [02:12<01:51,  2.13it/s]
      43/80      0.94G     0.9359      1.594     0.6246      1.211         12        640:  54%|█████▍    | 282/519 [02:13<01:51,  2.13it/s]
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      43/80      0.94G     0.9359      1.594     0.6246      1.211          8        640:  55%|█████▍    | 284/519 [02:13<01:21,  2.88it/s]
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      43/80      0.94G     0.9362      1.593     0.6245      1.211         10        640:  55%|█████▍    | 285/519 [02:14<01:12,  3.21it/s]
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      43/80      0.94G     0.9373      1.594     0.6247       1.21          9        640:  55%|█████▌    | 286/519 [02:14<01:33,  2.51it/s]
      43/80      0.94G     0.9373      1.594     0.6247       1.21          9        640:  55%|█████▌    | 287/519 [02:14<01:20,  2.87it/s]
      43/80      0.94G      0.937      1.594     0.6244       1.21         12        640:  55%|█████▌    | 287/519 [02:14<01:20,  2.87it/s]
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      43/80      0.94G     0.9364      1.593     0.6246       1.21          8        640:  56%|█████▌    | 289/519 [02:14<01:14,  3.09it/s]
      43/80      0.94G     0.9358      1.594      0.624      1.209          8        640:  56%|█████▌    | 289/519 [02:15<01:14,  3.09it/s]
      43/80      0.94G     0.9358      1.594      0.624      1.209          8        640:  56%|█████▌    | 290/519 [02:15<01:41,  2.26it/s]
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      43/80      0.94G     0.9368      1.594     0.6239       1.21          6        640:  56%|█████▌    | 291/519 [02:16<01:29,  2.54it/s]
      43/80      0.94G     0.9368      1.594     0.6239       1.21          6        640:  56%|█████▋    | 292/519 [02:16<01:21,  2.79it/s]
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      43/80      0.94G     0.9362      1.597     0.6239       1.21          9        640:  56%|█████▋    | 293/519 [02:17<01:26,  2.60it/s]
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      43/80      0.94G     0.9368      1.597     0.6241      1.211         13        640:  57%|█████▋    | 295/519 [02:17<01:50,  2.02it/s]
      43/80      0.94G     0.9365      1.596     0.6237       1.21          8        640:  57%|█████▋    | 295/519 [02:18<01:50,  2.02it/s]
      43/80      0.94G     0.9365      1.596     0.6237       1.21          8        640:  57%|█████▋    | 296/519 [02:18<01:32,  2.42it/s]
      43/80      0.94G     0.9362      1.595     0.6237       1.21          9        640:  57%|█████▋    | 296/519 [02:18<01:32,  2.42it/s]
      43/80      0.94G     0.9362      1.595     0.6237       1.21          9        640:  57%|█████▋    | 297/519 [02:18<01:34,  2.34it/s]
      43/80      0.94G     0.9368      1.595     0.6237       1.21          8        640:  57%|█████▋    | 297/519 [02:19<01:34,  2.34it/s]
      43/80      0.94G     0.9368      1.595     0.6237       1.21          8        640:  57%|█████▋    | 298/519 [02:19<01:51,  1.97it/s]
      43/80      0.94G     0.9361      1.594     0.6236       1.21         14        640:  57%|█████▋    | 298/519 [02:19<01:51,  1.97it/s]
      43/80      0.94G     0.9361      1.594     0.6236       1.21         14        640:  58%|█████▊    | 299/519 [02:19<01:41,  2.16it/s]
      43/80      0.94G     0.9366      1.594     0.6242      1.211          9        640:  58%|█████▊    | 299/519 [02:19<01:41,  2.16it/s]
      43/80      0.94G     0.9366      1.594     0.6242      1.211          9        640:  58%|█████▊    | 300/519 [02:19<01:25,  2.56it/s]
      43/80      0.94G     0.9371      1.594     0.6242      1.211         10        640:  58%|█████▊    | 300/519 [02:20<01:25,  2.56it/s]
      43/80      0.94G     0.9371      1.594     0.6242      1.211         10        640:  58%|█████▊    | 301/519 [02:20<01:55,  1.88it/s]
      43/80      0.94G     0.9364      1.594     0.6238       1.21         10        640:  58%|█████▊    | 301/519 [02:21<01:55,  1.88it/s]
      43/80      0.94G     0.9364      1.594     0.6238       1.21         10        640:  58%|█████▊    | 302/519 [02:21<02:19,  1.56it/s]
      43/80      0.94G     0.9363      1.593     0.6231       1.21         11        640:  58%|█████▊    | 302/519 [02:21<02:19,  1.56it/s]
      43/80      0.94G     0.9363      1.593     0.6231       1.21         11        640:  58%|█████▊    | 303/519 [02:21<01:49,  1.97it/s]
      43/80      0.94G      0.936      1.593     0.6229       1.21         11        640:  58%|█████▊    | 303/519 [02:22<01:49,  1.97it/s]
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      43/80      0.94G     0.9359      1.593     0.6235       1.21          9        640:  59%|█████▊    | 304/519 [02:22<01:33,  2.31it/s]
      43/80      0.94G     0.9359      1.593     0.6235       1.21          9        640:  59%|█████▉    | 305/519 [02:22<01:17,  2.77it/s]
      43/80      0.94G     0.9347      1.591     0.6226      1.209         13        640:  59%|█████▉    | 305/519 [02:23<01:17,  2.77it/s]
      43/80      0.94G     0.9347      1.591     0.6226      1.209         13        640:  59%|█████▉    | 306/519 [02:23<01:59,  1.79it/s]
      43/80      0.94G     0.9345      1.591     0.6224      1.209          7        640:  59%|█████▉    | 306/519 [02:23<01:59,  1.79it/s]
      43/80      0.94G     0.9345      1.591     0.6224      1.209          7        640:  59%|█████▉    | 307/519 [02:23<01:46,  2.00it/s]
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      43/80      0.94G     0.9358      1.594     0.6239       1.21         11        640:  59%|█████▉    | 308/519 [02:24<01:27,  2.42it/s]
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      43/80      0.94G     0.9365      1.594      0.624       1.21          8        640:  60%|█████▉    | 309/519 [02:25<01:14,  2.80it/s]
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      43/80      0.94G     0.9352      1.592     0.6228       1.21          6        640:  60%|█████▉    | 311/519 [02:26<02:06,  1.65it/s]
      43/80      0.94G     0.9352      1.592     0.6228       1.21          6        640:  60%|██████    | 312/519 [02:26<01:44,  1.98it/s]
      43/80      0.94G     0.9346      1.591      0.622       1.21         12        640:  60%|██████    | 312/519 [02:26<01:44,  1.98it/s]
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      43/80      0.94G     0.9348      1.591     0.6223       1.21          9        640:  61%|██████    | 314/519 [02:27<01:40,  2.04it/s]
      43/80      0.94G     0.9351      1.591     0.6219       1.21          9        640:  61%|██████    | 314/519 [02:27<01:40,  2.04it/s]
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      43/80      0.94G     0.9359      1.594      0.623      1.211         10        640:  61%|██████    | 315/519 [02:27<01:33,  2.19it/s]
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      43/80      0.94G     0.9364      1.595     0.6251      1.211          8        640:  61%|██████    | 316/519 [02:28<01:19,  2.54it/s]
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      43/80      0.94G     0.9362      1.595     0.6248      1.211         11        640:  61%|██████    | 317/519 [02:28<01:07,  3.01it/s]
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      43/80      0.94G     0.9372      1.597     0.6254      1.211         11        640:  61%|██████▏   | 318/519 [02:29<01:19,  2.52it/s]
      43/80      0.94G     0.9372      1.597     0.6254      1.211         11        640:  61%|██████▏   | 319/519 [02:29<01:40,  1.99it/s]
      43/80      0.94G     0.9366      1.596     0.6251      1.211          9        640:  61%|██████▏   | 319/519 [02:29<01:40,  1.99it/s]
      43/80      0.94G     0.9366      1.596     0.6251      1.211          9        640:  62%|██████▏   | 320/519 [02:29<01:23,  2.38it/s]
      43/80      0.94G     0.9356      1.595     0.6246      1.211          8        640:  62%|██████▏   | 320/519 [02:29<01:23,  2.38it/s]
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      43/80      0.94G     0.9356      1.596     0.6247      1.211          7        640:  62%|██████▏   | 322/519 [02:30<01:39,  1.99it/s]
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      43/80      0.94G     0.9354      1.597     0.6245      1.211         13        640:  62%|██████▏   | 323/519 [02:31<01:31,  2.14it/s]
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      43/80      0.94G     0.9354      1.598     0.6252      1.211          8        640:  62%|██████▏   | 324/519 [02:31<01:17,  2.51it/s]
      43/80      0.94G     0.9354      1.598     0.6252      1.211          8        640:  63%|██████▎   | 325/519 [02:31<01:09,  2.79it/s]
      43/80      0.94G     0.9351      1.597      0.625      1.211         10        640:  63%|██████▎   | 325/519 [02:31<01:09,  2.79it/s]
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      43/80      0.94G     0.9356      1.595     0.6245      1.211         12        640:  63%|██████▎   | 327/519 [02:33<01:44,  1.83it/s]
      43/80      0.94G     0.9356      1.595     0.6245      1.211         12        640:  63%|██████▎   | 328/519 [02:33<01:27,  2.19it/s]
      43/80      0.94G     0.9358      1.595     0.6241      1.211         13        640:  63%|██████▎   | 328/519 [02:33<01:27,  2.19it/s]
      43/80      0.94G     0.9358      1.595     0.6241      1.211         13        640:  63%|██████▎   | 329/519 [02:33<01:12,  2.62it/s]
      43/80      0.94G     0.9356      1.593     0.6245      1.212          8        640:  63%|██████▎   | 329/519 [02:33<01:12,  2.62it/s]
      43/80      0.94G     0.9356      1.593     0.6245      1.212          8        640:  64%|██████▎   | 330/519 [02:33<01:15,  2.51it/s]
      43/80      0.94G     0.9348      1.592     0.6236      1.211          6        640:  64%|██████▎   | 330/519 [02:34<01:15,  2.51it/s]
      43/80      0.94G     0.9348      1.592     0.6236      1.211          6        640:  64%|██████▍   | 331/519 [02:34<02:02,  1.54it/s]
      43/80      0.94G     0.9344      1.591      0.623      1.211          6        640:  64%|██████▍   | 331/519 [02:35<02:02,  1.54it/s]
      43/80      0.94G     0.9344      1.591      0.623      1.211          6        640:  64%|██████▍   | 332/519 [02:35<01:34,  1.98it/s]
      43/80      0.94G     0.9343      1.591      0.623      1.211          8        640:  64%|██████▍   | 332/519 [02:35<01:34,  1.98it/s]
      43/80      0.94G     0.9343      1.591      0.623      1.211          8        640:  64%|██████▍   | 333/519 [02:35<01:20,  2.32it/s]
      43/80      0.94G     0.9336      1.591     0.6228       1.21          9        640:  64%|██████▍   | 333/519 [02:35<01:20,  2.32it/s]
      43/80      0.94G     0.9336      1.591     0.6228       1.21          9        640:  64%|██████▍   | 334/519 [02:35<01:09,  2.64it/s]
      43/80      0.94G     0.9335       1.59     0.6232       1.21         11        640:  64%|██████▍   | 334/519 [02:36<01:09,  2.64it/s]
      43/80      0.94G     0.9335       1.59     0.6232       1.21         11        640:  65%|██████▍   | 335/519 [02:36<01:22,  2.22it/s]
      43/80      0.94G     0.9334      1.591     0.6229       1.21         11        640:  65%|██████▍   | 335/519 [02:36<01:22,  2.22it/s]
      43/80      0.94G     0.9334      1.591     0.6229       1.21         11        640:  65%|██████▍   | 336/519 [02:36<01:12,  2.52it/s]
      43/80      0.94G     0.9341      1.591     0.6232       1.21         12        640:  65%|██████▍   | 336/519 [02:36<01:12,  2.52it/s]
      43/80      0.94G     0.9341      1.591     0.6232       1.21         12        640:  65%|██████▍   | 337/519 [02:36<01:01,  2.96it/s]
      43/80      0.94G     0.9332       1.59     0.6226      1.209         10        640:  65%|██████▍   | 337/519 [02:37<01:01,  2.96it/s]
      43/80      0.94G     0.9332       1.59     0.6226      1.209         10        640:  65%|██████▌   | 338/519 [02:37<01:02,  2.92it/s]
      43/80      0.94G     0.9336      1.592      0.623      1.209         14        640:  65%|██████▌   | 338/519 [02:37<01:02,  2.92it/s]
      43/80      0.94G     0.9336      1.592      0.623      1.209         14        640:  65%|██████▌   | 339/519 [02:37<01:26,  2.07it/s]
      43/80      0.94G     0.9324       1.59     0.6224      1.209          7        640:  65%|██████▌   | 339/519 [02:38<01:26,  2.07it/s]
      43/80      0.94G     0.9324       1.59     0.6224      1.209          7        640:  66%|██████▌   | 340/519 [02:38<01:15,  2.37it/s]
      43/80      0.94G     0.9324      1.591     0.6227      1.209         10        640:  66%|██████▌   | 340/519 [02:38<01:15,  2.37it/s]
      43/80      0.94G     0.9324      1.591     0.6227      1.209         10        640:  66%|██████▌   | 341/519 [02:38<01:03,  2.80it/s]
      43/80      0.94G     0.9327      1.592     0.6234      1.209         10        640:  66%|██████▌   | 341/519 [02:38<01:03,  2.80it/s]
      43/80      0.94G     0.9327      1.592     0.6234      1.209         10        640:  66%|██████▌   | 342/519 [02:38<01:08,  2.57it/s]
      43/80      0.94G     0.9338      1.592     0.6233       1.21         12        640:  66%|██████▌   | 342/519 [02:39<01:08,  2.57it/s]
      43/80      0.94G     0.9338      1.592     0.6233       1.21         12        640:  66%|██████▌   | 343/519 [02:39<01:25,  2.06it/s]
      43/80      0.94G     0.9328       1.59     0.6224      1.209         10        640:  66%|██████▌   | 343/519 [02:39<01:25,  2.06it/s]
      43/80      0.94G     0.9328       1.59     0.6224      1.209         10        640:  66%|██████▋   | 344/519 [02:39<01:15,  2.31it/s]
      43/80      0.94G     0.9329       1.59      0.622      1.209          8        640:  66%|██████▋   | 344/519 [02:40<01:15,  2.31it/s]
      43/80      0.94G     0.9329       1.59      0.622      1.209          8        640:  66%|██████▋   | 345/519 [02:40<01:03,  2.72it/s]
      43/80      0.94G     0.9323      1.589     0.6213      1.208         12        640:  66%|██████▋   | 345/519 [02:41<01:03,  2.72it/s]
      43/80      0.94G     0.9323      1.589     0.6213      1.208         12        640:  67%|██████▋   | 346/519 [02:41<01:36,  1.80it/s]
      43/80      0.94G     0.9315       1.59     0.6208      1.208         10        640:  67%|██████▋   | 346/519 [02:41<01:36,  1.80it/s]
      43/80      0.94G     0.9315       1.59     0.6208      1.208         10        640:  67%|██████▋   | 347/519 [02:41<01:45,  1.62it/s]
      43/80      0.94G     0.9322      1.591     0.6207      1.209          9        640:  67%|██████▋   | 347/519 [02:42<01:45,  1.62it/s]
      43/80      0.94G     0.9322      1.591     0.6207      1.209          9        640:  67%|██████▋   | 348/519 [02:42<01:29,  1.91it/s]
      43/80      0.94G     0.9324      1.591     0.6212      1.209         14        640:  67%|██████▋   | 348/519 [02:42<01:29,  1.91it/s]
      43/80      0.94G     0.9324      1.591     0.6212      1.209         14        640:  67%|██████▋   | 349/519 [02:42<01:12,  2.34it/s]
      43/80      0.94G     0.9328      1.592      0.622      1.209          6        640:  67%|██████▋   | 349/519 [02:42<01:12,  2.34it/s]
      43/80      0.94G     0.9328      1.592      0.622      1.209          6        640:  67%|██████▋   | 350/519 [02:42<01:15,  2.23it/s]
      43/80      0.94G     0.9329      1.592     0.6222       1.21          9        640:  67%|██████▋   | 350/519 [02:43<01:15,  2.23it/s]
      43/80      0.94G     0.9329      1.592     0.6222       1.21          9        640:  68%|██████▊   | 351/519 [02:43<01:18,  2.15it/s]
      43/80      0.94G     0.9335      1.591     0.6227      1.211          8        640:  68%|██████▊   | 351/519 [02:43<01:18,  2.15it/s]
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      43/80      0.94G     0.9328       1.59     0.6221       1.21         14        640:  68%|██████▊   | 352/519 [02:43<01:05,  2.55it/s]
      43/80      0.94G     0.9328       1.59     0.6221       1.21         14        640:  68%|██████▊   | 353/519 [02:43<00:57,  2.87it/s]
      43/80      0.94G     0.9324      1.589     0.6217       1.21          7        640:  68%|██████▊   | 353/519 [02:44<00:57,  2.87it/s]
      43/80      0.94G     0.9324      1.589     0.6217       1.21          7        640:  68%|██████▊   | 354/519 [02:44<01:01,  2.70it/s]
      43/80      0.94G     0.9329      1.589     0.6217       1.21         10        640:  68%|██████▊   | 354/519 [02:45<01:01,  2.70it/s]
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      43/80      0.94G     0.9325      1.589     0.6214      1.209         13        640:  68%|██████▊   | 355/519 [02:45<01:25,  1.92it/s]
      43/80      0.94G     0.9325      1.589     0.6214      1.209         13        640:  69%|██████▊   | 356/519 [02:45<01:13,  2.21it/s]
      43/80      0.94G      0.932      1.587      0.621      1.209         10        640:  69%|██████▊   | 356/519 [02:45<01:13,  2.21it/s]
      43/80      0.94G      0.932      1.587      0.621      1.209         10        640:  69%|██████▉   | 357/519 [02:45<01:01,  2.65it/s]
      43/80      0.94G     0.9323      1.588     0.6212      1.209         11        640:  69%|██████▉   | 357/519 [02:45<01:01,  2.65it/s]
      43/80      0.94G     0.9323      1.588     0.6212      1.209         11        640:  69%|██████▉   | 358/519 [02:45<00:57,  2.81it/s]
      43/80      0.94G     0.9322      1.588     0.6207      1.208         12        640:  69%|██████▉   | 358/519 [02:46<00:57,  2.81it/s]
      43/80      0.94G     0.9322      1.588     0.6207      1.208         12        640:  69%|██████▉   | 359/519 [02:46<01:13,  2.18it/s]
      43/80      0.94G     0.9331      1.588     0.6211      1.209         12        640:  69%|██████▉   | 359/519 [02:46<01:13,  2.18it/s]
      43/80      0.94G     0.9331      1.588     0.6211      1.209         12        640:  69%|██████▉   | 360/519 [02:46<01:05,  2.44it/s]
      43/80      0.94G     0.9344      1.588     0.6216      1.209         11        640:  69%|██████▉   | 360/519 [02:47<01:05,  2.44it/s]
      43/80      0.94G     0.9344      1.588     0.6216      1.209         11        640:  70%|██████▉   | 361/519 [02:47<00:53,  2.93it/s]
      43/80      0.94G     0.9355       1.59     0.6218      1.209         10        640:  70%|██████▉   | 361/519 [02:47<00:53,  2.93it/s]
      43/80      0.94G     0.9355       1.59     0.6218      1.209         10        640:  70%|██████▉   | 362/519 [02:47<00:56,  2.78it/s]
      43/80      0.94G      0.936       1.59     0.6217       1.21         10        640:  70%|██████▉   | 362/519 [02:49<00:56,  2.78it/s]
      43/80      0.94G      0.936       1.59     0.6217       1.21         10        640:  70%|██████▉   | 363/519 [02:49<01:53,  1.38it/s]
      43/80      0.94G     0.9361      1.592     0.6227       1.21         11        640:  70%|██████▉   | 363/519 [02:49<01:53,  1.38it/s]
      43/80      0.94G     0.9361      1.592     0.6227       1.21         11        640:  70%|███████   | 364/519 [02:49<01:27,  1.77it/s]
      43/80      0.94G     0.9353       1.59     0.6222       1.21          8        640:  70%|███████   | 364/519 [02:49<01:27,  1.77it/s]
      43/80      0.94G     0.9353       1.59     0.6222       1.21          8        640:  70%|███████   | 365/519 [02:49<01:13,  2.09it/s]
      43/80      0.94G     0.9349       1.59     0.6221      1.209         14        640:  70%|███████   | 365/519 [02:49<01:13,  2.09it/s]
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      43/80      0.94G     0.9354       1.59     0.6226       1.21          7        640:  71%|███████   | 366/519 [02:50<01:01,  2.50it/s]
      43/80      0.94G     0.9354       1.59     0.6226       1.21          7        640:  71%|███████   | 367/519 [02:50<01:21,  1.86it/s]
      43/80      0.94G     0.9359       1.59     0.6227       1.21          8        640:  71%|███████   | 367/519 [02:50<01:21,  1.86it/s]
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      43/80      0.94G     0.9361      1.591     0.6229       1.21          9        640:  71%|███████   | 368/519 [02:51<01:08,  2.21it/s]
      43/80      0.94G     0.9361      1.591     0.6229       1.21          9        640:  71%|███████   | 369/519 [02:51<00:56,  2.64it/s]
      43/80      0.94G     0.9361      1.591     0.6226       1.21          9        640:  71%|███████   | 369/519 [02:51<00:56,  2.64it/s]
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      43/80      0.94G      0.936      1.591     0.6223       1.21         13        640:  71%|███████▏  | 370/519 [02:52<00:50,  2.94it/s]
      43/80      0.94G      0.936      1.591     0.6223       1.21         13        640:  71%|███████▏  | 371/519 [02:52<01:14,  2.00it/s]
      43/80      0.94G     0.9368      1.592      0.623       1.21         12        640:  71%|███████▏  | 371/519 [02:52<01:14,  2.00it/s]
      43/80      0.94G     0.9368      1.592      0.623       1.21         12        640:  72%|███████▏  | 372/519 [02:52<00:59,  2.46it/s]
      43/80      0.94G     0.9369      1.592     0.6229       1.21          8        640:  72%|███████▏  | 372/519 [02:52<00:59,  2.46it/s]
      43/80      0.94G     0.9369      1.592     0.6229       1.21          8        640:  72%|███████▏  | 373/519 [02:52<00:54,  2.68it/s]
      43/80      0.94G     0.9357      1.591     0.6221      1.209         13        640:  72%|███████▏  | 373/519 [02:52<00:54,  2.68it/s]
      43/80      0.94G     0.9357      1.591     0.6221      1.209         13        640:  72%|███████▏  | 374/519 [02:52<00:47,  3.05it/s]
      43/80      0.94G     0.9356       1.59     0.6221      1.209         14        640:  72%|███████▏  | 374/519 [02:54<00:47,  3.05it/s]
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      43/80      0.94G     0.9347      1.589     0.6216      1.209          9        640:  72%|███████▏  | 375/519 [02:54<01:28,  1.63it/s]
      43/80      0.94G     0.9347      1.589     0.6216      1.209          9        640:  72%|███████▏  | 376/519 [02:54<01:09,  2.04it/s]
      43/80      0.94G     0.9352      1.589      0.622      1.209         12        640:  72%|███████▏  | 376/519 [02:54<01:09,  2.04it/s]
      43/80      0.94G     0.9352      1.589      0.622      1.209         12        640:  73%|███████▎  | 377/519 [02:54<00:58,  2.45it/s]
      43/80      0.94G     0.9345      1.589     0.6221      1.208          9        640:  73%|███████▎  | 377/519 [02:54<00:58,  2.45it/s]
      43/80      0.94G     0.9345      1.589     0.6221      1.208          9        640:  73%|███████▎  | 378/519 [02:54<00:52,  2.68it/s]
      43/80      0.94G     0.9348      1.589     0.6222      1.208         12        640:  73%|███████▎  | 378/519 [02:55<00:52,  2.68it/s]
      43/80      0.94G     0.9348      1.589     0.6222      1.208         12        640:  73%|███████▎  | 379/519 [02:55<00:53,  2.62it/s]
      43/80      0.94G     0.9348      1.589     0.6222      1.208         10        640:  73%|███████▎  | 379/519 [02:55<00:53,  2.62it/s]
      43/80      0.94G     0.9348      1.589     0.6222      1.208         10        640:  73%|███████▎  | 380/519 [02:55<00:48,  2.87it/s]
      43/80      0.94G     0.9347       1.59     0.6217      1.208          9        640:  73%|███████▎  | 380/519 [02:55<00:48,  2.87it/s]
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      43/80      0.94G     0.9361       1.59     0.6223      1.209          5        640:  74%|███████▎  | 382/519 [02:57<00:37,  3.61it/s]
      43/80      0.94G     0.9361       1.59     0.6223      1.209          5        640:  74%|███████▍  | 383/519 [02:57<01:38,  1.37it/s]
      43/80      0.94G     0.9359       1.59     0.6222      1.209         13        640:  74%|███████▍  | 383/519 [02:57<01:38,  1.37it/s]
      43/80      0.94G     0.9359       1.59     0.6222      1.209         13        640:  74%|███████▍  | 384/519 [02:57<01:16,  1.77it/s]
      43/80      0.94G     0.9356      1.588     0.6217      1.208         10        640:  74%|███████▍  | 384/519 [02:58<01:16,  1.77it/s]
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      43/80      0.94G     0.9349      1.587      0.621      1.208          9        640:  74%|███████▍  | 386/519 [02:59<00:54,  2.45it/s]
      43/80      0.94G     0.9349      1.587      0.621      1.208          9        640:  75%|███████▍  | 387/519 [02:59<01:23,  1.58it/s]
      43/80      0.94G     0.9341      1.586     0.6207      1.207         10        640:  75%|███████▍  | 387/519 [02:59<01:23,  1.58it/s]
      43/80      0.94G     0.9341      1.586     0.6207      1.207         10        640:  75%|███████▍  | 388/519 [02:59<01:06,  1.97it/s]
      43/80      0.94G     0.9334      1.585     0.6204      1.207         11        640:  75%|███████▍  | 388/519 [02:59<01:06,  1.97it/s]
      43/80      0.94G     0.9334      1.585     0.6204      1.207         11        640:  75%|███████▍  | 389/519 [02:59<00:52,  2.49it/s]
      43/80      0.94G     0.9342      1.588     0.6214      1.207          4        640:  75%|███████▍  | 389/519 [03:00<00:52,  2.49it/s]
      43/80      0.94G     0.9342      1.588     0.6214      1.207          4        640:  75%|███████▌  | 390/519 [03:00<00:46,  2.78it/s]
      43/80      0.94G     0.9342      1.588     0.6215      1.208          9        640:  75%|███████▌  | 390/519 [03:01<00:46,  2.78it/s]
      43/80      0.94G     0.9342      1.588     0.6215      1.208          9        640:  75%|███████▌  | 391/519 [03:01<01:20,  1.59it/s]
      43/80      0.94G     0.9353      1.588     0.6216      1.208         14        640:  75%|███████▌  | 391/519 [03:01<01:20,  1.59it/s]
      43/80      0.94G     0.9353      1.588     0.6216      1.208         14        640:  76%|███████▌  | 392/519 [03:01<01:04,  1.97it/s]
      43/80      0.94G     0.9353      1.588     0.6214      1.208         16        640:  76%|███████▌  | 392/519 [03:01<01:04,  1.97it/s]
      43/80      0.94G     0.9353      1.588     0.6214      1.208         16        640:  76%|███████▌  | 393/519 [03:01<00:51,  2.43it/s]
      43/80      0.94G     0.9349      1.588     0.6212      1.208         10        640:  76%|███████▌  | 393/519 [03:02<00:51,  2.43it/s]
      43/80      0.94G     0.9349      1.588     0.6212      1.208         10        640:  76%|███████▌  | 394/519 [03:02<00:47,  2.64it/s]
      43/80      0.94G     0.9356      1.588     0.6216      1.209         10        640:  76%|███████▌  | 394/519 [03:03<00:47,  2.64it/s]
      43/80      0.94G     0.9356      1.588     0.6216      1.209         10        640:  76%|███████▌  | 395/519 [03:03<01:21,  1.53it/s]
      43/80      0.94G     0.9353      1.588     0.6213      1.209         15        640:  76%|███████▌  | 395/519 [03:03<01:21,  1.53it/s]
      43/80      0.94G     0.9353      1.588     0.6213      1.209         15        640:  76%|███████▋  | 396/519 [03:03<01:03,  1.93it/s]
      43/80      0.94G     0.9357      1.587     0.6214      1.209          9        640:  76%|███████▋  | 396/519 [03:03<01:03,  1.93it/s]
      43/80      0.94G     0.9357      1.587     0.6214      1.209          9        640:  76%|███████▋  | 397/519 [03:03<00:50,  2.40it/s]
      43/80      0.94G     0.9366      1.588     0.6219       1.21          9        640:  76%|███████▋  | 397/519 [03:04<00:50,  2.40it/s]
      43/80      0.94G     0.9366      1.588     0.6219       1.21          9        640:  77%|███████▋  | 398/519 [03:04<00:44,  2.73it/s]
      43/80      0.94G     0.9376      1.594     0.6223      1.211          9        640:  77%|███████▋  | 398/519 [03:04<00:44,  2.73it/s]
      43/80      0.94G     0.9376      1.594     0.6223      1.211          9        640:  77%|███████▋  | 399/519 [03:04<00:56,  2.12it/s]
      43/80      0.94G     0.9366      1.592     0.6218       1.21          9        640:  77%|███████▋  | 399/519 [03:05<00:56,  2.12it/s]
      43/80      0.94G     0.9366      1.592     0.6218       1.21          9        640:  77%|███████▋  | 400/519 [03:05<00:48,  2.45it/s]
      43/80      0.94G     0.9376      1.592     0.6225      1.211          9        640:  77%|███████▋  | 400/519 [03:05<00:48,  2.45it/s]
      43/80      0.94G     0.9376      1.592     0.6225      1.211          9        640:  77%|███████▋  | 401/519 [03:05<00:40,  2.92it/s]
      43/80      0.94G     0.9381      1.593     0.6222      1.211          8        640:  77%|███████▋  | 401/519 [03:05<00:40,  2.92it/s]
      43/80      0.94G     0.9381      1.593     0.6222      1.211          8        640:  77%|███████▋  | 402/519 [03:05<00:36,  3.23it/s]
      43/80      0.94G     0.9374      1.592     0.6217      1.211         14        640:  77%|███████▋  | 402/519 [03:06<00:36,  3.23it/s]
      43/80      0.94G     0.9374      1.592     0.6217      1.211         14        640:  78%|███████▊  | 403/519 [03:06<00:48,  2.37it/s]
      43/80      0.94G     0.9383      1.593     0.6237      1.211          9        640:  78%|███████▊  | 403/519 [03:06<00:48,  2.37it/s]
      43/80      0.94G     0.9383      1.593     0.6237      1.211          9        640:  78%|███████▊  | 404/519 [03:06<00:43,  2.65it/s]
      43/80      0.94G     0.9378      1.592     0.6233      1.211         12        640:  78%|███████▊  | 404/519 [03:06<00:43,  2.65it/s]
      43/80      0.94G     0.9378      1.592     0.6233      1.211         12        640:  78%|███████▊  | 405/519 [03:06<00:45,  2.50it/s]
      43/80      0.94G     0.9379      1.592     0.6236      1.211         10        640:  78%|███████▊  | 405/519 [03:07<00:45,  2.50it/s]
      43/80      0.94G     0.9379      1.592     0.6236      1.211         10        640:  78%|███████▊  | 406/519 [03:07<00:40,  2.79it/s]
      43/80      0.94G     0.9372       1.59     0.6229       1.21         11        640:  78%|███████▊  | 406/519 [03:07<00:40,  2.79it/s]
      43/80      0.94G     0.9372       1.59     0.6229       1.21         11        640:  78%|███████▊  | 407/519 [03:07<00:40,  2.79it/s]
      43/80      0.94G     0.9373       1.59     0.6225       1.21         13        640:  78%|███████▊  | 407/519 [03:07<00:40,  2.79it/s]
      43/80      0.94G     0.9373       1.59     0.6225       1.21         13        640:  79%|███████▊  | 408/519 [03:07<00:35,  3.13it/s]
      43/80      0.94G     0.9369       1.59     0.6225       1.21         11        640:  79%|███████▊  | 408/519 [03:08<00:35,  3.13it/s]
      43/80      0.94G     0.9369       1.59     0.6225       1.21         11        640:  79%|███████▉  | 409/519 [03:08<00:48,  2.29it/s]
      43/80      0.94G     0.9365      1.589     0.6226       1.21         13        640:  79%|███████▉  | 409/519 [03:08<00:48,  2.29it/s]
      43/80      0.94G     0.9365      1.589     0.6226       1.21         13        640:  79%|███████▉  | 410/519 [03:08<00:41,  2.61it/s]
      43/80      0.94G     0.9376      1.591     0.6228      1.211          8        640:  79%|███████▉  | 410/519 [03:09<00:41,  2.61it/s]
      43/80      0.94G     0.9376      1.591     0.6228      1.211          8        640:  79%|███████▉  | 411/519 [03:09<00:38,  2.79it/s]
      43/80      0.94G     0.9374      1.592     0.6229      1.211         11        640:  79%|███████▉  | 411/519 [03:09<00:38,  2.79it/s]
      43/80      0.94G     0.9374      1.592     0.6229      1.211         11        640:  79%|███████▉  | 412/519 [03:09<00:34,  3.11it/s]
      43/80      0.94G     0.9373      1.591     0.6228       1.21         11        640:  79%|███████▉  | 412/519 [03:09<00:34,  3.11it/s]
      43/80      0.94G     0.9373      1.591     0.6228       1.21         11        640:  80%|███████▉  | 413/519 [03:09<00:42,  2.48it/s]
      43/80      0.94G     0.9375      1.591     0.6223      1.211          9        640:  80%|███████▉  | 413/519 [03:10<00:42,  2.48it/s]
      43/80      0.94G     0.9375      1.591     0.6223      1.211          9        640:  80%|███████▉  | 414/519 [03:10<00:36,  2.85it/s]
      43/80      0.94G     0.9369       1.59     0.6221       1.21          8        640:  80%|███████▉  | 414/519 [03:10<00:36,  2.85it/s]
      43/80      0.94G     0.9369       1.59     0.6221       1.21          8        640:  80%|███████▉  | 415/519 [03:10<00:43,  2.39it/s]
      43/80      0.94G     0.9369       1.59      0.622       1.21         14        640:  80%|███████▉  | 415/519 [03:10<00:43,  2.39it/s]
      43/80      0.94G     0.9369       1.59      0.622       1.21         14        640:  80%|████████  | 416/519 [03:10<00:37,  2.78it/s]
      43/80      0.94G     0.9377       1.59     0.6229       1.21         13        640:  80%|████████  | 416/519 [03:11<00:37,  2.78it/s]
      43/80      0.94G     0.9377       1.59     0.6229       1.21         13        640:  80%|████████  | 417/519 [03:11<00:56,  1.82it/s]
      43/80      0.94G     0.9373      1.589     0.6234       1.21          9        640:  80%|████████  | 417/519 [03:12<00:56,  1.82it/s]
      43/80      0.94G     0.9373      1.589     0.6234       1.21          9        640:  81%|████████  | 418/519 [03:12<00:45,  2.21it/s]
      43/80      0.94G     0.9372      1.589      0.623       1.21         13        640:  81%|████████  | 418/519 [03:12<00:45,  2.21it/s]
      43/80      0.94G     0.9372      1.589      0.623       1.21         13        640:  81%|████████  | 419/519 [03:12<00:51,  1.93it/s]
      43/80      0.94G     0.9369      1.588     0.6227       1.21         16        640:  81%|████████  | 419/519 [03:13<00:51,  1.93it/s]
      43/80      0.94G     0.9369      1.588     0.6227       1.21         16        640:  81%|████████  | 420/519 [03:13<00:42,  2.34it/s]
      43/80      0.94G     0.9367      1.587     0.6223       1.21          8        640:  81%|████████  | 420/519 [03:13<00:42,  2.34it/s]
      43/80      0.94G     0.9367      1.587     0.6223       1.21          8        640:  81%|████████  | 421/519 [03:13<00:43,  2.27it/s]
      43/80      0.94G     0.9369      1.587     0.6223       1.21          9        640:  81%|████████  | 421/519 [03:13<00:43,  2.27it/s]
      43/80      0.94G     0.9369      1.587     0.6223       1.21          9        640:  81%|████████▏ | 422/519 [03:13<00:40,  2.41it/s]
      43/80      0.94G     0.9372      1.587     0.6224       1.21         10        640:  81%|████████▏ | 422/519 [03:14<00:40,  2.41it/s]
      43/80      0.94G     0.9372      1.587     0.6224       1.21         10        640:  82%|████████▏ | 423/519 [03:14<00:37,  2.56it/s]
      43/80      0.94G     0.9368      1.586     0.6221       1.21          9        640:  82%|████████▏ | 423/519 [03:14<00:37,  2.56it/s]
      43/80      0.94G     0.9368      1.586     0.6221       1.21          9        640:  82%|████████▏ | 424/519 [03:14<00:33,  2.83it/s]
      43/80      0.94G     0.9362      1.586     0.6216      1.209          8        640:  82%|████████▏ | 424/519 [03:15<00:33,  2.83it/s]
      43/80      0.94G     0.9362      1.586     0.6216      1.209          8        640:  82%|████████▏ | 425/519 [03:15<00:58,  1.59it/s]
      43/80      0.94G     0.9362      1.586     0.6218       1.21         11        640:  82%|████████▏ | 425/519 [03:15<00:58,  1.59it/s]
      43/80      0.94G     0.9362      1.586     0.6218       1.21         11        640:  82%|████████▏ | 426/519 [03:15<00:47,  1.97it/s]
      43/80      0.94G     0.9358      1.586     0.6216      1.209          8        640:  82%|████████▏ | 426/519 [03:16<00:47,  1.97it/s]
      43/80      0.94G     0.9358      1.586     0.6216      1.209          8        640:  82%|████████▏ | 427/519 [03:16<00:39,  2.36it/s]
      43/80      0.94G     0.9362      1.587     0.6218      1.209         11        640:  82%|████████▏ | 427/519 [03:16<00:39,  2.36it/s]
      43/80      0.94G     0.9362      1.587     0.6218      1.209         11        640:  82%|████████▏ | 428/519 [03:16<00:34,  2.63it/s]
      43/80      0.94G     0.9367      1.586      0.622       1.21          8        640:  82%|████████▏ | 428/519 [03:17<00:34,  2.63it/s]
      43/80      0.94G     0.9367      1.586      0.622       1.21          8        640:  83%|████████▎ | 429/519 [03:17<00:49,  1.83it/s]
      43/80      0.94G     0.9372      1.588     0.6219      1.211         10        640:  83%|████████▎ | 429/519 [03:17<00:49,  1.83it/s]
      43/80      0.94G     0.9372      1.588     0.6219      1.211         10        640:  83%|████████▎ | 430/519 [03:17<00:40,  2.17it/s]
      43/80      0.94G     0.9375      1.588     0.6221      1.211         11        640:  83%|████████▎ | 430/519 [03:17<00:40,  2.17it/s]
      43/80      0.94G     0.9375      1.588     0.6221      1.211         11        640:  83%|████████▎ | 431/519 [03:17<00:33,  2.61it/s]
      43/80      0.94G     0.9369      1.587     0.6218       1.21          9        640:  83%|████████▎ | 431/519 [03:18<00:33,  2.61it/s]
      43/80      0.94G     0.9369      1.587     0.6218       1.21          9        640:  83%|████████▎ | 432/519 [03:18<00:29,  2.92it/s]
      43/80      0.94G      0.937      1.588     0.6217      1.211         11        640:  83%|████████▎ | 432/519 [03:19<00:29,  2.92it/s]
      43/80      0.94G      0.937      1.588     0.6217      1.211         11        640:  83%|████████▎ | 433/519 [03:19<00:57,  1.50it/s]
      43/80      0.94G     0.9368      1.587     0.6212       1.21         10        640:  83%|████████▎ | 433/519 [03:19<00:57,  1.50it/s]
      43/80      0.94G     0.9368      1.587     0.6212       1.21         10        640:  84%|████████▎ | 434/519 [03:19<00:45,  1.86it/s]
      43/80      0.94G     0.9361      1.586     0.6208       1.21         11        640:  84%|████████▎ | 434/519 [03:19<00:45,  1.86it/s]
      43/80      0.94G     0.9361      1.586     0.6208       1.21         11        640:  84%|████████▍ | 435/519 [03:19<00:37,  2.25it/s]
      43/80      0.94G     0.9363      1.585     0.6203       1.21         11        640:  84%|████████▍ | 435/519 [03:20<00:37,  2.25it/s]
      43/80      0.94G     0.9363      1.585     0.6203       1.21         11        640:  84%|████████▍ | 436/519 [03:20<00:31,  2.60it/s]
      43/80      0.94G     0.9362      1.585     0.6203       1.21         12        640:  84%|████████▍ | 436/519 [03:21<00:31,  2.60it/s]
      43/80      0.94G     0.9362      1.585     0.6203       1.21         12        640:  84%|████████▍ | 437/519 [03:21<00:47,  1.71it/s]
      43/80      0.94G     0.9359      1.584       0.62       1.21          8        640:  84%|████████▍ | 437/519 [03:21<00:47,  1.71it/s]
      43/80      0.94G     0.9359      1.584       0.62       1.21          8        640:  84%|████████▍ | 438/519 [03:21<00:39,  2.04it/s]
      43/80      0.94G     0.9368      1.584     0.6199       1.21          8        640:  84%|████████▍ | 438/519 [03:21<00:39,  2.04it/s]
      43/80      0.94G     0.9368      1.584     0.6199       1.21          8        640:  85%|████████▍ | 439/519 [03:21<00:35,  2.25it/s]
      43/80      0.94G     0.9362      1.582     0.6192       1.21         10        640:  85%|████████▍ | 439/519 [03:22<00:35,  2.25it/s]
      43/80      0.94G     0.9362      1.582     0.6192       1.21         10        640:  85%|████████▍ | 440/519 [03:22<00:30,  2.61it/s]
      43/80      0.94G     0.9357      1.582     0.6189       1.21          8        640:  85%|████████▍ | 440/519 [03:23<00:30,  2.61it/s]
      43/80      0.94G     0.9357      1.582     0.6189       1.21          8        640:  85%|████████▍ | 441/519 [03:23<00:45,  1.71it/s]
      43/80      0.94G     0.9353      1.582     0.6188       1.21         13        640:  85%|████████▍ | 441/519 [03:23<00:45,  1.71it/s]
      43/80      0.94G     0.9353      1.582     0.6188       1.21         13        640:  85%|████████▌ | 442/519 [03:23<00:38,  2.02it/s]
      43/80      0.94G     0.9363      1.583     0.6197       1.21         12        640:  85%|████████▌ | 442/519 [03:23<00:38,  2.02it/s]
      43/80      0.94G     0.9363      1.583     0.6197       1.21         12        640:  85%|████████▌ | 443/519 [03:23<00:30,  2.46it/s]
      43/80      0.94G     0.9361      1.582     0.6194       1.21         11        640:  85%|████████▌ | 443/519 [03:23<00:30,  2.46it/s]
      43/80      0.94G     0.9361      1.582     0.6194       1.21         11        640:  86%|████████▌ | 444/519 [03:23<00:26,  2.83it/s]
      43/80      0.94G     0.9361      1.583     0.6192       1.21         12        640:  86%|████████▌ | 444/519 [03:24<00:26,  2.83it/s]
      43/80      0.94G     0.9361      1.583     0.6192       1.21         12        640:  86%|████████▌ | 445/519 [03:24<00:40,  1.83it/s]
      43/80      0.94G     0.9361      1.582     0.6191       1.21          9        640:  86%|████████▌ | 445/519 [03:25<00:40,  1.83it/s]
      43/80      0.94G     0.9361      1.582     0.6191       1.21          9        640:  86%|████████▌ | 446/519 [03:25<00:36,  1.99it/s]
      43/80      0.94G      0.936      1.582     0.6201       1.21          6        640:  86%|████████▌ | 446/519 [03:25<00:36,  1.99it/s]
      43/80      0.94G      0.936      1.582     0.6201       1.21          6        640:  86%|████████▌ | 447/519 [03:25<00:30,  2.35it/s]
      43/80      0.94G     0.9359      1.582     0.6203       1.21         10        640:  86%|████████▌ | 447/519 [03:25<00:30,  2.35it/s]
      43/80      0.94G     0.9359      1.582     0.6203       1.21         10        640:  86%|████████▋ | 448/519 [03:25<00:26,  2.67it/s]
      43/80      0.94G     0.9362      1.584     0.6208       1.21         10        640:  86%|████████▋ | 448/519 [03:27<00:26,  2.67it/s]
      43/80      0.94G     0.9362      1.584     0.6208       1.21         10        640:  87%|████████▋ | 449/519 [03:27<00:45,  1.53it/s]
      43/80      0.94G     0.9362      1.582     0.6205       1.21         11        640:  87%|████████▋ | 449/519 [03:27<00:45,  1.53it/s]
      43/80      0.94G     0.9362      1.582     0.6205       1.21         11        640:  87%|████████▋ | 450/519 [03:27<00:36,  1.90it/s]
      43/80      0.94G     0.9364      1.582     0.6206       1.21         11        640:  87%|████████▋ | 450/519 [03:27<00:36,  1.90it/s]
      43/80      0.94G     0.9364      1.582     0.6206       1.21         11        640:  87%|████████▋ | 451/519 [03:27<00:34,  1.95it/s]
      43/80      0.94G     0.9364      1.582     0.6206       1.21          7        640:  87%|████████▋ | 451/519 [03:28<00:34,  1.95it/s]
      43/80      0.94G     0.9364      1.582     0.6206       1.21          7        640:  87%|████████▋ | 452/519 [03:28<00:29,  2.31it/s]
      43/80      0.94G     0.9361      1.581     0.6205       1.21         11        640:  87%|████████▋ | 452/519 [03:28<00:29,  2.31it/s]
      43/80      0.94G     0.9361      1.581     0.6205       1.21         11        640:  87%|████████▋ | 453/519 [03:28<00:31,  2.07it/s]
      43/80      0.94G     0.9359      1.581     0.6201       1.21         11        640:  87%|████████▋ | 453/519 [03:29<00:31,  2.07it/s]
      43/80      0.94G     0.9359      1.581     0.6201       1.21         11        640:  87%|████████▋ | 454/519 [03:29<00:36,  1.76it/s]
      43/80      0.94G     0.9358       1.58     0.6198       1.21          6        640:  87%|████████▋ | 454/519 [03:29<00:36,  1.76it/s]
      43/80      0.94G     0.9358       1.58     0.6198       1.21          6        640:  88%|████████▊ | 455/519 [03:29<00:31,  2.03it/s]
      43/80      0.94G     0.9353      1.579     0.6197      1.209         11        640:  88%|████████▊ | 455/519 [03:29<00:31,  2.03it/s]
      43/80      0.94G     0.9353      1.579     0.6197      1.209         11        640:  88%|████████▊ | 456/519 [03:29<00:26,  2.37it/s]
      43/80      0.94G      0.935      1.579     0.6193      1.209          9        640:  88%|████████▊ | 456/519 [03:30<00:26,  2.37it/s]
      43/80      0.94G      0.935      1.579     0.6193      1.209          9        640:  88%|████████▊ | 457/519 [03:30<00:26,  2.32it/s]
      43/80      0.94G     0.9357      1.579     0.6194       1.21          8        640:  88%|████████▊ | 457/519 [03:31<00:26,  2.32it/s]
      43/80      0.94G     0.9357      1.579     0.6194       1.21          8        640:  88%|████████▊ | 458/519 [03:31<00:31,  1.91it/s]
      43/80      0.94G     0.9354      1.579     0.6196       1.21         12        640:  88%|████████▊ | 458/519 [03:31<00:31,  1.91it/s]
      43/80      0.94G     0.9354      1.579     0.6196       1.21         12        640:  88%|████████▊ | 459/519 [03:31<00:27,  2.18it/s]
      43/80      0.94G     0.9358      1.579     0.6202       1.21         11        640:  88%|████████▊ | 459/519 [03:31<00:27,  2.18it/s]
      43/80      0.94G     0.9358      1.579     0.6202       1.21         11        640:  89%|████████▊ | 460/519 [03:31<00:22,  2.62it/s]
      43/80      0.94G     0.9356      1.581     0.6207       1.21          8        640:  89%|████████▊ | 460/519 [03:32<00:22,  2.62it/s]
      43/80      0.94G     0.9356      1.581     0.6207       1.21          8        640:  89%|████████▉ | 461/519 [03:32<00:23,  2.48it/s]
      43/80      0.94G     0.9358      1.581     0.6205       1.21         10        640:  89%|████████▉ | 461/519 [03:33<00:23,  2.48it/s]
      43/80      0.94G     0.9358      1.581     0.6205       1.21         10        640:  89%|████████▉ | 462/519 [03:33<00:39,  1.44it/s]
      43/80      0.94G     0.9356      1.581     0.6206      1.211          9        640:  89%|████████▉ | 462/519 [03:33<00:39,  1.44it/s]
      43/80      0.94G     0.9356      1.581     0.6206      1.211          9        640:  89%|████████▉ | 463/519 [03:33<00:30,  1.84it/s]
      43/80      0.94G     0.9354       1.58     0.6205      1.211         10        640:  89%|████████▉ | 463/519 [03:33<00:30,  1.84it/s]
      43/80      0.94G     0.9354       1.58     0.6205      1.211         10        640:  89%|████████▉ | 464/519 [03:33<00:25,  2.19it/s]
      43/80      0.94G     0.9358      1.582     0.6209      1.211         11        640:  89%|████████▉ | 464/519 [03:34<00:25,  2.19it/s]
      43/80      0.94G     0.9358      1.582     0.6209      1.211         11        640:  90%|████████▉ | 465/519 [03:34<00:20,  2.60it/s]
      43/80      0.94G     0.9356      1.581     0.6208      1.211         10        640:  90%|████████▉ | 465/519 [03:34<00:20,  2.60it/s]
      43/80      0.94G     0.9356      1.581     0.6208      1.211         10        640:  90%|████████▉ | 466/519 [03:34<00:24,  2.17it/s]
      43/80      0.94G     0.9347       1.58     0.6202      1.211         11        640:  90%|████████▉ | 466/519 [03:35<00:24,  2.17it/s]
      43/80      0.94G     0.9347       1.58     0.6202      1.211         11        640:  90%|████████▉ | 467/519 [03:35<00:20,  2.49it/s]
      43/80      0.94G     0.9346       1.58       0.62       1.21          7        640:  90%|████████▉ | 467/519 [03:35<00:20,  2.49it/s]
      43/80      0.94G     0.9346       1.58       0.62       1.21          7        640:  90%|█████████ | 468/519 [03:35<00:18,  2.79it/s]
      43/80      0.94G     0.9343      1.579     0.6195      1.211          8        640:  90%|█████████ | 468/519 [03:35<00:18,  2.79it/s]
      43/80      0.94G     0.9343      1.579     0.6195      1.211          8        640:  90%|█████████ | 469/519 [03:35<00:15,  3.20it/s]
      43/80      0.94G     0.9345      1.579     0.6198      1.211         10        640:  90%|█████████ | 469/519 [03:36<00:15,  3.20it/s]
      43/80      0.94G     0.9345      1.579     0.6198      1.211         10        640:  91%|█████████ | 470/519 [03:36<00:23,  2.05it/s]
      43/80      0.94G     0.9346      1.579     0.6199       1.21          9        640:  91%|█████████ | 470/519 [03:36<00:23,  2.05it/s]
      43/80      0.94G     0.9346      1.579     0.6199       1.21          9        640:  91%|█████████ | 471/519 [03:36<00:20,  2.31it/s]
      43/80      0.94G     0.9344      1.578     0.6195       1.21          7        640:  91%|█████████ | 471/519 [03:36<00:20,  2.31it/s]
      43/80      0.94G     0.9344      1.578     0.6195       1.21          7        640:  91%|█████████ | 472/519 [03:36<00:17,  2.65it/s]
      43/80      0.94G     0.9341      1.578     0.6194       1.21          7        640:  91%|█████████ | 472/519 [03:37<00:17,  2.65it/s]
      43/80      0.94G     0.9341      1.578     0.6194       1.21          7        640:  91%|█████████ | 473/519 [03:37<00:19,  2.32it/s]
      43/80      0.94G     0.9352      1.578     0.6196      1.211          7        640:  91%|█████████ | 473/519 [03:38<00:19,  2.32it/s]
      43/80      0.94G     0.9352      1.578     0.6196      1.211          7        640:  91%|█████████▏| 474/519 [03:38<00:25,  1.79it/s]
      43/80      0.94G      0.935      1.578     0.6193      1.211         10        640:  91%|█████████▏| 474/519 [03:38<00:25,  1.79it/s]
      43/80      0.94G      0.935      1.578     0.6193      1.211         10        640:  92%|█████████▏| 475/519 [03:38<00:20,  2.14it/s]
      43/80      0.94G     0.9349      1.578     0.6194      1.212          9        640:  92%|█████████▏| 475/519 [03:38<00:20,  2.14it/s]
      43/80      0.94G     0.9349      1.578     0.6194      1.212          9        640:  92%|█████████▏| 476/519 [03:38<00:16,  2.55it/s]
      43/80      0.94G     0.9346      1.577     0.6192      1.211         11        640:  92%|█████████▏| 476/519 [03:39<00:16,  2.55it/s]
      43/80      0.94G     0.9346      1.577     0.6192      1.211         11        640:  92%|█████████▏| 477/519 [03:39<00:18,  2.29it/s]
      43/80      0.94G     0.9346      1.577     0.6194      1.211         10        640:  92%|█████████▏| 477/519 [03:40<00:18,  2.29it/s]
      43/80      0.94G     0.9346      1.577     0.6194      1.211         10        640:  92%|█████████▏| 478/519 [03:40<00:22,  1.81it/s]
      43/80      0.94G     0.9348      1.577     0.6195      1.211         11        640:  92%|█████████▏| 478/519 [03:40<00:22,  1.81it/s]
      43/80      0.94G     0.9348      1.577     0.6195      1.211         11        640:  92%|█████████▏| 479/519 [03:40<00:17,  2.22it/s]
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      43/80      0.94G     0.9346      1.578     0.6194       1.21         10        640:  92%|█████████▏| 480/519 [03:40<00:15,  2.55it/s]
      43/80      0.94G     0.9346      1.578     0.6193      1.211          7        640:  92%|█████████▏| 480/519 [03:40<00:15,  2.55it/s]
      43/80      0.94G     0.9346      1.578     0.6193      1.211          7        640:  93%|█████████▎| 481/519 [03:40<00:13,  2.90it/s]
      43/80      0.94G     0.9348      1.578     0.6194      1.211         14        640:  93%|█████████▎| 481/519 [03:41<00:13,  2.90it/s]
      43/80      0.94G     0.9348      1.578     0.6194      1.211         14        640:  93%|█████████▎| 482/519 [03:41<00:19,  1.87it/s]
      43/80      0.94G     0.9351      1.578     0.6194      1.211         15        640:  93%|█████████▎| 482/519 [03:42<00:19,  1.87it/s]
      43/80      0.94G     0.9351      1.578     0.6194      1.211         15        640:  93%|█████████▎| 483/519 [03:42<00:15,  2.30it/s]
      43/80      0.94G     0.9349      1.578     0.6191       1.21          9        640:  93%|█████████▎| 483/519 [03:42<00:15,  2.30it/s]
      43/80      0.94G     0.9349      1.578     0.6191       1.21          9        640:  93%|█████████▎| 484/519 [03:42<00:13,  2.65it/s]
      43/80      0.94G     0.9348      1.577     0.6188       1.21          8        640:  93%|█████████▎| 484/519 [03:42<00:13,  2.65it/s]
      43/80      0.94G     0.9348      1.577     0.6188       1.21          8        640:  93%|█████████▎| 485/519 [03:42<00:12,  2.69it/s]
      43/80      0.94G     0.9349      1.577     0.6188       1.21         14        640:  93%|█████████▎| 485/519 [03:43<00:12,  2.69it/s]
      43/80      0.94G     0.9349      1.577     0.6188       1.21         14        640:  94%|█████████▎| 486/519 [03:43<00:15,  2.11it/s]
      43/80      0.94G     0.9348      1.578     0.6189       1.21         12        640:  94%|█████████▎| 486/519 [03:43<00:15,  2.11it/s]
      43/80      0.94G     0.9348      1.578     0.6189       1.21         12        640:  94%|█████████▍| 487/519 [03:43<00:13,  2.36it/s]
      43/80      0.94G     0.9345      1.578     0.6187       1.21         11        640:  94%|█████████▍| 487/519 [03:44<00:13,  2.36it/s]
      43/80      0.94G     0.9345      1.578     0.6187       1.21         11        640:  94%|█████████▍| 488/519 [03:44<00:18,  1.71it/s]
      43/80      0.94G     0.9338      1.577     0.6182       1.21          6        640:  94%|█████████▍| 488/519 [03:44<00:18,  1.71it/s]
      43/80      0.94G     0.9338      1.577     0.6182       1.21          6        640:  94%|█████████▍| 489/519 [03:44<00:14,  2.00it/s]
      43/80      0.94G     0.9351      1.578     0.6192      1.211          8        640:  94%|█████████▍| 489/519 [03:45<00:14,  2.00it/s]
      43/80      0.94G     0.9351      1.578     0.6192      1.211          8        640:  94%|█████████▍| 490/519 [03:45<00:12,  2.28it/s]
      43/80      0.94G     0.9354      1.577     0.6192      1.211         14        640:  94%|█████████▍| 490/519 [03:45<00:12,  2.28it/s]
      43/80      0.94G     0.9354      1.577     0.6192      1.211         14        640:  95%|█████████▍| 491/519 [03:45<00:10,  2.55it/s]
      43/80      0.94G     0.9356      1.577     0.6189      1.211         11        640:  95%|█████████▍| 491/519 [03:46<00:10,  2.55it/s]
      43/80      0.94G     0.9356      1.577     0.6189      1.211         11        640:  95%|█████████▍| 492/519 [03:46<00:14,  1.87it/s]
      43/80      0.94G     0.9357      1.577     0.6185      1.212          9        640:  95%|█████████▍| 492/519 [03:47<00:14,  1.87it/s]
      43/80      0.94G     0.9357      1.577     0.6185      1.212          9        640:  95%|█████████▍| 493/519 [03:47<00:18,  1.43it/s]
      43/80      0.94G     0.9363      1.578     0.6186      1.212          9        640:  95%|█████████▍| 493/519 [03:47<00:18,  1.43it/s]
      43/80      0.94G     0.9363      1.578     0.6186      1.212          9        640:  95%|█████████▌| 494/519 [03:47<00:13,  1.80it/s]
      43/80      0.94G     0.9366      1.578     0.6186      1.212         13        640:  95%|█████████▌| 494/519 [03:47<00:13,  1.80it/s]
      43/80      0.94G     0.9366      1.578     0.6186      1.212         13        640:  95%|█████████▌| 495/519 [03:47<00:11,  2.18it/s]
      43/80      0.94G     0.9366      1.578     0.6187      1.212          9        640:  95%|█████████▌| 495/519 [03:48<00:11,  2.18it/s]
      43/80      0.94G     0.9366      1.578     0.6187      1.212          9        640:  96%|█████████▌| 496/519 [03:48<00:08,  2.56it/s]
      43/80      0.94G     0.9362      1.578     0.6187      1.212          7        640:  96%|█████████▌| 496/519 [03:49<00:08,  2.56it/s]
      43/80      0.94G     0.9362      1.578     0.6187      1.212          7        640:  96%|█████████▌| 497/519 [03:49<00:14,  1.55it/s]
      43/80      0.94G     0.9366      1.577     0.6187      1.212          8        640:  96%|█████████▌| 497/519 [03:49<00:14,  1.55it/s]
      43/80      0.94G     0.9366      1.577     0.6187      1.212          8        640:  96%|█████████▌| 498/519 [03:49<00:11,  1.91it/s]
      43/80      0.94G     0.9363      1.577     0.6186      1.212         10        640:  96%|█████████▌| 498/519 [03:50<00:11,  1.91it/s]
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      43/80      0.94G     0.9362      1.577     0.6184      1.212         12        640:  96%|█████████▌| 499/519 [03:50<00:09,  2.11it/s]
      43/80      0.94G     0.9362      1.577     0.6184      1.212         12        640:  96%|█████████▋| 500/519 [03:50<00:07,  2.56it/s]
      43/80      0.94G     0.9361      1.579     0.6187      1.212          9        640:  96%|█████████▋| 500/519 [03:51<00:07,  2.56it/s]
      43/80      0.94G     0.9361      1.579     0.6187      1.212          9        640:  97%|█████████▋| 501/519 [03:51<00:12,  1.45it/s]
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      43/80      0.94G     0.9363      1.579     0.6186      1.212         15        640:  97%|█████████▋| 502/519 [03:51<00:09,  1.80it/s]
      43/80      0.94G     0.9365       1.58     0.6185      1.212          9        640:  97%|█████████▋| 502/519 [03:52<00:09,  1.80it/s]
      43/80      0.94G     0.9365       1.58     0.6185      1.212          9        640:  97%|█████████▋| 503/519 [03:52<00:07,  2.10it/s]
      43/80      0.94G      0.936       1.58     0.6186      1.212         10        640:  97%|█████████▋| 503/519 [03:52<00:07,  2.10it/s]
      43/80      0.94G      0.936       1.58     0.6186      1.212         10        640:  97%|█████████▋| 504/519 [03:52<00:06,  2.48it/s]
      43/80      0.94G     0.9359       1.58     0.6184      1.212          6        640:  97%|█████████▋| 504/519 [03:53<00:06,  2.48it/s]
      43/80      0.94G     0.9359       1.58     0.6184      1.212          6        640:  97%|█████████▋| 505/519 [03:53<00:08,  1.60it/s]
      43/80      0.94G     0.9355       1.58     0.6181      1.212         10        640:  97%|█████████▋| 505/519 [03:53<00:08,  1.60it/s]
      43/80      0.94G     0.9355       1.58     0.6181      1.212         10        640:  97%|█████████▋| 506/519 [03:53<00:06,  1.96it/s]
      43/80      0.94G     0.9355      1.579      0.618      1.212         11        640:  97%|█████████▋| 506/519 [03:54<00:06,  1.96it/s]
      43/80      0.94G     0.9355      1.579      0.618      1.212         11        640:  98%|█████████▊| 507/519 [03:54<00:05,  2.12it/s]
      43/80      0.94G     0.9361       1.58     0.6184      1.212          8        640:  98%|█████████▊| 507/519 [03:54<00:05,  2.12it/s]
      43/80      0.94G     0.9361       1.58     0.6184      1.212          8        640:  98%|█████████▊| 508/519 [03:54<00:04,  2.48it/s]
      43/80      0.94G     0.9361      1.579     0.6181      1.212          8        640:  98%|█████████▊| 508/519 [03:55<00:04,  2.48it/s]
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      43/80      0.94G     0.9359      1.579     0.6188      1.212         11        640:  98%|█████████▊| 509/519 [03:55<00:05,  1.73it/s]
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      43/80      0.94G     0.9358      1.579     0.6188      1.211         14        640:  98%|█████████▊| 510/519 [03:55<00:04,  2.10it/s]
      43/80      0.94G     0.9358      1.579     0.6188      1.211         14        640:  98%|█████████▊| 511/519 [03:55<00:03,  2.49it/s]
      43/80      0.94G     0.9358       1.58     0.6189      1.211         11        640:  98%|█████████▊| 511/519 [03:56<00:03,  2.49it/s]
      43/80      0.94G     0.9358       1.58     0.6189      1.211         11        640:  99%|█████████▊| 512/519 [03:56<00:02,  2.89it/s]
      43/80      0.94G     0.9355      1.579     0.6187      1.211         10        640:  99%|█████████▊| 512/519 [03:56<00:02,  2.89it/s]
      43/80      0.94G     0.9355      1.579     0.6187      1.211         10        640:  99%|█████████▉| 513/519 [03:56<00:02,  2.18it/s]
      43/80      0.94G      0.936       1.58     0.6189      1.211          9        640:  99%|█████████▉| 513/519 [03:56<00:02,  2.18it/s]
      43/80      0.94G      0.936       1.58     0.6189      1.211          9        640:  99%|█████████▉| 514/519 [03:56<00:01,  2.66it/s]
      43/80      0.94G     0.9367       1.58     0.6194      1.212          8        640:  99%|█████████▉| 514/519 [03:57<00:01,  2.66it/s]
      43/80      0.94G     0.9367       1.58     0.6194      1.212          8        640:  99%|█████████▉| 515/519 [03:57<00:01,  3.15it/s]
      43/80      0.94G     0.9365      1.579     0.6191      1.211          8        640:  99%|█████████▉| 515/519 [03:57<00:01,  3.15it/s]
      43/80      0.94G     0.9365      1.579     0.6191      1.211          8        640:  99%|█████████▉| 516/519 [03:57<00:00,  3.80it/s]
      43/80      0.94G     0.9363      1.579      0.619      1.211          9        640:  99%|█████████▉| 516/519 [03:57<00:00,  3.80it/s]
      43/80      0.94G     0.9363      1.579      0.619      1.211          9        640: 100%|█████████▉| 517/519 [03:57<00:00,  3.59it/s]
      43/80      0.94G     0.9366      1.579      0.619      1.211         13        640: 100%|█████████▉| 517/519 [03:57<00:00,  3.59it/s]
      43/80      0.94G     0.9365      1.578     0.6189      1.211          7        640: 100%|█████████▉| 517/519 [03:57<00:00,  3.59it/s]
      43/80      0.94G     0.9365      1.578     0.6189      1.211          7        640: 100%|██████████| 519/519 [03:57<00:00,  5.40it/s]
      43/80      0.94G     0.9365      1.578     0.6189      1.211          7        640: 100%|██████████| 519/519 [03:57<00:00,  2.18it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:41,  6.28s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:55,  2.78s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:06<01:42,  1.66s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:11,  1.17s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:56,  1.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:49,  1.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:42,  1.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:37,  1.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:09<00:32,  1.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:27,  2.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:24,  2.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:24,  2.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:24,  2.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:24,  2.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:25,  1.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:24,  1.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:24,  1.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:25,  1.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:25,  1.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:23,  1.76it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  2.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:17,  2.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:17<00:14,  2.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.57it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.65it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:18<00:04,  6.40it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  7.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:04,  6.42it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:04,  6.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  6.84it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:04,  6.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.24it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:20<00:03,  6.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.31it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  7.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:21<00:01,  7.42it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  82%|████████▏ | 53/65 [00:21<00:01,  8.50it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  9.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.47it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.82it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.79it/s]
-                   all        519        519      0.972      0.949      0.982      0.749      0.978      0.952      0.987      0.723
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
      44/80      0.94G     0.7808      1.791     0.4555      1.255          7        640:   0%|          | 0/519 [00:02<?, ?it/s]
      44/80      0.94G     0.7808      1.791     0.4555      1.255          7        640:   0%|          | 1/519 [00:02<23:18,  2.70s/it]
      44/80      0.94G     0.9837      1.699      0.487      1.304          9        640:   0%|          | 1/519 [00:02<23:18,  2.70s/it]
      44/80      0.94G     0.9837      1.699      0.487      1.304          9        640:   0%|          | 2/519 [00:02<10:42,  1.24s/it]
      44/80      0.94G      1.068      1.563     0.5695       1.26          7        640:   0%|          | 2/519 [00:03<10:42,  1.24s/it]
      44/80      0.94G      1.068      1.563     0.5695       1.26          7        640:   1%|          | 3/519 [00:03<06:42,  1.28it/s]
      44/80      0.94G      1.082      1.544     0.6231      1.298         10        640:   1%|          | 3/519 [00:03<06:42,  1.28it/s]
      44/80      0.94G      1.082      1.544     0.6231      1.298         10        640:   1%|          | 4/519 [00:03<04:51,  1.77it/s]
      44/80      0.94G     0.9887       1.51     0.6149      1.284          6        640:   1%|          | 4/519 [00:04<04:51,  1.77it/s]
      44/80      0.94G     0.9887       1.51     0.6149      1.284          6        640:   1%|          | 5/519 [00:04<06:52,  1.25it/s]
      44/80      0.94G     0.9397       1.48       0.59       1.25         13        640:   1%|          | 5/519 [00:04<06:52,  1.25it/s]
      44/80      0.94G     0.9397       1.48       0.59       1.25         13        640:   1%|          | 6/519 [00:04<05:14,  1.63it/s]
      44/80      0.94G     0.9183       1.44     0.5775      1.231         11        640:   1%|          | 6/519 [00:05<05:14,  1.63it/s]
      44/80      0.94G     0.9183       1.44     0.5775      1.231         11        640:   1%|▏         | 7/519 [00:05<04:11,  2.04it/s]
      44/80      0.94G     0.9216      1.484     0.5984      1.275          6        640:   1%|▏         | 7/519 [00:05<04:11,  2.04it/s]
      44/80      0.94G     0.9216      1.484     0.5984      1.275          6        640:   2%|▏         | 8/519 [00:05<03:30,  2.42it/s]
      44/80      0.94G     0.9156      1.505     0.6027      1.264         14        640:   2%|▏         | 8/519 [00:06<03:30,  2.42it/s]
      44/80      0.94G     0.9156      1.505     0.6027      1.264         14        640:   2%|▏         | 9/519 [00:06<05:40,  1.50it/s]
      44/80      0.94G     0.9096      1.523     0.5924      1.249         12        640:   2%|▏         | 9/519 [00:06<05:40,  1.50it/s]
      44/80      0.94G     0.9096      1.523     0.5924      1.249         12        640:   2%|▏         | 10/519 [00:06<04:26,  1.91it/s]
      44/80      0.94G     0.8934      1.543     0.5912      1.232         12        640:   2%|▏         | 10/519 [00:07<04:26,  1.91it/s]
      44/80      0.94G     0.8934      1.543     0.5912      1.232         12        640:   2%|▏         | 11/519 [00:07<04:18,  1.97it/s]
      44/80      0.94G     0.9189      1.585     0.6161      1.249          6        640:   2%|▏         | 11/519 [00:07<04:18,  1.97it/s]
      44/80      0.94G     0.9189      1.585     0.6161      1.249          6        640:   2%|▏         | 12/519 [00:07<03:45,  2.24it/s]
      44/80      0.94G     0.9147      1.581     0.6361      1.249          9        640:   2%|▏         | 12/519 [00:08<03:45,  2.24it/s]
      44/80      0.94G     0.9147      1.581     0.6361      1.249          9        640:   3%|▎         | 13/519 [00:08<05:56,  1.42it/s]
      44/80      0.94G     0.9157      1.563     0.6274       1.24          9        640:   3%|▎         | 13/519 [00:09<05:56,  1.42it/s]
      44/80      0.94G     0.9157      1.563     0.6274       1.24          9        640:   3%|▎         | 14/519 [00:09<04:46,  1.76it/s]
      44/80      0.94G     0.9173      1.552     0.6229      1.228         13        640:   3%|▎         | 14/519 [00:09<04:46,  1.76it/s]
      44/80      0.94G     0.9173      1.552     0.6229      1.228         13        640:   3%|▎         | 15/519 [00:09<03:51,  2.18it/s]
      44/80      0.94G     0.9068      1.524     0.6124      1.221          8        640:   3%|▎         | 15/519 [00:09<03:51,  2.18it/s]
      44/80      0.94G     0.9068      1.524     0.6124      1.221          8        640:   3%|▎         | 16/519 [00:09<03:23,  2.48it/s]
      44/80      0.94G     0.8981      1.529     0.6077      1.215         10        640:   3%|▎         | 16/519 [00:10<03:23,  2.48it/s]
      44/80      0.94G     0.8981      1.529     0.6077      1.215         10        640:   3%|▎         | 17/519 [00:10<04:45,  1.76it/s]
      44/80      0.94G     0.9108      1.548     0.6239      1.221          9        640:   3%|▎         | 17/519 [00:10<04:45,  1.76it/s]
      44/80      0.94G     0.9108      1.548     0.6239      1.221          9        640:   3%|▎         | 18/519 [00:10<03:51,  2.16it/s]
      44/80      0.94G     0.9076       1.54     0.6195       1.22          8        640:   3%|▎         | 18/519 [00:10<03:51,  2.16it/s]
      44/80      0.94G     0.9076       1.54     0.6195       1.22          8        640:   4%|▎         | 19/519 [00:10<03:11,  2.61it/s]
      44/80      0.94G     0.9051      1.549      0.637      1.223         10        640:   4%|▎         | 19/519 [00:11<03:11,  2.61it/s]
      44/80      0.94G     0.9051      1.549      0.637      1.223         10        640:   4%|▍         | 20/519 [00:11<02:46,  2.99it/s]
      44/80      0.94G     0.9046      1.541     0.6294      1.214         15        640:   4%|▍         | 20/519 [00:12<02:46,  2.99it/s]
      44/80      0.94G     0.9046      1.541     0.6294      1.214         15        640:   4%|▍         | 21/519 [00:12<05:19,  1.56it/s]
      44/80      0.94G     0.9145      1.561     0.6354      1.221          9        640:   4%|▍         | 21/519 [00:12<05:19,  1.56it/s]
      44/80      0.94G     0.9145      1.561     0.6354      1.221          9        640:   4%|▍         | 22/519 [00:12<04:24,  1.88it/s]
      44/80      0.94G      0.929      1.576     0.6411       1.23         10        640:   4%|▍         | 22/519 [00:13<04:24,  1.88it/s]
      44/80      0.94G      0.929      1.576     0.6411       1.23         10        640:   4%|▍         | 23/519 [00:13<03:44,  2.21it/s]
      44/80      0.94G     0.9158      1.568     0.6291      1.219          8        640:   4%|▍         | 23/519 [00:13<03:44,  2.21it/s]
      44/80      0.94G     0.9158      1.568     0.6291      1.219          8        640:   5%|▍         | 24/519 [00:13<03:05,  2.67it/s]
      44/80      0.94G      0.929      1.581     0.6342      1.228          9        640:   5%|▍         | 24/519 [00:14<03:05,  2.67it/s]
      44/80      0.94G      0.929      1.581     0.6342      1.228          9        640:   5%|▍         | 25/519 [00:14<04:07,  1.99it/s]
      44/80      0.94G     0.9451      1.589     0.6413      1.245         11        640:   5%|▍         | 25/519 [00:14<04:07,  1.99it/s]
      44/80      0.94G     0.9451      1.589     0.6413      1.245         11        640:   5%|▌         | 26/519 [00:14<03:23,  2.42it/s]
      44/80      0.94G     0.9328      1.576     0.6338      1.237         11        640:   5%|▌         | 26/519 [00:14<03:23,  2.42it/s]
      44/80      0.94G     0.9328      1.576     0.6338      1.237         11        640:   5%|▌         | 27/519 [00:14<02:57,  2.78it/s]
      44/80      0.94G     0.9491      1.577     0.6338      1.252          9        640:   5%|▌         | 27/519 [00:14<02:57,  2.78it/s]
      44/80      0.94G     0.9491      1.577     0.6338      1.252          9        640:   5%|▌         | 28/519 [00:14<02:43,  2.99it/s]
      44/80      0.94G     0.9497      1.573     0.6327      1.249         12        640:   5%|▌         | 28/519 [00:16<02:43,  2.99it/s]
      44/80      0.94G     0.9497      1.573     0.6327      1.249         12        640:   6%|▌         | 29/519 [00:16<05:30,  1.48it/s]
      44/80      0.94G     0.9542      1.604     0.6493      1.248          8        640:   6%|▌         | 29/519 [00:16<05:30,  1.48it/s]
      44/80      0.94G     0.9542      1.604     0.6493      1.248          8        640:   6%|▌         | 30/519 [00:16<04:30,  1.81it/s]
      44/80      0.94G     0.9555       1.63     0.6469       1.25         10        640:   6%|▌         | 30/519 [00:16<04:30,  1.81it/s]
      44/80      0.94G     0.9555       1.63     0.6469       1.25         10        640:   6%|▌         | 31/519 [00:16<03:41,  2.20it/s]
      44/80      0.94G     0.9513      1.638     0.6432      1.246          6        640:   6%|▌         | 31/519 [00:17<03:41,  2.20it/s]
      44/80      0.94G     0.9513      1.638     0.6432      1.246          6        640:   6%|▌         | 32/519 [00:17<03:19,  2.44it/s]
      44/80      0.94G     0.9476       1.63     0.6391      1.245         10        640:   6%|▌         | 32/519 [00:17<03:19,  2.44it/s]
      44/80      0.94G     0.9476       1.63     0.6391      1.245         10        640:   6%|▋         | 33/519 [00:17<04:28,  1.81it/s]
      44/80      0.94G     0.9491      1.634     0.6344      1.244         11        640:   6%|▋         | 33/519 [00:18<04:28,  1.81it/s]
      44/80      0.94G     0.9491      1.634     0.6344      1.244         11        640:   7%|▋         | 34/519 [00:18<03:41,  2.19it/s]
      44/80      0.94G     0.9413      1.612     0.6266      1.237         10        640:   7%|▋         | 34/519 [00:18<03:41,  2.19it/s]
      44/80      0.94G     0.9413      1.612     0.6266      1.237         10        640:   7%|▋         | 35/519 [00:18<03:05,  2.60it/s]
      44/80      0.94G     0.9377      1.604      0.622      1.237         14        640:   7%|▋         | 35/519 [00:18<03:05,  2.60it/s]
      44/80      0.94G     0.9377      1.604      0.622      1.237         14        640:   7%|▋         | 36/519 [00:18<02:59,  2.68it/s]
      44/80      0.94G     0.9379      1.604     0.6245      1.238          7        640:   7%|▋         | 36/519 [00:19<02:59,  2.68it/s]
      44/80      0.94G     0.9379      1.604     0.6245      1.238          7        640:   7%|▋         | 37/519 [00:19<03:36,  2.22it/s]
      44/80      0.94G     0.9521      1.607     0.6315      1.241          6        640:   7%|▋         | 37/519 [00:19<03:36,  2.22it/s]
      44/80      0.94G     0.9521      1.607     0.6315      1.241          6        640:   7%|▋         | 38/519 [00:19<03:13,  2.49it/s]
      44/80      0.94G     0.9433      1.597     0.6268      1.238          7        640:   7%|▋         | 38/519 [00:19<03:13,  2.49it/s]
      44/80      0.94G     0.9433      1.597     0.6268      1.238          7        640:   8%|▊         | 39/519 [00:19<02:50,  2.82it/s]
      44/80      0.94G     0.9419      1.588     0.6211       1.24          8        640:   8%|▊         | 39/519 [00:21<02:50,  2.82it/s]
      44/80      0.94G     0.9419      1.588     0.6211       1.24          8        640:   8%|▊         | 40/519 [00:21<04:40,  1.71it/s]
      44/80      0.94G     0.9444      1.586     0.6236       1.24          9        640:   8%|▊         | 40/519 [00:21<04:40,  1.71it/s]
      44/80      0.94G     0.9444      1.586     0.6236       1.24          9        640:   8%|▊         | 41/519 [00:21<04:05,  1.94it/s]
      44/80      0.94G     0.9486      1.575     0.6236       1.24          8        640:   8%|▊         | 41/519 [00:21<04:05,  1.94it/s]
      44/80      0.94G     0.9486      1.575     0.6236       1.24          8        640:   8%|▊         | 42/519 [00:21<03:21,  2.37it/s]
      44/80      0.94G      0.946      1.577     0.6248      1.237         12        640:   8%|▊         | 42/519 [00:21<03:21,  2.37it/s]
      44/80      0.94G      0.946      1.577     0.6248      1.237         12        640:   8%|▊         | 43/519 [00:21<02:55,  2.71it/s]
      44/80      0.94G     0.9447      1.575     0.6222      1.233         14        640:   8%|▊         | 43/519 [00:23<02:55,  2.71it/s]
      44/80      0.94G     0.9447      1.575     0.6222      1.233         14        640:   8%|▊         | 44/519 [00:23<05:09,  1.54it/s]
      44/80      0.94G     0.9452      1.573     0.6202       1.23         10        640:   8%|▊         | 44/519 [00:23<05:09,  1.54it/s]
      44/80      0.94G     0.9452      1.573     0.6202       1.23         10        640:   9%|▊         | 45/519 [00:23<04:19,  1.83it/s]
      44/80      0.94G     0.9445      1.571     0.6198       1.23         12        640:   9%|▊         | 45/519 [00:23<04:19,  1.83it/s]
      44/80      0.94G     0.9445      1.571     0.6198       1.23         12        640:   9%|▉         | 46/519 [00:23<03:28,  2.26it/s]
      44/80      0.94G     0.9373      1.562     0.6168      1.225         10        640:   9%|▉         | 46/519 [00:23<03:28,  2.26it/s]
      44/80      0.94G     0.9373      1.562     0.6168      1.225         10        640:   9%|▉         | 47/519 [00:23<02:55,  2.68it/s]
      44/80      0.94G     0.9362      1.566     0.6145      1.224         12        640:   9%|▉         | 47/519 [00:24<02:55,  2.68it/s]
      44/80      0.94G     0.9362      1.566     0.6145      1.224         12        640:   9%|▉         | 48/519 [00:24<04:41,  1.67it/s]
      44/80      0.94G     0.9372      1.573     0.6129      1.222         12        640:   9%|▉         | 48/519 [00:25<04:41,  1.67it/s]
      44/80      0.94G     0.9372      1.573     0.6129      1.222         12        640:   9%|▉         | 49/519 [00:25<04:21,  1.80it/s]
      44/80      0.94G     0.9317      1.566     0.6091       1.22          9        640:   9%|▉         | 49/519 [00:25<04:21,  1.80it/s]
      44/80      0.94G     0.9317      1.566     0.6091       1.22          9        640:  10%|▉         | 50/519 [00:25<03:30,  2.23it/s]
      44/80      0.94G     0.9322      1.569     0.6119      1.218          9        640:  10%|▉         | 50/519 [00:25<03:30,  2.23it/s]
      44/80      0.94G     0.9322      1.569     0.6119      1.218          9        640:  10%|▉         | 51/519 [00:25<03:05,  2.53it/s]
      44/80      0.94G     0.9341      1.575     0.6174      1.219          9        640:  10%|▉         | 51/519 [00:26<03:05,  2.53it/s]
      44/80      0.94G     0.9341      1.575     0.6174      1.219          9        640:  10%|█         | 52/519 [00:26<02:50,  2.73it/s]
      44/80      0.94G     0.9393      1.575     0.6194      1.219         12        640:  10%|█         | 52/519 [00:26<02:50,  2.73it/s]
      44/80      0.94G     0.9393      1.575     0.6194      1.219         12        640:  10%|█         | 53/519 [00:26<03:47,  2.05it/s]
      44/80      0.94G     0.9365      1.571     0.6173      1.217          9        640:  10%|█         | 53/519 [00:27<03:47,  2.05it/s]
      44/80      0.94G     0.9365      1.571     0.6173      1.217          9        640:  10%|█         | 54/519 [00:27<03:02,  2.55it/s]
      44/80      0.94G     0.9317      1.563     0.6153      1.213         14        640:  10%|█         | 54/519 [00:27<03:02,  2.55it/s]
      44/80      0.94G     0.9317      1.563     0.6153      1.213         14        640:  11%|█         | 55/519 [00:27<02:40,  2.89it/s]
      44/80      0.94G     0.9267      1.565     0.6141       1.21          7        640:  11%|█         | 55/519 [00:27<02:40,  2.89it/s]
      44/80      0.94G     0.9267      1.565     0.6141       1.21          7        640:  11%|█         | 56/519 [00:27<02:24,  3.20it/s]
      44/80      0.94G      0.927      1.562     0.6125      1.212          9        640:  11%|█         | 56/519 [00:28<02:24,  3.20it/s]
      44/80      0.94G      0.927      1.562     0.6125      1.212          9        640:  11%|█         | 57/519 [00:28<03:37,  2.12it/s]
      44/80      0.94G     0.9308      1.566     0.6152      1.212         12        640:  11%|█         | 57/519 [00:28<03:37,  2.12it/s]
      44/80      0.94G     0.9308      1.566     0.6152      1.212         12        640:  11%|█         | 58/519 [00:28<03:00,  2.56it/s]
      44/80      0.94G     0.9359      1.566     0.6142      1.217          9        640:  11%|█         | 58/519 [00:28<03:00,  2.56it/s]
      44/80      0.94G     0.9359      1.566     0.6142      1.217          9        640:  11%|█▏        | 59/519 [00:28<02:39,  2.89it/s]
      44/80      0.94G     0.9377      1.561     0.6153       1.22          9        640:  11%|█▏        | 59/519 [00:29<02:39,  2.89it/s]
      44/80      0.94G     0.9377      1.561     0.6153       1.22          9        640:  12%|█▏        | 60/519 [00:29<02:33,  2.99it/s]
      44/80      0.94G     0.9389      1.561     0.6164       1.22         10        640:  12%|█▏        | 60/519 [00:30<02:33,  2.99it/s]
      44/80      0.94G     0.9389      1.561     0.6164       1.22         10        640:  12%|█▏        | 61/519 [00:30<03:45,  2.03it/s]
      44/80      0.94G     0.9455       1.57     0.6196      1.222         12        640:  12%|█▏        | 61/519 [00:30<03:45,  2.03it/s]
      44/80      0.94G     0.9455       1.57     0.6196      1.222         12        640:  12%|█▏        | 62/519 [00:30<03:05,  2.47it/s]
      44/80      0.94G     0.9443      1.564     0.6191      1.221         14        640:  12%|█▏        | 62/519 [00:30<03:05,  2.47it/s]
      44/80      0.94G     0.9443      1.564     0.6191      1.221         14        640:  12%|█▏        | 63/519 [00:30<02:41,  2.83it/s]
      44/80      0.94G     0.9443      1.564     0.6205       1.22         12        640:  12%|█▏        | 63/519 [00:31<02:41,  2.83it/s]
      44/80      0.94G     0.9443      1.564     0.6205       1.22         12        640:  12%|█▏        | 64/519 [00:31<03:05,  2.45it/s]
      44/80      0.94G      0.945      1.564     0.6185      1.221         15        640:  12%|█▏        | 64/519 [00:31<03:05,  2.45it/s]
      44/80      0.94G      0.945      1.564     0.6185      1.221         15        640:  13%|█▎        | 65/519 [00:31<02:56,  2.57it/s]
      44/80      0.94G     0.9465      1.572      0.621      1.222         11        640:  13%|█▎        | 65/519 [00:31<02:56,  2.57it/s]
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      44/80      0.94G     0.9461       1.57     0.6187      1.218          8        640:  13%|█▎        | 66/519 [00:31<02:35,  2.92it/s]
      44/80      0.94G     0.9461       1.57     0.6187      1.218          8        640:  13%|█▎        | 67/519 [00:31<02:20,  3.22it/s]
      44/80      0.94G     0.9454      1.569     0.6168      1.217         14        640:  13%|█▎        | 67/519 [00:33<02:20,  3.22it/s]
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      44/80      0.94G     0.9452      1.571     0.6163      1.217         12        640:  13%|█▎        | 68/519 [00:33<04:57,  1.52it/s]
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      44/80      0.94G     0.9473      1.574     0.6164      1.222          7        640:  13%|█▎        | 69/519 [00:33<03:59,  1.88it/s]
      44/80      0.94G     0.9473      1.574     0.6164      1.222          7        640:  13%|█▎        | 70/519 [00:33<03:23,  2.21it/s]
      44/80      0.94G     0.9473      1.571     0.6159      1.223          7        640:  13%|█▎        | 70/519 [00:34<03:23,  2.21it/s]
      44/80      0.94G     0.9473      1.571     0.6159      1.223          7        640:  14%|█▎        | 71/519 [00:34<02:50,  2.62it/s]
      44/80      0.94G      0.953      1.572      0.615      1.228          7        640:  14%|█▎        | 71/519 [00:35<02:50,  2.62it/s]
      44/80      0.94G      0.953      1.572      0.615      1.228          7        640:  14%|█▍        | 72/519 [00:35<05:03,  1.47it/s]
      44/80      0.94G     0.9536      1.576     0.6163       1.23         10        640:  14%|█▍        | 72/519 [00:35<05:03,  1.47it/s]
      44/80      0.94G     0.9536      1.576     0.6163       1.23         10        640:  14%|█▍        | 73/519 [00:35<03:54,  1.90it/s]
      44/80      0.94G     0.9563      1.581     0.6182      1.235         12        640:  14%|█▍        | 73/519 [00:35<03:54,  1.90it/s]
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      44/80      0.94G     0.9592      1.586     0.6196      1.236         13        640:  14%|█▍        | 74/519 [00:36<03:08,  2.37it/s]
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      44/80      0.94G     0.9602       1.59     0.6225      1.236         11        640:  14%|█▍        | 75/519 [00:37<02:50,  2.61it/s]
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      44/80      0.94G      0.965      1.589     0.6233      1.238          8        640:  15%|█▍        | 76/519 [00:37<05:09,  1.43it/s]
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      44/80      0.94G     0.9633      1.582     0.6253      1.237         10        640:  15%|█▍        | 77/519 [00:37<04:04,  1.81it/s]
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      44/80      0.94G     0.9633       1.58     0.6266      1.239          7        640:  15%|█▌        | 78/519 [00:38<03:21,  2.19it/s]
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      44/80      0.94G     0.9598      1.579     0.6255      1.236          9        640:  15%|█▌        | 79/519 [00:39<02:56,  2.49it/s]
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      44/80      0.94G     0.9562      1.581      0.622      1.234         12        640:  16%|█▌        | 81/519 [00:39<03:37,  2.02it/s]
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      44/80      0.94G     0.9477      1.597       0.63      1.239         10        640:  29%|██▉       | 150/519 [01:09<03:29,  1.76it/s]
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      44/80      0.94G     0.9457      1.598      0.629      1.238         13        640:  29%|██▉       | 152/519 [01:10<02:54,  2.11it/s]
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      44/80      0.94G     0.9455      1.595     0.6287      1.237          9        640:  29%|██▉       | 153/519 [01:11<02:29,  2.46it/s]
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      44/80      0.94G     0.9487      1.596     0.6303      1.239         10        640:  30%|███       | 156/519 [01:12<02:44,  2.20it/s]
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      44/80      0.94G     0.9495      1.595     0.6303       1.24         15        640:  30%|███       | 157/519 [01:13<02:42,  2.23it/s]
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      44/80      0.94G     0.9483      1.592      0.629      1.239          8        640:  30%|███       | 158/519 [01:13<03:32,  1.70it/s]
      44/80      0.94G     0.9483      1.592      0.629      1.239          8        640:  31%|███       | 159/519 [01:13<02:54,  2.06it/s]
      44/80      0.94G      0.947      1.588     0.6278      1.238         14        640:  31%|███       | 159/519 [01:14<02:54,  2.06it/s]
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      44/80      0.94G     0.9478      1.589     0.6276      1.239         13        640:  31%|███       | 160/519 [01:14<02:56,  2.03it/s]
      44/80      0.94G     0.9478      1.589     0.6276      1.239         13        640:  31%|███       | 161/519 [01:14<02:55,  2.04it/s]
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      44/80      0.94G     0.9474      1.589     0.6273      1.238         13        640:  31%|███       | 162/519 [01:15<02:30,  2.38it/s]
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      44/80      0.94G      0.945      1.586      0.626      1.236          9        640:  31%|███▏      | 163/519 [01:16<02:09,  2.75it/s]
      44/80      0.94G      0.945      1.586      0.626      1.236          9        640:  32%|███▏      | 164/519 [01:16<03:33,  1.66it/s]
      44/80      0.94G     0.9442      1.584     0.6254      1.235         10        640:  32%|███▏      | 164/519 [01:16<03:33,  1.66it/s]
      44/80      0.94G     0.9442      1.584     0.6254      1.235         10        640:  32%|███▏      | 165/519 [01:16<02:53,  2.04it/s]
      44/80      0.94G     0.9433      1.585      0.626      1.234         12        640:  32%|███▏      | 165/519 [01:16<02:53,  2.04it/s]
      44/80      0.94G     0.9433      1.585      0.626      1.234         12        640:  32%|███▏      | 166/519 [01:16<02:29,  2.37it/s]
      44/80      0.94G     0.9424      1.582     0.6246      1.234         11        640:  32%|███▏      | 166/519 [01:16<02:29,  2.37it/s]
      44/80      0.94G     0.9424      1.582     0.6246      1.234         11        640:  32%|███▏      | 167/519 [01:16<02:05,  2.81it/s]
      44/80      0.94G     0.9415      1.582     0.6243      1.233         13        640:  32%|███▏      | 167/519 [01:18<02:05,  2.81it/s]
      44/80      0.94G     0.9415      1.582     0.6243      1.233         13        640:  32%|███▏      | 168/519 [01:18<03:59,  1.47it/s]
      44/80      0.94G     0.9423      1.581     0.6247      1.233         10        640:  32%|███▏      | 168/519 [01:18<03:59,  1.47it/s]
      44/80      0.94G     0.9423      1.581     0.6247      1.233         10        640:  33%|███▎      | 169/519 [01:18<03:43,  1.57it/s]
      44/80      0.94G     0.9408      1.577     0.6237      1.232          9        640:  33%|███▎      | 169/519 [01:19<03:43,  1.57it/s]
      44/80      0.94G     0.9408      1.577     0.6237      1.232          9        640:  33%|███▎      | 170/519 [01:19<02:58,  1.96it/s]
      44/80      0.94G     0.9398      1.576     0.6227      1.232          8        640:  33%|███▎      | 170/519 [01:19<02:58,  1.96it/s]
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      44/80      0.94G      0.937      1.574     0.6224       1.23         13        640:  33%|███▎      | 172/519 [01:20<03:51,  1.50it/s]
      44/80      0.94G      0.937      1.574     0.6224       1.23         13        640:  33%|███▎      | 173/519 [01:20<03:05,  1.87it/s]
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      44/80      0.94G     0.9412       1.58     0.6274       1.23          8        640:  35%|███▌      | 183/519 [01:25<01:40,  3.33it/s]
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      44/80      0.94G     0.9409      1.579     0.6266      1.229          6        640:  36%|███▌      | 185/519 [01:26<02:31,  2.21it/s]
      44/80      0.94G     0.9409      1.579     0.6266      1.229          6        640:  36%|███▌      | 186/519 [01:26<02:09,  2.57it/s]
      44/80      0.94G     0.9416      1.577     0.6268       1.23          9        640:  36%|███▌      | 186/519 [01:26<02:09,  2.57it/s]
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      44/80      0.94G     0.9409      1.576     0.6269      1.229         14        640:  36%|███▌      | 188/519 [01:27<02:58,  1.85it/s]
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      44/80      0.94G     0.9413      1.574      0.626       1.23          7        640:  36%|███▋      | 189/519 [01:27<02:28,  2.22it/s]
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      44/80      0.94G     0.9406      1.575     0.6258      1.229         12        640:  37%|███▋      | 190/519 [01:28<02:04,  2.64it/s]
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      44/80      0.94G     0.9406      1.574     0.6269      1.229          8        640:  37%|███▋      | 192/519 [01:29<02:56,  1.85it/s]
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      44/80      0.94G     0.9398      1.574     0.6264      1.228         11        640:  37%|███▋      | 193/519 [01:29<02:26,  2.22it/s]
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      44/80      0.94G     0.9404      1.581     0.6264      1.228          9        640:  38%|███▊      | 196/519 [01:31<03:25,  1.57it/s]
      44/80      0.94G     0.9394      1.582     0.6263      1.227          9        640:  38%|███▊      | 196/519 [01:31<03:25,  1.57it/s]
      44/80      0.94G     0.9394      1.582     0.6263      1.227          9        640:  38%|███▊      | 197/519 [01:31<02:45,  1.95it/s]
      44/80      0.94G      0.939      1.581     0.6261      1.227          9        640:  38%|███▊      | 197/519 [01:31<02:45,  1.95it/s]
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      44/80      0.94G     0.9405      1.582     0.6273      1.228         11        640:  38%|███▊      | 198/519 [01:31<02:16,  2.36it/s]
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      44/80      0.94G     0.9401      1.581      0.627      1.227         14        640:  38%|███▊      | 199/519 [01:33<01:56,  2.75it/s]
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      44/80      0.94G     0.9399      1.579     0.6262      1.226         12        640:  39%|███▊      | 200/519 [01:33<03:34,  1.49it/s]
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      44/80      0.94G     0.9398      1.577     0.6258      1.226         11        640:  39%|███▊      | 201/519 [01:33<02:44,  1.93it/s]
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      44/80      0.94G     0.9419      1.577     0.6283      1.228         10        640:  39%|███▉      | 202/519 [01:33<02:14,  2.35it/s]
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      44/80      0.94G     0.9422      1.576     0.6286      1.228          8        640:  39%|███▉      | 203/519 [01:34<01:52,  2.81it/s]
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      44/80      0.94G     0.9437      1.576     0.6292       1.23          9        640:  39%|███▉      | 204/519 [01:35<03:05,  1.70it/s]
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      44/80      0.94G     0.9424      1.573      0.629      1.229         11        640:  39%|███▉      | 205/519 [01:35<02:33,  2.05it/s]
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      44/80      0.94G     0.9425      1.574     0.6284       1.23          9        640:  40%|███▉      | 206/519 [01:35<02:04,  2.52it/s]
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      44/80      0.94G      0.941      1.571     0.6279      1.229         12        640:  40%|████      | 208/519 [01:37<03:39,  1.42it/s]
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      44/80      0.94G      0.942      1.573      0.628      1.229          8        640:  41%|████      | 211/519 [01:38<01:57,  2.61it/s]
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      44/80      0.94G     0.9414      1.573     0.6273      1.228          9        640:  41%|████      | 212/519 [01:38<02:36,  1.96it/s]
      44/80      0.94G     0.9414      1.573     0.6273      1.228          9        640:  41%|████      | 213/519 [01:38<02:12,  2.31it/s]
      44/80      0.94G     0.9426      1.575      0.629       1.23          6        640:  41%|████      | 213/519 [01:39<02:12,  2.31it/s]
      44/80      0.94G     0.9426      1.575      0.629       1.23          6        640:  41%|████      | 214/519 [01:39<01:53,  2.69it/s]
      44/80      0.94G     0.9433      1.576     0.6289      1.231          6        640:  41%|████      | 214/519 [01:39<01:53,  2.69it/s]
      44/80      0.94G     0.9433      1.576     0.6289      1.231          6        640:  41%|████▏     | 215/519 [01:39<01:38,  3.09it/s]
      44/80      0.94G     0.9442      1.573     0.6286      1.232          7        640:  41%|████▏     | 215/519 [01:40<01:38,  3.09it/s]
      44/80      0.94G     0.9442      1.573     0.6286      1.232          7        640:  42%|████▏     | 216/519 [01:40<02:58,  1.69it/s]
      44/80      0.94G     0.9439      1.573     0.6278      1.231         11        640:  42%|████▏     | 216/519 [01:40<02:58,  1.69it/s]
      44/80      0.94G     0.9439      1.573     0.6278      1.231         11        640:  42%|████▏     | 217/519 [01:40<02:27,  2.04it/s]
      44/80      0.94G     0.9436       1.57     0.6275       1.23          7        640:  42%|████▏     | 217/519 [01:40<02:27,  2.04it/s]
      44/80      0.94G     0.9436       1.57     0.6275       1.23          7        640:  42%|████▏     | 218/519 [01:40<01:59,  2.53it/s]
      44/80      0.94G     0.9436       1.57     0.6267       1.23         13        640:  42%|████▏     | 218/519 [01:41<01:59,  2.53it/s]
      44/80      0.94G     0.9436       1.57     0.6267       1.23         13        640:  42%|████▏     | 219/519 [01:41<01:52,  2.66it/s]
      44/80      0.94G     0.9439       1.57     0.6265       1.23         13        640:  42%|████▏     | 219/519 [01:42<01:52,  2.66it/s]
      44/80      0.94G     0.9439       1.57     0.6265       1.23         13        640:  42%|████▏     | 220/519 [01:42<02:39,  1.87it/s]
      44/80      0.94G     0.9441       1.57     0.6265       1.23          9        640:  42%|████▏     | 220/519 [01:42<02:39,  1.87it/s]
      44/80      0.94G     0.9441       1.57     0.6265       1.23          9        640:  43%|████▎     | 221/519 [01:42<02:19,  2.14it/s]
      44/80      0.94G     0.9445       1.57     0.6268       1.23         11        640:  43%|████▎     | 221/519 [01:42<02:19,  2.14it/s]
      44/80      0.94G     0.9445       1.57     0.6268       1.23         11        640:  43%|████▎     | 222/519 [01:42<01:59,  2.49it/s]
      44/80      0.94G     0.9439      1.569     0.6271       1.23         11        640:  43%|████▎     | 222/519 [01:42<01:59,  2.49it/s]
      44/80      0.94G     0.9439      1.569     0.6271       1.23         11        640:  43%|████▎     | 223/519 [01:42<01:42,  2.88it/s]
      44/80      0.94G      0.944      1.569     0.6277       1.23          9        640:  43%|████▎     | 223/519 [01:43<01:42,  2.88it/s]
      44/80      0.94G      0.944      1.569     0.6277       1.23          9        640:  43%|████▎     | 224/519 [01:43<01:56,  2.54it/s]
      44/80      0.94G     0.9441      1.573     0.6272       1.23         13        640:  43%|████▎     | 224/519 [01:44<01:56,  2.54it/s]
      44/80      0.94G     0.9441      1.573     0.6272       1.23         13        640:  43%|████▎     | 225/519 [01:44<03:08,  1.56it/s]
      44/80      0.94G     0.9431      1.571     0.6267      1.229         11        640:  43%|████▎     | 225/519 [01:44<03:08,  1.56it/s]
      44/80      0.94G     0.9431      1.571     0.6267      1.229         11        640:  44%|████▎     | 226/519 [01:44<02:32,  1.93it/s]
      44/80      0.94G      0.944      1.572     0.6261       1.23          8        640:  44%|████▎     | 226/519 [01:45<02:32,  1.93it/s]
      44/80      0.94G      0.944      1.572     0.6261       1.23          8        640:  44%|████▎     | 227/519 [01:45<02:06,  2.31it/s]
      44/80      0.94G     0.9437      1.572     0.6261       1.23         10        640:  44%|████▎     | 227/519 [01:45<02:06,  2.31it/s]
      44/80      0.94G     0.9437      1.572     0.6261       1.23         10        640:  44%|████▍     | 228/519 [01:45<01:50,  2.63it/s]
      44/80      0.94G     0.9428      1.571     0.6256      1.229          8        640:  44%|████▍     | 228/519 [01:46<01:50,  2.63it/s]
      44/80      0.94G     0.9428      1.571     0.6256      1.229          8        640:  44%|████▍     | 229/519 [01:46<02:32,  1.90it/s]
      44/80      0.94G     0.9425       1.57     0.6256      1.229         14        640:  44%|████▍     | 229/519 [01:46<02:32,  1.90it/s]
      44/80      0.94G     0.9425       1.57     0.6256      1.229         14        640:  44%|████▍     | 230/519 [01:46<02:02,  2.37it/s]
      44/80      0.94G     0.9427      1.568     0.6257      1.229         11        640:  44%|████▍     | 230/519 [01:46<02:02,  2.37it/s]
      44/80      0.94G     0.9427      1.568     0.6257      1.229         11        640:  45%|████▍     | 231/519 [01:46<01:50,  2.60it/s]
      44/80      0.94G     0.9425       1.57     0.6259      1.229         10        640:  45%|████▍     | 231/519 [01:47<01:50,  2.60it/s]
      44/80      0.94G     0.9425       1.57     0.6259      1.229         10        640:  45%|████▍     | 232/519 [01:47<02:29,  1.92it/s]
      44/80      0.94G     0.9426      1.572     0.6254      1.229         10        640:  45%|████▍     | 232/519 [01:47<02:29,  1.92it/s]
      44/80      0.94G     0.9426      1.572     0.6254      1.229         10        640:  45%|████▍     | 233/519 [01:47<01:59,  2.40it/s]
      44/80      0.94G     0.9414      1.573     0.6243      1.228         11        640:  45%|████▍     | 233/519 [01:47<01:59,  2.40it/s]
      44/80      0.94G     0.9414      1.573     0.6243      1.228         11        640:  45%|████▌     | 234/519 [01:47<01:46,  2.67it/s]
      44/80      0.94G     0.9409      1.572     0.6235      1.228         12        640:  45%|████▌     | 234/519 [01:48<01:46,  2.67it/s]
      44/80      0.94G     0.9409      1.572     0.6235      1.228         12        640:  45%|████▌     | 235/519 [01:48<01:35,  2.96it/s]
      44/80      0.94G     0.9418      1.576     0.6238      1.229         12        640:  45%|████▌     | 235/519 [01:49<01:35,  2.96it/s]
      44/80      0.94G     0.9418      1.576     0.6238      1.229         12        640:  45%|████▌     | 236/519 [01:49<03:34,  1.32it/s]
      44/80      0.94G     0.9408      1.576     0.6231      1.228          9        640:  45%|████▌     | 236/519 [01:50<03:34,  1.32it/s]
      44/80      0.94G     0.9408      1.576     0.6231      1.228          9        640:  46%|████▌     | 237/519 [01:50<02:46,  1.69it/s]
      44/80      0.94G     0.9417      1.578     0.6242      1.228         10        640:  46%|████▌     | 237/519 [01:50<02:46,  1.69it/s]
      44/80      0.94G     0.9417      1.578     0.6242      1.228         10        640:  46%|████▌     | 238/519 [01:50<02:14,  2.08it/s]
      44/80      0.94G     0.9412      1.577     0.6233      1.228          7        640:  46%|████▌     | 238/519 [01:50<02:14,  2.08it/s]
      44/80      0.94G     0.9412      1.577     0.6233      1.228          7        640:  46%|████▌     | 239/519 [01:50<01:53,  2.46it/s]
      44/80      0.94G      0.941      1.576     0.6232      1.227         13        640:  46%|████▌     | 239/519 [01:51<01:53,  2.46it/s]
      44/80      0.94G      0.941      1.576     0.6232      1.227         13        640:  46%|████▌     | 240/519 [01:51<02:48,  1.66it/s]
      44/80      0.94G     0.9406      1.579     0.6236      1.227          9        640:  46%|████▌     | 240/519 [01:51<02:48,  1.66it/s]
      44/80      0.94G     0.9406      1.579     0.6236      1.227          9        640:  46%|████▋     | 241/519 [01:51<02:18,  2.01it/s]
      44/80      0.94G     0.9404      1.578     0.6229      1.226         11        640:  46%|████▋     | 241/519 [01:52<02:18,  2.01it/s]
      44/80      0.94G     0.9404      1.578     0.6229      1.226         11        640:  47%|████▋     | 242/519 [01:52<01:51,  2.49it/s]
      44/80      0.94G      0.941      1.579     0.6235      1.226         15        640:  47%|████▋     | 242/519 [01:52<01:51,  2.49it/s]
      44/80      0.94G      0.941      1.579     0.6235      1.226         15        640:  47%|████▋     | 243/519 [01:52<01:41,  2.72it/s]
      44/80      0.94G     0.9426       1.58     0.6233      1.228         10        640:  47%|████▋     | 243/519 [01:53<01:41,  2.72it/s]
      44/80      0.94G     0.9426       1.58     0.6233      1.228         10        640:  47%|████▋     | 244/519 [01:53<02:20,  1.96it/s]
      44/80      0.94G     0.9418      1.581     0.6229      1.227         12        640:  47%|████▋     | 244/519 [01:53<02:20,  1.96it/s]
      44/80      0.94G     0.9418      1.581     0.6229      1.227         12        640:  47%|████▋     | 245/519 [01:53<01:59,  2.30it/s]
      44/80      0.94G     0.9431      1.585      0.623      1.229          8        640:  47%|████▋     | 245/519 [01:53<01:59,  2.30it/s]
      44/80      0.94G     0.9431      1.585      0.623      1.229          8        640:  47%|████▋     | 246/519 [01:53<01:44,  2.62it/s]
      44/80      0.94G     0.9417      1.583     0.6219      1.228         10        640:  47%|████▋     | 246/519 [01:53<01:44,  2.62it/s]
      44/80      0.94G     0.9417      1.583     0.6219      1.228         10        640:  48%|████▊     | 247/519 [01:53<01:27,  3.10it/s]
      44/80      0.94G     0.9399      1.581     0.6209      1.227          7        640:  48%|████▊     | 247/519 [01:55<01:27,  3.10it/s]
      44/80      0.94G     0.9399      1.581     0.6209      1.227          7        640:  48%|████▊     | 248/519 [01:55<02:34,  1.75it/s]
      44/80      0.94G     0.9394       1.58     0.6208      1.226          9        640:  48%|████▊     | 248/519 [01:55<02:34,  1.75it/s]
      44/80      0.94G     0.9394       1.58     0.6208      1.226          9        640:  48%|████▊     | 249/519 [01:55<02:03,  2.19it/s]
      44/80      0.94G     0.9397      1.584     0.6217      1.227          7        640:  48%|████▊     | 249/519 [01:55<02:03,  2.19it/s]
      44/80      0.94G     0.9397      1.584     0.6217      1.227          7        640:  48%|████▊     | 250/519 [01:55<01:43,  2.59it/s]
      44/80      0.94G     0.9396      1.585     0.6211      1.227          7        640:  48%|████▊     | 250/519 [01:55<01:43,  2.59it/s]
      44/80      0.94G     0.9396      1.585     0.6211      1.227          7        640:  48%|████▊     | 251/519 [01:55<01:33,  2.87it/s]
      44/80      0.94G      0.939      1.583     0.6203      1.226          9        640:  48%|████▊     | 251/519 [01:56<01:33,  2.87it/s]
      44/80      0.94G      0.939      1.583     0.6203      1.226          9        640:  49%|████▊     | 252/519 [01:56<02:17,  1.94it/s]
      44/80      0.94G     0.9387      1.582     0.6204      1.226         14        640:  49%|████▊     | 252/519 [01:56<02:17,  1.94it/s]
      44/80      0.94G     0.9387      1.582     0.6204      1.226         14        640:  49%|████▊     | 253/519 [01:56<01:53,  2.35it/s]
      44/80      0.94G     0.9375      1.583     0.6194      1.225          7        640:  49%|████▊     | 253/519 [01:57<01:53,  2.35it/s]
      44/80      0.94G     0.9375      1.583     0.6194      1.225          7        640:  49%|████▉     | 254/519 [01:57<01:37,  2.71it/s]
      44/80      0.94G     0.9385      1.583     0.6195      1.227          8        640:  49%|████▉     | 254/519 [01:57<01:37,  2.71it/s]
      44/80      0.94G     0.9385      1.583     0.6195      1.227          8        640:  49%|████▉     | 255/519 [01:57<01:25,  3.08it/s]
      44/80      0.94G     0.9381      1.584     0.6195      1.226          8        640:  49%|████▉     | 255/519 [01:57<01:25,  3.08it/s]
      44/80      0.94G     0.9381      1.584     0.6195      1.226          8        640:  49%|████▉     | 256/519 [01:57<01:42,  2.57it/s]
      44/80      0.94G     0.9372      1.583      0.619      1.226         11        640:  49%|████▉     | 256/519 [01:58<01:42,  2.57it/s]
      44/80      0.94G     0.9372      1.583      0.619      1.226         11        640:  50%|████▉     | 257/519 [01:58<01:31,  2.86it/s]
      44/80      0.94G     0.9372      1.583     0.6189      1.225         12        640:  50%|████▉     | 257/519 [01:58<01:31,  2.86it/s]
      44/80      0.94G     0.9372      1.583     0.6189      1.225         12        640:  50%|████▉     | 258/519 [01:58<01:22,  3.15it/s]
      44/80      0.94G      0.937      1.587     0.6198      1.225         12        640:  50%|████▉     | 258/519 [01:58<01:22,  3.15it/s]
      44/80      0.94G      0.937      1.587     0.6198      1.225         12        640:  50%|████▉     | 259/519 [01:58<01:15,  3.43it/s]
      44/80      0.94G     0.9361      1.588     0.6208      1.224         11        640:  50%|████▉     | 259/519 [01:59<01:15,  3.43it/s]
      44/80      0.94G     0.9361      1.588     0.6208      1.224         11        640:  50%|█████     | 260/519 [01:59<02:18,  1.88it/s]
      44/80      0.94G     0.9362      1.587     0.6207      1.224         10        640:  50%|█████     | 260/519 [01:59<02:18,  1.88it/s]
      44/80      0.94G     0.9362      1.587     0.6207      1.224         10        640:  50%|█████     | 261/519 [01:59<01:56,  2.22it/s]
      44/80      0.94G     0.9367      1.588     0.6215      1.225         11        640:  50%|█████     | 261/519 [02:00<01:56,  2.22it/s]
      44/80      0.94G     0.9367      1.588     0.6215      1.225         11        640:  50%|█████     | 262/519 [02:00<01:38,  2.60it/s]
      44/80      0.94G     0.9368      1.589     0.6215      1.224         11        640:  50%|█████     | 262/519 [02:00<01:38,  2.60it/s]
      44/80      0.94G     0.9368      1.589     0.6215      1.224         11        640:  51%|█████     | 263/519 [02:00<01:27,  2.91it/s]
      44/80      0.94G     0.9361      1.587     0.6214      1.224          6        640:  51%|█████     | 263/519 [02:01<01:27,  2.91it/s]
      44/80      0.94G     0.9361      1.587     0.6214      1.224          6        640:  51%|█████     | 264/519 [02:01<01:50,  2.32it/s]
      44/80      0.94G     0.9361      1.587     0.6219      1.224         10        640:  51%|█████     | 264/519 [02:01<01:50,  2.32it/s]
      44/80      0.94G     0.9361      1.587     0.6219      1.224         10        640:  51%|█████     | 265/519 [02:01<01:37,  2.62it/s]
      44/80      0.94G     0.9358      1.588     0.6216      1.224         11        640:  51%|█████     | 265/519 [02:01<01:37,  2.62it/s]
      44/80      0.94G     0.9358      1.588     0.6216      1.224         11        640:  51%|█████▏    | 266/519 [02:01<01:39,  2.55it/s]
      44/80      0.94G     0.9357      1.589     0.6217      1.224         10        640:  51%|█████▏    | 266/519 [02:01<01:39,  2.55it/s]
      44/80      0.94G     0.9357      1.589     0.6217      1.224         10        640:  51%|█████▏    | 267/519 [02:01<01:26,  2.93it/s]
      44/80      0.94G     0.9374      1.589     0.6224      1.225          7        640:  51%|█████▏    | 267/519 [02:03<01:26,  2.93it/s]
      44/80      0.94G     0.9374      1.589     0.6224      1.225          7        640:  52%|█████▏    | 268/519 [02:03<02:41,  1.55it/s]
      44/80      0.94G     0.9375      1.589     0.6223      1.225          7        640:  52%|█████▏    | 268/519 [02:03<02:41,  1.55it/s]
      44/80      0.94G     0.9375      1.589     0.6223      1.225          7        640:  52%|█████▏    | 269/519 [02:03<02:08,  1.94it/s]
      44/80      0.94G     0.9386      1.591     0.6227      1.227          8        640:  52%|█████▏    | 269/519 [02:03<02:08,  1.94it/s]
      44/80      0.94G     0.9386      1.591     0.6227      1.227          8        640:  52%|█████▏    | 270/519 [02:03<01:48,  2.30it/s]
      44/80      0.94G     0.9379       1.59     0.6222      1.226         11        640:  52%|█████▏    | 270/519 [02:04<01:48,  2.30it/s]
      44/80      0.94G     0.9379       1.59     0.6222      1.226         11        640:  52%|█████▏    | 271/519 [02:04<01:35,  2.59it/s]
      44/80      0.94G     0.9391      1.587     0.6231      1.227          7        640:  52%|█████▏    | 271/519 [02:05<01:35,  2.59it/s]
      44/80      0.94G     0.9391      1.587     0.6231      1.227          7        640:  52%|█████▏    | 272/519 [02:05<02:28,  1.66it/s]
      44/80      0.94G     0.9392      1.588     0.6233      1.226          9        640:  52%|█████▏    | 272/519 [02:05<02:28,  1.66it/s]
      44/80      0.94G     0.9392      1.588     0.6233      1.226          9        640:  53%|█████▎    | 273/519 [02:05<02:03,  1.98it/s]
      44/80      0.94G     0.9388       1.59     0.6248      1.226          9        640:  53%|█████▎    | 273/519 [02:05<02:03,  1.98it/s]
      44/80      0.94G     0.9388       1.59     0.6248      1.226          9        640:  53%|█████▎    | 274/519 [02:05<01:44,  2.34it/s]
      44/80      0.94G     0.9395      1.592     0.6253      1.227         11        640:  53%|█████▎    | 274/519 [02:05<01:44,  2.34it/s]
      44/80      0.94G     0.9395      1.592     0.6253      1.227         11        640:  53%|█████▎    | 275/519 [02:05<01:29,  2.72it/s]
      44/80      0.94G     0.9398      1.593     0.6259      1.227         11        640:  53%|█████▎    | 275/519 [02:07<01:29,  2.72it/s]
      44/80      0.94G     0.9398      1.593     0.6259      1.227         11        640:  53%|█████▎    | 276/519 [02:07<02:48,  1.44it/s]
      44/80      0.94G     0.9403      1.594     0.6262      1.227         10        640:  53%|█████▎    | 276/519 [02:07<02:48,  1.44it/s]
      44/80      0.94G     0.9403      1.594     0.6262      1.227         10        640:  53%|█████▎    | 277/519 [02:07<02:13,  1.81it/s]
      44/80      0.94G     0.9397      1.593     0.6257      1.227          9        640:  53%|█████▎    | 277/519 [02:07<02:13,  1.81it/s]
      44/80      0.94G     0.9397      1.593     0.6257      1.227          9        640:  54%|█████▎    | 278/519 [02:07<01:44,  2.30it/s]
      44/80      0.94G     0.9401      1.592      0.626      1.227         11        640:  54%|█████▎    | 278/519 [02:08<01:44,  2.30it/s]
      44/80      0.94G     0.9401      1.592      0.626      1.227         11        640:  54%|█████▍    | 279/519 [02:08<01:37,  2.47it/s]
      44/80      0.94G     0.9399      1.592     0.6257      1.226         12        640:  54%|█████▍    | 279/519 [02:09<01:37,  2.47it/s]
      44/80      0.94G     0.9399      1.592     0.6257      1.226         12        640:  54%|█████▍    | 280/519 [02:09<02:26,  1.63it/s]
      44/80      0.94G     0.9393      1.591     0.6262      1.226          4        640:  54%|█████▍    | 280/519 [02:09<02:26,  1.63it/s]
      44/80      0.94G     0.9393      1.591     0.6262      1.226          4        640:  54%|█████▍    | 281/519 [02:09<01:58,  2.01it/s]
      44/80      0.94G     0.9393       1.59     0.6255      1.225         10        640:  54%|█████▍    | 281/519 [02:09<01:58,  2.01it/s]
      44/80      0.94G     0.9393       1.59     0.6255      1.225         10        640:  54%|█████▍    | 282/519 [02:09<01:35,  2.48it/s]
      44/80      0.94G     0.9397      1.591     0.6282      1.226          9        640:  54%|█████▍    | 282/519 [02:09<01:35,  2.48it/s]
      44/80      0.94G     0.9397      1.591     0.6282      1.226          9        640:  55%|█████▍    | 283/519 [02:09<01:26,  2.73it/s]
      44/80      0.94G     0.9404      1.592     0.6288      1.226          8        640:  55%|█████▍    | 283/519 [02:10<01:26,  2.73it/s]
      44/80      0.94G     0.9404      1.592     0.6288      1.226          8        640:  55%|█████▍    | 284/519 [02:10<01:54,  2.04it/s]
      44/80      0.94G     0.9407      1.592      0.629      1.226         13        640:  55%|█████▍    | 284/519 [02:10<01:54,  2.04it/s]
      44/80      0.94G     0.9407      1.592      0.629      1.226         13        640:  55%|█████▍    | 285/519 [02:10<01:34,  2.47it/s]
      44/80      0.94G     0.9396       1.59     0.6283      1.226          9        640:  55%|█████▍    | 285/519 [02:11<01:34,  2.47it/s]
      44/80      0.94G     0.9396       1.59     0.6283      1.226          9        640:  55%|█████▌    | 286/519 [02:11<01:21,  2.87it/s]
      44/80      0.94G     0.9388      1.589     0.6279      1.226          6        640:  55%|█████▌    | 286/519 [02:11<01:21,  2.87it/s]
      44/80      0.94G     0.9388      1.589     0.6279      1.226          6        640:  55%|█████▌    | 287/519 [02:11<01:11,  3.24it/s]
      44/80      0.94G     0.9395      1.589     0.6283      1.225         14        640:  55%|█████▌    | 287/519 [02:11<01:11,  3.24it/s]
      44/80      0.94G     0.9395      1.589     0.6283      1.225         14        640:  55%|█████▌    | 288/519 [02:11<01:29,  2.57it/s]
      44/80      0.94G     0.9393      1.588     0.6282      1.225          8        640:  55%|█████▌    | 288/519 [02:12<01:29,  2.57it/s]
      44/80      0.94G     0.9393      1.588     0.6282      1.225          8        640:  56%|█████▌    | 289/519 [02:12<01:23,  2.76it/s]
      44/80      0.94G     0.9393      1.588     0.6282      1.225         14        640:  56%|█████▌    | 289/519 [02:12<01:23,  2.76it/s]
      44/80      0.94G     0.9393      1.588     0.6282      1.225         14        640:  56%|█████▌    | 290/519 [02:12<01:11,  3.20it/s]
      44/80      0.94G     0.9385      1.589     0.6278      1.225         11        640:  56%|█████▌    | 290/519 [02:12<01:11,  3.20it/s]
      44/80      0.94G     0.9385      1.589     0.6278      1.225         11        640:  56%|█████▌    | 291/519 [02:12<01:07,  3.40it/s]
      44/80      0.94G     0.9386      1.588      0.629      1.225          7        640:  56%|█████▌    | 291/519 [02:13<01:07,  3.40it/s]
      44/80      0.94G     0.9386      1.588      0.629      1.225          7        640:  56%|█████▋    | 292/519 [02:13<01:58,  1.92it/s]
      44/80      0.94G     0.9385      1.588     0.6288      1.225         12        640:  56%|█████▋    | 292/519 [02:14<01:58,  1.92it/s]
      44/80      0.94G     0.9385      1.588     0.6288      1.225         12        640:  56%|█████▋    | 293/519 [02:14<01:49,  2.06it/s]
      44/80      0.94G     0.9383      1.588      0.629      1.225          9        640:  56%|█████▋    | 293/519 [02:14<01:49,  2.06it/s]
      44/80      0.94G     0.9383      1.588      0.629      1.225          9        640:  57%|█████▋    | 294/519 [02:14<01:27,  2.57it/s]
      44/80      0.94G     0.9379      1.588     0.6288      1.224         13        640:  57%|█████▋    | 294/519 [02:14<01:27,  2.57it/s]
      44/80      0.94G     0.9379      1.588     0.6288      1.224         13        640:  57%|█████▋    | 295/519 [02:14<01:16,  2.93it/s]
      44/80      0.94G     0.9373      1.587     0.6286      1.224         10        640:  57%|█████▋    | 295/519 [02:15<01:16,  2.93it/s]
      44/80      0.94G     0.9373      1.587     0.6286      1.224         10        640:  57%|█████▋    | 296/519 [02:15<02:11,  1.69it/s]
      44/80      0.94G     0.9364      1.586      0.628      1.223         10        640:  57%|█████▋    | 296/519 [02:15<02:11,  1.69it/s]
      44/80      0.94G     0.9364      1.586      0.628      1.223         10        640:  57%|█████▋    | 297/519 [02:15<01:43,  2.14it/s]
      44/80      0.94G      0.937      1.587     0.6284      1.223         14        640:  57%|█████▋    | 297/519 [02:16<01:43,  2.14it/s]
      44/80      0.94G      0.937      1.587     0.6284      1.223         14        640:  57%|█████▋    | 298/519 [02:16<01:27,  2.52it/s]
      44/80      0.94G     0.9368      1.586     0.6286      1.223         12        640:  57%|█████▋    | 298/519 [02:16<01:27,  2.52it/s]
      44/80      0.94G     0.9368      1.586     0.6286      1.223         12        640:  58%|█████▊    | 299/519 [02:16<01:14,  2.97it/s]
      44/80      0.94G     0.9363      1.584      0.628      1.222         10        640:  58%|█████▊    | 299/519 [02:17<01:14,  2.97it/s]
      44/80      0.94G     0.9363      1.584      0.628      1.222         10        640:  58%|█████▊    | 300/519 [02:17<02:00,  1.81it/s]
      44/80      0.94G     0.9361      1.583     0.6277      1.222         10        640:  58%|█████▊    | 300/519 [02:17<02:00,  1.81it/s]
      44/80      0.94G     0.9361      1.583     0.6277      1.222         10        640:  58%|█████▊    | 301/519 [02:17<01:37,  2.24it/s]
      44/80      0.94G     0.9357      1.582     0.6271      1.222         12        640:  58%|█████▊    | 301/519 [02:17<01:37,  2.24it/s]
      44/80      0.94G     0.9357      1.582     0.6271      1.222         12        640:  58%|█████▊    | 302/519 [02:17<01:19,  2.74it/s]
      44/80      0.94G     0.9348      1.581     0.6272      1.221          8        640:  58%|█████▊    | 302/519 [02:17<01:19,  2.74it/s]
      44/80      0.94G     0.9348      1.581     0.6272      1.221          8        640:  58%|█████▊    | 303/519 [02:17<01:13,  2.96it/s]
      44/80      0.94G     0.9346      1.582     0.6269      1.221         11        640:  58%|█████▊    | 303/519 [02:19<01:13,  2.96it/s]
      44/80      0.94G     0.9346      1.582     0.6269      1.221         11        640:  59%|█████▊    | 304/519 [02:19<02:09,  1.65it/s]
      44/80      0.94G     0.9339      1.583     0.6263       1.22          9        640:  59%|█████▊    | 304/519 [02:19<02:09,  1.65it/s]
      44/80      0.94G     0.9339      1.583     0.6263       1.22          9        640:  59%|█████▉    | 305/519 [02:19<01:46,  2.01it/s]
      44/80      0.94G     0.9347      1.583     0.6268       1.22         13        640:  59%|█████▉    | 305/519 [02:19<01:46,  2.01it/s]
      44/80      0.94G     0.9347      1.583     0.6268       1.22         13        640:  59%|█████▉    | 306/519 [02:19<01:26,  2.48it/s]
      44/80      0.94G     0.9339      1.581     0.6263       1.22          8        640:  59%|█████▉    | 306/519 [02:19<01:26,  2.48it/s]
      44/80      0.94G     0.9339      1.581     0.6263       1.22          8        640:  59%|█████▉    | 307/519 [02:19<01:17,  2.72it/s]
      44/80      0.94G     0.9332      1.581     0.6258      1.219         12        640:  59%|█████▉    | 307/519 [02:20<01:17,  2.72it/s]
      44/80      0.94G     0.9332      1.581     0.6258      1.219         12        640:  59%|█████▉    | 308/519 [02:20<01:59,  1.77it/s]
      44/80      0.94G     0.9325       1.58     0.6256      1.219         11        640:  59%|█████▉    | 308/519 [02:21<01:59,  1.77it/s]
      44/80      0.94G     0.9325       1.58     0.6256      1.219         11        640:  60%|█████▉    | 309/519 [02:21<01:38,  2.13it/s]
      44/80      0.94G     0.9327      1.581     0.6267      1.219         11        640:  60%|█████▉    | 309/519 [02:21<01:38,  2.13it/s]
      44/80      0.94G     0.9327      1.581     0.6267      1.219         11        640:  60%|█████▉    | 310/519 [02:21<01:21,  2.55it/s]
      44/80      0.94G      0.932       1.58     0.6261      1.219          9        640:  60%|█████▉    | 310/519 [02:21<01:21,  2.55it/s]
      44/80      0.94G      0.932       1.58     0.6261      1.219          9        640:  60%|█████▉    | 311/519 [02:21<01:13,  2.81it/s]
      44/80      0.94G     0.9319       1.58     0.6265      1.219          7        640:  60%|█████▉    | 311/519 [02:22<01:13,  2.81it/s]
      44/80      0.94G     0.9319       1.58     0.6265      1.219          7        640:  60%|██████    | 312/519 [02:22<02:08,  1.61it/s]
      44/80      0.94G     0.9312      1.579      0.626      1.218         13        640:  60%|██████    | 312/519 [02:23<02:08,  1.61it/s]
      44/80      0.94G     0.9312      1.579      0.626      1.218         13        640:  60%|██████    | 313/519 [02:23<01:44,  1.97it/s]
      44/80      0.94G     0.9319      1.579     0.6259      1.218         10        640:  60%|██████    | 313/519 [02:23<01:44,  1.97it/s]
      44/80      0.94G     0.9319      1.579     0.6259      1.218         10        640:  61%|██████    | 314/519 [02:23<01:28,  2.32it/s]
      44/80      0.94G      0.932      1.579     0.6259      1.218         12        640:  61%|██████    | 314/519 [02:23<01:28,  2.32it/s]
      44/80      0.94G      0.932      1.579     0.6259      1.218         12        640:  61%|██████    | 315/519 [02:23<01:14,  2.72it/s]
      44/80      0.94G     0.9321      1.577     0.6257      1.218         11        640:  61%|██████    | 315/519 [02:24<01:14,  2.72it/s]
      44/80      0.94G     0.9321      1.577     0.6257      1.218         11        640:  61%|██████    | 316/519 [02:24<01:30,  2.25it/s]
      44/80      0.94G     0.9324      1.577     0.6255      1.218         11        640:  61%|██████    | 316/519 [02:24<01:30,  2.25it/s]
      44/80      0.94G     0.9324      1.577     0.6255      1.218         11        640:  61%|██████    | 317/519 [02:24<01:12,  2.77it/s]
      44/80      0.94G     0.9317      1.576     0.6251      1.218          6        640:  61%|██████    | 317/519 [02:24<01:12,  2.77it/s]
      44/80      0.94G     0.9317      1.576     0.6251      1.218          6        640:  61%|██████▏   | 318/519 [02:24<01:05,  3.08it/s]
      44/80      0.94G     0.9322      1.575     0.6252      1.218          6        640:  61%|██████▏   | 318/519 [02:24<01:05,  3.08it/s]
      44/80      0.94G     0.9322      1.575     0.6252      1.218          6        640:  61%|██████▏   | 319/519 [02:24<00:59,  3.36it/s]
      44/80      0.94G     0.9326      1.578     0.6255      1.218          9        640:  61%|██████▏   | 319/519 [02:26<00:59,  3.36it/s]
      44/80      0.94G     0.9326      1.578     0.6255      1.218          9        640:  62%|██████▏   | 320/519 [02:26<02:03,  1.61it/s]
      44/80      0.94G     0.9322      1.578     0.6258      1.218         12        640:  62%|██████▏   | 320/519 [02:26<02:03,  1.61it/s]
      44/80      0.94G     0.9322      1.578     0.6258      1.218         12        640:  62%|██████▏   | 321/519 [02:26<01:41,  1.96it/s]
      44/80      0.94G      0.932      1.578     0.6255      1.218          8        640:  62%|██████▏   | 321/519 [02:26<01:41,  1.96it/s]
      44/80      0.94G      0.932      1.578     0.6255      1.218          8        640:  62%|██████▏   | 322/519 [02:26<01:25,  2.31it/s]
      44/80      0.94G     0.9314      1.576      0.625      1.218         12        640:  62%|██████▏   | 322/519 [02:26<01:25,  2.31it/s]
      44/80      0.94G     0.9314      1.576      0.625      1.218         12        640:  62%|██████▏   | 323/519 [02:26<01:13,  2.68it/s]
      44/80      0.94G     0.9328      1.578     0.6261      1.219          8        640:  62%|██████▏   | 323/519 [02:27<01:13,  2.68it/s]
      44/80      0.94G     0.9328      1.578     0.6261      1.219          8        640:  62%|██████▏   | 324/519 [02:27<01:50,  1.76it/s]
      44/80      0.94G     0.9323      1.577     0.6256      1.218          9        640:  62%|██████▏   | 324/519 [02:28<01:50,  1.76it/s]
      44/80      0.94G     0.9323      1.577     0.6256      1.218          9        640:  63%|██████▎   | 325/519 [02:28<01:30,  2.14it/s]
      44/80      0.94G     0.9317      1.576     0.6252      1.218          8        640:  63%|██████▎   | 325/519 [02:28<01:30,  2.14it/s]
      44/80      0.94G     0.9317      1.576     0.6252      1.218          8        640:  63%|██████▎   | 326/519 [02:28<01:17,  2.49it/s]
      44/80      0.94G     0.9323      1.576     0.6252      1.218         12        640:  63%|██████▎   | 326/519 [02:28<01:17,  2.49it/s]
      44/80      0.94G     0.9323      1.576     0.6252      1.218         12        640:  63%|██████▎   | 327/519 [02:28<01:06,  2.88it/s]
      44/80      0.94G      0.932      1.575     0.6247      1.218         16        640:  63%|██████▎   | 327/519 [02:29<01:06,  2.88it/s]
      44/80      0.94G      0.932      1.575     0.6247      1.218         16        640:  63%|██████▎   | 328/519 [02:29<01:12,  2.62it/s]
      44/80      0.94G     0.9321      1.576     0.6256      1.218          9        640:  63%|██████▎   | 328/519 [02:29<01:12,  2.62it/s]
      44/80      0.94G     0.9321      1.576     0.6256      1.218          9        640:  63%|██████▎   | 329/519 [02:29<01:04,  2.93it/s]
      44/80      0.94G     0.9328      1.576     0.6255      1.218         11        640:  63%|██████▎   | 329/519 [02:29<01:04,  2.93it/s]
      44/80      0.94G     0.9328      1.576     0.6255      1.218         11        640:  64%|██████▎   | 330/519 [02:29<00:55,  3.40it/s]
      44/80      0.94G     0.9337      1.577     0.6264      1.218          9        640:  64%|██████▎   | 330/519 [02:30<00:55,  3.40it/s]
      44/80      0.94G     0.9337      1.577     0.6264      1.218          9        640:  64%|██████▍   | 331/519 [02:30<01:11,  2.62it/s]
      44/80      0.94G     0.9332      1.576     0.6258      1.217          8        640:  64%|██████▍   | 331/519 [02:31<01:11,  2.62it/s]
      44/80      0.94G     0.9332      1.576     0.6258      1.217          8        640:  64%|██████▍   | 332/519 [02:31<02:00,  1.55it/s]
      44/80      0.94G     0.9331      1.575     0.6254      1.217         10        640:  64%|██████▍   | 332/519 [02:31<02:00,  1.55it/s]
      44/80      0.94G     0.9331      1.575     0.6254      1.217         10        640:  64%|██████▍   | 333/519 [02:31<01:37,  1.90it/s]
      44/80      0.94G     0.9336      1.575     0.6251      1.217         11        640:  64%|██████▍   | 333/519 [02:31<01:37,  1.90it/s]
      44/80      0.94G     0.9336      1.575     0.6251      1.217         11        640:  64%|██████▍   | 334/519 [02:31<01:23,  2.21it/s]
      44/80      0.94G     0.9339      1.575     0.6253      1.217          8        640:  64%|██████▍   | 334/519 [02:32<01:23,  2.21it/s]
      44/80      0.94G     0.9339      1.575     0.6253      1.217          8        640:  65%|██████▍   | 335/519 [02:32<01:08,  2.69it/s]
      44/80      0.94G     0.9331      1.574     0.6249      1.217         12        640:  65%|██████▍   | 335/519 [02:33<01:08,  2.69it/s]
      44/80      0.94G     0.9331      1.574     0.6249      1.217         12        640:  65%|██████▍   | 336/519 [02:33<01:37,  1.87it/s]
      44/80      0.94G     0.9327      1.573     0.6246      1.218          4        640:  65%|██████▍   | 336/519 [02:33<01:37,  1.87it/s]
      44/80      0.94G     0.9327      1.573     0.6246      1.218          4        640:  65%|██████▍   | 337/519 [02:33<01:21,  2.22it/s]
      44/80      0.94G     0.9319      1.573     0.6242      1.218          9        640:  65%|██████▍   | 337/519 [02:33<01:21,  2.22it/s]
      44/80      0.94G     0.9319      1.573     0.6242      1.218          9        640:  65%|██████▌   | 338/519 [02:33<01:14,  2.44it/s]
      44/80      0.94G     0.9314      1.573     0.6238      1.218         12        640:  65%|██████▌   | 338/519 [02:33<01:14,  2.44it/s]
      44/80      0.94G     0.9314      1.573     0.6238      1.218         12        640:  65%|██████▌   | 339/519 [02:33<01:08,  2.63it/s]
      44/80      0.94G     0.9308      1.572     0.6235      1.217         12        640:  65%|██████▌   | 339/519 [02:34<01:08,  2.63it/s]
      44/80      0.94G     0.9308      1.572     0.6235      1.217         12        640:  66%|██████▌   | 340/519 [02:34<01:29,  1.99it/s]
      44/80      0.94G     0.9308      1.572     0.6238      1.217         11        640:  66%|██████▌   | 340/519 [02:35<01:29,  1.99it/s]
      44/80      0.94G     0.9308      1.572     0.6238      1.217         11        640:  66%|██████▌   | 341/519 [02:35<01:17,  2.30it/s]
      44/80      0.94G     0.9309      1.572     0.6235      1.217         11        640:  66%|██████▌   | 341/519 [02:35<01:17,  2.30it/s]
      44/80      0.94G     0.9309      1.572     0.6235      1.217         11        640:  66%|██████▌   | 342/519 [02:35<01:21,  2.17it/s]
      44/80      0.94G     0.9306      1.572     0.6231      1.217          9        640:  66%|██████▌   | 342/519 [02:35<01:21,  2.17it/s]
      44/80      0.94G     0.9306      1.572     0.6231      1.217          9        640:  66%|██████▌   | 343/519 [02:35<01:08,  2.56it/s]
      44/80      0.94G      0.931      1.573     0.6237      1.217         12        640:  66%|██████▌   | 343/519 [02:36<01:08,  2.56it/s]
      44/80      0.94G      0.931      1.573     0.6237      1.217         12        640:  66%|██████▋   | 344/519 [02:36<01:19,  2.21it/s]
      44/80      0.94G     0.9308      1.573     0.6236      1.217         12        640:  66%|██████▋   | 344/519 [02:36<01:19,  2.21it/s]
      44/80      0.94G     0.9308      1.573     0.6236      1.217         12        640:  66%|██████▋   | 345/519 [02:36<01:06,  2.60it/s]
      44/80      0.94G     0.9305      1.574     0.6235      1.216          6        640:  66%|██████▋   | 345/519 [02:37<01:06,  2.60it/s]
      44/80      0.94G     0.9305      1.574     0.6235      1.216          6        640:  67%|██████▋   | 346/519 [02:37<01:16,  2.27it/s]
      44/80      0.94G       0.93      1.573     0.6232      1.216         11        640:  67%|██████▋   | 346/519 [02:37<01:16,  2.27it/s]
      44/80      0.94G       0.93      1.573     0.6232      1.216         11        640:  67%|██████▋   | 347/519 [02:37<01:24,  2.04it/s]
      44/80      0.94G     0.9295      1.573     0.6232      1.216         10        640:  67%|██████▋   | 347/519 [02:38<01:24,  2.04it/s]
      44/80      0.94G     0.9295      1.573     0.6232      1.216         10        640:  67%|██████▋   | 348/519 [02:38<01:31,  1.88it/s]
      44/80      0.94G     0.9292      1.573     0.6229      1.215         14        640:  67%|██████▋   | 348/519 [02:38<01:31,  1.88it/s]
      44/80      0.94G     0.9292      1.573     0.6229      1.215         14        640:  67%|██████▋   | 349/519 [02:38<01:14,  2.27it/s]
      44/80      0.94G      0.929      1.572     0.6225      1.215         11        640:  67%|██████▋   | 349/519 [02:38<01:14,  2.27it/s]
      44/80      0.94G      0.929      1.572     0.6225      1.215         11        640:  67%|██████▋   | 350/519 [02:38<01:03,  2.68it/s]
      44/80      0.94G     0.9297      1.572     0.6229      1.215         10        640:  67%|██████▋   | 350/519 [02:39<01:03,  2.68it/s]
      44/80      0.94G     0.9297      1.572     0.6229      1.215         10        640:  68%|██████▊   | 351/519 [02:39<01:09,  2.40it/s]
      44/80      0.94G     0.9292      1.571     0.6225      1.215         11        640:  68%|██████▊   | 351/519 [02:40<01:09,  2.40it/s]
      44/80      0.94G     0.9292      1.571     0.6225      1.215         11        640:  68%|██████▊   | 352/519 [02:40<01:26,  1.94it/s]
      44/80      0.94G     0.9294      1.571     0.6222      1.215         11        640:  68%|██████▊   | 352/519 [02:40<01:26,  1.94it/s]
      44/80      0.94G     0.9294      1.571     0.6222      1.215         11        640:  68%|██████▊   | 353/519 [02:40<01:12,  2.29it/s]
      44/80      0.94G     0.9287       1.57     0.6215      1.215         12        640:  68%|██████▊   | 353/519 [02:40<01:12,  2.29it/s]
      44/80      0.94G     0.9287       1.57     0.6215      1.215         12        640:  68%|██████▊   | 354/519 [02:40<01:03,  2.61it/s]
      44/80      0.94G     0.9289      1.571     0.6216      1.215         12        640:  68%|██████▊   | 354/519 [02:41<01:03,  2.61it/s]
      44/80      0.94G     0.9289      1.571     0.6216      1.215         12        640:  68%|██████▊   | 355/519 [02:41<01:29,  1.84it/s]
      44/80      0.94G     0.9282       1.57     0.6211      1.214          7        640:  68%|██████▊   | 355/519 [02:41<01:29,  1.84it/s]
      44/80      0.94G     0.9282       1.57     0.6211      1.214          7        640:  69%|██████▊   | 356/519 [02:41<01:13,  2.20it/s]
      44/80      0.94G     0.9279      1.569     0.6206      1.214         13        640:  69%|██████▊   | 356/519 [02:42<01:13,  2.20it/s]
      44/80      0.94G     0.9279      1.569     0.6206      1.214         13        640:  69%|██████▉   | 357/519 [02:42<01:21,  1.98it/s]
      44/80      0.94G     0.9282      1.571     0.6206      1.214          9        640:  69%|██████▉   | 357/519 [02:42<01:21,  1.98it/s]
      44/80      0.94G     0.9282      1.571     0.6206      1.214          9        640:  69%|██████▉   | 358/519 [02:42<01:09,  2.33it/s]
      44/80      0.94G     0.9289      1.573     0.6212      1.215          9        640:  69%|██████▉   | 358/519 [02:43<01:09,  2.33it/s]
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      44/80      0.94G     0.9285      1.573     0.6214      1.215         13        640:  69%|██████▉   | 359/519 [02:43<01:10,  2.26it/s]
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      44/80      0.94G     0.9284      1.571     0.6211      1.215         14        640:  69%|██████▉   | 360/519 [02:44<01:02,  2.54it/s]
      44/80      0.94G     0.9284      1.571     0.6211      1.215         14        640:  70%|██████▉   | 361/519 [02:44<01:26,  1.83it/s]
      44/80      0.94G     0.9278      1.571     0.6208      1.214         12        640:  70%|██████▉   | 361/519 [02:44<01:26,  1.83it/s]
      44/80      0.94G     0.9278      1.571     0.6208      1.214         12        640:  70%|██████▉   | 362/519 [02:44<01:11,  2.18it/s]
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      44/80      0.94G     0.9273      1.572      0.621      1.214         10        640:  70%|██████▉   | 363/519 [02:45<01:10,  2.22it/s]
      44/80      0.94G     0.9273      1.572      0.621      1.214         10        640:  70%|███████   | 364/519 [02:45<00:59,  2.58it/s]
      44/80      0.94G      0.928      1.571     0.6213      1.214          8        640:  70%|███████   | 364/519 [02:45<00:59,  2.58it/s]
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      44/80      0.94G      0.928       1.57     0.6214      1.214         12        640:  70%|███████   | 365/519 [02:46<01:08,  2.24it/s]
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      44/80      0.94G     0.9289       1.57     0.6221      1.215          9        640:  71%|███████   | 366/519 [02:47<01:00,  2.53it/s]
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      44/80      0.94G     0.9277      1.568     0.6214      1.214          5        640:  71%|███████   | 367/519 [02:47<01:25,  1.77it/s]
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      44/80      0.94G     0.9271      1.568     0.6214      1.214          9        640:  71%|███████   | 368/519 [02:47<01:15,  2.01it/s]
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      44/80      0.94G     0.9273      1.568     0.6212      1.214         11        640:  71%|███████   | 369/519 [02:47<01:03,  2.36it/s]
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      44/80      0.94G     0.9273      1.569     0.6211      1.214         10        640:  71%|███████▏  | 370/519 [02:48<00:54,  2.74it/s]
      44/80      0.94G     0.9273      1.569     0.6211      1.214         10        640:  71%|███████▏  | 371/519 [02:48<01:00,  2.43it/s]
      44/80      0.94G     0.9274      1.569     0.6209      1.213          8        640:  71%|███████▏  | 371/519 [02:48<01:00,  2.43it/s]
      44/80      0.94G     0.9274      1.569     0.6209      1.213          8        640:  72%|███████▏  | 372/519 [02:48<00:52,  2.79it/s]
      44/80      0.94G      0.927      1.568     0.6209      1.213          9        640:  72%|███████▏  | 372/519 [02:48<00:52,  2.79it/s]
      44/80      0.94G      0.927      1.568     0.6209      1.213          9        640:  72%|███████▏  | 373/519 [02:48<00:47,  3.10it/s]
      44/80      0.94G     0.9272      1.568     0.6205      1.213         10        640:  72%|███████▏  | 373/519 [02:49<00:47,  3.10it/s]
      44/80      0.94G     0.9272      1.568     0.6205      1.213         10        640:  72%|███████▏  | 374/519 [02:49<00:43,  3.36it/s]
      44/80      0.94G     0.9275      1.569     0.6208      1.213         14        640:  72%|███████▏  | 374/519 [02:50<00:43,  3.36it/s]
      44/80      0.94G     0.9275      1.569     0.6208      1.213         14        640:  72%|███████▏  | 375/519 [02:50<01:34,  1.52it/s]
      44/80      0.94G     0.9277      1.569     0.6208      1.213         12        640:  72%|███████▏  | 375/519 [02:50<01:34,  1.52it/s]
      44/80      0.94G     0.9277      1.569     0.6208      1.213         12        640:  72%|███████▏  | 376/519 [02:50<01:17,  1.84it/s]
      44/80      0.94G     0.9283      1.571     0.6209      1.214         12        640:  72%|███████▏  | 376/519 [02:51<01:17,  1.84it/s]
      44/80      0.94G     0.9283      1.571     0.6209      1.214         12        640:  73%|███████▎  | 377/519 [02:51<01:02,  2.29it/s]
      44/80      0.94G     0.9288      1.571      0.621      1.214         12        640:  73%|███████▎  | 377/519 [02:51<01:02,  2.29it/s]
      44/80      0.94G     0.9288      1.571      0.621      1.214         12        640:  73%|███████▎  | 378/519 [02:51<00:53,  2.65it/s]
      44/80      0.94G     0.9292      1.572     0.6214      1.214          6        640:  73%|███████▎  | 378/519 [02:52<00:53,  2.65it/s]
      44/80      0.94G     0.9292      1.572     0.6214      1.214          6        640:  73%|███████▎  | 379/519 [02:52<01:47,  1.31it/s]
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      44/80      0.94G     0.9296      1.572     0.6212      1.215         10        640:  73%|███████▎  | 380/519 [02:53<01:22,  1.69it/s]
      44/80      0.94G     0.9296      1.572     0.6212      1.215         10        640:  73%|███████▎  | 381/519 [02:53<01:04,  2.14it/s]
      44/80      0.94G     0.9289       1.57     0.6208      1.214         10        640:  73%|███████▎  | 381/519 [02:53<01:04,  2.14it/s]
      44/80      0.94G     0.9289       1.57     0.6208      1.214         10        640:  74%|███████▎  | 382/519 [02:53<00:57,  2.39it/s]
      44/80      0.94G     0.9304      1.573     0.6221      1.215          7        640:  74%|███████▎  | 382/519 [02:55<00:57,  2.39it/s]
      44/80      0.94G     0.9304      1.573     0.6221      1.215          7        640:  74%|███████▍  | 383/519 [02:55<01:38,  1.38it/s]
      44/80      0.94G     0.9293      1.572     0.6216      1.215          5        640:  74%|███████▍  | 383/519 [02:55<01:38,  1.38it/s]
      44/80      0.94G     0.9293      1.572     0.6216      1.215          5        640:  74%|███████▍  | 384/519 [02:55<01:19,  1.70it/s]
      44/80      0.94G     0.9289      1.572     0.6214      1.214          7        640:  74%|███████▍  | 384/519 [02:55<01:19,  1.70it/s]
      44/80      0.94G     0.9289      1.572     0.6214      1.214          7        640:  74%|███████▍  | 385/519 [02:55<01:02,  2.15it/s]
      44/80      0.94G     0.9291      1.572     0.6213      1.214          8        640:  74%|███████▍  | 385/519 [02:55<01:02,  2.15it/s]
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      44/80      0.94G     0.9294      1.571     0.6211      1.214         12        640:  74%|███████▍  | 386/519 [02:57<00:53,  2.49it/s]
      44/80      0.94G     0.9294      1.571     0.6211      1.214         12        640:  75%|███████▍  | 387/519 [02:57<01:31,  1.44it/s]
      44/80      0.94G     0.9299      1.573      0.621      1.214         11        640:  75%|███████▍  | 387/519 [02:57<01:31,  1.44it/s]
      44/80      0.94G     0.9299      1.573      0.621      1.214         11        640:  75%|███████▍  | 388/519 [02:57<01:11,  1.82it/s]
      44/80      0.94G     0.9293      1.571     0.6203      1.214         11        640:  75%|███████▍  | 388/519 [02:57<01:11,  1.82it/s]
      44/80      0.94G     0.9293      1.571     0.6203      1.214         11        640:  75%|███████▍  | 389/519 [02:57<00:57,  2.26it/s]
      44/80      0.94G     0.9288      1.572     0.6199      1.213         12        640:  75%|███████▍  | 389/519 [02:57<00:57,  2.26it/s]
      44/80      0.94G     0.9288      1.572     0.6199      1.213         12        640:  75%|███████▌  | 390/519 [02:57<00:51,  2.52it/s]
      44/80      0.94G     0.9291      1.572     0.6199      1.213         12        640:  75%|███████▌  | 390/519 [02:59<00:51,  2.52it/s]
      44/80      0.94G     0.9291      1.572     0.6199      1.213         12        640:  75%|███████▌  | 391/519 [02:59<01:33,  1.37it/s]
      44/80      0.94G     0.9291      1.571     0.6196      1.213          7        640:  75%|███████▌  | 391/519 [02:59<01:33,  1.37it/s]
      44/80      0.94G     0.9291      1.571     0.6196      1.213          7        640:  76%|███████▌  | 392/519 [02:59<01:11,  1.78it/s]
      44/80      0.94G     0.9282       1.57     0.6191      1.212         12        640:  76%|███████▌  | 392/519 [02:59<01:11,  1.78it/s]
      44/80      0.94G     0.9282       1.57     0.6191      1.212         12        640:  76%|███████▌  | 393/519 [02:59<00:56,  2.22it/s]
      44/80      0.94G     0.9282      1.572      0.619      1.212         11        640:  76%|███████▌  | 393/519 [02:59<00:56,  2.22it/s]
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      44/80      0.94G     0.9279      1.572     0.6185      1.212          9        640:  76%|███████▌  | 394/519 [03:00<00:48,  2.60it/s]
      44/80      0.94G     0.9279      1.572     0.6185      1.212          9        640:  76%|███████▌  | 395/519 [03:00<01:02,  1.99it/s]
      44/80      0.94G     0.9286      1.571     0.6188      1.212          9        640:  76%|███████▌  | 395/519 [03:00<01:02,  1.99it/s]
      44/80      0.94G     0.9286      1.571     0.6188      1.212          9        640:  76%|███████▋  | 396/519 [03:00<00:52,  2.34it/s]
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      44/80      0.94G      0.928       1.57     0.6182      1.211          7        640:  76%|███████▋  | 397/519 [03:01<00:44,  2.72it/s]
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      44/80      0.94G     0.9277       1.57     0.6181      1.211         13        640:  77%|███████▋  | 398/519 [03:02<00:38,  3.16it/s]
      44/80      0.94G     0.9277       1.57     0.6181      1.211         13        640:  77%|███████▋  | 399/519 [03:02<01:05,  1.83it/s]
      44/80      0.94G     0.9277       1.57      0.618      1.211         14        640:  77%|███████▋  | 399/519 [03:02<01:05,  1.83it/s]
      44/80      0.94G     0.9277       1.57      0.618      1.211         14        640:  77%|███████▋  | 400/519 [03:02<00:55,  2.14it/s]
      44/80      0.94G     0.9276      1.569     0.6181      1.211         11        640:  77%|███████▋  | 400/519 [03:03<00:55,  2.14it/s]
      44/80      0.94G     0.9276      1.569     0.6181      1.211         11        640:  77%|███████▋  | 401/519 [03:03<00:47,  2.47it/s]
      44/80      0.94G      0.927       1.57     0.6177       1.21         11        640:  77%|███████▋  | 401/519 [03:03<00:47,  2.47it/s]
      44/80      0.94G      0.927       1.57     0.6177       1.21         11        640:  77%|███████▋  | 402/519 [03:03<00:41,  2.84it/s]
      44/80      0.94G     0.9267      1.569     0.6173       1.21          8        640:  77%|███████▋  | 402/519 [03:04<00:41,  2.84it/s]
      44/80      0.94G     0.9267      1.569     0.6173       1.21          8        640:  78%|███████▊  | 403/519 [03:04<00:57,  2.00it/s]
      44/80      0.94G     0.9277      1.569     0.6174      1.211         13        640:  78%|███████▊  | 403/519 [03:04<00:57,  2.00it/s]
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      44/80      0.94G     0.9275      1.569     0.6175      1.211          9        640:  78%|███████▊  | 404/519 [03:04<00:48,  2.37it/s]
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      44/80      0.94G     0.9278      1.568     0.6172      1.211         10        640:  78%|███████▊  | 405/519 [03:04<00:40,  2.82it/s]
      44/80      0.94G     0.9278      1.568     0.6172      1.211         10        640:  78%|███████▊  | 406/519 [03:04<00:35,  3.19it/s]
      44/80      0.94G     0.9277      1.568     0.6168      1.211          9        640:  78%|███████▊  | 406/519 [03:05<00:35,  3.19it/s]
      44/80      0.94G     0.9277      1.568     0.6168      1.211          9        640:  78%|███████▊  | 407/519 [03:05<00:58,  1.90it/s]
      44/80      0.94G     0.9283       1.57     0.6176      1.212          8        640:  78%|███████▊  | 407/519 [03:06<00:58,  1.90it/s]
      44/80      0.94G     0.9283       1.57     0.6176      1.212          8        640:  79%|███████▊  | 408/519 [03:06<00:48,  2.28it/s]
      44/80      0.94G      0.928      1.569     0.6175      1.212         10        640:  79%|███████▊  | 408/519 [03:06<00:48,  2.28it/s]
      44/80      0.94G      0.928      1.569     0.6175      1.212         10        640:  79%|███████▉  | 409/519 [03:06<00:41,  2.66it/s]
      44/80      0.94G     0.9275      1.568     0.6173      1.211          9        640:  79%|███████▉  | 409/519 [03:06<00:41,  2.66it/s]
      44/80      0.94G     0.9275      1.568     0.6173      1.211          9        640:  79%|███████▉  | 410/519 [03:06<00:36,  3.02it/s]
      44/80      0.94G     0.9275      1.568     0.6172      1.212          6        640:  79%|███████▉  | 410/519 [03:07<00:36,  3.02it/s]
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      44/80      0.94G     0.9288      1.568     0.6171      1.212          9        640:  79%|███████▉  | 411/519 [03:07<01:00,  1.80it/s]
      44/80      0.94G     0.9288      1.568     0.6171      1.212          9        640:  79%|███████▉  | 412/519 [03:07<00:47,  2.23it/s]
      44/80      0.94G     0.9288      1.568     0.6172      1.212          9        640:  79%|███████▉  | 412/519 [03:08<00:47,  2.23it/s]
      44/80      0.94G     0.9288      1.568     0.6172      1.212          9        640:  80%|███████▉  | 413/519 [03:08<00:42,  2.50it/s]
      44/80      0.94G     0.9288      1.568     0.6169      1.212         13        640:  80%|███████▉  | 413/519 [03:08<00:42,  2.50it/s]
      44/80      0.94G     0.9288      1.568     0.6169      1.212         13        640:  80%|███████▉  | 414/519 [03:08<00:35,  2.96it/s]
      44/80      0.94G     0.9294      1.569     0.6172      1.212         11        640:  80%|███████▉  | 414/519 [03:09<00:35,  2.96it/s]
      44/80      0.94G     0.9294      1.569     0.6172      1.212         11        640:  80%|███████▉  | 415/519 [03:09<00:59,  1.74it/s]
      44/80      0.94G     0.9299       1.57     0.6177      1.212         12        640:  80%|███████▉  | 415/519 [03:09<00:59,  1.74it/s]
      44/80      0.94G     0.9299       1.57     0.6177      1.212         12        640:  80%|████████  | 416/519 [03:09<00:52,  1.97it/s]
      44/80      0.94G     0.9297      1.569     0.6177      1.212         10        640:  80%|████████  | 416/519 [03:09<00:52,  1.97it/s]
      44/80      0.94G     0.9297      1.569     0.6177      1.212         10        640:  80%|████████  | 417/519 [03:09<00:42,  2.37it/s]
      44/80      0.94G     0.9294      1.568     0.6174      1.212          9        640:  80%|████████  | 417/519 [03:10<00:42,  2.37it/s]
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      44/80      0.94G     0.9304       1.57     0.6182      1.213          6        640:  81%|████████  | 418/519 [03:11<00:37,  2.68it/s]
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      44/80      0.94G      0.931       1.57     0.6178      1.215          8        640:  82%|████████▏ | 426/519 [03:13<00:32,  2.90it/s]
      44/80      0.94G     0.9318      1.572     0.6189      1.215         11        640:  82%|████████▏ | 426/519 [03:15<00:32,  2.90it/s]
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      44/80      0.94G     0.9296       1.57      0.618      1.213          8        640:  83%|████████▎ | 432/519 [03:17<00:42,  2.07it/s]
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      44/80      0.94G     0.9305      1.571     0.6179      1.213          8        640:  84%|████████▍ | 436/519 [03:18<00:35,  2.31it/s]
      44/80      0.94G     0.9314      1.572     0.6186      1.214         10        640:  84%|████████▍ | 436/519 [03:19<00:35,  2.31it/s]
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      44/80      0.94G     0.9311      1.573     0.6188      1.214         11        640:  84%|████████▍ | 437/519 [03:19<00:30,  2.69it/s]
      44/80      0.94G     0.9311      1.573     0.6188      1.214         11        640:  84%|████████▍ | 438/519 [03:19<00:26,  3.04it/s]
      44/80      0.94G     0.9315      1.573     0.6191      1.214         12        640:  84%|████████▍ | 438/519 [03:20<00:26,  3.04it/s]
      44/80      0.94G     0.9315      1.573     0.6191      1.214         12        640:  85%|████████▍ | 439/519 [03:20<00:37,  2.13it/s]
      44/80      0.94G     0.9312      1.572     0.6194      1.214          9        640:  85%|████████▍ | 439/519 [03:20<00:37,  2.13it/s]
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      44/80      0.94G     0.9304      1.571      0.619      1.213          9        640:  85%|████████▍ | 440/519 [03:20<00:30,  2.58it/s]
      44/80      0.94G     0.9304      1.571      0.619      1.213          9        640:  85%|████████▍ | 441/519 [03:20<00:26,  2.92it/s]
      44/80      0.94G     0.9307      1.572     0.6197      1.214         12        640:  85%|████████▍ | 441/519 [03:20<00:26,  2.92it/s]
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      44/80      0.94G     0.9304      1.573     0.6196      1.213          8        640:  85%|████████▌ | 443/519 [03:21<00:41,  1.83it/s]
      44/80      0.94G     0.9301      1.573     0.6194      1.213         15        640:  85%|████████▌ | 443/519 [03:22<00:41,  1.83it/s]
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      44/80      0.94G       0.93      1.573     0.6192      1.213          9        640:  86%|████████▌ | 444/519 [03:22<00:33,  2.24it/s]
      44/80      0.94G       0.93      1.573     0.6192      1.213          9        640:  86%|████████▌ | 445/519 [03:22<00:29,  2.53it/s]
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      44/80      0.94G     0.9302      1.572     0.6193      1.212          7        640:  86%|████████▌ | 447/519 [03:23<00:35,  2.00it/s]
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      44/80      0.94G      0.931      1.574     0.6191      1.212          6        640:  87%|████████▋ | 450/519 [03:24<00:23,  2.94it/s]
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      44/80      0.94G      0.932      1.576     0.6186      1.213          9        640:  88%|████████▊ | 456/519 [03:27<00:30,  2.06it/s]
      44/80      0.94G      0.932      1.576     0.6186      1.213          9        640:  88%|████████▊ | 457/519 [03:27<00:25,  2.47it/s]
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      44/80      0.94G     0.9315      1.575     0.6185      1.213          9        640:  88%|████████▊ | 459/519 [03:29<00:40,  1.49it/s]
      44/80      0.94G     0.9315      1.575     0.6185      1.213          9        640:  89%|████████▊ | 460/519 [03:29<00:31,  1.85it/s]
      44/80      0.94G     0.9311      1.575     0.6183      1.212         14        640:  89%|████████▊ | 460/519 [03:29<00:31,  1.85it/s]
      44/80      0.94G     0.9311      1.575     0.6183      1.212         14        640:  89%|████████▉ | 461/519 [03:29<00:26,  2.18it/s]
      44/80      0.94G     0.9315      1.575     0.6185      1.213         11        640:  89%|████████▉ | 461/519 [03:29<00:26,  2.18it/s]
      44/80      0.94G     0.9315      1.575     0.6185      1.213         11        640:  89%|████████▉ | 462/519 [03:29<00:21,  2.66it/s]
      44/80      0.94G     0.9312      1.575     0.6181      1.212         12        640:  89%|████████▉ | 462/519 [03:31<00:21,  2.66it/s]
      44/80      0.94G     0.9312      1.575     0.6181      1.212         12        640:  89%|████████▉ | 463/519 [03:31<00:38,  1.45it/s]
      44/80      0.94G     0.9314      1.576      0.619      1.213         13        640:  89%|████████▉ | 463/519 [03:31<00:38,  1.45it/s]
      44/80      0.94G     0.9314      1.576      0.619      1.213         13        640:  89%|████████▉ | 464/519 [03:31<00:31,  1.75it/s]
      44/80      0.94G     0.9314      1.577     0.6189      1.212          9        640:  89%|████████▉ | 464/519 [03:31<00:31,  1.75it/s]
      44/80      0.94G     0.9314      1.577     0.6189      1.212          9        640:  90%|████████▉ | 465/519 [03:31<00:25,  2.15it/s]
      44/80      0.94G     0.9311      1.576     0.6187      1.212         10        640:  90%|████████▉ | 465/519 [03:32<00:25,  2.15it/s]
      44/80      0.94G     0.9311      1.576     0.6187      1.212         10        640:  90%|████████▉ | 466/519 [03:32<00:21,  2.41it/s]
      44/80      0.94G     0.9307      1.579     0.6186      1.212          8        640:  90%|████████▉ | 466/519 [03:33<00:21,  2.41it/s]
      44/80      0.94G     0.9307      1.579     0.6186      1.212          8        640:  90%|████████▉ | 467/519 [03:33<00:29,  1.79it/s]
      44/80      0.94G      0.931      1.579     0.6187      1.211          8        640:  90%|████████▉ | 467/519 [03:33<00:29,  1.79it/s]
      44/80      0.94G      0.931      1.579     0.6187      1.211          8        640:  90%|█████████ | 468/519 [03:33<00:23,  2.14it/s]
      44/80      0.94G     0.9313      1.579     0.6186      1.211         12        640:  90%|█████████ | 468/519 [03:33<00:23,  2.14it/s]
      44/80      0.94G     0.9313      1.579     0.6186      1.211         12        640:  90%|█████████ | 469/519 [03:33<00:18,  2.66it/s]
      44/80      0.94G     0.9313      1.578     0.6184      1.211         11        640:  90%|█████████ | 469/519 [03:33<00:18,  2.66it/s]
      44/80      0.94G     0.9313      1.578     0.6184      1.211         11        640:  91%|█████████ | 470/519 [03:33<00:17,  2.87it/s]
      44/80      0.94G     0.9312      1.578     0.6186      1.212          9        640:  91%|█████████ | 470/519 [03:34<00:17,  2.87it/s]
      44/80      0.94G     0.9312      1.578     0.6186      1.212          9        640:  91%|█████████ | 471/519 [03:34<00:23,  2.04it/s]
      44/80      0.94G     0.9309      1.577     0.6187      1.211          9        640:  91%|█████████ | 471/519 [03:34<00:23,  2.04it/s]
      44/80      0.94G     0.9309      1.577     0.6187      1.211          9        640:  91%|█████████ | 472/519 [03:34<00:19,  2.45it/s]
      44/80      0.94G      0.931      1.576     0.6183      1.211         11        640:  91%|█████████ | 472/519 [03:35<00:19,  2.45it/s]
      44/80      0.94G      0.931      1.576     0.6183      1.211         11        640:  91%|█████████ | 473/519 [03:35<00:17,  2.68it/s]
      44/80      0.94G     0.9311      1.576     0.6182      1.211         10        640:  91%|█████████ | 473/519 [03:35<00:17,  2.68it/s]
      44/80      0.94G     0.9311      1.576     0.6182      1.211         10        640:  91%|█████████▏| 474/519 [03:35<00:14,  3.01it/s]
      44/80      0.94G     0.9314      1.577     0.6186      1.211          8        640:  91%|█████████▏| 474/519 [03:36<00:14,  3.01it/s]
      44/80      0.94G     0.9314      1.577     0.6186      1.211          8        640:  92%|█████████▏| 475/519 [03:36<00:24,  1.79it/s]
      44/80      0.94G     0.9311      1.576     0.6184      1.211          6        640:  92%|█████████▏| 475/519 [03:36<00:24,  1.79it/s]
      44/80      0.94G     0.9311      1.576     0.6184      1.211          6        640:  92%|█████████▏| 476/519 [03:36<00:19,  2.16it/s]
      44/80      0.94G     0.9314      1.576     0.6187      1.211         11        640:  92%|█████████▏| 476/519 [03:36<00:19,  2.16it/s]
      44/80      0.94G     0.9314      1.576     0.6187      1.211         11        640:  92%|█████████▏| 477/519 [03:36<00:16,  2.56it/s]
      44/80      0.94G     0.9313      1.576     0.6186      1.211         12        640:  92%|█████████▏| 477/519 [03:37<00:16,  2.56it/s]
      44/80      0.94G     0.9313      1.576     0.6186      1.211         12        640:  92%|█████████▏| 478/519 [03:37<00:13,  3.00it/s]
      44/80      0.94G     0.9316      1.577      0.619      1.211         11        640:  92%|█████████▏| 478/519 [03:37<00:13,  3.00it/s]
      44/80      0.94G     0.9316      1.577      0.619      1.211         11        640:  92%|█████████▏| 479/519 [03:37<00:14,  2.67it/s]
      44/80      0.94G     0.9311      1.576     0.6185      1.211         13        640:  92%|█████████▏| 479/519 [03:37<00:14,  2.67it/s]
      44/80      0.94G     0.9311      1.576     0.6185      1.211         13        640:  92%|█████████▏| 480/519 [03:37<00:13,  2.86it/s]
      44/80      0.94G     0.9314      1.577     0.6185      1.211         13        640:  92%|█████████▏| 480/519 [03:38<00:13,  2.86it/s]
      44/80      0.94G     0.9314      1.577     0.6185      1.211         13        640:  93%|█████████▎| 481/519 [03:38<00:12,  3.09it/s]
      44/80      0.94G     0.9321      1.578     0.6191      1.211          9        640:  93%|█████████▎| 481/519 [03:38<00:12,  3.09it/s]
      44/80      0.94G     0.9321      1.578     0.6191      1.211          9        640:  93%|█████████▎| 482/519 [03:38<00:11,  3.26it/s]
      44/80      0.94G     0.9326      1.579     0.6196      1.211         11        640:  93%|█████████▎| 482/519 [03:39<00:11,  3.26it/s]
      44/80      0.94G     0.9326      1.579     0.6196      1.211         11        640:  93%|█████████▎| 483/519 [03:39<00:18,  1.94it/s]
      44/80      0.94G     0.9326       1.58     0.6198      1.211         12        640:  93%|█████████▎| 483/519 [03:39<00:18,  1.94it/s]
      44/80      0.94G     0.9326       1.58     0.6198      1.211         12        640:  93%|█████████▎| 484/519 [03:39<00:14,  2.39it/s]
      44/80      0.94G      0.933       1.58     0.6198      1.211          6        640:  93%|█████████▎| 484/519 [03:39<00:14,  2.39it/s]
      44/80      0.94G      0.933       1.58     0.6198      1.211          6        640:  93%|█████████▎| 485/519 [03:39<00:12,  2.83it/s]
      44/80      0.94G     0.9333       1.58     0.6195      1.211         11        640:  93%|█████████▎| 485/519 [03:40<00:12,  2.83it/s]
      44/80      0.94G     0.9333       1.58     0.6195      1.211         11        640:  94%|█████████▎| 486/519 [03:40<00:10,  3.08it/s]
      44/80      0.94G     0.9332      1.581     0.6199      1.211         13        640:  94%|█████████▎| 486/519 [03:40<00:10,  3.08it/s]
      44/80      0.94G     0.9332      1.581     0.6199      1.211         13        640:  94%|█████████▍| 487/519 [03:40<00:14,  2.18it/s]
      44/80      0.94G     0.9331      1.581     0.6196      1.211         12        640:  94%|█████████▍| 487/519 [03:40<00:14,  2.18it/s]
      44/80      0.94G     0.9331      1.581     0.6196      1.211         12        640:  94%|█████████▍| 488/519 [03:40<00:11,  2.64it/s]
      44/80      0.94G     0.9337       1.58     0.6199      1.211          8        640:  94%|█████████▍| 488/519 [03:41<00:11,  2.64it/s]
      44/80      0.94G     0.9337       1.58     0.6199      1.211          8        640:  94%|█████████▍| 489/519 [03:41<00:10,  2.94it/s]
      44/80      0.94G      0.934      1.581       0.62      1.211         11        640:  94%|█████████▍| 489/519 [03:41<00:10,  2.94it/s]
      44/80      0.94G      0.934      1.581       0.62      1.211         11        640:  94%|█████████▍| 490/519 [03:41<00:08,  3.24it/s]
      44/80      0.94G     0.9337       1.58     0.6197      1.211         15        640:  94%|█████████▍| 490/519 [03:42<00:08,  3.24it/s]
      44/80      0.94G     0.9337       1.58     0.6197      1.211         15        640:  95%|█████████▍| 491/519 [03:42<00:15,  1.84it/s]
      44/80      0.94G      0.934       1.58     0.6203      1.211          8        640:  95%|█████████▍| 491/519 [03:42<00:15,  1.84it/s]
      44/80      0.94G      0.934       1.58     0.6203      1.211          8        640:  95%|█████████▍| 492/519 [03:42<00:12,  2.15it/s]
      44/80      0.94G     0.9337      1.579     0.6199      1.211         12        640:  95%|█████████▍| 492/519 [03:43<00:12,  2.15it/s]
      44/80      0.94G     0.9337      1.579     0.6199      1.211         12        640:  95%|█████████▍| 493/519 [03:43<00:10,  2.53it/s]
      44/80      0.94G     0.9334      1.579     0.6199      1.211         11        640:  95%|█████████▍| 493/519 [03:43<00:10,  2.53it/s]
      44/80      0.94G     0.9334      1.579     0.6199      1.211         11        640:  95%|█████████▌| 494/519 [03:43<00:08,  2.98it/s]
      44/80      0.94G     0.9334      1.579     0.6197      1.211         13        640:  95%|█████████▌| 494/519 [03:44<00:08,  2.98it/s]
      44/80      0.94G     0.9334      1.579     0.6197      1.211         13        640:  95%|█████████▌| 495/519 [03:44<00:14,  1.61it/s]
      44/80      0.94G     0.9336      1.579     0.6198      1.211          9        640:  95%|█████████▌| 495/519 [03:44<00:14,  1.61it/s]
      44/80      0.94G     0.9336      1.579     0.6198      1.211          9        640:  96%|█████████▌| 496/519 [03:44<00:12,  1.89it/s]
      44/80      0.94G     0.9333      1.579     0.6195      1.211         11        640:  96%|█████████▌| 496/519 [03:45<00:12,  1.89it/s]
      44/80      0.94G     0.9333      1.579     0.6195      1.211         11        640:  96%|█████████▌| 497/519 [03:45<00:10,  2.19it/s]
      44/80      0.94G     0.9332       1.58     0.6196      1.211         13        640:  96%|█████████▌| 497/519 [03:45<00:10,  2.19it/s]
      44/80      0.94G     0.9332       1.58     0.6196      1.211         13        640:  96%|█████████▌| 498/519 [03:45<00:07,  2.66it/s]
      44/80      0.94G     0.9331       1.58     0.6197      1.211          8        640:  96%|█████████▌| 498/519 [03:46<00:07,  2.66it/s]
      44/80      0.94G     0.9331       1.58     0.6197      1.211          8        640:  96%|█████████▌| 499/519 [03:46<00:09,  2.01it/s]
      44/80      0.94G     0.9329       1.58     0.6198       1.21         12        640:  96%|█████████▌| 499/519 [03:46<00:09,  2.01it/s]
      44/80      0.94G     0.9329       1.58     0.6198       1.21         12        640:  96%|█████████▋| 500/519 [03:46<00:08,  2.37it/s]
      44/80      0.94G     0.9331      1.581     0.6203       1.21         10        640:  96%|█████████▋| 500/519 [03:46<00:08,  2.37it/s]
      44/80      0.94G     0.9331      1.581     0.6203       1.21         10        640:  97%|█████████▋| 501/519 [03:46<00:06,  2.81it/s]
      44/80      0.94G     0.9324      1.581     0.6198       1.21         12        640:  97%|█████████▋| 501/519 [03:46<00:06,  2.81it/s]
      44/80      0.94G     0.9324      1.581     0.6198       1.21         12        640:  97%|█████████▋| 502/519 [03:46<00:05,  3.09it/s]
      44/80      0.94G     0.9328       1.58       0.62       1.21          9        640:  97%|█████████▋| 502/519 [03:48<00:05,  3.09it/s]
      44/80      0.94G     0.9328       1.58       0.62       1.21          9        640:  97%|█████████▋| 503/519 [03:48<00:10,  1.55it/s]
      44/80      0.94G     0.9327      1.581     0.6203       1.21         10        640:  97%|█████████▋| 503/519 [03:48<00:10,  1.55it/s]
      44/80      0.94G     0.9327      1.581     0.6203       1.21         10        640:  97%|█████████▋| 504/519 [03:48<00:07,  1.91it/s]
      44/80      0.94G     0.9328      1.581       0.62       1.21          8        640:  97%|█████████▋| 504/519 [03:48<00:07,  1.91it/s]
      44/80      0.94G     0.9328      1.581       0.62       1.21          8        640:  97%|█████████▋| 505/519 [03:48<00:06,  2.30it/s]
      44/80      0.94G     0.9328      1.581     0.6198       1.21          7        640:  97%|█████████▋| 505/519 [03:48<00:06,  2.30it/s]
      44/80      0.94G     0.9328      1.581     0.6198       1.21          7        640:  97%|█████████▋| 506/519 [03:48<00:04,  2.68it/s]
      44/80      0.94G     0.9321      1.581     0.6199       1.21          7        640:  97%|█████████▋| 506/519 [03:49<00:04,  2.68it/s]
      44/80      0.94G     0.9321      1.581     0.6199       1.21          7        640:  98%|█████████▊| 507/519 [03:49<00:06,  1.74it/s]
      44/80      0.94G     0.9327      1.581     0.6204       1.21          8        640:  98%|█████████▊| 507/519 [03:50<00:06,  1.74it/s]
      44/80      0.94G     0.9327      1.581     0.6204       1.21          8        640:  98%|█████████▊| 508/519 [03:50<00:05,  2.12it/s]
      44/80      0.94G     0.9327       1.58     0.6206      1.211          8        640:  98%|█████████▊| 508/519 [03:50<00:05,  2.12it/s]
      44/80      0.94G     0.9327       1.58     0.6206      1.211          8        640:  98%|█████████▊| 509/519 [03:50<00:04,  2.48it/s]
      44/80      0.94G     0.9328       1.58     0.6206       1.21         14        640:  98%|█████████▊| 509/519 [03:50<00:04,  2.48it/s]
      44/80      0.94G     0.9328       1.58     0.6206       1.21         14        640:  98%|█████████▊| 510/519 [03:50<00:03,  2.91it/s]
      44/80      0.94G     0.9325       1.58     0.6202       1.21         13        640:  98%|█████████▊| 510/519 [03:52<00:03,  2.91it/s]
      44/80      0.94G     0.9325       1.58     0.6202       1.21         13        640:  98%|█████████▊| 511/519 [03:52<00:05,  1.50it/s]
      44/80      0.94G     0.9321      1.579     0.6199       1.21         11        640:  98%|█████████▊| 511/519 [03:52<00:05,  1.50it/s]
      44/80      0.94G     0.9321      1.579     0.6199       1.21         11        640:  99%|█████████▊| 512/519 [03:52<00:03,  1.93it/s]
      44/80      0.94G     0.9319      1.579     0.6196       1.21         14        640:  99%|█████████▊| 512/519 [03:52<00:03,  1.93it/s]
      44/80      0.94G     0.9319      1.579     0.6196       1.21         14        640:  99%|█████████▉| 513/519 [03:52<00:02,  2.47it/s]
      44/80      0.94G     0.9318      1.579     0.6194       1.21         14        640:  99%|█████████▉| 513/519 [03:52<00:02,  2.47it/s]
      44/80      0.94G     0.9318      1.579     0.6194       1.21         14        640:  99%|█████████▉| 514/519 [03:52<00:01,  3.16it/s]
      44/80      0.94G     0.9317      1.578     0.6196       1.21         12        640:  99%|█████████▉| 514/519 [03:52<00:01,  3.16it/s]
      44/80      0.94G     0.9317      1.578     0.6196       1.21         12        640:  99%|█████████▉| 515/519 [03:52<00:01,  3.06it/s]
      44/80      0.94G     0.9319      1.579     0.6198       1.21         12        640:  99%|█████████▉| 515/519 [03:52<00:01,  3.06it/s]
      44/80      0.94G     0.9319      1.579     0.6198       1.21         12        640:  99%|█████████▉| 516/519 [03:52<00:00,  3.84it/s]
      44/80      0.94G      0.932      1.578     0.6195       1.21          6        640:  99%|█████████▉| 516/519 [03:53<00:00,  3.84it/s]
      44/80      0.94G      0.932      1.578     0.6195       1.21          6        640: 100%|█████████▉| 517/519 [03:53<00:00,  4.66it/s]
      44/80      0.94G     0.9321      1.577     0.6193       1.21         11        640: 100%|█████████▉| 517/519 [03:53<00:00,  4.66it/s]
      44/80      0.94G     0.9324      1.577      0.619       1.21          8        640: 100%|█████████▉| 517/519 [03:53<00:00,  4.66it/s]
      44/80      0.94G     0.9324      1.577      0.619       1.21          8        640: 100%|██████████| 519/519 [03:53<00:00,  4.65it/s]
      44/80      0.94G     0.9324      1.577      0.619       1.21          8        640: 100%|██████████| 519/519 [03:53<00:00,  2.22it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:43,  6.31s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:58,  2.83s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:44,  1.69s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:11,  1.17s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<00:58,  1.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:50,  1.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:43,  1.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:37,  1.51it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:32,  1.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:27,  2.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:23,  2.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:23,  2.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:23,  2.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:23,  2.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:25,  1.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:23,  2.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:23,  1.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:25,  1.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:26,  1.60it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  1.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:17,  2.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.97it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:05,  5.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:04,  6.51it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.84it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  7.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.33it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:02,  8.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:02,  8.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:02,  7.27it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  5.84it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:03,  5.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:03,  5.49it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  5.82it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:21<00:01,  7.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  82%|████████▏ | 53/65 [00:21<00:01,  8.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  8.87it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.55it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.79it/s]
-                   all        519        519      0.959      0.952      0.983      0.737      0.961      0.954      0.985      0.718
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
      45/80      0.94G     0.8481      1.754     0.6673      1.157         12        640:   0%|          | 0/519 [00:03<?, ?it/s]
      45/80      0.94G     0.8481      1.754     0.6673      1.157         12        640:   0%|          | 1/519 [00:03<27:01,  3.13s/it]
      45/80      0.94G     0.9756      1.619     0.7063      1.289          6        640:   0%|          | 1/519 [00:03<27:01,  3.13s/it]
      45/80      0.94G     0.9756      1.619     0.7063      1.289          6        640:   0%|          | 2/519 [00:03<12:13,  1.42s/it]
      45/80      0.94G     0.9478      1.817      0.682      1.277          9        640:   0%|          | 2/519 [00:03<12:13,  1.42s/it]
      45/80      0.94G     0.9478      1.817      0.682      1.277          9        640:   1%|          | 3/519 [00:03<07:28,  1.15it/s]
      45/80      0.94G     0.9207      1.655     0.7266      1.242          7        640:   1%|          | 3/519 [00:03<07:28,  1.15it/s]
      45/80      0.94G     0.9207      1.655     0.7266      1.242          7        640:   1%|          | 4/519 [00:03<05:19,  1.61it/s]
      45/80      0.94G     0.9131      1.561     0.7072      1.264          7        640:   1%|          | 4/519 [00:04<05:19,  1.61it/s]
      45/80      0.94G     0.9131      1.561     0.7072      1.264          7        640:   1%|          | 5/519 [00:04<04:32,  1.89it/s]
      45/80      0.94G     0.8677      1.543     0.6583      1.237         11        640:   1%|          | 5/519 [00:04<04:32,  1.89it/s]
      45/80      0.94G     0.8677      1.543     0.6583      1.237         11        640:   1%|          | 6/519 [00:04<03:40,  2.33it/s]
      45/80      0.94G     0.8741      1.525     0.6379      1.235         12        640:   1%|          | 6/519 [00:04<03:40,  2.33it/s]
      45/80      0.94G     0.8741      1.525     0.6379      1.235         12        640:   1%|▏         | 7/519 [00:04<03:02,  2.80it/s]
      45/80      0.94G     0.8701      1.549     0.6197      1.239         10        640:   1%|▏         | 7/519 [00:04<03:02,  2.80it/s]
      45/80      0.94G     0.8701      1.549     0.6197      1.239         10        640:   2%|▏         | 8/519 [00:04<02:40,  3.18it/s]
      45/80      0.94G     0.8823      1.531     0.6238      1.228         14        640:   2%|▏         | 8/519 [00:06<02:40,  3.18it/s]
      45/80      0.94G     0.8823      1.531     0.6238      1.228         14        640:   2%|▏         | 9/519 [00:06<07:02,  1.21it/s]
      45/80      0.94G     0.8851      1.492     0.6044      1.217         10        640:   2%|▏         | 9/519 [00:07<07:02,  1.21it/s]
      45/80      0.94G     0.8851      1.492     0.6044      1.217         10        640:   2%|▏         | 10/519 [00:07<05:35,  1.52it/s]
      45/80      0.94G     0.8763      1.438     0.6124      1.207          4        640:   2%|▏         | 10/519 [00:07<05:35,  1.52it/s]
      45/80      0.94G     0.8763      1.438     0.6124      1.207          4        640:   2%|▏         | 11/519 [00:07<04:26,  1.91it/s]
      45/80      0.94G     0.8769      1.419     0.6026      1.191          8        640:   2%|▏         | 11/519 [00:07<04:26,  1.91it/s]
      45/80      0.94G     0.8769      1.419     0.6026      1.191          8        640:   2%|▏         | 12/519 [00:07<03:40,  2.29it/s]
      45/80      0.94G     0.8793      1.453     0.6125      1.188          8        640:   2%|▏         | 12/519 [00:08<03:40,  2.29it/s]
      45/80      0.94G     0.8793      1.453     0.6125      1.188          8        640:   3%|▎         | 13/519 [00:08<05:32,  1.52it/s]
      45/80      0.94G     0.8904      1.482     0.6099      1.197         11        640:   3%|▎         | 13/519 [00:08<05:32,  1.52it/s]
      45/80      0.94G     0.8904      1.482     0.6099      1.197         11        640:   3%|▎         | 14/519 [00:08<04:27,  1.89it/s]
      45/80      0.94G     0.8879      1.477     0.6147      1.206          5        640:   3%|▎         | 14/519 [00:09<04:27,  1.89it/s]
      45/80      0.94G     0.8879      1.477     0.6147      1.206          5        640:   3%|▎         | 15/519 [00:09<03:39,  2.30it/s]
      45/80      0.94G     0.8917      1.459     0.6095      1.203         10        640:   3%|▎         | 15/519 [00:09<03:39,  2.30it/s]
      45/80      0.94G     0.8917      1.459     0.6095      1.203         10        640:   3%|▎         | 16/519 [00:09<03:11,  2.62it/s]
      45/80      0.94G     0.8841       1.44     0.6002       1.19          7        640:   3%|▎         | 16/519 [00:10<03:11,  2.62it/s]
      45/80      0.94G     0.8841       1.44     0.6002       1.19          7        640:   3%|▎         | 17/519 [00:10<05:19,  1.57it/s]
      45/80      0.94G     0.8978      1.467     0.6083      1.195         11        640:   3%|▎         | 17/519 [00:10<05:19,  1.57it/s]
      45/80      0.94G     0.8978      1.467     0.6083      1.195         11        640:   3%|▎         | 18/519 [00:10<04:17,  1.95it/s]
      45/80      0.94G     0.9044       1.49     0.6141      1.204         11        640:   3%|▎         | 18/519 [00:11<04:17,  1.95it/s]
      45/80      0.94G     0.9044       1.49     0.6141      1.204         11        640:   4%|▎         | 19/519 [00:11<03:39,  2.28it/s]
      45/80      0.94G     0.9006      1.505     0.6222      1.203         11        640:   4%|▎         | 19/519 [00:11<03:39,  2.28it/s]
      45/80      0.94G     0.9006      1.505     0.6222      1.203         11        640:   4%|▍         | 20/519 [00:11<03:04,  2.71it/s]
      45/80      0.94G     0.8996      1.501     0.6292      1.207         10        640:   4%|▍         | 20/519 [00:12<03:04,  2.71it/s]
      45/80      0.94G     0.8996      1.501     0.6292      1.207         10        640:   4%|▍         | 21/519 [00:12<06:07,  1.36it/s]
      45/80      0.94G     0.8884      1.481     0.6207      1.198         10        640:   4%|▍         | 21/519 [00:13<06:07,  1.36it/s]
      45/80      0.94G     0.8884      1.481     0.6207      1.198         10        640:   4%|▍         | 22/519 [00:13<04:52,  1.70it/s]
      45/80      0.94G     0.8994      1.488     0.6287      1.202          9        640:   4%|▍         | 22/519 [00:13<04:52,  1.70it/s]
      45/80      0.94G     0.8994      1.488     0.6287      1.202          9        640:   4%|▍         | 23/519 [00:13<04:05,  2.02it/s]
      45/80      0.94G     0.8852      1.467      0.615      1.196          8        640:   4%|▍         | 23/519 [00:13<04:05,  2.02it/s]
      45/80      0.94G     0.8852      1.467      0.615      1.196          8        640:   5%|▍         | 24/519 [00:13<03:31,  2.34it/s]
      45/80      0.94G     0.8984      1.479     0.6111      1.204          5        640:   5%|▍         | 24/519 [00:14<03:31,  2.34it/s]
      45/80      0.94G     0.8984      1.479     0.6111      1.204          5        640:   5%|▍         | 25/519 [00:14<04:52,  1.69it/s]
      45/80      0.94G     0.9057      1.507     0.6121      1.211          6        640:   5%|▍         | 25/519 [00:14<04:52,  1.69it/s]
      45/80      0.94G     0.9057      1.507     0.6121      1.211          6        640:   5%|▌         | 26/519 [00:14<03:56,  2.08it/s]
      45/80      0.94G     0.9025      1.497     0.6078      1.205         10        640:   5%|▌         | 26/519 [00:15<03:56,  2.08it/s]
      45/80      0.94G     0.9025      1.497     0.6078      1.205         10        640:   5%|▌         | 27/519 [00:15<03:24,  2.41it/s]
      45/80      0.94G     0.8963       1.49     0.6031        1.2          5        640:   5%|▌         | 27/519 [00:15<03:24,  2.41it/s]
      45/80      0.94G     0.8963       1.49     0.6031        1.2          5        640:   5%|▌         | 28/519 [00:15<02:50,  2.88it/s]
      45/80      0.94G     0.9029      1.485     0.6052      1.198         10        640:   5%|▌         | 28/519 [00:16<02:50,  2.88it/s]
      45/80      0.94G     0.9029      1.485     0.6052      1.198         10        640:   6%|▌         | 29/519 [00:16<04:25,  1.85it/s]
      45/80      0.94G     0.9123      1.504     0.6125      1.203          9        640:   6%|▌         | 29/519 [00:16<04:25,  1.85it/s]
      45/80      0.94G     0.9123      1.504     0.6125      1.203          9        640:   6%|▌         | 30/519 [00:16<03:35,  2.27it/s]
      45/80      0.94G     0.9172      1.504     0.6139      1.203         11        640:   6%|▌         | 30/519 [00:16<03:35,  2.27it/s]
      45/80      0.94G     0.9172      1.504     0.6139      1.203         11        640:   6%|▌         | 31/519 [00:16<03:03,  2.66it/s]
      45/80      0.94G     0.9036      1.492     0.6108      1.196          4        640:   6%|▌         | 31/519 [00:17<03:03,  2.66it/s]
      45/80      0.94G     0.9036      1.492     0.6108      1.196          4        640:   6%|▌         | 32/519 [00:17<02:42,  2.99it/s]
      45/80      0.94G     0.9067      1.492     0.6106      1.198         10        640:   6%|▌         | 32/519 [00:17<02:42,  2.99it/s]
      45/80      0.94G     0.9067      1.492     0.6106      1.198         10        640:   6%|▋         | 33/519 [00:17<04:03,  1.99it/s]
      45/80      0.94G     0.9246      1.502      0.619      1.212          7        640:   6%|▋         | 33/519 [00:18<04:03,  1.99it/s]
      45/80      0.94G     0.9246      1.502      0.619      1.212          7        640:   7%|▋         | 34/519 [00:18<03:23,  2.38it/s]
      45/80      0.94G     0.9246      1.509     0.6167      1.215          7        640:   7%|▋         | 34/519 [00:18<03:23,  2.38it/s]
      45/80      0.94G     0.9246      1.509     0.6167      1.215          7        640:   7%|▋         | 35/519 [00:18<02:51,  2.82it/s]
      45/80      0.94G     0.9255      1.507     0.6133      1.216         10        640:   7%|▋         | 35/519 [00:18<02:51,  2.82it/s]
      45/80      0.94G     0.9255      1.507     0.6133      1.216         10        640:   7%|▋         | 36/519 [00:18<02:27,  3.28it/s]
      45/80      0.94G     0.9316      1.546     0.6256      1.218         13        640:   7%|▋         | 36/519 [00:19<02:27,  3.28it/s]
      45/80      0.94G     0.9316      1.546     0.6256      1.218         13        640:   7%|▋         | 37/519 [00:19<04:50,  1.66it/s]
      45/80      0.94G     0.9312       1.54     0.6228      1.218         12        640:   7%|▋         | 37/519 [00:20<04:50,  1.66it/s]
      45/80      0.94G     0.9312       1.54     0.6228      1.218         12        640:   7%|▋         | 38/519 [00:20<03:49,  2.10it/s]
      45/80      0.94G     0.9295      1.543     0.6222      1.214         12        640:   7%|▋         | 38/519 [00:20<03:49,  2.10it/s]
      45/80      0.94G     0.9295      1.543     0.6222      1.214         12        640:   8%|▊         | 39/519 [00:20<03:22,  2.37it/s]
      45/80      0.94G     0.9322      1.558     0.6251      1.219          7        640:   8%|▊         | 39/519 [00:20<03:22,  2.37it/s]
      45/80      0.94G     0.9322      1.558     0.6251      1.219          7        640:   8%|▊         | 40/519 [00:20<02:48,  2.84it/s]
      45/80      0.94G     0.9355      1.555     0.6273      1.223         11        640:   8%|▊         | 40/519 [00:21<02:48,  2.84it/s]
      45/80      0.94G     0.9355      1.555     0.6273      1.223         11        640:   8%|▊         | 41/519 [00:21<03:40,  2.17it/s]
      45/80      0.94G     0.9355      1.549     0.6244      1.226          9        640:   8%|▊         | 41/519 [00:21<03:40,  2.17it/s]
      45/80      0.94G     0.9355      1.549     0.6244      1.226          9        640:   8%|▊         | 42/519 [00:21<03:15,  2.44it/s]
      45/80      0.94G     0.9387      1.547     0.6255      1.228         12        640:   8%|▊         | 42/519 [00:21<03:15,  2.44it/s]
      45/80      0.94G     0.9387      1.547     0.6255      1.228         12        640:   8%|▊         | 43/519 [00:21<02:49,  2.81it/s]
      45/80      0.94G     0.9358      1.551     0.6268      1.228          6        640:   8%|▊         | 43/519 [00:21<02:49,  2.81it/s]
      45/80      0.94G     0.9358      1.551     0.6268      1.228          6        640:   8%|▊         | 44/519 [00:21<02:33,  3.09it/s]
      45/80      0.94G     0.9391      1.554     0.6323      1.231         11        640:   8%|▊         | 44/519 [00:23<02:33,  3.09it/s]
      45/80      0.94G     0.9391      1.554     0.6323      1.231         11        640:   9%|▊         | 45/519 [00:23<04:33,  1.73it/s]
      45/80      0.94G     0.9406       1.56     0.6346       1.23         10        640:   9%|▊         | 45/519 [00:23<04:33,  1.73it/s]
      45/80      0.94G     0.9406       1.56     0.6346       1.23         10        640:   9%|▉         | 46/519 [00:23<03:35,  2.19it/s]
      45/80      0.94G     0.9418      1.562     0.6333      1.232          9        640:   9%|▉         | 46/519 [00:23<03:35,  2.19it/s]
      45/80      0.94G     0.9418      1.562     0.6333      1.232          9        640:   9%|▉         | 47/519 [00:23<03:00,  2.61it/s]
      45/80      0.94G     0.9369      1.554     0.6284      1.227         12        640:   9%|▉         | 47/519 [00:23<03:00,  2.61it/s]
      45/80      0.94G     0.9369      1.554     0.6284      1.227         12        640:   9%|▉         | 48/519 [00:23<02:42,  2.90it/s]
      45/80      0.94G     0.9341      1.553     0.6276      1.223         12        640:   9%|▉         | 48/519 [00:25<02:42,  2.90it/s]
      45/80      0.94G     0.9341      1.553     0.6276      1.223         12        640:   9%|▉         | 49/519 [00:25<04:51,  1.61it/s]
      45/80      0.94G     0.9329      1.554     0.6277      1.221         13        640:   9%|▉         | 49/519 [00:25<04:51,  1.61it/s]
      45/80      0.94G     0.9329      1.554     0.6277      1.221         13        640:  10%|▉         | 50/519 [00:25<03:53,  2.01it/s]
      45/80      0.94G     0.9348      1.556      0.632      1.221          7        640:  10%|▉         | 50/519 [00:25<03:53,  2.01it/s]
      45/80      0.94G     0.9348      1.556      0.632      1.221          7        640:  10%|▉         | 51/519 [00:25<03:14,  2.41it/s]
      45/80      0.94G     0.9283      1.553     0.6298      1.217         13        640:  10%|▉         | 51/519 [00:25<03:14,  2.41it/s]
      45/80      0.94G     0.9283      1.553     0.6298      1.217         13        640:  10%|█         | 52/519 [00:25<02:44,  2.83it/s]
      45/80      0.94G     0.9279      1.555     0.6282      1.215         10        640:  10%|█         | 52/519 [00:26<02:44,  2.83it/s]
      45/80      0.94G     0.9279      1.555     0.6282      1.215         10        640:  10%|█         | 53/519 [00:26<04:47,  1.62it/s]
      45/80      0.94G     0.9217       1.55      0.624      1.213          7        640:  10%|█         | 53/519 [00:27<04:47,  1.62it/s]
      45/80      0.94G     0.9217       1.55      0.624      1.213          7        640:  10%|█         | 54/519 [00:27<03:48,  2.03it/s]
      45/80      0.94G     0.9228      1.548     0.6238      1.212         15        640:  10%|█         | 54/519 [00:27<03:48,  2.03it/s]
      45/80      0.94G     0.9228      1.548     0.6238      1.212         15        640:  11%|█         | 55/519 [00:27<03:09,  2.44it/s]
      45/80      0.94G     0.9274      1.561      0.623      1.215         10        640:  11%|█         | 55/519 [00:27<03:09,  2.44it/s]
      45/80      0.94G     0.9274      1.561      0.623      1.215         10        640:  11%|█         | 56/519 [00:27<02:44,  2.81it/s]
      45/80      0.94G     0.9288      1.579     0.6239      1.215          8        640:  11%|█         | 56/519 [00:28<02:44,  2.81it/s]
      45/80      0.94G     0.9288      1.579     0.6239      1.215          8        640:  11%|█         | 57/519 [00:28<04:45,  1.62it/s]
      45/80      0.94G     0.9262      1.578     0.6216      1.214         10        640:  11%|█         | 57/519 [00:28<04:45,  1.62it/s]
      45/80      0.94G     0.9262      1.578     0.6216      1.214         10        640:  11%|█         | 58/519 [00:28<03:38,  2.11it/s]
      45/80      0.94G     0.9271       1.59     0.6274      1.216          7        640:  11%|█         | 58/519 [00:29<03:38,  2.11it/s]
      45/80      0.94G     0.9271       1.59     0.6274      1.216          7        640:  11%|█▏        | 59/519 [00:29<03:05,  2.48it/s]
      45/80      0.94G     0.9238      1.588     0.6254      1.215          9        640:  11%|█▏        | 59/519 [00:29<03:05,  2.48it/s]
      45/80      0.94G     0.9238      1.588     0.6254      1.215          9        640:  12%|█▏        | 60/519 [00:29<02:48,  2.72it/s]
      45/80      0.94G      0.922      1.585     0.6256      1.214         11        640:  12%|█▏        | 60/519 [00:30<02:48,  2.72it/s]
      45/80      0.94G      0.922      1.585     0.6256      1.214         11        640:  12%|█▏        | 61/519 [00:30<04:40,  1.63it/s]
      45/80      0.94G     0.9198      1.587     0.6232      1.213         10        640:  12%|█▏        | 61/519 [00:30<04:40,  1.63it/s]
      45/80      0.94G     0.9198      1.587     0.6232      1.213         10        640:  12%|█▏        | 62/519 [00:30<03:43,  2.04it/s]
      45/80      0.94G     0.9269      1.586      0.628      1.221          8        640:  12%|█▏        | 62/519 [00:31<03:43,  2.04it/s]
      45/80      0.94G     0.9269      1.586      0.628      1.221          8        640:  12%|█▏        | 63/519 [00:31<03:04,  2.47it/s]
      45/80      0.94G     0.9266      1.586     0.6322       1.22          9        640:  12%|█▏        | 63/519 [00:31<03:04,  2.47it/s]
      45/80      0.94G     0.9266      1.586     0.6322       1.22          9        640:  12%|█▏        | 64/519 [00:31<02:40,  2.83it/s]
      45/80      0.94G     0.9286      1.591     0.6362      1.223         11        640:  12%|█▏        | 64/519 [00:32<02:40,  2.83it/s]
      45/80      0.94G     0.9286      1.591     0.6362      1.223         11        640:  13%|█▎        | 65/519 [00:32<04:43,  1.60it/s]
      45/80      0.94G     0.9266       1.59     0.6351       1.22         14        640:  13%|█▎        | 65/519 [00:32<04:43,  1.60it/s]
      45/80      0.94G     0.9266       1.59     0.6351       1.22         14        640:  13%|█▎        | 66/519 [00:32<03:39,  2.07it/s]
      45/80      0.94G     0.9221      1.596     0.6436      1.219          6        640:  13%|█▎        | 66/519 [00:32<03:39,  2.07it/s]
      45/80      0.94G     0.9221      1.596     0.6436      1.219          6        640:  13%|█▎        | 67/519 [00:32<02:57,  2.54it/s]
      45/80      0.94G     0.9231      1.589     0.6433      1.219         11        640:  13%|█▎        | 67/519 [00:33<02:57,  2.54it/s]
      45/80      0.94G     0.9231      1.589     0.6433      1.219         11        640:  13%|█▎        | 68/519 [00:33<02:37,  2.86it/s]
      45/80      0.94G     0.9201      1.585      0.641      1.218         10        640:  13%|█▎        | 68/519 [00:33<02:37,  2.86it/s]
      45/80      0.94G     0.9201      1.585      0.641      1.218         10        640:  13%|█▎        | 69/519 [00:33<03:42,  2.02it/s]
      45/80      0.94G     0.9155      1.582     0.6397      1.215          6        640:  13%|█▎        | 69/519 [00:34<03:42,  2.02it/s]
      45/80      0.94G     0.9155      1.582     0.6397      1.215          6        640:  13%|█▎        | 70/519 [00:34<03:01,  2.47it/s]
      45/80      0.94G     0.9196      1.583     0.6404      1.218          9        640:  13%|█▎        | 70/519 [00:34<03:01,  2.47it/s]
      45/80      0.94G     0.9196      1.583     0.6404      1.218          9        640:  14%|█▎        | 71/519 [00:34<02:35,  2.88it/s]
      45/80      0.94G     0.9178      1.582     0.6395      1.218         14        640:  14%|█▎        | 71/519 [00:34<02:35,  2.88it/s]
      45/80      0.94G     0.9178      1.582     0.6395      1.218         14        640:  14%|█▍        | 72/519 [00:34<02:28,  3.01it/s]
      45/80      0.94G     0.9237       1.59     0.6412       1.22          9        640:  14%|█▍        | 72/519 [00:35<02:28,  3.01it/s]
      45/80      0.94G     0.9237       1.59     0.6412       1.22          9        640:  14%|█▍        | 73/519 [00:35<04:33,  1.63it/s]
      45/80      0.94G     0.9249      1.597     0.6419      1.222          9        640:  14%|█▍        | 73/519 [00:36<04:33,  1.63it/s]
      45/80      0.94G     0.9249      1.597     0.6419      1.222          9        640:  14%|█▍        | 74/519 [00:36<03:40,  2.02it/s]
      45/80      0.94G     0.9264        1.6     0.6438      1.223         13        640:  14%|█▍        | 74/519 [00:36<03:40,  2.02it/s]
      45/80      0.94G     0.9264        1.6     0.6438      1.223         13        640:  14%|█▍        | 75/519 [00:36<03:03,  2.42it/s]
      45/80      0.94G     0.9242      1.597     0.6432      1.221         10        640:  14%|█▍        | 75/519 [00:36<03:03,  2.42it/s]
      45/80      0.94G     0.9242      1.597     0.6432      1.221         10        640:  15%|█▍        | 76/519 [00:36<02:44,  2.70it/s]
      45/80      0.94G     0.9305      1.593     0.6476      1.228          8        640:  15%|█▍        | 76/519 [00:37<02:44,  2.70it/s]
      45/80      0.94G     0.9305      1.593     0.6476      1.228          8        640:  15%|█▍        | 77/519 [00:37<03:02,  2.42it/s]
      45/80      0.94G      0.932      1.595     0.6469      1.229         10        640:  15%|█▍        | 77/519 [00:37<03:02,  2.42it/s]
      45/80      0.94G      0.932      1.595     0.6469      1.229         10        640:  15%|█▌        | 78/519 [00:37<02:31,  2.90it/s]
      45/80      0.94G     0.9321      1.596     0.6447      1.228         10        640:  15%|█▌        | 78/519 [00:37<02:31,  2.90it/s]
      45/80      0.94G     0.9321      1.596     0.6447      1.228         10        640:  15%|█▌        | 79/519 [00:37<02:16,  3.23it/s]
      45/80      0.94G     0.9328      1.594     0.6439      1.227          9        640:  15%|█▌        | 79/519 [00:37<02:16,  3.23it/s]
      45/80      0.94G     0.9328      1.594     0.6439      1.227          9        640:  15%|█▌        | 80/519 [00:37<02:11,  3.34it/s]
      45/80      0.94G     0.9315      1.592     0.6424      1.226          9        640:  15%|█▌        | 80/519 [00:39<02:11,  3.34it/s]
      45/80      0.94G     0.9315      1.592     0.6424      1.226          9        640:  16%|█▌        | 81/519 [00:39<04:18,  1.69it/s]
      45/80      0.94G     0.9373        1.6     0.6418       1.23          9        640:  16%|█▌        | 81/519 [00:39<04:18,  1.69it/s]
      45/80      0.94G     0.9373        1.6     0.6418       1.23          9        640:  16%|█▌        | 82/519 [00:39<03:32,  2.05it/s]
      45/80      0.94G     0.9367        1.6     0.6419      1.228         10        640:  16%|█▌        | 82/519 [00:39<03:32,  2.05it/s]
      45/80      0.94G     0.9367        1.6     0.6419      1.228         10        640:  16%|█▌        | 83/519 [00:39<02:58,  2.45it/s]
      45/80      0.94G     0.9375      1.598     0.6414      1.228         10        640:  16%|█▌        | 83/519 [00:39<02:58,  2.45it/s]
      45/80      0.94G     0.9375      1.598     0.6414      1.228         10        640:  16%|█▌        | 84/519 [00:39<02:32,  2.86it/s]
      45/80      0.94G     0.9358      1.596     0.6395      1.225          7        640:  16%|█▌        | 84/519 [00:40<02:32,  2.86it/s]
      45/80      0.94G     0.9358      1.596     0.6395      1.225          7        640:  16%|█▋        | 85/519 [00:40<03:13,  2.24it/s]
      45/80      0.94G     0.9344      1.593      0.638      1.223         10        640:  16%|█▋        | 85/519 [00:40<03:13,  2.24it/s]
      45/80      0.94G     0.9344      1.593      0.638      1.223         10        640:  17%|█▋        | 86/519 [00:40<02:44,  2.62it/s]
      45/80      0.94G     0.9322      1.593     0.6368      1.221          8        640:  17%|█▋        | 86/519 [00:40<02:44,  2.62it/s]
      45/80      0.94G     0.9322      1.593     0.6368      1.221          8        640:  17%|█▋        | 87/519 [00:40<02:28,  2.90it/s]
      45/80      0.94G     0.9288      1.588     0.6348      1.219          9        640:  17%|█▋        | 87/519 [00:41<02:28,  2.90it/s]
      45/80      0.94G     0.9288      1.588     0.6348      1.219          9        640:  17%|█▋        | 88/519 [00:41<02:13,  3.23it/s]
      45/80      0.94G     0.9265      1.585     0.6326      1.218         10        640:  17%|█▋        | 88/519 [00:41<02:13,  3.23it/s]
      45/80      0.94G     0.9265      1.585     0.6326      1.218         10        640:  17%|█▋        | 89/519 [00:41<03:09,  2.27it/s]
      45/80      0.94G     0.9233      1.579     0.6317      1.217          8        640:  17%|█▋        | 89/519 [00:42<03:09,  2.27it/s]
      45/80      0.94G     0.9233      1.579     0.6317      1.217          8        640:  17%|█▋        | 90/519 [00:42<02:44,  2.60it/s]
      45/80      0.94G     0.9245       1.58     0.6342      1.218         11        640:  17%|█▋        | 90/519 [00:43<02:44,  2.60it/s]
      45/80      0.94G     0.9245       1.58     0.6342      1.218         11        640:  18%|█▊        | 91/519 [00:43<04:13,  1.69it/s]
      45/80      0.94G     0.9208      1.578     0.6334      1.217          6        640:  18%|█▊        | 91/519 [00:43<04:13,  1.69it/s]
      45/80      0.94G     0.9208      1.578     0.6334      1.217          6        640:  18%|█▊        | 92/519 [00:43<03:27,  2.06it/s]
      45/80      0.94G     0.9198      1.573     0.6316      1.217          8        640:  18%|█▊        | 92/519 [00:43<03:27,  2.06it/s]
      45/80      0.94G     0.9198      1.573     0.6316      1.217          8        640:  18%|█▊        | 93/519 [00:43<02:51,  2.48it/s]
      45/80      0.94G     0.9226      1.576     0.6315      1.219          8        640:  18%|█▊        | 93/519 [00:44<02:51,  2.48it/s]
      45/80      0.94G     0.9226      1.576     0.6315      1.219          8        640:  18%|█▊        | 94/519 [00:44<03:44,  1.89it/s]
      45/80      0.94G     0.9208      1.568     0.6298      1.217         13        640:  18%|█▊        | 94/519 [00:44<03:44,  1.89it/s]
      45/80      0.94G     0.9208      1.568     0.6298      1.217         13        640:  18%|█▊        | 95/519 [00:44<03:23,  2.09it/s]
      45/80      0.94G     0.9207      1.572     0.6289      1.216         12        640:  18%|█▊        | 95/519 [00:45<03:23,  2.09it/s]
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      45/80      0.94G     0.9257      1.553     0.6151      1.214          9        640:  31%|███       | 161/519 [01:14<02:00,  2.97it/s]
      45/80      0.94G     0.9247      1.552     0.6136      1.214          7        640:  31%|███       | 161/519 [01:15<02:00,  2.97it/s]
      45/80      0.94G     0.9247      1.552     0.6136      1.214          7        640:  31%|███       | 162/519 [01:15<03:05,  1.92it/s]
      45/80      0.94G     0.9235      1.552     0.6124      1.213         12        640:  31%|███       | 162/519 [01:15<03:05,  1.92it/s]
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      45/80      0.94G     0.9242      1.552     0.6119      1.213         12        640:  31%|███▏      | 163/519 [01:16<02:31,  2.35it/s]
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      45/80      0.94G     0.9229       1.55     0.6107      1.212          8        640:  32%|███▏      | 164/519 [01:16<02:09,  2.75it/s]
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      45/80      0.94G     0.9234      1.553      0.611      1.212         11        640:  32%|███▏      | 165/519 [01:16<01:55,  3.06it/s]
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      45/80      0.94G     0.9245      1.551     0.6109      1.213          6        640:  32%|███▏      | 166/519 [01:16<01:48,  3.26it/s]
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      45/80      0.94G     0.9238       1.55     0.6105      1.212          9        640:  32%|███▏      | 168/519 [01:17<01:34,  3.70it/s]
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      45/80      0.94G      0.925       1.55     0.6122      1.214          8        640:  33%|███▎      | 170/519 [01:18<02:21,  2.46it/s]
      45/80      0.94G      0.925       1.55     0.6122      1.214          8        640:  33%|███▎      | 171/519 [01:18<02:30,  2.31it/s]
      45/80      0.94G     0.9251      1.551      0.612      1.214         12        640:  33%|███▎      | 171/519 [01:18<02:30,  2.31it/s]
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      45/80      0.94G     0.9233      1.547     0.6107      1.212         12        640:  33%|███▎      | 172/519 [01:19<02:06,  2.75it/s]
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      45/80      0.94G     0.9224      1.549     0.6099      1.211          9        640:  33%|███▎      | 173/519 [01:19<01:56,  2.97it/s]
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      45/80      0.94G     0.9237      1.554     0.6106      1.212          6        640:  34%|███▎      | 175/519 [01:20<02:36,  2.20it/s]
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      45/80      0.94G     0.9233      1.553     0.6101      1.212         14        640:  34%|███▍      | 176/519 [01:20<02:12,  2.58it/s]
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      45/80      0.94G     0.9227      1.549     0.6093       1.21         10        640:  34%|███▍      | 178/519 [01:22<02:11,  2.58it/s]
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      45/80      0.94G     0.9279      1.549     0.6121      1.215          7        640:  35%|███▌      | 183/519 [01:24<03:41,  1.52it/s]
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      45/80      0.94G     0.9306      1.556     0.6131      1.218          8        640:  38%|███▊      | 196/519 [01:30<02:54,  1.85it/s]
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      45/80      0.94G     0.9292      1.555     0.6134      1.217          8        640:  38%|███▊      | 198/519 [01:31<03:08,  1.71it/s]
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      45/80      0.94G     0.9243      1.543     0.6161      1.214         11        640:  55%|█████▍    | 285/519 [02:13<01:47,  2.18it/s]
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      45/80      0.94G     0.9251      1.543     0.6159      1.215          8        640:  55%|█████▌    | 286/519 [02:13<01:29,  2.62it/s]
      45/80      0.94G     0.9251      1.543     0.6159      1.215          8        640:  55%|█████▌    | 287/519 [02:13<01:21,  2.84it/s]
      45/80      0.94G     0.9251      1.542     0.6156      1.214         10        640:  55%|█████▌    | 287/519 [02:14<01:21,  2.84it/s]
      45/80      0.94G     0.9251      1.542     0.6156      1.214         10        640:  55%|█████▌    | 288/519 [02:14<02:17,  1.68it/s]
      45/80      0.94G      0.925      1.541      0.615      1.214         13        640:  55%|█████▌    | 288/519 [02:14<02:17,  1.68it/s]
      45/80      0.94G      0.925      1.541      0.615      1.214         13        640:  56%|█████▌    | 289/519 [02:14<01:50,  2.07it/s]
      45/80      0.94G     0.9257      1.543     0.6164      1.215          8        640:  56%|█████▌    | 289/519 [02:14<01:50,  2.07it/s]
      45/80      0.94G     0.9257      1.543     0.6164      1.215          8        640:  56%|█████▌    | 290/519 [02:14<01:35,  2.40it/s]
      45/80      0.94G     0.9255      1.544      0.616      1.215         11        640:  56%|█████▌    | 290/519 [02:15<01:35,  2.40it/s]
      45/80      0.94G     0.9255      1.544      0.616      1.215         11        640:  56%|█████▌    | 291/519 [02:15<01:21,  2.78it/s]
      45/80      0.94G     0.9256      1.543     0.6161      1.215          9        640:  56%|█████▌    | 291/519 [02:16<01:21,  2.78it/s]
      45/80      0.94G     0.9256      1.543     0.6161      1.215          9        640:  56%|█████▋    | 292/519 [02:16<01:58,  1.92it/s]
      45/80      0.94G      0.925      1.542     0.6155      1.214         13        640:  56%|█████▋    | 292/519 [02:16<01:58,  1.92it/s]
      45/80      0.94G      0.925      1.542     0.6155      1.214         13        640:  56%|█████▋    | 293/519 [02:16<01:37,  2.32it/s]
      45/80      0.94G     0.9261      1.543     0.6168      1.214          8        640:  56%|█████▋    | 293/519 [02:16<01:37,  2.32it/s]
      45/80      0.94G     0.9261      1.543     0.6168      1.214          8        640:  57%|█████▋    | 294/519 [02:16<01:21,  2.75it/s]
      45/80      0.94G      0.925      1.541     0.6163      1.214         13        640:  57%|█████▋    | 294/519 [02:16<01:21,  2.75it/s]
      45/80      0.94G      0.925      1.541     0.6163      1.214         13        640:  57%|█████▋    | 295/519 [02:16<01:14,  3.00it/s]
      45/80      0.94G      0.925      1.539     0.6159      1.214          9        640:  57%|█████▋    | 295/519 [02:17<01:14,  3.00it/s]
      45/80      0.94G      0.925      1.539     0.6159      1.214          9        640:  57%|█████▋    | 296/519 [02:17<01:43,  2.16it/s]
      45/80      0.94G     0.9266      1.538     0.6164      1.215          8        640:  57%|█████▋    | 296/519 [02:17<01:43,  2.16it/s]
      45/80      0.94G     0.9266      1.538     0.6164      1.215          8        640:  57%|█████▋    | 297/519 [02:17<01:33,  2.38it/s]
      45/80      0.94G     0.9256      1.537     0.6159      1.214          8        640:  57%|█████▋    | 297/519 [02:18<01:33,  2.38it/s]
      45/80      0.94G     0.9256      1.537     0.6159      1.214          8        640:  57%|█████▋    | 298/519 [02:18<01:24,  2.62it/s]
      45/80      0.94G      0.926      1.538     0.6163      1.215          9        640:  57%|█████▋    | 298/519 [02:18<01:24,  2.62it/s]
      45/80      0.94G      0.926      1.538     0.6163      1.215          9        640:  58%|█████▊    | 299/519 [02:18<01:16,  2.87it/s]
      45/80      0.94G     0.9259      1.537     0.6161      1.215         10        640:  58%|█████▊    | 299/519 [02:19<01:16,  2.87it/s]
      45/80      0.94G     0.9259      1.537     0.6161      1.215         10        640:  58%|█████▊    | 300/519 [02:19<01:42,  2.13it/s]
      45/80      0.94G     0.9255      1.537     0.6169      1.215          5        640:  58%|█████▊    | 300/519 [02:19<01:42,  2.13it/s]
      45/80      0.94G     0.9255      1.537     0.6169      1.215          5        640:  58%|█████▊    | 301/519 [02:19<01:26,  2.52it/s]
      45/80      0.94G     0.9255      1.536     0.6162      1.215          5        640:  58%|█████▊    | 301/519 [02:19<01:26,  2.52it/s]
      45/80      0.94G     0.9255      1.536     0.6162      1.215          5        640:  58%|█████▊    | 302/519 [02:19<01:15,  2.87it/s]
      45/80      0.94G     0.9256      1.535     0.6159      1.215          6        640:  58%|█████▊    | 302/519 [02:20<01:15,  2.87it/s]
      45/80      0.94G     0.9256      1.535     0.6159      1.215          6        640:  58%|█████▊    | 303/519 [02:20<01:14,  2.89it/s]
      45/80      0.94G     0.9251      1.535     0.6155      1.215          9        640:  58%|█████▊    | 303/519 [02:21<01:14,  2.89it/s]
      45/80      0.94G     0.9251      1.535     0.6155      1.215          9        640:  59%|█████▊    | 304/519 [02:21<02:33,  1.40it/s]
      45/80      0.94G     0.9244      1.534      0.615      1.214         10        640:  59%|█████▊    | 304/519 [02:21<02:33,  1.40it/s]
      45/80      0.94G     0.9244      1.534      0.615      1.214         10        640:  59%|█████▉    | 305/519 [02:21<02:01,  1.76it/s]
      45/80      0.94G     0.9247      1.535     0.6147      1.215         10        640:  59%|█████▉    | 305/519 [02:22<02:01,  1.76it/s]
      45/80      0.94G     0.9247      1.535     0.6147      1.215         10        640:  59%|█████▉    | 306/519 [02:22<01:40,  2.13it/s]
      45/80      0.94G     0.9251      1.535     0.6144      1.215         10        640:  59%|█████▉    | 306/519 [02:22<01:40,  2.13it/s]
      45/80      0.94G     0.9251      1.535     0.6144      1.215         10        640:  59%|█████▉    | 307/519 [02:22<01:27,  2.41it/s]
      45/80      0.94G     0.9245      1.535     0.6138      1.214         11        640:  59%|█████▉    | 307/519 [02:23<01:27,  2.41it/s]
      45/80      0.94G     0.9245      1.535     0.6138      1.214         11        640:  59%|█████▉    | 308/519 [02:23<02:22,  1.48it/s]
      45/80      0.94G     0.9245      1.536     0.6135      1.214         10        640:  59%|█████▉    | 308/519 [02:23<02:22,  1.48it/s]
      45/80      0.94G     0.9245      1.536     0.6135      1.214         10        640:  60%|█████▉    | 309/519 [02:23<01:53,  1.85it/s]
      45/80      0.94G     0.9243      1.535     0.6134      1.215          7        640:  60%|█████▉    | 309/519 [02:24<01:53,  1.85it/s]
      45/80      0.94G     0.9243      1.535     0.6134      1.215          7        640:  60%|█████▉    | 310/519 [02:24<01:35,  2.18it/s]
      45/80      0.94G     0.9237      1.536     0.6128      1.214          7        640:  60%|█████▉    | 310/519 [02:24<01:35,  2.18it/s]
      45/80      0.94G     0.9237      1.536     0.6128      1.214          7        640:  60%|█████▉    | 311/519 [02:24<01:20,  2.57it/s]
      45/80      0.94G     0.9243      1.536     0.6143      1.214         10        640:  60%|█████▉    | 311/519 [02:25<01:20,  2.57it/s]
      45/80      0.94G     0.9243      1.536     0.6143      1.214         10        640:  60%|██████    | 312/519 [02:25<02:04,  1.66it/s]
      45/80      0.94G     0.9249      1.535     0.6141      1.214         13        640:  60%|██████    | 312/519 [02:25<02:04,  1.66it/s]
      45/80      0.94G     0.9249      1.535     0.6141      1.214         13        640:  60%|██████    | 313/519 [02:25<01:46,  1.93it/s]
      45/80      0.94G     0.9242      1.534     0.6138      1.214         10        640:  60%|██████    | 313/519 [02:26<01:46,  1.93it/s]
      45/80      0.94G     0.9242      1.534     0.6138      1.214         10        640:  61%|██████    | 314/519 [02:26<01:30,  2.27it/s]
      45/80      0.94G     0.9246      1.536     0.6137      1.214          8        640:  61%|██████    | 314/519 [02:26<01:30,  2.27it/s]
      45/80      0.94G     0.9246      1.536     0.6137      1.214          8        640:  61%|██████    | 315/519 [02:26<01:13,  2.76it/s]
      45/80      0.94G     0.9248      1.538     0.6136      1.214         11        640:  61%|██████    | 315/519 [02:27<01:13,  2.76it/s]
      45/80      0.94G     0.9248      1.538     0.6136      1.214         11        640:  61%|██████    | 316/519 [02:27<02:00,  1.68it/s]
      45/80      0.94G     0.9243      1.537     0.6137      1.214         14        640:  61%|██████    | 316/519 [02:27<02:00,  1.68it/s]
      45/80      0.94G     0.9243      1.537     0.6137      1.214         14        640:  61%|██████    | 317/519 [02:27<01:39,  2.03it/s]
      45/80      0.94G     0.9241      1.536     0.6131      1.213          9        640:  61%|██████    | 317/519 [02:27<01:39,  2.03it/s]
      45/80      0.94G     0.9241      1.536     0.6131      1.213          9        640:  61%|██████▏   | 318/519 [02:27<01:20,  2.48it/s]
      45/80      0.94G     0.9236      1.535     0.6127      1.213          9        640:  61%|██████▏   | 318/519 [02:28<01:20,  2.48it/s]
      45/80      0.94G     0.9236      1.535     0.6127      1.213          9        640:  61%|██████▏   | 319/519 [02:28<01:10,  2.83it/s]
      45/80      0.94G     0.9238      1.535     0.6124      1.213         12        640:  61%|██████▏   | 319/519 [02:29<01:10,  2.83it/s]
      45/80      0.94G     0.9238      1.535     0.6124      1.213         12        640:  62%|██████▏   | 320/519 [02:29<02:10,  1.53it/s]
      45/80      0.94G     0.9243      1.536     0.6127      1.214         11        640:  62%|██████▏   | 320/519 [02:29<02:10,  1.53it/s]
      45/80      0.94G     0.9243      1.536     0.6127      1.214         11        640:  62%|██████▏   | 321/519 [02:29<01:42,  1.94it/s]
      45/80      0.94G     0.9249      1.536     0.6133      1.214         10        640:  62%|██████▏   | 321/519 [02:29<01:42,  1.94it/s]
      45/80      0.94G     0.9249      1.536     0.6133      1.214         10        640:  62%|██████▏   | 322/519 [02:29<01:23,  2.36it/s]
      45/80      0.94G     0.9256      1.536     0.6135      1.214          9        640:  62%|██████▏   | 322/519 [02:30<01:23,  2.36it/s]
      45/80      0.94G     0.9256      1.536     0.6135      1.214          9        640:  62%|██████▏   | 323/519 [02:30<01:12,  2.69it/s]
      45/80      0.94G     0.9282       1.54     0.6142      1.217          7        640:  62%|██████▏   | 323/519 [02:31<01:12,  2.69it/s]
      45/80      0.94G     0.9282       1.54     0.6142      1.217          7        640:  62%|██████▏   | 324/519 [02:31<01:59,  1.63it/s]
      45/80      0.94G     0.9289       1.54     0.6142      1.217         10        640:  62%|██████▏   | 324/519 [02:31<01:59,  1.63it/s]
      45/80      0.94G     0.9289       1.54     0.6142      1.217         10        640:  63%|██████▎   | 325/519 [02:31<01:34,  2.06it/s]
      45/80      0.94G     0.9288       1.54     0.6146      1.217         13        640:  63%|██████▎   | 325/519 [02:31<01:34,  2.06it/s]
      45/80      0.94G     0.9288       1.54     0.6146      1.217         13        640:  63%|██████▎   | 326/519 [02:31<01:18,  2.44it/s]
      45/80      0.94G     0.9286      1.541     0.6141      1.217         13        640:  63%|██████▎   | 326/519 [02:31<01:18,  2.44it/s]
      45/80      0.94G     0.9286      1.541     0.6141      1.217         13        640:  63%|██████▎   | 327/519 [02:31<01:08,  2.80it/s]
      45/80      0.94G      0.928      1.541     0.6138      1.216         11        640:  63%|██████▎   | 327/519 [02:32<01:08,  2.80it/s]
      45/80      0.94G      0.928      1.541     0.6138      1.216         11        640:  63%|██████▎   | 328/519 [02:32<01:43,  1.84it/s]
      45/80      0.94G     0.9279       1.54     0.6138      1.216         10        640:  63%|██████▎   | 328/519 [02:33<01:43,  1.84it/s]
      45/80      0.94G     0.9279       1.54     0.6138      1.216         10        640:  63%|██████▎   | 329/519 [02:33<01:31,  2.08it/s]
      45/80      0.94G     0.9277      1.539     0.6139      1.215         13        640:  63%|██████▎   | 329/519 [02:33<01:31,  2.08it/s]
      45/80      0.94G     0.9277      1.539     0.6139      1.215         13        640:  64%|██████▎   | 330/519 [02:33<01:17,  2.43it/s]
      45/80      0.94G     0.9281      1.541     0.6137      1.215         11        640:  64%|██████▎   | 330/519 [02:33<01:17,  2.43it/s]
      45/80      0.94G     0.9281      1.541     0.6137      1.215         11        640:  64%|██████▍   | 331/519 [02:33<01:06,  2.82it/s]
      45/80      0.94G     0.9275      1.539     0.6137      1.215         11        640:  64%|██████▍   | 331/519 [02:35<01:06,  2.82it/s]
      45/80      0.94G     0.9275      1.539     0.6137      1.215         11        640:  64%|██████▍   | 332/519 [02:35<02:05,  1.49it/s]
      45/80      0.94G     0.9277      1.541     0.6142      1.215         10        640:  64%|██████▍   | 332/519 [02:35<02:05,  1.49it/s]
      45/80      0.94G     0.9277      1.541     0.6142      1.215         10        640:  64%|██████▍   | 333/519 [02:35<01:41,  1.84it/s]
      45/80      0.94G     0.9281      1.541     0.6151      1.215          7        640:  64%|██████▍   | 333/519 [02:35<01:41,  1.84it/s]
      45/80      0.94G     0.9281      1.541     0.6151      1.215          7        640:  64%|██████▍   | 334/519 [02:35<01:22,  2.25it/s]
      45/80      0.94G     0.9288      1.542     0.6157      1.215         11        640:  64%|██████▍   | 334/519 [02:35<01:22,  2.25it/s]
      45/80      0.94G     0.9288      1.542     0.6157      1.215         11        640:  65%|██████▍   | 335/519 [02:35<01:10,  2.60it/s]
      45/80      0.94G      0.929      1.542     0.6157      1.216         13        640:  65%|██████▍   | 335/519 [02:37<01:10,  2.60it/s]
      45/80      0.94G      0.929      1.542     0.6157      1.216         13        640:  65%|██████▍   | 336/519 [02:37<02:04,  1.47it/s]
      45/80      0.94G     0.9298      1.543     0.6157      1.217          7        640:  65%|██████▍   | 336/519 [02:37<02:04,  1.47it/s]
      45/80      0.94G     0.9298      1.543     0.6157      1.217          7        640:  65%|██████▍   | 337/519 [02:37<01:36,  1.88it/s]
      45/80      0.94G       0.93      1.543     0.6155      1.217          9        640:  65%|██████▍   | 337/519 [02:37<01:36,  1.88it/s]
      45/80      0.94G       0.93      1.543     0.6155      1.217          9        640:  65%|██████▌   | 338/519 [02:37<01:19,  2.29it/s]
      45/80      0.94G     0.9302      1.544     0.6154      1.217         12        640:  65%|██████▌   | 338/519 [02:37<01:19,  2.29it/s]
      45/80      0.94G     0.9302      1.544     0.6154      1.217         12        640:  65%|██████▌   | 339/519 [02:37<01:09,  2.59it/s]
      45/80      0.94G       0.93      1.545     0.6158      1.217          8        640:  65%|██████▌   | 339/519 [02:38<01:09,  2.59it/s]
      45/80      0.94G       0.93      1.545     0.6158      1.217          8        640:  66%|██████▌   | 340/519 [02:38<01:38,  1.82it/s]
      45/80      0.94G     0.9295      1.544     0.6152      1.217          9        640:  66%|██████▌   | 340/519 [02:38<01:38,  1.82it/s]
      45/80      0.94G     0.9295      1.544     0.6152      1.217          9        640:  66%|██████▌   | 341/519 [02:38<01:21,  2.18it/s]
      45/80      0.94G     0.9292      1.543     0.6149      1.217          9        640:  66%|██████▌   | 341/519 [02:39<01:21,  2.18it/s]
      45/80      0.94G     0.9292      1.543     0.6149      1.217          9        640:  66%|██████▌   | 342/519 [02:39<01:06,  2.66it/s]
      45/80      0.94G     0.9287      1.541     0.6144      1.216          7        640:  66%|██████▌   | 342/519 [02:39<01:06,  2.66it/s]
      45/80      0.94G     0.9287      1.541     0.6144      1.216          7        640:  66%|██████▌   | 343/519 [02:39<01:00,  2.93it/s]
      45/80      0.94G     0.9285      1.541      0.614      1.216          9        640:  66%|██████▌   | 343/519 [02:40<01:00,  2.93it/s]
      45/80      0.94G     0.9285      1.541      0.614      1.216          9        640:  66%|██████▋   | 344/519 [02:40<01:54,  1.53it/s]
      45/80      0.94G     0.9292      1.541     0.6141      1.217          7        640:  66%|██████▋   | 344/519 [02:40<01:54,  1.53it/s]
      45/80      0.94G     0.9292      1.541     0.6141      1.217          7        640:  66%|██████▋   | 345/519 [02:40<01:29,  1.95it/s]
      45/80      0.94G     0.9297      1.543     0.6147      1.218         10        640:  66%|██████▋   | 345/519 [02:41<01:29,  1.95it/s]
      45/80      0.94G     0.9297      1.543     0.6147      1.218         10        640:  67%|██████▋   | 346/519 [02:41<01:12,  2.37it/s]
      45/80      0.94G     0.9288      1.541     0.6139      1.217         11        640:  67%|██████▋   | 346/519 [02:41<01:12,  2.37it/s]
      45/80      0.94G     0.9288      1.541     0.6139      1.217         11        640:  67%|██████▋   | 347/519 [02:41<01:04,  2.68it/s]
      45/80      0.94G     0.9281       1.54     0.6135      1.217         11        640:  67%|██████▋   | 347/519 [02:42<01:04,  2.68it/s]
      45/80      0.94G     0.9281       1.54     0.6135      1.217         11        640:  67%|██████▋   | 348/519 [02:42<01:36,  1.78it/s]
      45/80      0.94G     0.9274      1.538      0.613      1.216         14        640:  67%|██████▋   | 348/519 [02:42<01:36,  1.78it/s]
      45/80      0.94G     0.9274      1.538      0.613      1.216         14        640:  67%|██████▋   | 349/519 [02:42<01:18,  2.17it/s]
      45/80      0.94G     0.9274      1.538     0.6128      1.216         10        640:  67%|██████▋   | 349/519 [02:42<01:18,  2.17it/s]
      45/80      0.94G     0.9274      1.538     0.6128      1.216         10        640:  67%|██████▋   | 350/519 [02:42<01:05,  2.60it/s]
      45/80      0.94G     0.9282      1.538     0.6132      1.217         13        640:  67%|██████▋   | 350/519 [02:43<01:05,  2.60it/s]
      45/80      0.94G     0.9282      1.538     0.6132      1.217         13        640:  68%|██████▊   | 351/519 [02:43<00:57,  2.91it/s]
      45/80      0.94G     0.9273      1.537     0.6127      1.217          9        640:  68%|██████▊   | 351/519 [02:44<00:57,  2.91it/s]
      45/80      0.94G     0.9273      1.537     0.6127      1.217          9        640:  68%|██████▊   | 352/519 [02:44<01:28,  1.89it/s]
      45/80      0.94G      0.927      1.537     0.6124      1.217         10        640:  68%|██████▊   | 352/519 [02:44<01:28,  1.89it/s]
      45/80      0.94G      0.927      1.537     0.6124      1.217         10        640:  68%|██████▊   | 353/519 [02:44<01:13,  2.26it/s]
      45/80      0.94G     0.9272      1.537      0.612      1.216         12        640:  68%|██████▊   | 353/519 [02:44<01:13,  2.26it/s]
      45/80      0.94G     0.9272      1.537      0.612      1.216         12        640:  68%|██████▊   | 354/519 [02:44<01:00,  2.73it/s]
      45/80      0.94G     0.9265      1.536     0.6114      1.216         13        640:  68%|██████▊   | 354/519 [02:44<01:00,  2.73it/s]
      45/80      0.94G     0.9265      1.536     0.6114      1.216         13        640:  68%|██████▊   | 355/519 [02:44<00:55,  2.98it/s]
      45/80      0.94G     0.9258      1.535     0.6107      1.215         14        640:  68%|██████▊   | 355/519 [02:46<00:55,  2.98it/s]
      45/80      0.94G     0.9258      1.535     0.6107      1.215         14        640:  69%|██████▊   | 356/519 [02:46<01:43,  1.57it/s]
      45/80      0.94G     0.9253      1.535     0.6104      1.214         15        640:  69%|██████▊   | 356/519 [02:46<01:43,  1.57it/s]
      45/80      0.94G     0.9253      1.535     0.6104      1.214         15        640:  69%|██████▉   | 357/519 [02:46<01:22,  1.96it/s]
      45/80      0.94G     0.9261      1.535     0.6104      1.215          7        640:  69%|██████▉   | 357/519 [02:46<01:22,  1.96it/s]
      45/80      0.94G     0.9261      1.535     0.6104      1.215          7        640:  69%|██████▉   | 358/519 [02:46<01:08,  2.36it/s]
      45/80      0.94G     0.9255      1.535       0.61      1.215         10        640:  69%|██████▉   | 358/519 [02:46<01:08,  2.36it/s]
      45/80      0.94G     0.9255      1.535       0.61      1.215         10        640:  69%|██████▉   | 359/519 [02:46<00:57,  2.79it/s]
      45/80      0.94G     0.9266      1.537     0.6122      1.216          9        640:  69%|██████▉   | 359/519 [02:47<00:57,  2.79it/s]
      45/80      0.94G     0.9266      1.537     0.6122      1.216          9        640:  69%|██████▉   | 360/519 [02:47<01:30,  1.76it/s]
      45/80      0.94G     0.9266      1.537     0.6118      1.215         11        640:  69%|██████▉   | 360/519 [02:48<01:30,  1.76it/s]
      45/80      0.94G     0.9266      1.537     0.6118      1.215         11        640:  70%|██████▉   | 361/519 [02:48<01:11,  2.20it/s]
      45/80      0.94G     0.9277      1.537     0.6119      1.215          6        640:  70%|██████▉   | 361/519 [02:48<01:11,  2.20it/s]
      45/80      0.94G     0.9277      1.537     0.6119      1.215          6        640:  70%|██████▉   | 362/519 [02:48<01:00,  2.60it/s]
      45/80      0.94G     0.9281      1.537     0.6116      1.216          7        640:  70%|██████▉   | 362/519 [02:48<01:00,  2.60it/s]
      45/80      0.94G     0.9281      1.537     0.6116      1.216          7        640:  70%|██████▉   | 363/519 [02:48<00:53,  2.92it/s]
      45/80      0.94G     0.9283      1.537     0.6115      1.216         14        640:  70%|██████▉   | 363/519 [02:49<00:53,  2.92it/s]
      45/80      0.94G     0.9283      1.537     0.6115      1.216         14        640:  70%|███████   | 364/519 [02:49<01:41,  1.52it/s]
      45/80      0.94G     0.9288      1.538     0.6115      1.216         10        640:  70%|███████   | 364/519 [02:50<01:41,  1.52it/s]
      45/80      0.94G     0.9288      1.538     0.6115      1.216         10        640:  70%|███████   | 365/519 [02:50<01:17,  1.99it/s]
      45/80      0.94G     0.9288      1.538     0.6119      1.216         14        640:  70%|███████   | 365/519 [02:50<01:17,  1.99it/s]
      45/80      0.94G     0.9288      1.538     0.6119      1.216         14        640:  71%|███████   | 366/519 [02:50<01:03,  2.42it/s]
      45/80      0.94G     0.9283      1.537     0.6116      1.216         11        640:  71%|███████   | 366/519 [02:50<01:03,  2.42it/s]
      45/80      0.94G     0.9283      1.537     0.6116      1.216         11        640:  71%|███████   | 367/519 [02:50<00:56,  2.71it/s]
      45/80      0.94G      0.928      1.537     0.6112      1.216         11        640:  71%|███████   | 367/519 [02:51<00:56,  2.71it/s]
      45/80      0.94G      0.928      1.537     0.6112      1.216         11        640:  71%|███████   | 368/519 [02:51<01:34,  1.59it/s]
      45/80      0.94G     0.9276      1.537     0.6112      1.215          9        640:  71%|███████   | 368/519 [02:51<01:34,  1.59it/s]
      45/80      0.94G     0.9276      1.537     0.6112      1.215          9        640:  71%|███████   | 369/519 [02:51<01:12,  2.08it/s]
      45/80      0.94G     0.9281      1.538     0.6115      1.216          9        640:  71%|███████   | 369/519 [02:52<01:12,  2.08it/s]
      45/80      0.94G     0.9281      1.538     0.6115      1.216          9        640:  71%|███████▏  | 370/519 [02:52<01:01,  2.44it/s]
      45/80      0.94G     0.9281      1.538     0.6114      1.216         12        640:  71%|███████▏  | 370/519 [02:52<01:01,  2.44it/s]
      45/80      0.94G     0.9281      1.538     0.6114      1.216         12        640:  71%|███████▏  | 371/519 [02:52<00:51,  2.86it/s]
      45/80      0.94G     0.9278      1.538     0.6112      1.216         10        640:  71%|███████▏  | 371/519 [02:52<00:51,  2.86it/s]
      45/80      0.94G     0.9278      1.538     0.6112      1.216         10        640:  72%|███████▏  | 372/519 [02:52<01:01,  2.39it/s]
      45/80      0.94G     0.9281      1.538     0.6113      1.216         10        640:  72%|███████▏  | 372/519 [02:53<01:01,  2.39it/s]
      45/80      0.94G     0.9281      1.538     0.6113      1.216         10        640:  72%|███████▏  | 373/519 [02:53<00:54,  2.70it/s]
      45/80      0.94G     0.9271      1.537     0.6105      1.215         11        640:  72%|███████▏  | 373/519 [02:53<00:54,  2.70it/s]
      45/80      0.94G     0.9271      1.537     0.6105      1.215         11        640:  72%|███████▏  | 374/519 [02:53<00:47,  3.02it/s]
      45/80      0.94G     0.9268      1.537     0.6103      1.215         11        640:  72%|███████▏  | 374/519 [02:53<00:47,  3.02it/s]
      45/80      0.94G     0.9268      1.537     0.6103      1.215         11        640:  72%|███████▏  | 375/519 [02:53<00:45,  3.19it/s]
      45/80      0.94G     0.9273      1.537     0.6105      1.215         10        640:  72%|███████▏  | 375/519 [02:54<00:45,  3.19it/s]
      45/80      0.94G     0.9273      1.537     0.6105      1.215         10        640:  72%|███████▏  | 376/519 [02:54<01:10,  2.03it/s]
      45/80      0.94G     0.9267      1.535       0.61      1.214         14        640:  72%|███████▏  | 376/519 [02:54<01:10,  2.03it/s]
      45/80      0.94G     0.9267      1.535       0.61      1.214         14        640:  73%|███████▎  | 377/519 [02:54<01:02,  2.28it/s]
      45/80      0.94G     0.9263      1.533     0.6096      1.214          8        640:  73%|███████▎  | 377/519 [02:55<01:02,  2.28it/s]
      45/80      0.94G     0.9263      1.533     0.6096      1.214          8        640:  73%|███████▎  | 378/519 [02:55<00:54,  2.60it/s]
      45/80      0.94G      0.927      1.533     0.6093      1.215          5        640:  73%|███████▎  | 378/519 [02:55<00:54,  2.60it/s]
      45/80      0.94G      0.927      1.533     0.6093      1.215          5        640:  73%|███████▎  | 379/519 [02:55<00:46,  2.99it/s]
      45/80      0.94G     0.9263      1.532     0.6092      1.214         11        640:  73%|███████▎  | 379/519 [02:56<00:46,  2.99it/s]
      45/80      0.94G     0.9263      1.532     0.6092      1.214         11        640:  73%|███████▎  | 380/519 [02:56<01:06,  2.10it/s]
      45/80      0.94G     0.9261      1.532     0.6095      1.214         11        640:  73%|███████▎  | 380/519 [02:56<01:06,  2.10it/s]
      45/80      0.94G     0.9261      1.532     0.6095      1.214         11        640:  73%|███████▎  | 381/519 [02:56<00:54,  2.53it/s]
      45/80      0.94G     0.9265      1.533     0.6099      1.214         12        640:  73%|███████▎  | 381/519 [02:56<00:54,  2.53it/s]
      45/80      0.94G     0.9265      1.533     0.6099      1.214         12        640:  74%|███████▎  | 382/519 [02:56<00:48,  2.81it/s]
      45/80      0.94G     0.9263      1.533     0.6101      1.214          7        640:  74%|███████▎  | 382/519 [02:56<00:48,  2.81it/s]
      45/80      0.94G     0.9263      1.533     0.6101      1.214          7        640:  74%|███████▍  | 383/519 [02:56<00:43,  3.10it/s]
      45/80      0.94G     0.9259      1.531     0.6095      1.213         11        640:  74%|███████▍  | 383/519 [02:57<00:43,  3.10it/s]
      45/80      0.94G     0.9259      1.531     0.6095      1.213         11        640:  74%|███████▍  | 384/519 [02:57<01:14,  1.81it/s]
      45/80      0.94G     0.9256       1.53     0.6091      1.213         10        640:  74%|███████▍  | 384/519 [02:58<01:14,  1.81it/s]
      45/80      0.94G     0.9256       1.53     0.6091      1.213         10        640:  74%|███████▍  | 385/519 [02:58<00:58,  2.28it/s]
      45/80      0.94G      0.925      1.528     0.6088      1.212          8        640:  74%|███████▍  | 385/519 [02:58<00:58,  2.28it/s]
      45/80      0.94G      0.925      1.528     0.6088      1.212          8        640:  74%|███████▍  | 386/519 [02:58<00:50,  2.66it/s]
      45/80      0.94G     0.9259      1.531     0.6097      1.214         11        640:  74%|███████▍  | 386/519 [02:58<00:50,  2.66it/s]
      45/80      0.94G     0.9259      1.531     0.6097      1.214         11        640:  75%|███████▍  | 387/519 [02:58<00:44,  2.98it/s]
      45/80      0.94G     0.9265      1.531     0.6096      1.214         13        640:  75%|███████▍  | 387/519 [02:59<00:44,  2.98it/s]
      45/80      0.94G     0.9265      1.531     0.6096      1.214         13        640:  75%|███████▍  | 388/519 [02:59<00:58,  2.23it/s]
      45/80      0.94G     0.9263      1.531     0.6095      1.214          8        640:  75%|███████▍  | 388/519 [02:59<00:58,  2.23it/s]
      45/80      0.94G     0.9263      1.531     0.6095      1.214          8        640:  75%|███████▍  | 389/519 [02:59<00:51,  2.55it/s]
      45/80      0.94G     0.9262      1.529     0.6097      1.214          7        640:  75%|███████▍  | 389/519 [02:59<00:51,  2.55it/s]
      45/80      0.94G     0.9262      1.529     0.6097      1.214          7        640:  75%|███████▌  | 390/519 [02:59<00:43,  2.96it/s]
      45/80      0.94G     0.9263      1.529     0.6097      1.215          9        640:  75%|███████▌  | 390/519 [03:00<00:43,  2.96it/s]
      45/80      0.94G     0.9263      1.529     0.6097      1.215          9        640:  75%|███████▌  | 391/519 [03:00<00:39,  3.21it/s]
      45/80      0.94G     0.9258      1.528     0.6099      1.215          7        640:  75%|███████▌  | 391/519 [03:01<00:39,  3.21it/s]
      45/80      0.94G     0.9258      1.528     0.6099      1.215          7        640:  76%|███████▌  | 392/519 [03:01<01:25,  1.49it/s]
      45/80      0.94G     0.9252      1.528     0.6097      1.214         10        640:  76%|███████▌  | 392/519 [03:01<01:25,  1.49it/s]
      45/80      0.94G     0.9252      1.528     0.6097      1.214         10        640:  76%|███████▌  | 393/519 [03:01<01:08,  1.83it/s]
      45/80      0.94G     0.9255      1.528     0.6096      1.214         11        640:  76%|███████▌  | 393/519 [03:02<01:08,  1.83it/s]
      45/80      0.94G     0.9255      1.528     0.6096      1.214         11        640:  76%|███████▌  | 394/519 [03:02<00:57,  2.17it/s]
      45/80      0.94G      0.925      1.527     0.6094      1.214         12        640:  76%|███████▌  | 394/519 [03:02<00:57,  2.17it/s]
      45/80      0.94G      0.925      1.527     0.6094      1.214         12        640:  76%|███████▌  | 395/519 [03:02<00:48,  2.56it/s]
      45/80      0.94G     0.9256      1.527     0.6095      1.214          5        640:  76%|███████▌  | 395/519 [03:03<00:48,  2.56it/s]
      45/80      0.94G     0.9256      1.527     0.6095      1.214          5        640:  76%|███████▋  | 396/519 [03:03<01:16,  1.60it/s]
      45/80      0.94G      0.926      1.526     0.6095      1.214          9        640:  76%|███████▋  | 396/519 [03:03<01:16,  1.60it/s]
      45/80      0.94G      0.926      1.526     0.6095      1.214          9        640:  76%|███████▋  | 397/519 [03:03<00:59,  2.06it/s]
      45/80      0.94G     0.9259      1.527     0.6097      1.214          8        640:  76%|███████▋  | 397/519 [03:03<00:59,  2.06it/s]
      45/80      0.94G     0.9259      1.527     0.6097      1.214          8        640:  77%|███████▋  | 398/519 [03:03<00:49,  2.45it/s]
      45/80      0.94G     0.9259      1.525     0.6094      1.214         11        640:  77%|███████▋  | 398/519 [03:04<00:49,  2.45it/s]
      45/80      0.94G     0.9259      1.525     0.6094      1.214         11        640:  77%|███████▋  | 399/519 [03:04<00:44,  2.68it/s]
      45/80      0.94G     0.9263      1.526     0.6096      1.214         10        640:  77%|███████▋  | 399/519 [03:05<00:44,  2.68it/s]
      45/80      0.94G     0.9263      1.526     0.6096      1.214         10        640:  77%|███████▋  | 400/519 [03:05<01:09,  1.72it/s]
      45/80      0.94G     0.9266      1.527     0.6098      1.214         10        640:  77%|███████▋  | 400/519 [03:05<01:09,  1.72it/s]
      45/80      0.94G     0.9266      1.527     0.6098      1.214         10        640:  77%|███████▋  | 401/519 [03:05<00:56,  2.09it/s]
      45/80      0.94G     0.9263      1.528     0.6095      1.214         11        640:  77%|███████▋  | 401/519 [03:05<00:56,  2.09it/s]
      45/80      0.94G     0.9263      1.528     0.6095      1.214         11        640:  77%|███████▋  | 402/519 [03:05<00:46,  2.51it/s]
      45/80      0.94G     0.9265      1.528     0.6095      1.214         10        640:  77%|███████▋  | 402/519 [03:06<00:46,  2.51it/s]
      45/80      0.94G     0.9265      1.528     0.6095      1.214         10        640:  78%|███████▊  | 403/519 [03:06<00:44,  2.58it/s]
      45/80      0.94G     0.9261      1.528     0.6093      1.214         11        640:  78%|███████▊  | 403/519 [03:06<00:44,  2.58it/s]
      45/80      0.94G     0.9261      1.528     0.6093      1.214         11        640:  78%|███████▊  | 404/519 [03:06<00:58,  1.96it/s]
      45/80      0.94G     0.9255      1.527     0.6087      1.213          6        640:  78%|███████▊  | 404/519 [03:07<00:58,  1.96it/s]
      45/80      0.94G     0.9255      1.527     0.6087      1.213          6        640:  78%|███████▊  | 405/519 [03:07<00:47,  2.40it/s]
      45/80      0.94G     0.9259      1.528     0.6085      1.213         15        640:  78%|███████▊  | 405/519 [03:07<00:47,  2.40it/s]
      45/80      0.94G     0.9259      1.528     0.6085      1.213         15        640:  78%|███████▊  | 406/519 [03:07<00:41,  2.72it/s]
      45/80      0.94G     0.9258      1.526     0.6084      1.213         10        640:  78%|███████▊  | 406/519 [03:07<00:41,  2.72it/s]
      45/80      0.94G     0.9258      1.526     0.6084      1.213         10        640:  78%|███████▊  | 407/519 [03:07<00:49,  2.26it/s]
      45/80      0.94G     0.9264      1.527     0.6084      1.213         10        640:  78%|███████▊  | 407/519 [03:08<00:49,  2.26it/s]
      45/80      0.94G     0.9264      1.527     0.6084      1.213         10        640:  79%|███████▊  | 408/519 [03:08<00:54,  2.05it/s]
      45/80      0.94G     0.9268      1.526     0.6087      1.214          9        640:  79%|███████▊  | 408/519 [03:08<00:54,  2.05it/s]
      45/80      0.94G     0.9268      1.526     0.6087      1.214          9        640:  79%|███████▉  | 409/519 [03:08<00:48,  2.27it/s]
      45/80      0.94G     0.9271      1.527     0.6091      1.214         12        640:  79%|███████▉  | 409/519 [03:09<00:48,  2.27it/s]
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      45/80      0.94G     0.9293      1.529     0.6135      1.216         10        640:  91%|█████████ | 471/519 [03:38<00:24,  1.99it/s]
      45/80      0.94G     0.9294      1.529     0.6137      1.217          7        640:  91%|█████████ | 471/519 [03:38<00:24,  1.99it/s]
      45/80      0.94G     0.9294      1.529     0.6137      1.217          7        640:  91%|█████████ | 472/519 [03:38<00:20,  2.29it/s]
      45/80      0.94G     0.9295      1.528     0.6134      1.217          8        640:  91%|█████████ | 472/519 [03:39<00:20,  2.29it/s]
      45/80      0.94G     0.9295      1.528     0.6134      1.217          8        640:  91%|█████████ | 473/519 [03:39<00:18,  2.52it/s]
      45/80      0.94G     0.9292      1.527     0.6131      1.216         12        640:  91%|█████████ | 473/519 [03:39<00:18,  2.52it/s]
      45/80      0.94G     0.9292      1.527     0.6131      1.216         12        640:  91%|█████████▏| 474/519 [03:39<00:16,  2.74it/s]
      45/80      0.94G     0.9298      1.529     0.6137      1.217          8        640:  91%|█████████▏| 474/519 [03:40<00:16,  2.74it/s]
      45/80      0.94G     0.9298      1.529     0.6137      1.217          8        640:  92%|█████████▏| 475/519 [03:40<00:29,  1.48it/s]
      45/80      0.94G     0.9303      1.529     0.6136      1.217         12        640:  92%|█████████▏| 475/519 [03:41<00:29,  1.48it/s]
      45/80      0.94G     0.9303      1.529     0.6136      1.217         12        640:  92%|█████████▏| 476/519 [03:41<00:23,  1.82it/s]
      45/80      0.94G     0.9314      1.529     0.6144      1.218         11        640:  92%|█████████▏| 476/519 [03:41<00:23,  1.82it/s]
      45/80      0.94G     0.9314      1.529     0.6144      1.218         11        640:  92%|█████████▏| 477/519 [03:41<00:18,  2.28it/s]
      45/80      0.94G     0.9312      1.529     0.6141      1.218          9        640:  92%|█████████▏| 477/519 [03:41<00:18,  2.28it/s]
      45/80      0.94G     0.9312      1.529     0.6141      1.218          9        640:  92%|█████████▏| 478/519 [03:41<00:15,  2.66it/s]
      45/80      0.94G     0.9309      1.529      0.614      1.217         13        640:  92%|█████████▏| 478/519 [03:42<00:15,  2.66it/s]
      45/80      0.94G     0.9309      1.529      0.614      1.217         13        640:  92%|█████████▏| 479/519 [03:42<00:25,  1.57it/s]
      45/80      0.94G     0.9307      1.529      0.614      1.217          9        640:  92%|█████████▏| 479/519 [03:42<00:25,  1.57it/s]
      45/80      0.94G     0.9307      1.529      0.614      1.217          9        640:  92%|█████████▏| 480/519 [03:42<00:19,  2.00it/s]
      45/80      0.94G     0.9303      1.529      0.614      1.217          6        640:  92%|█████████▏| 480/519 [03:43<00:19,  2.00it/s]
      45/80      0.94G     0.9303      1.529      0.614      1.217          6        640:  93%|█████████▎| 481/519 [03:43<00:16,  2.30it/s]
      45/80      0.94G     0.9303       1.53      0.614      1.217         10        640:  93%|█████████▎| 481/519 [03:43<00:16,  2.30it/s]
      45/80      0.94G     0.9303       1.53      0.614      1.217         10        640:  93%|█████████▎| 482/519 [03:43<00:13,  2.79it/s]
      45/80      0.94G     0.9298      1.529     0.6138      1.216         12        640:  93%|█████████▎| 482/519 [03:44<00:13,  2.79it/s]
      45/80      0.94G     0.9298      1.529     0.6138      1.216         12        640:  93%|█████████▎| 483/519 [03:44<00:16,  2.13it/s]
      45/80      0.94G     0.9298      1.529     0.6141      1.216         12        640:  93%|█████████▎| 483/519 [03:44<00:16,  2.13it/s]
      45/80      0.94G     0.9298      1.529     0.6141      1.216         12        640:  93%|█████████▎| 484/519 [03:44<00:13,  2.61it/s]
      45/80      0.94G     0.9295      1.529     0.6137      1.216          9        640:  93%|█████████▎| 484/519 [03:44<00:13,  2.61it/s]
      45/80      0.94G     0.9295      1.529     0.6137      1.216          9        640:  93%|█████████▎| 485/519 [03:44<00:11,  2.86it/s]
      45/80      0.94G     0.9302      1.531     0.6141      1.216          9        640:  93%|█████████▎| 485/519 [03:44<00:11,  2.86it/s]
      45/80      0.94G     0.9302      1.531     0.6141      1.216          9        640:  94%|█████████▎| 486/519 [03:44<00:10,  3.20it/s]
      45/80      0.94G     0.9298      1.531      0.614      1.216         14        640:  94%|█████████▎| 486/519 [03:46<00:10,  3.20it/s]
      45/80      0.94G     0.9298      1.531      0.614      1.216         14        640:  94%|█████████▍| 487/519 [03:46<00:18,  1.71it/s]
      45/80      0.94G     0.9297       1.53     0.6137      1.216         14        640:  94%|█████████▍| 487/519 [03:46<00:18,  1.71it/s]
      45/80      0.94G     0.9297       1.53     0.6137      1.216         14        640:  94%|█████████▍| 488/519 [03:46<00:14,  2.10it/s]
      45/80      0.94G     0.9289       1.53     0.6135      1.215          7        640:  94%|█████████▍| 488/519 [03:46<00:14,  2.10it/s]
      45/80      0.94G     0.9289       1.53     0.6135      1.215          7        640:  94%|█████████▍| 489/519 [03:46<00:12,  2.31it/s]
      45/80      0.94G     0.9292       1.53     0.6139      1.216          8        640:  94%|█████████▍| 489/519 [03:46<00:12,  2.31it/s]
      45/80      0.94G     0.9292       1.53     0.6139      1.216          8        640:  94%|█████████▍| 490/519 [03:46<00:10,  2.64it/s]
      45/80      0.94G      0.929       1.53     0.6136      1.216         13        640:  94%|█████████▍| 490/519 [03:47<00:10,  2.64it/s]
      45/80      0.94G      0.929       1.53     0.6136      1.216         13        640:  95%|█████████▍| 491/519 [03:47<00:16,  1.70it/s]
      45/80      0.94G     0.9293       1.53     0.6138      1.216         11        640:  95%|█████████▍| 491/519 [03:48<00:16,  1.70it/s]
      45/80      0.94G     0.9293       1.53     0.6138      1.216         11        640:  95%|█████████▍| 492/519 [03:48<00:13,  2.06it/s]
      45/80      0.94G     0.9289      1.529     0.6135      1.215          6        640:  95%|█████████▍| 492/519 [03:48<00:13,  2.06it/s]
      45/80      0.94G     0.9289      1.529     0.6135      1.215          6        640:  95%|█████████▍| 493/519 [03:48<00:10,  2.48it/s]
      45/80      0.94G      0.929      1.531     0.6142      1.216          9        640:  95%|█████████▍| 493/519 [03:49<00:10,  2.48it/s]
      45/80      0.94G      0.929      1.531     0.6142      1.216          9        640:  95%|█████████▌| 494/519 [03:49<00:12,  1.97it/s]
      45/80      0.94G     0.9289      1.531      0.614      1.216          9        640:  95%|█████████▌| 494/519 [03:49<00:12,  1.97it/s]
      45/80      0.94G     0.9289      1.531      0.614      1.216          9        640:  95%|█████████▌| 495/519 [03:49<00:10,  2.25it/s]
      45/80      0.94G     0.9289      1.531     0.6141      1.216         11        640:  95%|█████████▌| 495/519 [03:49<00:10,  2.25it/s]
      45/80      0.94G     0.9289      1.531     0.6141      1.216         11        640:  96%|█████████▌| 496/519 [03:49<00:08,  2.61it/s]
      45/80      0.94G     0.9293      1.533     0.6145      1.216         13        640:  96%|█████████▌| 496/519 [03:49<00:08,  2.61it/s]
      45/80      0.94G     0.9293      1.533     0.6145      1.216         13        640:  96%|█████████▌| 497/519 [03:49<00:07,  2.91it/s]
      45/80      0.94G     0.9286      1.532      0.614      1.215         11        640:  96%|█████████▌| 497/519 [03:50<00:07,  2.91it/s]
      45/80      0.94G     0.9286      1.532      0.614      1.215         11        640:  96%|█████████▌| 498/519 [03:50<00:11,  1.84it/s]
      45/80      0.94G     0.9285      1.532     0.6137      1.215          9        640:  96%|█████████▌| 498/519 [03:51<00:11,  1.84it/s]
      45/80      0.94G     0.9285      1.532     0.6137      1.215          9        640:  96%|█████████▌| 499/519 [03:51<00:09,  2.19it/s]
      45/80      0.94G     0.9285      1.532     0.6136      1.215         13        640:  96%|█████████▌| 499/519 [03:51<00:09,  2.19it/s]
      45/80      0.94G     0.9285      1.532     0.6136      1.215         13        640:  96%|█████████▋| 500/519 [03:51<00:07,  2.41it/s]
      45/80      0.94G     0.9287      1.532     0.6138      1.215          8        640:  96%|█████████▋| 500/519 [03:51<00:07,  2.41it/s]
      45/80      0.94G     0.9287      1.532     0.6138      1.215          8        640:  97%|█████████▋| 501/519 [03:51<00:06,  2.78it/s]
      45/80      0.94G     0.9289      1.532      0.614      1.215          9        640:  97%|█████████▋| 501/519 [03:52<00:06,  2.78it/s]
      45/80      0.94G     0.9289      1.532      0.614      1.215          9        640:  97%|█████████▋| 502/519 [03:52<00:10,  1.68it/s]
      45/80      0.94G     0.9289      1.531     0.6141      1.215         10        640:  97%|█████████▋| 502/519 [03:53<00:10,  1.68it/s]
      45/80      0.94G     0.9289      1.531     0.6141      1.215         10        640:  97%|█████████▋| 503/519 [03:53<00:07,  2.06it/s]
      45/80      0.94G     0.9288      1.531      0.614      1.215          9        640:  97%|█████████▋| 503/519 [03:53<00:07,  2.06it/s]
      45/80      0.94G     0.9288      1.531      0.614      1.215          9        640:  97%|█████████▋| 504/519 [03:53<00:05,  2.51it/s]
      45/80      0.94G     0.9285      1.531     0.6136      1.215         10        640:  97%|█████████▋| 504/519 [03:53<00:05,  2.51it/s]
      45/80      0.94G     0.9285      1.531     0.6136      1.215         10        640:  97%|█████████▋| 505/519 [03:53<00:05,  2.74it/s]
      45/80      0.94G     0.9281       1.53     0.6135      1.214         10        640:  97%|█████████▋| 505/519 [03:54<00:05,  2.74it/s]
      45/80      0.94G     0.9281       1.53     0.6135      1.214         10        640:  97%|█████████▋| 506/519 [03:54<00:07,  1.75it/s]
      45/80      0.94G     0.9277      1.531     0.6133      1.214         13        640:  97%|█████████▋| 506/519 [03:54<00:07,  1.75it/s]
      45/80      0.94G     0.9277      1.531     0.6133      1.214         13        640:  98%|█████████▊| 507/519 [03:54<00:05,  2.16it/s]
      45/80      0.94G     0.9279      1.531     0.6135      1.214          9        640:  98%|█████████▊| 507/519 [03:55<00:05,  2.16it/s]
      45/80      0.94G     0.9279      1.531     0.6135      1.214          9        640:  98%|█████████▊| 508/519 [03:55<00:04,  2.51it/s]
      45/80      0.94G      0.928      1.532     0.6135      1.214         13        640:  98%|█████████▊| 508/519 [03:55<00:04,  2.51it/s]
      45/80      0.94G      0.928      1.532     0.6135      1.214         13        640:  98%|█████████▊| 509/519 [03:55<00:03,  2.86it/s]
      45/80      0.94G      0.928      1.532     0.6138      1.214         10        640:  98%|█████████▊| 509/519 [03:55<00:03,  2.86it/s]
      45/80      0.94G      0.928      1.532     0.6138      1.214         10        640:  98%|█████████▊| 510/519 [03:55<00:03,  2.31it/s]
      45/80      0.94G      0.928      1.532     0.6136      1.214          7        640:  98%|█████████▊| 510/519 [03:56<00:03,  2.31it/s]
      45/80      0.94G      0.928      1.532     0.6136      1.214          7        640:  98%|█████████▊| 511/519 [03:56<00:03,  2.59it/s]
      45/80      0.94G     0.9285      1.533     0.6136      1.215         10        640:  98%|█████████▊| 511/519 [03:56<00:03,  2.59it/s]
      45/80      0.94G     0.9285      1.533     0.6136      1.215         10        640:  99%|█████████▊| 512/519 [03:56<00:03,  2.20it/s]
      45/80      0.94G     0.9284      1.533     0.6136      1.214         13        640:  99%|█████████▊| 512/519 [03:56<00:03,  2.20it/s]
      45/80      0.94G     0.9284      1.533     0.6136      1.214         13        640:  99%|█████████▉| 513/519 [03:56<00:02,  2.68it/s]
      45/80      0.94G     0.9286      1.535     0.6138      1.215         11        640:  99%|█████████▉| 513/519 [03:57<00:02,  2.68it/s]
      45/80      0.94G     0.9286      1.535     0.6138      1.215         11        640:  99%|█████████▉| 514/519 [03:57<00:02,  2.31it/s]
      45/80      0.94G     0.9281      1.535     0.6139      1.214         10        640:  99%|█████████▉| 514/519 [03:57<00:02,  2.31it/s]
      45/80      0.94G     0.9281      1.535     0.6139      1.214         10        640:  99%|█████████▉| 515/519 [03:57<00:01,  2.74it/s]
      45/80      0.94G     0.9281      1.537     0.6146      1.214          9        640:  99%|█████████▉| 515/519 [03:58<00:01,  2.74it/s]
      45/80      0.94G     0.9281      1.537     0.6146      1.214          9        640:  99%|█████████▉| 516/519 [03:58<00:01,  2.06it/s]
      45/80      0.94G     0.9283      1.537     0.6145      1.215         12        640:  99%|█████████▉| 516/519 [03:58<00:01,  2.06it/s]
      45/80      0.94G     0.9283      1.537     0.6145      1.215         12        640: 100%|█████████▉| 517/519 [03:58<00:00,  2.66it/s]
      45/80      0.94G      0.928      1.537     0.6143      1.214         11        640: 100%|█████████▉| 517/519 [03:58<00:00,  2.66it/s]
      45/80      0.94G      0.928      1.537     0.6143      1.214         11        640: 100%|█████████▉| 518/519 [03:58<00:00,  3.30it/s]
      45/80      0.94G     0.9277      1.537      0.614      1.214         12        640: 100%|█████████▉| 518/519 [03:58<00:00,  3.30it/s]
      45/80      0.94G     0.9277      1.537      0.614      1.214         12        640: 100%|██████████| 519/519 [03:58<00:00,  2.17it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:43,  6.30s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:56,  2.81s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:06<01:44,  1.68s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:11,  1.17s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:54,  1.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:50,  1.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:42,  1.37it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:37,  1.53it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:09<00:31,  1.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:26,  2.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:25,  2.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:23,  2.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:24,  2.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:23,  2.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:23,  2.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:25,  1.87it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:23,  1.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:23,  1.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:24,  1.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:26,  1.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:26,  1.64it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  1.98it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:17,  2.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:17<00:14,  2.75it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.34it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  4.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.60it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:18<00:04,  6.41it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.84it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  7.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:03,  7.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:19<00:03,  6.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:04,  5.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.31it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.08it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.54it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.25it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:20<00:03,  6.26it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.32it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.46it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.45it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.83it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:21<00:01,  7.55it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  82%|████████▏ | 53/65 [00:21<00:01,  8.58it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  9.12it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  9.46it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.69it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.90it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:22<00:00, 10.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.80it/s]
-                   all        519        519      0.965      0.963      0.986      0.737      0.965      0.961      0.986      0.718
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
      46/80      0.94G     0.9252      1.348     0.5568      1.214          8        640:   0%|          | 0/519 [00:03<?, ?it/s]
      46/80      0.94G     0.9252      1.348     0.5568      1.214          8        640:   0%|          | 1/519 [00:03<31:01,  3.59s/it]
      46/80      0.94G      1.042      1.544     0.6477      1.295         10        640:   0%|          | 1/519 [00:03<31:01,  3.59s/it]
      46/80      0.94G      1.042      1.544     0.6477      1.295         10        640:   0%|          | 2/519 [00:03<14:14,  1.65s/it]
      46/80      0.94G      1.054      1.462      0.618       1.24         12        640:   0%|          | 2/519 [00:04<14:14,  1.65s/it]
      46/80      0.94G      1.054      1.462      0.618       1.24         12        640:   1%|          | 3/519 [00:04<08:53,  1.03s/it]
      46/80      0.94G       1.11       1.68     0.6482      1.298          9        640:   1%|          | 3/519 [00:04<08:53,  1.03s/it]
      46/80      0.94G       1.11       1.68     0.6482      1.298          9        640:   1%|          | 4/519 [00:04<05:57,  1.44it/s]
      46/80      0.94G       1.15      1.648     0.6498      1.315         10        640:   1%|          | 4/519 [00:04<05:57,  1.44it/s]
      46/80      0.94G       1.15      1.648     0.6498      1.315         10        640:   1%|          | 5/519 [00:04<04:55,  1.74it/s]
      46/80      0.94G      1.073      1.574     0.6606      1.274          7        640:   1%|          | 5/519 [00:04<04:55,  1.74it/s]
      46/80      0.94G      1.073      1.574     0.6606      1.274          7        640:   1%|          | 6/519 [00:04<03:53,  2.20it/s]
      46/80      0.94G      1.051      1.635     0.6692      1.285          6        640:   1%|          | 6/519 [00:05<03:53,  2.20it/s]
      46/80      0.94G      1.051      1.635     0.6692      1.285          6        640:   1%|▏         | 7/519 [00:05<03:11,  2.68it/s]
      46/80      0.94G      1.051      1.688     0.6948      1.286         13        640:   1%|▏         | 7/519 [00:05<03:11,  2.68it/s]
      46/80      0.94G      1.051      1.688     0.6948      1.286         13        640:   2%|▏         | 8/519 [00:05<03:48,  2.24it/s]
      46/80      0.94G      1.025       1.62     0.6552      1.277          6        640:   2%|▏         | 8/519 [00:06<03:48,  2.24it/s]
      46/80      0.94G      1.025       1.62     0.6552      1.277          6        640:   2%|▏         | 9/519 [00:06<03:17,  2.59it/s]
      46/80      0.94G       1.01      1.591      0.638      1.268          9        640:   2%|▏         | 9/519 [00:06<03:17,  2.59it/s]
      46/80      0.94G       1.01      1.591      0.638      1.268          9        640:   2%|▏         | 10/519 [00:06<02:58,  2.85it/s]
      46/80      0.94G      1.014      1.649     0.6704      1.248          7        640:   2%|▏         | 10/519 [00:06<02:58,  2.85it/s]
      46/80      0.94G      1.014      1.649     0.6704      1.248          7        640:   2%|▏         | 11/519 [00:06<03:37,  2.34it/s]
      46/80      0.94G     0.9889      1.607     0.6568      1.232         10        640:   2%|▏         | 11/519 [00:07<03:37,  2.34it/s]
      46/80      0.94G     0.9889      1.607     0.6568      1.232         10        640:   2%|▏         | 12/519 [00:07<04:10,  2.02it/s]
      46/80      0.94G     0.9833      1.599     0.6489      1.229         11        640:   2%|▏         | 12/519 [00:07<04:10,  2.02it/s]
      46/80      0.94G     0.9833      1.599     0.6489      1.229         11        640:   3%|▎         | 13/519 [00:07<04:03,  2.08it/s]
      46/80      0.94G     0.9778      1.603     0.6429      1.232          9        640:   3%|▎         | 13/519 [00:08<04:03,  2.08it/s]
      46/80      0.94G     0.9778      1.603     0.6429      1.232          9        640:   3%|▎         | 14/519 [00:08<03:24,  2.47it/s]
      46/80      0.94G      0.992      1.614     0.6503      1.237         13        640:   3%|▎         | 14/519 [00:08<03:24,  2.47it/s]
      46/80      0.94G      0.992      1.614     0.6503      1.237         13        640:   3%|▎         | 15/519 [00:08<04:21,  1.93it/s]
      46/80      0.94G     0.9834      1.613     0.6427      1.229          9        640:   3%|▎         | 15/519 [00:09<04:21,  1.93it/s]
      46/80      0.94G     0.9834      1.613     0.6427      1.229          9        640:   3%|▎         | 16/519 [00:09<04:46,  1.75it/s]
      46/80      0.94G     0.9814      1.636     0.6369      1.227         12        640:   3%|▎         | 16/519 [00:10<04:46,  1.75it/s]
      46/80      0.94G     0.9814      1.636     0.6369      1.227         12        640:   3%|▎         | 17/519 [00:10<04:28,  1.87it/s]
      46/80      0.94G     0.9918      1.647     0.6367      1.232         10        640:   3%|▎         | 17/519 [00:10<04:28,  1.87it/s]
      46/80      0.94G     0.9918      1.647     0.6367      1.232         10        640:   3%|▎         | 18/519 [00:10<03:57,  2.11it/s]
      46/80      0.94G     0.9774      1.649     0.6337      1.227          9        640:   3%|▎         | 18/519 [00:11<03:57,  2.11it/s]
      46/80      0.94G     0.9774      1.649     0.6337      1.227          9        640:   4%|▎         | 19/519 [00:11<04:40,  1.78it/s]
      46/80      0.94G     0.9638      1.625      0.631      1.216         12        640:   4%|▎         | 19/519 [00:11<04:40,  1.78it/s]
      46/80      0.94G     0.9638      1.625      0.631      1.216         12        640:   4%|▍         | 20/519 [00:11<03:56,  2.11it/s]
      46/80      0.94G     0.9753      1.613     0.6291      1.224         12        640:   4%|▍         | 20/519 [00:12<03:56,  2.11it/s]
      46/80      0.94G     0.9753      1.613     0.6291      1.224         12        640:   4%|▍         | 21/519 [00:12<04:10,  1.99it/s]
      46/80      0.94G     0.9762      1.624     0.6343      1.223         10        640:   4%|▍         | 21/519 [00:12<04:10,  1.99it/s]
      46/80      0.94G     0.9762      1.624     0.6343      1.223         10        640:   4%|▍         | 22/519 [00:12<03:34,  2.32it/s]
      46/80      0.94G     0.9803      1.628     0.6347      1.227          9        640:   4%|▍         | 22/519 [00:12<03:34,  2.32it/s]
      46/80      0.94G     0.9803      1.628     0.6347      1.227          9        640:   4%|▍         | 23/519 [00:12<03:02,  2.72it/s]
      46/80      0.94G     0.9687      1.614     0.6287      1.222         13        640:   4%|▍         | 23/519 [00:12<03:02,  2.72it/s]
      46/80      0.94G     0.9687      1.614     0.6287      1.222         13        640:   5%|▍         | 24/519 [00:12<02:43,  3.02it/s]
      46/80      0.94G     0.9769      1.613     0.6298      1.223         11        640:   5%|▍         | 24/519 [00:13<02:43,  3.02it/s]
      46/80      0.94G     0.9769      1.613     0.6298      1.223         11        640:   5%|▍         | 25/519 [00:13<03:58,  2.07it/s]
      46/80      0.94G     0.9877      1.628     0.6296      1.238          8        640:   5%|▍         | 25/519 [00:13<03:58,  2.07it/s]
      46/80      0.94G     0.9877      1.628     0.6296      1.238          8        640:   5%|▌         | 26/519 [00:13<03:13,  2.55it/s]
      46/80      0.94G     0.9888      1.625     0.6334      1.242          9        640:   5%|▌         | 26/519 [00:14<03:13,  2.55it/s]
      46/80      0.94G     0.9888      1.625     0.6334      1.242          9        640:   5%|▌         | 27/519 [00:14<03:57,  2.07it/s]
      46/80      0.94G     0.9832      1.616     0.6374      1.239         12        640:   5%|▌         | 27/519 [00:14<03:57,  2.07it/s]
      46/80      0.94G     0.9832      1.616     0.6374      1.239         12        640:   5%|▌         | 28/519 [00:14<03:19,  2.46it/s]
      46/80      0.94G     0.9792      1.609      0.635      1.234         11        640:   5%|▌         | 28/519 [00:15<03:19,  2.46it/s]
      46/80      0.94G     0.9792      1.609      0.635      1.234         11        640:   6%|▌         | 29/519 [00:15<04:39,  1.76it/s]
      46/80      0.94G     0.9717      1.594     0.6367      1.231          8        640:   6%|▌         | 29/519 [00:15<04:39,  1.76it/s]
      46/80      0.94G     0.9717      1.594     0.6367      1.231          8        640:   6%|▌         | 30/519 [00:15<03:46,  2.16it/s]
      46/80      0.94G     0.9745      1.585     0.6356      1.238          7        640:   6%|▌         | 30/519 [00:16<03:46,  2.16it/s]
      46/80      0.94G     0.9745      1.585     0.6356      1.238          7        640:   6%|▌         | 31/519 [00:16<04:03,  2.00it/s]
      46/80      0.94G     0.9798      1.599     0.6392      1.236         13        640:   6%|▌         | 31/519 [00:16<04:03,  2.00it/s]
      46/80      0.94G     0.9798      1.599     0.6392      1.236         13        640:   6%|▌         | 32/519 [00:16<03:30,  2.31it/s]
      46/80      0.94G     0.9685      1.585     0.6358      1.229         13        640:   6%|▌         | 32/519 [00:17<03:30,  2.31it/s]
      46/80      0.94G     0.9685      1.585     0.6358      1.229         13        640:   6%|▋         | 33/519 [00:17<05:00,  1.62it/s]
      46/80      0.94G     0.9645      1.578     0.6306      1.226          7        640:   6%|▋         | 33/519 [00:18<05:00,  1.62it/s]
      46/80      0.94G     0.9645      1.578     0.6306      1.226          7        640:   7%|▋         | 34/519 [00:18<04:25,  1.82it/s]
      46/80      0.94G     0.9676      1.588      0.632      1.228          9        640:   7%|▋         | 34/519 [00:18<04:25,  1.82it/s]
      46/80      0.94G     0.9676      1.588      0.632      1.228          9        640:   7%|▋         | 35/519 [00:18<03:34,  2.25it/s]
      46/80      0.94G     0.9634      1.577     0.6262      1.227         11        640:   7%|▋         | 35/519 [00:18<03:34,  2.25it/s]
      46/80      0.94G     0.9634      1.577     0.6262      1.227         11        640:   7%|▋         | 36/519 [00:18<03:12,  2.52it/s]
      46/80      0.94G     0.9765      1.597     0.6439      1.236         11        640:   7%|▋         | 36/519 [00:19<03:12,  2.52it/s]
      46/80      0.94G     0.9765      1.597     0.6439      1.236         11        640:   7%|▋         | 37/519 [00:19<04:34,  1.76it/s]
      46/80      0.94G     0.9741      1.584     0.6413      1.238          8        640:   7%|▋         | 37/519 [00:19<04:34,  1.76it/s]
      46/80      0.94G     0.9741      1.584     0.6413      1.238          8        640:   7%|▋         | 38/519 [00:19<03:40,  2.18it/s]
      46/80      0.94G     0.9719      1.582     0.6397      1.236         12        640:   7%|▋         | 38/519 [00:20<03:40,  2.18it/s]
      46/80      0.94G     0.9719      1.582     0.6397      1.236         12        640:   8%|▊         | 39/519 [00:20<03:50,  2.08it/s]
      46/80      0.94G     0.9731      1.588     0.6401      1.237          9        640:   8%|▊         | 39/519 [00:20<03:50,  2.08it/s]
      46/80      0.94G     0.9731      1.588     0.6401      1.237          9        640:   8%|▊         | 40/519 [00:20<03:10,  2.51it/s]
      46/80      0.94G     0.9654      1.578     0.6334      1.233          6        640:   8%|▊         | 40/519 [00:21<03:10,  2.51it/s]
      46/80      0.94G     0.9654      1.578     0.6334      1.233          6        640:   8%|▊         | 41/519 [00:21<04:08,  1.92it/s]
      46/80      0.94G     0.9645      1.576     0.6341      1.237          8        640:   8%|▊         | 41/519 [00:21<04:08,  1.92it/s]
      46/80      0.94G     0.9645      1.576     0.6341      1.237          8        640:   8%|▊         | 42/519 [00:21<03:30,  2.27it/s]
      46/80      0.94G     0.9724      1.588     0.6372      1.238          9        640:   8%|▊         | 42/519 [00:22<03:30,  2.27it/s]
      46/80      0.94G     0.9724      1.588     0.6372      1.238          9        640:   8%|▊         | 43/519 [00:22<03:48,  2.08it/s]
      46/80      0.94G     0.9711      1.589     0.6353      1.236          6        640:   8%|▊         | 43/519 [00:22<03:48,  2.08it/s]
      46/80      0.94G     0.9711      1.589     0.6353      1.236          6        640:   8%|▊         | 44/519 [00:22<03:08,  2.52it/s]
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      46/80      0.94G     0.9746      1.591     0.6388      1.236         13        640:   9%|▊         | 45/519 [00:23<05:11,  1.52it/s]
      46/80      0.94G     0.9784      1.594     0.6385      1.236         12        640:   9%|▊         | 45/519 [00:23<05:11,  1.52it/s]
      46/80      0.94G     0.9784      1.594     0.6385      1.236         12        640:   9%|▉         | 46/519 [00:23<04:12,  1.87it/s]
      46/80      0.94G     0.9829      1.598       0.64      1.236         11        640:   9%|▉         | 46/519 [00:24<04:12,  1.87it/s]
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      46/80      0.94G     0.9802      1.588     0.6363      1.235         11        640:   9%|▉         | 47/519 [00:24<04:10,  1.88it/s]
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      46/80      0.94G     0.9881      1.591     0.6396      1.239          8        640:   9%|▉         | 48/519 [00:25<03:25,  2.30it/s]
      46/80      0.94G     0.9881      1.591     0.6396      1.239          8        640:   9%|▉         | 49/519 [00:25<03:33,  2.20it/s]
      46/80      0.94G     0.9787      1.579      0.635      1.233         11        640:   9%|▉         | 49/519 [00:25<03:33,  2.20it/s]
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      46/80      0.94G     0.9857      1.597       0.64      1.239          8        640:  10%|▉         | 50/519 [00:26<03:08,  2.49it/s]
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      46/80      0.94G     0.9873      1.603     0.6428       1.24          9        640:  10%|▉         | 51/519 [00:26<04:26,  1.75it/s]
      46/80      0.94G     0.9873      1.603     0.6428       1.24          9        640:  10%|█         | 52/519 [00:26<03:38,  2.13it/s]
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      46/80      0.94G     0.9861      1.616     0.6458      1.241          9        640:  10%|█         | 53/519 [00:27<03:32,  2.19it/s]
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      46/80      0.94G     0.9864      1.612     0.6488       1.24          9        640:  10%|█         | 54/519 [00:28<03:06,  2.50it/s]
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      46/80      0.94G     0.9773      1.606     0.6414      1.229         12        640:  11%|█▏        | 59/519 [00:30<03:16,  2.34it/s]
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      46/80      0.94G     0.9791      1.603     0.6449       1.23          4        640:  12%|█▏        | 60/519 [00:30<02:59,  2.56it/s]
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      46/80      0.94G     0.9774      1.602     0.6417      1.228          9        640:  12%|█▏        | 61/519 [00:31<03:34,  2.13it/s]
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      46/80      0.94G     0.9744      1.589     0.6391      1.225         11        640:  12%|█▏        | 63/519 [00:31<02:53,  2.63it/s]
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      46/80      0.94G      0.973       1.59     0.6424      1.225          9        640:  12%|█▏        | 64/519 [00:32<02:28,  3.07it/s]
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      46/80      0.94G     0.9641      1.581      0.637      1.221          9        640:  13%|█▎        | 66/519 [00:33<03:38,  2.07it/s]
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      46/80      0.94G     0.9615      1.576     0.6377      1.219         11        640:  13%|█▎        | 68/519 [00:34<02:43,  2.76it/s]
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      46/80      0.94G     0.9569      1.574     0.6343      1.218          6        640:  13%|█▎        | 70/519 [00:35<03:58,  1.88it/s]
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      46/80      0.94G     0.9538      1.577     0.6292      1.215          9        640:  15%|█▌        | 79/519 [00:38<02:47,  2.63it/s]
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      46/80      0.94G     0.9545      1.575     0.6206       1.22          9        640:  33%|███▎      | 172/519 [01:21<02:20,  2.47it/s]
      46/80      0.94G     0.9545      1.575     0.6206       1.22          9        640:  33%|███▎      | 173/519 [01:21<02:01,  2.84it/s]
      46/80      0.94G     0.9541      1.575     0.6208       1.22         11        640:  33%|███▎      | 173/519 [01:21<02:01,  2.84it/s]
      46/80      0.94G     0.9541      1.575     0.6208       1.22         11        640:  34%|███▎      | 174/519 [01:21<02:59,  1.92it/s]
      46/80      0.94G      0.953      1.575     0.6193      1.219         11        640:  34%|███▎      | 174/519 [01:22<02:59,  1.92it/s]
      46/80      0.94G      0.953      1.575     0.6193      1.219         11        640:  34%|███▎      | 175/519 [01:22<02:28,  2.31it/s]
      46/80      0.94G     0.9528      1.574     0.6197      1.219          7        640:  34%|███▎      | 175/519 [01:22<02:28,  2.31it/s]
      46/80      0.94G     0.9528      1.574     0.6197      1.219          7        640:  34%|███▍      | 176/519 [01:22<02:05,  2.74it/s]
      46/80      0.94G      0.952      1.577     0.6196       1.22          7        640:  34%|███▍      | 176/519 [01:22<02:05,  2.74it/s]
      46/80      0.94G      0.952      1.577     0.6196       1.22          7        640:  34%|███▍      | 177/519 [01:22<01:51,  3.06it/s]
      46/80      0.94G     0.9507      1.579     0.6201      1.219         10        640:  34%|███▍      | 177/519 [01:23<01:51,  3.06it/s]
      46/80      0.94G     0.9507      1.579     0.6201      1.219         10        640:  34%|███▍      | 178/519 [01:23<03:01,  1.88it/s]
      46/80      0.94G     0.9498      1.575     0.6193      1.218          9        640:  34%|███▍      | 178/519 [01:23<03:01,  1.88it/s]
      46/80      0.94G     0.9498      1.575     0.6193      1.218          9        640:  34%|███▍      | 179/519 [01:23<02:34,  2.19it/s]
      46/80      0.94G     0.9492      1.572     0.6191      1.218         14        640:  34%|███▍      | 179/519 [01:24<02:34,  2.19it/s]
      46/80      0.94G     0.9492      1.572     0.6191      1.218         14        640:  35%|███▍      | 180/519 [01:24<02:32,  2.22it/s]
      46/80      0.94G     0.9488       1.57     0.6194      1.217         10        640:  35%|███▍      | 180/519 [01:24<02:32,  2.22it/s]
      46/80      0.94G     0.9488       1.57     0.6194      1.217         10        640:  35%|███▍      | 181/519 [01:24<02:09,  2.61it/s]
      46/80      0.94G     0.9481       1.57      0.619      1.217         12        640:  35%|███▍      | 181/519 [01:25<02:09,  2.61it/s]
      46/80      0.94G     0.9481       1.57      0.619      1.217         12        640:  35%|███▌      | 182/519 [01:25<03:04,  1.82it/s]
      46/80      0.94G     0.9471       1.57     0.6181      1.217          7        640:  35%|███▌      | 182/519 [01:25<03:04,  1.82it/s]
      46/80      0.94G     0.9471       1.57     0.6181      1.217          7        640:  35%|███▌      | 183/519 [01:25<02:36,  2.14it/s]
      46/80      0.94G     0.9472      1.569     0.6173      1.216         10        640:  35%|███▌      | 183/519 [01:26<02:36,  2.14it/s]
      46/80      0.94G     0.9472      1.569     0.6173      1.216         10        640:  35%|███▌      | 184/519 [01:26<02:35,  2.16it/s]
      46/80      0.94G     0.9481      1.571     0.6174      1.216          9        640:  35%|███▌      | 184/519 [01:26<02:35,  2.16it/s]
      46/80      0.94G     0.9481      1.571     0.6174      1.216          9        640:  36%|███▌      | 185/519 [01:26<02:17,  2.42it/s]
      46/80      0.94G     0.9458      1.568      0.616      1.215         11        640:  36%|███▌      | 185/519 [01:27<02:17,  2.42it/s]
      46/80      0.94G     0.9458      1.568      0.616      1.215         11        640:  36%|███▌      | 186/519 [01:27<02:56,  1.88it/s]
      46/80      0.94G     0.9463      1.568     0.6165      1.215          8        640:  36%|███▌      | 186/519 [01:27<02:56,  1.88it/s]
      46/80      0.94G     0.9463      1.568     0.6165      1.215          8        640:  36%|███▌      | 187/519 [01:27<02:21,  2.34it/s]
      46/80      0.94G     0.9465      1.569     0.6166      1.215         11        640:  36%|███▌      | 187/519 [01:28<02:21,  2.34it/s]
      46/80      0.94G     0.9465      1.569     0.6166      1.215         11        640:  36%|███▌      | 188/519 [01:28<03:05,  1.79it/s]
      46/80      0.94G     0.9474      1.573     0.6167      1.216         11        640:  36%|███▌      | 188/519 [01:28<03:05,  1.79it/s]
      46/80      0.94G     0.9474      1.573     0.6167      1.216         11        640:  36%|███▋      | 189/519 [01:28<02:36,  2.11it/s]
      46/80      0.94G     0.9478      1.573     0.6169      1.216          9        640:  36%|███▋      | 189/519 [01:29<02:36,  2.11it/s]
      46/80      0.94G     0.9478      1.573     0.6169      1.216          9        640:  37%|███▋      | 190/519 [01:29<02:43,  2.01it/s]
      46/80      0.94G     0.9494       1.57     0.6179      1.218          5        640:  37%|███▋      | 190/519 [01:29<02:43,  2.01it/s]
      46/80      0.94G     0.9494       1.57     0.6179      1.218          5        640:  37%|███▋      | 191/519 [01:29<02:17,  2.38it/s]
      46/80      0.94G     0.9493      1.568     0.6178      1.218         11        640:  37%|███▋      | 191/519 [01:30<02:17,  2.38it/s]
      46/80      0.94G     0.9493      1.568     0.6178      1.218         11        640:  37%|███▋      | 192/519 [01:30<02:53,  1.88it/s]
      46/80      0.94G     0.9484      1.569     0.6185      1.218         10        640:  37%|███▋      | 192/519 [01:30<02:53,  1.88it/s]
      46/80      0.94G     0.9484      1.569     0.6185      1.218         10        640:  37%|███▋      | 193/519 [01:30<02:23,  2.27it/s]
      46/80      0.94G     0.9491      1.571     0.6191      1.218         10        640:  37%|███▋      | 193/519 [01:31<02:23,  2.27it/s]
      46/80      0.94G     0.9491      1.571     0.6191      1.218         10        640:  37%|███▋      | 194/519 [01:31<03:05,  1.75it/s]
      46/80      0.94G     0.9481      1.571     0.6193      1.218          5        640:  37%|███▋      | 194/519 [01:31<03:05,  1.75it/s]
      46/80      0.94G     0.9481      1.571     0.6193      1.218          5        640:  38%|███▊      | 195/519 [01:31<02:35,  2.08it/s]
      46/80      0.94G     0.9475      1.573     0.6201      1.218          9        640:  38%|███▊      | 195/519 [01:32<02:35,  2.08it/s]
      46/80      0.94G     0.9475      1.573     0.6201      1.218          9        640:  38%|███▊      | 196/519 [01:32<02:29,  2.17it/s]
      46/80      0.94G     0.9475      1.571      0.619      1.218          8        640:  38%|███▊      | 196/519 [01:32<02:29,  2.17it/s]
      46/80      0.94G     0.9475      1.571      0.619      1.218          8        640:  38%|███▊      | 197/519 [01:32<02:06,  2.55it/s]
      46/80      0.94G     0.9471      1.569     0.6185      1.218         12        640:  38%|███▊      | 197/519 [01:32<02:06,  2.55it/s]
      46/80      0.94G     0.9471      1.569     0.6185      1.218         12        640:  38%|███▊      | 198/519 [01:32<01:57,  2.73it/s]
      46/80      0.94G     0.9467      1.568     0.6183      1.218          6        640:  38%|███▊      | 198/519 [01:32<01:57,  2.73it/s]
      46/80      0.94G     0.9467      1.568     0.6183      1.218          6        640:  38%|███▊      | 199/519 [01:32<01:45,  3.03it/s]
      46/80      0.94G     0.9462      1.568     0.6182      1.218         10        640:  38%|███▊      | 199/519 [01:33<01:45,  3.03it/s]
      46/80      0.94G     0.9462      1.568     0.6182      1.218         10        640:  39%|███▊      | 200/519 [01:33<02:45,  1.93it/s]
      46/80      0.94G     0.9449      1.565     0.6172      1.217         12        640:  39%|███▊      | 200/519 [01:34<02:45,  1.93it/s]
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      46/80      0.94G     0.9459      1.565     0.6177      1.218         10        640:  39%|███▊      | 201/519 [01:34<02:17,  2.31it/s]
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      46/80      0.94G     0.9473      1.562     0.6171      1.219         10        640:  39%|███▉      | 203/519 [01:35<01:40,  3.13it/s]
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      46/80      0.94G     0.9465      1.565     0.6173      1.219          8        640:  39%|███▉      | 204/519 [01:35<02:51,  1.84it/s]
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      46/80      0.94G     0.9442      1.561      0.616      1.218          7        640:  39%|███▉      | 205/519 [01:36<02:40,  1.96it/s]
      46/80      0.94G     0.9442      1.561      0.616      1.218          7        640:  40%|███▉      | 206/519 [01:36<02:11,  2.39it/s]
      46/80      0.94G     0.9458      1.562     0.6159      1.219          7        640:  40%|███▉      | 206/519 [01:36<02:11,  2.39it/s]
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      46/80      0.94G     0.9461      1.562     0.6152      1.219         16        640:  40%|████      | 208/519 [01:37<01:56,  2.67it/s]
      46/80      0.94G     0.9461      1.562     0.6152      1.219         16        640:  40%|████      | 209/519 [01:37<03:12,  1.61it/s]
      46/80      0.94G     0.9457      1.563     0.6152      1.218         10        640:  40%|████      | 209/519 [01:38<03:12,  1.61it/s]
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      46/80      0.94G     0.9455      1.565     0.6156      1.217         14        640:  40%|████      | 210/519 [01:38<02:42,  1.90it/s]
      46/80      0.94G     0.9455      1.565     0.6156      1.217         14        640:  41%|████      | 211/519 [01:38<02:15,  2.28it/s]
      46/80      0.94G     0.9456      1.566     0.6152      1.217          9        640:  41%|████      | 211/519 [01:38<02:15,  2.28it/s]
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      46/80      0.94G     0.9457      1.566     0.6149      1.218          6        640:  41%|████      | 212/519 [01:39<01:53,  2.70it/s]
      46/80      0.94G     0.9457      1.566     0.6149      1.218          6        640:  41%|████      | 213/519 [01:39<02:37,  1.94it/s]
      46/80      0.94G      0.945      1.565     0.6142      1.216         11        640:  41%|████      | 213/519 [01:39<02:37,  1.94it/s]
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      46/80      0.94G     0.9433      1.565     0.6134      1.216          9        640:  41%|████      | 214/519 [01:40<02:19,  2.18it/s]
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      46/80      0.94G     0.9434      1.565     0.6137      1.216          9        640:  41%|████▏     | 215/519 [01:40<01:57,  2.59it/s]
      46/80      0.94G     0.9434      1.565     0.6137      1.216          9        640:  42%|████▏     | 216/519 [01:40<01:39,  3.06it/s]
      46/80      0.94G     0.9436      1.565     0.6137      1.216         10        640:  42%|████▏     | 216/519 [01:40<01:39,  3.06it/s]
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      46/80      0.94G     0.9437      1.564     0.6133      1.216          9        640:  42%|████▏     | 217/519 [01:41<01:35,  3.17it/s]
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      46/80      0.94G     0.9433      1.564     0.6136      1.217         10        640:  42%|████▏     | 218/519 [01:42<02:16,  2.20it/s]
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      46/80      0.94G     0.9422      1.563     0.6128      1.216          9        640:  42%|████▏     | 219/519 [01:42<02:59,  1.67it/s]
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      46/80      0.94G     0.9413      1.562     0.6125      1.216          8        640:  42%|████▏     | 220/519 [01:42<02:28,  2.02it/s]
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      46/80      0.94G     0.9412      1.561      0.612      1.216         10        640:  43%|████▎     | 221/519 [01:43<02:19,  2.14it/s]
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      46/80      0.94G     0.9416      1.562     0.6119      1.217         13        640:  43%|████▎     | 222/519 [01:44<01:57,  2.52it/s]
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      46/80      0.94G     0.9417      1.563     0.6114      1.216         11        640:  43%|████▎     | 223/519 [01:44<03:16,  1.51it/s]
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      46/80      0.94G     0.9407      1.563     0.6107      1.216         10        640:  43%|████▎     | 224/519 [01:44<02:37,  1.88it/s]
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      46/80      0.94G     0.9405      1.563     0.6103      1.216         13        640:  43%|████▎     | 225/519 [01:45<02:10,  2.25it/s]
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      46/80      0.94G     0.9392      1.564     0.6098      1.215          5        640:  44%|████▎     | 226/519 [01:46<02:03,  2.37it/s]
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      46/80      0.94G     0.9391      1.565     0.6101      1.214         11        640:  44%|████▎     | 227/519 [01:46<03:19,  1.46it/s]
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      46/80      0.94G      0.939      1.566     0.6109      1.214         14        640:  44%|████▍     | 228/519 [01:47<02:37,  1.85it/s]
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      46/80      0.94G     0.9384      1.565     0.6106      1.214         11        640:  44%|████▍     | 229/519 [01:47<02:12,  2.19it/s]
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      46/80      0.94G     0.9385      1.565     0.6116      1.214          7        640:  44%|████▍     | 230/519 [01:48<01:51,  2.59it/s]
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      46/80      0.94G     0.9367      1.571     0.6135      1.214         11        640:  56%|█████▋    | 292/519 [02:16<01:26,  2.61it/s]
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      46/80      0.94G     0.9365       1.57     0.6131      1.214          8        640:  56%|█████▋    | 293/519 [02:17<01:16,  2.95it/s]
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      46/80      0.94G     0.9365      1.574     0.6135      1.214          7        640:  57%|█████▋    | 295/519 [02:17<01:44,  2.15it/s]
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      46/80      0.94G     0.9366      1.573     0.6129      1.214          8        640:  57%|█████▋    | 296/519 [02:18<01:25,  2.61it/s]
      46/80      0.94G     0.9366      1.573     0.6129      1.214          8        640:  57%|█████▋    | 297/519 [02:18<01:17,  2.86it/s]
      46/80      0.94G     0.9367      1.573     0.6126      1.214         13        640:  57%|█████▋    | 297/519 [02:19<01:17,  2.86it/s]
      46/80      0.94G     0.9367      1.573     0.6126      1.214         13        640:  57%|█████▋    | 298/519 [02:19<02:18,  1.60it/s]
      46/80      0.94G     0.9363      1.572     0.6125      1.214          9        640:  57%|█████▋    | 298/519 [02:20<02:18,  1.60it/s]
      46/80      0.94G     0.9363      1.572     0.6125      1.214          9        640:  58%|█████▊    | 299/519 [02:20<02:41,  1.36it/s]
      46/80      0.94G     0.9364      1.572     0.6131      1.214         11        640:  58%|█████▊    | 299/519 [02:20<02:41,  1.36it/s]
      46/80      0.94G     0.9364      1.572     0.6131      1.214         11        640:  58%|█████▊    | 300/519 [02:20<02:06,  1.73it/s]
      46/80      0.94G     0.9365      1.573     0.6135      1.214         11        640:  58%|█████▊    | 300/519 [02:20<02:06,  1.73it/s]
      46/80      0.94G     0.9365      1.573     0.6135      1.214         11        640:  58%|█████▊    | 301/519 [02:20<01:43,  2.11it/s]
      46/80      0.94G     0.9354      1.572     0.6132      1.213         10        640:  58%|█████▊    | 301/519 [02:20<01:43,  2.11it/s]
      46/80      0.94G     0.9354      1.572     0.6132      1.213         10        640:  58%|█████▊    | 302/519 [02:20<01:25,  2.55it/s]
      46/80      0.94G     0.9354      1.571     0.6131      1.213          9        640:  58%|█████▊    | 302/519 [02:21<01:25,  2.55it/s]
      46/80      0.94G     0.9354      1.571     0.6131      1.213          9        640:  58%|█████▊    | 303/519 [02:21<02:05,  1.72it/s]
      46/80      0.94G     0.9347       1.57     0.6128      1.213          9        640:  58%|█████▊    | 303/519 [02:22<02:05,  1.72it/s]
      46/80      0.94G     0.9347       1.57     0.6128      1.213          9        640:  59%|█████▊    | 304/519 [02:22<01:40,  2.14it/s]
      46/80      0.94G     0.9344      1.571     0.6129      1.213          9        640:  59%|█████▊    | 304/519 [02:22<01:40,  2.14it/s]
      46/80      0.94G     0.9344      1.571     0.6129      1.213          9        640:  59%|█████▉    | 305/519 [02:22<01:26,  2.46it/s]
      46/80      0.94G     0.9358      1.573     0.6134      1.214         12        640:  59%|█████▉    | 305/519 [02:22<01:26,  2.46it/s]
      46/80      0.94G     0.9358      1.573     0.6134      1.214         12        640:  59%|█████▉    | 306/519 [02:22<01:19,  2.67it/s]
      46/80      0.94G     0.9365      1.573     0.6136      1.214         10        640:  59%|█████▉    | 306/519 [02:23<01:19,  2.67it/s]
      46/80      0.94G     0.9365      1.573     0.6136      1.214         10        640:  59%|█████▉    | 307/519 [02:23<01:45,  2.02it/s]
      46/80      0.94G     0.9363      1.572      0.613      1.214          8        640:  59%|█████▉    | 307/519 [02:23<01:45,  2.02it/s]
      46/80      0.94G     0.9363      1.572      0.613      1.214          8        640:  59%|█████▉    | 308/519 [02:23<01:30,  2.34it/s]
      46/80      0.94G     0.9355       1.57     0.6126      1.214         10        640:  59%|█████▉    | 308/519 [02:24<01:30,  2.34it/s]
      46/80      0.94G     0.9355       1.57     0.6126      1.214         10        640:  60%|█████▉    | 309/519 [02:24<01:17,  2.71it/s]
      46/80      0.94G     0.9361      1.572     0.6124      1.215          8        640:  60%|█████▉    | 309/519 [02:24<01:17,  2.71it/s]
      46/80      0.94G     0.9361      1.572     0.6124      1.215          8        640:  60%|█████▉    | 310/519 [02:24<01:06,  3.15it/s]
      46/80      0.94G     0.9356      1.574      0.612      1.215          7        640:  60%|█████▉    | 310/519 [02:25<01:06,  3.15it/s]
      46/80      0.94G     0.9356      1.574      0.612      1.215          7        640:  60%|█████▉    | 311/519 [02:25<01:43,  2.00it/s]
      46/80      0.94G     0.9362      1.573     0.6116      1.215         11        640:  60%|█████▉    | 311/519 [02:25<01:43,  2.00it/s]
      46/80      0.94G     0.9362      1.573     0.6116      1.215         11        640:  60%|██████    | 312/519 [02:25<01:27,  2.37it/s]
      46/80      0.94G     0.9359      1.574     0.6116      1.215          9        640:  60%|██████    | 312/519 [02:25<01:27,  2.37it/s]
      46/80      0.94G     0.9359      1.574     0.6116      1.215          9        640:  60%|██████    | 313/519 [02:25<01:15,  2.75it/s]
      46/80      0.94G     0.9351      1.573     0.6114      1.214          9        640:  60%|██████    | 313/519 [02:25<01:15,  2.75it/s]
      46/80      0.94G     0.9351      1.573     0.6114      1.214          9        640:  61%|██████    | 314/519 [02:25<01:07,  3.04it/s]
      46/80      0.94G     0.9346      1.572     0.6108      1.214          7        640:  61%|██████    | 314/519 [02:26<01:07,  3.04it/s]
      46/80      0.94G     0.9346      1.572     0.6108      1.214          7        640:  61%|██████    | 315/519 [02:26<01:57,  1.74it/s]
      46/80      0.94G     0.9336      1.571     0.6105      1.214          4        640:  61%|██████    | 315/519 [02:27<01:57,  1.74it/s]
      46/80      0.94G     0.9336      1.571     0.6105      1.214          4        640:  61%|██████    | 316/519 [02:27<01:36,  2.11it/s]
      46/80      0.94G     0.9338       1.57       0.61      1.214         13        640:  61%|██████    | 316/519 [02:27<01:36,  2.11it/s]
      46/80      0.94G     0.9338       1.57       0.61      1.214         13        640:  61%|██████    | 317/519 [02:27<01:24,  2.40it/s]
      46/80      0.94G     0.9336      1.571       0.61      1.214         12        640:  61%|██████    | 317/519 [02:27<01:24,  2.40it/s]
      46/80      0.94G     0.9336      1.571       0.61      1.214         12        640:  61%|██████▏   | 318/519 [02:27<01:09,  2.88it/s]
      46/80      0.94G     0.9333       1.57     0.6095      1.215          7        640:  61%|██████▏   | 318/519 [02:29<01:09,  2.88it/s]
      46/80      0.94G     0.9333       1.57     0.6095      1.215          7        640:  61%|██████▏   | 319/519 [02:29<02:19,  1.43it/s]
      46/80      0.94G     0.9333      1.569     0.6091      1.214         15        640:  61%|██████▏   | 319/519 [02:29<02:19,  1.43it/s]
      46/80      0.94G     0.9333      1.569     0.6091      1.214         15        640:  62%|██████▏   | 320/519 [02:29<01:49,  1.81it/s]
      46/80      0.94G     0.9342      1.574       0.61      1.215          8        640:  62%|██████▏   | 320/519 [02:30<01:49,  1.81it/s]
      46/80      0.94G     0.9342      1.574       0.61      1.215          8        640:  62%|██████▏   | 321/519 [02:30<01:52,  1.75it/s]
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      46/80      0.94G     0.9336      1.573     0.6099      1.214         14        640:  62%|██████▏   | 322/519 [02:30<01:36,  2.04it/s]
      46/80      0.94G     0.9347      1.574     0.6106      1.216         10        640:  62%|██████▏   | 322/519 [02:31<01:36,  2.04it/s]
      46/80      0.94G     0.9347      1.574     0.6106      1.216         10        640:  62%|██████▏   | 323/519 [02:31<01:46,  1.85it/s]
      46/80      0.94G     0.9345      1.573     0.6104      1.216         12        640:  62%|██████▏   | 323/519 [02:31<01:46,  1.85it/s]
      46/80      0.94G     0.9345      1.573     0.6104      1.216         12        640:  62%|██████▏   | 324/519 [02:31<01:28,  2.20it/s]
      46/80      0.94G     0.9337      1.572       0.61      1.216          8        640:  62%|██████▏   | 324/519 [02:31<01:28,  2.20it/s]
      46/80      0.94G     0.9337      1.572       0.61      1.216          8        640:  63%|██████▎   | 325/519 [02:31<01:14,  2.60it/s]
      46/80      0.94G     0.9334      1.571     0.6095      1.216          9        640:  63%|██████▎   | 325/519 [02:31<01:14,  2.60it/s]
      46/80      0.94G     0.9334      1.571     0.6095      1.216          9        640:  63%|██████▎   | 326/519 [02:31<01:06,  2.91it/s]
      46/80      0.94G     0.9324       1.57     0.6091      1.215         10        640:  63%|██████▎   | 326/519 [02:32<01:06,  2.91it/s]
      46/80      0.94G     0.9324       1.57     0.6091      1.215         10        640:  63%|██████▎   | 327/519 [02:32<01:27,  2.18it/s]
      46/80      0.94G     0.9325       1.57     0.6095      1.215          9        640:  63%|██████▎   | 327/519 [02:32<01:27,  2.18it/s]
      46/80      0.94G     0.9325       1.57     0.6095      1.215          9        640:  63%|██████▎   | 328/519 [02:32<01:14,  2.55it/s]
      46/80      0.94G     0.9327      1.569     0.6094      1.215         12        640:  63%|██████▎   | 328/519 [02:32<01:14,  2.55it/s]
      46/80      0.94G     0.9327      1.569     0.6094      1.215         12        640:  63%|██████▎   | 329/519 [02:32<01:03,  2.99it/s]
      46/80      0.94G     0.9333       1.57     0.6097      1.215         10        640:  63%|██████▎   | 329/519 [02:33<01:03,  2.99it/s]
      46/80      0.94G     0.9333       1.57     0.6097      1.215         10        640:  64%|██████▎   | 330/519 [02:33<01:25,  2.22it/s]
      46/80      0.94G     0.9322      1.569      0.609      1.215         10        640:  64%|██████▎   | 330/519 [02:34<01:25,  2.22it/s]
      46/80      0.94G     0.9322      1.569      0.609      1.215         10        640:  64%|██████▍   | 331/519 [02:34<01:28,  2.13it/s]
      46/80      0.94G     0.9316      1.568     0.6083      1.215          9        640:  64%|██████▍   | 331/519 [02:34<01:28,  2.13it/s]
      46/80      0.94G     0.9316      1.568     0.6083      1.215          9        640:  64%|██████▍   | 332/519 [02:34<01:14,  2.50it/s]
      46/80      0.94G     0.9315      1.568     0.6083      1.214         12        640:  64%|██████▍   | 332/519 [02:34<01:14,  2.50it/s]
      46/80      0.94G     0.9315      1.568     0.6083      1.214         12        640:  64%|██████▍   | 333/519 [02:34<01:06,  2.79it/s]
      46/80      0.94G     0.9315      1.569     0.6079      1.214         12        640:  64%|██████▍   | 333/519 [02:35<01:06,  2.79it/s]
      46/80      0.94G     0.9315      1.569     0.6079      1.214         12        640:  64%|██████▍   | 334/519 [02:35<01:40,  1.84it/s]
      46/80      0.94G     0.9325      1.569     0.6085      1.215          8        640:  64%|██████▍   | 334/519 [02:36<01:40,  1.84it/s]
      46/80      0.94G     0.9325      1.569     0.6085      1.215          8        640:  65%|██████▍   | 335/519 [02:36<01:53,  1.63it/s]
      46/80      0.94G     0.9318       1.57     0.6084      1.215          6        640:  65%|██████▍   | 335/519 [02:36<01:53,  1.63it/s]
      46/80      0.94G     0.9318       1.57     0.6084      1.215          6        640:  65%|██████▍   | 336/519 [02:36<01:31,  2.00it/s]
      46/80      0.94G     0.9323       1.57     0.6086      1.215         12        640:  65%|██████▍   | 336/519 [02:36<01:31,  2.00it/s]
      46/80      0.94G     0.9323       1.57     0.6086      1.215         12        640:  65%|██████▍   | 337/519 [02:36<01:18,  2.33it/s]
      46/80      0.94G     0.9333      1.572     0.6092      1.216         13        640:  65%|██████▍   | 337/519 [02:38<01:18,  2.33it/s]
      46/80      0.94G     0.9333      1.572     0.6092      1.216         13        640:  65%|██████▌   | 338/519 [02:38<02:02,  1.47it/s]
      46/80      0.94G     0.9335      1.571     0.6088      1.216         11        640:  65%|██████▌   | 338/519 [02:38<02:02,  1.47it/s]
      46/80      0.94G     0.9335      1.571     0.6088      1.216         11        640:  65%|██████▌   | 339/519 [02:38<01:57,  1.54it/s]
      46/80      0.94G      0.933       1.57     0.6083      1.216         13        640:  65%|██████▌   | 339/519 [02:38<01:57,  1.54it/s]
      46/80      0.94G      0.933       1.57     0.6083      1.216         13        640:  66%|██████▌   | 340/519 [02:38<01:32,  1.93it/s]
      46/80      0.94G     0.9332      1.572     0.6088      1.216          8        640:  66%|██████▌   | 340/519 [02:39<01:32,  1.93it/s]
      46/80      0.94G     0.9332      1.572     0.6088      1.216          8        640:  66%|██████▌   | 341/519 [02:39<01:18,  2.26it/s]
      46/80      0.94G     0.9331      1.572     0.6093      1.217          5        640:  66%|██████▌   | 341/519 [02:39<01:18,  2.26it/s]
      46/80      0.94G     0.9331      1.572     0.6093      1.217          5        640:  66%|██████▌   | 342/519 [02:39<01:26,  2.04it/s]
      46/80      0.94G     0.9333      1.572     0.6103      1.218          6        640:  66%|██████▌   | 342/519 [02:40<01:26,  2.04it/s]
      46/80      0.94G     0.9333      1.572     0.6103      1.218          6        640:  66%|██████▌   | 343/519 [02:40<01:14,  2.35it/s]
      46/80      0.94G     0.9327      1.572     0.6098      1.218          7        640:  66%|██████▌   | 343/519 [02:40<01:14,  2.35it/s]
      46/80      0.94G     0.9327      1.572     0.6098      1.218          7        640:  66%|██████▋   | 344/519 [02:40<01:06,  2.62it/s]
      46/80      0.94G     0.9341      1.573     0.6097      1.219          5        640:  66%|██████▋   | 344/519 [02:40<01:06,  2.62it/s]
      46/80      0.94G     0.9341      1.573     0.6097      1.219          5        640:  66%|██████▋   | 345/519 [02:40<01:00,  2.89it/s]
      46/80      0.94G     0.9344      1.573       0.61      1.219          9        640:  66%|██████▋   | 345/519 [02:41<01:00,  2.89it/s]
      46/80      0.94G     0.9344      1.573       0.61      1.219          9        640:  67%|██████▋   | 346/519 [02:41<01:39,  1.73it/s]
      46/80      0.94G      0.934      1.575     0.6106      1.219         11        640:  67%|██████▋   | 346/519 [02:41<01:39,  1.73it/s]
      46/80      0.94G      0.934      1.575     0.6106      1.219         11        640:  67%|██████▋   | 347/519 [02:41<01:21,  2.12it/s]
      46/80      0.94G     0.9339      1.575     0.6104      1.218         11        640:  67%|██████▋   | 347/519 [02:42<01:21,  2.12it/s]
      46/80      0.94G     0.9339      1.575     0.6104      1.218         11        640:  67%|██████▋   | 348/519 [02:42<01:07,  2.54it/s]
      46/80      0.94G     0.9331      1.574     0.6098      1.217         12        640:  67%|██████▋   | 348/519 [02:42<01:07,  2.54it/s]
      46/80      0.94G     0.9331      1.574     0.6098      1.217         12        640:  67%|██████▋   | 349/519 [02:42<00:58,  2.89it/s]
      46/80      0.94G     0.9327      1.574     0.6098      1.217         10        640:  67%|██████▋   | 349/519 [02:43<00:58,  2.89it/s]
      46/80      0.94G     0.9327      1.574     0.6098      1.217         10        640:  67%|██████▋   | 350/519 [02:43<01:37,  1.74it/s]
      46/80      0.94G     0.9333      1.575     0.6111      1.218          9        640:  67%|██████▋   | 350/519 [02:43<01:37,  1.74it/s]
      46/80      0.94G     0.9333      1.575     0.6111      1.218          9        640:  68%|██████▊   | 351/519 [02:43<01:17,  2.16it/s]
      46/80      0.94G     0.9328      1.574     0.6107      1.217         11        640:  68%|██████▊   | 351/519 [02:43<01:17,  2.16it/s]
      46/80      0.94G     0.9328      1.574     0.6107      1.217         11        640:  68%|██████▊   | 352/519 [02:43<01:05,  2.55it/s]
      46/80      0.94G     0.9337      1.575     0.6117      1.218         10        640:  68%|██████▊   | 352/519 [02:44<01:05,  2.55it/s]
      46/80      0.94G     0.9337      1.575     0.6117      1.218         10        640:  68%|██████▊   | 353/519 [02:44<00:58,  2.83it/s]
      46/80      0.94G     0.9332      1.574     0.6116      1.217         11        640:  68%|██████▊   | 353/519 [02:45<00:58,  2.83it/s]
      46/80      0.94G     0.9332      1.574     0.6116      1.217         11        640:  68%|██████▊   | 354/519 [02:45<01:42,  1.61it/s]
      46/80      0.94G     0.9327      1.573      0.611      1.218          9        640:  68%|██████▊   | 354/519 [02:45<01:42,  1.61it/s]
      46/80      0.94G     0.9327      1.573      0.611      1.218          9        640:  68%|██████▊   | 355/519 [02:45<01:24,  1.93it/s]
      46/80      0.94G      0.933      1.574     0.6111      1.218         11        640:  68%|██████▊   | 355/519 [02:45<01:24,  1.93it/s]
      46/80      0.94G      0.933      1.574     0.6111      1.218         11        640:  69%|██████▊   | 356/519 [02:45<01:09,  2.36it/s]
      46/80      0.94G     0.9331      1.574     0.6113      1.218          9        640:  69%|██████▊   | 356/519 [02:46<01:09,  2.36it/s]
      46/80      0.94G     0.9331      1.574     0.6113      1.218          9        640:  69%|██████▉   | 357/519 [02:46<00:58,  2.78it/s]
      46/80      0.94G     0.9332      1.575     0.6115      1.218          9        640:  69%|██████▉   | 357/519 [02:47<00:58,  2.78it/s]
      46/80      0.94G     0.9332      1.575     0.6115      1.218          9        640:  69%|██████▉   | 358/519 [02:47<01:35,  1.68it/s]
      46/80      0.94G     0.9337      1.575     0.6124      1.218          9        640:  69%|██████▉   | 358/519 [02:47<01:35,  1.68it/s]
      46/80      0.94G     0.9337      1.575     0.6124      1.218          9        640:  69%|██████▉   | 359/519 [02:47<01:16,  2.10it/s]
      46/80      0.94G     0.9342      1.575     0.6128      1.218         14        640:  69%|██████▉   | 359/519 [02:47<01:16,  2.10it/s]
      46/80      0.94G     0.9342      1.575     0.6128      1.218         14        640:  69%|██████▉   | 360/519 [02:47<01:05,  2.44it/s]
      46/80      0.94G     0.9338      1.574     0.6131      1.218         10        640:  69%|██████▉   | 360/519 [02:47<01:05,  2.44it/s]
      46/80      0.94G     0.9338      1.574     0.6131      1.218         10        640:  70%|██████▉   | 361/519 [02:47<00:54,  2.90it/s]
      46/80      0.94G      0.934      1.575     0.6136      1.218          9        640:  70%|██████▉   | 361/519 [02:48<00:54,  2.90it/s]
      46/80      0.94G      0.934      1.575     0.6136      1.218          9        640:  70%|██████▉   | 362/519 [02:48<01:24,  1.85it/s]
      46/80      0.94G     0.9347      1.576      0.614      1.219          8        640:  70%|██████▉   | 362/519 [02:49<01:24,  1.85it/s]
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      46/80      0.94G     0.9343      1.576     0.6141      1.218          8        640:  70%|██████▉   | 363/519 [02:49<01:11,  2.19it/s]
      46/80      0.94G     0.9343      1.576     0.6141      1.218          8        640:  70%|███████   | 364/519 [02:49<00:58,  2.65it/s]
      46/80      0.94G     0.9335      1.574     0.6135      1.218          8        640:  70%|███████   | 364/519 [02:49<00:58,  2.65it/s]
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      46/80      0.94G     0.9333      1.575     0.6133      1.217         11        640:  71%|███████   | 366/519 [02:51<01:42,  1.49it/s]
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      46/80      0.94G     0.9343      1.577     0.6134      1.219          8        640:  71%|███████   | 367/519 [02:51<01:22,  1.84it/s]
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      46/80      0.94G     0.9351      1.578     0.6133       1.22          9        640:  71%|███████   | 368/519 [02:51<01:07,  2.24it/s]
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      46/80      0.94G     0.9351       1.58     0.6136       1.22         11        640:  71%|███████   | 369/519 [02:52<00:57,  2.59it/s]
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      46/80      0.94G     0.9368       1.58     0.6145       1.22          7        640:  71%|███████▏  | 371/519 [02:53<01:15,  1.96it/s]
      46/80      0.94G     0.9368       1.58     0.6145       1.22          7        640:  72%|███████▏  | 372/519 [02:53<01:02,  2.34it/s]
      46/80      0.94G     0.9362      1.579     0.6143       1.22         14        640:  72%|███████▏  | 372/519 [02:53<01:02,  2.34it/s]
      46/80      0.94G     0.9362      1.579     0.6143       1.22         14        640:  72%|███████▏  | 373/519 [02:53<00:54,  2.70it/s]
      46/80      0.94G     0.9362      1.579      0.615       1.22          7        640:  72%|███████▏  | 373/519 [02:54<00:54,  2.70it/s]
      46/80      0.94G     0.9362      1.579      0.615       1.22          7        640:  72%|███████▏  | 374/519 [02:54<01:06,  2.18it/s]
      46/80      0.94G     0.9354      1.577     0.6142       1.22         11        640:  72%|███████▏  | 374/519 [02:54<01:06,  2.18it/s]
      46/80      0.94G     0.9354      1.577     0.6142       1.22         11        640:  72%|███████▏  | 375/519 [02:54<01:02,  2.29it/s]
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      46/80      0.94G      0.936      1.577      0.614       1.22          9        640:  72%|███████▏  | 376/519 [02:55<00:54,  2.61it/s]
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      46/80      0.94G      0.936      1.577     0.6129       1.22          6        640:  73%|███████▎  | 380/519 [02:57<01:10,  1.98it/s]
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      46/80      0.94G     0.9367      1.579     0.6139      1.221          9        640:  73%|███████▎  | 381/519 [02:57<00:58,  2.35it/s]
      46/80      0.94G     0.9367      1.579     0.6139      1.221          9        640:  74%|███████▎  | 382/519 [02:57<01:02,  2.18it/s]
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      46/80      0.94G      0.937       1.58     0.6148      1.221          9        640:  74%|███████▍  | 383/519 [02:58<01:11,  1.91it/s]
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      46/80      0.94G     0.9384      1.578     0.6142      1.222         12        640:  75%|███████▌  | 390/519 [03:02<00:54,  2.36it/s]
      46/80      0.94G     0.9384      1.578     0.6142      1.222         12        640:  75%|███████▌  | 391/519 [03:02<01:11,  1.79it/s]
      46/80      0.94G     0.9371      1.578     0.6136      1.221          4        640:  75%|███████▌  | 391/519 [03:02<01:11,  1.79it/s]
      46/80      0.94G     0.9371      1.578     0.6136      1.221          4        640:  76%|███████▌  | 392/519 [03:02<00:55,  2.30it/s]
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      46/80      0.94G     0.9368      1.578     0.6133      1.221         10        640:  76%|███████▌  | 393/519 [03:03<00:46,  2.69it/s]
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      46/80      0.94G     0.9364      1.577     0.6134       1.22         10        640:  76%|███████▌  | 394/519 [03:04<00:41,  3.03it/s]
      46/80      0.94G     0.9364      1.577     0.6134       1.22         10        640:  76%|███████▌  | 395/519 [03:04<01:23,  1.48it/s]
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      46/80      0.94G     0.9355      1.575      0.614       1.22          9        640:  76%|███████▋  | 397/519 [03:05<00:57,  2.11it/s]
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      46/80      0.94G     0.9345      1.574     0.6133      1.219          8        640:  77%|███████▋  | 398/519 [03:06<00:48,  2.48it/s]
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      46/80      0.94G     0.9351      1.574     0.6134       1.22          7        640:  78%|███████▊  | 403/519 [03:08<01:10,  1.64it/s]
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      46/80      0.94G     0.9363      1.574     0.6143      1.221          9        640:  78%|███████▊  | 406/519 [03:10<00:43,  2.59it/s]
      46/80      0.94G     0.9363      1.574     0.6143      1.221          9        640:  78%|███████▊  | 407/519 [03:10<01:20,  1.39it/s]
      46/80      0.94G     0.9366      1.576     0.6142      1.221         12        640:  78%|███████▊  | 407/519 [03:10<01:20,  1.39it/s]
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      46/80      0.94G     0.9367      1.576     0.6144      1.221          8        640:  79%|███████▊  | 408/519 [03:10<01:03,  1.74it/s]
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      46/80      0.94G     0.9362      1.575     0.6143       1.22          9        640:  79%|███████▉  | 409/519 [03:11<00:51,  2.14it/s]
      46/80      0.94G     0.9362      1.575     0.6143       1.22          9        640:  79%|███████▉  | 410/519 [03:11<00:44,  2.45it/s]
      46/80      0.94G     0.9366      1.575     0.6143      1.221          6        640:  79%|███████▉  | 410/519 [03:11<00:44,  2.45it/s]
      46/80      0.94G     0.9366      1.575     0.6143      1.221          6        640:  79%|███████▉  | 411/519 [03:11<00:50,  2.15it/s]
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      46/80      0.94G     0.9357      1.574     0.6138      1.221          7        640:  79%|███████▉  | 412/519 [03:12<00:52,  2.02it/s]
      46/80      0.94G     0.9357      1.574     0.6138      1.221          7        640:  80%|███████▉  | 413/519 [03:12<00:43,  2.44it/s]
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      46/80      0.94G     0.9366      1.575     0.6152      1.221         10        640:  80%|████████  | 416/519 [03:14<01:09,  1.49it/s]
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      46/80      0.94G      0.937      1.576     0.6151      1.221         10        640:  81%|████████  | 418/519 [03:15<00:49,  2.06it/s]
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      46/80      0.94G      0.934      1.561     0.6136       1.22         11        640:  93%|█████████▎| 482/519 [03:44<00:16,  2.27it/s]
      46/80      0.94G      0.934      1.561     0.6136       1.22         11        640:  93%|█████████▎| 483/519 [03:44<00:13,  2.65it/s]
      46/80      0.94G      0.935      1.561     0.6146      1.221         11        640:  93%|█████████▎| 483/519 [03:46<00:13,  2.65it/s]
      46/80      0.94G      0.935      1.561     0.6146      1.221         11        640:  93%|█████████▎| 484/519 [03:46<00:21,  1.62it/s]
      46/80      0.94G     0.9344       1.56     0.6144      1.221          6        640:  93%|█████████▎| 484/519 [03:46<00:21,  1.62it/s]
      46/80      0.94G     0.9344       1.56     0.6144      1.221          6        640:  93%|█████████▎| 485/519 [03:46<00:16,  2.04it/s]
      46/80      0.94G     0.9343       1.56     0.6142       1.22         11        640:  93%|█████████▎| 485/519 [03:46<00:16,  2.04it/s]
      46/80      0.94G     0.9343       1.56     0.6142       1.22         11        640:  94%|█████████▎| 486/519 [03:46<00:13,  2.39it/s]
      46/80      0.94G      0.934      1.559     0.6138       1.22          9        640:  94%|█████████▎| 486/519 [03:46<00:13,  2.39it/s]
      46/80      0.94G      0.934      1.559     0.6138       1.22          9        640:  94%|█████████▍| 487/519 [03:46<00:11,  2.81it/s]
      46/80      0.94G     0.9341      1.558     0.6137       1.22          8        640:  94%|█████████▍| 487/519 [03:47<00:11,  2.81it/s]
      46/80      0.94G     0.9341      1.558     0.6137       1.22          8        640:  94%|█████████▍| 488/519 [03:47<00:17,  1.76it/s]
      46/80      0.94G     0.9344      1.558     0.6134       1.22         10        640:  94%|█████████▍| 488/519 [03:47<00:17,  1.76it/s]
      46/80      0.94G     0.9344      1.558     0.6134       1.22         10        640:  94%|█████████▍| 489/519 [03:47<00:13,  2.16it/s]
      46/80      0.94G      0.934      1.557     0.6129      1.221          8        640:  94%|█████████▍| 489/519 [03:48<00:13,  2.16it/s]
      46/80      0.94G      0.934      1.557     0.6129      1.221          8        640:  94%|█████████▍| 490/519 [03:48<00:11,  2.53it/s]
      46/80      0.94G     0.9334      1.556     0.6124       1.22          8        640:  94%|█████████▍| 490/519 [03:48<00:11,  2.53it/s]
      46/80      0.94G     0.9334      1.556     0.6124       1.22          8        640:  95%|█████████▍| 491/519 [03:48<00:09,  2.89it/s]
      46/80      0.94G      0.934      1.557     0.6126       1.22          7        640:  95%|█████████▍| 491/519 [03:49<00:09,  2.89it/s]
      46/80      0.94G      0.934      1.557     0.6126       1.22          7        640:  95%|█████████▍| 492/519 [03:49<00:15,  1.75it/s]
      46/80      0.94G     0.9339      1.557     0.6125       1.22         14        640:  95%|█████████▍| 492/519 [03:49<00:15,  1.75it/s]
      46/80      0.94G     0.9339      1.557     0.6125       1.22         14        640:  95%|█████████▍| 493/519 [03:49<00:12,  2.14it/s]
      46/80      0.94G     0.9338      1.557     0.6122       1.22         11        640:  95%|█████████▍| 493/519 [03:49<00:12,  2.14it/s]
      46/80      0.94G     0.9338      1.557     0.6122       1.22         11        640:  95%|█████████▌| 494/519 [03:49<00:09,  2.61it/s]
      46/80      0.94G     0.9334      1.556     0.6122       1.22         10        640:  95%|█████████▌| 494/519 [03:50<00:09,  2.61it/s]
      46/80      0.94G     0.9334      1.556     0.6122       1.22         10        640:  95%|█████████▌| 495/519 [03:50<00:08,  2.82it/s]
      46/80      0.94G     0.9341      1.561      0.614       1.22          6        640:  95%|█████████▌| 495/519 [03:51<00:08,  2.82it/s]
      46/80      0.94G     0.9341      1.561      0.614       1.22          6        640:  96%|█████████▌| 496/519 [03:51<00:15,  1.48it/s]
      46/80      0.94G     0.9344      1.562     0.6145      1.221         11        640:  96%|█████████▌| 496/519 [03:51<00:15,  1.48it/s]
      46/80      0.94G     0.9344      1.562     0.6145      1.221         11        640:  96%|█████████▌| 497/519 [03:51<00:12,  1.82it/s]
      46/80      0.94G     0.9342      1.561     0.6143      1.221         10        640:  96%|█████████▌| 497/519 [03:52<00:12,  1.82it/s]
      46/80      0.94G     0.9342      1.561     0.6143      1.221         10        640:  96%|█████████▌| 498/519 [03:52<00:10,  2.08it/s]
      46/80      0.94G     0.9343      1.561     0.6148      1.221          7        640:  96%|█████████▌| 498/519 [03:52<00:10,  2.08it/s]
      46/80      0.94G     0.9343      1.561     0.6148      1.221          7        640:  96%|█████████▌| 499/519 [03:52<00:08,  2.42it/s]
      46/80      0.94G      0.934      1.561     0.6145      1.221         11        640:  96%|█████████▌| 499/519 [03:53<00:08,  2.42it/s]
      46/80      0.94G      0.934      1.561     0.6145      1.221         11        640:  96%|█████████▋| 500/519 [03:53<00:11,  1.66it/s]
      46/80      0.94G     0.9343      1.561     0.6144       1.22         11        640:  96%|█████████▋| 500/519 [03:53<00:11,  1.66it/s]
      46/80      0.94G     0.9343      1.561     0.6144       1.22         11        640:  97%|█████████▋| 501/519 [03:53<00:08,  2.03it/s]
      46/80      0.94G     0.9339      1.561     0.6142       1.22          9        640:  97%|█████████▋| 501/519 [03:53<00:08,  2.03it/s]
      46/80      0.94G     0.9339      1.561     0.6142       1.22          9        640:  97%|█████████▋| 502/519 [03:53<00:06,  2.45it/s]
      46/80      0.94G      0.934       1.56     0.6142       1.22         11        640:  97%|█████████▋| 502/519 [03:54<00:06,  2.45it/s]
      46/80      0.94G      0.934       1.56     0.6142       1.22         11        640:  97%|█████████▋| 503/519 [03:54<00:05,  2.80it/s]
      46/80      0.94G     0.9337       1.56     0.6138       1.22         11        640:  97%|█████████▋| 503/519 [03:55<00:05,  2.80it/s]
      46/80      0.94G     0.9337       1.56     0.6138       1.22         11        640:  97%|█████████▋| 504/519 [03:55<00:10,  1.49it/s]
      46/80      0.94G     0.9341       1.56     0.6138       1.22         11        640:  97%|█████████▋| 504/519 [03:55<00:10,  1.49it/s]
      46/80      0.94G     0.9341       1.56     0.6138       1.22         11        640:  97%|█████████▋| 505/519 [03:55<00:07,  1.84it/s]
      46/80      0.94G     0.9335       1.56     0.6136       1.22          7        640:  97%|█████████▋| 505/519 [03:56<00:07,  1.84it/s]
      46/80      0.94G     0.9335       1.56     0.6136       1.22          7        640:  97%|█████████▋| 506/519 [03:56<00:05,  2.24it/s]
      46/80      0.94G      0.934       1.56     0.6144       1.22         10        640:  97%|█████████▋| 506/519 [03:56<00:05,  2.24it/s]
      46/80      0.94G      0.934       1.56     0.6144       1.22         10        640:  98%|█████████▊| 507/519 [03:56<00:04,  2.58it/s]
      46/80      0.94G     0.9343       1.56     0.6142       1.22         15        640:  98%|█████████▊| 507/519 [03:57<00:04,  2.58it/s]
      46/80      0.94G     0.9343       1.56     0.6142       1.22         15        640:  98%|█████████▊| 508/519 [03:57<00:05,  1.97it/s]
      46/80      0.94G     0.9339      1.559     0.6137       1.22         10        640:  98%|█████████▊| 508/519 [03:57<00:05,  1.97it/s]
      46/80      0.94G     0.9339      1.559     0.6137       1.22         10        640:  98%|█████████▊| 509/519 [03:57<00:04,  2.39it/s]
      46/80      0.94G     0.9341      1.558     0.6143       1.22         11        640:  98%|█████████▊| 509/519 [03:58<00:04,  2.39it/s]
      46/80      0.94G     0.9341      1.558     0.6143       1.22         11        640:  98%|█████████▊| 510/519 [03:58<00:04,  1.90it/s]
      46/80      0.94G     0.9342      1.558     0.6149       1.22         11        640:  98%|█████████▊| 510/519 [03:58<00:04,  1.90it/s]
      46/80      0.94G     0.9342      1.558     0.6149       1.22         11        640:  98%|█████████▊| 511/519 [03:58<00:03,  2.30it/s]
      46/80      0.94G     0.9335      1.558     0.6145       1.22         11        640:  98%|█████████▊| 511/519 [03:59<00:03,  2.30it/s]
      46/80      0.94G     0.9335      1.558     0.6145       1.22         11        640:  99%|█████████▊| 512/519 [03:59<00:05,  1.35it/s]
      46/80      0.94G     0.9333      1.558     0.6142       1.22          8        640:  99%|█████████▊| 512/519 [03:59<00:05,  1.35it/s]
      46/80      0.94G     0.9333      1.558     0.6142       1.22          8        640:  99%|█████████▉| 513/519 [03:59<00:03,  1.79it/s]
      46/80      0.94G     0.9343      1.559     0.6146      1.221         10        640:  99%|█████████▉| 513/519 [04:00<00:03,  1.79it/s]
      46/80      0.94G     0.9343      1.559     0.6146      1.221         10        640:  99%|█████████▉| 514/519 [04:00<00:02,  2.16it/s]
      46/80      0.94G     0.9341       1.56     0.6143      1.221         10        640:  99%|█████████▉| 514/519 [04:00<00:02,  2.16it/s]
      46/80      0.94G     0.9341       1.56     0.6143      1.221         10        640:  99%|█████████▉| 515/519 [04:00<00:01,  2.68it/s]
      46/80      0.94G     0.9343      1.559     0.6144      1.221          9        640:  99%|█████████▉| 515/519 [04:00<00:01,  2.68it/s]
      46/80      0.94G     0.9343      1.559     0.6144      1.221          9        640:  99%|█████████▉| 516/519 [04:00<00:01,  2.18it/s]
      46/80      0.94G     0.9341       1.56     0.6145      1.221         11        640:  99%|█████████▉| 516/519 [04:01<00:01,  2.18it/s]
      46/80      0.94G     0.9339      1.559     0.6144      1.221         10        640:  99%|█████████▉| 516/519 [04:01<00:01,  2.18it/s]
      46/80      0.94G     0.9339      1.559     0.6144      1.221         10        640: 100%|█████████▉| 518/519 [04:01<00:00,  3.58it/s]
      46/80      0.94G     0.9339      1.559     0.6142       1.22         12        640: 100%|█████████▉| 518/519 [04:01<00:00,  3.58it/s]
      46/80      0.94G     0.9339      1.559     0.6142       1.22         12        640: 100%|██████████| 519/519 [04:01<00:00,  2.15it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:46,  6.35s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<03:01,  2.89s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:07<01:49,  1.76s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:17,  1.28s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:08<01:03,  1.05s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:51,  1.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:09<00:44,  1.31it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:37,  1.51it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:10<00:32,  1.74it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:26,  2.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:23,  2.28it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:23,  2.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:12<00:23,  2.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:23,  2.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:23,  2.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:24,  1.94it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:22,  2.06it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:23,  1.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:24,  1.81it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:16<00:25,  1.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:26,  1.63it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.71it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:20,  2.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:18<00:18,  2.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:18<00:14,  2.73it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  4.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.60it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:05,  5.68it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:19<00:05,  6.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:19<00:05,  6.31it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.59it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.75it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  6.84it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:04,  6.99it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:20<00:03,  7.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:20<00:03,  6.36it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:04,  5.86it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.00it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:21<00:03,  6.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:21<00:02,  6.79it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  7.47it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  8.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:01,  8.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:01,  7.62it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:21<00:02,  6.59it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  80%|████████  | 52/65 [00:22<00:02,  6.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:22<00:01,  7.61it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  8.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:01,  8.43it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  8.75it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  89%|████████▉ | 58/65 [00:22<00:00,  9.03it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.18it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  92%|█████████▏| 60/65 [00:22<00:00,  9.36it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  9.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  95%|█████████▌| 62/65 [00:23<00:00,  9.58it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:23<00:00,  9.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00, 10.13it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.76it/s]
-                   all        519        519      0.968       0.95      0.984      0.744      0.968       0.95      0.985      0.715
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
      47/80      0.94G     0.8021      1.553     0.6051      1.118         12        640:   0%|          | 0/519 [00:02<?, ?it/s]
      47/80      0.94G     0.8021      1.553     0.6051      1.118         12        640:   0%|          | 1/519 [00:02<24:57,  2.89s/it]
      47/80      0.94G     0.8738      1.545     0.5778      1.134          7        640:   0%|          | 1/519 [00:03<24:57,  2.89s/it]
      47/80      0.94G     0.8738      1.545     0.5778      1.134          7        640:   0%|          | 2/519 [00:03<12:56,  1.50s/it]
      47/80      0.94G     0.8178      1.605     0.5783      1.121         13        640:   0%|          | 2/519 [00:03<12:56,  1.50s/it]
      47/80      0.94G     0.8178      1.605     0.5783      1.121         13        640:   1%|          | 3/519 [00:03<07:57,  1.08it/s]
      47/80      0.94G     0.7782      1.474     0.5327      1.116         10        640:   1%|          | 3/519 [00:03<07:57,  1.08it/s]
      47/80      0.94G     0.7782      1.474     0.5327      1.116         10        640:   1%|          | 4/519 [00:03<05:43,  1.50it/s]
      47/80      0.94G     0.7669       1.43      0.532      1.117          9        640:   1%|          | 4/519 [00:04<05:43,  1.50it/s]
      47/80      0.94G     0.7669       1.43      0.532      1.117          9        640:   1%|          | 5/519 [00:04<04:36,  1.86it/s]
      47/80      0.94G       0.75      1.413     0.5479      1.114          7        640:   1%|          | 5/519 [00:04<04:36,  1.86it/s]
      47/80      0.94G       0.75      1.413     0.5479      1.114          7        640:   1%|          | 6/519 [00:04<03:54,  2.18it/s]
      47/80      0.94G      0.816        1.5     0.5721      1.152          9        640:   1%|          | 6/519 [00:04<03:54,  2.18it/s]
      47/80      0.94G      0.816        1.5     0.5721      1.152          9        640:   1%|▏         | 7/519 [00:04<03:22,  2.53it/s]
      47/80      0.94G     0.8186      1.471      0.578      1.157         12        640:   1%|▏         | 7/519 [00:05<03:22,  2.53it/s]
      47/80      0.94G     0.8186      1.471      0.578      1.157         12        640:   2%|▏         | 8/519 [00:05<03:29,  2.44it/s]
      47/80      0.94G     0.8294      1.499     0.5895      1.157         13        640:   2%|▏         | 8/519 [00:06<03:29,  2.44it/s]
      47/80      0.94G     0.8294      1.499     0.5895      1.157         13        640:   2%|▏         | 9/519 [00:06<04:50,  1.76it/s]
      47/80      0.94G     0.8229      1.458     0.5887       1.16          9        640:   2%|▏         | 9/519 [00:06<04:50,  1.76it/s]
      47/80      0.94G     0.8229      1.458     0.5887       1.16          9        640:   2%|▏         | 10/519 [00:06<05:01,  1.69it/s]
      47/80      0.94G     0.8202       1.42     0.5835      1.161          9        640:   2%|▏         | 10/519 [00:07<05:01,  1.69it/s]
      47/80      0.94G     0.8202       1.42     0.5835      1.161          9        640:   2%|▏         | 11/519 [00:07<06:29,  1.30it/s]
      47/80      0.94G      0.834      1.408     0.5797      1.156         10        640:   2%|▏         | 11/519 [00:08<06:29,  1.30it/s]
      47/80      0.94G      0.834      1.408     0.5797      1.156         10        640:   2%|▏         | 12/519 [00:08<05:12,  1.62it/s]
      47/80      0.94G     0.8378      1.418     0.5881      1.173          8        640:   2%|▏         | 12/519 [00:08<05:12,  1.62it/s]
      47/80      0.94G     0.8378      1.418     0.5881      1.173          8        640:   3%|▎         | 13/519 [00:08<04:04,  2.07it/s]
      47/80      0.94G     0.8322      1.397     0.5855      1.171          7        640:   3%|▎         | 13/519 [00:08<04:04,  2.07it/s]
      47/80      0.94G     0.8322      1.397     0.5855      1.171          7        640:   3%|▎         | 14/519 [00:08<03:43,  2.26it/s]
      47/80      0.94G     0.8235      1.398     0.5851      1.164         11        640:   3%|▎         | 14/519 [00:08<03:43,  2.26it/s]
      47/80      0.94G     0.8235      1.398     0.5851      1.164         11        640:   3%|▎         | 15/519 [00:08<03:07,  2.69it/s]
      47/80      0.94G     0.8261       1.41     0.5834      1.166         11        640:   3%|▎         | 15/519 [00:09<03:07,  2.69it/s]
      47/80      0.94G     0.8261       1.41     0.5834      1.166         11        640:   3%|▎         | 16/519 [00:09<03:30,  2.39it/s]
      47/80      0.94G     0.8271      1.433     0.6017      1.163         12        640:   3%|▎         | 16/519 [00:10<03:30,  2.39it/s]
      47/80      0.94G     0.8271      1.433     0.6017      1.163         12        640:   3%|▎         | 17/519 [00:10<05:19,  1.57it/s]
      47/80      0.94G     0.8455      1.455     0.5937      1.172          9        640:   3%|▎         | 17/519 [00:10<05:19,  1.57it/s]
      47/80      0.94G     0.8455      1.455     0.5937      1.172          9        640:   3%|▎         | 18/519 [00:10<04:14,  1.97it/s]
      47/80      0.94G     0.8344      1.411     0.5876      1.169          5        640:   3%|▎         | 18/519 [00:11<04:14,  1.97it/s]
      47/80      0.94G     0.8344      1.411     0.5876      1.169          5        640:   4%|▎         | 19/519 [00:11<03:31,  2.36it/s]
      47/80      0.94G     0.8458      1.439     0.5901      1.173         11        640:   4%|▎         | 19/519 [00:11<03:31,  2.36it/s]
      47/80      0.94G     0.8458      1.439     0.5901      1.173         11        640:   4%|▍         | 20/519 [00:11<03:05,  2.69it/s]
      47/80      0.94G     0.8511      1.433      0.587      1.176         10        640:   4%|▍         | 20/519 [00:12<03:05,  2.69it/s]
      47/80      0.94G     0.8511      1.433      0.587      1.176         10        640:   4%|▍         | 21/519 [00:12<04:36,  1.80it/s]
      47/80      0.94G     0.8508      1.439     0.5806      1.172         14        640:   4%|▍         | 21/519 [00:13<04:36,  1.80it/s]
      47/80      0.94G     0.8508      1.439     0.5806      1.172         14        640:   4%|▍         | 22/519 [00:13<05:25,  1.53it/s]
      47/80      0.94G     0.8569      1.464     0.5922      1.175         13        640:   4%|▍         | 22/519 [00:13<05:25,  1.53it/s]
      47/80      0.94G     0.8569      1.464     0.5922      1.175         13        640:   4%|▍         | 23/519 [00:13<04:17,  1.93it/s]
      47/80      0.94G     0.8601      1.456     0.5979      1.179         11        640:   4%|▍         | 23/519 [00:13<04:17,  1.93it/s]
      47/80      0.94G     0.8601      1.456     0.5979      1.179         11        640:   5%|▍         | 24/519 [00:13<03:46,  2.19it/s]
      47/80      0.94G      0.856      1.443     0.5915      1.177         10        640:   5%|▍         | 24/519 [00:13<03:46,  2.19it/s]
      47/80      0.94G      0.856      1.443     0.5915      1.177         10        640:   5%|▍         | 25/519 [00:13<03:11,  2.58it/s]
      47/80      0.94G     0.8661       1.45     0.5945      1.178         10        640:   5%|▍         | 25/519 [00:15<03:11,  2.58it/s]
      47/80      0.94G     0.8661       1.45     0.5945      1.178         10        640:   5%|▌         | 26/519 [00:15<05:14,  1.57it/s]
      47/80      0.94G     0.8638      1.435     0.5878      1.177          6        640:   5%|▌         | 26/519 [00:15<05:14,  1.57it/s]
      47/80      0.94G     0.8638      1.435     0.5878      1.177          6        640:   5%|▌         | 27/519 [00:15<04:25,  1.86it/s]
      47/80      0.94G     0.8573      1.432     0.5836      1.173         11        640:   5%|▌         | 27/519 [00:15<04:25,  1.86it/s]
      47/80      0.94G     0.8573      1.432     0.5836      1.173         11        640:   5%|▌         | 28/519 [00:15<04:09,  1.97it/s]
      47/80      0.94G     0.8723      1.428       0.59      1.178         10        640:   5%|▌         | 28/519 [00:16<04:09,  1.97it/s]
      47/80      0.94G     0.8723      1.428       0.59      1.178         10        640:   6%|▌         | 29/519 [00:16<03:32,  2.30it/s]
      47/80      0.94G     0.8656      1.434       0.59      1.173         13        640:   6%|▌         | 29/519 [00:17<03:32,  2.30it/s]
      47/80      0.94G     0.8656      1.434       0.59      1.173         13        640:   6%|▌         | 30/519 [00:17<05:35,  1.46it/s]
      47/80      0.94G     0.8614      1.443     0.5967      1.174          6        640:   6%|▌         | 30/519 [00:17<05:35,  1.46it/s]
      47/80      0.94G     0.8614      1.443     0.5967      1.174          6        640:   6%|▌         | 31/519 [00:17<04:29,  1.81it/s]
      47/80      0.94G     0.8579      1.445     0.5943      1.171         11        640:   6%|▌         | 31/519 [00:17<04:29,  1.81it/s]
      47/80      0.94G     0.8579      1.445     0.5943      1.171         11        640:   6%|▌         | 32/519 [00:17<03:38,  2.23it/s]
      47/80      0.94G     0.8651      1.444     0.5936      1.173          9        640:   6%|▌         | 32/519 [00:18<03:38,  2.23it/s]
      47/80      0.94G     0.8651      1.444     0.5936      1.173          9        640:   6%|▋         | 33/519 [00:18<03:08,  2.58it/s]
      47/80      0.94G     0.8679      1.443     0.5964      1.175          9        640:   6%|▋         | 33/519 [00:19<03:08,  2.58it/s]
      47/80      0.94G     0.8679      1.443     0.5964      1.175          9        640:   7%|▋         | 34/519 [00:19<05:01,  1.61it/s]
      47/80      0.94G     0.8706      1.445     0.5941      1.171         15        640:   7%|▋         | 34/519 [00:19<05:01,  1.61it/s]
      47/80      0.94G     0.8706      1.445     0.5941      1.171         15        640:   7%|▋         | 35/519 [00:19<03:59,  2.02it/s]
      47/80      0.94G     0.8744      1.449     0.5925      1.172         14        640:   7%|▋         | 35/519 [00:19<03:59,  2.02it/s]
      47/80      0.94G     0.8744      1.449     0.5925      1.172         14        640:   7%|▋         | 36/519 [00:19<03:29,  2.30it/s]
      47/80      0.94G     0.8805      1.475     0.6085      1.186          6        640:   7%|▋         | 36/519 [00:20<03:29,  2.30it/s]
      47/80      0.94G     0.8805      1.475     0.6085      1.186          6        640:   7%|▋         | 37/519 [00:20<02:59,  2.68it/s]
      47/80      0.94G     0.8738      1.457     0.6024      1.183          7        640:   7%|▋         | 37/519 [00:20<02:59,  2.68it/s]
      47/80      0.94G     0.8738      1.457     0.6024      1.183          7        640:   7%|▋         | 38/519 [00:20<04:21,  1.84it/s]
      47/80      0.94G     0.8696      1.445     0.6004      1.181         10        640:   7%|▋         | 38/519 [00:21<04:21,  1.84it/s]
      47/80      0.94G     0.8696      1.445     0.6004      1.181         10        640:   8%|▊         | 39/519 [00:21<03:37,  2.21it/s]
      47/80      0.94G     0.8715      1.441     0.6043       1.18         11        640:   8%|▊         | 39/519 [00:21<03:37,  2.21it/s]
      47/80      0.94G     0.8715      1.441     0.6043       1.18         11        640:   8%|▊         | 40/519 [00:21<03:04,  2.59it/s]
      47/80      0.94G     0.8691      1.435     0.5996       1.18         12        640:   8%|▊         | 40/519 [00:21<03:04,  2.59it/s]
      47/80      0.94G     0.8691      1.435     0.5996       1.18         12        640:   8%|▊         | 41/519 [00:21<02:49,  2.82it/s]
      47/80      0.94G       0.87       1.47     0.5984      1.182         11        640:   8%|▊         | 41/519 [00:23<02:49,  2.82it/s]
      47/80      0.94G       0.87       1.47     0.5984      1.182         11        640:   8%|▊         | 42/519 [00:23<05:16,  1.51it/s]
      47/80      0.94G     0.8761      1.474     0.6041      1.188         11        640:   8%|▊         | 42/519 [00:23<05:16,  1.51it/s]
      47/80      0.94G     0.8761      1.474     0.6041      1.188         11        640:   8%|▊         | 43/519 [00:23<04:17,  1.85it/s]
      47/80      0.94G      0.881      1.486     0.6077       1.19         11        640:   8%|▊         | 43/519 [00:23<04:17,  1.85it/s]
      47/80      0.94G      0.881      1.486     0.6077       1.19         11        640:   8%|▊         | 44/519 [00:23<03:40,  2.16it/s]
      47/80      0.94G     0.8856      1.489     0.6066      1.193         14        640:   8%|▊         | 44/519 [00:23<03:40,  2.16it/s]
      47/80      0.94G     0.8856      1.489     0.6066      1.193         14        640:   9%|▊         | 45/519 [00:23<03:07,  2.52it/s]
      47/80      0.94G     0.8838      1.481      0.605       1.19         11        640:   9%|▊         | 45/519 [00:24<03:07,  2.52it/s]
      47/80      0.94G     0.8838      1.481      0.605       1.19         11        640:   9%|▉         | 46/519 [00:24<03:35,  2.19it/s]
      47/80      0.94G     0.8834      1.485     0.6045       1.19         10        640:   9%|▉         | 46/519 [00:24<03:35,  2.19it/s]
      47/80      0.94G     0.8834      1.485     0.6045       1.19         10        640:   9%|▉         | 47/519 [00:24<03:04,  2.55it/s]
      47/80      0.94G     0.8807      1.479     0.6006      1.188         10        640:   9%|▉         | 47/519 [00:24<03:04,  2.55it/s]
      47/80      0.94G     0.8807      1.479     0.6006      1.188         10        640:   9%|▉         | 48/519 [00:24<02:46,  2.83it/s]
      47/80      0.94G     0.8772      1.469     0.5967      1.186         10        640:   9%|▉         | 48/519 [00:25<02:46,  2.83it/s]
      47/80      0.94G     0.8772      1.469     0.5967      1.186         10        640:   9%|▉         | 49/519 [00:25<02:34,  3.05it/s]
      47/80      0.94G     0.8848      1.466     0.5979      1.187         13        640:   9%|▉         | 49/519 [00:26<02:34,  3.05it/s]
      47/80      0.94G     0.8848      1.466     0.5979      1.187         13        640:  10%|▉         | 50/519 [00:26<04:45,  1.64it/s]
      47/80      0.94G     0.8913      1.478     0.6011      1.187          7        640:  10%|▉         | 50/519 [00:26<04:45,  1.64it/s]
      47/80      0.94G     0.8913      1.478     0.6011      1.187          7        640:  10%|▉         | 51/519 [00:26<03:41,  2.11it/s]
      47/80      0.94G     0.8915      1.486     0.6002      1.184         14        640:  10%|▉         | 51/519 [00:26<03:41,  2.11it/s]
      47/80      0.94G     0.8915      1.486     0.6002      1.184         14        640:  10%|█         | 52/519 [00:26<03:05,  2.52it/s]
      47/80      0.94G     0.8879      1.481     0.6002      1.182          5        640:  10%|█         | 52/519 [00:27<03:05,  2.52it/s]
      47/80      0.94G     0.8879      1.481     0.6002      1.182          5        640:  10%|█         | 53/519 [00:27<02:45,  2.82it/s]
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      47/80      0.94G     0.9196      1.559     0.6189      1.206         13        640:  47%|████▋     | 244/519 [01:54<02:01,  2.26it/s]
      47/80      0.94G     0.9196      1.559     0.6189      1.206         13        640:  47%|████▋     | 245/519 [01:54<02:33,  1.78it/s]
      47/80      0.94G     0.9204       1.56     0.6201      1.206         12        640:  47%|████▋     | 245/519 [01:54<02:33,  1.78it/s]
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      47/80      0.94G     0.9197      1.561     0.6194      1.206         11        640:  47%|████▋     | 246/519 [01:55<02:06,  2.16it/s]
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      47/80      0.94G     0.9176       1.56     0.6195      1.204         11        640:  49%|████▊     | 252/519 [01:57<01:34,  2.81it/s]
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      47/80      0.94G     0.9188      1.564     0.6207      1.205          8        640:  49%|████▉     | 256/519 [01:59<01:32,  2.84it/s]
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      47/80      0.94G     0.9183      1.564     0.6197      1.204          7        640:  50%|████▉     | 258/519 [01:59<01:42,  2.55it/s]
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      47/80      0.94G     0.9186      1.566     0.6187      1.205         13        640:  50%|█████     | 260/519 [02:01<01:23,  3.11it/s]
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      47/80      0.94G     0.9182      1.564     0.6185      1.204          6        640:  50%|█████     | 261/519 [02:01<02:59,  1.44it/s]
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      47/80      0.94G     0.9191      1.564     0.6188      1.204         14        640:  51%|█████     | 263/519 [02:02<01:56,  2.20it/s]
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      47/80      0.94G     0.9195      1.563     0.6185      1.205         13        640:  51%|█████     | 264/519 [02:03<01:39,  2.55it/s]
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      47/80      0.94G     0.9201      1.564     0.6187      1.205          9        640:  51%|█████     | 265/519 [02:03<02:11,  1.93it/s]
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      47/80      0.94G     0.9198      1.564     0.6182      1.205         10        640:  51%|█████▏    | 266/519 [02:03<01:49,  2.31it/s]
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      47/80      0.94G     0.9193      1.563     0.6178      1.204         11        640:  51%|█████▏    | 267/519 [02:03<01:36,  2.62it/s]
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      47/80      0.94G     0.9186      1.562     0.6171      1.204          9        640:  52%|█████▏    | 269/519 [02:04<01:21,  3.07it/s]
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      47/80      0.94G     0.9175      1.562      0.617      1.203         14        640:  52%|█████▏    | 270/519 [02:04<01:16,  3.27it/s]
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      47/80      0.94G     0.9194      1.565     0.6175      1.207          7        640:  53%|█████▎    | 275/519 [02:06<01:26,  2.83it/s]
      47/80      0.94G     0.9194      1.565     0.6175      1.207          7        640:  53%|█████▎    | 276/519 [02:06<01:18,  3.10it/s]
      47/80      0.94G     0.9197      1.565     0.6177      1.207         10        640:  53%|█████▎    | 276/519 [02:07<01:18,  3.10it/s]
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      47/80      0.94G     0.9196      1.565     0.6179      1.207          9        640:  53%|█████▎    | 277/519 [02:07<02:01,  2.00it/s]
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      47/80      0.94G     0.9211      1.568      0.619      1.208         11        640:  54%|█████▎    | 278/519 [02:08<01:40,  2.40it/s]
      47/80      0.94G     0.9211      1.568      0.619      1.208         11        640:  54%|█████▍    | 279/519 [02:08<01:48,  2.21it/s]
      47/80      0.94G     0.9207      1.566     0.6187      1.207         11        640:  54%|█████▍    | 279/519 [02:08<01:48,  2.21it/s]
      47/80      0.94G     0.9207      1.566     0.6187      1.207         11        640:  54%|█████▍    | 280/519 [02:08<01:32,  2.59it/s]
      47/80      0.94G     0.9207      1.567     0.6187      1.207         16        640:  54%|█████▍    | 280/519 [02:10<01:32,  2.59it/s]
      47/80      0.94G     0.9207      1.567     0.6187      1.207         16        640:  54%|█████▍    | 281/519 [02:10<03:08,  1.27it/s]
      47/80      0.94G     0.9204      1.567     0.6183      1.208          9        640:  54%|█████▍    | 281/519 [02:10<03:08,  1.27it/s]
      47/80      0.94G     0.9204      1.567     0.6183      1.208          9        640:  54%|█████▍    | 282/519 [02:10<02:26,  1.62it/s]
      47/80      0.94G     0.9203      1.566     0.6176      1.207         11        640:  54%|█████▍    | 282/519 [02:10<02:26,  1.62it/s]
      47/80      0.94G     0.9203      1.566     0.6176      1.207         11        640:  55%|█████▍    | 283/519 [02:10<01:58,  1.99it/s]
      47/80      0.94G     0.9203      1.566     0.6178      1.207         11        640:  55%|█████▍    | 283/519 [02:11<01:58,  1.99it/s]
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      47/80      0.94G     0.9194      1.564     0.6176      1.207          9        640:  55%|█████▍    | 284/519 [02:11<01:44,  2.24it/s]
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      47/80      0.94G     0.9186      1.563      0.617      1.206         10        640:  55%|█████▍    | 285/519 [02:12<02:10,  1.80it/s]
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      47/80      0.94G     0.9184      1.562     0.6166      1.206          8        640:  55%|█████▌    | 286/519 [02:12<01:48,  2.15it/s]
      47/80      0.94G     0.9184      1.562     0.6166      1.206          8        640:  55%|█████▌    | 287/519 [02:12<01:34,  2.46it/s]
      47/80      0.94G     0.9181      1.561     0.6161      1.205          9        640:  55%|█████▌    | 287/519 [02:12<01:34,  2.46it/s]
      47/80      0.94G     0.9181      1.561     0.6161      1.205          9        640:  55%|█████▌    | 288/519 [02:12<01:24,  2.75it/s]
      47/80      0.94G     0.9192      1.562     0.6179      1.207          8        640:  55%|█████▌    | 288/519 [02:13<01:24,  2.75it/s]
      47/80      0.94G     0.9192      1.562     0.6179      1.207          8        640:  56%|█████▌    | 289/519 [02:13<02:08,  1.79it/s]
      47/80      0.94G     0.9193      1.567     0.6183      1.207         10        640:  56%|█████▌    | 289/519 [02:13<02:08,  1.79it/s]
      47/80      0.94G     0.9193      1.567     0.6183      1.207         10        640:  56%|█████▌    | 290/519 [02:13<01:44,  2.19it/s]
      47/80      0.94G     0.9192      1.567     0.6177      1.206         10        640:  56%|█████▌    | 290/519 [02:14<01:44,  2.19it/s]
      47/80      0.94G     0.9192      1.567     0.6177      1.206         10        640:  56%|█████▌    | 291/519 [02:14<01:28,  2.58it/s]
      47/80      0.94G     0.9187      1.567     0.6172      1.206          9        640:  56%|█████▌    | 291/519 [02:14<01:28,  2.58it/s]
      47/80      0.94G     0.9187      1.567     0.6172      1.206          9        640:  56%|█████▋    | 292/519 [02:14<01:20,  2.83it/s]
      47/80      0.94G     0.9181      1.567      0.618      1.206         10        640:  56%|█████▋    | 292/519 [02:15<01:20,  2.83it/s]
      47/80      0.94G     0.9181      1.567      0.618      1.206         10        640:  56%|█████▋    | 293/519 [02:15<02:11,  1.71it/s]
      47/80      0.94G     0.9177      1.567     0.6178      1.206         11        640:  56%|█████▋    | 293/519 [02:15<02:11,  1.71it/s]
      47/80      0.94G     0.9177      1.567     0.6178      1.206         11        640:  57%|█████▋    | 294/519 [02:15<01:46,  2.11it/s]
      47/80      0.94G     0.9177      1.566     0.6187      1.206          5        640:  57%|█████▋    | 294/519 [02:15<01:46,  2.11it/s]
      47/80      0.94G     0.9177      1.566     0.6187      1.206          5        640:  57%|█████▋    | 295/519 [02:15<01:29,  2.50it/s]
      47/80      0.94G     0.9178      1.565     0.6182      1.205         10        640:  57%|█████▋    | 295/519 [02:16<01:29,  2.50it/s]
      47/80      0.94G     0.9178      1.565     0.6182      1.205         10        640:  57%|█████▋    | 296/519 [02:16<01:16,  2.93it/s]
      47/80      0.94G     0.9178      1.564     0.6179      1.205         13        640:  57%|█████▋    | 296/519 [02:16<01:16,  2.93it/s]
      47/80      0.94G     0.9178      1.564     0.6179      1.205         13        640:  57%|█████▋    | 297/519 [02:16<01:39,  2.22it/s]
      47/80      0.94G     0.9185      1.564     0.6181      1.205         13        640:  57%|█████▋    | 297/519 [02:17<01:39,  2.22it/s]
      47/80      0.94G     0.9185      1.564     0.6181      1.205         13        640:  57%|█████▋    | 298/519 [02:17<01:26,  2.56it/s]
      47/80      0.94G     0.9188      1.566     0.6195      1.206          8        640:  57%|█████▋    | 298/519 [02:17<01:26,  2.56it/s]
      47/80      0.94G     0.9188      1.566     0.6195      1.206          8        640:  58%|█████▊    | 299/519 [02:17<01:18,  2.79it/s]
      47/80      0.94G      0.919      1.566     0.6199      1.207          9        640:  58%|█████▊    | 299/519 [02:17<01:18,  2.79it/s]
      47/80      0.94G      0.919      1.566     0.6199      1.207          9        640:  58%|█████▊    | 300/519 [02:17<01:11,  3.07it/s]
      47/80      0.94G     0.9196      1.567     0.6205      1.207         12        640:  58%|█████▊    | 300/519 [02:19<01:11,  3.07it/s]
      47/80      0.94G     0.9196      1.567     0.6205      1.207         12        640:  58%|█████▊    | 301/519 [02:19<02:20,  1.56it/s]
      47/80      0.94G     0.9203      1.567     0.6207      1.207         13        640:  58%|█████▊    | 301/519 [02:19<02:20,  1.56it/s]
      47/80      0.94G     0.9203      1.567     0.6207      1.207         13        640:  58%|█████▊    | 302/519 [02:19<01:47,  2.03it/s]
      47/80      0.94G     0.9199      1.567     0.6203      1.207          8        640:  58%|█████▊    | 302/519 [02:19<01:47,  2.03it/s]
      47/80      0.94G     0.9199      1.567     0.6203      1.207          8        640:  58%|█████▊    | 303/519 [02:19<01:28,  2.44it/s]
      47/80      0.94G     0.9197       1.57     0.6201      1.207         12        640:  58%|█████▊    | 303/519 [02:19<01:28,  2.44it/s]
      47/80      0.94G     0.9197       1.57     0.6201      1.207         12        640:  59%|█████▊    | 304/519 [02:19<01:18,  2.74it/s]
      47/80      0.94G     0.9196      1.571     0.6203      1.207          8        640:  59%|█████▊    | 304/519 [02:20<01:18,  2.74it/s]
      47/80      0.94G     0.9196      1.571     0.6203      1.207          8        640:  59%|█████▉    | 305/519 [02:20<02:08,  1.67it/s]
      47/80      0.94G     0.9204      1.571       0.62      1.207         11        640:  59%|█████▉    | 305/519 [02:21<02:08,  1.67it/s]
      47/80      0.94G     0.9204      1.571       0.62      1.207         11        640:  59%|█████▉    | 306/519 [02:21<01:42,  2.07it/s]
      47/80      0.94G       0.92       1.57     0.6204      1.207         11        640:  59%|█████▉    | 306/519 [02:21<01:42,  2.07it/s]
      47/80      0.94G       0.92       1.57     0.6204      1.207         11        640:  59%|█████▉    | 307/519 [02:21<01:25,  2.47it/s]
      47/80      0.94G       0.92       1.57     0.6203      1.207          9        640:  59%|█████▉    | 307/519 [02:21<01:25,  2.47it/s]
      47/80      0.94G       0.92       1.57     0.6203      1.207          9        640:  59%|█████▉    | 308/519 [02:21<01:14,  2.83it/s]
      47/80      0.94G     0.9213      1.571     0.6226      1.209          6        640:  59%|█████▉    | 308/519 [02:23<01:14,  2.83it/s]
      47/80      0.94G     0.9213      1.571     0.6226      1.209          6        640:  60%|█████▉    | 309/519 [02:23<02:37,  1.33it/s]
      47/80      0.94G     0.9217      1.572     0.6225      1.209         16        640:  60%|█████▉    | 309/519 [02:23<02:37,  1.33it/s]
      47/80      0.94G     0.9217      1.572     0.6225      1.209         16        640:  60%|█████▉    | 310/519 [02:23<02:06,  1.66it/s]
      47/80      0.94G     0.9234      1.576     0.6239       1.21          9        640:  60%|█████▉    | 310/519 [02:23<02:06,  1.66it/s]
      47/80      0.94G     0.9234      1.576     0.6239       1.21          9        640:  60%|█████▉    | 311/519 [02:23<01:38,  2.11it/s]
      47/80      0.94G     0.9236      1.575      0.624      1.211         11        640:  60%|█████▉    | 311/519 [02:23<01:38,  2.11it/s]
      47/80      0.94G     0.9236      1.575      0.624      1.211         11        640:  60%|██████    | 312/519 [02:23<01:23,  2.49it/s]
      47/80      0.94G     0.9234      1.575     0.6235       1.21         13        640:  60%|██████    | 312/519 [02:25<01:23,  2.49it/s]
      47/80      0.94G     0.9234      1.575     0.6235       1.21         13        640:  60%|██████    | 313/519 [02:25<02:15,  1.52it/s]
      47/80      0.94G     0.9239      1.575     0.6235      1.211         11        640:  60%|██████    | 313/519 [02:25<02:15,  1.52it/s]
      47/80      0.94G     0.9239      1.575     0.6235      1.211         11        640:  61%|██████    | 314/519 [02:25<01:44,  1.96it/s]
      47/80      0.94G     0.9241      1.575     0.6239      1.211          9        640:  61%|██████    | 314/519 [02:25<01:44,  1.96it/s]
      47/80      0.94G     0.9241      1.575     0.6239      1.211          9        640:  61%|██████    | 315/519 [02:25<01:29,  2.28it/s]
      47/80      0.94G     0.9235      1.575     0.6234       1.21         10        640:  61%|██████    | 315/519 [02:25<01:29,  2.28it/s]
      47/80      0.94G     0.9235      1.575     0.6234       1.21         10        640:  61%|██████    | 316/519 [02:25<01:20,  2.52it/s]
      47/80      0.94G     0.9226      1.573     0.6225       1.21          7        640:  61%|██████    | 316/519 [02:26<01:20,  2.52it/s]
      47/80      0.94G     0.9226      1.573     0.6225       1.21          7        640:  61%|██████    | 317/519 [02:26<01:36,  2.10it/s]
      47/80      0.94G     0.9222      1.573      0.622      1.209         12        640:  61%|██████    | 317/519 [02:26<01:36,  2.10it/s]
      47/80      0.94G     0.9222      1.573      0.622      1.209         12        640:  61%|██████▏   | 318/519 [02:26<01:19,  2.53it/s]
      47/80      0.94G     0.9224      1.575     0.6227      1.209          8        640:  61%|██████▏   | 318/519 [02:26<01:19,  2.53it/s]
      47/80      0.94G     0.9224      1.575     0.6227      1.209          8        640:  61%|██████▏   | 319/519 [02:26<01:08,  2.93it/s]
      47/80      0.94G     0.9224      1.575     0.6228      1.209          9        640:  61%|██████▏   | 319/519 [02:27<01:08,  2.93it/s]
      47/80      0.94G     0.9224      1.575     0.6228      1.209          9        640:  62%|██████▏   | 320/519 [02:27<01:04,  3.07it/s]
      47/80      0.94G     0.9236      1.574      0.623       1.21          8        640:  62%|██████▏   | 320/519 [02:28<01:04,  3.07it/s]
      47/80      0.94G     0.9236      1.574      0.623       1.21          8        640:  62%|██████▏   | 321/519 [02:28<02:12,  1.50it/s]
      47/80      0.94G     0.9247      1.575     0.6239       1.21          8        640:  62%|██████▏   | 321/519 [02:28<02:12,  1.50it/s]
      47/80      0.94G     0.9247      1.575     0.6239       1.21          8        640:  62%|██████▏   | 322/519 [02:28<01:41,  1.93it/s]
      47/80      0.94G     0.9241      1.574     0.6236       1.21         16        640:  62%|██████▏   | 322/519 [02:29<01:41,  1.93it/s]
      47/80      0.94G     0.9241      1.574     0.6236       1.21         16        640:  62%|██████▏   | 323/519 [02:29<01:24,  2.31it/s]
      47/80      0.94G     0.9244      1.573     0.6234       1.21          9        640:  62%|██████▏   | 323/519 [02:29<01:24,  2.31it/s]
      47/80      0.94G     0.9244      1.573     0.6234       1.21          9        640:  62%|██████▏   | 324/519 [02:29<01:14,  2.61it/s]
      47/80      0.94G     0.9257      1.573     0.6241      1.212          8        640:  62%|██████▏   | 324/519 [02:30<01:14,  2.61it/s]
      47/80      0.94G     0.9257      1.573     0.6241      1.212          8        640:  63%|██████▎   | 325/519 [02:30<01:43,  1.87it/s]
      47/80      0.94G     0.9254      1.572     0.6238      1.211         12        640:  63%|██████▎   | 325/519 [02:30<01:43,  1.87it/s]
      47/80      0.94G     0.9254      1.572     0.6238      1.211         12        640:  63%|██████▎   | 326/519 [02:30<01:24,  2.28it/s]
      47/80      0.94G     0.9251      1.573     0.6244      1.211          8        640:  63%|██████▎   | 326/519 [02:30<01:24,  2.28it/s]
      47/80      0.94G     0.9251      1.573     0.6244      1.211          8        640:  63%|██████▎   | 327/519 [02:30<01:12,  2.65it/s]
      47/80      0.94G     0.9262      1.577     0.6245      1.212          8        640:  63%|██████▎   | 327/519 [02:30<01:12,  2.65it/s]
      47/80      0.94G     0.9262      1.577     0.6245      1.212          8        640:  63%|██████▎   | 328/519 [02:30<01:06,  2.88it/s]
      47/80      0.94G      0.926      1.576     0.6241      1.212         11        640:  63%|██████▎   | 328/519 [02:32<01:06,  2.88it/s]
      47/80      0.94G      0.926      1.576     0.6241      1.212         11        640:  63%|██████▎   | 329/519 [02:32<01:48,  1.75it/s]
      47/80      0.94G     0.9269      1.578     0.6243      1.213         10        640:  63%|██████▎   | 329/519 [02:32<01:48,  1.75it/s]
      47/80      0.94G     0.9269      1.578     0.6243      1.213         10        640:  64%|██████▎   | 330/519 [02:32<01:26,  2.18it/s]
      47/80      0.94G     0.9267       1.58     0.6239      1.212          8        640:  64%|██████▎   | 330/519 [02:32<01:26,  2.18it/s]
      47/80      0.94G     0.9267       1.58     0.6239      1.212          8        640:  64%|██████▍   | 331/519 [02:32<01:20,  2.34it/s]
      47/80      0.94G     0.9269       1.58     0.6238      1.212         12        640:  64%|██████▍   | 331/519 [02:32<01:20,  2.34it/s]
      47/80      0.94G     0.9269       1.58     0.6238      1.212         12        640:  64%|██████▍   | 332/519 [02:32<01:11,  2.63it/s]
      47/80      0.94G     0.9269      1.579     0.6237      1.212         11        640:  64%|██████▍   | 332/519 [02:33<01:11,  2.63it/s]
      47/80      0.94G     0.9269      1.579     0.6237      1.212         11        640:  64%|██████▍   | 333/519 [02:33<01:12,  2.58it/s]
      47/80      0.94G     0.9268      1.578     0.6232      1.212          6        640:  64%|██████▍   | 333/519 [02:33<01:12,  2.58it/s]
      47/80      0.94G     0.9268      1.578     0.6232      1.212          6        640:  64%|██████▍   | 334/519 [02:33<01:05,  2.82it/s]
      47/80      0.94G     0.9271      1.578     0.6229      1.212         11        640:  64%|██████▍   | 334/519 [02:33<01:05,  2.82it/s]
      47/80      0.94G     0.9271      1.578     0.6229      1.212         11        640:  65%|██████▍   | 335/519 [02:33<00:58,  3.13it/s]
      47/80      0.94G     0.9278       1.58      0.623      1.212          5        640:  65%|██████▍   | 335/519 [02:34<00:58,  3.13it/s]
      47/80      0.94G     0.9278       1.58      0.623      1.212          5        640:  65%|██████▍   | 336/519 [02:34<00:58,  3.13it/s]
      47/80      0.94G     0.9283       1.58     0.6228      1.212         10        640:  65%|██████▍   | 336/519 [02:34<00:58,  3.13it/s]
      47/80      0.94G     0.9283       1.58     0.6228      1.212         10        640:  65%|██████▍   | 337/519 [02:34<01:24,  2.16it/s]
      47/80      0.94G     0.9279      1.581     0.6226      1.212         11        640:  65%|██████▍   | 337/519 [02:35<01:24,  2.16it/s]
      47/80      0.94G     0.9279      1.581     0.6226      1.212         11        640:  65%|██████▌   | 338/519 [02:35<01:40,  1.80it/s]
      47/80      0.94G     0.9278       1.58     0.6224      1.212          7        640:  65%|██████▌   | 338/519 [02:35<01:40,  1.80it/s]
      47/80      0.94G     0.9278       1.58     0.6224      1.212          7        640:  65%|██████▌   | 339/519 [02:35<01:21,  2.21it/s]
      47/80      0.94G      0.928       1.58     0.6227      1.212          6        640:  65%|██████▌   | 339/519 [02:36<01:21,  2.21it/s]
      47/80      0.94G      0.928       1.58     0.6227      1.212          6        640:  66%|██████▌   | 340/519 [02:36<01:09,  2.57it/s]
      47/80      0.94G     0.9278      1.581     0.6227      1.212          9        640:  66%|██████▌   | 340/519 [02:36<01:09,  2.57it/s]
      47/80      0.94G     0.9278      1.581     0.6227      1.212          9        640:  66%|██████▌   | 341/519 [02:36<01:08,  2.59it/s]
      47/80      0.94G     0.9275      1.581     0.6225      1.211         12        640:  66%|██████▌   | 341/519 [02:37<01:08,  2.59it/s]
      47/80      0.94G     0.9275      1.581     0.6225      1.211         12        640:  66%|██████▌   | 342/519 [02:37<01:24,  2.10it/s]
      47/80      0.94G     0.9269      1.581     0.6231      1.211          6        640:  66%|██████▌   | 342/519 [02:37<01:24,  2.10it/s]
      47/80      0.94G     0.9269      1.581     0.6231      1.211          6        640:  66%|██████▌   | 343/519 [02:37<01:11,  2.47it/s]
      47/80      0.94G     0.9263      1.581     0.6224      1.211         11        640:  66%|██████▌   | 343/519 [02:37<01:11,  2.47it/s]
      47/80      0.94G     0.9263      1.581     0.6224      1.211         11        640:  66%|██████▋   | 344/519 [02:37<01:14,  2.36it/s]
      47/80      0.94G     0.9258       1.58      0.622       1.21          9        640:  66%|██████▋   | 344/519 [02:38<01:14,  2.36it/s]
      47/80      0.94G     0.9258       1.58      0.622       1.21          9        640:  66%|██████▋   | 345/519 [02:38<01:10,  2.48it/s]
      47/80      0.94G     0.9257      1.584     0.6223       1.21         10        640:  66%|██████▋   | 345/519 [02:38<01:10,  2.48it/s]
      47/80      0.94G     0.9257      1.584     0.6223       1.21         10        640:  67%|██████▋   | 346/519 [02:38<01:21,  2.13it/s]
      47/80      0.94G     0.9262      1.586     0.6231      1.211          8        640:  67%|██████▋   | 346/519 [02:39<01:21,  2.13it/s]
      47/80      0.94G     0.9262      1.586     0.6231      1.211          8        640:  67%|██████▋   | 347/519 [02:39<01:10,  2.45it/s]
      47/80      0.94G     0.9261      1.587     0.6233       1.21          8        640:  67%|██████▋   | 347/519 [02:39<01:10,  2.45it/s]
      47/80      0.94G     0.9261      1.587     0.6233       1.21          8        640:  67%|██████▋   | 348/519 [02:39<01:05,  2.61it/s]
      47/80      0.94G     0.9268      1.587     0.6229      1.212          7        640:  67%|██████▋   | 348/519 [02:40<01:05,  2.61it/s]
      47/80      0.94G     0.9268      1.587     0.6229      1.212          7        640:  67%|██████▋   | 349/519 [02:40<01:37,  1.74it/s]
      47/80      0.94G     0.9279      1.587     0.6234      1.212          8        640:  67%|██████▋   | 349/519 [02:40<01:37,  1.74it/s]
      47/80      0.94G     0.9279      1.587     0.6234      1.212          8        640:  67%|██████▋   | 350/519 [02:40<01:18,  2.16it/s]
      47/80      0.94G     0.9281      1.587     0.6231      1.212         12        640:  67%|██████▋   | 350/519 [02:40<01:18,  2.16it/s]
      47/80      0.94G     0.9281      1.587     0.6231      1.212         12        640:  68%|██████▊   | 351/519 [02:40<01:06,  2.52it/s]
      47/80      0.94G     0.9282      1.586     0.6232      1.212         10        640:  68%|██████▊   | 351/519 [02:41<01:06,  2.52it/s]
      47/80      0.94G     0.9282      1.586     0.6232      1.212         10        640:  68%|██████▊   | 352/519 [02:41<01:40,  1.67it/s]
      47/80      0.94G     0.9289      1.587     0.6228      1.213          9        640:  68%|██████▊   | 352/519 [02:42<01:40,  1.67it/s]
      47/80      0.94G     0.9289      1.587     0.6228      1.213          9        640:  68%|██████▊   | 353/519 [02:42<01:23,  1.98it/s]
      47/80      0.94G     0.9299      1.588     0.6233      1.214          8        640:  68%|██████▊   | 353/519 [02:42<01:23,  1.98it/s]
      47/80      0.94G     0.9299      1.588     0.6233      1.214          8        640:  68%|██████▊   | 354/519 [02:42<01:09,  2.36it/s]
      47/80      0.94G     0.9298      1.586     0.6228      1.213          6        640:  68%|██████▊   | 354/519 [02:42<01:09,  2.36it/s]
      47/80      0.94G     0.9298      1.586     0.6228      1.213          6        640:  68%|██████▊   | 355/519 [02:42<00:59,  2.74it/s]
      47/80      0.94G     0.9295      1.587     0.6227      1.213         11        640:  68%|██████▊   | 355/519 [02:44<00:59,  2.74it/s]
      47/80      0.94G     0.9295      1.587     0.6227      1.213         11        640:  69%|██████▊   | 356/519 [02:44<01:57,  1.38it/s]
      47/80      0.94G     0.9294      1.586     0.6223      1.213         11        640:  69%|██████▊   | 356/519 [02:44<01:57,  1.38it/s]
      47/80      0.94G     0.9294      1.586     0.6223      1.213         11        640:  69%|██████▉   | 357/519 [02:44<01:35,  1.70it/s]
      47/80      0.94G     0.9292      1.585      0.622      1.213         13        640:  69%|██████▉   | 357/519 [02:44<01:35,  1.70it/s]
      47/80      0.94G     0.9292      1.585      0.622      1.213         13        640:  69%|██████▉   | 358/519 [02:44<01:16,  2.10it/s]
      47/80      0.94G      0.929      1.584     0.6217      1.213         10        640:  69%|██████▉   | 358/519 [02:45<01:16,  2.10it/s]
      47/80      0.94G      0.929      1.584     0.6217      1.213         10        640:  69%|██████▉   | 359/519 [02:45<01:06,  2.42it/s]
      47/80      0.94G     0.9291      1.584     0.6212      1.213         12        640:  69%|██████▉   | 359/519 [02:46<01:06,  2.42it/s]
      47/80      0.94G     0.9291      1.584     0.6212      1.213         12        640:  69%|██████▉   | 360/519 [02:46<01:55,  1.38it/s]
      47/80      0.94G      0.929      1.585      0.621      1.213         11        640:  69%|██████▉   | 360/519 [02:46<01:55,  1.38it/s]
      47/80      0.94G      0.929      1.585      0.621      1.213         11        640:  70%|██████▉   | 361/519 [02:46<01:28,  1.78it/s]
      47/80      0.94G     0.9284      1.583     0.6207      1.212         10        640:  70%|██████▉   | 361/519 [02:46<01:28,  1.78it/s]
      47/80      0.94G     0.9284      1.583     0.6207      1.212         10        640:  70%|██████▉   | 362/519 [02:46<01:11,  2.20it/s]
      47/80      0.94G     0.9282      1.583     0.6206      1.212         13        640:  70%|██████▉   | 362/519 [02:47<01:11,  2.20it/s]
      47/80      0.94G     0.9282      1.583     0.6206      1.212         13        640:  70%|██████▉   | 363/519 [02:47<01:04,  2.40it/s]
      47/80      0.94G     0.9284      1.583     0.6204      1.212          9        640:  70%|██████▉   | 363/519 [02:48<01:04,  2.40it/s]
      47/80      0.94G     0.9284      1.583     0.6204      1.212          9        640:  70%|███████   | 364/519 [02:48<01:32,  1.67it/s]
      47/80      0.94G     0.9284      1.583     0.6204      1.212          7        640:  70%|███████   | 364/519 [02:48<01:32,  1.67it/s]
      47/80      0.94G     0.9284      1.583     0.6204      1.212          7        640:  70%|███████   | 365/519 [02:48<01:16,  2.00it/s]
      47/80      0.94G     0.9283      1.582     0.6202      1.212          6        640:  70%|███████   | 365/519 [02:48<01:16,  2.00it/s]
      47/80      0.94G     0.9283      1.582     0.6202      1.212          6        640:  71%|███████   | 366/519 [02:48<01:04,  2.36it/s]
      47/80      0.94G     0.9289      1.582     0.6207      1.212          8        640:  71%|███████   | 366/519 [02:49<01:04,  2.36it/s]
      47/80      0.94G     0.9289      1.582     0.6207      1.212          8        640:  71%|███████   | 367/519 [02:49<00:57,  2.66it/s]
      47/80      0.94G      0.929      1.583     0.6202      1.212         12        640:  71%|███████   | 367/519 [02:49<00:57,  2.66it/s]
      47/80      0.94G      0.929      1.583     0.6202      1.212         12        640:  71%|███████   | 368/519 [02:49<01:08,  2.20it/s]
      47/80      0.94G     0.9288      1.584     0.6202      1.212         13        640:  71%|███████   | 368/519 [02:49<01:08,  2.20it/s]
      47/80      0.94G     0.9288      1.584     0.6202      1.212         13        640:  71%|███████   | 369/519 [02:49<00:56,  2.64it/s]
      47/80      0.94G     0.9285      1.583     0.6199      1.212          9        640:  71%|███████   | 369/519 [02:50<00:56,  2.64it/s]
      47/80      0.94G     0.9285      1.583     0.6199      1.212          9        640:  71%|███████▏  | 370/519 [02:50<00:49,  3.00it/s]
      47/80      0.94G     0.9286      1.583     0.6204      1.212          7        640:  71%|███████▏  | 370/519 [02:50<00:49,  3.00it/s]
      47/80      0.94G     0.9286      1.583     0.6204      1.212          7        640:  71%|███████▏  | 371/519 [02:50<00:45,  3.28it/s]
      47/80      0.94G     0.9284      1.582     0.6202      1.212         14        640:  71%|███████▏  | 371/519 [02:51<00:45,  3.28it/s]
      47/80      0.94G     0.9284      1.582     0.6202      1.212         14        640:  72%|███████▏  | 372/519 [02:51<01:24,  1.74it/s]
      47/80      0.94G     0.9292      1.584     0.6209      1.213          9        640:  72%|███████▏  | 372/519 [02:51<01:24,  1.74it/s]
      47/80      0.94G     0.9292      1.584     0.6209      1.213          9        640:  72%|███████▏  | 373/519 [02:51<01:05,  2.22it/s]
      47/80      0.94G     0.9286      1.584     0.6206      1.213         10        640:  72%|███████▏  | 373/519 [02:51<01:05,  2.22it/s]
      47/80      0.94G     0.9286      1.584     0.6206      1.213         10        640:  72%|███████▏  | 374/519 [02:51<00:55,  2.62it/s]
      47/80      0.94G     0.9288      1.585     0.6209      1.213         12        640:  72%|███████▏  | 374/519 [02:52<00:55,  2.62it/s]
      47/80      0.94G     0.9288      1.585     0.6209      1.213         12        640:  72%|███████▏  | 375/519 [02:52<00:47,  3.00it/s]
      47/80      0.94G     0.9283      1.583     0.6206      1.213          9        640:  72%|███████▏  | 375/519 [02:53<00:47,  3.00it/s]
      47/80      0.94G     0.9283      1.583     0.6206      1.213          9        640:  72%|███████▏  | 376/519 [02:53<01:31,  1.57it/s]
      47/80      0.94G      0.928      1.583     0.6201      1.212         14        640:  72%|███████▏  | 376/519 [02:53<01:31,  1.57it/s]
      47/80      0.94G      0.928      1.583     0.6201      1.212         14        640:  73%|███████▎  | 377/519 [02:53<01:14,  1.91it/s]
      47/80      0.94G     0.9282      1.583     0.6206      1.212         11        640:  73%|███████▎  | 377/519 [02:53<01:14,  1.91it/s]
      47/80      0.94G     0.9282      1.583     0.6206      1.212         11        640:  73%|███████▎  | 378/519 [02:53<01:01,  2.31it/s]
      47/80      0.94G      0.928      1.582     0.6206      1.212         10        640:  73%|███████▎  | 378/519 [02:54<01:01,  2.31it/s]
      47/80      0.94G      0.928      1.582     0.6206      1.212         10        640:  73%|███████▎  | 379/519 [02:54<00:57,  2.43it/s]
      47/80      0.94G     0.9296      1.583     0.6219      1.213         10        640:  73%|███████▎  | 379/519 [02:55<00:57,  2.43it/s]
      47/80      0.94G     0.9296      1.583     0.6219      1.213         10        640:  73%|███████▎  | 380/519 [02:55<01:13,  1.90it/s]
      47/80      0.94G     0.9304      1.582      0.622      1.213         11        640:  73%|███████▎  | 380/519 [02:55<01:13,  1.90it/s]
      47/80      0.94G     0.9304      1.582      0.622      1.213         11        640:  73%|███████▎  | 381/519 [02:55<01:00,  2.29it/s]
      47/80      0.94G     0.9311      1.582     0.6221      1.213         11        640:  73%|███████▎  | 381/519 [02:55<01:00,  2.29it/s]
      47/80      0.94G     0.9311      1.582     0.6221      1.213         11        640:  74%|███████▎  | 382/519 [02:55<00:50,  2.73it/s]
      47/80      0.94G     0.9303      1.581     0.6217      1.213         12        640:  74%|███████▎  | 382/519 [02:55<00:50,  2.73it/s]
      47/80      0.94G     0.9303      1.581     0.6217      1.213         12        640:  74%|███████▍  | 383/519 [02:55<00:42,  3.18it/s]
      47/80      0.94G     0.9308      1.582     0.6226      1.213         10        640:  74%|███████▍  | 383/519 [02:56<00:42,  3.18it/s]
      47/80      0.94G     0.9308      1.582     0.6226      1.213         10        640:  74%|███████▍  | 384/519 [02:56<01:06,  2.02it/s]
      47/80      0.94G     0.9307      1.583     0.6225      1.213          9        640:  74%|███████▍  | 384/519 [02:56<01:06,  2.02it/s]
      47/80      0.94G     0.9307      1.583     0.6225      1.213          9        640:  74%|███████▍  | 385/519 [02:56<00:56,  2.39it/s]
      47/80      0.94G     0.9318      1.583      0.623      1.214          8        640:  74%|███████▍  | 385/519 [02:57<00:56,  2.39it/s]
      47/80      0.94G     0.9318      1.583      0.623      1.214          8        640:  74%|███████▍  | 386/519 [02:57<00:48,  2.74it/s]
      47/80      0.94G     0.9318      1.585     0.6229      1.214          9        640:  74%|███████▍  | 386/519 [02:57<00:48,  2.74it/s]
      47/80      0.94G     0.9318      1.585     0.6229      1.214          9        640:  75%|███████▍  | 387/519 [02:57<00:42,  3.12it/s]
      47/80      0.94G     0.9335      1.584     0.6237      1.215          8        640:  75%|███████▍  | 387/519 [02:58<00:42,  3.12it/s]
      47/80      0.94G     0.9335      1.584     0.6237      1.215          8        640:  75%|███████▍  | 388/519 [02:58<01:04,  2.04it/s]
      47/80      0.94G     0.9336      1.584     0.6235      1.215         10        640:  75%|███████▍  | 388/519 [02:58<01:04,  2.04it/s]
      47/80      0.94G     0.9336      1.584     0.6235      1.215         10        640:  75%|███████▍  | 389/519 [02:58<00:52,  2.49it/s]
      47/80      0.94G     0.9344      1.585     0.6244      1.216         10        640:  75%|███████▍  | 389/519 [02:58<00:52,  2.49it/s]
      47/80      0.94G     0.9344      1.585     0.6244      1.216         10        640:  75%|███████▌  | 390/519 [02:58<00:48,  2.68it/s]
      47/80      0.94G     0.9344      1.585     0.6239      1.215          9        640:  75%|███████▌  | 390/519 [02:58<00:48,  2.68it/s]
      47/80      0.94G     0.9344      1.585     0.6239      1.215          9        640:  75%|███████▌  | 391/519 [02:58<00:41,  3.11it/s]
      47/80      0.94G     0.9339      1.584      0.624      1.215         10        640:  75%|███████▌  | 391/519 [03:00<00:41,  3.11it/s]
      47/80      0.94G     0.9339      1.584      0.624      1.215         10        640:  76%|███████▌  | 392/519 [03:00<01:15,  1.68it/s]
      47/80      0.94G     0.9333      1.582     0.6234      1.214         14        640:  76%|███████▌  | 392/519 [03:00<01:15,  1.68it/s]
      47/80      0.94G     0.9333      1.582     0.6234      1.214         14        640:  76%|███████▌  | 393/519 [03:00<01:02,  2.02it/s]
      47/80      0.94G     0.9329      1.582     0.6234      1.214          8        640:  76%|███████▌  | 393/519 [03:00<01:02,  2.02it/s]
      47/80      0.94G     0.9329      1.582     0.6234      1.214          8        640:  76%|███████▌  | 394/519 [03:00<00:52,  2.40it/s]
      47/80      0.94G     0.9334      1.582     0.6233      1.215         11        640:  76%|███████▌  | 394/519 [03:00<00:52,  2.40it/s]
      47/80      0.94G     0.9334      1.582     0.6233      1.215         11        640:  76%|███████▌  | 395/519 [03:00<00:45,  2.70it/s]
      47/80      0.94G     0.9338      1.585     0.6238      1.215         11        640:  76%|███████▌  | 395/519 [03:01<00:45,  2.70it/s]
      47/80      0.94G     0.9338      1.585     0.6238      1.215         11        640:  76%|███████▋  | 396/519 [03:01<01:04,  1.90it/s]
      47/80      0.94G     0.9344      1.585     0.6242      1.215          9        640:  76%|███████▋  | 396/519 [03:02<01:04,  1.90it/s]
      47/80      0.94G     0.9344      1.585     0.6242      1.215          9        640:  76%|███████▋  | 397/519 [03:02<00:53,  2.27it/s]
      47/80      0.94G     0.9344      1.584     0.6242      1.215         15        640:  76%|███████▋  | 397/519 [03:02<00:53,  2.27it/s]
      47/80      0.94G     0.9344      1.584     0.6242      1.215         15        640:  77%|███████▋  | 398/519 [03:02<01:04,  1.89it/s]
      47/80      0.94G     0.9347      1.584     0.6244      1.215          8        640:  77%|███████▋  | 398/519 [03:02<01:04,  1.89it/s]
      47/80      0.94G     0.9347      1.584     0.6244      1.215          8        640:  77%|███████▋  | 399/519 [03:02<00:51,  2.34it/s]
      47/80      0.94G     0.9343      1.584     0.6247      1.215         10        640:  77%|███████▋  | 399/519 [03:03<00:51,  2.34it/s]
      47/80      0.94G     0.9343      1.584     0.6247      1.215         10        640:  77%|███████▋  | 400/519 [03:03<00:56,  2.12it/s]
      47/80      0.94G     0.9344      1.583     0.6242      1.214         14        640:  77%|███████▋  | 400/519 [03:03<00:56,  2.12it/s]
      47/80      0.94G     0.9344      1.583     0.6242      1.214         14        640:  77%|███████▋  | 401/519 [03:03<00:48,  2.44it/s]
      47/80      0.94G     0.9342      1.583     0.6241      1.214         10        640:  77%|███████▋  | 401/519 [03:04<00:48,  2.44it/s]
      47/80      0.94G     0.9342      1.583     0.6241      1.214         10        640:  77%|███████▋  | 402/519 [03:04<00:48,  2.42it/s]
      47/80      0.94G     0.9337      1.583     0.6238      1.214         11        640:  77%|███████▋  | 402/519 [03:04<00:48,  2.42it/s]
      47/80      0.94G     0.9337      1.583     0.6238      1.214         11        640:  78%|███████▊  | 403/519 [03:04<00:42,  2.75it/s]
      47/80      0.94G     0.9338      1.583     0.6237      1.214         11        640:  78%|███████▊  | 403/519 [03:05<00:42,  2.75it/s]
      47/80      0.94G     0.9338      1.583     0.6237      1.214         11        640:  78%|███████▊  | 404/519 [03:05<01:11,  1.60it/s]
      47/80      0.94G     0.9335      1.583     0.6237      1.213         10        640:  78%|███████▊  | 404/519 [03:05<01:11,  1.60it/s]
      47/80      0.94G     0.9335      1.583     0.6237      1.213         10        640:  78%|███████▊  | 405/519 [03:05<00:55,  2.06it/s]
      47/80      0.94G     0.9331      1.582     0.6235      1.213         12        640:  78%|███████▊  | 405/519 [03:06<00:55,  2.06it/s]
      47/80      0.94G     0.9331      1.582     0.6235      1.213         12        640:  78%|███████▊  | 406/519 [03:06<00:45,  2.49it/s]
      47/80      0.94G     0.9328      1.582     0.6233      1.213         12        640:  78%|███████▊  | 406/519 [03:06<00:45,  2.49it/s]
      47/80      0.94G     0.9328      1.582     0.6233      1.213         12        640:  78%|███████▊  | 407/519 [03:06<00:39,  2.83it/s]
      47/80      0.94G     0.9331      1.582     0.6234      1.214          6        640:  78%|███████▊  | 407/519 [03:07<00:39,  2.83it/s]
      47/80      0.94G     0.9331      1.582     0.6234      1.214          6        640:  79%|███████▊  | 408/519 [03:07<00:54,  2.03it/s]
      47/80      0.94G     0.9325      1.581     0.6227      1.213         11        640:  79%|███████▊  | 408/519 [03:07<00:54,  2.03it/s]
      47/80      0.94G     0.9325      1.581     0.6227      1.213         11        640:  79%|███████▉  | 409/519 [03:07<00:46,  2.38it/s]
      47/80      0.94G     0.9324      1.581     0.6226      1.213          7        640:  79%|███████▉  | 409/519 [03:07<00:46,  2.38it/s]
      47/80      0.94G     0.9324      1.581     0.6226      1.213          7        640:  79%|███████▉  | 410/519 [03:07<00:37,  2.94it/s]
      47/80      0.94G     0.9322      1.581     0.6222      1.213          9        640:  79%|███████▉  | 410/519 [03:07<00:37,  2.94it/s]
      47/80      0.94G     0.9322      1.581     0.6222      1.213          9        640:  79%|███████▉  | 411/519 [03:07<00:37,  2.91it/s]
      47/80      0.94G     0.9329      1.582     0.6231      1.213          6        640:  79%|███████▉  | 411/519 [03:08<00:37,  2.91it/s]
      47/80      0.94G     0.9329      1.582     0.6231      1.213          6        640:  79%|███████▉  | 412/519 [03:08<00:55,  1.93it/s]
      47/80      0.94G     0.9325      1.581      0.623      1.213         12        640:  79%|███████▉  | 412/519 [03:09<00:55,  1.93it/s]
      47/80      0.94G     0.9325      1.581      0.623      1.213         12        640:  80%|███████▉  | 413/519 [03:09<00:45,  2.35it/s]
      47/80      0.94G     0.9324       1.58     0.6226      1.213         13        640:  80%|███████▉  | 413/519 [03:09<00:45,  2.35it/s]
      47/80      0.94G     0.9324       1.58     0.6226      1.213         13        640:  80%|███████▉  | 414/519 [03:09<00:38,  2.75it/s]
      47/80      0.94G     0.9324       1.58     0.6222      1.213          9        640:  80%|███████▉  | 414/519 [03:09<00:38,  2.75it/s]
      47/80      0.94G     0.9324       1.58     0.6222      1.213          9        640:  80%|███████▉  | 415/519 [03:09<00:33,  3.12it/s]
      47/80      0.94G      0.932      1.579     0.6218      1.213         11        640:  80%|███████▉  | 415/519 [03:10<00:33,  3.12it/s]
      47/80      0.94G      0.932      1.579     0.6218      1.213         11        640:  80%|████████  | 416/519 [03:10<00:40,  2.57it/s]
      47/80      0.94G     0.9313       1.58     0.6216      1.212         10        640:  80%|████████  | 416/519 [03:10<00:40,  2.57it/s]
      47/80      0.94G     0.9313       1.58     0.6216      1.212         10        640:  80%|████████  | 417/519 [03:10<00:35,  2.87it/s]
      47/80      0.94G     0.9319       1.58     0.6223      1.212         11        640:  80%|████████  | 417/519 [03:10<00:35,  2.87it/s]
      47/80      0.94G     0.9319       1.58     0.6223      1.212         11        640:  81%|████████  | 418/519 [03:10<00:31,  3.19it/s]
      47/80      0.94G     0.9317       1.58     0.6225      1.212          9        640:  81%|████████  | 418/519 [03:10<00:31,  3.19it/s]
      47/80      0.94G     0.9317       1.58     0.6225      1.212          9        640:  81%|████████  | 419/519 [03:10<00:28,  3.54it/s]
      47/80      0.94G     0.9321       1.58     0.6225      1.212         14        640:  81%|████████  | 419/519 [03:11<00:28,  3.54it/s]
      47/80      0.94G     0.9321       1.58     0.6225      1.212         14        640:  81%|████████  | 420/519 [03:11<00:49,  2.02it/s]
      47/80      0.94G      0.932       1.58     0.6222      1.212         11        640:  81%|████████  | 420/519 [03:12<00:49,  2.02it/s]
      47/80      0.94G      0.932       1.58     0.6222      1.212         11        640:  81%|████████  | 421/519 [03:12<00:43,  2.23it/s]
      47/80      0.94G     0.9324       1.58     0.6229      1.212          8        640:  81%|████████  | 421/519 [03:12<00:43,  2.23it/s]
      47/80      0.94G     0.9324       1.58     0.6229      1.212          8        640:  81%|████████▏ | 422/519 [03:12<00:42,  2.29it/s]
      47/80      0.94G     0.9316      1.579     0.6223      1.212          6        640:  81%|████████▏ | 422/519 [03:12<00:42,  2.29it/s]
      47/80      0.94G     0.9316      1.579     0.6223      1.212          6        640:  82%|████████▏ | 423/519 [03:12<00:36,  2.62it/s]
      47/80      0.94G     0.9312      1.578      0.622      1.211         12        640:  82%|████████▏ | 423/519 [03:13<00:36,  2.62it/s]
      47/80      0.94G     0.9312      1.578      0.622      1.211         12        640:  82%|████████▏ | 424/519 [03:13<00:51,  1.83it/s]
      47/80      0.94G      0.932      1.577     0.6218      1.212          9        640:  82%|████████▏ | 424/519 [03:13<00:51,  1.83it/s]
      47/80      0.94G      0.932      1.577     0.6218      1.212          9        640:  82%|████████▏ | 425/519 [03:13<00:42,  2.20it/s]
      47/80      0.94G     0.9325      1.578     0.6216      1.212         10        640:  82%|████████▏ | 425/519 [03:14<00:42,  2.20it/s]
      47/80      0.94G     0.9325      1.578     0.6216      1.212         10        640:  82%|████████▏ | 426/519 [03:14<00:37,  2.51it/s]
      47/80      0.94G      0.932      1.577     0.6214      1.212         11        640:  82%|████████▏ | 426/519 [03:14<00:37,  2.51it/s]
      47/80      0.94G      0.932      1.577     0.6214      1.212         11        640:  82%|████████▏ | 427/519 [03:14<00:32,  2.81it/s]
      47/80      0.94G      0.932      1.577     0.6211      1.212         11        640:  82%|████████▏ | 427/519 [03:15<00:32,  2.81it/s]
      47/80      0.94G      0.932      1.577     0.6211      1.212         11        640:  82%|████████▏ | 428/519 [03:15<00:53,  1.70it/s]
      47/80      0.94G     0.9323      1.577     0.6216      1.212         11        640:  82%|████████▏ | 428/519 [03:15<00:53,  1.70it/s]
      47/80      0.94G     0.9323      1.577     0.6216      1.212         11        640:  83%|████████▎ | 429/519 [03:15<00:43,  2.07it/s]
      47/80      0.94G     0.9316      1.577      0.621      1.211         11        640:  83%|████████▎ | 429/519 [03:16<00:43,  2.07it/s]
      47/80      0.94G     0.9316      1.577      0.621      1.211         11        640:  83%|████████▎ | 430/519 [03:16<00:36,  2.41it/s]
      47/80      0.94G     0.9315      1.577     0.6207      1.211         14        640:  83%|████████▎ | 430/519 [03:16<00:36,  2.41it/s]
      47/80      0.94G     0.9315      1.577     0.6207      1.211         14        640:  83%|████████▎ | 431/519 [03:16<00:31,  2.80it/s]
      47/80      0.94G      0.931      1.575      0.621      1.211          9        640:  83%|████████▎ | 431/519 [03:17<00:31,  2.80it/s]
      47/80      0.94G      0.931      1.575      0.621      1.211          9        640:  83%|████████▎ | 432/519 [03:17<00:48,  1.81it/s]
      47/80      0.94G     0.9302      1.574      0.621      1.211          6        640:  83%|████████▎ | 432/519 [03:17<00:48,  1.81it/s]
      47/80      0.94G     0.9302      1.574      0.621      1.211          6        640:  83%|████████▎ | 433/519 [03:17<00:46,  1.86it/s]
      47/80      0.94G     0.9297      1.573     0.6209      1.211         13        640:  83%|████████▎ | 433/519 [03:18<00:46,  1.86it/s]
      47/80      0.94G     0.9297      1.573     0.6209      1.211         13        640:  84%|████████▎ | 434/519 [03:18<00:47,  1.81it/s]
      47/80      0.94G       0.93      1.573     0.6208       1.21         11        640:  84%|████████▎ | 434/519 [03:18<00:47,  1.81it/s]
      47/80      0.94G       0.93      1.573     0.6208       1.21         11        640:  84%|████████▍ | 435/519 [03:18<00:40,  2.06it/s]
      47/80      0.94G       0.93      1.572     0.6206       1.21         12        640:  84%|████████▍ | 435/519 [03:18<00:40,  2.06it/s]
      47/80      0.94G       0.93      1.572     0.6206       1.21         12        640:  84%|████████▍ | 436/519 [03:18<00:33,  2.49it/s]
      47/80      0.94G     0.9303      1.573     0.6204       1.21         11        640:  84%|████████▍ | 436/519 [03:20<00:33,  2.49it/s]
      47/80      0.94G     0.9303      1.573     0.6204       1.21         11        640:  84%|████████▍ | 437/519 [03:20<00:53,  1.53it/s]
      47/80      0.94G     0.9304      1.573     0.6206       1.21         12        640:  84%|████████▍ | 437/519 [03:20<00:53,  1.53it/s]
      47/80      0.94G     0.9304      1.573     0.6206       1.21         12        640:  84%|████████▍ | 438/519 [03:20<00:42,  1.91it/s]
      47/80      0.94G     0.9302      1.572     0.6207       1.21          6        640:  84%|████████▍ | 438/519 [03:20<00:42,  1.91it/s]
      47/80      0.94G     0.9302      1.572     0.6207       1.21          6        640:  85%|████████▍ | 439/519 [03:20<00:34,  2.32it/s]
      47/80      0.94G       0.93      1.572     0.6205       1.21          8        640:  85%|████████▍ | 439/519 [03:20<00:34,  2.32it/s]
      47/80      0.94G       0.93      1.572     0.6205       1.21          8        640:  85%|████████▍ | 440/519 [03:20<00:28,  2.79it/s]
      47/80      0.94G     0.9303      1.572     0.6207       1.21         12        640:  85%|████████▍ | 440/519 [03:21<00:28,  2.79it/s]
      47/80      0.94G     0.9303      1.572     0.6207       1.21         12        640:  85%|████████▍ | 441/519 [03:21<00:45,  1.71it/s]
      47/80      0.94G     0.9303      1.572     0.6205       1.21         12        640:  85%|████████▍ | 441/519 [03:22<00:45,  1.71it/s]
      47/80      0.94G     0.9303      1.572     0.6205       1.21         12        640:  85%|████████▌ | 442/519 [03:22<00:46,  1.67it/s]
      47/80      0.94G     0.9307      1.572     0.6203       1.21         12        640:  85%|████████▌ | 442/519 [03:22<00:46,  1.67it/s]
      47/80      0.94G     0.9307      1.572     0.6203       1.21         12        640:  85%|████████▌ | 443/519 [03:22<00:38,  1.99it/s]
      47/80      0.94G     0.9307      1.571     0.6202       1.21          6        640:  85%|████████▌ | 443/519 [03:23<00:38,  1.99it/s]
      47/80      0.94G     0.9307      1.571     0.6202       1.21          6        640:  86%|████████▌ | 444/519 [03:23<00:32,  2.31it/s]
      47/80      0.94G     0.9308      1.571       0.62      1.211          8        640:  86%|████████▌ | 444/519 [03:23<00:32,  2.31it/s]
      47/80      0.94G     0.9308      1.571       0.62      1.211          8        640:  86%|████████▌ | 445/519 [03:23<00:38,  1.93it/s]
      47/80      0.94G     0.9307       1.57     0.6197      1.211         11        640:  86%|████████▌ | 445/519 [03:24<00:38,  1.93it/s]
      47/80      0.94G     0.9307       1.57     0.6197      1.211         11        640:  86%|████████▌ | 446/519 [03:24<00:36,  2.01it/s]
      47/80      0.94G     0.9304      1.569     0.6193       1.21          9        640:  86%|████████▌ | 446/519 [03:24<00:36,  2.01it/s]
      47/80      0.94G     0.9304      1.569     0.6193       1.21          9        640:  86%|████████▌ | 447/519 [03:24<00:30,  2.34it/s]
      47/80      0.94G     0.9315      1.571     0.6206      1.211         10        640:  86%|████████▌ | 447/519 [03:24<00:30,  2.34it/s]
      47/80      0.94G     0.9315      1.571     0.6206      1.211         10        640:  86%|████████▋ | 448/519 [03:24<00:25,  2.75it/s]
      47/80      0.94G     0.9311      1.571     0.6204      1.211          8        640:  86%|████████▋ | 448/519 [03:25<00:25,  2.75it/s]
      47/80      0.94G     0.9311      1.571     0.6204      1.211          8        640:  87%|████████▋ | 449/519 [03:25<00:30,  2.26it/s]
      47/80      0.94G     0.9316       1.57     0.6203      1.211          9        640:  87%|████████▋ | 449/519 [03:25<00:30,  2.26it/s]
      47/80      0.94G     0.9316       1.57     0.6203      1.211          9        640:  87%|████████▋ | 450/519 [03:25<00:29,  2.36it/s]
      47/80      0.94G     0.9309      1.569     0.6198      1.211          6        640:  87%|████████▋ | 450/519 [03:25<00:29,  2.36it/s]
      47/80      0.94G     0.9309      1.569     0.6198      1.211          6        640:  87%|████████▋ | 451/519 [03:25<00:24,  2.77it/s]
      47/80      0.94G     0.9306      1.569     0.6199      1.211         10        640:  87%|████████▋ | 451/519 [03:26<00:24,  2.77it/s]
      47/80      0.94G     0.9306      1.569     0.6199      1.211         10        640:  87%|████████▋ | 452/519 [03:26<00:22,  2.97it/s]
      47/80      0.94G     0.9305      1.569     0.6197      1.211         11        640:  87%|████████▋ | 452/519 [03:26<00:22,  2.97it/s]
      47/80      0.94G     0.9305      1.569     0.6197      1.211         11        640:  87%|████████▋ | 453/519 [03:26<00:20,  3.19it/s]
      47/80      0.94G     0.9311       1.57     0.6201      1.211         10        640:  87%|████████▋ | 453/519 [03:27<00:20,  3.19it/s]
      47/80      0.94G     0.9311       1.57     0.6201      1.211         10        640:  87%|████████▋ | 454/519 [03:27<00:26,  2.46it/s]
      47/80      0.94G     0.9311       1.57     0.6197      1.211         11        640:  87%|████████▋ | 454/519 [03:27<00:26,  2.46it/s]
      47/80      0.94G     0.9311       1.57     0.6197      1.211         11        640:  88%|████████▊ | 455/519 [03:27<00:22,  2.79it/s]
      47/80      0.94G     0.9313       1.57     0.6197      1.211         10        640:  88%|████████▊ | 455/519 [03:28<00:22,  2.79it/s]
      47/80      0.94G     0.9313       1.57     0.6197      1.211         10        640:  88%|████████▊ | 456/519 [03:28<00:32,  1.94it/s]
      47/80      0.94G     0.9311       1.57     0.6193       1.21         10        640:  88%|████████▊ | 456/519 [03:28<00:32,  1.94it/s]
      47/80      0.94G     0.9311       1.57     0.6193       1.21         10        640:  88%|████████▊ | 457/519 [03:28<00:26,  2.35it/s]
      47/80      0.94G     0.9309      1.569      0.619       1.21          8        640:  88%|████████▊ | 457/519 [03:29<00:26,  2.35it/s]
      47/80      0.94G     0.9309      1.569      0.619       1.21          8        640:  88%|████████▊ | 458/519 [03:29<00:32,  1.90it/s]
      47/80      0.94G     0.9303      1.568     0.6187       1.21          9        640:  88%|████████▊ | 458/519 [03:29<00:32,  1.90it/s]
      47/80      0.94G     0.9303      1.568     0.6187       1.21          9        640:  88%|████████▊ | 459/519 [03:29<00:27,  2.18it/s]
      47/80      0.94G     0.9306      1.567      0.619       1.21          6        640:  88%|████████▊ | 459/519 [03:30<00:27,  2.18it/s]
      47/80      0.94G     0.9306      1.567      0.619       1.21          6        640:  89%|████████▊ | 460/519 [03:30<00:29,  1.99it/s]
      47/80      0.94G     0.9303      1.566     0.6186      1.209         10        640:  89%|████████▊ | 460/519 [03:30<00:29,  1.99it/s]
      47/80      0.94G     0.9303      1.566     0.6186      1.209         10        640:  89%|████████▉ | 461/519 [03:30<00:24,  2.40it/s]
      47/80      0.94G     0.9304      1.566      0.619      1.209         12        640:  89%|████████▉ | 461/519 [03:31<00:24,  2.40it/s]
      47/80      0.94G     0.9304      1.566      0.619      1.209         12        640:  89%|████████▉ | 462/519 [03:31<00:30,  1.89it/s]
      47/80      0.94G     0.9301      1.566     0.6187      1.209          6        640:  89%|████████▉ | 462/519 [03:31<00:30,  1.89it/s]
      47/80      0.94G     0.9301      1.566     0.6187      1.209          6        640:  89%|████████▉ | 463/519 [03:31<00:24,  2.26it/s]
      47/80      0.94G       0.93      1.566     0.6182      1.209         11        640:  89%|████████▉ | 463/519 [03:31<00:24,  2.26it/s]
      47/80      0.94G       0.93      1.566     0.6182      1.209         11        640:  89%|████████▉ | 464/519 [03:31<00:23,  2.32it/s]
      47/80      0.94G     0.9295      1.565     0.6179      1.209          8        640:  89%|████████▉ | 464/519 [03:31<00:23,  2.32it/s]
      47/80      0.94G     0.9295      1.565     0.6179      1.209          8        640:  90%|████████▉ | 465/519 [03:31<00:20,  2.65it/s]
      47/80      0.94G     0.9297      1.565     0.6177      1.209         14        640:  90%|████████▉ | 465/519 [03:32<00:20,  2.65it/s]
      47/80      0.94G     0.9297      1.565     0.6177      1.209         14        640:  90%|████████▉ | 466/519 [03:32<00:23,  2.22it/s]
      47/80      0.94G     0.9296      1.565     0.6173      1.209         10        640:  90%|████████▉ | 466/519 [03:32<00:23,  2.22it/s]
      47/80      0.94G     0.9296      1.565     0.6173      1.209         10        640:  90%|████████▉ | 467/519 [03:32<00:20,  2.53it/s]
      47/80      0.94G       0.93      1.566     0.6174      1.209         10        640:  90%|████████▉ | 467/519 [03:33<00:20,  2.53it/s]
      47/80      0.94G       0.93      1.566     0.6174      1.209         10        640:  90%|█████████ | 468/519 [03:33<00:25,  2.02it/s]
      47/80      0.94G     0.9299      1.567     0.6171      1.209         12        640:  90%|█████████ | 468/519 [03:33<00:25,  2.02it/s]
      47/80      0.94G     0.9299      1.567     0.6171      1.209         12        640:  90%|█████████ | 469/519 [03:33<00:20,  2.42it/s]
      47/80      0.94G     0.9294      1.568     0.6168      1.208         11        640:  90%|█████████ | 469/519 [03:34<00:20,  2.42it/s]
      47/80      0.94G     0.9294      1.568     0.6168      1.208         11        640:  91%|█████████ | 470/519 [03:34<00:18,  2.68it/s]
      47/80      0.94G     0.9293      1.567     0.6165      1.208         11        640:  91%|█████████ | 470/519 [03:34<00:18,  2.68it/s]
      47/80      0.94G     0.9293      1.567     0.6165      1.208         11        640:  91%|█████████ | 471/519 [03:34<00:20,  2.37it/s]
      47/80      0.94G     0.9288      1.567      0.616      1.208         10        640:  91%|█████████ | 471/519 [03:35<00:20,  2.37it/s]
      47/80      0.94G     0.9288      1.567      0.616      1.208         10        640:  91%|█████████ | 472/519 [03:35<00:23,  1.97it/s]
      47/80      0.94G     0.9283      1.567     0.6156      1.208         13        640:  91%|█████████ | 472/519 [03:35<00:23,  1.97it/s]
      47/80      0.94G     0.9283      1.567     0.6156      1.208         13        640:  91%|█████████ | 473/519 [03:35<00:19,  2.33it/s]
      47/80      0.94G     0.9286      1.567     0.6156      1.208         10        640:  91%|█████████ | 473/519 [03:35<00:19,  2.33it/s]
      47/80      0.94G     0.9286      1.567     0.6156      1.208         10        640:  91%|█████████▏| 474/519 [03:35<00:15,  2.83it/s]
      47/80      0.94G     0.9295      1.568     0.6169      1.208         11        640:  91%|█████████▏| 474/519 [03:36<00:15,  2.83it/s]
      47/80      0.94G     0.9295      1.568     0.6169      1.208         11        640:  92%|█████████▏| 475/519 [03:36<00:17,  2.48it/s]
      47/80      0.94G     0.9293      1.568     0.6166      1.208         10        640:  92%|█████████▏| 475/519 [03:36<00:17,  2.48it/s]
      47/80      0.94G     0.9293      1.568     0.6166      1.208         10        640:  92%|█████████▏| 476/519 [03:36<00:19,  2.18it/s]
      47/80      0.94G     0.9289      1.567     0.6167      1.208          9        640:  92%|█████████▏| 476/519 [03:37<00:19,  2.18it/s]
      47/80      0.94G     0.9289      1.567     0.6167      1.208          9        640:  92%|█████████▏| 477/519 [03:37<00:16,  2.59it/s]
      47/80      0.94G     0.9292      1.569     0.6169      1.208         12        640:  92%|█████████▏| 477/519 [03:37<00:16,  2.59it/s]
      47/80      0.94G     0.9292      1.569     0.6169      1.208         12        640:  92%|█████████▏| 478/519 [03:37<00:14,  2.86it/s]
      47/80      0.94G     0.9292      1.569     0.6166      1.208         10        640:  92%|█████████▏| 478/519 [03:38<00:14,  2.86it/s]
      47/80      0.94G     0.9292      1.569     0.6166      1.208         10        640:  92%|█████████▏| 479/519 [03:38<00:21,  1.87it/s]
      47/80      0.94G     0.9295       1.57     0.6173      1.208          9        640:  92%|█████████▏| 479/519 [03:38<00:21,  1.87it/s]
      47/80      0.94G     0.9295       1.57     0.6173      1.208          9        640:  92%|█████████▏| 480/519 [03:38<00:18,  2.14it/s]
      47/80      0.94G     0.9298      1.571     0.6176      1.209          9        640:  92%|█████████▏| 480/519 [03:38<00:18,  2.14it/s]
      47/80      0.94G     0.9298      1.571     0.6176      1.209          9        640:  93%|█████████▎| 481/519 [03:38<00:14,  2.60it/s]
      47/80      0.94G     0.9298      1.571     0.6177      1.209          6        640:  93%|█████████▎| 481/519 [03:39<00:14,  2.60it/s]
      47/80      0.94G     0.9298      1.571     0.6177      1.209          6        640:  93%|█████████▎| 482/519 [03:39<00:13,  2.78it/s]
      47/80      0.94G       0.93      1.571     0.6183      1.209          6        640:  93%|█████████▎| 482/519 [03:40<00:13,  2.78it/s]
      47/80      0.94G       0.93      1.571     0.6183      1.209          6        640:  93%|█████████▎| 483/519 [03:40<00:23,  1.51it/s]
      47/80      0.94G     0.9294      1.571     0.6183      1.209         10        640:  93%|█████████▎| 483/519 [03:40<00:23,  1.51it/s]
      47/80      0.94G     0.9294      1.571     0.6183      1.209         10        640:  93%|█████████▎| 484/519 [03:40<00:18,  1.91it/s]
      47/80      0.94G     0.9299      1.571     0.6181      1.209         11        640:  93%|█████████▎| 484/519 [03:40<00:18,  1.91it/s]
      47/80      0.94G     0.9299      1.571     0.6181      1.209         11        640:  93%|█████████▎| 485/519 [03:40<00:14,  2.32it/s]
      47/80      0.94G     0.9297      1.571     0.6176      1.209         11        640:  93%|█████████▎| 485/519 [03:41<00:14,  2.32it/s]
      47/80      0.94G     0.9297      1.571     0.6176      1.209         11        640:  94%|█████████▎| 486/519 [03:41<00:14,  2.33it/s]
      47/80      0.94G     0.9298      1.571     0.6177      1.209         11        640:  94%|█████████▎| 486/519 [03:42<00:14,  2.33it/s]
      47/80      0.94G     0.9298      1.571     0.6177      1.209         11        640:  94%|█████████▍| 487/519 [03:42<00:23,  1.35it/s]
      47/80      0.94G     0.9296      1.572     0.6173      1.209          8        640:  94%|█████████▍| 487/519 [03:43<00:23,  1.35it/s]
      47/80      0.94G     0.9296      1.572     0.6173      1.209          8        640:  94%|█████████▍| 488/519 [03:43<00:18,  1.65it/s]
      47/80      0.94G     0.9294      1.571     0.6172      1.209         13        640:  94%|█████████▍| 488/519 [03:43<00:18,  1.65it/s]
      47/80      0.94G     0.9294      1.571     0.6172      1.209         13        640:  94%|█████████▍| 489/519 [03:43<00:14,  2.04it/s]
      47/80      0.94G     0.9293      1.572     0.6173      1.209          9        640:  94%|█████████▍| 489/519 [03:43<00:14,  2.04it/s]
      47/80      0.94G     0.9293      1.572     0.6173      1.209          9        640:  94%|█████████▍| 490/519 [03:43<00:12,  2.39it/s]
      47/80      0.94G     0.9289      1.571     0.6169      1.208         12        640:  94%|█████████▍| 490/519 [03:44<00:12,  2.39it/s]
      47/80      0.94G     0.9289      1.571     0.6169      1.208         12        640:  95%|█████████▍| 491/519 [03:44<00:15,  1.86it/s]
      47/80      0.94G     0.9288      1.572     0.6172      1.208         12        640:  95%|█████████▍| 491/519 [03:44<00:15,  1.86it/s]
      47/80      0.94G     0.9288      1.572     0.6172      1.208         12        640:  95%|█████████▍| 492/519 [03:44<00:12,  2.18it/s]
      47/80      0.94G     0.9289      1.572      0.617      1.208          8        640:  95%|█████████▍| 492/519 [03:44<00:12,  2.18it/s]
      47/80      0.94G     0.9289      1.572      0.617      1.208          8        640:  95%|█████████▍| 493/519 [03:44<00:10,  2.55it/s]
      47/80      0.94G     0.9289      1.571     0.6165      1.208         10        640:  95%|█████████▍| 493/519 [03:45<00:10,  2.55it/s]
      47/80      0.94G     0.9289      1.571     0.6165      1.208         10        640:  95%|█████████▌| 494/519 [03:45<00:08,  2.87it/s]
      47/80      0.94G     0.9285       1.57     0.6164      1.208          8        640:  95%|█████████▌| 494/519 [03:45<00:08,  2.87it/s]
      47/80      0.94G     0.9285       1.57     0.6164      1.208          8        640:  95%|█████████▌| 495/519 [03:45<00:11,  2.01it/s]
      47/80      0.94G     0.9282      1.571      0.616      1.208          7        640:  95%|█████████▌| 495/519 [03:46<00:11,  2.01it/s]
      47/80      0.94G     0.9282      1.571      0.616      1.208          7        640:  96%|█████████▌| 496/519 [03:46<00:09,  2.42it/s]
      47/80      0.94G      0.928       1.57     0.6158      1.207         10        640:  96%|█████████▌| 496/519 [03:46<00:09,  2.42it/s]
      47/80      0.94G      0.928       1.57     0.6158      1.207         10        640:  96%|█████████▌| 497/519 [03:46<00:08,  2.74it/s]
      47/80      0.94G      0.928       1.57     0.6158      1.207          8        640:  96%|█████████▌| 497/519 [03:47<00:08,  2.74it/s]
      47/80      0.94G      0.928       1.57     0.6158      1.207          8        640:  96%|█████████▌| 498/519 [03:47<00:08,  2.35it/s]
      47/80      0.94G     0.9278       1.57     0.6155      1.207         10        640:  96%|█████████▌| 498/519 [03:47<00:08,  2.35it/s]
      47/80      0.94G     0.9278       1.57     0.6155      1.207         10        640:  96%|█████████▌| 499/519 [03:47<00:09,  2.04it/s]
      47/80      0.94G     0.9274      1.569      0.615      1.207          9        640:  96%|█████████▌| 499/519 [03:48<00:09,  2.04it/s]
      47/80      0.94G     0.9274      1.569      0.615      1.207          9        640:  96%|█████████▋| 500/519 [03:48<00:11,  1.67it/s]
      47/80      0.94G     0.9275      1.569      0.615      1.207         11        640:  96%|█████████▋| 500/519 [03:48<00:11,  1.67it/s]
      47/80      0.94G     0.9275      1.569      0.615      1.207         11        640:  97%|█████████▋| 501/519 [03:48<00:09,  1.94it/s]
      47/80      0.94G     0.9275      1.569     0.6151      1.207         10        640:  97%|█████████▋| 501/519 [03:49<00:09,  1.94it/s]
      47/80      0.94G     0.9275      1.569     0.6151      1.207         10        640:  97%|█████████▋| 502/519 [03:49<00:07,  2.28it/s]
      47/80      0.94G     0.9278      1.569     0.6151      1.207         10        640:  97%|█████████▋| 502/519 [03:49<00:07,  2.28it/s]
      47/80      0.94G     0.9278      1.569     0.6151      1.207         10        640:  97%|█████████▋| 503/519 [03:49<00:05,  2.72it/s]
      47/80      0.94G     0.9271      1.568     0.6149      1.206          9        640:  97%|█████████▋| 503/519 [03:50<00:05,  2.72it/s]
      47/80      0.94G     0.9271      1.568     0.6149      1.206          9        640:  97%|█████████▋| 504/519 [03:50<00:10,  1.48it/s]
      47/80      0.94G      0.928      1.568     0.6152      1.207          8        640:  97%|█████████▋| 504/519 [03:50<00:10,  1.48it/s]
      47/80      0.94G      0.928      1.568     0.6152      1.207          8        640:  97%|█████████▋| 505/519 [03:50<00:07,  1.83it/s]
      47/80      0.94G     0.9277      1.568     0.6149      1.207         14        640:  97%|█████████▋| 505/519 [03:51<00:07,  1.83it/s]
      47/80      0.94G     0.9277      1.568     0.6149      1.207         14        640:  97%|█████████▋| 506/519 [03:51<00:05,  2.24it/s]
      47/80      0.94G      0.928      1.568     0.6153      1.207         12        640:  97%|█████████▋| 506/519 [03:51<00:05,  2.24it/s]
      47/80      0.94G      0.928      1.568     0.6153      1.207         12        640:  98%|█████████▊| 507/519 [03:51<00:04,  2.43it/s]
      47/80      0.94G     0.9284      1.568     0.6158      1.207         11        640:  98%|█████████▊| 507/519 [03:52<00:04,  2.43it/s]
      47/80      0.94G     0.9284      1.568     0.6158      1.207         11        640:  98%|█████████▊| 508/519 [03:52<00:06,  1.65it/s]
      47/80      0.94G     0.9281      1.567     0.6155      1.206         10        640:  98%|█████████▊| 508/519 [03:52<00:06,  1.65it/s]
      47/80      0.94G     0.9281      1.567     0.6155      1.206         10        640:  98%|█████████▊| 509/519 [03:52<00:04,  2.04it/s]
      47/80      0.94G     0.9282      1.568     0.6158      1.206         14        640:  98%|█████████▊| 509/519 [03:53<00:04,  2.04it/s]
      47/80      0.94G     0.9282      1.568     0.6158      1.206         14        640:  98%|█████████▊| 510/519 [03:53<00:03,  2.34it/s]
      47/80      0.94G     0.9284      1.568     0.6163      1.207         11        640:  98%|█████████▊| 510/519 [03:53<00:03,  2.34it/s]
      47/80      0.94G     0.9284      1.568     0.6163      1.207         11        640:  98%|█████████▊| 511/519 [03:53<00:02,  2.82it/s]
      47/80      0.94G     0.9287      1.569     0.6161      1.207          7        640:  98%|█████████▊| 511/519 [03:54<00:02,  2.82it/s]
      47/80      0.94G     0.9287      1.569     0.6161      1.207          7        640:  99%|█████████▊| 512/519 [03:54<00:04,  1.54it/s]
      47/80      0.94G     0.9292      1.569      0.616      1.208         10        640:  99%|█████████▊| 512/519 [03:54<00:04,  1.54it/s]
      47/80      0.94G     0.9292      1.569      0.616      1.208         10        640:  99%|█████████▉| 513/519 [03:54<00:03,  1.89it/s]
      47/80      0.94G     0.9289      1.568     0.6157      1.207         11        640:  99%|█████████▉| 513/519 [03:55<00:03,  1.89it/s]
      47/80      0.94G     0.9289      1.568     0.6157      1.207         11        640:  99%|█████████▉| 514/519 [03:55<00:02,  2.33it/s]
      47/80      0.94G     0.9286      1.569     0.6151      1.207          7        640:  99%|█████████▉| 514/519 [03:55<00:02,  2.33it/s]
      47/80      0.94G     0.9286      1.569     0.6151      1.207          7        640:  99%|█████████▉| 515/519 [03:55<00:01,  2.88it/s]
      47/80      0.94G     0.9282      1.569     0.6149      1.207         12        640:  99%|█████████▉| 515/519 [03:55<00:01,  2.88it/s]
      47/80      0.94G     0.9282      1.569     0.6149      1.207         12        640:  99%|█████████▉| 516/519 [03:55<00:01,  2.35it/s]
      47/80      0.94G     0.9282      1.569      0.615      1.207         10        640:  99%|█████████▉| 516/519 [03:55<00:01,  2.35it/s]
      47/80      0.94G     0.9278      1.568     0.6146      1.206          8        640:  99%|█████████▉| 516/519 [03:55<00:01,  2.35it/s]
      47/80      0.94G     0.9278      1.568     0.6146      1.206          8        640: 100%|█████████▉| 518/519 [03:55<00:00,  3.83it/s]
      47/80      0.94G     0.9276      1.568     0.6145      1.206          9        640: 100%|█████████▉| 518/519 [03:55<00:00,  3.83it/s]
      47/80      0.94G     0.9276      1.568     0.6145      1.206          9        640: 100%|██████████| 519/519 [03:56<00:00,  2.20it/s]
-
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   0%|          | 0/65 [00:00<?, ?it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   2%|▏         | 1/65 [00:06<06:44,  6.33s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   3%|▎         | 2/65 [00:06<02:56,  2.80s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   5%|▍         | 3/65 [00:06<01:43,  1.67s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   6%|▌         | 4/65 [00:07<01:11,  1.17s/it]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   8%|▊         | 5/65 [00:07<00:54,  1.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):   9%|▉         | 6/65 [00:08<00:49,  1.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  11%|█         | 7/65 [00:08<00:41,  1.40it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  12%|█▏        | 8/65 [00:09<00:37,  1.52it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  14%|█▍        | 9/65 [00:09<00:31,  1.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  15%|█▌        | 10/65 [00:10<00:26,  2.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  17%|█▋        | 11/65 [00:10<00:24,  2.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  18%|█▊        | 12/65 [00:11<00:23,  2.21it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  20%|██        | 13/65 [00:11<00:23,  2.20it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  22%|██▏       | 14/65 [00:11<00:23,  2.16it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  23%|██▎       | 15/65 [00:12<00:22,  2.19it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  25%|██▍       | 16/65 [00:13<00:24,  2.02it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  26%|██▌       | 17/65 [00:13<00:25,  1.89it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  28%|██▊       | 18/65 [00:14<00:24,  1.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  29%|██▉       | 19/65 [00:14<00:24,  1.91it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  31%|███       | 20/65 [00:15<00:25,  1.80it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  32%|███▏      | 21/65 [00:15<00:26,  1.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  34%|███▍      | 22/65 [00:16<00:26,  1.60it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  35%|███▌      | 23/65 [00:17<00:24,  1.72it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  37%|███▋      | 24/65 [00:17<00:19,  2.10it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  38%|███▊      | 25/65 [00:17<00:18,  2.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  40%|████      | 26/65 [00:17<00:14,  2.70it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  42%|████▏     | 27/65 [00:18<00:11,  3.30it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  43%|████▎     | 28/65 [00:18<00:09,  3.92it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  45%|████▍     | 29/65 [00:18<00:07,  4.59it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  46%|████▌     | 30/65 [00:18<00:06,  5.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  48%|████▊     | 31/65 [00:18<00:06,  5.66it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  49%|████▉     | 32/65 [00:18<00:05,  6.04it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  51%|█████     | 33/65 [00:18<00:04,  6.44it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  52%|█████▏    | 34/65 [00:19<00:04,  6.56it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  54%|█████▍    | 35/65 [00:19<00:04,  6.85it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  55%|█████▌    | 36/65 [00:19<00:04,  7.05it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  57%|█████▋    | 37/65 [00:19<00:04,  6.96it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  58%|█████▊    | 38/65 [00:19<00:03,  7.14it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  60%|██████    | 39/65 [00:19<00:03,  7.11it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  62%|██████▏   | 40/65 [00:19<00:03,  6.29it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  63%|██████▎   | 41/65 [00:20<00:03,  6.23it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  65%|██████▍   | 42/65 [00:20<00:03,  6.15it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  66%|██████▌   | 43/65 [00:20<00:03,  6.08it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  68%|██████▊   | 44/65 [00:20<00:03,  6.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  69%|██████▉   | 45/65 [00:20<00:03,  6.07it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  71%|███████   | 46/65 [00:20<00:03,  6.17it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  72%|███████▏  | 47/65 [00:21<00:02,  6.40it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  74%|███████▍  | 48/65 [00:21<00:02,  6.01it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  75%|███████▌  | 49/65 [00:21<00:02,  6.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  77%|███████▋  | 50/65 [00:21<00:02,  6.77it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  78%|███████▊  | 51/65 [00:21<00:01,  7.49it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  82%|████████▏ | 53/65 [00:21<00:01,  8.50it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  83%|████████▎ | 54/65 [00:21<00:01,  8.81it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  85%|████████▍ | 55/65 [00:22<00:01,  9.09it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  86%|████████▌ | 56/65 [00:22<00:01,  8.38it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  88%|████████▊ | 57/65 [00:22<00:00,  8.78it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  91%|█████████ | 59/65 [00:22<00:00,  9.22it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  92%|█████████▏| 60/65 [00:22<00:00,  8.67it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  94%|█████████▍| 61/65 [00:22<00:00,  8.93it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95):  97%|█████████▋| 63/65 [00:22<00:00,  9.35it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  9.88it/s]
                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)     Mask(P          R      mAP50  mAP50-95): 100%|██████████| 65/65 [00:23<00:00,  2.79it/s]
-                   all        519        519      0.974      0.956      0.984      0.744      0.976      0.958      0.987      0.716
-
-      Epoch    GPU_mem   box_loss   seg_loss   cls_loss   dfl_loss  Instances       Size
-
  0%|          | 0/519 [00:00<?, ?it/s]
      48/80      0.94G     0.7476      1.605     0.5786      1.055         15        640:   0%|          | 0/519 [00:02<?, ?it/s]
      48/80      0.94G     0.7476      1.605     0.5786      1.055         15        640:   0%|          | 1/519 [00:02<17:32,  2.03s/it]
      48/80      0.94G     0.8178       1.59     0.7099       1.11         13        640:   0%|          | 1/519 [00:03<17:32,  2.03s/it]
      48/80      0.94G     0.8178       1.59     0.7099       1.11         13        640:   0%|          | 2/519 [00:03<14:37,  1.70s/it]
      48/80      0.94G     0.8895      1.525     0.6225      1.169         10        640:   0%|          | 2/519 [00:03<14:37,  1.70s/it]
      48/80      0.94G     0.8895      1.525     0.6225      1.169         10        640:   1%|          | 3/519 [00:03<08:37,  1.00s/it]
      48/80      0.94G     0.9534       1.94     0.6053      1.281          8        640:   1%|          | 3/519 [00:04<08:37,  1.00s/it]
      48/80      0.94G     0.9534       1.94     0.6053      1.281          8        640:   1%|          | 4/519 [00:04<06:26,  1.33it/s]
      48/80      0.94G     0.9621      1.979     0.6228      1.279          9        640:   1%|          | 4/519 [00:04<06:26,  1.33it/s]
      48/80      0.94G     0.9621      1.979     0.6228      1.279          9        640:   1%|          | 5/519 [00:04<05:00,  1.71it/s]
      48/80      0.94G     0.9889      1.941     0.6314      1.289         15        640:   1%|          | 5/519 [00:05<05:00,  1.71it/s]
      48/80      0.94G     0.9889      1.941     0.6314      1.289         15        640:   1%|          | 6/519 [00:05<06:33,  1.30it/s]
      48/80      0.94G     0.9605      1.846     0.6113      1.281          8        640:   1%|          | 6/519 [00:05<06:33,  1.30it/s]
      48/80      0.94G     0.9605      1.846     0.6113      1.281          8        640:   1%|▏         | 7/519 [00:05<05:00,  1.70it/s]
      48/80      0.94G     0.9666      1.806     0.6003      1.255          9        640:   1%|▏         | 7/519 [00:05<05:00,  1.70it/s]
      48/80      0.94G     0.9666      1.806     0.6003      1.255          9        640:   2%|▏         | 8/519 [00:05<04:05,  2.08it/s]
      48/80      0.94G     0.9475      1.734     0.5749      1.242          7        640:   2%|▏         | 8/519 [00:06<04:05,  2.08it/s]
      48/80      0.94G     0.9475      1.734     0.5749      1.242          7        640:   2%|▏         | 9/519 [00:06<03:25,  2.48it/s]
      48/80      0.94G     0.9314      1.713     0.5663       1.23         13        640:   2%|▏         | 9/519 [00:07<03:25,  2.48it/s]
      48/80      0.94G     0.9314      1.713     0.5663       1.23         13        640:   2%|▏         | 10/519 [00:07<05:57,  1.42it/s]
      48/80      0.94G     0.9163       1.64     0.5453      1.224          9        640:   2%|▏         | 10/519 [00:07<05:57,  1.42it/s]
      48/80      0.94G     0.9163       1.64     0.5453      1.224          9        640:   2%|▏         | 11/519 [00:07<04:42,  1.80it/s]
      48/80      0.94G     0.9354      1.633     0.5639      1.239         10        640:   2%|▏         | 11/519 [00:08<04:42,  1.80it/s]
      48/80      0.94G     0.9354      1.633     0.5639      1.239         10        640:   2%|▏         | 12/519 [00:08<03:58,  2.13it/s]
      48/80      0.94G     0.9263      1.606     0.5584      1.225         14        640:   2%|▏         | 12/519 [00:08<03:58,  2.13it/s]
      48/80      0.94G     0.9263      1.606     0.5584      1.225         14        640:   3%|▎         | 13/519 [00:08<03:11,  2.65it/s]
      48/80      0.94G     0.9185      1.608     0.5561      1.215          8        640:   3%|▎         | 13/519 [00:08<03:11,  2.65it/s]
      48/80      0.94G     0.9185      1.608     0.5561      1.215          8        640:   3%|▎         | 14/519 [00:08<03:51,  2.18it/s]
      48/80      0.94G     0.9273      1.635     0.5694      1.224          9        640:   3%|▎         | 14/519 [00:09<03:51,  2.18it/s]
      48/80      0.94G     0.9273      1.635     0.5694      1.224          9        640:   3%|▎         | 15/519 [00:09<03:16,  2.56it/s]
      48/80      0.94G     0.9221      1.606     0.5664      1.214         11        640:   3%|▎         | 15/519 [00:09<03:16,  2.56it/s]
      48/80      0.94G     0.9221      1.606     0.5664      1.214         11        640:   3%|▎         | 16/519 [00:09<02:53,  2.89it/s]
      48/80      0.94G     0.9272      1.623      0.573      1.232          6        640:   3%|▎         | 16/519 [00:09<02:53,  2.89it/s]
      48/80      0.94G     0.9272      1.623      0.573      1.232          6        640:   3%|▎         | 17/519 [00:09<02:38,  3.17it/s]
      48/80      0.94G     0.9275      1.621     0.5748      1.224         12        640:   3%|▎         | 17/519 [00:10<02:38,  3.17it/s]
      48/80      0.94G     0.9275      1.621     0.5748      1.224         12        640:   3%|▎         | 18/519 [00:10<04:48,  1.74it/s]
      48/80      0.94G     0.9262      1.621     0.5715      1.222         10        640:   3%|▎         | 18/519 [00:11<04:48,  1.74it/s]
      48/80      0.94G     0.9262      1.621     0.5715      1.222         10        640:   4%|▎         | 19/519 [00:11<04:03,  2.05it/s]
      48/80      0.94G     0.9316      1.644     0.5765      1.221         12        640:   4%|▎         | 19/519 [00:11<04:03,  2.05it/s]
      48/80      0.94G     0.9316      1.644     0.5765      1.221         12        640:   4%|▍         | 20/519 [00:11<03:39,  2.28it/s]
      48/80      0.94G     0.9361      1.642     0.5778      1.216         14        640:   4%|▍         | 20/519 [00:11<03:39,  2.28it/s]
      48/80      0.94G     0.9361      1.642     0.5778      1.216         14        640:   4%|▍         | 21/519 [00:11<03:08,  2.64it/s]
      48/80      0.94G     0.9385      1.623     0.5762      1.217          9        640:   4%|▍         | 21/519 [00:12<03:08,  2.64it/s]
      48/80      0.94G     0.9385      1.623     0.5762      1.217          9        640:   4%|▍         | 22/519 [00:12<04:39,  1.78it/s]
      48/80      0.94G     0.9269      1.606     0.5655       1.21         11        640:   4%|▍         | 22/519 [00:12<04:39,  1.78it/s]
      48/80      0.94G     0.9269      1.606     0.5655       1.21         11        640:   4%|▍         | 23/519 [00:12<03:51,  2.15it/s]
      48/80      0.94G     0.9228      1.584     0.5709      1.207         11        640:   4%|▍         | 23/519 [00:13<03:51,  2.15it/s]
      48/80      0.94G     0.9228      1.584     0.5709      1.207         11        640:   5%|▍         | 24/519 [00:13<03:21,  2.46it/s]
      48/80      0.94G     0.9213      1.576     0.5671      1.203          8        640:   5%|▍         | 24/519 [00:13<03:21,  2.46it/s]
      48/80      0.94G     0.9213      1.576     0.5671      1.203          8        640:   5%|▍         | 25/519 [00:13<02:51,  2.89it/s]
      48/80      0.94G     0.9205      1.582     0.5678      1.204         13        640:   5%|▍         | 25/519 [00:13<02:51,  2.89it/s]
      48/80      0.94G     0.9205      1.582     0.5678      1.204         13        640:   5%|▌         | 26/519 [00:13<03:23,  2.43it/s]
      48/80      0.94G     0.9101      1.575     0.5643        1.2         11        640:   5%|▌         | 26/519 [00:14<03:23,  2.43it/s]
      48/80      0.94G     0.9101      1.575     0.5643        1.2         11        640:   5%|▌         | 27/519 [00:14<03:06,  2.63it/s]
      48/80      0.94G     0.9011      1.557     0.5586      1.194          7        640:   5%|▌         | 27/519 [00:14<03:06,  2.63it/s]
      48/80      0.94G     0.9011      1.557     0.5586      1.194          7        640:   5%|▌         | 28/519 [00:14<02:35,  3.15it/s]
      48/80      0.94G     0.8994      1.557     0.5596      1.193         14        640:   5%|▌         | 28/519 [00:14<02:35,  3.15it/s]
      48/80      0.94G     0.8994      1.557     0.5596      1.193         14        640:   6%|▌         | 29/519 [00:14<02:20,  3.49it/s]
      48/80      0.94G     0.9017      1.558     0.5573      1.192         10        640:   6%|▌         | 29/519 [00:15<02:20,  3.49it/s]
      48/80      0.94G     0.9017      1.558     0.5573      1.192         10        640:   6%|▌         | 30/519 [00:15<04:41,  1.74it/s]
      48/80      0.94G     0.9042      1.575     0.5547      1.196         10        640:   6%|▌         | 30/519 [00:15<04:41,  1.74it/s]
      48/80      0.94G     0.9042      1.575     0.5547      1.196         10        640:   6%|▌         | 31/519 [00:15<03:45,  2.16it/s]
      48/80      0.94G     0.8989      1.569      0.553      1.192         10        640:   6%|▌         | 31/519 [00:16<03:45,  2.16it/s]
      48/80      0.94G     0.8989      1.569      0.553      1.192         10        640:   6%|▌         | 32/519 [00:16<03:14,  2.50it/s]
      48/80      0.94G     0.9072      1.586     0.5614      1.197          9        640:   6%|▌         | 32/519 [00:16<03:14,  2.50it/s]
      48/80      0.94G     0.9072      1.586     0.5614      1.197          9        640:   6%|▋         | 33/519 [00:16<02:45,  2.93it/s]
      48/80      0.94G      0.913      1.589     0.5631      1.201          6        640:   6%|▋         | 33/519 [00:17<02:45,  2.93it/s]
      48/80      0.94G      0.913      1.589     0.5631      1.201          6        640:   7%|▋         | 34/519 [00:17<04:56,  1.64it/s]
      48/80      0.94G     0.9155      1.588      0.569      1.206         10        640:   7%|▋         | 34/519 [00:17<04:56,  1.64it/s]
      48/80      0.94G     0.9155      1.588      0.569      1.206         10        640:   7%|▋         | 35/519 [00:17<04:04,  1.98it/s]
      48/80      0.94G     0.9143      1.577     0.5654      1.207         10        640:   7%|▋         | 35/519 [00:18<04:04,  1.98it/s]
      48/80      0.94G     0.9143      1.577     0.5654      1.207         10        640:   7%|▋         | 36/519 [00:18<03:41,  2.18it/s]
      48/80      0.94G     0.9109       1.58     0.5654      1.205         10        640:   7%|▋         | 36/519 [00:18<03:41,  2.18it/s]
      48/80      0.94G     0.9109       1.58     0.5654      1.205         10        640:   7%|▋         | 37/519 [00:18<03:13,  2.49it/s]
      48/80      0.94G      0.908      1.574     0.5651      1.204         13        640:   7%|▋         | 37/519 [00:19<03:13,  2.49it/s]
      48/80      0.94G      0.908      1.574     0.5651      1.204         13        640:   7%|▋         | 38/519 [00:19<05:11,  1.54it/s]
      48/80      0.94G     0.9028      1.573     0.5677      1.204         10        640:   7%|▋         | 38/519 [00:20<05:11,  1.54it/s]
      48/80      0.94G     0.9028      1.573     0.5677      1.204         10        640:   8%|▊         | 39/519 [00:20<04:18,  1.86it/s]
      48/80      0.94G     0.8971      1.568     0.5654      1.202         13        640:   8%|▊         | 39/519 [00:20<04:18,  1.86it/s]
      48/80      0.94G     0.8971      1.568     0.5654      1.202         13        640:   8%|▊         | 40/519 [00:20<03:32,  2.25it/s]
      48/80      0.94G     0.8971      1.572     0.5661        1.2         11        640:   8%|▊         | 40/519 [00:20<03:32,  2.25it/s]
      48/80      0.94G     0.8971      1.572     0.5661        1.2         11        640:   8%|▊         | 41/519 [00:20<02:59,  2.67it/s]
      48/80      0.94G      0.904      1.582     0.5683      1.208          9        640:   8%|▊         | 41/519 [00:21<02:59,  2.67it/s]
      48/80      0.94G      0.904      1.582     0.5683      1.208          9        640:   8%|▊         | 42/519 [00:21<04:41,  1.69it/s]
      48/80      0.94G     0.9054      1.575     0.5658      1.207         11        640:   8%|▊         | 42/519 [00:21<04:41,  1.69it/s]
      48/80      0.94G     0.9054      1.575     0.5658      1.207         11        640:   8%|▊         | 43/519 [00:21<03:49,  2.07it/s]
      48/80      0.94G     0.9067      1.574     0.5671      1.208          9        640:   8%|▊         | 43/519 [00:22<03:49,  2.07it/s]
      48/80      0.94G     0.9067      1.574     0.5671      1.208          9        640:   8%|▊         | 44/519 [00:22<03:51,  2.05it/s]
      48/80      0.94G     0.9029      1.563     0.5649      1.207         12        640:   8%|▊         | 44/519 [00:22<03:51,  2.05it/s]
      48/80      0.94G     0.9029      1.563     0.5649      1.207         12        640:   9%|▊         | 45/519 [00:22<03:10,  2.48it/s]
      48/80      0.94G     0.9037       1.55     0.5619      1.206          8        640:   9%|▊         | 45/519 [00:23<03:10,  2.48it/s]
      48/80      0.94G     0.9037       1.55     0.5619      1.206          8        640:   9%|▉         | 46/519 [00:23<04:11,  1.88it/s]
      48/80      0.94G     0.9075      1.556     0.5671      1.211          9        640:   9%|▉         | 46/519 [00:23<04:11,  1.88it/s]
      48/80      0.94G     0.9075      1.556     0.5671      1.211          9        640:   9%|▉         | 47/519 [00:23<03:25,  2.29it/s]
      48/80      0.94G     0.9057      1.551     0.5646      1.211          9        640:   9%|▉         | 47/519 [00:24<03:25,  2.29it/s]
      48/80      0.94G     0.9057      1.551     0.5646      1.211          9        640:   9%|▉         | 48/519 [00:24<05:05,  1.54it/s]
      48/80      0.94G     0.9059      1.559     0.5625      1.212         13        640:   9%|▉         | 48/519 [00:24<05:05,  1.54it/s]
      48/80      0.94G     0.9059      1.559     0.5625      1.212         13        640:   9%|▉         | 49/519 [00:24<04:10,  1.88it/s]
      48/80      0.94G      0.901      1.544     0.5588      1.207          8        640:   9%|▉         | 49/519 [00:25<04:10,  1.88it/s]
      48/80      0.94G      0.901      1.544     0.5588      1.207          8        640:  10%|▉         | 50/519 [00:25<03:30,  2.22it/s]
      48/80      0.94G     0.8946      1.535      0.555      1.203         14        640:  10%|▉         | 50/519 [00:25<03:30,  2.22it/s]
      48/80      0.94G     0.8946      1.535      0.555      1.203         14        640:  10%|▉         | 51/519 [00:25<03:00,  2.59it/s]
      48/80      0.94G     0.8932      1.531     0.5569      1.202          8        640:  10%|▉         | 51/519 [00:26<03:00,  2.59it/s]
      48/80      0.94G     0.8932      1.531     0.5569      1.202          8        640:  10%|█         | 52/519 [00:26<04:27,  1.75it/s]
      48/80      0.94G     0.8923      1.525      0.559        1.2         11        640:  10%|█         | 52/519 [00:26<04:27,  1.75it/s]
      48/80      0.94G     0.8923      1.525      0.559        1.2         11        640:  10%|█         | 53/519 [00:26<03:40,  2.11it/s]
      48/80      0.94G     0.8918      1.523     0.5593      1.199         15        640:  10%|█         | 53/519 [00:26<03:40,  2.11it/s]
      48/80      0.94G     0.8918      1.523     0.5593      1.199         15        640:  10%|█         | 54/519 [00:26<03:09,  2.45it/s]
      48/80      0.94G     0.8967      1.527     0.5621      1.201         10        640:  10%|█         | 54/519 [00:27<03:09,  2.45it/s]
      48/80      0.94G     0.8967      1.527     0.5621      1.201         10        640:  11%|█         | 55/519 [00:27<02:39,  2.91it/s]
      48/80      0.94G     0.8963      1.521     0.5589      1.199          9        640:  11%|█         | 55/519 [00:27<02:39,  2.91it/s]
      48/80      0.94G     0.8963      1.521     0.5589      1.199          9        640:  11%|█         | 56/519 [00:27<02:57,  2.61it/s]
      48/80      0.94G     0.9058      1.529     0.5624      1.203         10        640:  11%|█         | 56/519 [00:27<02:57,  2.61it/s]
      48/80      0.94G     0.9058      1.529     0.5624      1.203         10        640:  11%|█         | 57/519 [00:27<02:28,  3.12it/s]
      48/80      0.94G     0.9024      1.523     0.5607        1.2          9        640:  11%|█         | 57/519 [00:28<02:28,  3.12it/s]
      48/80      0.94G     0.9024      1.523     0.5607        1.2          9        640:  11%|█         | 58/519 [00:28<02:53,  2.66it/s]
      48/80      0.94G     0.9002      1.523     0.5596      1.198         11        640:  11%|█         | 58/519 [00:28<02:53,  2.66it/s]
      48/80      0.94G     0.9002      1.523     0.5596      1.198         11        640:  11%|█▏        | 59/519 [00:28<02:32,  3.02it/s]
      48/80      0.94G     0.9038      1.533     0.5631      1.199          9        640:  11%|█▏        | 59/519 [00:29<02:32,  3.02it/s]
      48/80      0.94G     0.9038      1.533     0.5631      1.199          9        640:  12%|█▏        | 60/519 [00:29<04:45,  1.61it/s]
      48/80      0.94G      0.899      1.527     0.5606      1.195         11        640:  12%|█▏        | 60/519 [00:30<04:45,  1.61it/s]
      48/80      0.94G      0.899      1.527     0.5606      1.195         11        640:  12%|█▏        | 61/519 [00:30<03:53,  1.96it/s]
      48/80      0.94G     0.9017      1.526     0.5627      1.198         10        640:  12%|█▏        | 61/519 [00:30<03:53,  1.96it/s]
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      48/80      0.94G     0.8958      1.517     0.5785      1.189          9        640:  36%|███▌      | 188/519 [01:30<02:15,  2.43it/s]
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      48/80      0.94G     0.8945      1.514     0.5782      1.188          9        640:  36%|███▋      | 189/519 [01:30<02:49,  1.95it/s]
      48/80      0.94G     0.8945      1.514     0.5782      1.188          9        640:  37%|███▋      | 190/519 [01:30<02:28,  2.21it/s]
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      48/80      0.94G     0.8937      1.513      0.578      1.187          7        640:  37%|███▋      | 191/519 [01:31<02:38,  2.08it/s]
      48/80      0.94G     0.8942      1.514     0.5783      1.187         13        640:  37%|███▋      | 191/519 [01:31<02:38,  2.08it/s]
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      48/80      0.94G     0.8933      1.513     0.5767      1.186          9        640:  38%|███▊      | 195/519 [01:33<03:13,  1.68it/s]
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      48/80      0.94G     0.8973      1.517       0.58      1.191          5        640:  38%|███▊      | 199/519 [01:35<04:00,  1.33it/s]
      48/80      0.94G     0.8973      1.517       0.58      1.191          5        640:  39%|███▊      | 200/519 [01:35<03:08,  1.69it/s]
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      48/80      0.94G     0.9007      1.524     0.5792      1.189          7        640:  41%|████      | 211/519 [01:41<03:06,  1.65it/s]
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      48/80      0.94G     0.9024      1.526     0.5808       1.19         14        640:  41%|████      | 213/519 [01:41<02:16,  2.24it/s]
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      48/80      0.94G     0.9041      1.529     0.5806      1.191         10        640:  43%|████▎     | 224/519 [01:45<01:59,  2.46it/s]
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      48/80      0.94G     0.9025       1.54     0.5813      1.188         10        640:  46%|████▌     | 239/519 [01:53<02:33,  1.82it/s]
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      48/80      0.94G     0.9031       1.54     0.5817      1.188         13        640:  48%|████▊     | 248/519 [01:57<02:16,  1.99it/s]
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      48/80      0.94G      0.903      1.538     0.5813      1.187         12        640:  48%|████▊     | 251/519 [01:58<02:05,  2.13it/s]
      48/80      0.94G      0.903      1.538     0.5813      1.187         12        640:  49%|████▊     | 252/519 [01:58<01:43,  2.57it/s]
      48/80      0.94G     0.9018      1.538      0.581      1.187          8        640:  49%|████▊     | 252/519 [01:58<01:43,  2.57it/s]
      48/80      0.94G     0.9018      1.538      0.581      1.187          8        640:  49%|████▊     | 253/519 [01:58<01:33,  2.86it/s]
      48/80      0.94G     0.9011      1.536     0.5805      1.187         12        640:  49%|████▊     | 253/519 [01:59<01:33,  2.86it/s]
      48/80      0.94G     0.9011      1.536     0.5805      1.187         12        640:  49%|████▉     | 254/519 [01:59<01:20,  3.31it/s]
      48/80      0.94G     0.9015      1.537     0.5806      1.187          7        640:  49%|████▉     | 254/519 [02:00<01:20,  3.31it/s]
      48/80      0.94G     0.9015      1.537     0.5806      1.187          7        640:  49%|████▉     | 255/519 [02:00<02:24,  1.83it/s]
      48/80      0.94G     0.9018      1.539     0.5819      1.187          7        640:  49%|████▉     | 255/519 [02:00<02:24,  1.83it/s]
      48/80      0.94G     0.9018      1.539     0.5819      1.187          7        640:  49%|████▉     | 256/519 [02:00<02:00,  2.18it/s]
      48/80      0.94G     0.9014      1.537     0.5816      1.187         12        640:  49%|████▉     | 256/519 [02:00<02:00,  2.18it/s]
      48/80      0.94G     0.9014      1.537     0.5816      1.187         12        640:  50%|████▉     | 257/519 [02:00<01:44,  2.50it/s]
      48/80      0.94G     0.9016      1.541     0.5816      1.186         11        640:  50%|████▉     | 257/519 [02:00<01:44,  2.50it/s]
      48/80      0.94G     0.9016      1.541     0.5816      1.186         11        640:  50%|████▉     | 258/519 [02:00<01:27,  2.99it/s]
      48/80      0.94G     0.9014      1.542     0.5823      1.187          5        640:  50%|████▉     | 258/519 [02:01<01:27,  2.99it/s]
      48/80      0.94G     0.9014      1.542     0.5823      1.187          5        640:  50%|████▉     | 259/519 [02:01<02:25,  1.79it/s]
      48/80      0.94G     0.9027      1.544     0.5824      1.187          9        640:  50%|████▉     | 259/519 [02:02<02:25,  1.79it/s]
      48/80      0.94G     0.9027      1.544     0.5824      1.187          9        640:  50%|█████     | 260/519 [02:02<02:02,  2.11it/s]
      48/80      0.94G     0.9023      1.544      0.582      1.187          9        640:  50%|█████     | 260/519 [02:02<02:02,  2.11it/s]
      48/80      0.94G     0.9023      1.544      0.582      1.187          9        640:  50%|█████     | 261/519 [02:02<01:47,  2.39it/s]
      48/80      0.94G     0.9028      1.544     0.5815      1.188          8        640:  50%|█████     | 261/519 [02:02<01:47,  2.39it/s]
      48/80      0.94G     0.9028      1.544     0.5815      1.188          8        640:  50%|█████     | 262/519 [02:02<01:32,  2.77it/s]
      48/80      0.94G      0.904      1.543     0.5824      1.189          8        640:  50%|█████     | 262/519 [02:03<01:32,  2.77it/s]
      48/80      0.94G      0.904      1.543     0.5824      1.189          8        640:  51%|█████     | 263/519 [02:03<02:32,  1.68it/s]
      48/80      0.94G      0.903      1.542     0.5823      1.188         10        640:  51%|█████     | 263/519 [02:04<02:32,  1.68it/s]
      48/80      0.94G      0.903      1.542     0.5823      1.188         10        640:  51%|█████     | 264/519 [02:04<02:03,  2.06it/s]
      48/80      0.94G     0.9024      1.541     0.5821      1.188          9        640:  51%|█████     | 264/519 [02:04<02:03,  2.06it/s]
      48/80      0.94G     0.9024      1.541     0.5821      1.188          9        640:  51%|█████     | 265/519 [02:04<01:44,  2.43it/s]
      48/80      0.94G     0.9029      1.546      0.583      1.189          7        640:  51%|█████     | 265/519 [02:04<01:44,  2.43it/s]
      48/80      0.94G     0.9029      1.546      0.583      1.189          7        640:  51%|█████▏    | 266/519 [02:04<01:29,  2.83it/s]
      48/80      0.94G     0.9027      1.549     0.5834      1.189          9        640:  51%|█████▏    | 266/519 [02:05<01:29,  2.83it/s]
      48/80      0.94G     0.9027      1.549     0.5834      1.189          9        640:  51%|█████▏    | 267/519 [02:05<02:06,  2.00it/s]
      48/80      0.94G      0.904      1.552      0.584       1.19          9        640:  51%|█████▏    | 267/519 [02:05<02:06,  2.00it/s]
      48/80      0.94G      0.904      1.552      0.584       1.19          9        640:  52%|█████▏    | 268/519 [02:05<01:44,  2.40it/s]
      48/80      0.94G     0.9063      1.554     0.5848      1.191          9        640:  52%|█████▏    | 268/519 [02:05<01:44,  2.40it/s]
      48/80      0.94G     0.9063      1.554     0.5848      1.191          9        640:  52%|█████▏    | 269/519 [02:05<01:31,  2.74it/s]
      48/80      0.94G     0.9063      1.557     0.5846      1.192         11        640:  52%|█████▏    | 269/519 [02:06<01:31,  2.74it/s]
      48/80      0.94G     0.9063      1.557     0.5846      1.192         11        640:  52%|█████▏    | 270/519 [02:06<01:20,  3.09it/s]
      48/80      0.94G     0.9064      1.556     0.5845      1.192         12        640:  52%|█████▏    | 270/519 [02:07<01:20,  3.09it/s]
      48/80      0.94G     0.9064      1.556     0.5845      1.192         12        640:  52%|█████▏    | 271/519 [02:07<02:27,  1.68it/s]
      48/80      0.94G     0.9066      1.556      0.585      1.192         12        640:  52%|█████▏    | 271/519 [02:07<02:27,  1.68it/s]
      48/80      0.94G     0.9066      1.556      0.585      1.192         12        640:  52%|█████▏    | 272/519 [02:07<01:58,  2.09it/s]
      48/80      0.94G     0.9078      1.557     0.5858      1.193         12        640:  52%|█████▏    | 272/519 [02:07<01:58,  2.09it/s]
      48/80      0.94G     0.9078      1.557     0.5858      1.193         12        640:  53%|█████▎    | 273/519 [02:07<01:42,  2.39it/s]
      48/80      0.94G     0.9078      1.558     0.5864      1.193         10        640:  53%|█████▎    | 273/519 [02:08<01:42,  2.39it/s]
      48/80      0.94G     0.9078      1.558     0.5864      1.193         10        640:  53%|█████▎    | 274/519 [02:08<01:28,  2.77it/s]
      48/80      0.94G     0.9087      1.559     0.5869      1.194          8        640:  53%|█████▎    | 274/519 [02:08<01:28,  2.77it/s]
      48/80      0.94G     0.9087      1.559     0.5869      1.194          8        640:  53%|█████▎    | 275/519 [02:08<02:02,  2.00it/s]
      48/80      0.94G     0.9082      1.559     0.5874      1.194          5        640:  53%|█████▎    | 275/519 [02:09<02:02,  2.00it/s]
      48/80      0.94G     0.9082      1.559     0.5874      1.194          5        640:  53%|█████▎    | 276/519 [02:09<01:45,  2.31it/s]
      48/80      0.94G     0.9073      1.557     0.5866      1.193         11        640:  53%|█████▎    | 276/519 [02:09<01:45,  2.31it/s]
      48/80      0.94G     0.9073      1.557     0.5866      1.193         11        640:  53%|█████▎    | 277/519 [02:09<01:35,  2.54it/s]
      48/80      0.94G     0.9073      1.559     0.5868      1.193         10        640:  53%|█████▎    | 277/519 [02:09<01:35,  2.54it/s]
      48/80      0.94G     0.9073      1.559     0.5868      1.193         10        640:  54%|█████▎    | 278/519 [02:09<01:24,  2.85it/s]
      48/80      0.94G     0.9077       1.56     0.5869      1.194         11        640:  54%|█████▎    | 278/519 [02:10<01:24,  2.85it/s]
      48/80      0.94G     0.9077       1.56     0.5869      1.194         11        640:  54%|█████▍    | 279/519 [02:10<02:11,  1.82it/s]
      48/80      0.94G     0.9078      1.559     0.5862      1.194         13        640:  54%|█████▍    | 279/519 [02:10<02:11,  1.82it/s]
      48/80      0.94G     0.9078      1.559     0.5862      1.194         13        640:  54%|█████▍    | 280/519 [02:10<01:47,  2.22it/s]
      48/80      0.94G     0.9071      1.559     0.5857      1.194         12        640:  54%|█████▍    | 280/519 [02:11<01:47,  2.22it/s]
      48/80      0.94G     0.9071      1.559     0.5857      1.194         12        640:  54%|█████▍    | 281/519 [02:11<01:35,  2.50it/s]
      48/80      0.94G     0.9066      1.557     0.5851      1.194          9        640:  54%|█████▍    | 281/519 [02:11<01:35,  2.50it/s]
      48/80      0.94G     0.9066      1.557     0.5851      1.194          9        640:  54%|█████▍    | 282/519 [02:11<01:22,  2.87it/s]
      48/80      0.94G     0.9062      1.557     0.5847      1.193          8        640:  54%|█████▍    | 282/519 [02:12<01:22,  2.87it/s]
      48/80      0.94G     0.9062      1.557     0.5847      1.193          8        640:  55%|█████▍    | 283/519 [02:12<01:47,  2.19it/s]
      48/80      0.94G     0.9068      1.557     0.5844      1.193         10        640:  55%|█████▍    | 283/519 [02:12<01:47,  2.19it/s]
      48/80      0.94G     0.9068      1.557     0.5844      1.193         10        640:  55%|█████▍    | 284/519 [02:12<01:34,  2.48it/s]
      48/80      0.94G     0.9072      1.558     0.5841      1.193         10        640:  55%|█████▍    | 284/519 [02:12<01:34,  2.48it/s]
      48/80      0.94G     0.9072      1.558     0.5841      1.193         10        640:  55%|█████▍    | 285/519 [02:12<01:20,  2.92it/s]
      48/80      0.94G     0.9075      1.558     0.5851      1.194         14        640:  55%|█████▍    | 285/519 [02:12<01:20,  2.92it/s]
      48/80      0.94G     0.9075      1.558     0.5851      1.194         14        640:  55%|█████▌    | 286/519 [02:12<01:14,  3.12it/s]
      48/80      0.94G     0.9084      1.558     0.5855      1.194          7        640:  55%|█████▌    | 286/519 [02:13<01:14,  3.12it/s]
      48/80      0.94G     0.9084      1.558     0.5855      1.194          7        640:  55%|█████▌    | 287/519 [02:13<01:40,  2.31it/s]
      48/80      0.94G     0.9087      1.559     0.5861      1.195          8        640:  55%|█████▌    | 287/519 [02:13<01:40,  2.31it/s]
      48/80      0.94G     0.9087      1.559     0.5861      1.195          8        640:  55%|█████▌    | 288/519 [02:13<01:33,  2.46it/s]
      48/80      0.94G     0.9088      1.558     0.5858      1.194          8        640:  55%|█████▌    | 288/519 [02:14<01:33,  2.46it/s]
      48/80      0.94G     0.9088      1.558     0.5858      1.194          8        640:  56%|█████▌    | 289/519 [02:14<01:19,  2.89it/s]
      48/80      0.94G     0.9092      1.557     0.5861      1.194         11        640:  56%|█████▌    | 289/519 [02:15<01:19,  2.89it/s]
      48/80      0.94G     0.9092      1.557     0.5861      1.194         11        640:  56%|█████▌    | 290/519 [02:15<02:02,  1.88it/s]
      48/80      0.94G     0.9093      1.556     0.5858      1.194          7        640:  56%|█████▌    | 290/519 [02:16<02:02,  1.88it/s]
      48/80      0.94G     0.9093      1.556     0.5858      1.194          7        640:  56%|█████▌    | 291/519 [02:16<02:25,  1.57it/s]
      48/80      0.94G     0.9088      1.555     0.5851      1.194          7        640:  56%|█████▌    | 291/519 [02:16<02:25,  1.57it/s]
      48/80      0.94G     0.9088      1.555     0.5851      1.194          7        640:  56%|█████▋    | 292/519 [02:16<02:04,  1.83it/s]
      48/80      0.94G     0.9097      1.554     0.5849      1.194          7        640:  56%|█████▋    | 292/519 [02:16<02:04,  1.83it/s]
      48/80      0.94G     0.9097      1.554     0.5849      1.194          7        640:  56%|█████▋    | 293/519 [02:16<01:48,  2.08it/s]
      48/80      0.94G     0.9106      1.555     0.5851      1.195          9        640:  56%|█████▋    | 293/519 [02:16<01:48,  2.08it/s]
      48/80      0.94G     0.9106      1.555     0.5851      1.195          9        640:  57%|█████▋    | 294/519 [02:16<01:28,  2.53it/s]
      48/80      0.94G     0.9109      1.556     0.5848      1.195         10        640:  57%|█████▋    | 294/519 [02:17<01:28,  2.53it/s]
      48/80      0.94G     0.9109      1.556     0.5848      1.195         10        640:  57%|█████▋    | 295/519 [02:17<01:23,  2.68it/s]
      48/80      0.94G     0.9113      1.557      0.585      1.195         10        640:  57%|█████▋    | 295/519 [02:18<01:23,  2.68it/s]
      48/80      0.94G     0.9113      1.557      0.585      1.195         10        640:  57%|█████▋    | 296/519 [02:18<02:07,  1.75it/s]
      48/80      0.94G     0.9111      1.558     0.5855      1.195         10        640:  57%|█████▋    | 296/519 [02:18<02:07,  1.75it/s]
      48/80      0.94G     0.9111      1.558     0.5855      1.195         10        640:  57%|█████▋    | 297/519 [02:18<01:46,  2.08it/s]
      48/80      0.94G     0.9108      1.556     0.5853      1.195          8        640:  57%|█████▋    | 297/519 [02:18<01:46,  2.08it/s]
      48/80      0.94G     0.9108      1.556     0.5853      1.195          8        640:  57%|█████▋    | 298/519 [02:18<01:29,  2.47it/s]
      48/80      0.94G     0.9113      1.557     0.5856      1.195          8        640:  57%|█████▋    | 298/519 [02:18<01:29,  2.47it/s]
      48/80      0.94G     0.9113      1.557     0.5856      1.195          8        640:  58%|█████▊    | 299/519 [02:18<01:16,  2.88it/s]
      48/80      0.94G     0.9109      1.556      0.585      1.195         12        640:  58%|█████▊    | 299/519 [02:20<01:16,  2.88it/s]
      48/80      0.94G     0.9109      1.556      0.585      1.195         12        640:  58%|█████▊    | 300/519 [02:20<02:48,  1.30it/s]
      48/80      0.94G     0.9119      1.554     0.5849      1.195          9        640:  58%|█████▊    | 300/519 [02:20<02:48,  1.30it/s]
      48/80      0.94G     0.9119      1.554     0.5849      1.195          9        640:  58%|█████▊    | 301/519 [02:20<02:11,  1.65it/s]
      48/80      0.94G     0.9114      1.554     0.5846      1.195         11        640:  58%|█████▊    | 301/519 [02:21<02:11,  1.65it/s]
      48/80      0.94G     0.9114      1.554     0.5846      1.195         11        640:  58%|█████▊    | 302/519 [02:21<01:45,  2.07it/s]
      48/80      0.94G     0.9111      1.553     0.5842      1.195         14        640:  58%|█████▊    | 302/519 [02:21<01:45,  2.07it/s]
      48/80      0.94G     0.9111      1.553     0.5842      1.195         14        640:  58%|█████▊    | 303/519 [02:21<01:30,  2.39it/s]
      48/80      0.94G     0.9104      1.552     0.5836      1.194          8        640:  58%|█████▊    | 303/519 [02:22<01:30,  2.39it/s]
      48/80      0.94G     0.9104      1.552     0.5836      1.194          8        640:  59%|█████▊    | 304/519 [02:22<02:19,  1.54it/s]
      48/80      0.94G     0.9102       1.55      0.583      1.194          8        640:  59%|█████▊    | 304/519 [02:22<02:19,  1.54it/s]
      48/80      0.94G     0.9102       1.55      0.583      1.194          8        640:  59%|█████▉    | 305/519 [02:22<01:48,  1.97it/s]
      48/80      0.94G     0.9105       1.55     0.5839      1.194         13        640:  59%|█████▉    | 305/519 [02:22<01:48,  1.97it/s]
      48/80      0.94G     0.9105       1.55     0.5839      1.194         13        640:  59%|█████▉    | 306/519 [02:22<01:29,  2.39it/s]
      48/80      0.94G     0.9098      1.549      0.584      1.194          8        640:  59%|█████▉    | 306/519 [02:23<01:29,  2.39it/s]
      48/80      0.94G     0.9098      1.549      0.584      1.194          8        640:  59%|█████▉    | 307/519 [02:23<01:18,  2.69it/s]
      48/80      0.94G     0.9103      1.551     0.5852      1.195         10        640:  59%|█████▉    | 307/519 [02:24<01:18,  2.69it/s]
      48/80      0.94G     0.9103      1.551     0.5852      1.195         10        640:  59%|█████▉    | 308/519 [02:24<02:34,  1.36it/s]
      48/80      0.94G     0.9114      1.553      0.585      1.197          5        640:  59%|█████▉    | 308/519 [02:25<02:34,  1.36it/s]
      48/80      0.94G     0.9114      1.553      0.585      1.197          5        640:  60%|█████▉    | 309/519 [02:25<02:02,  1.71it/s]
      48/80      0.94G     0.9105      1.551     0.5842      1.196         14        640:  60%|█████▉    | 309/519 [02:25<02:02,  1.71it/s]
      48/80      0.94G     0.9105      1.551     0.5842      1.196         14        640:  60%|█████▉    | 310/519 [02:25<01:40,  2.09it/s]
      48/80      0.94G     0.9111      1.552     0.5844      1.196          7        640:  60%|█████▉    | 310/519 [02:25<01:40,  2.09it/s]
      48/80      0.94G     0.9111      1.552     0.5844      1.196          7        640:  60%|█████▉    | 311/519 [02:25<01:24,  2.47it/s]
      48/80      0.94G     0.9116      1.551     0.5848      1.196         12        640:  60%|█████▉    | 311/519 [02:26<01:24,  2.47it/s]
      48/80      0.94G     0.9116      1.551     0.5848      1.196         12        640:  60%|██████    | 312/519 [02:26<02:23,  1.44it/s]
      48/80      0.94G     0.9117      1.553     0.5851      1.197          7        640:  60%|██████    | 312/519 [02:27<02:23,  1.44it/s]
      48/80      0.94G     0.9117      1.553     0.5851      1.197          7        640:  60%|██████    | 313/519 [02:27<01:55,  1.79it/s]
      48/80      0.94G     0.9118      1.554     0.5853      1.197         10        640:  60%|██████    | 313/519 [02:27<01:55,  1.79it/s]
      48/80      0.94G     0.9118      1.554     0.5853      1.197         10        640:  61%|██████    | 314/519 [02:27<01:34,  2.16it/s]
      48/80      0.94G     0.9112      1.552     0.5846      1.198          5        640:  61%|██████    | 314/519 [02:27<01:34,  2.16it/s]
      48/80      0.94G     0.9112      1.552     0.5846      1.198          5        640:  61%|██████    | 315/519 [02:27<01:21,  2.50it/s]
      48/80      0.94G      0.912      1.553     0.5848      1.198         10        640:  61%|██████    | 315/519 [02:28<01:21,  2.50it/s]
      48/80      0.94G      0.912      1.553     0.5848      1.198         10        640:  61%|██████    | 316/519 [02:28<02:01,  1.68it/s]
      48/80      0.94G     0.9128      1.552     0.5848      1.198         12        640:  61%|██████    | 316/519 [02:28<02:01,  1.68it/s]
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      48/80      0.94G     0.9127      1.552     0.5847      1.198         11        640:  61%|██████    | 317/519 [02:29<01:43,  1.95it/s]
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      48/80      0.94G     0.9128      1.552     0.5843      1.198          9        640:  61%|██████▏   | 318/519 [02:29<01:24,  2.38it/s]
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      48/80      0.94G     0.9152      1.555     0.5852      1.199          8        640:  62%|██████▏   | 324/519 [02:32<01:46,  1.82it/s]
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      48/80      0.94G     0.9152      1.555     0.5849      1.199          9        640:  63%|██████▎   | 326/519 [02:32<01:11,  2.68it/s]
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      48/80      0.94G     0.9168      1.557     0.5852        1.2          6        640:  63%|██████▎   | 327/519 [02:33<01:03,  3.00it/s]
      48/80      0.94G     0.9168      1.557     0.5852        1.2          6        640:  63%|██████▎   | 328/519 [02:33<01:53,  1.68it/s]
      48/80      0.94G     0.9163      1.557     0.5849        1.2         13        640:  63%|██████▎   | 328/519 [02:34<01:53,  1.68it/s]
      48/80      0.94G     0.9163      1.557     0.5849        1.2         13        640:  63%|██████▎   | 329/519 [02:34<01:32,  2.05it/s]
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      48/80      0.94G     0.9156      1.557     0.5849        1.2         13        640:  64%|██████▎   | 330/519 [02:34<01:17,  2.43it/s]
      48/80      0.94G     0.9146      1.557     0.5846      1.199         11        640:  64%|██████▎   | 330/519 [02:34<01:17,  2.43it/s]
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      48/80      0.94G     0.9159      1.558     0.5849        1.2          9        640:  64%|██████▍   | 331/519 [02:35<01:08,  2.75it/s]
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      48/80      0.94G     0.9149      1.558     0.5842      1.199         12        640:  64%|██████▍   | 334/519 [02:36<01:18,  2.36it/s]
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      48/80      0.94G     0.9151      1.558     0.5839      1.199          6        640:  65%|██████▍   | 336/519 [02:37<01:30,  2.02it/s]
      48/80      0.94G     0.9147      1.559     0.5837      1.198          9        640:  65%|██████▍   | 336/519 [02:37<01:30,  2.02it/s]
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      48/80      0.94G     0.9153      1.559     0.5839      1.199         12        640:  65%|██████▌   | 338/519 [02:38<01:06,  2.72it/s]
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      48/80      0.94G     0.9161      1.558      0.584      1.199          6        640:  66%|██████▌   | 342/519 [02:39<01:30,  1.96it/s]
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      48/80      0.94G     0.9163      1.559     0.5837        1.2          5        640:  66%|██████▋   | 344/519 [02:40<01:02,  2.78it/s]
      48/80      0.94G     0.9159      1.559     0.5836        1.2          7        640:  66%|██████▋   | 344/519 [02:40<01:02,  2.78it/s]
      48/80      0.94G     0.9159      1.559     0.5836        1.2          7        640:  66%|██████▋   | 345/519 [02:40<00:55,  3.12it/s]
      48/80      0.94G     0.9157      1.558     0.5838        1.2         10        640:  66%|██████▋   | 345/519 [02:41<00:55,  3.12it/s]
      48/80      0.94G     0.9157      1.558     0.5838        1.2         10        640:  67%|██████▋   | 346/519 [02:41<01:34,  1.83it/s]
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      48/80      0.94G     0.9157      1.558     0.5835        1.2         16        640:  67%|██████▋   | 347/519 [02:41<01:18,  2.20it/s]
      48/80      0.94G     0.9154      1.557     0.5835      1.199          9        640:  67%|██████▋   | 347/519 [02:41<01:18,  2.20it/s]
      48/80      0.94G     0.9154      1.557     0.5835      1.199          9        640:  67%|██████▋   | 348/519 [02:41<01:05,  2.59it/s]
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      48/80      0.94G     0.9154      1.556     0.5832      1.199         10        640:  67%|██████▋   | 349/519 [02:42<01:05,  2.58it/s]
      48/80      0.94G     0.9149      1.557     0.5829      1.199         11        640:  67%|██████▋   | 349/519 [02:43<01:05,  2.58it/s]
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      48/80      0.94G     0.9143      1.555     0.5825      1.199         12        640:  67%|██████▋   | 350/519 [02:43<01:53,  1.48it/s]
      48/80      0.94G     0.9143      1.555     0.5825      1.199         12        640:  68%|██████▊   | 351/519 [02:43<01:30,  1.85it/s]
      48/80      0.94G     0.9145      1.557     0.5838      1.199         11        640:  68%|██████▊   | 351/519 [02:44<01:30,  1.85it/s]
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      48/80      0.94G     0.9138      1.557     0.5833      1.199          8        640:  68%|██████▊   | 352/519 [02:44<01:14,  2.25it/s]
      48/80      0.94G     0.9138      1.557     0.5833      1.199          8        640:  68%|██████▊   | 353/519 [02:44<01:04,  2.56it/s]
      48/80      0.94G      0.914      1.556     0.5829      1.199          7        640:  68%|██████▊   | 353/519 [02:45<01:04,  2.56it/s]
      48/80      0.94G      0.914      1.556     0.5829      1.199          7        640:  68%|██████▊   | 354/519 [02:45<01:35,  1.73it/s]
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      48/80      0.94G     0.9141      1.555     0.5824      1.199         11        640:  69%|██████▊   | 356/519 [02:45<01:09,  2.34it/s]
      48/80      0.94G     0.9139      1.557     0.5827      1.199          8        640:  69%|██████▊   | 356/519 [02:46<01:09,  2.34it/s]
      48/80      0.94G     0.9139      1.557     0.5827      1.199          8        640:  69%|██████▉   | 357/519 [02:46<01:02,  2.58it/s]
      48/80      0.94G     0.9132      1.555     0.5827      1.198         12        640:  69%|██████▉   | 357/519 [02:47<01:02,  2.58it/s]
      48/80      0.94G     0.9132      1.555     0.5827      1.198         12        640:  69%|██████▉   | 358/519 [02:47<01:49,  1.47it/s]
      48/80      0.94G     0.9141      1.558     0.5826      1.198          9        640:  69%|██████▉   | 358/519 [02:47<01:49,  1.47it/s]
      48/80      0.94G     0.9141      1.558     0.5826      1.198          9        640:  69%|██████▉   | 359/519 [02:47<01:27,  1.82it/s]
      48/80      0.94G     0.9137      1.558     0.5824      1.198         12        640:  69%|██████▉   | 359/519 [02:48<01:27,  1.82it/s]
      48/80      0.94G     0.9137      1.558     0.5824      1.198         12        640:  69%|██████▉   | 360/519 [02:48<01:14,  2.14it/s]
      48/80      0.94G     0.9132       1.56     0.5824      1.198         11        640:  69%|██████▉   | 360/519 [02:48<01:14,  2.14it/s]
      48/80      0.94G     0.9132       1.56     0.5824      1.198         11        640:  70%|██████▉   | 361/519 [02:48<01:02,  2.51it/s]
      48/80      0.94G     0.9125       1.56     0.5825      1.197         13        640:  70%|██████▉   | 361/519 [02:49<01:02,  2.51it/s]
      48/80      0.94G     0.9125       1.56     0.5825      1.197         13        640:  70%|██████▉   | 362/519 [02:49<01:35,  1.64it/s]
      48/80      0.94G     0.9135      1.561     0.5827      1.198         10        640:  70%|██████▉   | 362/519 [02:49<01:35,  1.64it/s]
      48/80      0.94G     0.9135      1.561     0.5827      1.198         10        640:  70%|██████▉   | 363/519 [02:49<01:17,  2.02it/s]
      48/80      0.94G     0.9131      1.559     0.5823      1.198          8        640:  70%|██████▉   | 363/519 [02:49<01:17,  2.02it/s]
      48/80      0.94G     0.9131      1.559     0.5823      1.198          8        640:  70%|███████   | 364/519 [02:49<01:06,  2.33it/s]
      48/80      0.94G     0.9137       1.56      0.583      1.198          9        640:  70%|███████   | 364/519 [02:50<01:06,  2.33it/s]
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      48/80      0.94G     0.9134       1.56     0.5829      1.197         11        640:  70%|███████   | 365/519 [02:51<00:54,  2.81it/s]
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      48/80      0.94G     0.9136       1.56     0.5828      1.198          7        640:  71%|███████   | 366/519 [02:51<01:38,  1.56it/s]
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      48/80      0.94G     0.9136      1.561     0.5837      1.198          9        640:  71%|███████   | 368/519 [02:52<01:03,  2.36it/s]
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      48/80      0.94G     0.9147      1.566     0.5844      1.199         10        640:  71%|███████▏  | 370/519 [02:53<01:36,  1.54it/s]
      48/80      0.94G     0.9147      1.566     0.5844      1.199         10        640:  71%|███████▏  | 371/519 [02:53<01:15,  1.95it/s]
      48/80      0.94G     0.9153      1.567     0.5845        1.2          8        640:  71%|███████▏  | 371/519 [02:53<01:15,  1.95it/s]
      48/80      0.94G     0.9153      1.567     0.5845        1.2          8        640:  72%|███████▏  | 372/519 [02:53<01:05,  2.26it/s]
      48/80      0.94G      0.916      1.568     0.5848        1.2          9        640:  72%|███████▏  | 372/519 [02:54<01:05,  2.26it/s]
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      48/80      0.94G     0.9163      1.568     0.5848        1.2         11        640:  72%|███████▏  | 373/519 [02:55<00:59,  2.47it/s]
      48/80      0.94G     0.9163      1.568     0.5848        1.2         11        640:  72%|███████▏  | 374/519 [02:55<01:14,  1.94it/s]
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      48/80      0.94G     0.9163      1.568     0.5849        1.2         11        640:  72%|███████▏  | 375/519 [02:55<01:02,  2.32it/s]
      48/80      0.94G     0.9163      1.568     0.5849        1.2         11        640:  72%|███████▏  | 376/519 [02:55<00:52,  2.70it/s]
      48/80      0.94G     0.9154      1.568     0.5844        1.2         16        640:  72%|███████▏  | 376/519 [02:55<00:52,  2.70it/s]
      48/80      0.94G     0.9154      1.568     0.5844        1.2         16        640:  73%|███████▎  | 377/519 [02:55<00:45,  3.09it/s]
      48/80      0.94G     0.9148      1.566     0.5839      1.199          8        640:  73%|███████▎  | 377/519 [02:56<00:45,  3.09it/s]
      48/80      0.94G     0.9148      1.566     0.5839      1.199          8        640:  73%|███████▎  | 378/519 [02:56<01:11,  1.98it/s]
      48/80      0.94G     0.9143      1.565     0.5837      1.199         15        640:  73%|███████▎  | 378/519 [02:56<01:11,  1.98it/s]
      48/80      0.94G     0.9143      1.565     0.5837      1.199         15        640:  73%|███████▎  | 379/519 [02:56<00:58,  2.41it/s]
      48/80      0.94G     0.9145      1.565     0.5841      1.199         11        640:  73%|███████▎  | 379/519 [02:56<00:58,  2.41it/s]
      48/80      0.94G     0.9145      1.565     0.5841      1.199         11        640:  73%|███████▎  | 380/519 [02:56<00:47,  2.90it/s]
      48/80      0.94G      0.915      1.566     0.5842      1.199         12        640:  73%|███████▎  | 380/519 [02:57<00:47,  2.90it/s]
      48/80      0.94G      0.915      1.566     0.5842      1.199         12        640:  73%|███████▎  | 381/519 [02:57<00:44,  3.12it/s]
      48/80      0.94G     0.9155      1.566     0.5851      1.199          8        640:  73%|███████▎  | 381/519 [02:57<00:44,  3.12it/s]
      48/80      0.94G     0.9155      1.566     0.5851      1.199          8        640:  74%|███████▎  | 382/519 [02:57<00:58,  2.36it/s]
      48/80      0.94G     0.9161      1.568     0.5853        1.2         11        640:  74%|███████▎  | 382/519 [02:58<00:58,  2.36it/s]
      48/80      0.94G     0.9161      1.568     0.5853        1.2         11        640:  74%|███████▍  | 383/519 [02:58<00:49,  2.75it/s]
      48/80      0.94G     0.9158      1.567      0.585      1.199         13        640:  74%|███████▍  | 383/519 [02:58<00:49,  2.75it/s]
      48/80      0.94G     0.9158      1.567      0.585      1.199         13        640:  74%|███████▍  | 384/519 [02:58<00:47,  2.82it/s]
      48/80      0.94G      0.916      1.566     0.5851      1.199          9        640:  74%|███████▍  | 384/519 [02:58<00:47,  2.82it/s]
      48/80      0.94G      0.916      1.566     0.5851      1.199          9        640:  74%|███████▍  | 385/519 [02:58<00:42,  3.17it/s]
      48/80      0.94G     0.9179      1.568     0.5873        1.2          7        640:  74%|███████▍  | 385/519 [02:59<00:42,  3.17it/s]
      48/80      0.94G     0.9179      1.568     0.5873        1.2          7        640:  74%|███████▍  | 386/519 [02:59<01:14,  1.78it/s]
      48/80      0.94G     0.9169      1.567     0.5869        1.2          6        640:  74%|███████▍  | 386/519 [03:00<01:14,  1.78it/s]
      48/80      0.94G     0.9169      1.567     0.5869        1.2          6        640:  75%|███████▍  | 387/519 [03:00<01:00,  2.20it/s]
      48/80      0.94G     0.9166      1.567     0.5869        1.2          8        640:  75%|███████▍  | 387/519 [03:00<01:00,  2.20it/s]
      48/80      0.94G     0.9166      1.567     0.5869        1.2          8        640:  75%|███████▍  | 388/519 [03:00<00:55,  2.37it/s]
      48/80      0.94G     0.9168      1.568     0.5866        1.2          8        640:  75%|███████▍  | 388/519 [03:00<00:55,  2.37it/s]
      48/80      0.94G     0.9168      1.568     0.5866        1.2          8        640:  75%|███████▍  | 389/519 [03:00<00:45,  2.86it/s]
      48/80      0.94G     0.9168      1.567     0.5869        1.2         12        640:  75%|███████▍  | 389/519 [03:01<00:45,  2.86it/s]
      48/80      0.94G     0.9168      1.567     0.5869        1.2         12        640:  75%|███████▌  | 390/519 [03:01<01:08,  1.87it/s]
      48/80      0.94G     0.9168      1.566     0.5864        1.2          7        640:  75%|███████▌  | 390/519 [03:01<01:08,  1.87it/s]
      48/80      0.94G     0.9168      1.566     0.5864        1.2          7        640:  75%|███████▌  | 391/519 [03:01<00:55,  2.29it/s]
      48/80      0.94G     0.9179      1.567     0.5878        1.2          7        640:  75%|███████▌  | 391/519 [03:02<00:55,  2.29it/s]
      48/80      0.94G     0.9179      1.567     0.5878        1.2          7        640:  76%|███████▌  | 392/519 [03:02<00:53,  2.38it/s]
      48/80      0.94G     0.9174      1.567     0.5874        1.2          9        640:  76%|███████▌  | 392/519 [03:02<00:53,  2.38it/s]
      48/80      0.94G     0.9174      1.567     0.5874        1.2          9        640:  76%|███████▌  | 393/519 [03:02<00:46,  2.69it/s]
      48/80      0.94G     0.9175      1.566     0.5874        1.2          9        640:  76%|███████▌  | 393/519 [03:03<00:46,  2.69it/s]
      48/80      0.94G     0.9175      1.566     0.5874        1.2          9        640:  76%|███████▌  | 394/519 [03:03<01:19,  1.58it/s]
      48/80      0.94G     0.9172      1.565      0.587      1.199          6        640:  76%|███████▌  | 394/519 [03:03<01:19,  1.58it/s]
      48/80      0.94G     0.9172      1.565      0.587      1.199          6        640:  76%|███████▌  | 395/519 [03:03<01:01,  2.01it/s]
      48/80      0.94G      0.917      1.564     0.5869      1.199          7        640:  76%|███████▌  | 395/519 [03:04<01:01,  2.01it/s]
      48/80      0.94G      0.917      1.564     0.5869      1.199          7        640:  76%|███████▋  | 396/519 [03:04<00:49,  2.46it/s]
      48/80      0.94G     0.9167      1.563     0.5864      1.199         12        640:  76%|███████▋  | 396/519 [03:04<00:49,  2.46it/s]
      48/80      0.94G     0.9167      1.563     0.5864      1.199         12        640:  76%|███████▋  | 397/519 [03:04<00:43,  2.79it/s]
      48/80      0.94G     0.9169      1.562      0.587      1.199          8        640:  76%|███████▋  | 397/519 [03:05<00:43,  2.79it/s]
      48/80      0.94G     0.9169      1.562      0.587      1.199          8        640:  77%|███████▋  | 398/519 [03:05<01:02,  1.95it/s]
      48/80      0.94G     0.9177      1.563      0.587        1.2         12        640:  77%|███████▋  | 398/519 [03:05<01:02,  1.95it/s]
      48/80      0.94G     0.9177      1.563      0.587        1.2         12        640:  77%|███████▋  | 399/519 [03:05<00:50,  2.37it/s]
      48/80      0.94G     0.9178      1.563     0.5874        1.2         16        640:  77%|███████▋  | 399/519 [03:05<00:50,  2.37it/s]
      48/80      0.94G     0.9178      1.563     0.5874        1.2         16        640:  77%|███████▋  | 400/519 [03:05<00:42,  2.81it/s]
      48/80      0.94G     0.9173      1.562     0.5871      1.199          9        640:  77%|███████▋  | 400/519 [03:05<00:42,  2.81it/s]
      48/80      0.94G     0.9173      1.562     0.5871      1.199          9        640:  77%|███████▋  | 401/519 [03:05<00:38,  3.05it/s]
      48/80      0.94G     0.9173      1.561     0.5869      1.199         10        640:  77%|███████▋  | 401/519 [03:07<00:38,  3.05it/s]
      48/80      0.94G     0.9173      1.561     0.5869      1.199         10        640:  77%|███████▋  | 402/519 [03:07<01:15,  1.55it/s]
      48/80      0.94G     0.9176      1.562      0.587        1.2         10        640:  77%|███████▋  | 402/519 [03:07<01:15,  1.55it/s]
      48/80      0.94G     0.9176      1.562      0.587        1.2         10        640:  78%|███████▊  | 403/519 [03:07<00:59,  1.96it/s]
      48/80      0.94G     0.9185      1.564     0.5885      1.201          9        640:  78%|███████▊  | 403/519 [03:07<00:59,  1.96it/s]
      48/80      0.94G     0.9185      1.564     0.5885      1.201          9        640:  78%|███████▊  | 404/519 [03:07<00:50,  2.29it/s]
      48/80      0.94G     0.9197      1.564      0.589      1.201         11        640:  78%|███████▊  | 404/519 [03:07<00:50,  2.29it/s]
      48/80      0.94G     0.9197      1.564      0.589      1.201         11        640:  78%|███████▊  | 405/519 [03:07<00:44,  2.59it/s]
      48/80      0.94G     0.9192      1.563     0.5885      1.201         16        640:  78%|███████▊  | 405/519 [03:08<00:44,  2.59it/s]
      48/80      0.94G     0.9192      1.563     0.5885      1.201         16        640:  78%|███████▊  | 406/519 [03:08<00:50,  2.23it/s]
      48/80      0.94G     0.9187      1.563     0.5881      1.201          8        640:  78%|███████▊  | 406/519 [03:08<00:50,  2.23it/s]
      48/80      0.94G     0.9187      1.563     0.5881      1.201          8        640:  78%|███████▊  | 407/519 [03:08<00:44,  2.53it/s]
      48/80      0.94G     0.9183      1.562     0.5876        1.2         13        640:  78%|███████▊  | 407/519 [03:08<00:44,  2.53it/s]
      48/80      0.94G     0.9183      1.562     0.5876        1.2         13        640:  79%|███████▊  | 408/519 [03:08<00:36,  3.01it/s]
      48/80      0.94G     0.9183      1.563     0.5876        1.2         10        640:  79%|███████▊  | 408/519 [03:09<00:36,  3.01it/s]
      48/80      0.94G     0.9183      1.563     0.5876        1.2         10        640:  79%|███████▉  | 409/519 [03:09<00:34,  3.23it/s]
      48/80      0.94G      0.918      1.563     0.5875        1.2         10        640:  79%|███████▉  | 409/519 [03:10<00:34,  3.23it/s]
      48/80      0.94G      0.918      1.563     0.5875        1.2         10        640:  79%|███████▉  | 410/519 [03:10<01:08,  1.60it/s]
      48/80      0.94G     0.9179      1.562     0.5886        1.2          7        640:  79%|███████▉  | 410/519 [03:10<01:08,  1.60it/s]
      48/80      0.94G     0.9179      1.562     0.5886        1.2          7        640:  79%|███████▉  | 411/519 [03:10<00:55,  1.96it/s]
      48/80      0.94G     0.9184      1.562     0.5891        1.2          7        640:  79%|███████▉  | 411/519 [03:11<00:55,  1.96it/s]
      48/80      0.94G     0.9184      1.562     0.5891        1.2          7        640:  79%|███████▉  | 412/519 [03:11<00:45,  2.37it/s]
      48/80      0.94G     0.9181      1.563     0.5889        1.2          9        640:  79%|███████▉  | 412/519 [03:11<00:45,  2.37it/s]
      48/80      0.94G     0.9181      1.563     0.5889        1.2          9        640:  80%|███████▉  | 413/519 [03:11<00:38,  2.75it/s]
      48/80      0.94G     0.9201      1.563       0.59      1.203          3        640:  80%|███████▉  | 413/519 [03:12<00:38,  2.75it/s]
      48/80      0.94G     0.9201      1.563       0.59      1.203          3        640:  80%|███████▉  | 414/519 [03:12<01:11,  1.46it/s]
      48/80      0.94G     0.9198      1.562     0.5901      1.202         11        640:  80%|███████▉  | 414/519 [03:12<01:11,  1.46it/s]
      48/80      0.94G     0.9198      1.562     0.5901      1.202         11        640:  80%|███████▉  | 415/519 [03:12<00:58,  1.78it/s]
      48/80      0.94G     0.9198      1.563     0.5905      1.202         12        640:  80%|███████▉  | 415/519 [03:13<00:58,  1.78it/s]
      48/80      0.94G     0.9198      1.563     0.5905      1.202         12        640:  80%|████████  | 416/519 [03:13<00:46,  2.23it/s]
      48/80      0.94G      0.919      1.561     0.5897      1.202          7        640:  80%|████████  | 416/519 [03:13<00:46,  2.23it/s]
      48/80      0.94G      0.919      1.561     0.5897      1.202          7        640:  80%|████████  | 417/519 [03:13<00:40,  2.54it/s]
      48/80      0.94G     0.9192       1.56     0.5894      1.203          7        640:  80%|████████  | 417/519 [03:14<00:40,  2.54it/s]
      48/80      0.94G     0.9192       1.56     0.5894      1.203          7        640:  81%|████████  | 418/519 [03:14<00:56,  1.80it/s]
      48/80      0.94G     0.9191       1.56     0.5891      1.202         11        640:  81%|████████  | 418/519 [03:14<00:56,  1.80it/s]
      48/80      0.94G     0.9191       1.56     0.5891      1.202         11        640:  81%|████████  | 419/519 [03:14<00:45,  2.17it/s]
      48/80      0.94G     0.9189      1.561     0.5888      1.202         11        640:  81%|████████  | 419/519 [03:14<00:45,  2.17it/s]
      48/80      0.94G     0.9189      1.561     0.5888      1.202         11        640:  81%|████████  | 420/519 [03:14<00:39,  2.48it/s]
      48/80      0.94G     0.9187      1.562     0.5887      1.202         11        640:  81%|████████  | 420/519 [03:15<00:39,  2.48it/s]
      48/80      0.94G     0.9187      1.562     0.5887      1.202         11        640:  81%|████████  | 421/519 [03:15<00:36,  2.68it/s]
      48/80      0.94G     0.9183      1.561     0.5883      1.202          7        640:  81%|████████  | 421/519 [03:16<00:36,  2.68it/s]
      48/80      0.94G     0.9183      1.561     0.5883      1.202          7        640:  81%|████████▏ | 422/519 [03:16<00:53,  1.83it/s]
      48/80      0.94G     0.9183       1.56     0.5881      1.202         10        640:  81%|████████▏ | 422/519 [03:16<00:53,  1.83it/s]
      48/80      0.94G     0.9183       1.56     0.5881      1.202         10        640:  82%|████████▏ | 423/519 [03:16<00:50,  1.89it/s]
      48/80      0.94G     0.9185      1.561      0.588      1.202          9        640:  82%|████████▏ | 423/519 [03:16<00:50,  1.89it/s]
      48/80      0.94G     0.9185      1.561      0.588      1.202          9        640:  82%|████████▏ | 424/519 [03:16<00:42,  2.21it/s]
      48/80      0.94G     0.9184      1.561     0.5879      1.202         11        640:  82%|████████▏ | 424/519 [03:17<00:42,  2.21it/s]
      48/80      0.94G     0.9184      1.561     0.5879      1.202         11        640:  82%|████████▏ | 425/519 [03:17<00:35,  2.62it/s]
      48/80      0.94G     0.9193      1.561     0.5885      1.202          8        640:  82%|████████▏ | 425/519 [03:17<00:35,  2.62it/s]
      48/80      0.94G     0.9193      1.561     0.5885      1.202          8        640:  82%|████████▏ | 426/519 [03:17<00:45,  2.05it/s]
      48/80      0.94G     0.9189       1.56     0.5883      1.202         12        640:  82%|████████▏ | 426/519 [03:18<00:45,  2.05it/s]
      48/80      0.94G     0.9189       1.56     0.5883      1.202         12        640:  82%|████████▏ | 427/519 [03:18<00:42,  2.16it/s]
      48/80      0.94G     0.9191       1.56     0.5881      1.202         10        640:  82%|████████▏ | 427/519 [03:18<00:42,  2.16it/s]
      48/80      0.94G     0.9191       1.56     0.5881      1.202         10        640:  82%|████████▏ | 428/519 [03:18<00:36,  2.51it/s]
      48/80      0.94G     0.9191       1.56     0.5882      1.202         15        640:  82%|████████▏ | 428/519 [03:18<00:36,  2.51it/s]
      48/80      0.94G     0.9191       1.56     0.5882      1.202         15        640:  83%|████████▎ | 429/519 [03:18<00:31,  2.89it/s]
      48/80      0.94G     0.9193       1.56     0.5882      1.202         12        640:  83%|████████▎ | 429/519 [03:19<00:31,  2.89it/s]
      48/80      0.94G     0.9193       1.56     0.5882      1.202         12        640:  83%|████████▎ | 430/519 [03:19<00:55,  1.60it/s]
      48/80      0.94G     0.9197      1.559     0.5892      1.202          8        640:  83%|████████▎ | 430/519 [03:20<00:55,  1.60it/s]
      48/80      0.94G     0.9197      1.559     0.5892      1.202          8        640:  83%|████████▎ | 431/519 [03:20<00:46,  1.89it/s]
      48/80      0.94G     0.9192      1.559     0.5887      1.203          7        640:  83%|████████▎ | 431/519 [03:20<00:46,  1.89it/s]
      48/80      0.94G     0.9192      1.559     0.5887      1.203          7        640:  83%|████████▎ | 432/519 [03:20<00:37,  2.31it/s]
      48/80      0.94G     0.9196       1.56      0.589      1.203         10        640:  83%|████████▎ | 432/519 [03:20<00:37,  2.31it/s]
      48/80      0.94G     0.9196       1.56      0.589      1.203         10        640:  83%|████████▎ | 433/519 [03:20<00:31,  2.70it/s]
      48/80      0.94G     0.9202       1.56      0.589      1.203          9        640:  83%|████████▎ | 433/519 [03:21<00:31,  2.70it/s]
      48/80      0.94G     0.9202       1.56      0.589      1.203          9        640:  84%|████████▎ | 434/519 [03:21<00:44,  1.90it/s]
      48/80      0.94G     0.9201       1.56     0.5888      1.203         13        640:  84%|████████▎ | 434/519 [03:21<00:44,  1.90it/s]
      48/80      0.94G     0.9201       1.56     0.5888      1.203         13        640:  84%|████████▍ | 435/519 [03:21<00:37,  2.25it/s]
      48/80      0.94G       0.92       1.56     0.5889      1.203         11        640:  84%|████████▍ | 435/519 [03:22<00:37,  2.25it/s]
      48/80      0.94G       0.92       1.56     0.5889      1.203         11        640:  84%|████████▍ | 436/519 [03:22<00:33,  2.46it/s]
      48/80      0.94G     0.9209      1.562     0.5891      1.203          9        640:  84%|████████▍ | 436/519 [03:22<00:33,  2.46it/s]
      48/80      0.94G     0.9209      1.562     0.5891      1.203          9        640:  84%|████████▍ | 437/519 [03:22<00:29,  2.81it/s]slurmstepd: error: *** JOB 221284 ON a100-1 CANCELLED AT 2024-10-25T13:15:09 DUE TO TIME LIMIT ***

From 21cdd8cef74a3fc3cf30c8e4a761c079e125566c Mon Sep 17 00:00:00 2001
From: Mr Thanh Trung Pham <s4671748@login0.compute.eait.uq.edu.au>
Date: Fri, 25 Oct 2024 14:48:20 +1000
Subject: [PATCH 07/17] Added modules.py to store YOLO model inside a class

---
 __pycache__/modules.cpython-312.pyc | Bin 0 -> 1261 bytes
 prepare_dataset.py => dataset.py    |   2 +-
 modules.py                          |  19 +++++++++++++++++++
 predict.py                          |   8 ++++----
 train.py                            |  10 +++++-----
 5 files changed, 29 insertions(+), 10 deletions(-)
 create mode 100644 __pycache__/modules.cpython-312.pyc
 rename prepare_dataset.py => dataset.py (99%)
 create mode 100644 modules.py

diff --git a/__pycache__/modules.cpython-312.pyc b/__pycache__/modules.cpython-312.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..737b24f8f54ed563c7df23641d52b83316d3f237
GIT binary patch
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HcmV?d00001

diff --git a/prepare_dataset.py b/dataset.py
similarity index 99%
rename from prepare_dataset.py
rename to dataset.py
index 9f4ee40d6..98fd73241 100644
--- a/prepare_dataset.py
+++ b/dataset.py
@@ -136,4 +136,4 @@ def rename_groundtruth():
 
 move_dataset()
 generate_labels()
-rename_groundtruth()
\ No newline at end of file
+rename_groundtruth()
diff --git a/modules.py b/modules.py
new file mode 100644
index 000000000..094f06d88
--- /dev/null
+++ b/modules.py
@@ -0,0 +1,19 @@
+from ultralytics import YOLO
+
+class YOLOSegmentation:
+    def __init__(self, weights_path):
+        self.model = YOLO(weights_path)
+
+    def train(self, params):
+        results = self.model.train(**params)
+        return results
+
+    def evaluate(self):
+        results = self.model.val()
+        return results
+
+    def predict(self, img, conf):
+        results = self.model.predict(img, conf=conf)
+        return results
+
+
diff --git a/predict.py b/predict.py
index 5fa3dc973..fea3ac6ca 100644
--- a/predict.py
+++ b/predict.py
@@ -1,12 +1,12 @@
-from ultralytics import YOLO
+from modules import YOLOSegmentation
 import random
 import cv2
 import numpy as np
 
-model = YOLO("~/weights/best.pt")
-img = cv2.imread("")
+model = YOLOSegmentation("yolov8n-seg.pt")
+img = cv2.imread("data/images/train/ISIC_0015071.jpg")
 conf = 0.4
-results = model.predict(img, conf=conf)
+results = model.predict(img, conf)
 color = random.choices(range(256), k=3)
 
 for result in results:
diff --git a/train.py b/train.py
index e2bea50f9..082c6a5f1 100644
--- a/train.py
+++ b/train.py
@@ -1,4 +1,4 @@
-from ultralytics import YOLO
+from modules import YOLOSegmentation
 import os
 import shutil
 import yaml
@@ -23,12 +23,12 @@ def main():
     create_dataset_yaml()
     
     # Initialize YOLOv8 model
-    model = YOLO('yolov8n-seg.pt')  # Load YOLOv8 nano segmentation model
+    model = YOLOSegmentation('yolov8n-seg.pt')  # Load YOLOv8 nano segmentation model
     
     # Training configuration
     training_args = {
         'data': 'dataset.yaml',
-        'epochs': 80,
+        'epochs': 1,
         'imgsz': 640,
         'batch': 4,
         'device': 0,  # Use GPU if available
@@ -38,10 +38,10 @@ def main():
     }
     
     # Start training
-    results = model.train(**training_args)
+    results = model.train(training_args)
     
     # Validate the model
-    model.val()
+    model.evaluate()
 
 if __name__ == "__main__":
     main()

From 72f8123512ce2ff6c44f711bbaa0542bd0273b71 Mon Sep 17 00:00:00 2001
From: Victor <phamtrung0633@gmail.com>
Date: Fri, 25 Oct 2024 16:02:06 +1000
Subject: [PATCH 08/17] Added readme file with algorithm and problem
 description

---
 README.md           |  52 +++++++++++++++++++++++++++++++-------------
 figures/figure1.png | Bin 0 -> 66933 bytes
 2 files changed, 37 insertions(+), 15 deletions(-)
 create mode 100644 figures/figure1.png

diff --git a/README.md b/README.md
index 3a10f6515..a3d73d972 100644
--- a/README.md
+++ b/README.md
@@ -1,19 +1,41 @@
-# Pattern Analysis
-Pattern Analysis of various datasets by COMP3710 students in 2024 at the University of Queensland.
+# YOLOv8 for Skin Lesion Detection: ISIC 2018 Challenge - Thanh Trung Pham (46717481)
 
-We create pattern recognition and image processing library for Tensorflow (TF), PyTorch or JAX.
+## Problem and algorithm
 
-This library is created and maintained by The University of Queensland [COMP3710](https://my.uq.edu.au/programs-courses/course.html?course_code=comp3710) students.
+This repository makes use of YOLOv8, a highly accurate and fast object detection model (but modified to do segmentation task) in order to tackle the ISIC 2018 Skin Lesion Challenge, it is a challenge focused on the dagnosis of dangerous skin issues such as melanoma. This work leverages the strength of YOLO algorithm in order to segment skin lesions. 
+YOLO (You only look once) algorithm for object detection works by first dividing the input images into a S x S grid of cells, then, each cell's responsibility is detecting objects whose center is within that cell, by doing this YOLO is superior to many other object detection algorithms such as R-CNN as it is able to do works simultaneously and 'only look once' through the entire images, making its speed ideal for real-time applications. 
+Each cell in the grid needs to predict many bounding boxes and generate a confidence score for all of the boxes, where each bounding box's defined by using: 'x' representing x-coordinate of the center of the bounding box with respect to the cell, 'y' representing y-coordinate of the center of the bounding box with respect to the cell, and 'w' and 'h' representing width and height of the box with respect to the image itself. Moreover, a confidence score is also generated for each cell, it is a product of the probability of the object being there and the IoU (Intersection over union) between the box and the ground truth. Each cell can produce many bounding boxes but then Non-Maximum Suppression (NMS) is applied to prevent detection of multiple same objects hence getting rid of redundant ones, this is done by sorting the bounding boxes  -> select the box with the highest confidence score -> removing boxes that have high IoU score with this box -> repeat until boxes do not overlap too much anymore (no more redundant boxes). 
+YOLO also makes use of CNN network as its backbone for feature extraction. It also leverages 'Feature fusion' where features at different scales when being extracted are combined to 'see the bigger picture'. YOLO algorithm loss is a combination of three losses: The first one is bounding box loss to make sure predicted boxes are close to ground truth boxes, second one is 'object presence/objectness' loss designed to penalizes false positives where YOLO detect an object (of any class) when there's only the background (it measures the confidence of the model when it comes to the presence of objects in a bounding box), the third is the classification loss to ensure the predicted probabilities for classes match the ground truth.
+YOLOv8-segmentation goes a step further and instead of just identifying the bounding boxes, it segments each individual object's pixel (assigning pixel-wise labels to objects in images). YOLOv8-segmentation includes another branch in its architecture to detect segmentation masks for all detected instances by bounding boxes.
 
-The library includes the following implemented in Tensorflow:
-* fractals 
-* recognition problems
+```
+YOLOv8 segmentation:
+├── Backbone: CSPDarknet
+├── Neck: PANet
+└── Head: Decoupled Detection Head
+    ├── Classification Branch
+    └── Regression Branch
+```
 
-In the recognition folder, you will find many recognition problems solved including:
-* segmentation
-* classification
-* graph neural networks
-* StyleGAN
-* Stable diffusion
-* transformers
-etc.
+![Alt text](figures/figure1.png?raw=true "YOLOv8 architecture")
+## Requirements
+
+```
+python>=3.8
+ultralytics==8.0.58
+opencv-python>=4.1.2
+albumentations==1.4
+scikit-learn
+scikit-build
+```
+# Preprocessing
+
+The dataset provided has ground truth labels being a binary mask, however, YOLOv8-segmentation from ultralytics accepts a different type of label, that is a polyglon, therefore Opencv was utilised to generate contours from the mask in order to create a polyglon that can be used to train.
+
+The train-validation/test split is 80-20.
+
+## Acknowledgments
+
+- ISIC 2018 Challenge organizers
+- Ultralytics for YOLOv8
+- Contributors to the ISIC archive
diff --git a/figures/figure1.png b/figures/figure1.png
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From f13bbc19d70be7aad0620a1ac6b1d875779baf0f Mon Sep 17 00:00:00 2001
From: Victor <phamtrung0633@gmail.com>
Date: Fri, 25 Oct 2024 16:12:31 +1000
Subject: [PATCH 09/17] Added results of the training to documentation

---
 README.md                    |  10 ++++++++++
 figures/prediction_test.jpg  | Bin 0 -> 2092515 bytes
 figures/prediction_test2.jpg | Bin 0 -> 1112546 bytes
 figures/results.png          | Bin 0 -> 363120 bytes
 4 files changed, 10 insertions(+)
 create mode 100644 figures/prediction_test.jpg
 create mode 100644 figures/prediction_test2.jpg
 create mode 100644 figures/results.png

diff --git a/README.md b/README.md
index a3d73d972..2402be796 100644
--- a/README.md
+++ b/README.md
@@ -34,6 +34,16 @@ The dataset provided has ground truth labels being a binary mask, however, YOLOv
 
 The train-validation/test split is 80-20.
 
+# Results
+![Alt text](figures/results.png?raw=true "Training results")
+
+It is observed that the loss for the algorithm decreases steadily over 30 epochs. 
+The metric mAP50-95(M) is mean average precision where a 'true' positive is defined by having Intersection over Union (IoU) with the ground truth mask from 0.5-0.95, the algorithm is able to reach 0.7318 mAP50-95 on the test set after 30 epochs. 
+
+These are some detections predicted by the fine-tuned YOLOv8-segmentation visualized.
+![Alt text](figures/prediction_test.jpg?raw=true "Sample prediction 1")
+![Alt text](figures/prediction_test2.jpg?raw=true "Sample prediction 2")
+
 ## Acknowledgments
 
 - ISIC 2018 Challenge organizers
diff --git a/figures/prediction_test.jpg b/figures/prediction_test.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..62a90bc13e6e99178244225814b8d03db893ed0f
GIT binary patch
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HcmV?d00001


From 8b399b65d77e780d67dba1bf1f428931cf74c3c0 Mon Sep 17 00:00:00 2001
From: Victor <phamtrung0633@gmail.com>
Date: Fri, 25 Oct 2024 16:14:21 +1000
Subject: [PATCH 10/17] Minor fix to model's weights path in prediction

---
 predict.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/predict.py b/predict.py
index fea3ac6ca..cee88e5ac 100644
--- a/predict.py
+++ b/predict.py
@@ -3,7 +3,7 @@
 import cv2
 import numpy as np
 
-model = YOLOSegmentation("yolov8n-seg.pt")
+model = YOLOSegmentation("~/weights/best.pt")
 img = cv2.imread("data/images/train/ISIC_0015071.jpg")
 conf = 0.4
 results = model.predict(img, conf)

From 6b023ee0a866d6c4795c24eeee7dd1ce8ce51c9c Mon Sep 17 00:00:00 2001
From: Victor <phamtrung0633@gmail.com>
Date: Fri, 25 Oct 2024 16:30:43 +1000
Subject: [PATCH 11/17] Fixed location of files

---
 .../46717481-ThanhTrungPham-ProjectRecognition/README.md          | 0
 .../46717481-ThanhTrungPham-ProjectRecognition/dataset.py         | 0
 .../46717481-ThanhTrungPham-ProjectRecognition/dataset.yaml       | 0
 .../46717481-ThanhTrungPham-ProjectRecognition/modules.py         | 0
 .../46717481-ThanhTrungPham-ProjectRecognition/predict.py         | 0
 .../46717481-ThanhTrungPham-ProjectRecognition/slurm_script.sh    | 0
 .../46717481-ThanhTrungPham-ProjectRecognition/train.py           | 0
 7 files changed, 0 insertions(+), 0 deletions(-)
 rename README.md => recognition/46717481-ThanhTrungPham-ProjectRecognition/README.md (100%)
 rename dataset.py => recognition/46717481-ThanhTrungPham-ProjectRecognition/dataset.py (100%)
 rename dataset.yaml => recognition/46717481-ThanhTrungPham-ProjectRecognition/dataset.yaml (100%)
 rename modules.py => recognition/46717481-ThanhTrungPham-ProjectRecognition/modules.py (100%)
 rename predict.py => recognition/46717481-ThanhTrungPham-ProjectRecognition/predict.py (100%)
 rename slurm_script.sh => recognition/46717481-ThanhTrungPham-ProjectRecognition/slurm_script.sh (100%)
 rename train.py => recognition/46717481-ThanhTrungPham-ProjectRecognition/train.py (100%)

diff --git a/README.md b/recognition/46717481-ThanhTrungPham-ProjectRecognition/README.md
similarity index 100%
rename from README.md
rename to recognition/46717481-ThanhTrungPham-ProjectRecognition/README.md
diff --git a/dataset.py b/recognition/46717481-ThanhTrungPham-ProjectRecognition/dataset.py
similarity index 100%
rename from dataset.py
rename to recognition/46717481-ThanhTrungPham-ProjectRecognition/dataset.py
diff --git a/dataset.yaml b/recognition/46717481-ThanhTrungPham-ProjectRecognition/dataset.yaml
similarity index 100%
rename from dataset.yaml
rename to recognition/46717481-ThanhTrungPham-ProjectRecognition/dataset.yaml
diff --git a/modules.py b/recognition/46717481-ThanhTrungPham-ProjectRecognition/modules.py
similarity index 100%
rename from modules.py
rename to recognition/46717481-ThanhTrungPham-ProjectRecognition/modules.py
diff --git a/predict.py b/recognition/46717481-ThanhTrungPham-ProjectRecognition/predict.py
similarity index 100%
rename from predict.py
rename to recognition/46717481-ThanhTrungPham-ProjectRecognition/predict.py
diff --git a/slurm_script.sh b/recognition/46717481-ThanhTrungPham-ProjectRecognition/slurm_script.sh
similarity index 100%
rename from slurm_script.sh
rename to recognition/46717481-ThanhTrungPham-ProjectRecognition/slurm_script.sh
diff --git a/train.py b/recognition/46717481-ThanhTrungPham-ProjectRecognition/train.py
similarity index 100%
rename from train.py
rename to recognition/46717481-ThanhTrungPham-ProjectRecognition/train.py

From 724fb7ea9299dfa29b8066b005f2f4729bb358bb Mon Sep 17 00:00:00 2001
From: Victor <phamtrung0633@gmail.com>
Date: Fri, 25 Oct 2024 16:35:47 +1000
Subject: [PATCH 12/17] Added test script

---
 .../predict.py                                         |  2 +-
 .../test_script.sh                                     | 10 ++++++++++
 2 files changed, 11 insertions(+), 1 deletion(-)
 create mode 100644 recognition/46717481-ThanhTrungPham-ProjectRecognition/test_script.sh

diff --git a/recognition/46717481-ThanhTrungPham-ProjectRecognition/predict.py b/recognition/46717481-ThanhTrungPham-ProjectRecognition/predict.py
index cee88e5ac..c09a121b6 100644
--- a/recognition/46717481-ThanhTrungPham-ProjectRecognition/predict.py
+++ b/recognition/46717481-ThanhTrungPham-ProjectRecognition/predict.py
@@ -3,7 +3,7 @@
 import cv2
 import numpy as np
 
-model = YOLOSegmentation("~/weights/best.pt")
+model = YOLOSegmentation("runs/segment/train2/weights/best.pt")
 img = cv2.imread("data/images/train/ISIC_0015071.jpg")
 conf = 0.4
 results = model.predict(img, conf)
diff --git a/recognition/46717481-ThanhTrungPham-ProjectRecognition/test_script.sh b/recognition/46717481-ThanhTrungPham-ProjectRecognition/test_script.sh
new file mode 100644
index 000000000..91b70efea
--- /dev/null
+++ b/recognition/46717481-ThanhTrungPham-ProjectRecognition/test_script.sh
@@ -0,0 +1,10 @@
+#!/bin/bash
+
+# Preprocess the dataset
+python3 dataset.py
+
+# Run the training
+python3 train.py
+
+# Run the test to see a sample of the prediction
+python3 predict.py
\ No newline at end of file

From c25cb640265affc124179916def888109a85cd0a Mon Sep 17 00:00:00 2001
From: Victor <phamtrung0633@gmail.com>
Date: Fri, 25 Oct 2024 16:41:29 +1000
Subject: [PATCH 13/17] Minor fixes for README to add test script

---
 .../46717481-ThanhTrungPham-ProjectRecognition/README.md    | 3 +++
 .../requirements.txt                                        | 6 ++++++
 .../test_script.sh                                          | 3 +++
 3 files changed, 12 insertions(+)
 create mode 100644 recognition/46717481-ThanhTrungPham-ProjectRecognition/requirements.txt

diff --git a/recognition/46717481-ThanhTrungPham-ProjectRecognition/README.md b/recognition/46717481-ThanhTrungPham-ProjectRecognition/README.md
index 2402be796..d7ce88fdd 100644
--- a/recognition/46717481-ThanhTrungPham-ProjectRecognition/README.md
+++ b/recognition/46717481-ThanhTrungPham-ProjectRecognition/README.md
@@ -44,6 +44,9 @@ These are some detections predicted by the fine-tuned YOLOv8-segmentation visual
 ![Alt text](figures/prediction_test.jpg?raw=true "Sample prediction 1")
 ![Alt text](figures/prediction_test2.jpg?raw=true "Sample prediction 2")
 
+# To run the algorithm
+Run: ./test_script.sh in order to run the algorithm, note that the algorithm assumes the position of the dataset being the location it is situated in Rangpur and the current location for training is '/home/Student/s4671748/comp3710-project/'. If the location differs, changes inside 'dataset.py' for data loading and 'train.py' must be made in order to run properly
+
 ## Acknowledgments
 
 - ISIC 2018 Challenge organizers
diff --git a/recognition/46717481-ThanhTrungPham-ProjectRecognition/requirements.txt b/recognition/46717481-ThanhTrungPham-ProjectRecognition/requirements.txt
new file mode 100644
index 000000000..d627b35da
--- /dev/null
+++ b/recognition/46717481-ThanhTrungPham-ProjectRecognition/requirements.txt
@@ -0,0 +1,6 @@
+python>=3.8
+ultralytics==8.0.58
+opencv-python>=4.1.2
+albumentations==1.4
+scikit-learn
+scikit-build
\ No newline at end of file
diff --git a/recognition/46717481-ThanhTrungPham-ProjectRecognition/test_script.sh b/recognition/46717481-ThanhTrungPham-ProjectRecognition/test_script.sh
index 91b70efea..cb2afec96 100644
--- a/recognition/46717481-ThanhTrungPham-ProjectRecognition/test_script.sh
+++ b/recognition/46717481-ThanhTrungPham-ProjectRecognition/test_script.sh
@@ -1,5 +1,8 @@
 #!/bin/bash
 
+# Install requirements
+pip install -r requirements.txt
+
 # Preprocess the dataset
 python3 dataset.py
 

From fc754afda6868b29ed37e4fc3307d197cd16a9e7 Mon Sep 17 00:00:00 2001
From: Victor <phamtrung0633@gmail.com>
Date: Sun, 10 Nov 2024 17:30:03 +1000
Subject: [PATCH 14/17] Added more comments to code, make README more
 elaborative, added reproducibility, mentioned train/test%

---
 .DS_Store                                     | Bin 0 -> 6148 bytes
 .../README.md                                 |  26 ++++++-
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 .../figures}/prediction_test.jpg              | Bin
 .../figures}/prediction_test2.jpg             | Bin
 .../figures}/results.png                      | Bin
 .../modules.py                                |  64 +++++++++++++++-
 .../predict.py                                |  36 +++++++--
 .../train.py                                  |  69 +++++++++++-------
 9 files changed, 159 insertions(+), 36 deletions(-)
 create mode 100644 .DS_Store
 rename {figures => recognition/46717481-ThanhTrungPham-ProjectRecognition/figures}/figure1.png (100%)
 rename {figures => recognition/46717481-ThanhTrungPham-ProjectRecognition/figures}/prediction_test.jpg (100%)
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 rename {figures => recognition/46717481-ThanhTrungPham-ProjectRecognition/figures}/results.png (100%)

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diff --git a/recognition/46717481-ThanhTrungPham-ProjectRecognition/README.md b/recognition/46717481-ThanhTrungPham-ProjectRecognition/README.md
index d7ce88fdd..b20ab4eec 100644
--- a/recognition/46717481-ThanhTrungPham-ProjectRecognition/README.md
+++ b/recognition/46717481-ThanhTrungPham-ProjectRecognition/README.md
@@ -37,13 +37,35 @@ The train-validation/test split is 80-20.
 # Results
 ![Alt text](figures/results.png?raw=true "Training results")
 
-It is observed that the loss for the algorithm decreases steadily over 30 epochs. 
-The metric mAP50-95(M) is mean average precision where a 'true' positive is defined by having Intersection over Union (IoU) with the ground truth mask from 0.5-0.95, the algorithm is able to reach 0.7318 mAP50-95 on the test set after 30 epochs. 
+Model Training Observations
+The training process of the fine-tuned YOLOv8 model was monitored over 30 epochs, during which a steady decline in the loss function was observed. This indicates that the model effectively minimized the error and adapted well to the underlying patterns in the training data. The decreasing trend of the loss function suggests a successful learning process, as the model adjusted its weights to better fit the provided examples.
+
+Evaluation Metric: mAP50-95 (Mean Average Precision)
+The key evaluation metric used to assess the model's performance is the mean Average Precision (mAP50-95). This metric measures the model's ability to correctly identify and segment objects across a range of Intersection over Union (IoU) thresholds, from 0.5 to 0.95 with a step size of 0.05. The IoU threshold determines the extent of overlap required between the predicted mask and the ground truth mask for a prediction to be considered a true positive:
+
+At an IoU threshold of 0.5, predictions need to overlap with the ground truth by at least 50%.
+At an IoU threshold of 0.95, the overlap requirement is much stricter, requiring a 95% overlap for a correct prediction.
+By evaluating the model across multiple IoU thresholds, the mAP50-95 provides a comprehensive measure of the model's performance, capturing both precision (correctness of the predictions) and recall (coverage of all relevant instances).
+
+Performance Results
+The fine-tuned YOLOv8 model achieved a mean Average Precision (mAP50-95) of 0.7318 on the test set after 30 epochs. This score reflects the model's strong capability in accurately detecting and segmenting the target objects. The relatively high mAP score across a wide range of IoU thresholds indicates that the model is not only making accurate predictions but is also robust to variations in the overlap requirement, showcasing its generalization capability across different levels of object localization precision.
+
 
 These are some detections predicted by the fine-tuned YOLOv8-segmentation visualized.
 ![Alt text](figures/prediction_test.jpg?raw=true "Sample prediction 1")
 ![Alt text](figures/prediction_test2.jpg?raw=true "Sample prediction 2")
 
+# Reproducibility
+
+In order to reproduce the results:
+- Use train-test split of 80%-20%, random state 40.
+- YOLOv8n-seg model from Ultralytics.
+- 30 epochs of training.
+- Use the libraries' version specified in 'Requirements' section.
+- Use batch size of 4.
+- Learning rate of 0.01 (default)
+
+
 # To run the algorithm
 Run: ./test_script.sh in order to run the algorithm, note that the algorithm assumes the position of the dataset being the location it is situated in Rangpur and the current location for training is '/home/Student/s4671748/comp3710-project/'. If the location differs, changes inside 'dataset.py' for data loading and 'train.py' must be made in order to run properly
 
diff --git a/figures/figure1.png b/recognition/46717481-ThanhTrungPham-ProjectRecognition/figures/figure1.png
similarity index 100%
rename from figures/figure1.png
rename to recognition/46717481-ThanhTrungPham-ProjectRecognition/figures/figure1.png
diff --git a/figures/prediction_test.jpg b/recognition/46717481-ThanhTrungPham-ProjectRecognition/figures/prediction_test.jpg
similarity index 100%
rename from figures/prediction_test.jpg
rename to recognition/46717481-ThanhTrungPham-ProjectRecognition/figures/prediction_test.jpg
diff --git a/figures/prediction_test2.jpg b/recognition/46717481-ThanhTrungPham-ProjectRecognition/figures/prediction_test2.jpg
similarity index 100%
rename from figures/prediction_test2.jpg
rename to recognition/46717481-ThanhTrungPham-ProjectRecognition/figures/prediction_test2.jpg
diff --git a/figures/results.png b/recognition/46717481-ThanhTrungPham-ProjectRecognition/figures/results.png
similarity index 100%
rename from figures/results.png
rename to recognition/46717481-ThanhTrungPham-ProjectRecognition/figures/results.png
diff --git a/recognition/46717481-ThanhTrungPham-ProjectRecognition/modules.py b/recognition/46717481-ThanhTrungPham-ProjectRecognition/modules.py
index 094f06d88..8fc60a905 100644
--- a/recognition/46717481-ThanhTrungPham-ProjectRecognition/modules.py
+++ b/recognition/46717481-ThanhTrungPham-ProjectRecognition/modules.py
@@ -1,19 +1,77 @@
+# Import YOLO from ultralytics package
+# Ultralytics YOLO is an updated, Python-native implementation
 from ultralytics import YOLO
 
 class YOLOSegmentation:
+    """
+    A wrapper class for YOLO segmentation model that provides simplified interface
+    for training, evaluation, and prediction tasks.
+    
+    This class encapsulates common YOLO operations and provides a clean API
+    for the main tasks in computer vision: training, evaluation, and inference.
+    """
+    
     def __init__(self, weights_path):
+        """
+        Initialize the YOLO model with specified weights.
+        
+        Args:
+            weights_path (str): Path to the model weights file.
+                              Can be either pretrained weights (e.g., 'yolov8n-seg.pt')
+                              or custom trained weights
+        """
+        # Create YOLO model instance using provided weights
         self.model = YOLO(weights_path)
 
     def train(self, params):
+        """
+        Train the YOLO model with given parameters.
+        
+        Args:
+            params (dict): Dictionary containing training parameters such as:
+                         - epochs: number of training epochs
+                         - batch_size: batch size for training
+                         - data: path to data configuration file
+                         - imgsz: input image size
+                         And other training configurations
+        
+        Returns:
+            results: Training results and metrics
+        """
+        # Unpack parameters dictionary and train the model
         results = self.model.train(**params)
         return results
 
     def evaluate(self):
+        """
+        Evaluate the model on validation dataset.
+        
+        This method runs validation on the dataset specified
+        in the data configuration file used during training.
+        
+        Returns:
+            results: Validation metrics including mAP, precision, recall
+        """
+        # Run validation and return metrics
         results = self.model.val()
         return results
 
     def predict(self, img, conf):
+        """
+        Perform segmentation prediction on an input image.
+        
+        Args:
+            img: Input image (can be path or numpy array)
+            conf (float): Confidence threshold for predictions
+                         Only predictions above this threshold are returned
+        
+        Returns:
+            results: Model predictions including:
+                    - Segmentation masks
+                    - Bounding boxes
+                    - Confidence scores
+                    - Class predictions
+        """
+        # Run prediction with specified confidence threshold
         results = self.model.predict(img, conf=conf)
-        return results
-
-
+        return results
\ No newline at end of file
diff --git a/recognition/46717481-ThanhTrungPham-ProjectRecognition/predict.py b/recognition/46717481-ThanhTrungPham-ProjectRecognition/predict.py
index c09a121b6..e9f13ae47 100644
--- a/recognition/46717481-ThanhTrungPham-ProjectRecognition/predict.py
+++ b/recognition/46717481-ThanhTrungPham-ProjectRecognition/predict.py
@@ -1,17 +1,43 @@
-from modules import YOLOSegmentation
-import random
-import cv2
-import numpy as np
+# Import required modules
+from modules import YOLOSegmentation  # Custom YOLO segmentation module
+import random                         # For generating random colors
+import cv2                           # OpenCV for image processing
+import numpy as np                   # For numerical operations
 
+# Initialize the YOLO model with trained weights
+# 'best.pt' contains the weights from the best performing epoch during training
 model = YOLOSegmentation("runs/segment/train2/weights/best.pt")
+
+# Load the input image for prediction
+# This is reading a specific image from the training dataset
 img = cv2.imread("data/images/train/ISIC_0015071.jpg")
+
+# Set confidence threshold for predictions
+# Model will only return predictions with confidence > 0.4
 conf = 0.4
+
+# Perform prediction on the image
+# results will contain detected objects, their bounding boxes, and segmentation masks
 results = model.predict(img, conf)
+
+# Generate random RGB color for visualization
+# Creates a list of 3 random integers between 0-255 for RGB values
 color = random.choices(range(256), k=3)
 
+# Process each prediction result
 for result in results:
+    # Iterate through corresponding masks and bounding boxes
     for mask, box in zip(result.masks.segments, result.boxes):
+        # Convert mask coordinates to image coordinates:
+        # 1. mask contains normalized coordinates (0-1)
+        # 2. multiply by bounding box width to get actual pixel coordinates
+        # 3. convert to integer coordinates for drawing
         points = np.int32([np.float64(mask) * box.xywh.numpy()[0][2]])
+        
+        # Draw the segmentation mask on the image
+        # fillPoly fills the area defined by points with the random color
         cv2.fillPoly(img, points, color)
 
-cv2.imwrite("prediction_test.jpg", img)
+# Save the annotated image
+# The output shows the original image with colored segmentation masks
+cv2.imwrite("prediction_test.jpg", img)
\ No newline at end of file
diff --git a/recognition/46717481-ThanhTrungPham-ProjectRecognition/train.py b/recognition/46717481-ThanhTrungPham-ProjectRecognition/train.py
index 082c6a5f1..37367bbdc 100644
--- a/recognition/46717481-ThanhTrungPham-ProjectRecognition/train.py
+++ b/recognition/46717481-ThanhTrungPham-ProjectRecognition/train.py
@@ -1,47 +1,64 @@
-from modules import YOLOSegmentation
-import os
-import shutil
-import yaml
-from PIL import Image
-import numpy as np
+# Import required modules
+from modules import YOLOSegmentation  # Custom module for YOLO segmentation tasks
+import os                            # For operating system related operations
+import shutil                        # For high-level file operations
+import yaml                          # For reading/writing YAML configuration files
+from PIL import Image               # For image processing operations
+import numpy as np                  # For numerical operations
 
 def create_dataset_yaml():
+    """
+    Creates a YAML configuration file for the dataset structure.
+    This file tells YOLOv8 where to find the training and validation data.
+    """
     yaml_content = {
-        'path': '/home/Student/s4671748/comp3710-project/data',
-        'train': 'images/train',
-        'val': 'images/val',
-        'names': ['lesion'],
-        'nc': 1  # number of classes
+        'path': '/home/Student/s4671748/comp3710-project/data',  # Root directory of dataset
+        'train': 'images/train',      # Directory containing training images (relative to path)
+        'val': 'images/val',          # Directory containing validation images (relative to path)
+        'names': ['lesion'],          # List of class names (in this case, only 'lesion')
+        'nc': 1                       # Number of classes to detect/segment
     }
     
+    # Write the configuration to dataset.yaml file
     with open('dataset.yaml', 'w') as f:
         yaml.dump(yaml_content, f)
 
 def main():
+    """
+    Main function that orchestrates the training process:
+    1. Creates dataset configuration
+    2. Initializes model
+    3. Sets training parameters
+    4. Executes training
+    5. Evaluates the model
+    """
     
-    # Create dataset.yaml
+    # Create the dataset configuration file
     create_dataset_yaml()
     
-    # Initialize YOLOv8 model
-    model = YOLOSegmentation('yolov8n-seg.pt')  # Load YOLOv8 nano segmentation model
+    # Initialize YOLOv8 model for segmentation
+    # 'yolov8n-seg.pt' is the nano (smallest) version of YOLOv8 segmentation model
+    model = YOLOSegmentation('yolov8n-seg.pt')
     
-    # Training configuration
+    # Define training arguments/hyperparameters
     training_args = {
-        'data': 'dataset.yaml',
-        'epochs': 1,
-        'imgsz': 640,
-        'batch': 4,
-        'device': 0,  # Use GPU if available
-        'name': 'isic2018_run_victor',
-        'save': False,
-        'cache': False,
+        'data': 'dataset.yaml',         # Path to dataset configuration file
+        'epochs': 1,                    # Number of training epochs
+        'imgsz': 640,                   # Input image size
+        'batch': 4,                     # Batch size for training
+        'device': 0,                    # GPU device index (0 = first GPU)
+        'name': 'isic2018_run_victor',  # Name of the training run
+        'save': False,                  # Whether to save training results
+        'cache': False,                 # Whether to cache images in memory
     }
     
-    # Start training
+    # Start the training process using defined parameters
     results = model.train(training_args)
     
-    # Validate the model
+    # Evaluate the trained model on validation set
     model.evaluate()
 
+# Standard Python idiom to ensure that the main() function is only run
+# if the script is executed directly (not imported as a module)
 if __name__ == "__main__":
-    main()
+    main()
\ No newline at end of file

From a72849bf9f71754b5dce1508b30b1bcb43da3ae6 Mon Sep 17 00:00:00 2001
From: Victor <phamtrung0633@gmail.com>
Date: Mon, 11 Nov 2024 14:47:54 +1000
Subject: [PATCH 15/17] Added conclusion and future improvement section

---
 .../README.md                                 | 23 +++++++++++++++++++
 1 file changed, 23 insertions(+)

diff --git a/recognition/46717481-ThanhTrungPham-ProjectRecognition/README.md b/recognition/46717481-ThanhTrungPham-ProjectRecognition/README.md
index b20ab4eec..ec42d77c6 100644
--- a/recognition/46717481-ThanhTrungPham-ProjectRecognition/README.md
+++ b/recognition/46717481-ThanhTrungPham-ProjectRecognition/README.md
@@ -74,3 +74,26 @@ Run: ./test_script.sh in order to run the algorithm, note that the algorithm ass
 - ISIC 2018 Challenge organizers
 - Ultralytics for YOLOv8
 - Contributors to the ISIC archive
+
+## Conclusion
+
+This work showed the application of YOLOv8-segmentation for skin lesion detection using the ISIC 2018 Challenge dataset. The model achieved a mAP50-95 score of 0.7318 on the test set, suggesting a strong performance in accurately segmenting skin lesions across various IoU thresholds. The implementation leverages YOLOv8's architectural advantages, including its efficient single-pass detection approach, feature fusion capabilities, and dedicated segmentation branch.
+
+## Future Improvements
+
+Several potential enhancements could further improve the algorithm's performance and utility:
+
+1. **Data Augmentation Enhancement**
+   - Implement more augmentation techniques to generate additional data
+   - Include domain-specific transformations that reflect real variations in skin lesion appearances
+   - Introduce synthetic data generation to address class imbalance issues
+
+
+2. **Performance Optimization**
+   - Fine-tune hyperparameters using advanced search techniques
+
+3. **Validation and Testing**
+   - Expand testing to multiple external datasets
+   - Add metrics specific to medical imaging evaluation
+
+These improvements would enhance both the technical performance and practical utility of the system, making it a more valuable tool for dermatological diagnosis support.
\ No newline at end of file

From 55653066240522649958d66d387a26213ea77b09 Mon Sep 17 00:00:00 2001
From: Victor <phamtrung0633@gmail.com>
Date: Wed, 13 Nov 2024 22:34:24 +1000
Subject: [PATCH 16/17] Improvements to the readme file readability

---
 .../README.md                                   | 17 +++++++++++------
 1 file changed, 11 insertions(+), 6 deletions(-)

diff --git a/recognition/46717481-ThanhTrungPham-ProjectRecognition/README.md b/recognition/46717481-ThanhTrungPham-ProjectRecognition/README.md
index ec42d77c6..016c21cd0 100644
--- a/recognition/46717481-ThanhTrungPham-ProjectRecognition/README.md
+++ b/recognition/46717481-ThanhTrungPham-ProjectRecognition/README.md
@@ -2,11 +2,17 @@
 
 ## Problem and algorithm
 
-This repository makes use of YOLOv8, a highly accurate and fast object detection model (but modified to do segmentation task) in order to tackle the ISIC 2018 Skin Lesion Challenge, it is a challenge focused on the dagnosis of dangerous skin issues such as melanoma. This work leverages the strength of YOLO algorithm in order to segment skin lesions. 
-YOLO (You only look once) algorithm for object detection works by first dividing the input images into a S x S grid of cells, then, each cell's responsibility is detecting objects whose center is within that cell, by doing this YOLO is superior to many other object detection algorithms such as R-CNN as it is able to do works simultaneously and 'only look once' through the entire images, making its speed ideal for real-time applications. 
-Each cell in the grid needs to predict many bounding boxes and generate a confidence score for all of the boxes, where each bounding box's defined by using: 'x' representing x-coordinate of the center of the bounding box with respect to the cell, 'y' representing y-coordinate of the center of the bounding box with respect to the cell, and 'w' and 'h' representing width and height of the box with respect to the image itself. Moreover, a confidence score is also generated for each cell, it is a product of the probability of the object being there and the IoU (Intersection over union) between the box and the ground truth. Each cell can produce many bounding boxes but then Non-Maximum Suppression (NMS) is applied to prevent detection of multiple same objects hence getting rid of redundant ones, this is done by sorting the bounding boxes  -> select the box with the highest confidence score -> removing boxes that have high IoU score with this box -> repeat until boxes do not overlap too much anymore (no more redundant boxes). 
-YOLO also makes use of CNN network as its backbone for feature extraction. It also leverages 'Feature fusion' where features at different scales when being extracted are combined to 'see the bigger picture'. YOLO algorithm loss is a combination of three losses: The first one is bounding box loss to make sure predicted boxes are close to ground truth boxes, second one is 'object presence/objectness' loss designed to penalizes false positives where YOLO detect an object (of any class) when there's only the background (it measures the confidence of the model when it comes to the presence of objects in a bounding box), the third is the classification loss to ensure the predicted probabilities for classes match the ground truth.
-YOLOv8-segmentation goes a step further and instead of just identifying the bounding boxes, it segments each individual object's pixel (assigning pixel-wise labels to objects in images). YOLOv8-segmentation includes another branch in its architecture to detect segmentation masks for all detected instances by bounding boxes.
+- This repository makes use of YOLOv8, a highly accurate and fast object detection model (but modified to do segmentation task) in order to tackle the ISIC 2018 Skin Lesion Challenge, it is a challenge focused on the dagnosis of dangerous skin issues such as melanoma. This work leverages the strength of YOLO algorithm in order to segment skin lesions.
+
+![Alt text](figures/figure1.png?raw=true "YOLOv8 architecture")
+
+- YOLO (You only look once) algorithm for object detection works by first dividing the input images into a S x S grid of cells, then, each cell's responsibility is detecting objects whose center is within that cell, by doing this YOLO is superior to many other object detection algorithms such as R-CNN as it is able to do works simultaneously and 'only look once' through the entire images, making its speed ideal for real-time applications.
+
+- Each cell in the grid needs to predict many bounding boxes and generate a confidence score for all of the boxes, where each bounding box's defined by using: 'x' representing x-coordinate of the center of the bounding box with respect to the cell, 'y' representing y-coordinate of the center of the bounding box with respect to the cell, and 'w' and 'h' representing width and height of the box with respect to the image itself. Moreover, a confidence score is also generated for each cell, it is a product of the probability of the object being there and the IoU (Intersection over union) between the box and the ground truth. Each cell can produce many bounding boxes but then Non-Maximum Suppression (NMS) is applied to prevent detection of multiple same objects hence getting rid of redundant ones, this is done by sorting the bounding boxes  -> select the box with the highest confidence score -> removing boxes that have high IoU score with this box -> repeat until boxes do not overlap too much anymore (no more redundant boxes).
+
+- YOLO also makes use of CNN network as its backbone for feature extraction. It also leverages 'Feature fusion' where features at different scales when being extracted are combined to 'see the bigger picture'. YOLO algorithm loss is a combination of three losses: The first one is bounding box loss to make sure predicted boxes are close to ground truth boxes, second one is 'object presence/objectness' loss designed to penalizes false positives where YOLO detect an object (of any class) when there's only the background (it measures the confidence of the model when it comes to the presence of objects in a bounding box), the third is the classification loss to ensure the predicted probabilities for classes match the ground truth.
+
+- YOLOv8-segmentation goes a step further and instead of just identifying the bounding boxes, it segments each individual object's pixel (assigning pixel-wise labels to objects in images). YOLOv8-segmentation includes another branch in its architecture to detect segmentation masks for all detected instances by bounding boxes.
 
 ```
 YOLOv8 segmentation:
@@ -17,7 +23,6 @@ YOLOv8 segmentation:
     └── Regression Branch
 ```
 
-![Alt text](figures/figure1.png?raw=true "YOLOv8 architecture")
 ## Requirements
 
 ```

From d4c5c7f1b28ee72b680e830a2a2b5308bcd1fcd0 Mon Sep 17 00:00:00 2001
From: Victor <phamtrung0633@gmail.com>
Date: Thu, 14 Nov 2024 17:09:09 +1000
Subject: [PATCH 17/17] Removed cache

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 __pycache__/modules.cpython-312.pyc | Bin 1261 -> 0 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)
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